diff --git a/Homework/HW#1/HW1--YOUR_NAME--2019.ipynb b/Homework/HW#1/HW1--YOUR_NAME--2019.ipynb
deleted file mode 100644
index db4bddb..0000000
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+++ /dev/null
@@ -1,314 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "collapsed": true
- },
- "source": [
- "# Homework 1 \n",
- "# Pandas, Exploratory Data Analysis, & Data Provenance\n",
- "### ASSIGNED: Monday, 11 Feb 2019. \n",
- "### DUE: Thurday, 21 Feb 2018 at 9:30 am. \n",
- "PLEASE NOTE: If you're in a technical major, you should not submit either homework #1 (i.e., this homework) or homework #2 to be graded. You may still do this homework if you are unfamiliar python."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Purpose:\n",
- "The purpose of this assignment is to \n",
- "1. introduce you to working in python, pandas and jupyter notebooks, \n",
- "2. heighten your critical acumen when evaluating claims using data,\n",
- "3. and make you more sensitive to questions regarding data provenance. "
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Preface: Data Provenance & EDA\n",
- "\n",
- "Alain Desrosieres argues that the central tension in histories examining the role of statistics in political discourse is that statistical entities are both real and fabrications: *real* in that they must be taken as “uncontestable standards” of reference insofar as they serve as compelling evidence; *fabrications* in that they are the result of “the provisional and fragile crowning of a series of conventions of equivalence between entities.”[1] The statistical entity of life expectancy, for instance, is *real* in that it serves as a proxy for the health of populations and individuals, and is used to justify disparities in health insurance pricing and coverage for different populations. Yet in calculating life expectancy, one quickly discovers not a single computational method, but hundreds--each with a different set of assumptions that yield different results. Deciding which life expectancy estimation to employ is tied up with what it will be used to do, and so involves political, ethical, and even moral decisions about who and what should be counted and excluded.[2] \n",
- "\n",
- "Tracing the historical transformation of a statistical entity from a contingent, context-sensitive description into a “universal” property provides insight into the political institutions that created it and makes visible the ways in which a statistical entity exerts reciprocal pressure back upon the institutions and individuals.[3] Exploring the political implications of statistical entities is further complicated by their historical tendency to be repurposed for use in new arguments. While life expectancy was developed for assigning and categorizing individuals according to their likelihood of death while their life insurance policy was in force, this statistical category was subsequently put to more sinister purposes: namely, to “demonstrate” the existence of racial biological characteristics and then to serve as “evidence” that race was an appropriate category for screening immigrants.[4]\n",
- "\n",
- "Our immediate objective is to get some practice using Pandas to explore a data set, but we also want to be mindful of the implicit assumptions using this data entails. The data you'll be using was obtained [here](http://apps.who.int/gho/data/node.main.688) via the World Health Organization website. You can find a discussion of how they tabulate life expectancy in this [PDF](http://www.who.int/healthinfo/statistics/LT_method_1990_2012.pdf) for each country. In many cases, the life expectancies for different countries are not equally reliable. For many countries life expectancies were inferred rather than being observed directly. Both the sources and amounts of error can be very different for different countries. Furthermore, life expectancy as calculated by WHO may not match the \"official\" life expectancy values as calculated by each country. If you want to make any claims regarding the data you're about to explore, you would first need to know what methods, data, and politics were involved in producing a life expectancy measurement for each country you're examining. As you perform some basic EDA below, ask yourself if the comparisons you're being asked to perform are ethical. For what decisions and contexts would such comparisons be unethical?\n",
- "\n",
- "\n",
- "[1] Alain Desrosieres, The Politics of Large Numbers: A History of Statistical Reasoning, Cambridge, MA: Harvard University Press, 1998, 324-325.\n",
- "\n",
- "[2] Desrosieres, The Politics of Large Numbers, 325.\n",
- "\n",
- "[3] Desrosieres, The Politics of Large Numbers, 324.\n",
- "\n",
- "[4] Dan Bouk, How Our Days Became Numbered: Risk and the Rise of the Statistical Individual, Chicago, IL: University of Chicago Press, 187-188, 201-202."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Instructions \n",
- "This assignment is to be done on your own, but you can talk about the assignment with your classmates if you get stuck. (Be sure to list the students you spoke with about this assignment in the space provided below.) Feel free to also use [stackoverflow](https://stackoverflow.com/) but please provide citation and link to the specific answer if you do this. You may also visit Will Yumou during his TA office hours or email hime with questions.\n",
- "\n",
- "Provide your code to justify your answer to each question. Your code must run with the \"life.expectancy.countries.csv\" file originally provided to you. \n",
- "\n",
- "Be sure to rename this homework notebook so that it includes your name. \n",
- "\n",
- "### List any students you talked with about this assignment here:\n",
- "1. [person 1]\n",
- "2. [person 2]\n",
- "3. etc.\n",
- "\n",
- "\n",
- "# Homework Problems\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 1 (10 points)\n",
- "\n",
- "Import the life.expectancy.countries.csv file into a pandas dataframe entitled \"lifeexpectancy\". Rename the column titles of this data frame using the list below entitled \"column_names\". Use the code provided below to help you do this. Also be sure to drop the first row of your CSV using the following code: \n",
- "\n",
- "`lifeexpectancy = lifeexpectancy.drop(lifeexpectancy.index[[0]])` "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [],
- "source": [
- "column_names = [\"country\", \"year\", \"life expectancy at birth (both sexes)\", \\\n",
- " \"life expectancy at birth (female)\", \"life expectancy at birth (male)\", \\\n",
- " \"life expectancy at age 60 (both sexes)\", \"life expectancy at age 60 (female)\", \\\n",
- " \"life expectancy at age 60 (male)\"]"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "import matplotlib.pyplot as plt\n",
- "import numpy as np\n",
- "%matplotlib inline"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Important: For the current version of pandas, when you import \"life.expectancy.countries.csv\" into pandas in the usual manner, it sets all the life expectancy ages (i.e., columns 2 - 7) as \"objects\" instead of \"floats\". I'm not sure why it does this, but it will cause problems when you try to plot things. To fix this, be sure to run the following line of code once you've finished question 1 but before you begin question 2: "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "lifeexpectancy.loc[:, 'life expectancy at birth (both sexes)':] = lifeexpectancy.loc[:, 'life expectancy at birth (both sexes)':].astype(float)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 2 (10 points) \n",
- "\n",
- "How many different _countries_ do you have data for? How many different years of life expectancy data do you have for each country? "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE CODE HERE\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 3 (5 points)\n",
- "\n",
- "Using pandas, make a new dataframe that contains all the data for Brazil. \n",
- "\n",
- "Hint: the following pseudocode gives you a general idea of what you need to do: \n",
- "\n",
- " lifeexpectancy[lifeexpectancy['column title']=='Name_of_Country']."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 4 (5 points)\n",
- "\n",
- "Plot life expectancy (from birth, \"both sexes\") as a function of year for Brazil using the dataframe you constructed in question 3. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 5 (10 points)\n",
- "\n",
- "Which country has the highest life expectancy (from birth) for men, women, and both sexes? What are the associated years for each of these life expectancies? (Be sure to show your code!)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 6 (15 points)\n",
- "\n",
- "Pick 3 countries you'd like to compare, and plot their life expectancies (from birth, \"both sexes\") on the same graph. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Question 7 (15 points)\n",
- "\n",
- "Plot the _average life expectancy_ for _all_ countries as a function of year. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### EXTRA CREDIT: Question 8 (15 points extra credit)\n",
- "\n",
- "Using life expectancy data for \"both sexes\" from birth, which country has the fastest growing life expectancy on average for all years provided? Likewise, which country has the slowest growing (or even fastest decreasing) life expectancy on average for all years provided? Using pandas, plot the life expectancy of these two countries as a function of year in the same graph. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# TYPE ANSWER HERE\n",
- "\n",
- "# HINT 1: \n",
- "# We're going to treat years as number, and in order to do this we need to change years to floats or ints.\n",
- "# You don't have to solve it this way, but this is one way to do it.\n",
- "# Note that some values are NaNs (i.e., \"Not A Number\"), which floats convert without warning, so do this with care...\n",
- "lifeexpectancy.loc[:, 'year':] = lifeexpectancy.loc[:, 'year':].astype(float) # Set years to floats\n",
- "\n",
- "\n",
- "# HINT #2: \n",
- "# Determine slopes for all countries for entire time period of the data set.\n",
- "\n",
- "# HINT #3:\n",
- "# Identify which which country has the most positive slope and which country has the most negative slope \n",
- "\n",
- "# HINT #4:\n",
- "# Graph both countries in the same plot"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.7.2"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Homework/HW#1/life.expectancy.countries.csv b/Homework/HW#1/life.expectancy.countries.csv
deleted file mode 100755
index de4af6d..0000000
--- a/Homework/HW#1/life.expectancy.countries.csv
+++ /dev/null
@@ -1,2941 +0,0 @@
-"","","Life expectancy at birth (years)","Life expectancy at birth (years)","Life expectancy at birth (years)","Life expectancy at age 60 (years)","Life expectancy at age 60 (years)","Life expectancy at age 60 (years)"
-"Country","Year"," Both sexes"," Female"," Male"," Both sexes"," Female"," Male"
-"Afghanistan"," 2015","60.5","61.9","59.3","16.0","16.7","15.3"
-"Afghanistan"," 2014","59.9","61.3","58.6","15.9","16.6","15.2"
-"Afghanistan"," 2013","59.9","61.2","58.7","15.9","16.6","15.2"
-"Afghanistan"," 2012","59.5","60.8","58.3","15.8","16.5","15.1"
-"Afghanistan"," 2011","59.2","60.4","58.0","15.8","16.5","15.1"
-"Afghanistan"," 2010","58.8","60.1","57.7","15.7","16.4","15.0"
-"Afghanistan"," 2009","58.6","59.7","57.5","15.7","16.3","14.9"
-"Afghanistan"," 2008","58.1","59.3","57.0","15.6","16.3","14.9"
-"Afghanistan"," 2007","57.5","58.8","56.4","15.5","16.2","14.8"
-"Afghanistan"," 2006","57.3","58.5","56.3","15.5","16.1","14.8"
-"Afghanistan"," 2005","57.3","58.3","56.4","15.4","16.1","14.8"
-"Afghanistan"," 2004","57.0","58.0","56.1","15.4","16.1","14.7"
-"Afghanistan"," 2003","56.7","57.6","55.8","15.3","16.0","14.7"
-"Afghanistan"," 2002","56.2","57.1","55.4","15.3","15.9","14.6"
-"Afghanistan"," 2001","55.3","56.5","54.2","15.2","15.9","14.6"
-"Afghanistan"," 2000","54.8","56.1","53.7","15.2","15.8","14.6"
-"Albania"," 2015","77.8","80.7","75.1","21.6","23.8","19.6"
-"Albania"," 2014","77.5","80.6","74.7","21.5","23.7","19.5"
-"Albania"," 2013","77.2","80.5","74.3","21.4","23.7","19.4"
-"Albania"," 2012","76.9","80.3","74.0","21.2","23.6","19.2"
-"Albania"," 2011","76.6","80.1","73.6","21.0","23.4","18.9"
-"Albania"," 2010","76.2","79.8","73.2","20.8","23.2","18.7"
-"Albania"," 2009","76.1","79.5","73.0","20.6","22.9","18.7"
-"Albania"," 2008","75.3","79.1","72.2","20.2","22.7","18.0"
-"Albania"," 2007","75.9","79.5","72.9","20.7","23.1","18.6"
-"Albania"," 2006","74.2","77.5","71.5","19.2","21.4","17.3"
-"Albania"," 2005","73.5","77.0","70.6","18.7","21.1","16.8"
-"Albania"," 2004","73.0","76.6","69.9","18.4","20.6","16.5"
-"Albania"," 2003","72.8","76.3","69.9","18.2","20.4","16.4"
-"Albania"," 2002","73.3","76.7","70.4","18.8","20.9","17.1"
-"Albania"," 2001","73.6","77.2","70.5","19.2","21.4","17.4"
-"Albania"," 2000","72.6","76.4","69.4","18.5","20.8","16.6"
-"Algeria"," 2015","75.6","77.5","73.8","21.8","22.6","21.1"
-"Algeria"," 2014","75.4","77.3","73.6","21.7","22.4","21.0"
-"Algeria"," 2013","75.3","77.2","73.5","21.6","22.3","20.9"
-"Algeria"," 2012","75.1","77.0","73.3","21.5","22.2","20.8"
-"Algeria"," 2011","74.9","76.8","73.2","21.5","22.2","20.8"
-"Algeria"," 2010","74.7","76.5","73.0","21.4","22.1","20.8"
-"Algeria"," 2009","74.4","76.1","72.7","21.4","22.0","20.8"
-"Algeria"," 2008","74.1","75.7","72.5","21.3","21.9","20.8"
-"Algeria"," 2007","73.8","75.4","72.3","21.2","21.8","20.7"
-"Algeria"," 2006","73.4","75.0","71.8","21.0","21.7","20.3"
-"Algeria"," 2005","72.9","74.6","71.3","20.7","21.6","19.7"
-"Algeria"," 2004","72.3","74.1","70.6","20.3","21.5","19.2"
-"Algeria"," 2003","71.7","73.6","69.9","20.0","21.3","18.7"
-"Algeria"," 2002","71.6","73.5","69.8","19.9","21.2","18.6"
-"Algeria"," 2001","71.4","73.3","69.7","19.7","21.0","18.5"
-"Algeria"," 2000","71.3","73.2","69.6","19.6","20.8","18.5"
-"Andorra"," 2013","","","","25","28","23"
-"Angola"," 2015","52.4","54.0","50.9","15.8","16.3","15.1"
-"Angola"," 2014","51.7","53.1","50.2","15.7","16.2","15.0"
-"Angola"," 2013","51.1","52.5","49.7","15.6","16.1","15.0"
-"Angola"," 2012","50.6","52.0","49.1","15.5","16.1","14.9"
-"Angola"," 2011","50.1","51.5","48.6","15.5","16.0","14.9"
-"Angola"," 2010","49.6","51.0","48.2","15.4","15.9","14.8"
-"Angola"," 2009","49.1","50.5","47.7","15.3","15.9","14.7"
-"Angola"," 2008","48.7","50.1","47.3","15.3","15.8","14.7"
-"Angola"," 2007","48.2","49.6","46.8","15.2","15.7","14.6"
-"Angola"," 2006","47.7","49.1","46.4","15.1","15.7","14.5"
-"Angola"," 2005","47.4","48.8","46.0","15.1","15.6","14.5"
-"Angola"," 2004","47.1","48.5","45.6","15.0","15.6","14.5"
-"Angola"," 2003","46.8","48.3","45.4","15.0","15.5","14.4"
-"Angola"," 2002","46.5","48.0","45.0","14.9","15.4","14.3"
-"Angola"," 2001","45.7","47.4","44.1","14.7","15.3","14.1"
-"Angola"," 2000","45.3","46.8","43.8","14.5","15.0","13.9"
-"Antigua and Barbuda"," 2015","76.4","78.6","74.1","21.7","23.0","20.2"
-"Antigua and Barbuda"," 2014","76.2","78.4","73.9","21.6","22.9","20.1"
-"Antigua and Barbuda"," 2013","76.1","78.2","73.8","21.5","22.8","20.0"
-"Antigua and Barbuda"," 2012","75.9","78.1","73.6","21.4","22.7","19.9"
-"Antigua and Barbuda"," 2011","75.7","77.9","73.5","21.3","22.6","19.8"
-"Antigua and Barbuda"," 2010","75.6","77.7","73.3","21.2","22.5","19.8"
-"Antigua and Barbuda"," 2009","75.4","77.5","73.1","21.1","22.4","19.7"
-"Antigua and Barbuda"," 2008","75.2","77.4","73.0","21.0","22.3","19.6"
-"Antigua and Barbuda"," 2007","75.0","77.2","72.8","20.9","22.2","19.5"
-"Antigua and Barbuda"," 2006","74.8","77.0","72.6","20.8","22.1","19.4"
-"Antigua and Barbuda"," 2005","74.6","76.8","72.4","20.7","22.0","19.3"
-"Antigua and Barbuda"," 2004","74.4","76.6","72.1","20.6","21.9","19.1"
-"Antigua and Barbuda"," 2003","74.2","76.4","71.9","20.5","21.8","19.0"
-"Antigua and Barbuda"," 2002","74.0","76.2","71.7","20.4","21.7","18.8"
-"Antigua and Barbuda"," 2001","73.8","76.0","71.5","20.3","21.7","18.7"
-"Antigua and Barbuda"," 2000","73.6","75.8","71.3","20.2","21.6","18.6"
-"Argentina"," 2015","76.3","79.9","72.7","21.5","23.8","18.8"
-"Argentina"," 2014","76.2","79.8","72.5","21.4","23.7","18.7"
-"Argentina"," 2013","76.0","79.6","72.4","21.3","23.6","18.6"
-"Argentina"," 2012","75.9","79.6","72.2","21.3","23.7","18.5"
-"Argentina"," 2011","75.7","79.3","72.1","21.1","23.4","18.4"
-"Argentina"," 2010","75.5","79.1","71.9","20.8","23.2","18.1"
-"Argentina"," 2009","75.6","79.3","71.8","21.2","23.6","18.4"
-"Argentina"," 2008","75.4","79.3","71.6","21.0","23.5","18.2"
-"Argentina"," 2007","74.8","78.5","71.1","20.3","22.8","17.6"
-"Argentina"," 2006","75.2","78.9","71.5","20.8","23.3","18.1"
-"Argentina"," 2005","74.9","78.6","71.2","20.6","23.0","17.8"
-"Argentina"," 2004","74.7","78.3","71.1","20.4","22.8","17.8"
-"Argentina"," 2003","74.1","77.8","70.4","20.1","22.5","17.4"
-"Argentina"," 2002","74.1","77.9","70.3","20.3","22.7","17.6"
-"Argentina"," 2001","74.0","77.7","70.3","20.2","22.6","17.6"
-"Argentina"," 2000","74.1","77.8","70.4","20.3","22.6","17.7"
-"Armenia"," 2015","74.8","77.7","71.6","19.6","21.2","17.6"
-"Armenia"," 2014","74.6","77.5","71.4","19.5","21.2","17.5"
-"Armenia"," 2013","74.4","77.4","71.2","19.4","21.1","17.4"
-"Armenia"," 2012","74.4","77.6","71.2","19.4","21.3","17.4"
-"Armenia"," 2011","73.9","77.1","70.7","19.2","21.0","17.2"
-"Armenia"," 2010","73.5","76.6","70.6","19.0","20.7","17.1"
-"Armenia"," 2009","73.3","76.2","70.6","19.0","20.5","17.4"
-"Armenia"," 2008","73.2","76.2","70.3","19.0","20.6","17.3"
-"Armenia"," 2007","73.5","76.5","70.6","19.2","20.8","17.4"
-"Armenia"," 2006","72.9","76.0","69.8","19.0","20.6","17.2"
-"Armenia"," 2005","73.0","76.2","69.7","19.0","20.8","17.0"
-"Armenia"," 2004","73.0","76.1","69.7","19.0","20.6","17.0"
-"Armenia"," 2003","72.7","75.8","69.3","18.8","20.5","16.7"
-"Armenia"," 2002","72.6","75.8","69.1","18.7","20.4","16.7"
-"Armenia"," 2001","72.6","75.9","69.1","19.2","20.9","17.1"
-"Armenia"," 2000","72.0","75.1","68.7","18.7","20.3","16.9"
-"Australia"," 2015","82.8","84.8","80.9","25.5","26.8","24.0"
-"Australia"," 2014","82.7","84.6","80.7","25.3","26.7","23.9"
-"Australia"," 2013","82.5","84.5","80.4","25.2","26.6","23.7"
-"Australia"," 2012","82.3","84.4","80.3","25.1","26.5","23.6"
-"Australia"," 2011","82.0","84.2","79.9","24.8","26.4","23.2"
-"Australia"," 2010","81.9","84.1","79.6","24.7","26.3","23.1"
-"Australia"," 2009","81.7","84.0","79.4","24.7","26.3","23.0"
-"Australia"," 2008","81.3","83.6","79.0","24.2","25.8","22.5"
-"Australia"," 2007","81.3","83.6","79.0","24.3","25.9","22.5"
-"Australia"," 2006","81.2","83.6","78.9","24.2","25.9","22.5"
-"Australia"," 2005","81.0","83.5","78.6","24.1","25.7","22.2"
-"Australia"," 2004","80.6","83.1","78.1","23.7","25.5","21.9"
-"Australia"," 2003","80.3","82.8","77.8","23.5","25.3","21.6"
-"Australia"," 2002","79.9","82.5","77.4","23.2","25.0","21.3"
-"Australia"," 2001","79.9","82.5","77.2","23.2","25.0","21.2"
-"Australia"," 2000","79.5","82.2","76.7","22.9","24.8","20.9"
-"Austria"," 2015","81.5","83.9","79.0","24.1","25.9","22.2"
-"Austria"," 2014","81.4","83.8","78.9","24.1","25.8","22.1"
-"Austria"," 2013","81.1","83.6","78.5","23.8","25.6","21.8"
-"Austria"," 2012","80.8","83.3","78.2","23.6","25.4","21.7"
-"Austria"," 2011","80.8","83.4","78.1","23.7","25.6","21.6"
-"Austria"," 2010","80.4","83.1","77.6","23.4","25.2","21.4"
-"Austria"," 2009","80.2","82.9","77.4","23.3","25.1","21.2"
-"Austria"," 2008","80.4","82.9","77.6","23.4","25.1","21.4"
-"Austria"," 2007","80.1","82.8","77.2","23.3","25.0","21.2"
-"Austria"," 2006","79.8","82.5","77.0","23.1","24.8","21.0"
-"Austria"," 2005","79.4","82.1","76.4","22.8","24.5","20.6"
-"Austria"," 2004","79.3","82.1","76.3","22.7","24.5","20.5"
-"Austria"," 2003","78.8","81.5","75.8","22.3","24.1","20.1"
-"Austria"," 2002","78.7","81.5","75.6","22.2","24.0","20.0"
-"Austria"," 2001","78.6","81.4","75.5","22.2","24.0","20.0"
-"Austria"," 2000","78.1","81.0","74.9","21.9","23.7","19.5"
-"Azerbaijan"," 2015","72.7","75.8","69.6","18.7","20.6","16.7"
-"Azerbaijan"," 2014","72.5","75.5","69.4","18.7","20.5","16.7"
-"Azerbaijan"," 2013","72.2","75.3","69.2","18.5","20.3","16.6"
-"Azerbaijan"," 2012","71.9","74.9","68.9","18.4","20.2","16.5"
-"Azerbaijan"," 2011","71.6","74.7","68.6","18.4","20.1","16.4"
-"Azerbaijan"," 2010","71.1","73.9","68.2","17.9","19.5","16.1"
-"Azerbaijan"," 2009","70.8","73.7","67.9","17.9","19.5","16.0"
-"Azerbaijan"," 2008","70.3","73.3","67.2","17.7","19.3","15.8"
-"Azerbaijan"," 2007","70.3","73.1","67.4","17.8","19.4","16.1"
-"Azerbaijan"," 2006","69.2","72.2","66.2","17.2","18.7","15.5"
-"Azerbaijan"," 2005","68.4","71.4","65.4","17.0","18.4","15.4"
-"Azerbaijan"," 2004","68.4","71.3","65.6","17.0","18.4","15.4"
-"Azerbaijan"," 2003","67.8","70.6","65.0","16.7","18.1","15.1"
-"Azerbaijan"," 2002","67.8","70.7","64.9","17.0","18.5","15.2"
-"Azerbaijan"," 2001","67.5","70.5","64.5","17.2","18.7","15.4"
-"Azerbaijan"," 2000","66.6","69.8","63.4","16.8","18.3","15.0"
-"Bahamas"," 2015","76.1","79.1","72.9","22.5","24.1","20.7"
-"Bahamas"," 2014","75.4","78.4","72.2","22.4","23.9","20.6"
-"Bahamas"," 2013","74.8","77.8","71.8","22.3","23.8","20.4"
-"Bahamas"," 2012","74.9","77.8","71.9","22.2","23.7","20.4"
-"Bahamas"," 2011","75.0","77.9","72.0","22.2","23.6","20.3"
-"Bahamas"," 2010","75.0","78.1","71.7","22.1","23.5","20.2"
-"Bahamas"," 2009","74.6","77.8","71.2","22.0","23.4","20.1"
-"Bahamas"," 2008","74.5","77.7","71.2","21.9","23.3","20.0"
-"Bahamas"," 2007","74.4","77.6","71.1","21.8","23.2","20.0"
-"Bahamas"," 2006","74.2","77.1","71.0","21.7","23.1","19.9"
-"Bahamas"," 2005","74.1","77.0","70.9","21.6","23.0","19.9"
-"Bahamas"," 2004","73.8","76.8","70.7","21.5","22.9","19.8"
-"Bahamas"," 2003","73.2","76.2","70.1","21.4","22.8","19.7"
-"Bahamas"," 2002","73.1","76.1","70.0","21.3","22.7","19.6"
-"Bahamas"," 2001","72.9","75.9","69.8","21.1","22.5","19.4"
-"Bahamas"," 2000","72.6","75.7","69.5","20.8","22.2","19.2"
-"Bahrain"," 2015","76.9","77.9","76.2","19.7","20.3","19.1"
-"Bahrain"," 2014","76.8","77.8","76.0","19.6","20.2","19.0"
-"Bahrain"," 2013","76.7","77.6","75.9","19.5","20.1","19.0"
-"Bahrain"," 2012","76.5","77.5","75.8","19.4","20.0","18.9"
-"Bahrain"," 2011","76.1","77.2","75.3","19.3","19.8","18.8"
-"Bahrain"," 2010","76.1","77.1","75.4","19.1","19.7","18.7"
-"Bahrain"," 2009","76.0","77.0","75.2","19.0","19.6","18.5"
-"Bahrain"," 2008","75.8","76.8","75.0","18.9","19.5","18.5"
-"Bahrain"," 2007","75.6","76.6","74.9","18.9","19.4","18.4"
-"Bahrain"," 2006","75.5","76.5","74.7","18.8","19.3","18.4"
-"Bahrain"," 2005","75.3","76.3","74.6","18.8","19.2","18.3"
-"Bahrain"," 2004","75.2","76.1","74.5","18.7","19.2","18.3"
-"Bahrain"," 2003","75.0","76.0","74.3","18.6","19.1","18.2"
-"Bahrain"," 2002","74.9","75.8","74.2","18.6","19.0","18.2"
-"Bahrain"," 2001","74.7","75.6","74.0","18.5","18.9","18.1"
-"Bahrain"," 2000","74.5","75.5","73.7","18.4","18.8","17.9"
-"Bangladesh"," 2015","71.8","73.1","70.6","19.0","19.4","18.6"
-"Bangladesh"," 2014","71.4","72.7","70.2","18.8","19.3","18.4"
-"Bangladesh"," 2013","71.0","72.3","69.8","18.7","19.1","18.2"
-"Bangladesh"," 2012","70.7","71.9","69.5","18.6","19.1","18.2"
-"Bangladesh"," 2011","70.3","71.5","69.2","18.5","19.0","18.1"
-"Bangladesh"," 2010","69.9","71.1","68.9","18.4","18.9","18.1"
-"Bangladesh"," 2009","69.5","70.6","68.6","18.4","18.7","18.0"
-"Bangladesh"," 2008","69.1","70.1","68.2","18.3","18.6","18.0"
-"Bangladesh"," 2007","68.6","69.5","67.8","18.2","18.5","17.9"
-"Bangladesh"," 2006","68.2","69.1","67.5","18.2","18.5","17.9"
-"Bangladesh"," 2005","67.8","68.5","67.1","18.1","18.4","17.8"
-"Bangladesh"," 2004","67.3","68.0","66.6","18.0","18.3","17.8"
-"Bangladesh"," 2003","66.8","67.4","66.2","18.0","18.2","17.7"
-"Bangladesh"," 2002","66.3","66.9","65.8","17.9","18.1","17.7"
-"Bangladesh"," 2001","65.8","66.3","65.4","17.8","18.0","17.7"
-"Bangladesh"," 2000","65.3","65.6","64.9","17.7","17.8","17.7"
-"Barbados"," 2015","75.5","77.9","73.1","19.8","21.4","18.0"
-"Barbados"," 2014","75.4","77.7","72.9","19.7","21.3","17.9"
-"Barbados"," 2013","75.2","77.6","72.8","19.6","21.2","17.8"
-"Barbados"," 2012","75.1","77.4","72.6","19.5","21.1","17.7"
-"Barbados"," 2011","74.9","77.2","72.5","19.4","21.0","17.6"
-"Barbados"," 2010","74.7","77.1","72.3","19.3","20.9","17.6"
-"Barbados"," 2009","74.6","76.9","72.1","19.3","20.8","17.5"
-"Barbados"," 2008","74.4","76.7","72.0","19.2","20.8","17.4"
-"Barbados"," 2007","74.2","76.6","71.8","19.1","20.7","17.4"
-"Barbados"," 2006","74.1","76.4","71.7","19.1","20.6","17.3"
-"Barbados"," 2005","73.9","76.2","71.5","19.0","20.5","17.3"
-"Barbados"," 2004","73.8","76.1","71.4","19.0","20.5","17.2"
-"Barbados"," 2003","73.7","75.9","71.2","18.9","20.4","17.2"
-"Barbados"," 2002","73.5","75.8","71.1","18.8","20.3","17.1"
-"Barbados"," 2001","73.4","75.7","71.0","18.8","20.2","17.1"
-"Barbados"," 2000","73.3","75.5","70.9","18.7","20.2","17.0"
-"Belarus"," 2015","72.3","78.0","66.5","18.8","21.6","15.1"
-"Belarus"," 2014","72.0","77.7","66.3","18.7","21.5","15.0"
-"Belarus"," 2013","71.7","77.4","66.0","18.5","21.3","14.8"
-"Belarus"," 2012","71.9","77.4","66.4","18.4","21.1","14.8"
-"Belarus"," 2011","70.2","76.4","64.3","17.7","20.6","14.1"
-"Belarus"," 2010","70.3","76.3","64.5","17.6","20.4","14.0"
-"Belarus"," 2009","70.0","75.6","64.4","17.3","19.9","13.9"
-"Belarus"," 2008","70.0","75.6","64.5","17.3","19.8","13.9"
-"Belarus"," 2007","69.8","75.3","64.4","17.3","19.7","14.0"
-"Belarus"," 2006","68.9","74.6","63.4","16.7","19.3","13.5"
-"Belarus"," 2005","68.1","74.0","62.6","16.3","18.8","13.0"
-"Belarus"," 2004","68.2","73.9","62.8","16.2","18.7","13.0"
-"Belarus"," 2003","67.7","73.6","62.2","15.9","18.5","12.8"
-"Belarus"," 2002","67.2","73.1","61.8","15.8","18.2","12.7"
-"Belarus"," 2001","67.7","73.4","62.2","16.1","18.4","13.1"
-"Belarus"," 2000","68.0","73.5","62.6","16.4","18.6","13.4"
-"Belgium"," 2015","81.1","83.5","78.6","24.1","25.8","22.1"
-"Belgium"," 2014","80.9","83.3","78.4","23.9","25.7","22.0"
-"Belgium"," 2013","80.7","83.1","78.1","23.8","25.6","21.8"
-"Belgium"," 2012","80.3","82.9","77.7","23.4","25.3","21.4"
-"Belgium"," 2011","80.3","82.9","77.7","23.6","25.4","21.5"
-"Belgium"," 2010","80.0","82.5","77.3","23.2","25.1","21.1"
-"Belgium"," 2009","79.8","82.4","77.1","23.2","25.0","21.1"
-"Belgium"," 2008","79.5","82.3","76.7","23.0","24.9","20.8"
-"Belgium"," 2007","79.5","82.2","76.7","22.9","24.8","20.8"
-"Belgium"," 2006","79.4","82.2","76.5","22.8","24.7","20.6"
-"Belgium"," 2005","78.9","81.7","75.9","22.4","24.3","20.2"
-"Belgium"," 2004","78.8","81.8","75.8","22.4","24.5","20.1"
-"Belgium"," 2003","78.3","81.2","75.3","22.0","23.9","19.8"
-"Belgium"," 2002","78.0","81.1","74.9","21.9","23.9","19.6"
-"Belgium"," 2001","78.0","81.1","74.8","21.9","24.0","19.6"
-"Belgium"," 2000","77.6","80.8","74.3","21.6","23.8","19.2"
-"Belize"," 2015","70.1","73.1","67.5","17.1","18.5","15.9"
-"Belize"," 2014","70.0","72.9","67.4","17.0","18.4","15.8"
-"Belize"," 2013","69.8","72.7","67.2","17.0","18.4","15.8"
-"Belize"," 2012","69.4","72.4","66.8","16.9","18.4","15.7"
-"Belize"," 2011","69.4","72.4","66.9","16.9","18.4","15.7"
-"Belize"," 2010","69.5","72.4","67.0","16.9","18.4","15.7"
-"Belize"," 2009","69.5","72.4","67.0","17.0","18.4","15.8"
-"Belize"," 2008","69.6","72.5","67.1","17.0","18.3","15.8"
-"Belize"," 2007","69.6","72.4","67.1","17.0","18.4","15.8"
-"Belize"," 2006","69.4","72.3","66.9","17.0","18.3","15.8"
-"Belize"," 2005","69.0","72.0","66.4","16.9","18.3","15.7"
-"Belize"," 2004","68.7","71.9","65.9","16.8","18.2","15.6"
-"Belize"," 2003","68.4","71.6","65.6","16.8","18.1","15.5"
-"Belize"," 2002","68.5","71.6","65.7","16.7","18.1","15.5"
-"Belize"," 2001","68.2","71.3","65.5","16.6","18.0","15.4"
-"Belize"," 2000","68.3","71.3","65.6","16.6","18.0","15.4"
-"Benin"," 2015","60.0","61.1","58.8","15.7","16.2","15.0"
-"Benin"," 2014","59.7","60.7","58.5","15.6","16.2","15.0"
-"Benin"," 2013","59.5","60.6","58.3","15.6","16.1","15.0"
-"Benin"," 2012","59.3","60.4","58.1","15.6","16.1","15.0"
-"Benin"," 2011","59.1","60.2","57.9","15.6","16.1","14.9"
-"Benin"," 2010","58.7","59.9","57.5","15.5","16.0","14.9"
-"Benin"," 2009","58.4","59.5","57.2","15.4","16.0","14.8"
-"Benin"," 2008","57.6","58.6","56.4","15.4","15.9","14.7"
-"Benin"," 2007","57.1","58.2","56.0","15.3","15.8","14.6"
-"Benin"," 2006","56.8","57.9","55.7","15.2","15.7","14.6"
-"Benin"," 2005","56.5","57.6","55.3","15.1","15.6","14.5"
-"Benin"," 2004","56.1","57.3","54.9","15.1","15.6","14.4"
-"Benin"," 2003","55.8","57.0","54.6","15.1","15.5","14.4"
-"Benin"," 2002","55.6","56.8","54.4","15.1","15.5","14.4"
-"Benin"," 2001","55.5","56.7","54.2","15.1","15.6","14.4"
-"Benin"," 2000","55.4","56.6","54.0","15.1","15.6","14.5"
-"Bhutan"," 2015","69.8","70.1","69.5","20.5","20.4","20.5"
-"Bhutan"," 2014","69.4","69.7","69.2","20.4","20.3","20.4"
-"Bhutan"," 2013","69.1","69.3","68.8","20.3","20.2","20.3"
-"Bhutan"," 2012","68.7","68.9","68.5","20.1","20.1","20.1"
-"Bhutan"," 2011","68.3","68.6","68.1","19.9","19.9","19.9"
-"Bhutan"," 2010","67.9","68.2","67.7","19.7","19.7","19.7"
-"Bhutan"," 2009","67.4","67.7","67.1","19.5","19.4","19.5"
-"Bhutan"," 2008","67.0","67.3","66.7","19.3","19.2","19.3"
-"Bhutan"," 2007","66.5","66.8","66.2","19.1","19.0","19.1"
-"Bhutan"," 2006","65.8","66.1","65.5","18.8","18.8","18.9"
-"Bhutan"," 2005","65.0","65.3","64.7","18.6","18.5","18.7"
-"Bhutan"," 2004","64.2","64.4","63.9","18.4","18.3","18.4"
-"Bhutan"," 2003","63.3","63.4","63.1","18.1","18.0","18.2"
-"Bhutan"," 2002","62.5","62.6","62.3","17.9","17.8","18.0"
-"Bhutan"," 2001","61.7","61.8","61.6","17.7","17.6","17.8"
-"Bhutan"," 2000","60.2","60.3","60.0","17.3","17.1","17.4"
-"Bolivia (Plurinational State of)"," 2015","70.7","73.3","68.2","21.3","22.5","20.2"
-"Bolivia (Plurinational State of)"," 2014","70.4","72.9","68.0","21.3","22.4","20.2"
-"Bolivia (Plurinational State of)"," 2013","70.1","72.6","67.7","21.2","22.3","20.1"
-"Bolivia (Plurinational State of)"," 2012","69.8","72.2","67.4","21.1","22.2","20.1"
-"Bolivia (Plurinational State of)"," 2011","69.3","71.7","66.9","20.9","21.9","19.8"
-"Bolivia (Plurinational State of)"," 2010","68.7","71.1","66.4","20.5","21.5","19.5"
-"Bolivia (Plurinational State of)"," 2009","68.0","70.4","65.8","20.1","21.1","19.2"
-"Bolivia (Plurinational State of)"," 2008","67.4","69.7","65.2","19.8","20.7","18.9"
-"Bolivia (Plurinational State of)"," 2007","66.8","69.1","64.6","19.5","20.3","18.6"
-"Bolivia (Plurinational State of)"," 2006","66.2","68.5","64.1","19.2","20.0","18.3"
-"Bolivia (Plurinational State of)"," 2005","65.7","67.8","63.6","18.9","19.7","18.1"
-"Bolivia (Plurinational State of)"," 2004","65.1","67.2","63.0","18.7","19.4","17.9"
-"Bolivia (Plurinational State of)"," 2003","64.5","66.6","62.5","18.4","19.1","17.6"
-"Bolivia (Plurinational State of)"," 2002","63.9","65.9","61.9","18.2","18.9","17.4"
-"Bolivia (Plurinational State of)"," 2001","63.3","65.3","61.4","17.9","18.6","17.2"
-"Bolivia (Plurinational State of)"," 2000","62.6","64.6","60.8","17.7","18.3","17.0"
-"Bosnia and Herzegovina"," 2015","77.4","79.7","75.0","20.6","22.1","18.9"
-"Bosnia and Herzegovina"," 2014","77.2","79.6","74.8","20.5","22.0","18.8"
-"Bosnia and Herzegovina"," 2013","77.0","79.4","74.6","20.4","21.9","18.7"
-"Bosnia and Herzegovina"," 2012","76.8","79.3","74.4","20.2","21.8","18.5"
-"Bosnia and Herzegovina"," 2011","76.9","79.3","74.4","20.3","21.8","18.6"
-"Bosnia and Herzegovina"," 2010","76.4","78.8","73.9","19.9","21.4","18.2"
-"Bosnia and Herzegovina"," 2009","76.1","78.6","73.6","19.7","21.2","18.0"
-"Bosnia and Herzegovina"," 2008","76.0","78.7","73.3","19.8","21.4","17.9"
-"Bosnia and Herzegovina"," 2007","75.4","78.0","72.8","19.3","20.9","17.5"
-"Bosnia and Herzegovina"," 2006","75.7","78.3","73.1","19.5","21.2","17.6"
-"Bosnia and Herzegovina"," 2005","75.0","77.8","72.2","18.8","20.5","16.8"
-"Bosnia and Herzegovina"," 2004","75.5","78.0","72.9","19.2","20.8","17.4"
-"Bosnia and Herzegovina"," 2003","75.2","77.9","72.5","19.0","20.6","17.1"
-"Bosnia and Herzegovina"," 2002","75.4","78.0","72.8","19.2","20.8","17.4"
-"Bosnia and Herzegovina"," 2001","74.9","77.8","72.0","19.0","20.7","17.1"
-"Bosnia and Herzegovina"," 2000","74.6","77.2","71.8","18.8","20.3","16.9"
-"Botswana"," 2015","65.7","68.1","63.3","17.2","18.3","16.0"
-"Botswana"," 2014","65.1","67.7","62.5","17.2","18.3","15.9"
-"Botswana"," 2013","64.2","67.2","61.5","17.1","18.2","15.8"
-"Botswana"," 2012","63.4","65.9","61.0","17.0","18.1","15.8"
-"Botswana"," 2011","62.2","64.8","59.8","16.9","18.0","15.7"
-"Botswana"," 2010","61.1","63.7","58.7","16.8","17.8","15.6"
-"Botswana"," 2009","59.2","60.4","57.9","16.6","17.5","15.5"
-"Botswana"," 2008","57.5","58.2","56.7","16.5","17.3","15.4"
-"Botswana"," 2007","56.9","57.6","56.2","16.4","17.2","15.3"
-"Botswana"," 2006","54.8","55.2","54.3","16.1","16.9","15.1"
-"Botswana"," 2005","51.7","51.8","51.5","15.7","16.5","14.7"
-"Botswana"," 2004","48.1","47.9","48.3","15.1","15.9","14.2"
-"Botswana"," 2003","46.4","46.0","46.7","14.8","15.5","13.9"
-"Botswana"," 2002","46.0","45.7","46.3","14.7","15.4","13.8"
-"Botswana"," 2001","46.7","46.4","46.9","14.8","15.5","13.9"
-"Botswana"," 2000","47.8","47.7","47.9","14.9","15.6","14.0"
-"Brazil"," 2015","75.0","78.7","71.4","21.7","23.3","19.8"
-"Brazil"," 2014","74.8","78.5","71.2","21.5","23.2","19.6"
-"Brazil"," 2013","74.7","78.4","71.1","21.4","23.1","19.5"
-"Brazil"," 2012","74.5","78.2","70.9","21.3","22.9","19.4"
-"Brazil"," 2011","74.1","77.7","70.5","20.9","22.5","19.0"
-"Brazil"," 2010","73.8","77.5","70.2","20.7","22.3","18.8"
-"Brazil"," 2009","73.6","77.3","70.0","20.7","22.3","18.8"
-"Brazil"," 2008","73.4","77.1","69.8","20.5","22.2","18.7"
-"Brazil"," 2007","73.3","76.9","69.7","20.4","22.0","18.6"
-"Brazil"," 2006","73.0","76.6","69.4","20.3","21.9","18.4"
-"Brazil"," 2005","72.7","76.4","69.1","20.2","21.8","18.4"
-"Brazil"," 2004","72.0","75.8","68.4","19.8","21.4","18.0"
-"Brazil"," 2003","71.8","75.6","68.1","19.7","21.3","18.0"
-"Brazil"," 2002","71.4","75.2","67.8","19.6","21.2","17.9"
-"Brazil"," 2001","71.0","74.9","67.3","19.5","21.0","17.7"
-"Brazil"," 2000","70.5","74.3","66.8","19.2","20.7","17.4"
-"Brunei Darussalam"," 2015","77.7","79.2","76.3","21.3","22.3","20.4"
-"Brunei Darussalam"," 2014","77.6","79.1","76.2","21.2","22.2","20.3"
-"Brunei Darussalam"," 2013","77.1","78.5","75.7","20.8","21.8","19.8"
-"Brunei Darussalam"," 2012","78.3","80.0","76.7","21.9","23.1","20.8"
-"Brunei Darussalam"," 2011","77.4","79.0","76.0","21.1","21.9","20.2"
-"Brunei Darussalam"," 2010","76.9","78.3","75.5","20.2","21.2","19.3"
-"Brunei Darussalam"," 2009","76.8","77.8","75.9","20.5","21.0","20.0"
-"Brunei Darussalam"," 2008","77.2","79.3","75.5","20.8","22.4","19.6"
-"Brunei Darussalam"," 2007","76.0","78.1","74.1","20.1","21.4","18.9"
-"Brunei Darussalam"," 2006","76.3","78.0","74.7","20.0","21.2","19.0"
-"Brunei Darussalam"," 2005","76.2","78.0","74.6","20.1","21.1","19.1"
-"Brunei Darussalam"," 2004","76.4","78.0","75.0","20.2","21.5","19.0"
-"Brunei Darussalam"," 2003","76.0","77.4","74.8","19.8","20.6","19.2"
-"Brunei Darussalam"," 2002","74.8","76.5","73.3","18.6","19.7","17.5"
-"Brunei Darussalam"," 2001","74.7","76.2","73.3","18.9","19.4","18.4"
-"Brunei Darussalam"," 2000","74.4","76.0","73.1","18.4","19.7","17.5"
-"Bulgaria"," 2015","74.5","78.0","71.1","19.6","21.6","17.3"
-"Bulgaria"," 2014","74.3","77.8","70.9","19.5","21.5","17.2"
-"Bulgaria"," 2013","74.1","77.7","70.7","19.3","21.3","17.1"
-"Bulgaria"," 2012","73.9","77.4","70.6","19.1","21.1","16.9"
-"Bulgaria"," 2011","73.7","77.3","70.3","19.1","21.1","16.9"
-"Bulgaria"," 2010","73.4","76.9","69.9","18.9","20.9","16.7"
-"Bulgaria"," 2009","73.2","77.0","69.7","18.9","20.9","16.7"
-"Bulgaria"," 2008","72.9","76.7","69.2","18.7","20.7","16.5"
-"Bulgaria"," 2007","72.6","76.3","69.0","18.4","20.4","16.2"
-"Bulgaria"," 2006","72.2","76.0","68.7","18.2","20.2","16.1"
-"Bulgaria"," 2005","72.1","75.8","68.6","18.1","20.0","16.0"
-"Bulgaria"," 2004","72.2","75.9","68.7","18.3","20.2","16.2"
-"Bulgaria"," 2003","72.0","75.7","68.6","18.0","19.9","16.0"
-"Bulgaria"," 2002","71.8","75.3","68.5","17.9","19.7","16.0"
-"Bulgaria"," 2001","71.6","75.1","68.2","17.8","19.6","15.9"
-"Bulgaria"," 2000","71.1","74.7","67.8","17.5","19.2","15.7"
-"Burkina Faso"," 2015","59.9","60.5","59.1","15.4","15.8","14.8"
-"Burkina Faso"," 2014","59.3","60.1","58.5","15.3","15.8","14.7"
-"Burkina Faso"," 2013","59.0","59.6","58.1","15.3","15.7","14.7"
-"Burkina Faso"," 2012","58.6","59.3","57.7","15.3","15.7","14.7"
-"Burkina Faso"," 2011","58.1","58.8","57.2","15.2","15.7","14.6"
-"Burkina Faso"," 2010","57.5","58.3","56.6","15.2","15.6","14.6"
-"Burkina Faso"," 2009","56.9","57.7","55.9","15.2","15.6","14.6"
-"Burkina Faso"," 2008","56.1","57.0","55.1","15.1","15.6","14.5"
-"Burkina Faso"," 2007","55.3","56.2","54.2","15.1","15.5","14.5"
-"Burkina Faso"," 2006","54.3","55.3","53.2","15.0","15.4","14.3"
-"Burkina Faso"," 2005","53.3","54.3","52.3","14.9","15.4","14.2"
-"Burkina Faso"," 2004","52.4","53.4","51.3","14.8","15.3","14.1"
-"Burkina Faso"," 2003","51.6","52.6","50.5","14.7","15.2","13.9"
-"Burkina Faso"," 2002","51.0","52.1","49.9","14.6","15.2","13.8"
-"Burkina Faso"," 2001","50.6","51.7","49.3","14.5","15.1","13.7"
-"Burkina Faso"," 2000","50.1","51.3","48.8","14.5","15.1","13.6"
-"Burundi"," 2015","59.6","61.6","57.7","16.5","17.2","15.8"
-"Burundi"," 2014","59.1","61.1","57.1","16.5","17.1","15.7"
-"Burundi"," 2013","58.6","60.5","56.7","16.4","17.1","15.7"
-"Burundi"," 2012","58.0","59.8","56.3","16.3","17.0","15.7"
-"Burundi"," 2011","57.4","59.2","55.7","16.3","16.9","15.6"
-"Burundi"," 2010","56.8","58.5","55.1","16.2","16.8","15.5"
-"Burundi"," 2009","56.2","57.9","54.5","16.1","16.7","15.4"
-"Burundi"," 2008","55.3","57.1","53.7","16.0","16.7","15.3"
-"Burundi"," 2007","54.8","56.4","53.1","15.9","16.6","15.2"
-"Burundi"," 2006","54.1","55.8","52.4","15.9","16.5","15.2"
-"Burundi"," 2005","53.4","55.1","51.7","15.8","16.4","15.1"
-"Burundi"," 2004","52.6","54.4","50.9","15.7","16.4","15.0"
-"Burundi"," 2003","51.9","53.8","50.0","15.7","16.3","15.0"
-"Burundi"," 2002","51.5","53.5","49.5","15.6","16.3","14.9"
-"Burundi"," 2001","51.3","53.3","49.3","15.6","16.2","14.9"
-"Burundi"," 2000","50.8","53.0","48.6","15.6","16.2","14.8"
-"Côte d'Ivoire"," 2015","53.3","54.4","52.3","14.4","14.8","14.1"
-"Côte d'Ivoire"," 2014","52.8","53.7","51.9","14.3","14.7","14.1"
-"Côte d'Ivoire"," 2013","52.3","53.3","51.5","14.3","14.6","14.0"
-"Côte d'Ivoire"," 2012","52.0","53.0","51.1","14.3","14.6","14.0"
-"Côte d'Ivoire"," 2011","51.7","52.8","50.7","14.2","14.6","13.9"
-"Côte d'Ivoire"," 2010","51.5","52.8","50.3","14.2","14.6","13.9"
-"Côte d'Ivoire"," 2009","51.0","52.3","49.8","14.2","14.5","13.9"
-"Côte d'Ivoire"," 2008","50.4","51.8","49.2","14.1","14.5","13.8"
-"Côte d'Ivoire"," 2007","49.9","51.3","48.8","14.0","14.4","13.8"
-"Côte d'Ivoire"," 2006","49.4","50.7","48.3","13.9","14.2","13.6"
-"Côte d'Ivoire"," 2005","48.7","49.8","47.7","13.7","14.0","13.4"
-"Côte d'Ivoire"," 2004","48.2","49.3","47.3","13.5","13.9","13.2"
-"Côte d'Ivoire"," 2003","48.0","49.1","47.0","13.4","13.8","13.1"
-"Côte d'Ivoire"," 2002","47.7","48.9","46.7","13.4","13.8","13.1"
-"Côte d'Ivoire"," 2001","47.8","48.9","46.9","13.5","13.8","13.2"
-"Côte d'Ivoire"," 2000","47.9","49.0","47.0","13.6","13.9","13.3"
-"Cabo Verde"," 2015","73.3","75.0","71.3","18.9","20.0","17.5"
-"Cabo Verde"," 2014","73.0","74.7","71.0","18.7","19.8","17.4"
-"Cabo Verde"," 2013","72.8","74.5","70.8","18.6","19.7","17.3"
-"Cabo Verde"," 2012","72.7","74.3","70.7","18.6","19.6","17.3"
-"Cabo Verde"," 2011","72.6","74.2","70.6","18.5","19.6","17.3"
-"Cabo Verde"," 2010","72.5","74.2","70.6","18.5","19.6","17.3"
-"Cabo Verde"," 2009","72.4","74.1","70.5","18.5","19.6","17.2"
-"Cabo Verde"," 2008","72.4","74.0","70.5","18.5","19.5","17.2"
-"Cabo Verde"," 2007","72.3","73.9","70.4","18.4","19.5","17.2"
-"Cabo Verde"," 2006","72.1","73.7","70.2","18.3","19.3","17.1"
-"Cabo Verde"," 2005","71.8","73.4","70.0","18.2","19.1","17.0"
-"Cabo Verde"," 2004","71.4","73.0","69.6","18.0","18.9","16.9"
-"Cabo Verde"," 2003","71.1","72.6","69.3","17.8","18.7","16.7"
-"Cabo Verde"," 2002","70.7","72.2","69.0","17.7","18.5","16.7"
-"Cabo Verde"," 2001","70.3","71.8","68.6","17.6","18.4","16.6"
-"Cabo Verde"," 2000","69.9","71.4","68.2","17.5","18.3","16.5"
-"Cambodia"," 2015","68.7","70.7","66.6","17.3","17.9","16.5"
-"Cambodia"," 2014","68.3","70.2","66.1","17.2","17.8","16.4"
-"Cambodia"," 2013","67.8","69.7","65.7","17.1","17.6","16.3"
-"Cambodia"," 2012","67.4","69.3","65.3","17.0","17.6","16.2"
-"Cambodia"," 2011","67.0","68.9","64.8","17.0","17.6","16.1"
-"Cambodia"," 2010","66.6","68.6","64.3","16.9","17.7","15.9"
-"Cambodia"," 2009","66.1","68.2","63.8","16.8","17.7","15.7"
-"Cambodia"," 2008","65.6","67.8","63.2","16.7","17.7","15.5"
-"Cambodia"," 2007","65.0","67.3","62.6","16.6","17.7","15.3"
-"Cambodia"," 2006","64.1","66.4","61.6","16.5","17.5","15.2"
-"Cambodia"," 2005","62.9","65.2","60.3","16.3","17.3","15.1"
-"Cambodia"," 2004","61.5","64.0","58.9","16.1","17.0","15.0"
-"Cambodia"," 2003","60.3","62.7","57.7","15.9","16.7","14.9"
-"Cambodia"," 2002","59.3","61.8","56.8","15.7","16.6","14.8"
-"Cambodia"," 2001","58.5","60.8","56.0","15.6","16.4","14.7"
-"Cambodia"," 2000","57.7","59.9","55.3","15.5","16.2","14.6"
-"Cameroon"," 2015","57.3","58.6","55.9","16.5","17.1","15.9"
-"Cameroon"," 2014","56.7","58.3","55.0","16.4","17.0","15.7"
-"Cameroon"," 2013","56.4","58.1","54.8","16.4","17.0","15.7"
-"Cameroon"," 2012","55.9","57.2","54.8","16.3","16.9","15.7"
-"Cameroon"," 2011","55.6","56.7","54.4","16.3","16.8","15.7"
-"Cameroon"," 2010","55.3","56.4","54.1","16.2","16.8","15.6"
-"Cameroon"," 2009","54.8","56.0","53.7","16.2","16.7","15.6"
-"Cameroon"," 2008","54.2","55.3","53.1","16.1","16.6","15.5"
-"Cameroon"," 2007","53.6","54.6","52.5","16.0","16.5","15.4"
-"Cameroon"," 2006","53.3","54.4","52.2","16.0","16.5","15.4"
-"Cameroon"," 2005","52.8","53.9","51.8","16.0","16.5","15.4"
-"Cameroon"," 2004","52.1","53.1","51.1","15.9","16.4","15.3"
-"Cameroon"," 2003","51.8","52.8","50.8","15.9","16.4","15.3"
-"Cameroon"," 2002","51.6","52.7","50.6","15.9","16.4","15.3"
-"Cameroon"," 2001","51.5","52.6","50.3","15.9","16.4","15.3"
-"Cameroon"," 2000","51.4","52.6","50.2","15.9","16.4","15.3"
-"Canada"," 2015","82.2","84.1","80.2","25.0","26.4","23.5"
-"Canada"," 2014","82.0","84.0","80.0","24.9","26.3","23.3"
-"Canada"," 2013","81.8","83.8","79.7","24.8","26.2","23.2"
-"Canada"," 2012","81.6","83.7","79.5","24.6","26.1","23.0"
-"Canada"," 2011","81.5","83.5","79.4","24.5","26.0","22.8"
-"Canada"," 2010","81.2","83.4","79.0","24.3","25.8","22.6"
-"Canada"," 2009","81.0","83.2","78.7","24.1","25.7","22.4"
-"Canada"," 2008","80.7","82.9","78.4","23.9","25.5","22.1"
-"Canada"," 2007","80.5","82.8","78.1","23.7","25.4","21.9"
-"Canada"," 2006","80.5","82.8","78.1","23.8","25.4","21.9"
-"Canada"," 2005","80.1","82.4","77.7","23.4","25.1","21.6"
-"Canada"," 2004","80.0","82.4","77.5","23.3","25.0","21.4"
-"Canada"," 2003","79.7","82.2","77.2","23.1","24.8","21.1"
-"Canada"," 2002","79.5","82.0","77.0","22.9","24.6","20.9"
-"Canada"," 2001","79.4","81.9","76.8","22.8","24.6","20.8"
-"Canada"," 2000","79.1","81.7","76.4","22.6","24.5","20.4"
-"Central African Republic"," 2015","52.5","54.1","50.9","16.1","16.8","15.2"
-"Central African Republic"," 2014","50.8","52.5","49.1","15.9","16.6","15.0"
-"Central African Republic"," 2013","49.9","51.8","48.1","15.8","16.5","14.9"
-"Central African Republic"," 2012","50.3","51.6","49.0","15.8","16.5","15.0"
-"Central African Republic"," 2011","49.8","51.0","48.4","15.7","16.4","14.9"
-"Central African Republic"," 2010","49.2","50.5","47.9","15.5","16.3","14.8"
-"Central African Republic"," 2009","48.6","49.9","47.2","15.5","16.2","14.7"
-"Central African Republic"," 2008","47.6","48.8","46.4","15.3","16.0","14.5"
-"Central African Republic"," 2007","46.8","47.9","45.7","15.2","15.8","14.4"
-"Central African Republic"," 2006","46.3","47.3","45.2","15.1","15.7","14.3"
-"Central African Republic"," 2005","45.9","46.8","45.0","15.0","15.7","14.3"
-"Central African Republic"," 2004","45.7","46.7","44.8","15.0","15.6","14.3"
-"Central African Republic"," 2003","45.7","46.6","44.7","15.0","15.6","14.2"
-"Central African Republic"," 2002","45.6","46.6","44.5","14.9","15.6","14.2"
-"Central African Republic"," 2001","45.6","46.7","44.4","14.9","15.6","14.2"
-"Central African Republic"," 2000","46.0","47.1","44.9","14.9","15.6","14.2"
-"Chad"," 2015","53.1","54.5","51.7","15.8","16.3","15.2"
-"Chad"," 2014","52.6","54.0","51.3","15.8","16.3","15.2"
-"Chad"," 2013","52.2","53.6","50.8","15.7","16.3","15.2"
-"Chad"," 2012","51.8","53.2","50.5","15.7","16.2","15.1"
-"Chad"," 2011","51.6","52.9","50.3","15.7","16.2","15.1"
-"Chad"," 2010","51.2","52.5","50.0","15.6","16.1","15.1"
-"Chad"," 2009","50.7","51.9","49.6","15.5","16.0","15.0"
-"Chad"," 2008","49.6","50.8","48.5","15.4","15.9","14.9"
-"Chad"," 2007","49.4","50.5","48.4","15.4","15.8","14.8"
-"Chad"," 2006","48.5","49.8","47.2","15.3","15.8","14.7"
-"Chad"," 2005","48.6","49.7","47.6","15.3","15.7","14.7"
-"Chad"," 2004","48.5","49.6","47.4","15.2","15.7","14.7"
-"Chad"," 2003","48.4","49.5","47.2","15.2","15.7","14.7"
-"Chad"," 2002","48.1","49.4","46.9","15.2","15.7","14.7"
-"Chad"," 2001","48.0","49.3","46.8","15.2","15.7","14.6"
-"Chad"," 2000","47.6","49.1","46.2","15.1","15.7","14.6"
-"Chile"," 2015","80.5","83.4","77.4","24.4","26.2","22.3"
-"Chile"," 2014","80.3","83.2","77.2","24.3","26.1","22.1"
-"Chile"," 2013","80.1","83.1","77.0","24.2","26.0","22.0"
-"Chile"," 2012","79.9","82.7","76.9","23.9","25.6","21.8"
-"Chile"," 2011","79.8","82.8","76.7","23.9","25.7","21.8"
-"Chile"," 2010","79.1","82.1","75.9","23.3","25.1","21.1"
-"Chile"," 2009","79.3","82.5","76.1","23.6","25.5","21.4"
-"Chile"," 2008","79.6","82.6","76.4","23.8","25.6","21.6"
-"Chile"," 2007","78.9","81.8","75.8","23.1","24.9","21.0"
-"Chile"," 2006","78.9","81.9","75.8","23.1","25.0","21.0"
-"Chile"," 2005","78.4","81.5","75.3","22.7","24.5","20.6"
-"Chile"," 2004","78.0","81.1","74.9","22.4","24.3","20.4"
-"Chile"," 2003","77.9","81.0","74.7","22.4","24.3","20.3"
-"Chile"," 2002","77.8","81.0","74.6","22.4","24.3","20.3"
-"Chile"," 2001","77.3","80.4","74.1","22.1","23.9","19.9"
-"Chile"," 2000","77.3","80.4","74.2","22.0","23.9","19.9"
-"China"," 2015","76.1","77.6","74.6","19.7","20.9","18.6"
-"China"," 2014","75.8","77.4","74.4","19.6","20.8","18.5"
-"China"," 2013","75.6","77.2","74.1","19.5","20.6","18.3"
-"China"," 2012","75.4","77.0","73.9","19.4","20.6","18.3"
-"China"," 2011","75.2","76.8","73.7","19.4","20.6","18.2"
-"China"," 2010","75.0","76.7","73.5","19.3","20.5","18.2"
-"China"," 2009","74.9","76.5","73.3","19.3","20.5","18.2"
-"China"," 2008","74.5","76.1","72.9","19.2","20.5","18.1"
-"China"," 2007","74.4","76.1","72.9","19.2","20.4","18.1"
-"China"," 2006","74.2","75.8","72.7","19.1","20.3","18.0"
-"China"," 2005","73.9","75.5","72.4","19.0","20.2","17.9"
-"China"," 2004","73.5","75.1","72.1","18.9","20.0","17.8"
-"China"," 2003","73.1","74.7","71.7","18.8","19.9","17.7"
-"China"," 2002","72.7","74.3","71.3","18.7","19.7","17.6"
-"China"," 2001","72.2","73.9","70.7","18.5","19.6","17.4"
-"China"," 2000","71.7","73.5","70.1","18.2","19.4","17.1"
-"Colombia"," 2015","74.8","78.4","71.2","21.7","23.1","20.2"
-"Colombia"," 2014","74.6","78.2","71.0","21.6","23.0","20.0"
-"Colombia"," 2013","74.4","78.0","70.9","21.5","22.8","19.9"
-"Colombia"," 2012","74.3","77.8","70.9","21.3","22.6","19.8"
-"Colombia"," 2011","74.2","77.7","70.7","21.3","22.6","19.8"
-"Colombia"," 2010","73.6","77.2","70.0","20.9","22.2","19.4"
-"Colombia"," 2009","73.6","77.4","69.9","21.1","22.4","19.5"
-"Colombia"," 2008","73.5","77.0","70.0","20.6","21.9","19.1"
-"Colombia"," 2007","73.5","77.0","70.0","20.6","21.9","19.1"
-"Colombia"," 2006","73.1","76.6","69.7","20.3","21.6","18.9"
-"Colombia"," 2005","73.1","76.4","69.8","20.2","21.5","18.8"
-"Colombia"," 2004","72.8","76.2","69.4","20.2","21.4","18.9"
-"Colombia"," 2003","72.4","75.8","69.1","19.9","21.0","18.7"
-"Colombia"," 2002","71.8","75.7","68.0","20.1","21.1","18.9"
-"Colombia"," 2001","71.5","75.4","67.7","19.8","20.9","18.6"
-"Colombia"," 2000","71.4","75.3","67.5","19.7","20.8","18.5"
-"Comoros"," 2015","63.5","65.2","61.9","16.3","17.1","15.4"
-"Comoros"," 2014","63.2","64.9","61.6","16.3","17.1","15.4"
-"Comoros"," 2013","62.9","64.6","61.3","16.2","17.0","15.3"
-"Comoros"," 2012","62.5","64.2","60.9","16.2","17.0","15.3"
-"Comoros"," 2011","62.2","63.8","60.6","16.1","16.9","15.2"
-"Comoros"," 2010","61.8","63.4","60.2","16.0","16.9","15.2"
-"Comoros"," 2009","61.3","63.0","59.8","16.0","16.8","15.1"
-"Comoros"," 2008","61.0","62.6","59.4","15.9","16.7","15.1"
-"Comoros"," 2007","60.6","62.3","59.0","15.9","16.7","15.0"
-"Comoros"," 2006","60.3","61.9","58.7","15.8","16.6","15.0"
-"Comoros"," 2005","60.0","61.6","58.4","15.8","16.6","14.9"
-"Comoros"," 2004","59.8","61.4","58.2","15.7","16.5","14.9"
-"Comoros"," 2003","59.6","61.2","58.0","15.7","16.5","14.9"
-"Comoros"," 2002","59.5","61.2","57.9","15.7","16.5","14.8"
-"Comoros"," 2001","59.5","61.1","57.9","15.7","16.5","14.8"
-"Comoros"," 2000","59.5","61.1","57.9","15.7","16.5","14.8"
-"Congo"," 2015","64.7","66.3","63.2","17.9","18.5","17.2"
-"Congo"," 2014","64.2","65.6","62.7","17.8","18.5","17.2"
-"Congo"," 2013","63.9","65.4","62.5","17.8","18.4","17.1"
-"Congo"," 2012","63.7","65.2","62.2","17.7","18.3","17.0"
-"Congo"," 2011","62.9","64.2","61.6","17.6","18.2","16.9"
-"Congo"," 2010","62.0","63.2","60.7","17.4","18.0","16.8"
-"Congo"," 2009","60.8","62.1","59.6","17.2","17.8","16.6"
-"Congo"," 2008","59.4","60.6","58.2","17.0","17.6","16.4"
-"Congo"," 2007","58.2","59.3","57.0","16.8","17.4","16.2"
-"Congo"," 2006","56.9","58.1","55.8","16.6","17.2","16.0"
-"Congo"," 2005","55.3","56.4","54.2","16.3","16.9","15.7"
-"Congo"," 2004","54.1","55.2","53.1","16.1","16.7","15.5"
-"Congo"," 2003","53.2","54.3","52.2","16.0","16.5","15.3"
-"Congo"," 2002","52.6","53.7","51.4","15.9","16.5","15.3"
-"Congo"," 2001","52.7","53.8","51.7","16.0","16.5","15.4"
-"Congo"," 2000","52.9","54.0","51.9","16.1","16.6","15.5"
-"Cook Islands"," 2013","","","","21","22","20"
-"Costa Rica"," 2015","79.6","82.2","77.1","24.2","25.5","22.7"
-"Costa Rica"," 2014","79.5","82.0","77.0","24.0","25.4","22.6"
-"Costa Rica"," 2013","79.4","82.0","76.9","24.0","25.4","22.6"
-"Costa Rica"," 2012","79.2","81.7","76.8","23.8","25.2","22.5"
-"Costa Rica"," 2011","79.0","81.4","76.6","23.6","24.9","22.3"
-"Costa Rica"," 2010","78.1","80.7","75.6","23.0","24.3","21.7"
-"Costa Rica"," 2009","79.2","81.5","76.8","23.7","25.0","22.4"
-"Costa Rica"," 2008","78.9","81.3","76.6","23.6","24.7","22.3"
-"Costa Rica"," 2007","78.9","81.3","76.6","23.4","24.5","22.1"
-"Costa Rica"," 2006","78.0","80.6","75.5","22.9","24.3","21.5"
-"Costa Rica"," 2005","78.6","80.8","76.3","23.1","24.3","21.9"
-"Costa Rica"," 2004","77.7","80.1","75.4","22.5","23.6","21.3"
-"Costa Rica"," 2003","78.0","80.3","75.8","22.7","23.8","21.5"
-"Costa Rica"," 2002","78.3","80.8","75.9","23.1","24.4","21.7"
-"Costa Rica"," 2001","77.5","79.8","75.3","22.3","23.4","21.1"
-"Costa Rica"," 2000","77.6","80.0","75.3","22.4","23.7","21.0"
-"Croatia"," 2015","78.0","81.2","74.7","21.5","23.6","19.0"
-"Croatia"," 2014","77.8","81.0","74.4","21.3","23.4","18.8"
-"Croatia"," 2013","77.7","80.9","74.3","21.2","23.3","18.7"
-"Croatia"," 2012","77.1","80.5","73.7","20.8","23.0","18.4"
-"Croatia"," 2011","77.0","80.2","73.7","20.8","22.8","18.4"
-"Croatia"," 2010","76.6","79.8","73.3","20.4","22.4","18.0"
-"Croatia"," 2009","76.3","79.6","72.8","20.2","22.2","17.8"
-"Croatia"," 2008","76.0","79.5","72.4","20.1","22.2","17.7"
-"Croatia"," 2007","75.8","79.3","72.3","19.9","22.0","17.4"
-"Croatia"," 2006","75.9","79.3","72.4","20.0","22.0","17.6"
-"Croatia"," 2005","75.2","78.8","71.6","19.4","21.5","17.0"
-"Croatia"," 2004","75.4","78.9","71.8","19.6","21.7","17.0"
-"Croatia"," 2003","74.7","78.2","71.1","19.0","21.0","16.6"
-"Croatia"," 2002","74.8","78.4","71.2","19.3","21.3","16.8"
-"Croatia"," 2001","74.9","78.3","71.3","19.4","21.3","17.1"
-"Croatia"," 2000","74.7","78.2","71.1","19.3","21.2","16.9"
-"Cuba"," 2015","79.1","81.4","76.9","22.8","24.3","21.3"
-"Cuba"," 2014","79.0","81.2","76.8","22.7","24.2","21.2"
-"Cuba"," 2013","78.7","81.0","76.5","22.6","24.0","21.1"
-"Cuba"," 2012","78.7","81.1","76.5","22.6","24.2","21.1"
-"Cuba"," 2011","78.8","80.9","76.7","22.6","24.0","21.1"
-"Cuba"," 2010","78.0","80.2","75.9","21.9","23.3","20.4"
-"Cuba"," 2009","78.1","80.3","76.1","22.1","23.5","20.7"
-"Cuba"," 2008","77.9","80.0","75.9","21.9","23.3","20.5"
-"Cuba"," 2007","78.1","80.2","76.0","22.2","23.6","20.8"
-"Cuba"," 2006","78.0","80.2","75.8","22.1","23.5","20.6"
-"Cuba"," 2005","77.2","79.3","75.1","21.4","22.8","20.1"
-"Cuba"," 2004","77.3","79.4","75.4","21.6","22.9","20.3"
-"Cuba"," 2003","77.4","79.3","75.6","21.7","22.8","20.6"
-"Cuba"," 2002","77.7","79.7","75.7","22.1","23.4","20.9"
-"Cuba"," 2001","76.7","78.6","74.9","21.3","22.4","20.2"
-"Cuba"," 2000","76.9","78.9","74.9","21.6","22.8","20.4"
-"Cyprus"," 2015","80.5","82.7","78.3","22.5","24.1","20.8"
-"Cyprus"," 2014","80.3","82.5","78.2","22.3","24.0","20.6"
-"Cyprus"," 2013","80.1","82.4","78.0","22.2","23.9","20.5"
-"Cyprus"," 2012","80.0","82.2","77.8","22.1","23.7","20.4"
-"Cyprus"," 2011","79.7","82.0","77.6","21.9","23.5","20.2"
-"Cyprus"," 2010","79.5","81.7","77.4","21.7","23.3","20.1"
-"Cyprus"," 2009","79.3","81.4","77.2","21.5","23.1","19.9"
-"Cyprus"," 2008","79.1","81.2","77.0","21.4","22.9","19.8"
-"Cyprus"," 2007","78.9","81.0","76.9","21.3","22.8","19.7"
-"Cyprus"," 2006","78.8","80.9","76.7","21.2","22.7","19.7"
-"Cyprus"," 2005","78.7","80.8","76.6","21.2","22.6","19.6"
-"Cyprus"," 2004","78.6","80.7","76.5","21.1","22.6","19.6"
-"Cyprus"," 2003","78.5","80.6","76.4","21.1","22.5","19.6"
-"Cyprus"," 2002","78.4","80.4","76.3","21.0","22.4","19.5"
-"Cyprus"," 2001","78.2","80.3","76.2","20.9","22.3","19.5"
-"Cyprus"," 2000","78.1","80.2","76.0","20.9","22.3","19.4"
-"Czech Republic"," 2015","78.8","81.7","75.9","22.0","23.9","19.8"
-"Czech Republic"," 2014","78.6","81.5","75.6","21.8","23.7","19.6"
-"Czech Republic"," 2013","78.2","81.2","75.2","21.5","23.4","19.2"
-"Czech Republic"," 2012","78.0","81.0","75.0","21.4","23.3","19.2"
-"Czech Republic"," 2011","77.8","80.8","74.7","21.3","23.2","19.0"
-"Czech Republic"," 2010","77.5","80.5","74.3","21.0","22.9","18.7"
-"Czech Republic"," 2009","77.1","80.2","74.0","20.7","22.7","18.5"
-"Czech Republic"," 2008","77.0","80.2","73.8","20.8","22.7","18.5"
-"Czech Republic"," 2007","76.8","79.9","73.5","20.5","22.4","18.3"
-"Czech Republic"," 2006","76.5","79.6","73.2","20.3","22.2","18.1"
-"Czech Republic"," 2005","75.9","79.0","72.6","19.9","21.7","17.6"
-"Czech Republic"," 2004","75.8","79.1","72.4","19.8","21.7","17.5"
-"Czech Republic"," 2003","75.2","78.5","71.9","19.4","21.4","17.2"
-"Czech Republic"," 2002","75.3","78.6","71.9","19.5","21.4","17.2"
-"Czech Republic"," 2001","75.1","78.3","71.8","19.4","21.2","17.1"
-"Czech Republic"," 2000","74.7","78.1","71.2","19.1","21.0","16.7"
-"Democratic People's Republic of Korea"," 2015","70.6","74.0","67.0","17.0","19.5","13.9"
-"Democratic People's Republic of Korea"," 2014","70.3","73.8","66.7","16.9","19.5","13.8"
-"Democratic People's Republic of Korea"," 2013","70.1","73.5","66.4","16.8","19.4","13.7"
-"Democratic People's Republic of Korea"," 2012","69.8","73.2","66.1","16.7","19.3","13.6"
-"Democratic People's Republic of Korea"," 2011","69.4","72.8","65.8","16.6","19.1","13.5"
-"Democratic People's Republic of Korea"," 2010","69.0","72.4","65.4","16.5","19.0","13.4"
-"Democratic People's Republic of Korea"," 2009","68.7","72.1","65.1","16.4","18.9","13.3"
-"Democratic People's Republic of Korea"," 2008","68.6","71.9","64.9","16.3","18.8","13.2"
-"Democratic People's Republic of Korea"," 2007","68.5","71.8","64.8","16.3","18.8","13.2"
-"Democratic People's Republic of Korea"," 2006","68.5","71.9","64.8","16.4","18.8","13.2"
-"Democratic People's Republic of Korea"," 2005","68.5","71.8","64.7","16.4","18.8","13.2"
-"Democratic People's Republic of Korea"," 2004","68.4","71.7","64.6","16.4","18.8","13.2"
-"Democratic People's Republic of Korea"," 2003","68.1","71.4","64.3","16.4","18.8","13.2"
-"Democratic People's Republic of Korea"," 2002","67.6","71.0","63.8","16.4","18.8","13.1"
-"Democratic People's Republic of Korea"," 2001","66.6","70.2","62.6","16.2","18.6","12.9"
-"Democratic People's Republic of Korea"," 2000","65.4","69.3","61.1","16.0","18.4","12.5"
-"Democratic Republic of the Congo"," 2015","59.8","61.5","58.3","16.8","17.3","16.2"
-"Democratic Republic of the Congo"," 2014","59.3","60.9","57.7","16.7","17.3","16.2"
-"Democratic Republic of the Congo"," 2013","58.8","60.4","57.2","16.7","17.2","16.1"
-"Democratic Republic of the Congo"," 2012","58.3","59.9","56.7","16.6","17.1","16.0"
-"Democratic Republic of the Congo"," 2011","57.9","59.5","56.4","16.5","17.0","15.9"
-"Democratic Republic of the Congo"," 2010","57.4","59.0","55.9","16.4","16.9","15.9"
-"Democratic Republic of the Congo"," 2009","56.7","58.3","55.2","16.3","16.8","15.7"
-"Democratic Republic of the Congo"," 2008","56.3","57.9","54.7","16.2","16.7","15.6"
-"Democratic Republic of the Congo"," 2007","55.7","57.3","54.1","16.1","16.6","15.5"
-"Democratic Republic of the Congo"," 2006","55.0","56.6","53.4","16.0","16.5","15.4"
-"Democratic Republic of the Congo"," 2005","54.3","55.9","52.7","15.8","16.3","15.2"
-"Democratic Republic of the Congo"," 2004","53.5","55.1","52.0","15.7","16.2","15.1"
-"Democratic Republic of the Congo"," 2003","52.8","54.4","51.1","15.6","16.1","15.0"
-"Democratic Republic of the Congo"," 2002","52.1","53.8","50.4","15.5","16.0","14.9"
-"Democratic Republic of the Congo"," 2001","51.8","53.3","50.4","15.4","15.9","14.9"
-"Democratic Republic of the Congo"," 2000","51.3","52.7","49.8","15.4","15.8","14.8"
-"Denmark"," 2015","80.6","82.5","78.6","23.3","24.6","21.8"
-"Denmark"," 2014","80.4","82.3","78.4","23.1","24.5","21.6"
-"Denmark"," 2013","80.1","82.2","78.1","23.0","24.4","21.4"
-"Denmark"," 2012","80.0","82.0","77.9","22.8","24.2","21.2"
-"Denmark"," 2011","79.7","81.8","77.6","22.7","24.2","21.1"
-"Denmark"," 2010","79.2","81.3","77.1","22.3","23.8","20.7"
-"Denmark"," 2009","78.9","81.1","76.8","22.1","23.6","20.5"
-"Denmark"," 2008","78.8","81.0","76.5","22.0","23.6","20.4"
-"Denmark"," 2007","78.4","80.6","76.1","21.8","23.2","20.2"
-"Denmark"," 2006","78.1","80.5","75.8","21.6","23.1","19.9"
-"Denmark"," 2005","78.1","80.4","75.8","21.5","23.1","19.8"
-"Denmark"," 2004","77.7","80.1","75.3","21.3","23.0","19.5"
-"Denmark"," 2003","77.3","79.7","74.9","21.0","22.6","19.3"
-"Denmark"," 2002","77.0","79.2","74.7","20.8","22.3","19.1"
-"Denmark"," 2001","77.0","79.3","74.7","20.7","22.3","19.0"
-"Denmark"," 2000","76.9","79.2","74.5","20.6","22.2","18.8"
-"Djibouti"," 2015","63.5","65.3","61.8","17.6","18.2","16.9"
-"Djibouti"," 2014","63.0","64.7","61.3","17.6","18.2","16.9"
-"Djibouti"," 2013","62.7","64.4","61.1","17.5","18.1","16.9"
-"Djibouti"," 2012","62.2","63.9","60.6","17.5","18.1","16.8"
-"Djibouti"," 2011","61.8","63.4","60.2","17.4","18.0","16.8"
-"Djibouti"," 2010","61.3","63.0","59.8","17.3","17.9","16.7"
-"Djibouti"," 2009","60.9","62.5","59.3","17.2","17.8","16.6"
-"Djibouti"," 2008","60.2","61.9","58.6","17.1","17.7","16.5"
-"Djibouti"," 2007","59.8","61.4","58.2","17.0","17.6","16.4"
-"Djibouti"," 2006","59.1","60.7","57.6","16.9","17.5","16.3"
-"Djibouti"," 2005","58.6","60.2","57.1","16.9","17.5","16.3"
-"Djibouti"," 2004","58.1","59.7","56.6","16.8","17.4","16.2"
-"Djibouti"," 2003","58.0","59.6","56.4","16.8","17.4","16.2"
-"Djibouti"," 2002","57.9","59.6","56.3","16.8","17.4","16.2"
-"Djibouti"," 2001","57.7","59.4","56.0","16.8","17.3","16.2"
-"Djibouti"," 2000","57.4","59.2","55.7","16.7","17.3","16.1"
-"Dominica"," 2013","","","","21","22","21"
-"Dominican Republic"," 2015","73.9","77.1","70.9","22.0","23.5","20.6"
-"Dominican Republic"," 2014","73.6","76.8","70.7","21.9","23.4","20.5"
-"Dominican Republic"," 2013","73.4","76.6","70.4","21.8","23.3","20.4"
-"Dominican Republic"," 2012","72.1","75.4","69.1","21.2","22.5","20.0"
-"Dominican Republic"," 2011","73.1","76.2","70.2","21.6","23.1","20.2"
-"Dominican Republic"," 2010","72.7","75.9","69.7","21.5","22.9","20.0"
-"Dominican Republic"," 2009","73.6","76.8","70.7","22.3","23.8","20.9"
-"Dominican Republic"," 2008","73.3","76.3","70.5","22.2","23.5","20.9"
-"Dominican Republic"," 2007","72.9","75.8","70.1","21.8","23.1","20.6"
-"Dominican Republic"," 2006","72.3","75.3","69.5","21.8","22.9","20.7"
-"Dominican Republic"," 2005","69.7","72.8","66.8","19.9","21.0","18.9"
-"Dominican Republic"," 2004","69.3","72.6","66.3","19.8","21.2","18.5"
-"Dominican Republic"," 2003","70.3","73.6","67.3","20.8","22.0","19.7"
-"Dominican Republic"," 2002","71.4","74.2","68.8","21.5","22.5","20.5"
-"Dominican Republic"," 2001","71.2","74.0","68.7","21.4","22.4","20.6"
-"Dominican Republic"," 2000","72.0","74.7","69.6","21.9","22.8","21.1"
-"Ecuador"," 2015","76.2","79.0","73.5","22.7","23.9","21.5"
-"Ecuador"," 2014","76.0","78.8","73.2","22.6","23.8","21.4"
-"Ecuador"," 2013","76.0","78.8","73.3","22.7","23.9","21.5"
-"Ecuador"," 2012","75.5","78.4","72.7","22.5","23.7","21.3"
-"Ecuador"," 2011","75.3","78.4","72.3","22.5","23.8","21.2"
-"Ecuador"," 2010","75.0","78.1","72.1","22.4","23.6","21.3"
-"Ecuador"," 2009","75.1","78.1","72.1","22.7","23.8","21.5"
-"Ecuador"," 2008","74.6","77.9","71.6","22.4","23.6","21.1"
-"Ecuador"," 2007","74.7","77.7","71.8","22.5","23.6","21.3"
-"Ecuador"," 2006","74.4","77.3","71.5","22.3","23.5","21.2"
-"Ecuador"," 2005","74.2","77.4","71.2","22.5","23.7","21.3"
-"Ecuador"," 2004","74.4","77.6","71.4","22.7","24.0","21.5"
-"Ecuador"," 2003","74.4","77.4","71.5","22.9","24.0","21.7"
-"Ecuador"," 2002","73.6","76.7","70.6","22.4","23.5","21.2"
-"Ecuador"," 2001","73.4","76.4","70.5","22.3","23.4","21.1"
-"Ecuador"," 2000","72.8","76.0","69.8","22.0","23.1","20.7"
-"Egypt"," 2015","70.9","73.2","68.8","17.4","18.5","16.3"
-"Egypt"," 2014","70.8","73.0","68.6","17.4","18.4","16.2"
-"Egypt"," 2013","70.9","73.1","68.7","17.5","18.6","16.3"
-"Egypt"," 2012","70.2","72.4","68.1","17.0","18.0","15.9"
-"Egypt"," 2011","70.4","72.8","68.1","17.4","18.5","16.1"
-"Egypt"," 2010","70.0","72.2","67.9","17.1","18.2","15.9"
-"Egypt"," 2009","69.9","72.2","67.7","17.1","18.3","15.8"
-"Egypt"," 2008","69.8","72.2","67.6","17.1","18.3","15.8"
-"Egypt"," 2007","69.7","72.1","67.5","17.1","18.4","15.8"
-"Egypt"," 2006","69.5","71.8","67.2","17.1","18.3","15.8"
-"Egypt"," 2005","69.4","71.7","67.1","17.1","18.3","15.7"
-"Egypt"," 2004","69.0","71.4","66.7","16.9","18.1","15.5"
-"Egypt"," 2003","68.6","71.0","66.3","16.7","17.9","15.3"
-"Egypt"," 2002","68.7","71.1","66.3","17.0","18.2","15.6"
-"Egypt"," 2001","68.6","71.1","66.2","17.1","18.5","15.7"
-"Egypt"," 2000","68.8","71.4","66.4","17.5","18.8","16.0"
-"El Salvador"," 2015","73.5","77.9","68.8","21.9","23.1","20.4"
-"El Salvador"," 2014","73.3","77.7","68.5","21.8","23.0","20.3"
-"El Salvador"," 2013","73.0","77.4","68.2","21.6","22.8","20.2"
-"El Salvador"," 2012","73.0","77.3","68.4","21.4","22.6","20.0"
-"El Salvador"," 2011","72.0","76.8","67.0","21.3","22.6","19.9"
-"El Salvador"," 2010","72.0","76.3","67.4","21.0","22.0","19.9"
-"El Salvador"," 2009","71.4","76.1","66.4","21.1","22.2","19.8"
-"El Salvador"," 2008","71.7","76.1","67.0","20.9","21.9","19.7"
-"El Salvador"," 2007","71.2","75.8","66.5","20.9","21.9","19.8"
-"El Salvador"," 2006","70.5","75.2","65.7","20.6","21.5","19.6"
-"El Salvador"," 2005","70.1","74.8","65.2","20.3","21.2","19.2"
-"El Salvador"," 2004","70.0","74.6","65.1","20.2","21.1","19.2"
-"El Salvador"," 2003","69.9","74.3","65.3","19.8","20.7","18.8"
-"El Salvador"," 2002","70.3","74.5","65.9","20.2","21.2","19.1"
-"El Salvador"," 2001","68.9","73.2","64.5","19.5","20.3","18.5"
-"El Salvador"," 2000","69.0","73.6","64.4","19.5","20.6","18.3"
-"Equatorial Guinea"," 2015","58.2","60.0","56.6","16.8","17.4","16.2"
-"Equatorial Guinea"," 2014","57.9","59.6","56.4","16.7","17.4","16.2"
-"Equatorial Guinea"," 2013","57.4","58.8","56.2","16.7","17.3","16.1"
-"Equatorial Guinea"," 2012","56.7","58.0","55.6","16.6","17.2","16.0"
-"Equatorial Guinea"," 2011","56.2","57.4","55.1","16.5","17.1","16.0"
-"Equatorial Guinea"," 2010","56.1","57.3","54.9","16.4","17.0","15.9"
-"Equatorial Guinea"," 2009","55.7","57.0","54.5","16.3","16.9","15.8"
-"Equatorial Guinea"," 2008","55.4","56.8","54.2","16.3","16.9","15.7"
-"Equatorial Guinea"," 2007","55.0","56.4","53.8","16.2","16.8","15.7"
-"Equatorial Guinea"," 2006","54.8","56.2","53.5","16.1","16.7","15.6"
-"Equatorial Guinea"," 2005","54.4","55.9","53.2","16.1","16.6","15.5"
-"Equatorial Guinea"," 2004","54.1","55.5","52.8","16.0","16.6","15.5"
-"Equatorial Guinea"," 2003","53.8","55.3","52.5","15.9","16.5","15.4"
-"Equatorial Guinea"," 2002","53.5","55.0","52.1","15.9","16.4","15.3"
-"Equatorial Guinea"," 2001","53.1","54.6","51.7","15.8","16.3","15.2"
-"Equatorial Guinea"," 2000","52.7","54.3","51.2","15.7","16.3","15.2"
-"Eritrea"," 2015","64.7","67.0","62.4","15.6","17.1","13.9"
-"Eritrea"," 2014","64.4","66.6","62.1","15.6","17.1","13.8"
-"Eritrea"," 2013","64.0","66.2","61.8","15.5","17.0","13.8"
-"Eritrea"," 2012","63.6","65.8","61.3","15.4","16.9","13.7"
-"Eritrea"," 2011","62.9","65.2","60.5","15.2","16.8","13.5"
-"Eritrea"," 2010","62.1","64.6","59.6","15.0","16.5","13.2"
-"Eritrea"," 2009","61.4","64.0","58.7","14.7","16.3","12.9"
-"Eritrea"," 2008","60.7","63.4","58.0","14.6","16.1","12.7"
-"Eritrea"," 2007","60.2","62.7","57.7","14.5","16.0","12.7"
-"Eritrea"," 2006","59.7","62.1","57.4","14.4","15.9","12.7"
-"Eritrea"," 2005","59.4","61.5","57.2","14.4","15.8","12.8"
-"Eritrea"," 2004","59.1","61.0","57.1","14.4","15.7","12.8"
-"Eritrea"," 2003","58.8","60.6","56.9","14.4","15.6","12.8"
-"Eritrea"," 2002","58.5","60.3","56.7","14.3","15.6","12.8"
-"Eritrea"," 2001","58.1","59.9","56.3","14.3","15.5","12.8"
-"Eritrea"," 2000","45.3","52.7","39.5","13.5","15.0","11.8"
-"Estonia"," 2015","77.6","82.0","72.7","22.0","24.5","18.5"
-"Estonia"," 2014","77.3","81.8","72.3","21.8","24.4","18.3"
-"Estonia"," 2013","76.9","81.5","71.9","21.6","24.1","18.1"
-"Estonia"," 2012","76.3","81.0","71.2","21.3","23.9","17.7"
-"Estonia"," 2011","76.1","80.8","71.1","21.3","23.8","17.8"
-"Estonia"," 2010","75.6","80.2","70.6","20.6","23.1","17.2"
-"Estonia"," 2009","74.9","79.9","69.7","20.5","23.1","17.0"
-"Estonia"," 2008","74.2","79.3","68.8","20.1","22.7","16.5"
-"Estonia"," 2007","73.0","78.7","67.3","19.7","22.4","16.0"
-"Estonia"," 2006","73.0","78.3","67.5","19.5","22.2","16.0"
-"Estonia"," 2005","72.8","78.1","67.3","19.5","22.1","15.9"
-"Estonia"," 2004","72.3","77.9","66.6","19.2","21.8","15.7"
-"Estonia"," 2003","71.9","77.1","66.5","18.9","21.4","15.5"
-"Estonia"," 2002","71.2","76.8","65.5","18.8","21.3","15.5"
-"Estonia"," 2001","70.8","76.4","65.1","18.7","21.2","15.4"
-"Estonia"," 2000","70.8","76.1","65.4","18.5","20.9","15.3"
-"Ethiopia"," 2015","64.8","66.8","62.8","17.8","18.5","17.0"
-"Ethiopia"," 2014","64.2","66.1","62.3","17.7","18.4","16.9"
-"Ethiopia"," 2013","63.7","65.7","61.9","17.6","18.3","16.8"
-"Ethiopia"," 2012","63.3","65.2","61.4","17.5","18.2","16.7"
-"Ethiopia"," 2011","62.6","64.5","60.8","17.4","18.0","16.6"
-"Ethiopia"," 2010","61.8","63.6","60.1","17.2","17.9","16.6"
-"Ethiopia"," 2009","60.8","62.5","59.3","17.1","17.7","16.4"
-"Ethiopia"," 2008","59.8","61.3","58.3","16.9","17.6","16.3"
-"Ethiopia"," 2007","58.5","59.9","57.2","16.8","17.4","16.2"
-"Ethiopia"," 2006","57.2","58.5","55.9","16.6","17.2","16.0"
-"Ethiopia"," 2005","56.0","57.4","54.8","16.4","17.0","15.8"
-"Ethiopia"," 2004","55.0","56.3","53.6","16.2","16.8","15.6"
-"Ethiopia"," 2003","54.0","55.4","52.6","16.0","16.6","15.4"
-"Ethiopia"," 2002","53.2","54.7","51.8","15.9","16.5","15.2"
-"Ethiopia"," 2001","52.5","54.0","51.0","15.7","16.4","15.1"
-"Ethiopia"," 2000","51.2","53.1","49.3","15.6","16.2","14.9"
-"Fiji"," 2015","69.9","73.1","67.0","17.2","19.0","15.4"
-"Fiji"," 2014","69.7","72.9","66.9","17.1","18.9","15.4"
-"Fiji"," 2013","69.6","72.7","66.8","17.0","18.9","15.3"
-"Fiji"," 2012","69.4","72.5","66.6","17.0","18.8","15.3"
-"Fiji"," 2011","69.2","72.4","66.5","16.9","18.7","15.2"
-"Fiji"," 2010","69.1","72.2","66.3","16.9","18.7","15.2"
-"Fiji"," 2009","68.9","72.1","66.1","16.8","18.6","15.1"
-"Fiji"," 2008","68.7","71.9","66.0","16.7","18.5","15.0"
-"Fiji"," 2007","68.6","71.8","65.9","16.6","18.4","15.0"
-"Fiji"," 2006","68.5","71.6","65.8","16.5","18.3","14.9"
-"Fiji"," 2005","68.3","71.3","65.7","16.4","18.1","14.8"
-"Fiji"," 2004","68.1","71.1","65.5","16.3","17.9","14.8"
-"Fiji"," 2003","68.0","70.8","65.4","16.2","17.8","14.7"
-"Fiji"," 2002","67.9","70.7","65.4","16.1","17.7","14.7"
-"Fiji"," 2001","67.8","70.5","65.3","16.1","17.5","14.6"
-"Fiji"," 2000","67.7","70.3","65.2","16.0","17.4","14.6"
-"Finland"," 2015","81.1","83.8","78.3","24.1","25.9","22.1"
-"Finland"," 2014","80.9","83.7","78.0","23.9","25.8","21.9"
-"Finland"," 2013","80.7","83.6","77.9","23.8","25.7","21.7"
-"Finland"," 2012","80.4","83.2","77.5","23.6","25.5","21.5"
-"Finland"," 2011","80.3","83.4","77.2","23.6","25.6","21.4"
-"Finland"," 2010","79.9","83.1","76.6","23.3","25.4","21.0"
-"Finland"," 2009","79.7","83.1","76.4","23.3","25.5","20.9"
-"Finland"," 2008","79.6","82.9","76.3","23.3","25.3","21.0"
-"Finland"," 2007","79.3","82.8","75.8","23.1","25.2","20.6"
-"Finland"," 2006","79.2","82.7","75.7","23.0","25.1","20.4"
-"Finland"," 2005","78.9","82.3","75.5","22.8","24.9","20.3"
-"Finland"," 2004","78.7","82.0","75.2","22.6","24.7","20.1"
-"Finland"," 2003","78.4","81.7","75.0","22.2","24.1","19.8"
-"Finland"," 2002","78.1","81.4","74.7","21.9","23.9","19.4"
-"Finland"," 2001","78.0","81.4","74.5","21.8","23.8","19.4"
-"Finland"," 2000","77.5","80.9","74.0","21.5","23.6","19.1"
-"France"," 2015","82.4","85.4","79.4","25.7","27.7","23.5"
-"France"," 2014","82.2","85.2","79.1","25.5","27.6","23.3"
-"France"," 2013","82.0","85.0","78.9","25.4","27.4","23.1"
-"France"," 2012","81.5","84.6","78.4","24.9","27.0","22.7"
-"France"," 2011","81.7","84.9","78.5","25.2","27.3","22.8"
-"France"," 2010","81.3","84.6","78.0","24.8","27.0","22.4"
-"France"," 2009","81.1","84.4","77.7","24.7","26.9","22.2"
-"France"," 2008","80.9","84.3","77.5","24.5","26.8","22.0"
-"France"," 2007","80.9","84.4","77.3","24.5","26.8","21.9"
-"France"," 2006","80.6","84.1","77.0","24.3","26.6","21.7"
-"France"," 2005","80.1","83.7","76.5","23.9","26.2","21.3"
-"France"," 2004","80.2","83.8","76.6","24.0","26.4","21.4"
-"France"," 2003","79.3","82.9","75.7","23.3","25.6","20.7"
-"France"," 2002","79.2","82.9","75.5","23.3","25.7","20.7"
-"France"," 2001","79.0","82.8","75.2","23.2","25.6","20.5"
-"France"," 2000","78.8","82.7","75.0","23.0","25.5","20.3"
-"Gabon"," 2015","66.0","67.2","64.7","18.2","18.9","17.5"
-"Gabon"," 2014","65.5","66.6","64.4","18.2","18.8","17.5"
-"Gabon"," 2013","64.6","65.2","63.9","18.1","18.6","17.4"
-"Gabon"," 2012","63.5","63.5","63.5","18.0","18.5","17.4"
-"Gabon"," 2011","62.8","62.6","62.9","17.9","18.3","17.3"
-"Gabon"," 2010","62.3","62.1","62.4","17.8","18.2","17.2"
-"Gabon"," 2009","61.7","61.4","62.0","17.7","18.2","17.2"
-"Gabon"," 2008","61.6","61.3","61.8","17.6","18.1","17.1"
-"Gabon"," 2007","61.6","61.4","61.7","17.6","18.1","17.1"
-"Gabon"," 2006","61.4","61.4","61.4","17.5","18.0","17.0"
-"Gabon"," 2005","60.5","60.4","60.5","17.4","17.8","16.9"
-"Gabon"," 2004","59.7","59.7","59.7","17.3","17.7","16.8"
-"Gabon"," 2003","59.7","59.7","59.5","17.3","17.7","16.7"
-"Gabon"," 2002","59.7","59.9","59.4","17.2","17.7","16.7"
-"Gabon"," 2001","59.8","60.2","59.4","17.2","17.7","16.7"
-"Gabon"," 2000","60.1","60.7","59.5","17.2","17.7","16.7"
-"Gambia"," 2015","61.1","62.5","59.8","15.3","16.0","14.7"
-"Gambia"," 2014","60.8","62.1","59.5","15.3","15.9","14.7"
-"Gambia"," 2013","60.6","62.0","59.2","15.2","15.9","14.7"
-"Gambia"," 2012","60.2","61.6","58.9","15.2","15.9","14.7"
-"Gambia"," 2011","59.8","61.0","58.7","15.2","15.8","14.6"
-"Gambia"," 2010","59.3","60.5","58.3","15.1","15.7","14.6"
-"Gambia"," 2009","59.0","60.2","58.0","15.0","15.7","14.5"
-"Gambia"," 2008","58.7","59.9","57.7","15.0","15.6","14.5"
-"Gambia"," 2007","58.5","59.6","57.4","15.0","15.6","14.5"
-"Gambia"," 2006","58.2","59.3","57.1","14.9","15.5","14.4"
-"Gambia"," 2005","57.7","58.9","56.7","14.9","15.4","14.4"
-"Gambia"," 2004","57.3","58.5","56.4","14.8","15.4","14.4"
-"Gambia"," 2003","57.0","58.1","56.0","14.8","15.3","14.3"
-"Gambia"," 2002","56.6","57.8","55.6","14.8","15.3","14.3"
-"Gambia"," 2001","56.3","57.5","55.2","14.7","15.3","14.3"
-"Gambia"," 2000","55.9","57.1","54.8","14.7","15.2","14.2"
-"Georgia"," 2015","74.4","78.3","70.3","19.4","21.5","16.9"
-"Georgia"," 2014","74.5","78.4","70.5","19.5","21.6","17.1"
-"Georgia"," 2013","74.5","78.5","70.5","19.7","21.8","17.2"
-"Georgia"," 2012","74.2","78.1","70.2","19.5","21.6","17.1"
-"Georgia"," 2011","73.9","77.4","70.3","19.2","21.0","17.0"
-"Georgia"," 2010","73.8","77.3","70.0","19.3","20.9","17.2"
-"Georgia"," 2009","73.2","76.6","69.6","19.0","20.6","17.0"
-"Georgia"," 2008","73.9","77.9","69.8","19.9","21.8","17.5"
-"Georgia"," 2007","74.4","78.1","70.5","20.1","22.0","17.7"
-"Georgia"," 2006","73.9","77.8","69.8","19.8","21.6","17.6"
-"Georgia"," 2005","73.9","77.4","70.0","20.0","21.8","17.8"
-"Georgia"," 2004","72.3","76.0","68.4","18.6","20.3","16.5"
-"Georgia"," 2003","72.7","76.1","69.1","19.0","20.7","16.8"
-"Georgia"," 2002","71.7","75.3","68.0","18.8","20.2","17.0"
-"Georgia"," 2001","73.0","76.7","69.1","19.6","21.2","17.6"
-"Georgia"," 2000","71.8","75.5","68.0","18.6","20.2","16.7"
-"Germany"," 2015","81.0","83.4","78.7","23.7","25.4","21.9"
-"Germany"," 2014","80.9","83.2","78.5","23.6","25.3","21.7"
-"Germany"," 2013","80.6","82.9","78.1","23.3","25.0","21.5"
-"Germany"," 2012","80.6","83.0","78.1","23.4","25.1","21.5"
-"Germany"," 2011","80.5","82.9","77.9","23.3","25.1","21.4"
-"Germany"," 2010","80.1","82.6","77.5","23.1","24.8","21.1"
-"Germany"," 2009","80.0","82.5","77.3","23.0","24.8","21.0"
-"Germany"," 2008","79.9","82.4","77.2","23.0","24.7","21.0"
-"Germany"," 2007","79.8","82.4","77.1","23.0","24.8","20.9"
-"Germany"," 2006","79.6","82.2","76.8","22.8","24.6","20.7"
-"Germany"," 2005","79.2","81.9","76.3","22.5","24.3","20.3"
-"Germany"," 2004","79.1","81.8","76.2","22.4","24.3","20.2"
-"Germany"," 2003","78.5","81.3","75.5","22.0","23.8","19.7"
-"Germany"," 2002","78.4","81.2","75.4","21.9","23.8","19.6"
-"Germany"," 2001","78.3","81.2","75.2","21.9","23.8","19.5"
-"Germany"," 2000","78.0","80.9","74.8","21.6","23.5","19.2"
-"Ghana"," 2015","62.4","63.9","61.0","15.9","16.4","15.4"
-"Ghana"," 2014","62.1","63.6","60.7","15.9","16.3","15.4"
-"Ghana"," 2013","61.9","63.4","60.5","15.9","16.3","15.4"
-"Ghana"," 2012","61.6","63.0","60.2","15.8","16.3","15.3"
-"Ghana"," 2011","61.2","62.5","59.9","15.8","16.3","15.3"
-"Ghana"," 2010","60.9","62.2","59.6","15.8","16.2","15.3"
-"Ghana"," 2009","60.6","61.9","59.3","15.8","16.2","15.3"
-"Ghana"," 2008","60.3","61.6","59.0","15.7","16.2","15.3"
-"Ghana"," 2007","59.9","61.2","58.6","15.7","16.1","15.2"
-"Ghana"," 2006","59.4","60.8","58.1","15.6","16.0","15.1"
-"Ghana"," 2005","58.9","60.3","57.5","15.4","15.8","14.9"
-"Ghana"," 2004","58.3","59.8","56.9","15.2","15.6","14.7"
-"Ghana"," 2003","57.9","59.4","56.4","15.1","15.5","14.6"
-"Ghana"," 2002","57.6","59.1","56.2","15.1","15.5","14.6"
-"Ghana"," 2001","57.4","58.8","56.0","15.1","15.5","14.6"
-"Ghana"," 2000","57.2","58.6","55.9","15.1","15.5","14.6"
-"Greece"," 2015","81.0","83.6","78.3","24.0","25.7","22.1"
-"Greece"," 2014","80.8","83.5","78.1","23.8","25.6","22.0"
-"Greece"," 2013","80.6","83.3","77.9","23.7","25.4","21.9"
-"Greece"," 2012","80.4","83.1","77.7","23.4","25.2","21.6"
-"Greece"," 2011","80.5","83.2","77.7","23.6","25.4","21.7"
-"Greece"," 2010","80.3","82.9","77.7","23.5","25.0","21.7"
-"Greece"," 2009","80.0","82.7","77.4","23.3","24.9","21.6"
-"Greece"," 2008","79.9","82.4","77.3","23.0","24.5","21.4"
-"Greece"," 2007","79.4","82.0","76.9","22.7","24.2","21.1"
-"Greece"," 2006","79.7","82.3","77.1","22.9","24.4","21.3"
-"Greece"," 2005","79.3","82.0","76.6","22.7","24.3","21.0"
-"Greece"," 2004","79.2","82.0","76.5","22.6","24.2","20.9"
-"Greece"," 2003","79.1","81.8","76.4","22.5","24.0","20.8"
-"Greece"," 2002","79.0","81.7","76.3","22.4","24.0","20.7"
-"Greece"," 2001","78.7","81.5","76.0","22.3","23.9","20.6"
-"Greece"," 2000","78.2","81.1","75.4","21.9","23.5","20.1"
-"Grenada"," 2015","73.6","76.1","71.2","19.0","20.2","17.8"
-"Grenada"," 2014","73.5","75.9","71.1","19.0","20.1","17.7"
-"Grenada"," 2013","73.3","75.8","70.9","18.9","20.0","17.6"
-"Grenada"," 2012","73.1","75.6","70.8","18.8","19.8","17.5"
-"Grenada"," 2011","72.9","75.3","70.5","18.6","19.7","17.4"
-"Grenada"," 2010","72.6","75.1","70.2","18.4","19.5","17.2"
-"Grenada"," 2009","72.4","74.8","70.0","18.3","19.3","17.0"
-"Grenada"," 2008","72.1","74.5","69.7","18.1","19.1","16.9"
-"Grenada"," 2007","71.9","74.3","69.5","18.0","19.0","16.8"
-"Grenada"," 2006","71.7","74.1","69.3","17.9","18.9","16.6"
-"Grenada"," 2005","71.5","73.9","69.1","17.8","18.7","16.5"
-"Grenada"," 2004","70.3","72.8","67.8","17.5","18.5","16.3"
-"Grenada"," 2003","71.1","73.5","68.7","17.5","18.5","16.3"
-"Grenada"," 2002","70.9","73.2","68.5","17.4","18.4","16.2"
-"Grenada"," 2001","70.7","73.0","68.3","17.3","18.2","16.1"
-"Grenada"," 2000","70.4","72.8","68.0","17.1","18.1","16.0"
-"Guatemala"," 2015","71.9","75.2","68.5","21.1","22.1","20.0"
-"Guatemala"," 2014","71.7","75.0","68.3","21.1","22.0","20.0"
-"Guatemala"," 2013","71.4","74.7","68.0","20.9","21.9","19.9"
-"Guatemala"," 2012","71.3","74.6","68.0","21.0","22.0","19.9"
-"Guatemala"," 2011","71.1","74.4","67.7","21.0","21.9","20.0"
-"Guatemala"," 2010","70.7","74.0","67.3","20.8","21.7","19.9"
-"Guatemala"," 2009","70.6","73.9","67.1","20.9","21.8","20.0"
-"Guatemala"," 2008","70.9","74.3","67.4","21.1","22.0","20.1"
-"Guatemala"," 2007","70.5","73.7","67.3","20.9","21.6","20.1"
-"Guatemala"," 2006","69.7","73.3","66.1","20.6","21.4","19.7"
-"Guatemala"," 2005","69.2","72.7","65.6","20.4","21.2","19.4"
-"Guatemala"," 2004","69.6","73.0","66.2","20.6","21.4","19.6"
-"Guatemala"," 2003","69.4","72.8","65.9","20.6","21.3","19.8"
-"Guatemala"," 2002","69.3","72.5","66.0","20.5","21.4","19.6"
-"Guatemala"," 2001","68.4","71.9","64.8","20.0","20.9","19.0"
-"Guatemala"," 2000","67.7","71.0","64.3","19.8","20.7","18.9"
-"Guinea"," 2015","59.0","59.8","58.2","16.7","17.1","16.4"
-"Guinea"," 2014","58.1","58.9","57.4","16.6","16.9","16.3"
-"Guinea"," 2013","58.8","59.6","58.1","16.7","17.0","16.4"
-"Guinea"," 2012","58.4","59.2","57.7","16.7","17.0","16.3"
-"Guinea"," 2011","58.1","59.1","57.2","16.7","17.1","16.2"
-"Guinea"," 2010","57.8","59.0","56.6","16.7","17.2","16.1"
-"Guinea"," 2009","57.3","58.8","55.9","16.7","17.2","16.0"
-"Guinea"," 2008","56.8","58.4","55.2","16.6","17.3","15.9"
-"Guinea"," 2007","56.4","58.0","54.7","16.6","17.3","15.9"
-"Guinea"," 2006","55.6","57.0","54.1","16.5","17.1","15.8"
-"Guinea"," 2005","54.7","55.9","53.6","16.3","16.8","15.8"
-"Guinea"," 2004","54.0","54.8","53.1","16.2","16.6","15.7"
-"Guinea"," 2003","53.3","54.0","52.7","16.1","16.4","15.7"
-"Guinea"," 2002","52.9","53.6","52.3","16.1","16.4","15.7"
-"Guinea"," 2001","52.5","53.3","51.8","16.1","16.4","15.8"
-"Guinea"," 2000","52.5","53.2","51.7","16.2","16.5","15.9"
-"Guinea-Bissau"," 2015","58.9","60.5","57.2","15.1","15.6","14.6"
-"Guinea-Bissau"," 2014","58.4","59.9","56.8","15.1","15.5","14.5"
-"Guinea-Bissau"," 2013","58.1","59.6","56.7","15.0","15.5","14.5"
-"Guinea-Bissau"," 2012","57.6","58.8","56.3","15.0","15.5","14.5"
-"Guinea-Bissau"," 2011","57.1","58.3","55.8","15.0","15.4","14.4"
-"Guinea-Bissau"," 2010","56.7","58.0","55.4","14.9","15.4","14.4"
-"Guinea-Bissau"," 2009","56.3","57.7","54.9","14.9","15.4","14.3"
-"Guinea-Bissau"," 2008","55.6","56.9","54.2","14.8","15.3","14.3"
-"Guinea-Bissau"," 2007","55.0","56.3","53.7","14.8","15.2","14.3"
-"Guinea-Bissau"," 2006","54.4","55.5","53.3","14.7","15.1","14.3"
-"Guinea-Bissau"," 2005","53.9","54.8","53.1","14.7","15.0","14.4"
-"Guinea-Bissau"," 2004","53.5","54.0","52.9","14.6","14.8","14.4"
-"Guinea-Bissau"," 2003","53.0","53.4","52.7","14.6","14.7","14.5"
-"Guinea-Bissau"," 2002","52.8","53.2","52.3","14.6","14.8","14.5"
-"Guinea-Bissau"," 2001","52.5","53.1","51.9","14.6","14.8","14.4"
-"Guinea-Bissau"," 2000","52.1","53.0","51.3","14.6","14.9","14.3"
-"Guyana"," 2015","66.2","68.5","63.9","16.1","16.7","15.5"
-"Guyana"," 2014","66.0","68.4","63.8","16.1","16.7","15.5"
-"Guyana"," 2013","65.9","68.3","63.7","16.1","16.7","15.5"
-"Guyana"," 2012","65.8","68.2","63.6","16.1","16.6","15.4"
-"Guyana"," 2011","65.6","68.3","63.0","16.2","17.0","15.3"
-"Guyana"," 2010","65.9","68.6","63.4","16.2","17.1","15.3"
-"Guyana"," 2009","66.1","68.6","63.8","16.3","17.0","15.4"
-"Guyana"," 2008","66.3","68.7","64.0","16.4","17.2","15.6"
-"Guyana"," 2007","65.7","68.2","63.3","16.3","17.0","15.5"
-"Guyana"," 2006","65.2","67.9","62.6","16.1","17.0","15.2"
-"Guyana"," 2005","65.0","67.9","62.3","15.9","16.8","14.9"
-"Guyana"," 2004","65.1","68.0","62.3","15.8","16.7","14.9"
-"Guyana"," 2003","65.3","68.4","62.4","16.1","17.0","15.2"
-"Guyana"," 2002","65.3","68.3","62.5","16.4","17.2","15.5"
-"Guyana"," 2001","65.4","68.3","62.6","16.6","17.4","15.7"
-"Guyana"," 2000","65.4","68.4","62.7","16.7","17.7","15.9"
-"Haiti"," 2015","63.5","65.5","61.5","17.6","18.3","16.9"
-"Haiti"," 2014","63.1","65.2","61.0","17.6","18.3","16.8"
-"Haiti"," 2013","62.7","64.8","60.7","17.6","18.3","16.8"
-"Haiti"," 2012","62.3","64.3","60.4","17.5","18.2","16.8"
-"Haiti"," 2011","62.3","64.3","60.3","17.6","18.3","16.8"
-"Haiti"," 2010","36.3","40.3","33.2","10.3","12.1","8.6"
-"Haiti"," 2009","62.5","64.7","60.3","17.8","18.6","16.9"
-"Haiti"," 2008","62.1","64.4","59.9","17.8","18.7","16.9"
-"Haiti"," 2007","61.8","64.0","59.6","17.8","18.7","16.9"
-"Haiti"," 2006","61.1","63.3","59.0","17.8","18.6","16.8"
-"Haiti"," 2005","60.5","62.7","58.4","17.7","18.5","16.7"
-"Haiti"," 2004","58.7","61.1","56.4","17.3","18.1","16.3"
-"Haiti"," 2003","59.7","61.9","57.5","17.5","18.4","16.6"
-"Haiti"," 2002","59.3","61.5","57.1","17.5","18.3","16.5"
-"Haiti"," 2001","58.9","61.1","56.8","17.4","18.2","16.5"
-"Haiti"," 2000","58.6","60.8","56.5","17.3","18.1","16.4"
-"Honduras"," 2015","74.6","77.0","72.3","22.3","23.7","20.9"
-"Honduras"," 2014","74.5","76.9","72.2","22.2","23.5","20.8"
-"Honduras"," 2013","74.3","76.7","72.0","22.1","23.5","20.7"
-"Honduras"," 2012","74.1","76.5","71.8","22.0","23.4","20.7"
-"Honduras"," 2011","73.9","76.2","71.6","21.9","23.3","20.6"
-"Honduras"," 2010","73.6","76.0","71.3","21.8","23.1","20.5"
-"Honduras"," 2009","73.4","75.8","71.2","21.7","23.1","20.4"
-"Honduras"," 2008","73.2","75.6","70.9","21.7","23.0","20.4"
-"Honduras"," 2007","73.0","75.4","70.7","21.6","22.9","20.3"
-"Honduras"," 2006","72.8","75.1","70.5","21.5","22.7","20.2"
-"Honduras"," 2005","72.5","74.9","70.2","21.3","22.6","20.0"
-"Honduras"," 2004","72.2","74.6","69.9","21.1","22.4","19.8"
-"Honduras"," 2003","71.9","74.3","69.6","21.0","22.3","19.7"
-"Honduras"," 2002","71.6","74.0","69.4","20.9","22.2","19.6"
-"Honduras"," 2001","71.3","73.7","69.1","20.8","22.0","19.5"
-"Honduras"," 2000","71.0","73.3","68.7","20.7","21.9","19.4"
-"Hungary"," 2015","75.8","79.1","72.3","20.3","22.3","17.7"
-"Hungary"," 2014","75.6","79.0","72.1","20.1","22.2","17.6"
-"Hungary"," 2013","75.5","78.8","71.9","20.1","22.1","17.5"
-"Hungary"," 2012","75.0","78.5","71.3","19.8","21.9","17.2"
-"Hungary"," 2011","74.8","78.4","71.0","19.8","21.9","17.1"
-"Hungary"," 2010","74.5","78.3","70.5","19.6","21.7","16.9"
-"Hungary"," 2009","74.2","78.2","70.1","19.6","21.8","16.8"
-"Hungary"," 2008","74.1","78.1","69.9","19.6","21.8","16.8"
-"Hungary"," 2007","73.5","77.7","69.3","19.3","21.6","16.5"
-"Hungary"," 2006","73.4","77.6","69.1","19.3","21.5","16.5"
-"Hungary"," 2005","72.9","77.1","68.7","18.9","21.1","16.2"
-"Hungary"," 2004","72.9","77.1","68.7","19.0","21.2","16.2"
-"Hungary"," 2003","72.5","76.7","68.3","18.7","20.9","16.0"
-"Hungary"," 2002","72.5","76.7","68.2","18.8","21.0","16.1"
-"Hungary"," 2001","72.3","76.5","68.1","18.7","20.8","16.1"
-"Hungary"," 2000","71.7","76.0","67.5","18.3","20.5","15.7"
-"Iceland"," 2015","82.7","84.1","81.2","24.7","25.6","23.7"
-"Iceland"," 2014","82.5","84.0","81.0","24.6","25.5","23.6"
-"Iceland"," 2013","82.4","83.9","80.9","24.5","25.4","23.5"
-"Iceland"," 2012","82.5","83.8","81.1","24.6","25.4","23.7"
-"Iceland"," 2011","82.1","83.7","80.5","24.3","25.4","23.2"
-"Iceland"," 2010","81.8","83.5","80.2","24.0","25.1","22.9"
-"Iceland"," 2009","81.6","83.4","79.9","23.9","25.1","22.6"
-"Iceland"," 2008","81.4","83.2","79.6","23.8","25.0","22.5"
-"Iceland"," 2007","81.3","83.1","79.6","23.7","25.0","22.4"
-"Iceland"," 2006","81.1","82.9","79.4","23.6","24.9","22.2"
-"Iceland"," 2005","81.0","82.7","79.2","23.5","24.8","22.1"
-"Iceland"," 2004","80.8","82.6","79.0","23.4","24.8","22.0"
-"Iceland"," 2003","80.7","82.6","78.8","23.4","24.9","21.8"
-"Iceland"," 2002","80.4","82.2","78.5","23.2","24.5","21.8"
-"Iceland"," 2001","80.0","81.9","78.1","22.9","24.2","21.6"
-"Iceland"," 2000","79.7","81.7","77.7","22.7","24.1","21.2"
-"India"," 2015","68.3","69.9","66.9","17.9","18.6","17.2"
-"India"," 2014","68.0","69.5","66.6","17.8","18.6","17.1"
-"India"," 2013","67.6","69.1","66.2","17.7","18.5","17.0"
-"India"," 2012","67.3","68.7","65.9","17.6","18.4","16.9"
-"India"," 2011","66.8","68.2","65.6","17.5","18.2","16.8"
-"India"," 2010","66.4","67.6","65.3","17.4","18.0","16.7"
-"India"," 2009","66.0","67.0","64.9","17.2","17.8","16.6"
-"India"," 2008","65.5","66.5","64.6","17.1","17.7","16.5"
-"India"," 2007","65.2","66.1","64.3","17.0","17.7","16.3"
-"India"," 2006","64.8","65.7","63.9","16.9","17.6","16.2"
-"India"," 2005","64.4","65.3","63.5","16.9","17.6","16.1"
-"India"," 2004","64.0","64.9","63.1","16.8","17.5","16.0"
-"India"," 2003","63.7","64.6","62.8","16.7","17.5","15.9"
-"India"," 2002","63.3","64.2","62.5","16.6","17.5","15.8"
-"India"," 2001","62.9","63.8","62.0","16.6","17.4","15.7"
-"India"," 2000","62.5","63.4","61.7","16.5","17.4","15.6"
-"Indonesia"," 2015","69.1","71.2","67.1","16.6","17.9","15.4"
-"Indonesia"," 2014","68.9","71.0","66.9","16.6","17.8","15.3"
-"Indonesia"," 2013","68.7","70.8","66.7","16.5","17.8","15.3"
-"Indonesia"," 2012","68.5","70.6","66.5","16.5","17.7","15.2"
-"Indonesia"," 2011","68.3","70.4","66.3","16.4","17.7","15.2"
-"Indonesia"," 2010","68.1","70.2","66.1","16.4","17.7","15.1"
-"Indonesia"," 2009","67.9","70.1","65.8","16.3","17.6","15.0"
-"Indonesia"," 2008","67.7","69.9","65.7","16.3","17.6","15.0"
-"Indonesia"," 2007","67.5","69.7","65.5","16.3","17.5","15.0"
-"Indonesia"," 2006","67.3","69.4","65.3","16.2","17.4","15.0"
-"Indonesia"," 2005","67.2","69.2","65.3","16.2","17.4","15.0"
-"Indonesia"," 2004","65.3","67.5","63.3","15.8","17.0","14.6"
-"Indonesia"," 2003","66.9","68.7","65.0","16.1","17.2","15.0"
-"Indonesia"," 2002","66.7","68.5","64.9","16.1","17.1","15.0"
-"Indonesia"," 2001","66.5","68.2","64.8","16.0","17.0","15.0"
-"Indonesia"," 2000","66.3","68.0","64.6","16.0","16.9","15.0"
-"Iran (Islamic Republic of)"," 2015","75.5","76.6","74.5","19.6","19.9","19.3"
-"Iran (Islamic Republic of)"," 2014","75.4","76.5","74.4","19.5","19.8","19.2"
-"Iran (Islamic Republic of)"," 2013","75.3","76.3","74.3","19.4","19.7","19.1"
-"Iran (Islamic Republic of)"," 2012","75.1","76.2","74.1","19.3","19.7","19.1"
-"Iran (Islamic Republic of)"," 2011","74.7","75.9","73.5","19.3","19.6","19.0"
-"Iran (Islamic Republic of)"," 2010","74.1","75.6","72.7","19.3","19.6","18.9"
-"Iran (Islamic Republic of)"," 2009","73.3","75.2","71.6","19.2","19.6","18.9"
-"Iran (Islamic Republic of)"," 2008","72.7","74.7","70.9","19.2","19.6","18.8"
-"Iran (Islamic Republic of)"," 2007","72.4","74.4","70.6","19.1","19.5","18.8"
-"Iran (Islamic Republic of)"," 2006","72.2","74.0","70.6","19.0","19.3","18.8"
-"Iran (Islamic Republic of)"," 2005","72.0","73.6","70.5","18.9","19.1","18.7"
-"Iran (Islamic Republic of)"," 2004","71.8","73.2","70.5","18.7","18.8","18.7"
-"Iran (Islamic Republic of)"," 2003","70.5","71.8","69.2","18.4","18.4","18.3"
-"Iran (Islamic Republic of)"," 2002","71.2","72.3","70.2","18.5","18.4","18.5"
-"Iran (Islamic Republic of)"," 2001","70.8","71.8","69.9","18.3","18.2","18.4"
-"Iran (Islamic Republic of)"," 2000","70.3","71.2","69.4","18.1","18.0","18.2"
-"Iraq"," 2015","68.9","71.8","66.2","18.3","19.5","17.0"
-"Iraq"," 2014","67.9","71.1","64.9","18.2","19.5","16.9"
-"Iraq"," 2013","69.5","72.1","66.9","18.3","19.6","17.0"
-"Iraq"," 2012","70.6","72.9","68.4","18.4","19.6","17.1"
-"Iraq"," 2011","70.7","72.9","68.5","18.4","19.6","17.1"
-"Iraq"," 2010","70.6","72.8","68.4","18.4","19.6","17.1"
-"Iraq"," 2009","70.4","72.7","68.2","18.4","19.6","17.1"
-"Iraq"," 2008","69.3","71.9","66.7","18.3","19.6","17.0"
-"Iraq"," 2007","65.9","69.7","62.5","18.1","19.4","16.7"
-"Iraq"," 2006","64.7","68.9","60.9","17.9","19.3","16.6"
-"Iraq"," 2005","66.8","70.3","63.6","18.1","19.4","16.7"
-"Iraq"," 2004","67.2","70.6","64.1","18.0","19.4","16.7"
-"Iraq"," 2003","66.5","70.1","63.2","18.0","19.3","16.6"
-"Iraq"," 2002","70.4","72.6","68.3","18.2","19.5","16.8"
-"Iraq"," 2001","70.2","72.5","68.1","18.1","19.4","16.8"
-"Iraq"," 2000","70.0","72.3","67.8","18.1","19.4","16.8"
-"Ireland"," 2015","81.4","83.4","79.4","24.1","25.6","22.6"
-"Ireland"," 2014","81.2","83.3","79.1","24.0","25.4","22.4"
-"Ireland"," 2013","81.0","83.1","78.8","23.8","25.3","22.2"
-"Ireland"," 2012","80.5","82.7","78.3","23.4","24.9","21.7"
-"Ireland"," 2011","80.4","82.5","78.3","23.3","24.8","21.7"
-"Ireland"," 2010","80.6","82.8","78.4","23.5","24.9","21.8"
-"Ireland"," 2009","79.7","82.1","77.3","22.9","24.6","21.1"
-"Ireland"," 2008","79.8","82.0","77.5","22.8","24.5","21.1"
-"Ireland"," 2007","79.5","81.8","77.1","22.6","24.1","20.9"
-"Ireland"," 2006","79.0","81.4","76.7","22.2","23.9","20.4"
-"Ireland"," 2005","78.7","81.0","76.3","21.9","23.5","20.1"
-"Ireland"," 2004","78.3","80.8","75.8","21.6","23.4","19.7"
-"Ireland"," 2003","78.0","80.4","75.5","21.2","22.9","19.4"
-"Ireland"," 2002","77.4","80.1","74.8","20.9","22.7","19.1"
-"Ireland"," 2001","77.0","79.7","74.3","20.6","22.5","18.6"
-"Ireland"," 2000","76.4","79.0","73.8","20.1","21.9","18.2"
-"Israel"," 2015","82.5","84.3","80.6","25.0","26.2","23.7"
-"Israel"," 2014","82.2","84.0","80.2","24.8","26.0","23.4"
-"Israel"," 2013","82.1","83.9","80.2","24.7","25.8","23.4"
-"Israel"," 2012","81.8","83.6","79.8","24.4","25.5","23.0"
-"Israel"," 2011","81.8","83.6","79.9","24.4","25.6","23.1"
-"Israel"," 2010","81.7","83.6","79.7","24.4","25.6","22.9"
-"Israel"," 2009","81.5","83.4","79.5","24.3","25.5","22.9"
-"Israel"," 2008","81.0","82.9","78.9","23.8","24.9","22.4"
-"Israel"," 2007","80.4","82.4","78.3","23.3","24.5","21.8"
-"Israel"," 2006","80.4","82.2","78.4","23.3","24.4","22.0"
-"Israel"," 2005","80.0","81.9","78.0","23.0","24.1","21.6"
-"Israel"," 2004","80.1","82.0","77.9","23.1","24.3","21.7"
-"Israel"," 2003","79.7","81.6","77.6","22.7","23.9","21.3"
-"Israel"," 2002","79.3","81.3","77.3","22.6","23.7","21.3"
-"Israel"," 2001","79.3","81.3","77.1","22.5","23.8","21.1"
-"Israel"," 2000","78.9","80.8","76.8","22.1","23.3","20.8"
-"Italy"," 2015","82.7","84.8","80.5","25.1","26.6","23.3"
-"Italy"," 2014","82.5","84.6","80.2","24.9","26.5","23.1"
-"Italy"," 2013","82.3","84.5","80.0","24.8","26.4","22.9"
-"Italy"," 2012","82.0","84.2","79.6","24.5","26.2","22.6"
-"Italy"," 2011","82.0","84.3","79.5","24.5","26.2","22.6"
-"Italy"," 2010","81.8","84.2","79.3","24.4","26.2","22.4"
-"Italy"," 2009","81.6","84.0","79.0","24.2","26.0","22.2"
-"Italy"," 2008","81.5","84.0","78.8","24.1","26.0","22.0"
-"Italy"," 2007","81.3","83.9","78.6","24.0","25.9","21.9"
-"Italy"," 2006","81.2","83.9","78.4","24.0","25.9","21.7"
-"Italy"," 2005","80.8","83.5","77.9","23.6","25.5","21.3"
-"Italy"," 2004","80.9","83.7","78.0","23.7","25.8","21.4"
-"Italy"," 2003","79.9","82.7","77.0","22.9","24.9","20.7"
-"Italy"," 2002","80.0","82.9","77.0","23.1","25.2","20.8"
-"Italy"," 2001","79.8","82.7","76.7","22.9","25.0","20.6"
-"Italy"," 2000","79.4","82.4","76.3","22.7","24.8","20.3"
-"Jamaica"," 2015","76.2","78.6","73.9","22.4","23.6","21.2"
-"Jamaica"," 2014","75.8","78.4","73.3","22.3","23.5","21.1"
-"Jamaica"," 2013","75.6","78.1","73.2","22.2","23.4","21.1"
-"Jamaica"," 2012","75.3","77.8","72.9","22.2","23.3","21.0"
-"Jamaica"," 2011","75.2","77.7","72.7","22.0","23.2","20.8"
-"Jamaica"," 2010","75.0","77.7","72.5","21.8","23.1","20.6"
-"Jamaica"," 2009","74.7","77.4","72.2","21.7","22.9","20.4"
-"Jamaica"," 2008","74.5","77.2","71.9","21.5","22.8","20.2"
-"Jamaica"," 2007","74.2","76.9","71.6","21.4","22.7","20.1"
-"Jamaica"," 2006","74.0","76.8","71.4","21.3","22.6","20.1"
-"Jamaica"," 2005","73.5","76.3","70.8","21.3","22.5","20.0"
-"Jamaica"," 2004","73.3","76.2","70.5","21.2","22.5","20.0"
-"Jamaica"," 2003","73.1","76.1","70.3","21.2","22.4","19.9"
-"Jamaica"," 2002","73.0","76.0","70.1","21.1","22.3","19.9"
-"Jamaica"," 2001","72.7","75.7","69.8","21.0","22.2","19.9"
-"Jamaica"," 2000","72.6","75.5","69.8","20.9","22.0","19.8"
-"Japan"," 2015","83.7","86.8","80.5","26.1","28.7","23.4"
-"Japan"," 2014","83.5","86.7","80.3","26.0","28.6","23.2"
-"Japan"," 2013","83.5","86.7","80.3","26.0","28.5","23.2"
-"Japan"," 2012","83.3","86.5","80.0","25.8","28.4","23.0"
-"Japan"," 2011","82.5","85.7","79.3","25.6","28.2","22.7"
-"Japan"," 2010","83.0","86.3","79.5","25.6","28.3","22.7"
-"Japan"," 2009","83.0","86.4","79.5","25.8","28.4","22.8"
-"Japan"," 2008","82.7","86.0","79.2","25.5","28.1","22.6"
-"Japan"," 2007","82.6","85.9","79.1","25.4","28.0","22.5"
-"Japan"," 2006","82.4","85.7","78.9","25.3","27.9","22.4"
-"Japan"," 2005","82.0","85.4","78.4","24.9","27.6","22.0"
-"Japan"," 2004","82.1","85.5","78.6","25.1","27.7","22.1"
-"Japan"," 2003","81.9","85.3","78.3","24.9","27.5","22.0"
-"Japan"," 2002","81.8","85.2","78.3","24.8","27.4","21.9"
-"Japan"," 2001","81.5","84.8","78.0","24.6","27.1","21.7"
-"Japan"," 2000","81.1","84.5","77.6","24.2","26.8","21.4"
-"Jordan"," 2015","74.1","75.9","72.5","19.2","20.4","18.0"
-"Jordan"," 2014","74.0","75.7","72.4","19.1","20.3","17.9"
-"Jordan"," 2013","73.9","75.6","72.3","19.0","20.2","17.9"
-"Jordan"," 2012","73.7","75.4","72.2","18.9","20.1","17.8"
-"Jordan"," 2011","73.6","75.2","72.1","18.8","20.0","17.7"
-"Jordan"," 2010","73.4","75.1","71.9","18.7","19.9","17.6"
-"Jordan"," 2009","73.3","74.9","71.8","18.6","19.8","17.6"
-"Jordan"," 2008","73.1","74.7","71.7","18.6","19.7","17.5"
-"Jordan"," 2007","73.0","74.6","71.5","18.5","19.6","17.4"
-"Jordan"," 2006","72.8","74.4","71.4","18.4","19.6","17.4"
-"Jordan"," 2005","72.4","74.1","70.9","18.3","19.5","17.3"
-"Jordan"," 2004","72.5","74.0","71.1","18.3","19.4","17.3"
-"Jordan"," 2003","72.3","73.9","70.9","18.2","19.4","17.3"
-"Jordan"," 2002","72.1","73.7","70.8","18.2","19.3","17.2"
-"Jordan"," 2001","71.9","73.5","70.6","18.1","19.2","17.2"
-"Jordan"," 2000","71.7","73.3","70.4","18.0","19.1","17.1"
-"Kazakhstan"," 2015","70.2","74.7","65.7","17.5","19.6","14.8"
-"Kazakhstan"," 2014","69.9","74.5","65.3","17.4","19.5","14.7"
-"Kazakhstan"," 2013","69.5","74.2","64.8","17.2","19.4","14.6"
-"Kazakhstan"," 2012","69.1","74.0","64.4","17.1","19.3","14.4"
-"Kazakhstan"," 2011","68.5","73.5","63.7","17.0","19.1","14.3"
-"Kazakhstan"," 2010","67.8","72.9","62.8","16.6","18.8","13.9"
-"Kazakhstan"," 2009","67.8","72.9","62.7","16.7","19.0","13.9"
-"Kazakhstan"," 2008","66.6","72.2","61.2","16.4","18.7","13.6"
-"Kazakhstan"," 2007","65.3","71.6","59.5","16.2","18.7","13.3"
-"Kazakhstan"," 2006","65.0","71.2","59.2","16.2","18.5","13.3"
-"Kazakhstan"," 2005","64.6","70.8","58.9","15.8","18.3","12.9"
-"Kazakhstan"," 2004","64.7","70.8","59.0","15.8","18.2","12.8"
-"Kazakhstan"," 2003","64.4","70.3","58.9","15.3","17.8","12.3"
-"Kazakhstan"," 2002","64.7","70.4","59.2","15.7","18.1","12.8"
-"Kazakhstan"," 2001","64.4","70.2","58.9","15.9","18.2","13.0"
-"Kazakhstan"," 2000","63.9","69.9","58.3","15.7","18.0","12.8"
-"Kenya"," 2015","63.4","65.8","61.1","16.9","17.6","16.2"
-"Kenya"," 2014","62.9","65.3","60.6","16.9","17.5","16.1"
-"Kenya"," 2013","62.6","65.0","60.3","16.8","17.5","16.1"
-"Kenya"," 2012","62.1","64.2","60.2","16.7","17.4","16.0"
-"Kenya"," 2011","61.2","62.8","59.7","16.7","17.3","16.0"
-"Kenya"," 2010","60.3","61.7","58.9","16.6","17.2","15.9"
-"Kenya"," 2009","59.1","60.3","57.9","16.5","17.1","15.8"
-"Kenya"," 2008","57.9","59.0","56.8","16.4","17.0","15.7"
-"Kenya"," 2007","56.8","57.9","55.8","16.4","17.0","15.7"
-"Kenya"," 2006","55.3","56.2","54.4","16.3","17.0","15.6"
-"Kenya"," 2005","54.1","54.9","53.2","16.2","16.9","15.5"
-"Kenya"," 2004","53.0","53.7","52.2","16.1","16.9","15.3"
-"Kenya"," 2003","52.4","53.3","51.6","16.1","16.8","15.3"
-"Kenya"," 2002","52.1","53.0","51.2","16.0","16.8","15.2"
-"Kenya"," 2001","51.9","52.9","50.9","16.0","16.8","15.2"
-"Kenya"," 2000","51.9","53.0","50.8","16.0","16.7","15.2"
-"Kiribati"," 2015","66.3","68.8","63.7","16.9","17.9","15.6"
-"Kiribati"," 2014","66.1","68.6","63.4","16.8","17.8","15.5"
-"Kiribati"," 2013","65.8","68.4","63.2","16.8","17.8","15.5"
-"Kiribati"," 2012","65.7","68.2","63.1","16.8","17.8","15.5"
-"Kiribati"," 2011","65.5","68.0","62.9","16.7","17.7","15.5"
-"Kiribati"," 2010","65.3","67.8","62.8","16.7","17.7","15.5"
-"Kiribati"," 2009","65.2","67.6","62.7","16.7","17.7","15.5"
-"Kiribati"," 2008","65.1","67.5","62.6","16.7","17.6","15.4"
-"Kiribati"," 2007","65.0","67.4","62.5","16.7","17.6","15.4"
-"Kiribati"," 2006","65.0","67.3","62.5","16.6","17.6","15.4"
-"Kiribati"," 2005","64.9","67.3","62.4","16.6","17.6","15.4"
-"Kiribati"," 2004","64.8","67.2","62.4","16.6","17.6","15.4"
-"Kiribati"," 2003","64.7","67.1","62.3","16.6","17.5","15.4"
-"Kiribati"," 2002","64.6","66.9","62.1","16.6","17.5","15.4"
-"Kiribati"," 2001","64.3","66.7","61.9","16.5","17.5","15.3"
-"Kiribati"," 2000","64.1","66.4","61.6","16.5","17.4","15.3"
-"Kuwait"," 2015","74.7","76.0","73.7","17.9","18.4","17.5"
-"Kuwait"," 2014","74.6","75.8","73.6","17.8","18.3","17.5"
-"Kuwait"," 2013","74.5","75.7","73.5","17.7","18.2","17.4"
-"Kuwait"," 2012","74.3","75.6","73.4","17.7","18.1","17.4"
-"Kuwait"," 2011","74.2","75.4","73.3","17.6","18.0","17.3"
-"Kuwait"," 2010","74.0","75.2","73.2","17.5","17.8","17.2"
-"Kuwait"," 2009","73.9","75.1","73.1","17.4","17.7","17.2"
-"Kuwait"," 2008","73.8","74.9","73.0","17.3","17.6","17.1"
-"Kuwait"," 2007","73.7","74.8","72.9","17.3","17.6","17.1"
-"Kuwait"," 2006","73.6","74.8","72.9","17.2","17.5","17.0"
-"Kuwait"," 2005","73.6","74.7","72.8","17.2","17.5","17.0"
-"Kuwait"," 2004","73.5","74.7","72.7","17.1","17.5","17.0"
-"Kuwait"," 2003","73.4","74.6","72.7","17.1","17.4","16.9"
-"Kuwait"," 2002","73.3","74.5","72.6","17.1","17.4","16.9"
-"Kuwait"," 2001","73.2","74.4","72.5","17.0","17.4","16.8"
-"Kuwait"," 2000","73.2","74.4","72.4","17.0","17.3","16.8"
-"Kyrgyzstan"," 2015","71.1","75.1","67.2","17.9","20.0","15.6"
-"Kyrgyzstan"," 2014","70.8","74.8","66.9","17.8","19.9","15.5"
-"Kyrgyzstan"," 2013","70.7","74.7","66.8","18.0","20.0","15.7"
-"Kyrgyzstan"," 2012","69.9","73.9","66.1","17.4","19.4","15.2"
-"Kyrgyzstan"," 2011","69.4","73.4","65.4","17.2","19.2","14.9"
-"Kyrgyzstan"," 2010","68.8","73.0","64.7","17.0","19.0","14.8"
-"Kyrgyzstan"," 2009","68.5","72.6","64.5","16.9","18.8","14.7"
-"Kyrgyzstan"," 2008","67.6","71.7","63.8","16.5","18.3","14.6"
-"Kyrgyzstan"," 2007","67.2","71.6","63.1","16.5","18.4","14.4"
-"Kyrgyzstan"," 2006","66.7","71.0","62.8","16.3","18.1","14.3"
-"Kyrgyzstan"," 2005","66.9","71.0","63.1","16.3","18.1","14.3"
-"Kyrgyzstan"," 2004","67.1","71.2","63.3","16.5","18.4","14.5"
-"Kyrgyzstan"," 2003","66.6","70.6","62.7","16.1","17.9","14.1"
-"Kyrgyzstan"," 2002","66.7","70.8","62.8","16.5","18.2","14.4"
-"Kyrgyzstan"," 2001","67.2","71.5","63.1","17.4","19.1","15.2"
-"Kyrgyzstan"," 2000","66.6","70.7","62.6","17.0","18.6","14.9"
-"Lao People's Democratic Republic"," 2015","65.7","67.2","64.1","16.8","17.6","15.9"
-"Lao People's Democratic Republic"," 2014","65.3","66.8","63.7","16.7","17.5","15.9"
-"Lao People's Democratic Republic"," 2013","64.9","66.4","63.3","16.7","17.4","15.8"
-"Lao People's Democratic Republic"," 2012","64.4","66.0","62.9","16.6","17.4","15.7"
-"Lao People's Democratic Republic"," 2011","64.0","65.6","62.4","16.5","17.3","15.6"
-"Lao People's Democratic Republic"," 2010","63.6","65.1","62.0","16.5","17.2","15.6"
-"Lao People's Democratic Republic"," 2009","63.1","64.7","61.5","16.4","17.1","15.5"
-"Lao People's Democratic Republic"," 2008","62.6","64.2","61.0","16.3","17.1","15.4"
-"Lao People's Democratic Republic"," 2007","62.1","63.7","60.5","16.2","17.0","15.4"
-"Lao People's Democratic Republic"," 2006","61.5","63.1","59.9","16.1","16.9","15.3"
-"Lao People's Democratic Republic"," 2005","61.0","62.6","59.4","16.0","16.8","15.2"
-"Lao People's Democratic Republic"," 2004","60.4","62.0","58.8","16.0","16.7","15.1"
-"Lao People's Democratic Republic"," 2003","59.8","61.4","58.2","15.9","16.6","15.0"
-"Lao People's Democratic Republic"," 2002","59.3","60.9","57.7","15.8","16.5","14.9"
-"Lao People's Democratic Republic"," 2001","58.7","60.3","57.1","15.7","16.4","14.9"
-"Lao People's Democratic Republic"," 2000","58.1","59.7","56.5","15.6","16.3","14.8"
-"Latvia"," 2015","74.6","79.2","69.6","20.1","22.6","16.8"
-"Latvia"," 2014","74.4","79.0","69.4","20.0","22.5","16.7"
-"Latvia"," 2013","74.1","78.8","69.0","19.9","22.4","16.5"
-"Latvia"," 2012","73.8","78.6","68.8","19.7","22.1","16.4"
-"Latvia"," 2011","73.6","78.4","68.5","19.7","22.2","16.3"
-"Latvia"," 2010","72.8","77.7","67.6","19.2","21.7","15.8"
-"Latvia"," 2009","72.6","77.6","67.3","19.3","21.8","15.9"
-"Latvia"," 2008","71.9","77.3","66.3","19.1","21.7","15.5"
-"Latvia"," 2007","70.8","76.4","65.1","18.6","21.1","15.2"
-"Latvia"," 2006","70.5","76.2","64.8","18.5","21.1","15.0"
-"Latvia"," 2005","70.6","76.4","64.8","18.4","21.1","14.8"
-"Latvia"," 2004","71.0","76.3","65.6","18.6","21.1","15.2"
-"Latvia"," 2003","70.8","75.9","65.5","18.5","20.8","15.2"
-"Latvia"," 2002","70.3","76.0","64.6","18.5","20.9","15.1"
-"Latvia"," 2001","69.9","75.5","64.2","18.4","20.7","15.0"
-"Latvia"," 2000","70.1","75.7","64.4","18.4","20.8","15.0"
-"Lebanon"," 2015","74.9","76.5","73.5","18.9","20.1","17.8"
-"Lebanon"," 2014","74.8","76.4","73.4","18.9","20.1","17.8"
-"Lebanon"," 2013","74.9","76.4","73.5","18.9","20.1","17.8"
-"Lebanon"," 2012","75.0","76.5","73.8","18.9","20.1","17.8"
-"Lebanon"," 2011","75.0","76.4","73.7","18.9","20.1","17.8"
-"Lebanon"," 2010","74.9","76.3","73.6","18.8","20.0","17.8"
-"Lebanon"," 2009","74.7","76.2","73.5","18.8","20.0","17.7"
-"Lebanon"," 2008","74.5","76.0","73.2","18.7","19.9","17.6"
-"Lebanon"," 2007","74.4","75.9","73.1","18.6","19.8","17.6"
-"Lebanon"," 2006","74.1","75.7","72.8","18.5","19.8","17.5"
-"Lebanon"," 2005","73.9","75.5","72.6","18.4","19.7","17.4"
-"Lebanon"," 2004","73.7","75.3","72.3","18.3","19.6","17.2"
-"Lebanon"," 2003","73.5","75.0","72.1","18.2","19.4","17.1"
-"Lebanon"," 2002","73.2","74.8","71.8","18.2","19.3","17.0"
-"Lebanon"," 2001","73.0","74.5","71.5","18.1","19.2","16.9"
-"Lebanon"," 2000","72.7","74.3","71.2","18.0","19.1","16.9"
-"Lesotho"," 2015","53.7","55.4","51.7","15.8","16.6","14.6"
-"Lesotho"," 2014","52.1","53.8","50.3","15.6","16.4","14.4"
-"Lesotho"," 2013","52.1","53.7","50.3","15.6","16.4","14.4"
-"Lesotho"," 2012","52.2","53.5","50.5","15.6","16.4","14.5"
-"Lesotho"," 2011","52.3","54.0","50.3","15.6","16.4","14.5"
-"Lesotho"," 2010","51.1","52.6","49.4","15.5","16.3","14.4"
-"Lesotho"," 2009","49.4","50.0","48.5","15.3","16.0","14.3"
-"Lesotho"," 2008","47.8","48.3","47.1","15.1","15.8","14.2"
-"Lesotho"," 2007","46.2","46.5","45.7","14.9","15.6","14.0"
-"Lesotho"," 2006","45.3","45.7","44.6","14.7","15.4","13.8"
-"Lesotho"," 2005","44.5","44.8","44.0","14.5","15.2","13.7"
-"Lesotho"," 2004","44.8","45.2","44.3","14.5","15.3","13.6"
-"Lesotho"," 2003","45.5","46.0","44.8","14.6","15.4","13.6"
-"Lesotho"," 2002","46.4","47.1","45.7","14.7","15.5","13.7"
-"Lesotho"," 2001","47.8","48.5","46.8","14.9","15.6","13.8"
-"Lesotho"," 2000","49.3","50.3","48.2","15.0","15.8","14.0"
-"Liberia"," 2015","61.4","62.9","59.8","15.6","16.2","15.0"
-"Liberia"," 2014","58.1","59.8","56.5","15.3","15.9","14.6"
-"Liberia"," 2013","61.1","62.4","59.8","15.7","16.2","15.2"
-"Liberia"," 2012","60.7","62.0","59.4","15.7","16.1","15.2"
-"Liberia"," 2011","60.2","61.6","58.9","15.7","16.1","15.2"
-"Liberia"," 2010","59.7","61.0","58.4","15.6","16.1","15.1"
-"Liberia"," 2009","59.2","60.5","57.9","15.6","16.0","15.1"
-"Liberia"," 2008","58.6","60.0","57.3","15.6","16.0","15.1"
-"Liberia"," 2007","57.9","59.3","56.6","15.5","15.9","15.0"
-"Liberia"," 2006","56.7","58.0","55.5","15.2","15.6","14.8"
-"Liberia"," 2005","55.3","56.4","54.3","14.9","15.2","14.5"
-"Liberia"," 2004","54.0","54.8","53.2","14.5","14.9","14.2"
-"Liberia"," 2003","50.0","52.0","48.1","14.2","14.5","13.8"
-"Liberia"," 2002","50.6","52.1","49.2","14.2","14.6","13.9"
-"Liberia"," 2001","51.5","52.4","50.7","14.6","14.8","14.3"
-"Liberia"," 2000","51.9","52.6","51.2","15.0","15.2","14.7"
-"Libya"," 2015","72.7","75.6","70.1","18.4","19.9","16.9"
-"Libya"," 2014","72.4","75.4","69.8","18.4","19.9","16.9"
-"Libya"," 2013","72.9","75.5","70.4","18.4","19.9","16.9"
-"Libya"," 2012","72.9","75.5","70.5","18.3","19.8","16.9"
-"Libya"," 2011","71.3","74.6","68.4","18.2","19.8","16.8"
-"Libya"," 2010","72.8","75.3","70.5","18.3","19.8","16.9"
-"Libya"," 2009","72.7","75.2","70.5","18.3","19.8","16.9"
-"Libya"," 2008","72.6","75.1","70.4","18.2","19.7","16.9"
-"Libya"," 2007","72.5","74.9","70.3","18.2","19.7","16.8"
-"Libya"," 2006","72.2","74.6","70.1","18.1","19.5","16.8"
-"Libya"," 2005","71.9","74.1","69.9","18.0","19.2","16.8"
-"Libya"," 2004","71.5","73.6","69.8","17.8","19.0","16.8"
-"Libya"," 2003","71.3","73.2","69.6","17.7","18.8","16.7"
-"Libya"," 2002","71.1","73.0","69.5","17.7","18.7","16.7"
-"Libya"," 2001","71.0","72.8","69.4","17.6","18.7","16.7"
-"Libya"," 2000","70.8","72.7","69.3","17.6","18.6","16.7"
-"Lithuania"," 2015","73.6","79.1","68.1","19.4","22.6","15.5"
-"Lithuania"," 2014","73.4","79.0","67.9","19.3","22.5","15.5"
-"Lithuania"," 2013","73.0","78.7","67.4","19.2","22.3","15.5"
-"Lithuania"," 2012","73.0","78.8","67.3","19.2","22.4","15.3"
-"Lithuania"," 2011","72.8","78.6","67.1","19.1","22.3","15.3"
-"Lithuania"," 2010","72.4","78.3","66.7","18.9","22.1","15.1"
-"Lithuania"," 2009","72.2","78.2","66.3","19.0","22.2","15.1"
-"Lithuania"," 2008","71.1","77.4","65.1","18.9","22.0","15.2"
-"Lithuania"," 2007","70.2","77.1","63.8","18.5","21.8","14.6"
-"Lithuania"," 2006","70.6","77.0","64.4","18.5","21.6","14.8"
-"Lithuania"," 2005","70.8","77.3","64.6","18.7","21.7","14.9"
-"Lithuania"," 2004","71.6","77.7","65.7","19.0","21.9","15.4"
-"Lithuania"," 2003","71.6","77.6","65.8","19.0","22.0","15.4"
-"Lithuania"," 2002","71.4","77.4","65.6","18.9","21.7","15.3"
-"Lithuania"," 2001","71.2","77.3","65.3","19.0","21.8","15.4"
-"Lithuania"," 2000","71.6","77.2","65.9","19.0","21.7","15.6"
-"Luxembourg"," 2015","82.0","84.0","79.8","24.3","25.9","22.5"
-"Luxembourg"," 2014","81.7","83.8","79.5","24.1","25.8","22.3"
-"Luxembourg"," 2013","81.4","83.5","79.3","23.9","25.5","22.2"
-"Luxembourg"," 2012","81.1","83.3","78.8","23.6","25.3","21.8"
-"Luxembourg"," 2011","80.8","83.2","78.4","23.5","25.3","21.5"
-"Luxembourg"," 2010","80.6","83.1","78.0","23.3","25.1","21.3"
-"Luxembourg"," 2009","80.3","82.7","77.7","23.1","24.9","21.0"
-"Luxembourg"," 2008","80.0","82.5","77.3","23.0","24.8","20.9"
-"Luxembourg"," 2007","79.7","82.2","77.0","22.8","24.5","20.7"
-"Luxembourg"," 2006","79.4","82.1","76.6","22.6","24.4","20.5"
-"Luxembourg"," 2005","78.8","81.6","75.8","22.2","24.0","20.0"
-"Luxembourg"," 2004","78.7","81.7","75.6","22.2","24.2","20.0"
-"Luxembourg"," 2003","78.6","81.6","75.5","22.2","24.1","19.8"
-"Luxembourg"," 2002","78.3","81.4","75.1","22.0","24.0","19.5"
-"Luxembourg"," 2001","78.0","81.1","74.8","21.7","23.7","19.2"
-"Luxembourg"," 2000","77.8","80.9","74.5","21.6","23.7","19.0"
-"Madagascar"," 2015","65.5","67.0","63.9","17.0","17.6","16.3"
-"Madagascar"," 2014","65.1","66.7","63.6","16.9","17.6","16.3"
-"Madagascar"," 2013","64.7","66.3","63.2","16.9","17.5","16.2"
-"Madagascar"," 2012","64.3","65.8","62.8","16.8","17.4","16.2"
-"Madagascar"," 2011","63.8","65.4","62.3","16.8","17.4","16.1"
-"Madagascar"," 2010","63.3","64.8","61.8","16.7","17.3","16.1"
-"Madagascar"," 2009","62.8","64.3","61.3","16.7","17.3","16.0"
-"Madagascar"," 2008","62.3","63.8","60.8","16.6","17.2","16.0"
-"Madagascar"," 2007","61.9","63.3","60.4","16.6","17.2","15.9"
-"Madagascar"," 2006","61.4","62.8","60.0","16.5","17.1","15.9"
-"Madagascar"," 2005","60.9","62.3","59.6","16.4","17.0","15.8"
-"Madagascar"," 2004","60.4","61.7","59.1","16.3","16.9","15.8"
-"Madagascar"," 2003","59.9","61.2","58.6","16.3","16.8","15.7"
-"Madagascar"," 2002","59.3","60.6","58.1","16.2","16.7","15.7"
-"Madagascar"," 2001","58.7","59.9","57.5","16.0","16.5","15.5"
-"Madagascar"," 2000","57.9","59.1","56.7","15.8","16.3","15.3"
-"Malawi"," 2015","58.3","59.9","56.7","15.4","16.1","14.5"
-"Malawi"," 2014","57.6","59.2","56.1","15.4","16.1","14.5"
-"Malawi"," 2013","56.7","58.2","55.2","15.4","16.1","14.5"
-"Malawi"," 2012","55.3","56.7","54.0","15.3","16.0","14.4"
-"Malawi"," 2011","54.1","55.3","52.9","15.2","16.0","14.4"
-"Malawi"," 2010","52.9","54.0","51.7","15.2","15.9","14.3"
-"Malawi"," 2009","51.5","52.4","50.6","15.0","15.8","14.2"
-"Malawi"," 2008","50.0","50.7","49.2","14.9","15.6","14.1"
-"Malawi"," 2007","48.5","48.9","48.0","14.7","15.5","13.9"
-"Malawi"," 2006","47.1","47.3","46.8","14.6","15.3","13.8"
-"Malawi"," 2005","46.0","46.1","45.9","14.4","15.1","13.7"
-"Malawi"," 2004","45.1","45.2","45.1","14.3","15.0","13.6"
-"Malawi"," 2003","44.6","44.7","44.4","14.3","14.9","13.5"
-"Malawi"," 2002","44.0","44.2","43.7","14.2","14.9","13.5"
-"Malawi"," 2001","43.5","43.8","43.1","14.1","14.8","13.4"
-"Malawi"," 2000","43.1","43.6","42.6","14.0","14.7","13.3"
-"Malaysia"," 2015","75.0","77.3","72.7","19.5","20.3","18.6"
-"Malaysia"," 2014","74.8","77.1","72.5","19.4","20.3","18.5"
-"Malaysia"," 2013","74.6","77.0","72.3","19.3","20.2","18.5"
-"Malaysia"," 2012","74.5","76.8","72.2","19.2","20.1","18.4"
-"Malaysia"," 2011","74.3","76.7","72.1","19.1","20.0","18.3"
-"Malaysia"," 2010","74.1","76.5","71.9","19.0","19.9","18.1"
-"Malaysia"," 2009","74.0","76.4","71.8","18.8","19.7","18.0"
-"Malaysia"," 2008","73.8","76.3","71.6","18.7","19.6","17.8"
-"Malaysia"," 2007","73.7","76.1","71.5","18.6","19.5","17.7"
-"Malaysia"," 2006","73.6","75.9","71.4","18.5","19.4","17.6"
-"Malaysia"," 2005","73.4","75.8","71.2","18.3","19.3","17.5"
-"Malaysia"," 2004","73.2","75.6","71.1","18.2","19.2","17.3"
-"Malaysia"," 2003","73.1","75.4","71.0","18.1","19.1","17.3"
-"Malaysia"," 2002","72.9","75.2","70.8","18.1","19.0","17.2"
-"Malaysia"," 2001","72.7","75.1","70.5","18.0","18.9","17.2"
-"Malaysia"," 2000","72.4","74.9","70.2","18.0","18.8","17.1"
-"Maldives"," 2015","78.5","80.2","76.9","21.4","22.4","20.4"
-"Maldives"," 2014","78.2","79.8","76.6","21.1","22.2","20.2"
-"Maldives"," 2013","77.9","79.5","76.4","20.9","21.9","20.1"
-"Maldives"," 2012","77.6","79.0","76.2","20.8","21.6","20.0"
-"Maldives"," 2011","77.3","78.7","76.0","20.6","21.4","19.9"
-"Maldives"," 2010","76.7","78.0","75.6","20.2","20.9","19.7"
-"Maldives"," 2009","76.3","77.5","75.2","20.0","20.6","19.4"
-"Maldives"," 2008","75.9","77.1","74.8","19.8","20.4","19.3"
-"Maldives"," 2007","75.4","76.7","74.3","19.5","20.2","19.0"
-"Maldives"," 2006","75.0","76.4","73.8","19.4","20.3","18.8"
-"Maldives"," 2005","74.3","75.7","73.1","19.0","19.9","18.4"
-"Maldives"," 2004","73.4","75.0","72.2","18.8","19.9","18.2"
-"Maldives"," 2003","72.7","74.2","71.6","18.3","19.3","17.9"
-"Maldives"," 2002","71.8","73.2","70.8","18.1","18.9","17.7"
-"Maldives"," 2001","70.8","72.0","69.9","17.5","18.1","17.2"
-"Maldives"," 2000","69.6","70.4","68.9","16.9","17.2","16.8"
-"Mali"," 2015","58.2","58.3","58.2","15.9","16.0","15.9"
-"Mali"," 2014","57.8","57.8","57.7","15.9","15.9","15.8"
-"Mali"," 2013","57.3","57.5","57.0","15.8","15.9","15.8"
-"Mali"," 2012","57.2","57.3","57.0","15.8","15.9","15.8"
-"Mali"," 2011","56.8","56.9","56.8","15.8","15.9","15.8"
-"Mali"," 2010","56.5","56.6","56.3","15.8","15.8","15.7"
-"Mali"," 2009","56.0","56.1","55.8","15.8","15.8","15.7"
-"Mali"," 2008","55.5","55.7","55.4","15.8","15.8","15.7"
-"Mali"," 2007","55.0","55.2","54.8","15.7","15.8","15.7"
-"Mali"," 2006","54.3","54.4","54.1","15.7","15.7","15.6"
-"Mali"," 2005","53.6","53.8","53.5","15.6","15.6","15.6"
-"Mali"," 2004","52.8","52.9","52.6","15.5","15.5","15.5"
-"Mali"," 2003","52.0","52.1","51.9","15.4","15.4","15.4"
-"Mali"," 2002","51.2","51.4","51.1","15.4","15.4","15.4"
-"Mali"," 2001","50.5","50.7","50.4","15.3","15.3","15.3"
-"Mali"," 2000","49.8","50.0","49.6","15.2","15.2","15.2"
-"Malta"," 2015","81.7","83.7","79.7","24.2","25.5","22.7"
-"Malta"," 2014","81.4","83.5","79.4","23.9","25.3","22.4"
-"Malta"," 2013","81.1","83.1","79.0","23.7","25.1","22.1"
-"Malta"," 2012","81.0","83.0","78.9","23.6","25.0","22.0"
-"Malta"," 2011","80.7","82.7","78.6","23.3","24.8","21.7"
-"Malta"," 2010","80.3","82.3","78.1","23.0","24.5","21.4"
-"Malta"," 2009","80.2","82.3","77.9","23.0","24.5","21.2"
-"Malta"," 2008","80.0","82.2","77.6","22.8","24.4","20.9"
-"Malta"," 2007","79.6","81.9","77.1","22.4","24.1","20.4"
-"Malta"," 2006","79.3","81.6","76.9","22.2","23.8","20.1"
-"Malta"," 2005","79.0","81.2","76.5","21.9","23.5","19.8"
-"Malta"," 2004","78.7","80.9","76.3","21.6","23.2","19.6"
-"Malta"," 2003","78.5","80.6","76.3","21.5","23.0","19.7"
-"Malta"," 2002","78.2","80.2","76.1","21.3","22.7","19.6"
-"Malta"," 2001","77.8","79.8","75.7","20.9","22.2","19.4"
-"Malta"," 2000","77.5","79.5","75.4","20.6","21.9","19.2"
-"Marshall Islands"," 2013","","","","18","20","17"
-"Mauritania"," 2015","63.1","64.6","61.6","16.5","17.1","15.8"
-"Mauritania"," 2014","63.0","64.4","61.5","16.5","17.1","15.8"
-"Mauritania"," 2013","62.7","64.2","61.3","16.5","17.1","15.8"
-"Mauritania"," 2012","62.5","64.0","61.1","16.4","17.0","15.7"
-"Mauritania"," 2011","62.2","63.7","60.8","16.4","17.0","15.7"
-"Mauritania"," 2010","62.0","63.5","60.5","16.4","17.0","15.7"
-"Mauritania"," 2009","61.7","63.2","60.2","16.3","16.9","15.6"
-"Mauritania"," 2008","61.4","63.0","59.9","16.3","16.9","15.6"
-"Mauritania"," 2007","61.2","62.7","59.6","16.3","16.8","15.5"
-"Mauritania"," 2006","60.9","62.5","59.3","16.2","16.8","15.5"
-"Mauritania"," 2005","60.6","62.3","59.0","16.2","16.8","15.5"
-"Mauritania"," 2004","60.4","62.1","58.8","16.1","16.7","15.4"
-"Mauritania"," 2003","60.3","61.9","58.6","16.1","16.7","15.4"
-"Mauritania"," 2002","60.2","61.8","58.5","16.1","16.7","15.4"
-"Mauritania"," 2001","60.1","61.7","58.5","16.1","16.6","15.3"
-"Mauritania"," 2000","60.0","61.6","58.4","16.0","16.6","15.3"
-"Mauritius"," 2015","74.6","77.8","71.4","20.6","22.2","18.6"
-"Mauritius"," 2014","74.2","77.4","71.0","20.2","21.9","18.3"
-"Mauritius"," 2013","74.1","77.4","70.9","20.1","21.8","18.1"
-"Mauritius"," 2012","73.9","77.0","70.9","20.0","21.6","18.3"
-"Mauritius"," 2011","73.6","77.4","70.1","20.0","21.8","17.9"
-"Mauritius"," 2010","73.3","76.6","70.1","19.7","21.4","17.9"
-"Mauritius"," 2009","72.8","76.4","69.4","19.3","21.0","17.3"
-"Mauritius"," 2008","72.7","76.4","69.3","19.1","21.1","17.0"
-"Mauritius"," 2007","72.9","76.3","69.6","19.3","21.0","17.4"
-"Mauritius"," 2006","71.8","75.0","68.7","18.1","19.8","16.2"
-"Mauritius"," 2005","72.1","75.5","68.8","18.3","20.2","16.3"
-"Mauritius"," 2004","71.9","75.3","68.8","18.3","19.9","16.4"
-"Mauritius"," 2003","71.5","74.8","68.4","17.9","19.8","15.9"
-"Mauritius"," 2002","71.5","75.0","68.2","18.1","19.7","16.2"
-"Mauritius"," 2001","71.5","74.8","68.3","18.1","19.8","16.1"
-"Mauritius"," 2000","71.0","74.3","67.8","17.7","19.5","15.7"
-"Mexico"," 2015","76.7","79.5","73.9","22.4","23.6","21.1"
-"Mexico"," 2014","76.6","79.4","73.8","22.3","23.5","21.0"
-"Mexico"," 2013","76.6","79.3","74.0","22.3","23.4","21.0"
-"Mexico"," 2012","76.3","79.1","73.6","22.2","23.3","20.9"
-"Mexico"," 2011","76.1","78.9","73.3","22.1","23.2","20.8"
-"Mexico"," 2010","75.6","78.4","72.8","21.6","22.7","20.4"
-"Mexico"," 2009","75.7","78.4","73.0","21.9","23.0","20.7"
-"Mexico"," 2008","75.6","78.3","72.9","21.7","22.8","20.5"
-"Mexico"," 2007","76.0","78.5","73.5","21.9","23.0","20.8"
-"Mexico"," 2006","75.8","78.3","73.2","21.8","22.9","20.5"
-"Mexico"," 2005","75.3","77.8","72.8","21.4","22.4","20.2"
-"Mexico"," 2004","75.4","77.9","73.0","21.5","22.5","20.3"
-"Mexico"," 2003","75.0","77.4","72.6","21.2","22.2","20.1"
-"Mexico"," 2002","75.0","77.5","72.5","21.3","22.3","20.2"
-"Mexico"," 2001","75.0","77.4","72.6","21.5","22.4","20.4"
-"Mexico"," 2000","74.8","77.2","72.4","21.4","22.4","20.4"
-"Micronesia (Federated States of)"," 2015","69.4","70.6","68.1","17.3","18.0","16.5"
-"Micronesia (Federated States of)"," 2014","69.4","70.6","68.2","17.3","18.0","16.5"
-"Micronesia (Federated States of)"," 2013","69.2","70.4","68.0","17.3","18.0","16.5"
-"Micronesia (Federated States of)"," 2012","69.0","70.2","67.8","17.2","17.9","16.5"
-"Micronesia (Federated States of)"," 2011","68.9","70.0","67.7","17.2","17.9","16.5"
-"Micronesia (Federated States of)"," 2010","68.7","69.9","67.5","17.2","17.9","16.4"
-"Micronesia (Federated States of)"," 2009","68.5","69.7","67.4","17.2","17.9","16.4"
-"Micronesia (Federated States of)"," 2008","68.4","69.5","67.3","17.2","17.8","16.4"
-"Micronesia (Federated States of)"," 2007","68.2","69.3","67.1","17.1","17.8","16.4"
-"Micronesia (Federated States of)"," 2006","68.0","69.2","66.9","17.1","17.8","16.4"
-"Micronesia (Federated States of)"," 2005","67.9","69.0","66.8","17.1","17.7","16.3"
-"Micronesia (Federated States of)"," 2004","67.7","68.8","66.6","17.1","17.7","16.3"
-"Micronesia (Federated States of)"," 2003","67.5","68.6","66.4","17.0","17.7","16.3"
-"Micronesia (Federated States of)"," 2002","66.2","67.5","65.0","16.7","17.4","16.0"
-"Micronesia (Federated States of)"," 2001","67.2","68.2","66.1","17.0","17.6","16.3"
-"Micronesia (Federated States of)"," 2000","67.0","68.1","66.0","16.9","17.6","16.2"
-"Monaco"," 2013","","","","25","28","23"
-"Mongolia"," 2015","68.8","73.2","64.7","17.1","18.8","15.2"
-"Mongolia"," 2014","68.4","72.8","64.3","16.8","18.5","15.0"
-"Mongolia"," 2013","68.1","72.5","64.0","16.7","18.4","14.9"
-"Mongolia"," 2012","67.8","72.2","63.7","16.5","18.2","14.7"
-"Mongolia"," 2011","67.3","71.7","63.3","16.3","17.9","14.5"
-"Mongolia"," 2010","66.3","70.6","62.4","15.7","17.3","13.9"
-"Mongolia"," 2009","66.9","70.9","63.2","15.9","17.5","14.2"
-"Mongolia"," 2008","67.4","71.6","63.6","16.6","18.2","15.0"
-"Mongolia"," 2007","65.9","70.7","61.6","16.0","17.7","14.3"
-"Mongolia"," 2006","65.0","69.6","60.9","15.4","17.0","13.8"
-"Mongolia"," 2005","64.5","69.2","60.4","15.2","17.1","13.3"
-"Mongolia"," 2004","64.0","68.7","59.9","15.1","16.9","13.4"
-"Mongolia"," 2003","64.0","68.1","60.3","14.8","16.6","13.1"
-"Mongolia"," 2002","63.8","67.3","60.6","14.8","16.2","13.4"
-"Mongolia"," 2001","63.2","66.4","60.1","14.3","15.6","13.0"
-"Mongolia"," 2000","62.8","65.7","60.0","14.5","15.3","13.6"
-"Montenegro"," 2015","76.1","78.1","74.1","19.8","21.0","18.4"
-"Montenegro"," 2014","75.9","77.9","74.0","19.7","20.9","18.4"
-"Montenegro"," 2013","75.8","77.7","73.8","19.6","20.8","18.3"
-"Montenegro"," 2012","75.6","77.6","73.6","19.5","20.7","18.1"
-"Montenegro"," 2011","75.4","77.4","73.2","19.3","20.6","17.9"
-"Montenegro"," 2010","75.3","77.4","73.1","19.3","20.6","17.8"
-"Montenegro"," 2009","75.0","77.2","72.8","19.2","20.6","17.7"
-"Montenegro"," 2008","74.6","76.8","72.3","18.9","20.3","17.4"
-"Montenegro"," 2007","74.2","76.7","71.8","18.7","20.2","17.2"
-"Montenegro"," 2006","73.8","76.4","71.3","18.5","20.0","16.9"
-"Montenegro"," 2005","73.6","76.4","70.9","18.4","20.0","16.6"
-"Montenegro"," 2004","73.5","76.2","70.8","18.4","20.0","16.6"
-"Montenegro"," 2003","73.5","76.2","70.8","18.4","20.1","16.5"
-"Montenegro"," 2002","73.4","76.0","70.7","18.5","20.1","16.7"
-"Montenegro"," 2001","73.3","76.0","70.6","18.5","20.0","16.8"
-"Montenegro"," 2000","73.0","75.6","70.4","18.4","19.8","16.9"
-"Morocco"," 2015","74.3","75.4","73.3","19.4","20.1","18.8"
-"Morocco"," 2014","74.1","75.1","73.1","19.3","19.9","18.7"
-"Morocco"," 2013","73.9","74.9","72.9","19.2","19.8","18.6"
-"Morocco"," 2012","73.6","74.6","72.6","19.1","19.7","18.5"
-"Morocco"," 2011","73.3","74.3","72.2","18.9","19.5","18.3"
-"Morocco"," 2010","72.8","74.0","71.7","18.8","19.4","18.1"
-"Morocco"," 2009","72.3","73.5","71.1","18.6","19.3","17.9"
-"Morocco"," 2008","71.8","73.1","70.5","18.5","19.2","17.7"
-"Morocco"," 2007","71.4","72.8","70.1","18.3","19.1","17.5"
-"Morocco"," 2006","71.0","72.4","69.6","18.2","19.0","17.4"
-"Morocco"," 2005","70.7","72.1","69.2","18.1","18.9","17.3"
-"Morocco"," 2004","70.2","71.7","68.7","18.0","18.8","17.1"
-"Morocco"," 2003","69.9","71.4","68.4","17.9","18.7","17.0"
-"Morocco"," 2002","69.5","71.0","67.9","17.8","18.6","16.9"
-"Morocco"," 2001","69.0","70.6","67.4","17.7","18.5","16.7"
-"Morocco"," 2000","68.6","70.2","66.9","17.5","18.3","16.6"
-"Mozambique"," 2015","57.6","59.4","55.7","16.6","17.2","16.0"
-"Mozambique"," 2014","56.7","58.3","54.9","16.5","17.1","15.9"
-"Mozambique"," 2013","55.3","56.7","53.7","16.4","17.0","15.8"
-"Mozambique"," 2012","54.8","56.1","53.4","16.4","16.9","15.7"
-"Mozambique"," 2011","54.3","55.7","52.9","16.3","16.9","15.7"
-"Mozambique"," 2010","54.0","55.2","52.5","16.3","16.8","15.6"
-"Mozambique"," 2009","53.8","55.1","52.4","16.3","16.8","15.6"
-"Mozambique"," 2008","53.2","54.5","51.8","16.2","16.7","15.5"
-"Mozambique"," 2007","52.1","53.2","50.8","16.0","16.6","15.4"
-"Mozambique"," 2006","51.2","52.3","50.0","15.9","16.5","15.2"
-"Mozambique"," 2005","50.8","52.0","49.4","15.8","16.4","15.1"
-"Mozambique"," 2004","50.4","51.7","49.0","15.7","16.3","15.0"
-"Mozambique"," 2003","50.1","51.5","48.6","15.6","16.2","14.9"
-"Mozambique"," 2002","49.8","51.3","48.3","15.6","16.1","14.8"
-"Mozambique"," 2001","49.5","51.0","48.0","15.5","16.0","14.8"
-"Mozambique"," 2000","49.0","50.5","47.5","15.4","15.9","14.7"
-"Myanmar"," 2015","66.6","68.5","64.6","16.8","17.6","15.7"
-"Myanmar"," 2014","66.4","68.3","64.4","16.7","17.6","15.7"
-"Myanmar"," 2013","66.2","68.0","64.2","16.7","17.6","15.7"
-"Myanmar"," 2012","65.9","67.8","63.9","16.7","17.5","15.7"
-"Myanmar"," 2011","65.6","67.5","63.7","16.6","17.5","15.6"
-"Myanmar"," 2010","65.4","67.3","63.5","16.6","17.5","15.6"
-"Myanmar"," 2009","65.2","67.0","63.3","16.6","17.4","15.6"
-"Myanmar"," 2008","59.2","61.7","56.6","15.4","16.3","14.4"
-"Myanmar"," 2007","64.5","66.3","62.7","16.5","17.3","15.5"
-"Myanmar"," 2006","64.2","66.0","62.4","16.4","17.3","15.5"
-"Myanmar"," 2005","63.9","65.7","62.0","16.4","17.2","15.4"
-"Myanmar"," 2004","63.5","65.4","61.6","16.3","17.2","15.4"
-"Myanmar"," 2003","63.2","65.1","61.3","16.3","17.1","15.3"
-"Myanmar"," 2002","62.8","64.8","60.9","16.2","17.1","15.2"
-"Myanmar"," 2001","62.5","64.4","60.5","16.2","17.0","15.2"
-"Myanmar"," 2000","62.1","64.1","60.2","16.1","17.0","15.1"
-"Namibia"," 2015","65.8","68.3","63.1","17.4","18.5","16.0"
-"Namibia"," 2014","65.9","68.5","63.1","17.4","18.5","16.0"
-"Namibia"," 2013","66.1","68.3","63.6","17.3","18.4","16.0"
-"Namibia"," 2012","65.8","67.8","63.7","17.3","18.3","16.0"
-"Namibia"," 2011","64.3","66.2","62.4","17.1","18.1","15.8"
-"Namibia"," 2010","63.0","64.6","61.3","17.0","18.0","15.8"
-"Namibia"," 2009","62.4","64.0","60.7","16.9","17.9","15.7"
-"Namibia"," 2008","61.7","63.1","60.2","16.8","17.8","15.6"
-"Namibia"," 2007","60.0","61.0","58.9","16.6","17.6","15.5"
-"Namibia"," 2006","57.0","57.6","56.3","16.3","17.2","15.2"
-"Namibia"," 2005","55.1","55.6","54.5","16.1","17.0","15.0"
-"Namibia"," 2004","54.7","55.3","54.1","16.0","16.9","14.9"
-"Namibia"," 2003","55.0","55.7","54.3","16.0","16.9","14.9"
-"Namibia"," 2002","55.7","56.4","54.8","16.0","16.9","14.9"
-"Namibia"," 2001","56.5","57.5","55.6","16.1","17.0","15.0"
-"Namibia"," 2000","57.4","58.5","56.2","16.1","17.1","15.1"
-"Nauru"," 2013","","","","23","27","20"
-"Nepal"," 2015","69.2","70.8","67.7","17.4","18.3","16.5"
-"Nepal"," 2014","69.6","71.0","68.2","17.4","18.3","16.6"
-"Nepal"," 2013","69.3","70.7","67.9","17.3","18.2","16.5"
-"Nepal"," 2012","68.9","70.3","67.6","17.2","18.1","16.4"
-"Nepal"," 2011","68.4","69.8","67.1","17.1","18.0","16.3"
-"Nepal"," 2010","68.0","69.4","66.7","17.0","17.9","16.2"
-"Nepal"," 2009","67.5","68.9","66.2","16.9","17.8","16.1"
-"Nepal"," 2008","67.0","68.4","65.8","16.8","17.7","16.0"
-"Nepal"," 2007","66.6","67.9","65.3","16.8","17.6","15.9"
-"Nepal"," 2006","66.0","67.3","64.7","16.7","17.5","15.8"
-"Nepal"," 2005","65.4","66.7","64.1","16.6","17.4","15.8"
-"Nepal"," 2004","64.7","66.0","63.3","16.5","17.3","15.7"
-"Nepal"," 2003","64.3","65.5","63.1","16.4","17.2","15.6"
-"Nepal"," 2002","63.1","64.6","61.7","16.3","17.1","15.5"
-"Nepal"," 2001","63.2","64.2","62.1","16.3","17.0","15.4"
-"Nepal"," 2000","62.5","63.5","61.5","16.2","16.8","15.3"
-"Netherlands"," 2015","81.9","83.6","80.0","24.2","25.7","22.6"
-"Netherlands"," 2014","81.7","83.5","79.8","24.1","25.6","22.4"
-"Netherlands"," 2013","81.4","83.2","79.4","23.8","25.4","22.1"
-"Netherlands"," 2012","81.1","83.0","79.1","23.6","25.2","21.9"
-"Netherlands"," 2011","81.1","82.9","79.2","23.7","25.2","21.9"
-"Netherlands"," 2010","80.8","82.7","78.7","23.4","25.0","21.5"
-"Netherlands"," 2009","80.6","82.6","78.5","23.3","25.0","21.4"
-"Netherlands"," 2008","80.3","82.3","78.2","23.1","24.7","21.2"
-"Netherlands"," 2007","80.2","82.2","78.0","22.9","24.7","20.9"
-"Netherlands"," 2006","79.8","81.8","77.6","22.6","24.3","20.6"
-"Netherlands"," 2005","79.4","81.6","77.1","22.3","24.1","20.2"
-"Netherlands"," 2004","79.2","81.4","76.8","22.2","24.0","20.2"
-"Netherlands"," 2003","78.7","80.9","76.3","21.8","23.7","19.8"
-"Netherlands"," 2002","78.4","80.7","76.0","21.6","23.5","19.5"
-"Netherlands"," 2001","78.3","80.7","75.8","21.6","23.5","19.4"
-"Netherlands"," 2000","78.1","80.6","75.5","21.4","23.4","19.1"
-"New Zealand"," 2015","81.6","83.3","80.0","24.7","25.8","23.5"
-"New Zealand"," 2014","81.5","83.1","79.8","24.6","25.7","23.4"
-"New Zealand"," 2013","81.3","83.0","79.5","24.4","25.6","23.2"
-"New Zealand"," 2012","81.1","82.8","79.3","24.3","25.5","23.0"
-"New Zealand"," 2011","80.6","82.4","78.9","23.9","25.1","22.7"
-"New Zealand"," 2010","80.9","82.8","79.0","24.2","25.5","22.8"
-"New Zealand"," 2009","80.5","82.4","78.4","23.8","25.2","22.3"
-"New Zealand"," 2008","80.1","82.1","78.2","23.5","24.8","22.1"
-"New Zealand"," 2007","80.1","82.2","77.9","23.5","25.0","22.0"
-"New Zealand"," 2006","79.9","81.9","77.8","23.3","24.7","21.8"
-"New Zealand"," 2005","79.9","82.1","77.7","23.4","24.9","21.8"
-"New Zealand"," 2004","79.2","81.4","77.1","22.7","24.2","21.1"
-"New Zealand"," 2003","79.1","81.3","76.8","22.7","24.3","21.0"
-"New Zealand"," 2002","78.7","81.0","76.4","22.4","24.0","20.6"
-"New Zealand"," 2001","78.5","80.8","76.0","22.1","23.8","20.3"
-"New Zealand"," 2000","78.6","81.2","75.9","22.3","24.2","20.3"
-"Nicaragua"," 2015","74.8","77.9","71.5","21.9","23.3","20.3"
-"Nicaragua"," 2014","74.5","77.7","71.3","21.7","23.1","20.2"
-"Nicaragua"," 2013","73.9","77.1","70.6","21.5","22.8","19.9"
-"Nicaragua"," 2012","73.9","77.3","70.5","21.6","23.2","19.9"
-"Nicaragua"," 2011","74.5","77.3","71.6","21.9","23.0","20.6"
-"Nicaragua"," 2010","73.2","76.1","70.2","20.8","22.1","19.4"
-"Nicaragua"," 2009","73.2","76.2","70.1","21.3","22.4","20.0"
-"Nicaragua"," 2008","72.5","75.7","69.3","20.9","22.1","19.5"
-"Nicaragua"," 2007","72.5","75.5","69.4","21.0","22.1","19.8"
-"Nicaragua"," 2006","73.0","76.1","69.8","21.5","22.7","20.1"
-"Nicaragua"," 2005","71.2","74.5","67.8","20.6","21.9","19.2"
-"Nicaragua"," 2004","71.0","74.0","67.8","20.4","21.6","19.1"
-"Nicaragua"," 2003","70.6","73.7","67.6","20.3","21.2","19.3"
-"Nicaragua"," 2002","70.5","73.3","67.7","20.3","21.2","19.2"
-"Nicaragua"," 2001","70.3","73.0","67.6","20.2","21.1","19.2"
-"Nicaragua"," 2000","70.3","73.3","67.3","20.3","21.4","19.2"
-"Niger"," 2015","61.8","62.8","60.9","16.2","16.7","15.6"
-"Niger"," 2014","61.4","62.4","60.5","16.1","16.7","15.6"
-"Niger"," 2013","60.9","61.9","60.0","16.1","16.6","15.5"
-"Niger"," 2012","60.3","61.2","59.4","16.0","16.5","15.5"
-"Niger"," 2011","59.4","60.1","58.7","15.8","16.3","15.4"
-"Niger"," 2010","58.2","58.8","57.8","15.6","16.0","15.2"
-"Niger"," 2009","57.1","57.4","56.8","15.4","15.7","15.1"
-"Niger"," 2008","56.0","56.2","55.9","15.2","15.5","15.0"
-"Niger"," 2007","55.2","55.3","55.1","15.2","15.4","14.9"
-"Niger"," 2006","54.5","54.6","54.4","15.1","15.3","14.9"
-"Niger"," 2005","53.7","53.8","53.7","15.1","15.3","14.9"
-"Niger"," 2004","52.9","53.0","52.9","15.1","15.3","14.9"
-"Niger"," 2003","52.1","52.2","52.1","15.1","15.2","14.9"
-"Niger"," 2002","51.4","51.4","51.3","15.0","15.2","14.9"
-"Niger"," 2001","50.6","50.7","50.6","15.0","15.2","14.8"
-"Niger"," 2000","50.0","50.0","49.9","15.0","15.2","14.8"
-"Nigeria"," 2015","54.5","55.6","53.4","14.2","14.5","13.9"
-"Nigeria"," 2014","53.6","54.7","52.6","14.1","14.4","13.9"
-"Nigeria"," 2013","53.2","54.2","52.2","14.1","14.3","13.8"
-"Nigeria"," 2012","52.7","53.5","51.8","14.0","14.3","13.8"
-"Nigeria"," 2011","52.3","53.1","51.5","14.0","14.2","13.7"
-"Nigeria"," 2010","52.0","52.9","51.2","14.0","14.2","13.7"
-"Nigeria"," 2009","51.6","52.4","50.7","13.9","14.1","13.7"
-"Nigeria"," 2008","50.9","51.7","50.1","13.8","14.1","13.6"
-"Nigeria"," 2007","50.5","51.3","49.7","13.8","14.0","13.5"
-"Nigeria"," 2006","49.8","50.7","49.0","13.6","13.9","13.4"
-"Nigeria"," 2005","49.2","50.1","48.4","13.5","13.8","13.3"
-"Nigeria"," 2004","48.5","49.4","47.7","13.4","13.6","13.2"
-"Nigeria"," 2003","48.1","49.0","47.2","13.4","13.6","13.1"
-"Nigeria"," 2002","47.7","48.6","46.8","13.4","13.6","13.1"
-"Nigeria"," 2001","47.4","48.3","46.4","13.4","13.6","13.1"
-"Nigeria"," 2000","47.1","48.1","46.2","13.4","13.7","13.2"
-"Niue"," 2013","","","","19","21","17"
-"Norway"," 2015","81.8","83.7","79.8","24.2","25.6","22.6"
-"Norway"," 2014","81.6","83.6","79.6","24.1","25.5","22.5"
-"Norway"," 2013","81.5","83.5","79.4","24.0","25.5","22.4"
-"Norway"," 2012","81.3","83.3","79.2","23.8","25.2","22.2"
-"Norway"," 2011","81.1","83.3","78.9","23.8","25.5","22.1"
-"Norway"," 2010","81.0","83.1","78.8","23.7","25.3","21.9"
-"Norway"," 2009","80.9","83.1","78.6","23.7","25.2","21.9"
-"Norway"," 2008","80.6","82.9","78.3","23.4","25.1","21.5"
-"Norway"," 2007","80.5","82.7","78.2","23.2","25.0","21.3"
-"Norway"," 2006","80.4","82.6","78.0","23.3","24.9","21.4"
-"Norway"," 2005","80.1","82.5","77.6","23.1","24.9","21.1"
-"Norway"," 2004","79.8","82.3","77.3","23.0","24.8","21.0"
-"Norway"," 2003","79.4","81.9","76.9","22.6","24.4","20.6"
-"Norway"," 2002","78.9","81.5","76.2","22.1","24.0","20.1"
-"Norway"," 2001","78.8","81.5","76.0","22.1","24.0","20.0"
-"Norway"," 2000","78.5","81.3","75.7","22.0","23.9","19.9"
-"Oman"," 2015","76.6","79.2","75.0","20.9","22.4","19.7"
-"Oman"," 2014","76.4","79.0","74.7","20.8","22.3","19.6"
-"Oman"," 2013","76.2","78.8","74.5","20.6","22.1","19.4"
-"Oman"," 2012","76.0","78.6","74.2","20.5","21.9","19.2"
-"Oman"," 2011","75.8","78.4","74.0","20.3","21.7","19.0"
-"Oman"," 2010","75.6","78.1","73.7","20.1","21.6","18.9"
-"Oman"," 2009","75.4","77.9","73.5","20.0","21.4","18.7"
-"Oman"," 2008","75.2","77.7","73.3","19.8","21.2","18.5"
-"Oman"," 2007","74.9","77.3","72.9","19.6","20.9","18.3"
-"Oman"," 2006","74.7","77.1","72.8","19.5","20.8","18.2"
-"Oman"," 2005","74.3","76.8","72.4","19.3","20.6","18.1"
-"Oman"," 2004","74.0","76.4","72.1","19.1","20.4","18.0"
-"Oman"," 2003","73.6","76.0","71.7","19.0","20.1","17.8"
-"Oman"," 2002","73.3","75.6","71.4","18.8","19.9","17.7"
-"Oman"," 2001","72.9","75.3","71.1","18.7","19.8","17.6"
-"Oman"," 2000","72.6","74.9","70.7","18.5","19.6","17.4"
-"Pakistan"," 2015","66.4","67.5","65.5","17.8","18.0","17.6"
-"Pakistan"," 2014","66.2","67.2","65.2","17.8","18.0","17.6"
-"Pakistan"," 2013","66.0","67.0","65.1","17.8","18.0","17.6"
-"Pakistan"," 2012","65.7","66.7","64.8","17.8","18.0","17.5"
-"Pakistan"," 2011","65.5","66.5","64.6","17.7","18.0","17.5"
-"Pakistan"," 2010","65.1","66.1","64.1","17.7","17.9","17.4"
-"Pakistan"," 2009","64.8","65.9","63.9","17.6","17.9","17.4"
-"Pakistan"," 2008","64.6","65.7","63.7","17.6","17.9","17.3"
-"Pakistan"," 2007","64.4","65.4","63.5","17.5","17.9","17.3"
-"Pakistan"," 2006","64.2","65.2","63.3","17.5","17.8","17.2"
-"Pakistan"," 2005","62.9","64.0","61.9","17.2","17.6","16.8"
-"Pakistan"," 2004","63.7","64.6","62.9","17.4","17.8","17.1"
-"Pakistan"," 2003","63.5","64.4","62.7","17.4","17.8","17.0"
-"Pakistan"," 2002","63.2","64.1","62.4","17.4","17.8","17.0"
-"Pakistan"," 2001","63.0","63.9","62.2","17.4","17.8","17.0"
-"Pakistan"," 2000","62.8","63.6","62.0","17.3","17.7","17.0"
-"Palau"," 2013","","","","18","20","17"
-"Panama"," 2015","77.8","81.1","74.7","24.1","25.7","22.5"
-"Panama"," 2014","77.6","80.9","74.6","24.0","25.6","22.4"
-"Panama"," 2013","77.5","80.4","74.7","23.8","25.3","22.4"
-"Panama"," 2012","77.2","80.5","74.2","23.7","25.2","22.2"
-"Panama"," 2011","77.3","80.4","74.3","23.8","25.3","22.3"
-"Panama"," 2010","76.5","79.8","73.5","23.1","24.7","21.6"
-"Panama"," 2009","76.8","80.1","73.7","23.6","25.1","22.2"
-"Panama"," 2008","76.5","79.6","73.6","23.4","24.7","22.0"
-"Panama"," 2007","76.4","79.4","73.7","23.2","24.6","21.7"
-"Panama"," 2006","76.2","78.9","73.6","22.9","24.1","21.6"
-"Panama"," 2005","75.8","78.2","73.4","22.3","23.3","21.4"
-"Panama"," 2004","75.8","78.4","73.4","22.5","23.6","21.3"
-"Panama"," 2003","75.5","78.3","72.9","22.4","23.7","21.1"
-"Panama"," 2002","75.7","78.4","73.3","22.6","23.7","21.5"
-"Panama"," 2001","75.5","78.3","73.0","22.4","23.6","21.2"
-"Panama"," 2000","75.7","78.4","73.2","22.7","23.8","21.5"
-"Papua New Guinea"," 2015","62.9","65.4","60.6","15.0","16.6","13.4"
-"Papua New Guinea"," 2014","62.7","65.2","60.3","15.0","16.6","13.3"
-"Papua New Guinea"," 2013","62.4","64.9","60.1","14.9","16.5","13.3"
-"Papua New Guinea"," 2012","62.2","64.7","59.8","14.9","16.5","13.2"
-"Papua New Guinea"," 2011","62.0","64.5","59.7","14.8","16.4","13.2"
-"Papua New Guinea"," 2010","61.8","64.3","59.5","14.8","16.4","13.2"
-"Papua New Guinea"," 2009","61.6","64.1","59.3","14.8","16.4","13.2"
-"Papua New Guinea"," 2008","61.4","63.8","59.1","14.7","16.3","13.1"
-"Papua New Guinea"," 2007","61.1","63.5","58.8","14.7","16.2","13.1"
-"Papua New Guinea"," 2006","60.8","63.2","58.5","14.6","16.2","13.0"
-"Papua New Guinea"," 2005","60.4","62.8","58.1","14.5","16.0","12.9"
-"Papua New Guinea"," 2004","59.9","62.4","57.7","14.3","15.9","12.8"
-"Papua New Guinea"," 2003","59.6","62.0","57.4","14.2","15.8","12.7"
-"Papua New Guinea"," 2002","59.3","61.7","57.1","14.1","15.7","12.6"
-"Papua New Guinea"," 2001","59.1","61.5","56.9","14.1","15.6","12.5"
-"Papua New Guinea"," 2000","58.9","61.3","56.7","14.0","15.6","12.5"
-"Paraguay"," 2015","74.0","76.0","72.2","21.2","22.3","20.1"
-"Paraguay"," 2014","73.9","75.9","72.0","21.1","22.3","20.0"
-"Paraguay"," 2013","73.8","75.7","71.9","21.1","22.2","20.0"
-"Paraguay"," 2012","73.6","75.6","71.8","21.0","22.1","19.9"
-"Paraguay"," 2011","73.4","75.4","71.6","20.9","22.0","19.9"
-"Paraguay"," 2010","73.2","75.2","71.4","20.8","21.9","19.8"
-"Paraguay"," 2009","73.0","74.9","71.1","20.7","21.8","19.7"
-"Paraguay"," 2008","72.7","74.7","70.9","20.7","21.7","19.6"
-"Paraguay"," 2007","72.5","74.5","70.7","20.6","21.6","19.5"
-"Paraguay"," 2006","72.3","74.3","70.5","20.5","21.5","19.5"
-"Paraguay"," 2005","72.1","74.1","70.3","20.4","21.4","19.4"
-"Paraguay"," 2004","71.9","73.9","70.1","20.4","21.3","19.4"
-"Paraguay"," 2003","71.7","73.7","69.9","20.3","21.3","19.3"
-"Paraguay"," 2002","71.5","73.5","69.7","20.2","21.1","19.2"
-"Paraguay"," 2001","71.2","73.2","69.3","20.1","21.0","19.1"
-"Paraguay"," 2000","70.9","73.0","69.0","19.9","20.8","18.9"
-"Peru"," 2015","75.5","78.0","73.1","21.6","22.9","20.2"
-"Peru"," 2014","75.3","77.8","72.8","21.5","22.8","20.1"
-"Peru"," 2013","75.3","77.7","72.9","21.5","22.7","20.2"
-"Peru"," 2012","74.9","77.4","72.4","21.3","22.6","20.0"
-"Peru"," 2011","74.5","77.0","72.0","21.1","22.5","19.7"
-"Peru"," 2010","73.7","76.3","71.2","20.6","21.9","19.2"
-"Peru"," 2009","73.8","76.4","71.3","20.8","22.1","19.5"
-"Peru"," 2008","73.9","76.4","71.4","21.0","22.2","19.6"
-"Peru"," 2007","74.0","76.5","71.5","20.9","22.2","19.6"
-"Peru"," 2006","74.2","76.7","71.8","21.4","22.6","20.0"
-"Peru"," 2005","72.8","75.3","70.3","20.5","21.7","19.1"
-"Peru"," 2004","72.2","74.6","69.9","20.1","21.3","18.8"
-"Peru"," 2003","72.1","74.6","69.8","20.1","21.3","18.9"
-"Peru"," 2002","72.6","74.9","70.2","20.6","21.7","19.3"
-"Peru"," 2001","72.4","74.7","70.1","20.5","21.7","19.4"
-"Peru"," 2000","71.4","73.9","68.9","20.1","21.3","18.9"
-"Philippines"," 2015","68.5","72.0","65.3","17.1","18.6","15.5"
-"Philippines"," 2014","68.4","71.8","65.2","17.2","18.6","15.6"
-"Philippines"," 2013","68.1","71.5","64.9","17.2","18.5","15.7"
-"Philippines"," 2012","68.1","71.5","65.0","17.1","18.5","15.7"
-"Philippines"," 2011","68.0","71.3","64.9","17.1","18.5","15.6"
-"Philippines"," 2010","67.9","71.2","64.8","17.0","18.4","15.5"
-"Philippines"," 2009","68.0","71.0","65.2","17.3","18.4","16.2"
-"Philippines"," 2008","67.5","71.0","64.3","16.6","18.3","14.8"
-"Philippines"," 2007","67.5","71.0","64.3","16.6","18.3","14.9"
-"Philippines"," 2006","67.3","70.6","64.2","16.7","18.1","15.1"
-"Philippines"," 2005","67.0","70.3","63.9","16.3","17.8","14.6"
-"Philippines"," 2004","67.3","70.6","64.2","16.6","18.1","15.0"
-"Philippines"," 2003","67.2","70.4","64.1","16.6","18.0","14.9"
-"Philippines"," 2002","66.8","69.9","63.9","16.2","17.6","14.7"
-"Philippines"," 2001","66.8","70.0","63.9","16.4","17.9","14.9"
-"Philippines"," 2000","66.8","69.9","63.9","16.5","17.9","14.9"
-"Poland"," 2015","77.5","81.3","73.6","21.8","24.0","19.2"
-"Poland"," 2014","77.3","81.2","73.4","21.7","23.9","19.0"
-"Poland"," 2013","77.1","80.9","73.1","21.4","23.7","18.8"
-"Poland"," 2012","76.8","80.7","72.8","21.3","23.6","18.7"
-"Poland"," 2011","76.7","80.7","72.6","21.3","23.6","18.6"
-"Poland"," 2010","76.3","80.4","72.1","20.9","23.2","18.3"
-"Poland"," 2009","75.7","79.9","71.6","20.6","22.9","17.9"
-"Poland"," 2008","75.5","79.9","71.3","20.6","22.9","17.9"
-"Poland"," 2007","75.3","79.7","71.0","20.4","22.8","17.7"
-"Poland"," 2006","75.2","79.6","70.9","20.4","22.7","17.7"
-"Poland"," 2005","75.0","79.3","70.7","20.1","22.4","17.4"
-"Poland"," 2004","74.9","79.2","70.6","20.1","22.4","17.3"
-"Poland"," 2003","74.7","78.9","70.5","19.8","22.1","17.0"
-"Poland"," 2002","74.5","78.8","70.3","19.8","22.1","17.0"
-"Poland"," 2001","74.2","78.3","70.0","19.5","21.8","16.8"
-"Poland"," 2000","73.7","77.9","69.5","19.2","21.4","16.5"
-"Portugal"," 2015","81.1","83.9","78.2","24.1","26.0","22.0"
-"Portugal"," 2014","80.9","83.7","77.9","24.0","25.8","21.8"
-"Portugal"," 2013","80.6","83.5","77.5","23.7","25.6","21.6"
-"Portugal"," 2012","80.3","83.1","77.2","23.5","25.3","21.4"
-"Portugal"," 2011","80.2","83.1","77.1","23.5","25.4","21.4"
-"Portugal"," 2010","79.6","82.6","76.4","23.0","24.9","20.9"
-"Portugal"," 2009","79.3","82.3","76.2","22.9","24.7","20.8"
-"Portugal"," 2008","79.0","82.0","75.9","22.6","24.5","20.5"
-"Portugal"," 2007","78.7","81.8","75.5","22.4","24.3","20.3"
-"Portugal"," 2006","78.5","81.8","75.1","22.3","24.2","20.1"
-"Portugal"," 2005","77.7","81.0","74.5","21.7","23.6","19.6"
-"Portugal"," 2004","78.0","81.3","74.7","22.1","24.0","19.9"
-"Portugal"," 2003","77.3","80.5","74.0","21.5","23.3","19.4"
-"Portugal"," 2002","77.2","80.6","73.7","21.5","23.5","19.4"
-"Portugal"," 2001","76.9","80.3","73.4","21.4","23.3","19.3"
-"Portugal"," 2000","76.6","80.1","73.1","21.2","23.1","19.1"
-"Qatar"," 2015","78.2","80.0","77.4","21.3","22.2","20.8"
-"Qatar"," 2014","78.1","79.9","77.3","21.2","22.1","20.7"
-"Qatar"," 2013","77.9","79.8","77.1","21.1","22.0","20.6"
-"Qatar"," 2012","77.8","79.6","76.9","21.0","21.9","20.5"
-"Qatar"," 2011","77.5","79.4","76.7","20.8","21.7","20.3"
-"Qatar"," 2010","77.3","79.2","76.4","20.6","21.5","20.1"
-"Qatar"," 2009","77.0","78.9","76.1","20.4","21.2","19.9"
-"Qatar"," 2008","76.8","78.7","75.9","20.3","21.1","19.8"
-"Qatar"," 2007","76.7","78.6","75.8","20.2","21.0","19.7"
-"Qatar"," 2006","76.6","78.5","75.7","20.2","21.0","19.7"
-"Qatar"," 2005","76.6","78.4","75.7","20.2","21.0","19.7"
-"Qatar"," 2004","76.6","78.3","75.6","20.2","21.0","19.7"
-"Qatar"," 2003","76.5","78.2","75.6","20.2","21.0","19.7"
-"Qatar"," 2002","76.4","78.1","75.5","20.2","20.9","19.7"
-"Qatar"," 2001","76.3","77.9","75.4","20.1","20.9","19.6"
-"Qatar"," 2000","76.2","77.8","75.3","20.0","20.8","19.6"
-"Republic of Korea"," 2015","82.3","85.5","78.8","25.0","27.3","22.2"
-"Republic of Korea"," 2014","82.0","85.2","78.5","24.8","27.1","22.0"
-"Republic of Korea"," 2013","81.7","84.9","78.2","24.5","26.7","21.8"
-"Republic of Korea"," 2012","81.2","84.4","77.7","24.1","26.3","21.4"
-"Republic of Korea"," 2011","81.1","84.4","77.6","24.1","26.4","21.4"
-"Republic of Korea"," 2010","80.7","84.0","77.2","23.8","26.0","21.1"
-"Republic of Korea"," 2009","80.6","83.9","77.1","23.8","26.0","21.1"
-"Republic of Korea"," 2008","80.3","83.5","76.8","23.4","25.6","20.7"
-"Republic of Korea"," 2007","79.8","83.0","76.4","23.0","25.0","20.5"
-"Republic of Korea"," 2006","79.4","82.6","76.0","22.6","24.7","20.1"
-"Republic of Korea"," 2005","78.7","81.9","75.3","22.1","24.2","19.6"
-"Republic of Korea"," 2004","78.2","81.5","74.6","21.8","23.8","19.2"
-"Republic of Korea"," 2003","77.6","81.0","74.1","21.4","23.4","18.9"
-"Republic of Korea"," 2002","77.1","80.4","73.6","21.0","23.0","18.5"
-"Republic of Korea"," 2001","76.7","80.2","73.1","20.8","22.9","18.3"
-"Republic of Korea"," 2000","76.0","79.5","72.3","20.3","22.3","17.8"
-"Republic of Moldova"," 2015","72.1","76.2","67.9","18.0","20.1","15.4"
-"Republic of Moldova"," 2014","71.8","75.9","67.6","17.8","19.8","15.3"
-"Republic of Moldova"," 2013","71.7","75.8","67.6","17.8","19.8","15.3"
-"Republic of Moldova"," 2012","70.9","75.1","66.8","17.3","19.3","14.9"
-"Republic of Moldova"," 2011","70.7","74.7","66.7","17.1","19.0","14.9"
-"Republic of Moldova"," 2010","68.8","73.0","64.7","16.3","18.0","14.2"
-"Republic of Moldova"," 2009","69.0","72.9","65.1","16.5","18.1","14.5"
-"Republic of Moldova"," 2008","68.9","72.6","65.1","16.6","18.1","14.8"
-"Republic of Moldova"," 2007","68.3","72.0","64.6","16.3","17.7","14.5"
-"Republic of Moldova"," 2006","68.0","71.8","64.1","16.0","17.5","14.2"
-"Republic of Moldova"," 2005","67.3","71.3","63.3","15.5","17.0","13.6"
-"Republic of Moldova"," 2004","68.0","72.0","64.0","15.9","17.5","13.8"
-"Republic of Moldova"," 2003","67.6","71.3","63.8","15.5","17.1","13.6"
-"Republic of Moldova"," 2002","67.5","71.4","63.6","15.7","17.4","13.7"
-"Republic of Moldova"," 2001","67.6","71.5","63.7","16.2","17.8","14.2"
-"Republic of Moldova"," 2000","67.1","71.0","63.2","16.0","17.5","14.1"
-"Romania"," 2015","75.0","78.8","71.4","20.2","22.1","17.9"
-"Romania"," 2014","74.8","78.6","71.2","20.0","22.0","17.8"
-"Romania"," 2013","74.6","78.3","71.0","19.9","21.8","17.7"
-"Romania"," 2012","74.4","78.0","70.8","19.7","21.6","17.6"
-"Romania"," 2011","74.3","77.9","70.7","19.7","21.5","17.5"
-"Romania"," 2010","73.4","77.2","69.7","19.2","21.1","17.1"
-"Romania"," 2009","73.1","77.0","69.4","19.2","21.1","17.0"
-"Romania"," 2008","73.1","76.9","69.4","19.3","21.1","17.1"
-"Romania"," 2007","72.9","76.5","69.4","19.1","20.8","17.1"
-"Romania"," 2006","72.5","76.0","69.0","18.7","20.5","16.7"
-"Romania"," 2005","71.9","75.5","68.5","18.4","20.2","16.4"
-"Romania"," 2004","71.7","75.5","68.2","18.5","20.3","16.5"
-"Romania"," 2003","71.1","74.9","67.5","18.2","20.0","16.2"
-"Romania"," 2002","70.7","74.5","67.1","18.0","19.7","16.0"
-"Romania"," 2001","70.8","74.5","67.1","18.2","19.9","16.3"
-"Romania"," 2000","70.7","74.3","67.2","18.1","19.7","16.3"
-"Russian Federation"," 2015","70.5","76.3","64.7","18.6","21.2","15.1"
-"Russian Federation"," 2014","70.3","76.1","64.5","18.5","21.1","15.0"
-"Russian Federation"," 2013","70.0","75.9","64.2","18.3","20.9","14.9"
-"Russian Federation"," 2012","69.6","75.6","63.7","18.2","20.7","14.8"
-"Russian Federation"," 2011","69.4","75.4","63.5","18.2","20.7","14.8"
-"Russian Federation"," 2010","68.4","74.6","62.4","17.5","20.0","14.1"
-"Russian Federation"," 2009","68.2","74.5","62.2","17.5","20.1","14.1"
-"Russian Federation"," 2008","67.5","74.0","61.3","17.3","19.8","14.0"
-"Russian Federation"," 2007","67.3","73.8","61.1","17.4","19.8","14.1"
-"Russian Federation"," 2006","66.4","73.1","60.2","17.0","19.4","13.9"
-"Russian Federation"," 2005","65.0","72.1","58.6","16.4","18.9","13.1"
-"Russian Federation"," 2004","64.9","72.0","58.6","16.2","18.7","12.9"
-"Russian Federation"," 2003","64.6","71.7","58.3","15.8","18.4","12.5"
-"Russian Federation"," 2002","64.8","71.8","58.5","15.9","18.4","12.6"
-"Russian Federation"," 2001","65.1","72.0","58.8","16.2","18.7","13.0"
-"Russian Federation"," 2000","65.0","72.0","58.7","16.3","18.6","13.1"
-"Rwanda"," 2015","66.1","71.1","60.9","18.0","19.7","16.0"
-"Rwanda"," 2014","65.7","70.8","60.5","18.0","19.6","16.0"
-"Rwanda"," 2013","65.2","70.3","60.0","17.9","19.6","15.9"
-"Rwanda"," 2012","64.6","69.8","59.4","17.8","19.5","15.8"
-"Rwanda"," 2011","63.8","69.1","58.5","17.7","19.4","15.7"
-"Rwanda"," 2010","62.8","68.1","57.5","17.6","19.3","15.6"
-"Rwanda"," 2009","61.0","66.7","55.4","17.4","19.2","15.3"
-"Rwanda"," 2008","60.8","66.2","55.4","17.3","19.1","15.3"
-"Rwanda"," 2007","59.6","65.1","54.1","17.1","19.0","15.1"
-"Rwanda"," 2006","57.6","63.1","52.3","16.9","18.8","14.9"
-"Rwanda"," 2005","55.3","60.6","50.2","16.7","18.6","14.6"
-"Rwanda"," 2004","53.4","58.6","48.4","16.4","18.4","14.4"
-"Rwanda"," 2003","52.0","57.3","47.0","16.3","18.3","14.2"
-"Rwanda"," 2002","50.7","56.0","45.7","16.1","18.2","14.0"
-"Rwanda"," 2001","48.6","54.4","43.4","15.9","18.1","13.8"
-"Rwanda"," 2000","48.3","53.8","43.3","15.8","18.0","13.7"
-"Saint Kitts and Nevis"," 2013","","","","19","21","17"
-"Saint Lucia"," 2015","75.2","77.9","72.6","21.3","23.1","19.4"
-"Saint Lucia"," 2014","75.0","77.7","72.4","21.2","23.0","19.3"
-"Saint Lucia"," 2013","74.8","77.5","72.2","21.1","22.9","19.2"
-"Saint Lucia"," 2012","74.7","77.4","72.2","21.0","22.9","19.2"
-"Saint Lucia"," 2011","74.6","77.3","72.0","20.9","22.8","19.1"
-"Saint Lucia"," 2010","74.2","76.9","71.6","20.8","22.7","19.0"
-"Saint Lucia"," 2009","74.3","77.0","71.7","20.8","22.6","19.0"
-"Saint Lucia"," 2008","74.1","76.8","71.6","20.7","22.5","18.9"
-"Saint Lucia"," 2007","73.9","76.5","71.4","20.5","22.3","18.8"
-"Saint Lucia"," 2006","73.5","76.0","71.1","20.3","22.0","18.6"
-"Saint Lucia"," 2005","73.1","75.3","70.8","20.0","21.5","18.4"
-"Saint Lucia"," 2004","72.6","74.7","70.6","19.7","21.1","18.3"
-"Saint Lucia"," 2003","72.2","74.2","70.3","19.5","20.8","18.1"
-"Saint Lucia"," 2002","72.0","73.9","70.1","19.3","20.6","18.0"
-"Saint Lucia"," 2001","71.8","73.7","69.9","19.3","20.5","17.9"
-"Saint Lucia"," 2000","71.6","73.5","69.6","19.2","20.5","17.9"
-"Saint Vincent and the Grenadines"," 2015","73.2","75.2","71.3","20.1","21.0","19.1"
-"Saint Vincent and the Grenadines"," 2014","73.1","75.1","71.2","20.0","21.0","19.0"
-"Saint Vincent and the Grenadines"," 2013","72.7","74.7","70.8","19.9","20.8","18.9"
-"Saint Vincent and the Grenadines"," 2012","72.8","74.8","71.0","19.9","20.8","18.9"
-"Saint Vincent and the Grenadines"," 2011","72.7","74.6","70.8","19.8","20.7","18.9"
-"Saint Vincent and the Grenadines"," 2010","72.5","74.4","70.7","19.7","20.6","18.8"
-"Saint Vincent and the Grenadines"," 2009","72.3","74.2","70.5","19.6","20.4","18.7"
-"Saint Vincent and the Grenadines"," 2008","72.1","74.0","70.3","19.5","20.3","18.6"
-"Saint Vincent and the Grenadines"," 2007","71.9","73.9","70.1","19.4","20.3","18.5"
-"Saint Vincent and the Grenadines"," 2006","71.7","73.7","69.8","19.3","20.2","18.3"
-"Saint Vincent and the Grenadines"," 2005","71.4","73.6","69.4","19.2","20.2","18.1"
-"Saint Vincent and the Grenadines"," 2004","71.2","73.5","69.1","19.0","20.1","17.9"
-"Saint Vincent and the Grenadines"," 2003","71.0","73.4","68.8","19.0","20.1","17.8"
-"Saint Vincent and the Grenadines"," 2002","70.9","73.2","68.7","18.9","20.0","17.7"
-"Saint Vincent and the Grenadines"," 2001","70.9","73.2","68.8","18.9","20.0","17.8"
-"Saint Vincent and the Grenadines"," 2000","70.9","73.1","68.9","18.9","19.9","17.8"
-"Samoa"," 2015","74.0","77.5","70.9","19.2","21.8","16.7"
-"Samoa"," 2014","73.8","77.3","70.7","19.1","21.7","16.6"
-"Samoa"," 2013","73.6","77.1","70.5","19.0","21.5","16.5"
-"Samoa"," 2012","73.2","76.7","70.1","18.8","21.4","16.3"
-"Samoa"," 2011","73.0","76.5","69.9","18.6","21.2","16.2"
-"Samoa"," 2010","72.6","76.1","69.6","18.5","21.0","16.1"
-"Samoa"," 2009","70.6","74.2","67.5","17.9","20.4","15.5"
-"Samoa"," 2008","72.5","75.9","69.5","18.2","20.7","15.9"
-"Samoa"," 2007","72.2","75.6","69.2","18.1","20.5","15.8"
-"Samoa"," 2006","72.0","75.4","69.0","17.9","20.4","15.7"
-"Samoa"," 2005","71.6","75.0","68.6","17.8","20.2","15.5"
-"Samoa"," 2004","71.4","74.9","68.4","17.7","20.1","15.4"
-"Samoa"," 2003","70.9","74.4","67.9","17.5","19.9","15.3"
-"Samoa"," 2002","70.6","74.1","67.6","17.4","19.8","15.2"
-"Samoa"," 2001","70.5","74.0","67.5","17.3","19.7","15.1"
-"Samoa"," 2000","70.2","73.7","67.2","17.1","19.5","15.0"
-"San Marino"," 2013","","","","25","26","25"
-"Sao Tome and Principe"," 2015","67.5","69.4","65.6","18.3","18.9","17.6"
-"Sao Tome and Principe"," 2014","67.3","69.2","65.5","18.3","18.9","17.5"
-"Sao Tome and Principe"," 2013","67.1","69.0","65.3","18.2","18.8","17.5"
-"Sao Tome and Principe"," 2012","66.9","68.7","65.1","18.2","18.8","17.5"
-"Sao Tome and Principe"," 2011","66.6","68.4","64.7","18.2","18.8","17.5"
-"Sao Tome and Principe"," 2010","66.2","68.1","64.3","18.2","18.8","17.4"
-"Sao Tome and Principe"," 2009","65.8","67.8","63.8","18.1","18.7","17.4"
-"Sao Tome and Principe"," 2008","65.4","67.4","63.4","18.1","18.7","17.4"
-"Sao Tome and Principe"," 2007","65.1","67.1","63.1","18.1","18.7","17.4"
-"Sao Tome and Principe"," 2006","64.7","66.7","62.7","18.0","18.6","17.3"
-"Sao Tome and Principe"," 2005","64.3","66.2","62.3","17.9","18.5","17.2"
-"Sao Tome and Principe"," 2004","63.8","65.7","61.9","17.8","18.4","17.1"
-"Sao Tome and Principe"," 2003","63.4","65.3","61.6","17.7","18.3","17.1"
-"Sao Tome and Principe"," 2002","63.1","64.9","61.2","17.7","18.3","17.0"
-"Sao Tome and Principe"," 2001","62.8","64.7","61.0","17.6","18.2","17.0"
-"Sao Tome and Principe"," 2000","62.6","64.4","60.8","17.6","18.2","17.0"
-"Saudi Arabia"," 2015","74.5","76.0","73.2","18.7","19.9","17.6"
-"Saudi Arabia"," 2014","74.4","75.9","73.1","18.6","19.8","17.6"
-"Saudi Arabia"," 2013","74.3","75.7","72.9","18.6","19.7","17.5"
-"Saudi Arabia"," 2012","74.1","75.5","72.8","18.5","19.6","17.4"
-"Saudi Arabia"," 2011","73.9","75.3","72.6","18.4","19.5","17.3"
-"Saudi Arabia"," 2010","73.7","75.1","72.4","18.3","19.4","17.2"
-"Saudi Arabia"," 2009","73.4","74.8","72.1","18.2","19.3","17.1"
-"Saudi Arabia"," 2008","73.3","74.7","72.0","18.1","19.3","17.1"
-"Saudi Arabia"," 2007","73.2","74.6","71.9","18.1","19.3","17.1"
-"Saudi Arabia"," 2006","73.2","74.6","71.8","18.1","19.3","17.1"
-"Saudi Arabia"," 2005","73.1","74.6","71.8","18.1","19.3","17.1"
-"Saudi Arabia"," 2004","73.1","74.6","71.7","18.1","19.4","17.1"
-"Saudi Arabia"," 2003","73.0","74.6","71.6","18.2","19.4","17.1"
-"Saudi Arabia"," 2002","72.9","74.6","71.5","18.2","19.4","17.1"
-"Saudi Arabia"," 2001","72.8","74.5","71.3","18.1","19.4","17.0"
-"Saudi Arabia"," 2000","72.6","74.4","71.0","18.1","19.4","16.9"
-"Senegal"," 2015","66.7","68.6","64.6","16.8","17.6","15.8"
-"Senegal"," 2014","66.4","68.3","64.3","16.7","17.6","15.8"
-"Senegal"," 2013","66.0","67.9","64.0","16.7","17.5","15.7"
-"Senegal"," 2012","65.6","67.4","63.6","16.6","17.4","15.7"
-"Senegal"," 2011","64.9","66.7","63.1","16.5","17.3","15.6"
-"Senegal"," 2010","64.3","65.8","62.6","16.4","17.1","15.6"
-"Senegal"," 2009","63.5","64.9","62.0","16.2","16.9","15.5"
-"Senegal"," 2008","62.8","64.0","61.4","16.1","16.7","15.4"
-"Senegal"," 2007","62.1","63.3","60.7","16.0","16.6","15.3"
-"Senegal"," 2006","61.3","62.6","59.9","15.9","16.5","15.2"
-"Senegal"," 2005","60.5","61.9","59.0","15.8","16.4","15.1"
-"Senegal"," 2004","59.7","61.2","58.1","15.7","16.4","14.9"
-"Senegal"," 2003","59.0","60.5","57.3","15.6","16.3","14.9"
-"Senegal"," 2002","58.4","60.0","56.8","15.6","16.3","14.9"
-"Senegal"," 2001","57.9","59.4","56.3","15.6","16.3","14.9"
-"Senegal"," 2000","57.5","59.0","56.0","15.6","16.3","14.9"
-"Serbia"," 2015","75.6","78.4","72.9","19.7","21.4","17.9"
-"Serbia"," 2014","75.4","78.2","72.7","19.6","21.3","17.7"
-"Serbia"," 2013","75.3","78.1","72.5","19.4","21.2","17.5"
-"Serbia"," 2012","74.9","77.7","72.2","19.2","20.9","17.4"
-"Serbia"," 2011","74.6","77.4","71.9","19.0","20.6","17.2"
-"Serbia"," 2010","74.4","77.1","71.8","18.7","20.3","17.1"
-"Serbia"," 2009","74.1","76.9","71.4","18.6","20.1","16.9"
-"Serbia"," 2008","74.0","76.8","71.4","18.5","20.0","16.9"
-"Serbia"," 2007","73.8","76.6","71.1","18.3","19.8","16.6"
-"Serbia"," 2006","73.6","76.4","70.9","18.1","19.7","16.4"
-"Serbia"," 2005","73.0","75.8","70.3","17.6","19.2","15.8"
-"Serbia"," 2004","73.0","76.0","70.2","17.6","19.3","15.8"
-"Serbia"," 2003","73.0","75.8","70.2","17.6","19.2","15.8"
-"Serbia"," 2002","72.9","75.8","70.1","17.7","19.3","15.9"
-"Serbia"," 2001","73.1","76.0","70.2","18.0","19.6","16.2"
-"Serbia"," 2000","72.6","75.6","69.7","17.5","19.2","15.8"
-"Seychelles"," 2015","73.2","78.0","69.1","19.5","22.1","17.0"
-"Seychelles"," 2014","73.0","77.8","69.0","19.5","22.1","16.9"
-"Seychelles"," 2013","72.9","77.7","68.8","19.4","22.0","16.9"
-"Seychelles"," 2012","72.7","77.6","68.7","19.3","21.9","16.9"
-"Seychelles"," 2011","72.6","77.4","68.5","19.3","21.8","16.8"
-"Seychelles"," 2010","72.4","77.3","68.3","19.2","21.7","16.7"
-"Seychelles"," 2009","72.3","77.1","68.2","19.1","21.5","16.7"
-"Seychelles"," 2008","72.2","77.0","68.1","19.1","21.5","16.6"
-"Seychelles"," 2007","72.2","76.9","68.0","19.1","21.4","16.6"
-"Seychelles"," 2006","72.2","76.8","68.0","19.1","21.3","16.6"
-"Seychelles"," 2005","72.2","76.8","68.0","19.1","21.3","16.6"
-"Seychelles"," 2004","72.1","76.6","68.0","19.1","21.2","16.6"
-"Seychelles"," 2003","72.1","76.6","68.0","19.1","21.2","16.6"
-"Seychelles"," 2002","72.1","76.6","68.0","19.0","21.2","16.6"
-"Seychelles"," 2001","72.0","76.5","67.9","18.9","21.1","16.5"
-"Seychelles"," 2000","71.8","76.4","67.7","18.8","21.0","16.3"
-"Sierra Leone"," 2015","50.1","50.8","49.3","13.0","13.1","12.9"
-"Sierra Leone"," 2014","48.1","48.8","47.4","12.6","12.7","12.5"
-"Sierra Leone"," 2013","50.4","51.0","49.8","13.1","13.1","13.0"
-"Sierra Leone"," 2012","49.7","50.3","49.2","13.0","13.0","13.0"
-"Sierra Leone"," 2011","48.9","49.5","48.3","12.9","12.9","12.9"
-"Sierra Leone"," 2010","48.1","48.7","47.4","12.8","12.8","12.8"
-"Sierra Leone"," 2009","47.1","47.8","46.4","12.7","12.7","12.6"
-"Sierra Leone"," 2008","46.2","46.9","45.5","12.6","12.6","12.5"
-"Sierra Leone"," 2007","45.3","46.2","44.5","12.4","12.5","12.3"
-"Sierra Leone"," 2006","44.3","45.4","43.3","12.2","12.4","12.0"
-"Sierra Leone"," 2005","43.3","44.5","42.0","12.0","12.3","11.7"
-"Sierra Leone"," 2004","42.3","43.8","40.9","11.8","12.1","11.4"
-"Sierra Leone"," 2003","41.5","43.0","40.0","11.6","11.9","11.2"
-"Sierra Leone"," 2002","40.8","42.2","39.5","11.5","11.8","11.2"
-"Sierra Leone"," 2001","40.1","41.0","39.1","11.3","11.5","11.2"
-"Sierra Leone"," 2000","39.0","39.5","38.4","11.1","11.2","11.1"
-"Singapore"," 2015","83.1","86.1","80.0","25.5","28.0","22.8"
-"Singapore"," 2014","82.9","85.9","79.8","25.3","27.8","22.7"
-"Singapore"," 2013","82.7","85.7","79.6","25.1","27.6","22.5"
-"Singapore"," 2012","82.5","85.5","79.4","25.0","27.4","22.4"
-"Singapore"," 2011","82.2","85.1","79.3","24.7","27.1","22.2"
-"Singapore"," 2010","82.0","84.7","79.2","24.5","26.6","22.1"
-"Singapore"," 2009","81.7","84.2","79.1","24.2","26.2","22.0"
-"Singapore"," 2008","81.4","83.8","78.9","23.9","25.8","21.8"
-"Singapore"," 2007","81.1","83.4","78.7","23.6","25.5","21.6"
-"Singapore"," 2006","80.7","83.1","78.3","23.3","25.1","21.3"
-"Singapore"," 2005","80.2","82.6","77.8","22.8","24.7","20.9"
-"Singapore"," 2004","79.7","82.2","77.2","22.4","24.3","20.5"
-"Singapore"," 2003","79.3","81.8","76.7","22.1","24.0","20.1"
-"Singapore"," 2002","79.0","81.6","76.4","21.8","23.7","19.9"
-"Singapore"," 2001","78.7","81.2","76.2","21.5","23.4","19.6"
-"Singapore"," 2000","78.3","80.9","75.9","21.2","23.1","19.3"
-"Slovakia"," 2015","76.7","80.2","72.9","20.7","22.9","18.0"
-"Slovakia"," 2014","76.4","80.1","72.7","20.6","22.8","17.9"
-"Slovakia"," 2013","76.1","79.7","72.3","20.3","22.5","17.6"
-"Slovakia"," 2012","75.8","79.5","72.0","20.1","22.3","17.5"
-"Slovakia"," 2011","75.6","79.3","71.8","20.1","22.3","17.4"
-"Slovakia"," 2010","75.1","78.9","71.3","19.6","21.8","17.0"
-"Slovakia"," 2009","75.0","78.8","71.2","19.7","21.8","17.1"
-"Slovakia"," 2008","74.7","78.7","70.6","19.6","21.7","16.9"
-"Slovakia"," 2007","74.4","78.2","70.4","19.3","21.5","16.7"
-"Slovakia"," 2006","74.3","78.2","70.2","19.2","21.4","16.5"
-"Slovakia"," 2005","74.0","77.9","70.0","19.0","21.2","16.4"
-"Slovakia"," 2004","74.1","78.0","70.2","19.1","21.3","16.5"
-"Slovakia"," 2003","73.8","77.8","69.7","19.0","21.1","16.3"
-"Slovakia"," 2002","73.7","77.7","69.6","18.9","21.0","16.3"
-"Slovakia"," 2001","73.3","77.4","69.2","18.6","20.8","15.9"
-"Slovakia"," 2000","73.0","77.1","68.9","18.3","20.5","15.7"
-"Slovenia"," 2015","80.8","83.7","77.9","23.6","25.6","21.4"
-"Slovenia"," 2014","80.7","83.6","77.7","23.5","25.5","21.3"
-"Slovenia"," 2013","80.5","83.5","77.4","23.4","25.3","21.1"
-"Slovenia"," 2012","80.2","83.2","77.1","23.2","25.2","20.9"
-"Slovenia"," 2011","79.8","83.0","76.6","23.0","25.0","20.6"
-"Slovenia"," 2010","79.5","82.7","76.2","22.7","24.8","20.3"
-"Slovenia"," 2009","79.1","82.3","75.8","22.4","24.5","20.0"
-"Slovenia"," 2008","78.9","82.3","75.5","22.5","24.5","20.1"
-"Slovenia"," 2007","78.3","81.9","74.6","22.1","24.3","19.4"
-"Slovenia"," 2006","78.1","81.8","74.3","22.0","24.1","19.4"
-"Slovenia"," 2005","77.5","80.9","73.9","21.3","23.5","18.7"
-"Slovenia"," 2004","77.2","80.8","73.5","21.4","23.7","18.6"
-"Slovenia"," 2003","76.5","80.3","72.5","20.8","23.1","17.9"
-"Slovenia"," 2002","76.6","80.4","72.6","20.8","23.2","17.9"
-"Slovenia"," 2001","76.2","80.2","72.2","20.7","23.0","17.8"
-"Slovenia"," 2000","76.0","79.7","72.2","20.4","22.7","17.6"
-"Solomon Islands"," 2015","69.2","70.8","67.9","17.0","17.9","16.2"
-"Solomon Islands"," 2014","68.8","70.4","67.4","16.9","17.8","16.1"
-"Solomon Islands"," 2013","68.8","70.4","67.5","16.9","17.8","16.1"
-"Solomon Islands"," 2012","68.7","70.2","67.3","16.9","17.8","16.1"
-"Solomon Islands"," 2011","68.5","70.0","67.2","16.9","17.7","16.1"
-"Solomon Islands"," 2010","68.3","69.8","67.0","16.8","17.7","16.0"
-"Solomon Islands"," 2009","68.1","69.5","66.8","16.7","17.6","16.0"
-"Solomon Islands"," 2008","68.0","69.4","66.7","16.7","17.6","16.0"
-"Solomon Islands"," 2007","67.6","69.0","66.2","16.6","17.5","15.8"
-"Solomon Islands"," 2006","67.6","69.1","66.3","16.6","17.5","15.9"
-"Solomon Islands"," 2005","67.4","68.9","66.0","16.5","17.5","15.8"
-"Solomon Islands"," 2004","67.1","68.7","65.7","16.5","17.4","15.7"
-"Solomon Islands"," 2003","66.8","68.5","65.4","16.4","17.3","15.6"
-"Solomon Islands"," 2002","66.5","68.2","65.1","16.3","17.2","15.5"
-"Solomon Islands"," 2001","66.2","67.7","64.8","16.2","17.1","15.4"
-"Solomon Islands"," 2000","65.8","67.2","64.5","16.1","17.0","15.4"
-"Somalia"," 2015","55.0","56.6","53.5","16.3","16.8","15.8"
-"Somalia"," 2014","54.3","56.0","52.7","16.3","16.8","15.8"
-"Somalia"," 2013","54.2","55.7","52.7","16.3","16.7","15.9"
-"Somalia"," 2012","53.1","54.9","51.3","16.3","16.7","15.8"
-"Somalia"," 2011","53.1","54.7","51.5","16.3","16.7","15.8"
-"Somalia"," 2010","52.4","54.1","50.8","16.2","16.6","15.7"
-"Somalia"," 2009","52.2","53.8","50.7","16.2","16.6","15.7"
-"Somalia"," 2008","51.9","53.5","50.4","16.1","16.6","15.6"
-"Somalia"," 2007","51.5","53.1","50.0","16.0","16.5","15.5"
-"Somalia"," 2006","51.5","52.9","50.1","16.0","16.5","15.5"
-"Somalia"," 2005","51.6","52.9","50.3","15.9","16.4","15.4"
-"Somalia"," 2004","51.2","52.6","49.8","15.8","16.3","15.3"
-"Somalia"," 2003","51.1","52.5","49.7","15.8","16.3","15.2"
-"Somalia"," 2002","50.8","52.3","49.4","15.7","16.2","15.2"
-"Somalia"," 2001","50.7","52.1","49.3","15.6","16.1","15.1"
-"Somalia"," 2000","50.5","51.8","49.1","15.6","16.1","15.1"
-"South Africa"," 2015","62.9","66.2","59.3","16.6","18.6","13.7"
-"South Africa"," 2014","62.0","65.5","58.4","16.4","18.5","13.5"
-"South Africa"," 2013","60.9","64.3","57.4","16.3","18.4","13.4"
-"South Africa"," 2012","59.2","62.1","56.2","16.1","18.2","13.3"
-"South Africa"," 2011","58.9","61.4","56.1","15.9","18.0","13.3"
-"South Africa"," 2010","58.0","60.3","55.5","15.8","17.8","13.2"
-"South Africa"," 2009","56.5","58.6","54.2","15.6","17.6","13.2"
-"South Africa"," 2008","55.3","57.2","53.2","15.5","17.4","13.1"
-"South Africa"," 2007","54.5","56.3","52.6","15.3","17.3","13.0"
-"South Africa"," 2006","54.0","55.7","52.2","15.2","17.2","13.0"
-"South Africa"," 2005","53.8","55.5","51.9","15.1","17.1","13.0"
-"South Africa"," 2004","53.7","55.4","51.8","15.1","17.1","12.9"
-"South Africa"," 2003","54.0","55.9","52.0","15.0","17.1","12.9"
-"South Africa"," 2002","54.9","57.1","52.6","15.0","17.2","13.0"
-"South Africa"," 2001","56.0","58.5","53.5","15.1","17.2","13.0"
-"South Africa"," 2000","57.3","60.1","54.6","15.1","17.3","13.1"
-"South Sudan"," 2015","57.3","58.6","56.1","16.5","17.0","16.0"
-"South Sudan"," 2014","56.6","58.0","55.3","16.5","17.0","15.9"
-"South Sudan"," 2013","56.4","57.5","55.2","16.4","16.9","15.9"
-"South Sudan"," 2012","56.0","57.1","55.0","16.4","16.9","15.8"
-"South Sudan"," 2011","55.4","56.5","54.4","16.3","16.8","15.7"
-"South Sudan"," 2010","55.0","56.0","54.1","16.2","16.7","15.6"
-"South Sudan"," 2009","54.3","55.3","53.3","16.1","16.6","15.5"
-"South Sudan"," 2008","53.6","54.7","52.6","15.9","16.5","15.4"
-"South Sudan"," 2007","53.1","54.1","52.0","15.8","16.4","15.3"
-"South Sudan"," 2006","52.5","53.6","51.4","15.7","16.3","15.2"
-"South Sudan"," 2005","51.9","53.0","50.9","15.7","16.2","15.1"
-"South Sudan"," 2004","51.4","52.5","50.3","15.6","16.1","15.0"
-"South Sudan"," 2003","50.8","52.0","49.6","15.5","16.0","14.9"
-"South Sudan"," 2002","50.2","51.4","49.0","15.4","15.9","14.8"
-"South Sudan"," 2001","49.6","50.8","48.4","15.3","15.8","14.8"
-"South Sudan"," 2000","48.9","50.2","47.7","15.2","15.8","14.7"
-"Spain"," 2015","82.8","85.5","80.1","25.2","27.3","22.9"
-"Spain"," 2014","82.6","85.3","79.8","25.1","27.2","22.8"
-"Spain"," 2013","82.4","85.1","79.6","24.9","27.0","22.6"
-"Spain"," 2012","82.0","84.8","79.1","24.6","26.7","22.3"
-"Spain"," 2011","82.1","85.0","79.1","24.7","26.9","22.4"
-"Spain"," 2010","81.9","85.0","78.9","24.7","26.9","22.3"
-"Spain"," 2009","81.6","84.7","78.5","24.5","26.7","22.1"
-"Spain"," 2008","81.3","84.4","78.1","24.3","26.5","21.9"
-"Spain"," 2007","80.9","84.2","77.7","24.0","26.3","21.6"
-"Spain"," 2006","80.8","84.1","77.5","24.0","26.2","21.6"
-"Spain"," 2005","80.1","83.4","76.8","23.3","25.6","20.9"
-"Spain"," 2004","80.1","83.4","76.7","23.5","25.7","21.0"
-"Spain"," 2003","79.4","82.8","76.1","23.0","25.2","20.6"
-"Spain"," 2002","79.5","82.9","76.1","23.0","25.3","20.6"
-"Spain"," 2001","79.4","82.8","75.9","23.0","25.2","20.5"
-"Spain"," 2000","79.1","82.5","75.6","22.7","25.0","20.3"
-"Sri Lanka"," 2015","74.9","78.3","71.6","20.7","21.8","19.4"
-"Sri Lanka"," 2014","74.7","78.1","71.3","20.5","21.6","19.3"
-"Sri Lanka"," 2013","74.6","77.9","71.2","20.4","21.5","19.2"
-"Sri Lanka"," 2012","74.5","77.9","71.1","20.4","21.5","19.1"
-"Sri Lanka"," 2011","74.5","78.0","71.0","20.3","21.6","18.9"
-"Sri Lanka"," 2010","74.5","78.1","70.9","20.3","21.8","18.6"
-"Sri Lanka"," 2009","71.8","76.9","67.1","20.1","21.9","18.1"
-"Sri Lanka"," 2008","72.3","77.2","67.7","20.0","22.1","18.0"
-"Sri Lanka"," 2007","73.7","77.9","69.8","20.1","22.2","18.1"
-"Sri Lanka"," 2006","73.8","77.9","69.9","20.2","22.2","18.2"
-"Sri Lanka"," 2005","74.2","78.0","70.7","20.3","22.2","18.4"
-"Sri Lanka"," 2004","69.1","73.2","65.3","19.5","21.4","17.6"
-"Sri Lanka"," 2003","73.9","77.6","70.5","20.4","22.0","18.7"
-"Sri Lanka"," 2002","73.7","77.2","70.3","20.2","21.8","18.6"
-"Sri Lanka"," 2001","72.7","76.3","69.4","19.6","21.0","18.2"
-"Sri Lanka"," 2000","71.5","75.1","68.2","18.8","20.0","17.6"
-"Sudan"," 2015","64.1","65.9","62.4","17.8","18.4","17.2"
-"Sudan"," 2014","63.8","65.6","62.1","17.8","18.4","17.2"
-"Sudan"," 2013","63.5","65.3","61.7","17.8","18.3","17.2"
-"Sudan"," 2012","63.2","65.0","61.4","17.7","18.3","17.1"
-"Sudan"," 2011","62.7","64.6","60.9","17.7","18.2","17.1"
-"Sudan"," 2010","62.5","64.3","60.7","17.6","18.1","17.0"
-"Sudan"," 2009","62.0","63.9","60.3","17.5","18.0","16.9"
-"Sudan"," 2008","61.8","63.5","60.1","17.4","17.9","16.9"
-"Sudan"," 2007","61.4","63.2","59.7","17.4","17.9","16.8"
-"Sudan"," 2006","61.0","62.8","59.2","17.3","17.8","16.8"
-"Sudan"," 2005","60.7","62.5","59.0","17.3","17.8","16.7"
-"Sudan"," 2004","59.7","61.8","57.7","17.2","17.7","16.6"
-"Sudan"," 2003","59.6","61.5","57.7","17.1","17.6","16.6"
-"Sudan"," 2002","59.4","61.2","57.6","17.1","17.6","16.6"
-"Sudan"," 2001","58.9","60.8","57.1","17.0","17.5","16.5"
-"Sudan"," 2000","58.6","60.4","56.8","16.9","17.4","16.4"
-"Suriname"," 2015","71.6","74.7","68.6","19.3","20.9","17.6"
-"Suriname"," 2014","71.4","74.5","68.4","19.3","20.9","17.6"
-"Suriname"," 2013","71.2","74.4","68.3","19.2","20.8","17.5"
-"Suriname"," 2012","71.3","74.4","68.4","19.2","20.8","17.5"
-"Suriname"," 2011","70.6","73.9","67.5","18.9","20.6","17.1"
-"Suriname"," 2010","70.3","73.6","67.1","18.7","20.3","17.0"
-"Suriname"," 2009","70.0","73.3","66.8","18.7","20.2","17.0"
-"Suriname"," 2008","69.8","73.1","66.8","18.6","20.0","17.0"
-"Suriname"," 2007","69.5","72.8","66.4","18.4","20.1","16.7"
-"Suriname"," 2006","69.3","72.8","66.0","18.2","19.9","16.4"
-"Suriname"," 2005","68.9","72.5","65.5","18.0","19.8","16.1"
-"Suriname"," 2004","68.3","72.1","64.9","17.7","19.4","16.0"
-"Suriname"," 2003","68.0","71.5","64.8","17.6","19.2","15.8"
-"Suriname"," 2002","67.9","71.3","64.8","17.5","19.1","15.9"
-"Suriname"," 2001","67.7","71.1","64.6","17.3","19.0","15.6"
-"Suriname"," 2000","67.4","70.8","64.2","17.3","19.0","15.6"
-"Swaziland"," 2015","58.9","61.1","56.6","16.0","16.9","14.8"
-"Swaziland"," 2014","58.4","60.7","55.9","15.9","16.9","14.7"
-"Swaziland"," 2013","57.6","60.1","55.0","15.9","16.9","14.7"
-"Swaziland"," 2012","56.5","59.1","53.8","15.8","16.8","14.6"
-"Swaziland"," 2011","55.0","57.5","52.6","15.7","16.7","14.5"
-"Swaziland"," 2010","53.6","55.7","51.5","15.6","16.6","14.4"
-"Swaziland"," 2009","52.6","54.6","50.4","15.6","16.6","14.4"
-"Swaziland"," 2008","51.4","53.5","49.2","15.5","16.5","14.3"
-"Swaziland"," 2007","50.0","51.2","48.7","15.3","16.2","14.3"
-"Swaziland"," 2006","47.8","48.6","46.9","15.0","15.9","14.0"
-"Swaziland"," 2005","46.0","46.7","45.2","14.8","15.7","13.8"
-"Swaziland"," 2004","45.6","46.4","44.8","14.7","15.6","13.7"
-"Swaziland"," 2003","45.9","46.8","44.9","14.7","15.6","13.7"
-"Swaziland"," 2002","46.4","47.5","45.3","14.7","15.6","13.8"
-"Swaziland"," 2001","47.1","48.4","45.9","14.8","15.7","13.8"
-"Swaziland"," 2000","48.4","49.8","47.0","14.9","15.8","13.9"
-"Sweden"," 2015","82.4","84.0","80.7","24.6","25.8","23.3"
-"Sweden"," 2014","82.3","84.1","80.6","24.6","25.9","23.2"
-"Sweden"," 2013","81.9","83.7","80.2","24.3","25.5","22.9"
-"Sweden"," 2012","81.7","83.5","80.0","24.1","25.4","22.7"
-"Sweden"," 2011","81.7","83.6","79.8","24.1","25.5","22.6"
-"Sweden"," 2010","81.5","83.5","79.5","23.9","25.3","22.3"
-"Sweden"," 2009","81.4","83.4","79.3","23.9","25.4","22.3"
-"Sweden"," 2008","81.1","83.2","79.0","23.7","25.2","22.0"
-"Sweden"," 2007","80.9","83.0","78.9","23.5","25.0","21.9"
-"Sweden"," 2006","80.8","82.9","78.6","23.4","25.0","21.6"
-"Sweden"," 2005","80.5","82.7","78.3","23.2","24.8","21.4"
-"Sweden"," 2004","80.3","82.5","78.1","23.2","24.8","21.4"
-"Sweden"," 2003","80.2","82.4","77.9","22.9","24.6","21.1"
-"Sweden"," 2002","79.9","82.1","77.7","22.7","24.3","20.9"
-"Sweden"," 2001","79.8","82.1","77.5","22.7","24.4","20.8"
-"Sweden"," 2000","79.6","81.9","77.3","22.5","24.3","20.6"
-"Switzerland"," 2015","83.4","85.3","81.3","25.5","27.0","23.9"
-"Switzerland"," 2014","83.2","85.1","81.1","25.4","26.9","23.7"
-"Switzerland"," 2013","83.0","85.0","80.8","25.3","26.8","23.5"
-"Switzerland"," 2012","82.7","84.7","80.5","25.0","26.5","23.3"
-"Switzerland"," 2011","82.6","84.8","80.3","25.1","26.7","23.2"
-"Switzerland"," 2010","82.3","84.5","80.0","24.8","26.5","22.9"
-"Switzerland"," 2009","82.1","84.3","79.6","24.7","26.3","22.8"
-"Switzerland"," 2008","82.0","84.3","79.5","24.6","26.3","22.7"
-"Switzerland"," 2007","81.7","84.0","79.2","24.4","26.2","22.4"
-"Switzerland"," 2006","81.5","83.9","78.9","24.3","26.1","22.3"
-"Switzerland"," 2005","81.1","83.6","78.5","24.0","25.8","21.9"
-"Switzerland"," 2004","81.0","83.5","78.4","24.0","25.8","21.9"
-"Switzerland"," 2003","80.5","83.0","77.8","23.5","25.3","21.4"
-"Switzerland"," 2002","80.4","82.9","77.6","23.5","25.4","21.4"
-"Switzerland"," 2001","80.2","82.9","77.3","23.4","25.3","21.1"
-"Switzerland"," 2000","79.7","82.5","76.8","23.1","25.0","20.8"
-"Syrian Arab Republic"," 2015","64.5","69.9","59.9","18.1","19.5","16.7"
-"Syrian Arab Republic"," 2014","64.4","69.7","59.9","18.1","19.5","16.9"
-"Syrian Arab Republic"," 2013","63.6","69.1","59.0","18.1","19.4","17.0"
-"Syrian Arab Republic"," 2012","62.8","68.4","58.0","18.1","19.3","17.0"
-"Syrian Arab Republic"," 2011","71.7","74.4","69.3","18.8","19.8","17.9"
-"Syrian Arab Republic"," 2010","73.7","75.5","71.9","19.0","19.9","18.1"
-"Syrian Arab Republic"," 2009","73.8","75.6","72.1","19.0","20.0","18.2"
-"Syrian Arab Republic"," 2008","73.8","75.6","72.2","19.1","20.0","18.2"
-"Syrian Arab Republic"," 2007","73.8","75.7","72.1","19.1","20.1","18.2"
-"Syrian Arab Republic"," 2006","73.7","75.7","71.9","19.1","20.2","18.1"
-"Syrian Arab Republic"," 2005","73.5","75.7","71.6","19.0","20.2","18.0"
-"Syrian Arab Republic"," 2004","73.2","75.6","71.2","19.0","20.2","18.0"
-"Syrian Arab Republic"," 2003","73.0","75.4","70.9","18.9","20.1","17.9"
-"Syrian Arab Republic"," 2002","72.8","75.2","70.7","18.9","20.1","17.8"
-"Syrian Arab Republic"," 2001","72.7","75.1","70.6","18.8","20.0","17.7"
-"Syrian Arab Republic"," 2000","72.6","74.9","70.5","18.8","19.9","17.7"
-"Tajikistan"," 2015","69.7","73.6","66.6","18.4","21.0","16.4"
-"Tajikistan"," 2014","69.6","73.4","66.4","18.3","20.9","16.3"
-"Tajikistan"," 2013","69.3","73.1","66.1","18.2","20.7","16.1"
-"Tajikistan"," 2012","68.8","72.6","65.6","17.7","20.2","15.7"
-"Tajikistan"," 2011","68.1","72.0","64.8","17.1","19.6","15.0"
-"Tajikistan"," 2010","67.3","71.4","63.8","16.4","19.0","14.2"
-"Tajikistan"," 2009","66.7","71.0","63.2","15.9","18.6","13.7"
-"Tajikistan"," 2008","66.4","70.7","62.9","15.8","18.5","13.6"
-"Tajikistan"," 2007","66.1","70.4","62.6","15.8","18.5","13.6"
-"Tajikistan"," 2006","65.9","70.2","62.3","15.9","18.6","13.7"
-"Tajikistan"," 2005","65.5","70.1","61.8","16.1","18.9","13.9"
-"Tajikistan"," 2004","65.9","70.2","62.3","16.6","19.2","14.5"
-"Tajikistan"," 2003","65.2","69.4","61.7","16.4","19.1","14.2"
-"Tajikistan"," 2002","64.3","68.4","60.9","16.5","18.7","14.4"
-"Tajikistan"," 2001","64.0","67.9","60.6","16.7","19.3","14.5"
-"Tajikistan"," 2000","63.7","67.6","60.3","16.9","18.8","15.0"
-"Thailand"," 2015","74.9","78.0","71.9","21.0","22.9","19.2"
-"Thailand"," 2014","74.6","77.8","71.7","21.0","22.8","19.1"
-"Thailand"," 2013","74.5","77.6","71.5","20.9","22.7","19.0"
-"Thailand"," 2012","74.3","77.5","71.3","20.8","22.6","18.9"
-"Thailand"," 2011","74.1","77.3","71.1","20.7","22.4","18.9"
-"Thailand"," 2010","73.9","77.1","70.9","20.6","22.3","18.8"
-"Thailand"," 2009","73.7","76.9","70.7","20.5","22.2","18.7"
-"Thailand"," 2008","73.5","76.7","70.5","20.4","22.1","18.6"
-"Thailand"," 2007","73.3","76.5","70.2","20.3","22.0","18.6"
-"Thailand"," 2006","73.0","76.3","69.9","20.2","21.9","18.5"
-"Thailand"," 2005","72.5","75.8","69.3","20.2","21.8","18.4"
-"Thailand"," 2004","71.6","75.0","68.4","20.0","21.7","18.3"
-"Thailand"," 2003","71.7","75.0","68.5","20.0","21.7","18.3"
-"Thailand"," 2002","71.4","74.8","68.2","20.0","21.7","18.2"
-"Thailand"," 2001","71.2","74.7","68.0","19.9","21.6","18.2"
-"Thailand"," 2000","71.1","74.6","67.8","19.9","21.6","18.1"
-"The former Yugoslav republic of Macedonia"," 2015","75.7","77.8","73.5","19.1","20.5","17.6"
-"The former Yugoslav republic of Macedonia"," 2014","75.5","77.7","73.4","19.0","20.3","17.5"
-"The former Yugoslav republic of Macedonia"," 2013","75.3","77.5","73.2","18.9","20.2","17.4"
-"The former Yugoslav republic of Macedonia"," 2012","75.1","77.3","73.0","18.8","20.1","17.3"
-"The former Yugoslav republic of Macedonia"," 2011","74.9","77.0","72.7","18.7","20.0","17.2"
-"The former Yugoslav republic of Macedonia"," 2010","74.7","77.0","72.4","18.6","20.0","17.1"
-"The former Yugoslav republic of Macedonia"," 2009","74.4","76.7","72.2","18.5","19.8","17.1"
-"The former Yugoslav republic of Macedonia"," 2008","74.2","76.4","72.1","18.3","19.6","16.9"
-"The former Yugoslav republic of Macedonia"," 2007","73.5","75.8","71.3","17.9","19.3","16.5"
-"The former Yugoslav republic of Macedonia"," 2006","73.7","76.0","71.4","18.2","19.5","16.7"
-"The former Yugoslav republic of Macedonia"," 2005","73.6","75.9","71.3","18.0","19.3","16.6"
-"The former Yugoslav republic of Macedonia"," 2004","73.5","75.8","71.2","18.0","19.3","16.6"
-"The former Yugoslav republic of Macedonia"," 2003","73.2","75.7","70.7","17.9","19.2","16.5"
-"The former Yugoslav republic of Macedonia"," 2002","72.8","75.5","70.2","17.7","19.0","16.2"
-"The former Yugoslav republic of Macedonia"," 2001","73.1","75.6","70.6","17.9","19.3","16.5"
-"The former Yugoslav republic of Macedonia"," 2000","72.6","74.9","70.5","17.4","18.7","16.1"
-"Timor-Leste"," 2015","68.3","70.1","66.6","17.1","17.9","16.2"
-"Timor-Leste"," 2014","68.0","69.8","66.3","17.0","17.8","16.1"
-"Timor-Leste"," 2013","67.7","69.5","66.0","16.9","17.7","16.1"
-"Timor-Leste"," 2012","67.4","69.2","65.8","16.9","17.7","16.0"
-"Timor-Leste"," 2011","67.2","68.8","65.6","16.8","17.6","16.0"
-"Timor-Leste"," 2010","66.9","68.4","65.5","16.8","17.6","16.0"
-"Timor-Leste"," 2009","66.6","67.9","65.3","16.8","17.5","16.0"
-"Timor-Leste"," 2008","66.2","67.4","65.1","16.8","17.5","16.0"
-"Timor-Leste"," 2007","65.8","66.8","64.7","16.7","17.4","16.0"
-"Timor-Leste"," 2006","64.9","66.0","63.8","16.6","17.3","15.9"
-"Timor-Leste"," 2005","63.7","65.0","62.4","16.4","17.2","15.6"
-"Timor-Leste"," 2004","62.3","63.8","60.9","16.2","17.0","15.4"
-"Timor-Leste"," 2003","61.0","62.7","59.4","16.0","16.8","15.1"
-"Timor-Leste"," 2002","60.2","61.8","58.6","15.9","16.7","15.0"
-"Timor-Leste"," 2001","59.4","61.0","57.9","15.8","16.5","14.9"
-"Timor-Leste"," 2000","58.7","60.1","57.3","15.7","16.4","14.8"
-"Togo"," 2015","59.9","61.1","58.6","15.5","15.9","15.1"
-"Togo"," 2014","59.7","60.9","58.4","15.5","15.9","15.1"
-"Togo"," 2013","59.4","60.5","58.3","15.5","15.9","15.1"
-"Togo"," 2012","58.9","59.9","58.0","15.4","15.8","15.0"
-"Togo"," 2011","58.3","59.2","57.4","15.3","15.6","14.9"
-"Togo"," 2010","57.4","58.2","56.6","15.0","15.3","14.7"
-"Togo"," 2009","56.7","57.4","55.9","14.8","15.1","14.5"
-"Togo"," 2008","56.2","56.9","55.3","14.7","15.0","14.4"
-"Togo"," 2007","55.9","56.8","55.0","14.7","15.0","14.3"
-"Togo"," 2006","55.7","56.6","54.7","14.7","15.0","14.3"
-"Togo"," 2005","55.0","56.1","53.9","14.6","15.0","14.3"
-"Togo"," 2004","54.9","56.0","53.8","14.6","15.0","14.3"
-"Togo"," 2003","54.7","55.9","53.5","14.6","15.0","14.2"
-"Togo"," 2002","54.7","55.9","53.4","14.6","15.0","14.2"
-"Togo"," 2001","54.6","55.9","53.3","14.6","15.0","14.2"
-"Togo"," 2000","54.6","55.9","53.3","14.6","15.0","14.3"
-"Tonga"," 2015","73.5","76.4","70.6","18.8","21.2","16.4"
-"Tonga"," 2014","73.3","76.2","70.5","18.7","21.1","16.3"
-"Tonga"," 2013","73.2","76.0","70.4","18.7","21.0","16.3"
-"Tonga"," 2012","73.0","75.9","70.3","18.6","20.9","16.2"
-"Tonga"," 2011","72.9","75.8","70.2","18.5","20.8","16.1"
-"Tonga"," 2010","72.8","75.7","70.0","18.4","20.7","16.1"
-"Tonga"," 2009","72.5","75.3","69.7","18.3","20.6","16.0"
-"Tonga"," 2008","72.6","75.4","69.9","18.3","20.5","16.0"
-"Tonga"," 2007","72.5","75.3","69.8","18.2","20.4","15.9"
-"Tonga"," 2006","72.4","75.1","69.8","18.1","20.3","15.9"
-"Tonga"," 2005","72.3","74.9","69.7","18.1","20.2","15.9"
-"Tonga"," 2004","72.2","74.7","69.7","18.0","20.1","15.9"
-"Tonga"," 2003","72.0","74.5","69.6","17.9","19.9","15.9"
-"Tonga"," 2002","71.9","74.2","69.6","17.8","19.8","15.9"
-"Tonga"," 2001","71.8","74.0","69.6","17.8","19.7","15.9"
-"Tonga"," 2000","71.6","73.7","69.6","17.7","19.5","15.9"
-"Trinidad and Tobago"," 2015","71.2","74.8","67.9","18.3","20.4","16.2"
-"Trinidad and Tobago"," 2014","71.1","74.6","67.8","18.3","20.3","16.2"
-"Trinidad and Tobago"," 2013","71.0","74.5","67.7","18.2","20.3","16.1"
-"Trinidad and Tobago"," 2012","70.8","74.4","67.6","18.2","20.2","16.1"
-"Trinidad and Tobago"," 2011","70.6","74.2","67.4","18.1","20.1","16.0"
-"Trinidad and Tobago"," 2010","70.4","73.9","67.1","17.9","20.0","15.9"
-"Trinidad and Tobago"," 2009","70.1","73.7","66.8","17.8","19.8","15.7"
-"Trinidad and Tobago"," 2008","69.9","73.5","66.5","17.7","19.7","15.6"
-"Trinidad and Tobago"," 2007","69.7","73.4","66.4","17.6","19.7","15.5"
-"Trinidad and Tobago"," 2006","69.6","73.3","66.2","17.6","19.7","15.5"
-"Trinidad and Tobago"," 2005","69.5","73.2","66.1","17.5","19.6","15.4"
-"Trinidad and Tobago"," 2004","69.4","73.1","65.9","17.5","19.6","15.4"
-"Trinidad and Tobago"," 2003","69.3","73.1","65.8","17.5","19.6","15.3"
-"Trinidad and Tobago"," 2002","69.2","73.0","65.7","17.5","19.6","15.3"
-"Trinidad and Tobago"," 2001","69.1","72.9","65.7","17.4","19.6","15.2"
-"Trinidad and Tobago"," 2000","69.1","72.8","65.6","17.4","19.5","15.2"
-"Tunisia"," 2015","75.3","77.8","73.0","19.7","21.4","17.9"
-"Tunisia"," 2014","75.1","77.6","72.7","19.5","21.3","17.8"
-"Tunisia"," 2013","74.9","77.4","72.6","19.4","21.2","17.7"
-"Tunisia"," 2012","74.9","77.4","72.5","19.4","21.2","17.7"
-"Tunisia"," 2011","74.8","77.4","72.5","19.4","21.2","17.7"
-"Tunisia"," 2010","74.8","77.3","72.5","19.4","21.2","17.7"
-"Tunisia"," 2009","74.7","77.3","72.4","19.4","21.2","17.7"
-"Tunisia"," 2008","74.7","77.2","72.3","19.4","21.2","17.8"
-"Tunisia"," 2007","74.6","77.1","72.2","19.4","21.2","17.8"
-"Tunisia"," 2006","74.4","77.0","72.1","19.4","21.2","17.7"
-"Tunisia"," 2005","74.2","76.8","71.9","19.3","21.2","17.7"
-"Tunisia"," 2004","74.0","76.6","71.6","19.3","21.1","17.6"
-"Tunisia"," 2003","73.7","76.4","71.4","19.2","21.1","17.5"
-"Tunisia"," 2002","73.5","76.1","71.1","19.1","21.0","17.5"
-"Tunisia"," 2001","73.2","75.9","70.9","19.1","20.9","17.4"
-"Tunisia"," 2000","72.9","75.6","70.6","19.0","20.8","17.4"
-"Turkey"," 2015","75.8","78.9","72.6","21.1","23.0","19.0"
-"Turkey"," 2014","75.5","78.6","72.3","21.0","22.9","18.9"
-"Turkey"," 2013","75.2","78.3","72.0","20.8","22.8","18.7"
-"Turkey"," 2012","74.8","78.1","71.6","20.7","22.6","18.6"
-"Turkey"," 2011","74.5","77.8","71.3","20.5","22.5","18.4"
-"Turkey"," 2010","74.2","77.6","70.9","20.4","22.4","18.2"
-"Turkey"," 2009","73.9","77.3","70.6","20.2","22.3","18.0"
-"Turkey"," 2008","73.5","77.0","70.1","20.0","22.1","17.9"
-"Turkey"," 2007","73.2","76.6","69.8","19.9","22.0","17.7"
-"Turkey"," 2006","72.8","76.3","69.4","19.7","21.9","17.6"
-"Turkey"," 2005","72.4","75.8","69.1","19.6","21.7","17.5"
-"Turkey"," 2004","72.0","75.4","68.7","19.5","21.5","17.3"
-"Turkey"," 2003","71.6","75.0","68.3","19.3","21.4","17.2"
-"Turkey"," 2002","71.2","74.6","67.9","19.2","21.3","17.2"
-"Turkey"," 2001","70.8","74.2","67.5","19.2","21.2","17.1"
-"Turkey"," 2000","70.4","73.8","67.1","19.1","21.1","17.0"
-"Turkmenistan"," 2015","66.3","70.5","62.2","16.7","18.6","14.5"
-"Turkmenistan"," 2014","66.0","70.3","62.0","16.6","18.5","14.5"
-"Turkmenistan"," 2013","65.4","69.8","61.2","16.4","18.3","14.3"
-"Turkmenistan"," 2012","65.6","69.7","61.6","16.5","18.3","14.5"
-"Turkmenistan"," 2011","65.6","69.8","61.7","16.6","18.4","14.6"
-"Turkmenistan"," 2010","65.8","70.1","61.7","16.8","18.6","14.8"
-"Turkmenistan"," 2009","65.6","69.8","61.6","16.9","18.7","14.9"
-"Turkmenistan"," 2008","64.5","68.8","60.5","16.4","18.0","14.6"
-"Turkmenistan"," 2007","64.1","68.6","59.9","16.4","18.0","14.6"
-"Turkmenistan"," 2006","63.7","68.2","59.6","16.4","18.1","14.5"
-"Turkmenistan"," 2005","63.3","67.7","59.1","15.9","17.5","14.2"
-"Turkmenistan"," 2004","63.5","67.7","59.5","16.1","17.5","14.5"
-"Turkmenistan"," 2003","63.4","67.7","59.4","16.0","17.5","14.2"
-"Turkmenistan"," 2002","63.3","67.4","59.4","16.0","17.6","14.2"
-"Turkmenistan"," 2001","64.0","68.1","60.1","16.9","18.4","15.1"
-"Turkmenistan"," 2000","63.8","67.9","59.9","16.8","18.4","14.9"
-"Tuvalu"," 2013","","","","16","18","15"
-"Uganda"," 2015","62.3","64.3","60.3","17.3","17.9","16.6"
-"Uganda"," 2014","61.5","63.7","59.3","17.2","17.9","16.5"
-"Uganda"," 2013","60.7","62.4","59.0","17.2","17.8","16.5"
-"Uganda"," 2012","60.0","61.1","58.7","17.1","17.7","16.5"
-"Uganda"," 2011","59.3","60.4","58.1","17.1","17.6","16.4"
-"Uganda"," 2010","58.4","59.5","57.2","17.0","17.5","16.3"
-"Uganda"," 2009","57.5","58.6","56.3","16.9","17.4","16.3"
-"Uganda"," 2008","56.3","57.4","55.1","16.8","17.3","16.1"
-"Uganda"," 2007","55.5","56.6","54.3","16.7","17.3","16.1"
-"Uganda"," 2006","54.9","56.2","53.7","16.6","17.2","16.0"
-"Uganda"," 2005","53.2","54.4","51.9","16.4","17.0","15.8"
-"Uganda"," 2004","51.3","52.5","49.9","16.2","16.8","15.5"
-"Uganda"," 2003","50.1","51.3","48.8","16.0","16.6","15.4"
-"Uganda"," 2002","48.8","50.1","47.4","15.8","16.5","15.2"
-"Uganda"," 2001","47.7","49.0","46.4","15.7","16.3","15.0"
-"Uganda"," 2000","46.6","48.0","45.1","15.5","16.1","14.8"
-"Ukraine"," 2015","71.3","76.1","66.3","18.3","20.5","15.4"
-"Ukraine"," 2014","70.8","75.8","65.7","18.2","20.4","15.3"
-"Ukraine"," 2013","71.0","75.8","66.0","18.1","20.3","15.2"
-"Ukraine"," 2012","70.7","75.6","65.7","18.0","20.2","15.1"
-"Ukraine"," 2011","70.5","75.5","65.5","17.9","20.0","15.0"
-"Ukraine"," 2010","69.8","74.8","64.7","17.3","19.5","14.4"
-"Ukraine"," 2009","69.2","74.6","63.9","17.4","19.6","14.4"
-"Ukraine"," 2008","67.7","73.8","62.0","17.2","19.5","14.2"
-"Ukraine"," 2007","67.5","73.7","61.6","17.2","19.5","14.2"
-"Ukraine"," 2006","67.7","73.6","62.1","17.0","19.3","14.1"
-"Ukraine"," 2005","67.0","73.1","61.3","16.6","18.9","13.6"
-"Ukraine"," 2004","67.4","73.4","61.8","16.7","19.0","13.8"
-"Ukraine"," 2003","67.6","73.3","62.1","16.6","18.8","13.8"
-"Ukraine"," 2002","67.6","73.4","62.1","16.8","19.0","13.9"
-"Ukraine"," 2001","67.7","73.5","62.2","16.9","19.0","14.1"
-"Ukraine"," 2000","67.5","73.2","62.0","16.7","18.8","13.9"
-"United Arab Emirates"," 2015","77.1","78.6","76.4","20.1","20.9","19.8"
-"United Arab Emirates"," 2014","76.9","78.5","76.2","20.0","20.8","19.6"
-"United Arab Emirates"," 2013","76.7","78.3","76.1","19.9","20.7","19.5"
-"United Arab Emirates"," 2012","76.5","78.1","75.9","19.7","20.5","19.4"
-"United Arab Emirates"," 2011","76.3","77.9","75.7","19.6","20.4","19.3"
-"United Arab Emirates"," 2010","76.2","77.7","75.5","19.5","20.2","19.1"
-"United Arab Emirates"," 2009","76.0","77.5","75.3","19.4","20.0","19.0"
-"United Arab Emirates"," 2008","75.8","77.3","75.1","19.3","19.9","18.9"
-"United Arab Emirates"," 2007","75.6","77.2","74.9","19.1","19.8","18.8"
-"United Arab Emirates"," 2006","75.4","77.0","74.7","19.1","19.7","18.7"
-"United Arab Emirates"," 2005","75.3","76.8","74.5","19.0","19.6","18.6"
-"United Arab Emirates"," 2004","75.1","76.6","74.3","18.9","19.6","18.4"
-"United Arab Emirates"," 2003","74.9","76.4","74.1","18.8","19.5","18.3"
-"United Arab Emirates"," 2002","74.7","76.2","73.9","18.7","19.4","18.2"
-"United Arab Emirates"," 2001","74.5","75.9","73.6","18.6","19.3","18.1"
-"United Arab Emirates"," 2000","74.2","75.7","73.4","18.4","19.1","18.0"
-"United Kingdom of Great Britain and Northern Ireland"," 2015","81.2","83.0","79.4","24.1","25.3","22.7"
-"United Kingdom of Great Britain and Northern Ireland"," 2014","81.0","82.9","79.2","23.9","25.2","22.6"
-"United Kingdom of Great Britain and Northern Ireland"," 2013","80.7","82.6","78.8","23.6","24.9","22.2"
-"United Kingdom of Great Britain and Northern Ireland"," 2012","80.6","82.4","78.7","23.6","24.9","22.2"
-"United Kingdom of Great Britain and Northern Ireland"," 2011","80.6","82.5","78.6","23.7","25.0","22.2"
-"United Kingdom of Great Britain and Northern Ireland"," 2010","80.2","82.2","78.1","23.4","24.7","21.9"
-"United Kingdom of Great Britain and Northern Ireland"," 2009","80.1","82.1","77.9","23.3","24.7","21.8"
-"United Kingdom of Great Britain and Northern Ireland"," 2008","79.6","81.7","77.5","22.9","24.3","21.4"
-"United Kingdom of Great Britain and Northern Ireland"," 2007","79.5","81.6","77.4","22.8","24.2","21.3"
-"United Kingdom of Great Britain and Northern Ireland"," 2006","79.3","81.5","77.1","22.7","24.1","21.1"
-"United Kingdom of Great Britain and Northern Ireland"," 2005","79.0","81.1","76.8","22.3","23.8","20.7"
-"United Kingdom of Great Britain and Northern Ireland"," 2004","78.8","81.0","76.5","22.2","23.7","20.5"
-"United Kingdom of Great Britain and Northern Ireland"," 2003","78.3","80.5","76.0","21.7","23.2","20.1"
-"United Kingdom of Great Britain and Northern Ireland"," 2002","78.2","80.4","75.8","21.7","23.2","19.9"
-"United Kingdom of Great Britain and Northern Ireland"," 2001","78.0","80.3","75.6","21.6","23.2","19.7"
-"United Kingdom of Great Britain and Northern Ireland"," 2000","77.8","80.1","75.3","21.3","23.0","19.4"
-"United Republic of Tanzania"," 2015","61.8","63.8","59.9","16.4","17.1","15.7"
-"United Republic of Tanzania"," 2014","60.7","62.8","58.7","16.3","17.0","15.5"
-"United Republic of Tanzania"," 2013","59.7","61.7","57.8","16.1","16.8","15.4"
-"United Republic of Tanzania"," 2012","58.6","60.3","56.9","16.0","16.7","15.3"
-"United Republic of Tanzania"," 2011","58.3","59.8","56.8","15.9","16.6","15.2"
-"United Republic of Tanzania"," 2010","57.5","58.6","56.4","15.9","16.5","15.2"
-"United Republic of Tanzania"," 2009","56.9","57.9","55.8","15.8","16.5","15.2"
-"United Republic of Tanzania"," 2008","56.2","57.2","55.2","15.7","16.4","15.1"
-"United Republic of Tanzania"," 2007","54.5","55.3","53.7","15.5","16.2","14.9"
-"United Republic of Tanzania"," 2006","53.1","53.8","52.4","15.4","16.0","14.8"
-"United Republic of Tanzania"," 2005","52.2","52.9","51.6","15.3","15.9","14.7"
-"United Republic of Tanzania"," 2004","51.5","52.2","50.8","15.2","15.8","14.6"
-"United Republic of Tanzania"," 2003","50.8","51.5","50.1","15.1","15.6","14.5"
-"United Republic of Tanzania"," 2002","50.2","50.9","49.5","15.0","15.6","14.4"
-"United Republic of Tanzania"," 2001","49.6","50.4","48.9","14.9","15.5","14.3"
-"United Republic of Tanzania"," 2000","49.2","50.0","48.4","14.9","15.4","14.2"
-"United States of America"," 2015","79.3","81.6","76.9","23.6","25.0","22.1"
-"United States of America"," 2014","79.1","81.5","76.8","23.5","24.9","22.0"
-"United States of America"," 2013","78.9","81.2","76.5","23.3","24.7","21.7"
-"United States of America"," 2012","78.8","81.2","76.4","23.3","24.7","21.7"
-"United States of America"," 2011","78.7","81.1","76.3","23.2","24.6","21.6"
-"United States of America"," 2010","78.7","81.1","76.2","23.1","24.5","21.5"
-"United States of America"," 2009","78.5","80.9","76.0","23.1","24.5","21.4"
-"United States of America"," 2008","78.2","80.6","75.7","22.7","24.1","21.2"
-"United States of America"," 2007","78.1","80.6","75.5","22.7","24.2","21.1"
-"United States of America"," 2006","77.8","80.3","75.2","22.5","24.0","20.9"
-"United States of America"," 2005","77.5","80.0","74.9","22.2","23.6","20.5"
-"United States of America"," 2004","77.5","80.1","74.9","22.2","23.6","20.5"
-"United States of America"," 2003","77.2","79.7","74.5","21.9","23.3","20.2"
-"United States of America"," 2002","77.0","79.6","74.4","21.7","23.2","20.0"
-"United States of America"," 2001","76.9","79.5","74.2","21.6","23.2","19.9"
-"United States of America"," 2000","76.8","79.5","74.0","21.5","23.1","19.6"
-"Uruguay"," 2015","77.0","80.4","73.3","22.0","24.5","19.1"
-"Uruguay"," 2014","76.8","80.3","73.2","21.9","24.4","19.0"
-"Uruguay"," 2013","76.8","80.2","73.1","21.9","24.3","19.0"
-"Uruguay"," 2012","76.5","80.0","72.8","21.6","24.1","18.7"
-"Uruguay"," 2011","77.0","80.5","73.3","21.8","24.4","18.9"
-"Uruguay"," 2010","76.3","79.7","72.7","21.4","24.0","18.5"
-"Uruguay"," 2009","76.6","80.1","72.9","21.8","24.4","18.8"
-"Uruguay"," 2008","76.4","79.6","72.9","21.6","24.0","18.8"
-"Uruguay"," 2007","75.4","78.8","71.9","20.7","23.2","17.8"
-"Uruguay"," 2006","76.2","79.7","72.6","21.4","23.9","18.4"
-"Uruguay"," 2005","75.7","79.1","72.2","20.9","23.4","18.2"
-"Uruguay"," 2004","75.4","79.0","71.8","20.7","23.3","17.9"
-"Uruguay"," 2003","75.4","79.0","71.7","20.6","23.2","17.8"
-"Uruguay"," 2002","75.4","79.1","71.7","20.9","23.4","18.1"
-"Uruguay"," 2001","75.2","78.8","71.5","20.7","23.1","17.9"
-"Uruguay"," 2000","75.1","78.9","71.2","20.8","23.3","18.0"
-"Uzbekistan"," 2015","69.4","72.7","66.1","18.4","19.9","16.6"
-"Uzbekistan"," 2014","69.2","72.6","65.9","18.3","19.9","16.6"
-"Uzbekistan"," 2013","69.1","72.4","65.8","18.2","19.8","16.5"
-"Uzbekistan"," 2012","68.8","72.1","65.5","18.0","19.6","16.2"
-"Uzbekistan"," 2011","68.5","71.8","65.3","17.7","19.4","15.9"
-"Uzbekistan"," 2010","68.3","71.6","65.0","17.4","19.1","15.6"
-"Uzbekistan"," 2009","68.0","71.3","64.8","17.2","19.0","15.3"
-"Uzbekistan"," 2008","67.9","71.2","64.6","17.2","18.9","15.4"
-"Uzbekistan"," 2007","67.8","71.1","64.5","17.3","18.9","15.4"
-"Uzbekistan"," 2006","67.6","70.9","64.4","17.3","19.0","15.5"
-"Uzbekistan"," 2005","67.3","70.7","64.0","17.3","18.9","15.4"
-"Uzbekistan"," 2004","67.8","71.1","64.5","17.8","19.4","15.9"
-"Uzbekistan"," 2003","67.2","70.4","64.1","17.3","18.8","15.5"
-"Uzbekistan"," 2002","67.1","70.3","63.8","17.5","19.0","15.7"
-"Uzbekistan"," 2001","67.4","70.7","64.1","18.1","19.5","16.4"
-"Uzbekistan"," 2000","67.1","70.4","63.8","17.9","19.3","16.2"
-"Vanuatu"," 2015","72.0","74.0","70.1","18.2","19.5","17.0"
-"Vanuatu"," 2014","71.7","73.7","69.8","18.1","19.4","17.0"
-"Vanuatu"," 2013","71.6","73.6","69.8","18.0","19.3","16.9"
-"Vanuatu"," 2012","71.4","73.4","69.6","17.9","19.2","16.9"
-"Vanuatu"," 2011","71.2","73.2","69.5","17.8","19.0","16.8"
-"Vanuatu"," 2010","71.0","72.9","69.3","17.7","18.9","16.7"
-"Vanuatu"," 2009","70.8","72.7","69.1","17.6","18.8","16.6"
-"Vanuatu"," 2008","70.5","72.5","68.9","17.5","18.6","16.6"
-"Vanuatu"," 2007","70.3","72.2","68.7","17.4","18.5","16.5"
-"Vanuatu"," 2006","70.1","72.0","68.5","17.3","18.4","16.4"
-"Vanuatu"," 2005","69.9","71.7","68.3","17.2","18.3","16.4"
-"Vanuatu"," 2004","69.6","71.5","68.1","17.1","18.2","16.3"
-"Vanuatu"," 2003","69.4","71.3","67.9","17.1","18.1","16.2"
-"Vanuatu"," 2002","69.3","71.1","67.8","17.0","18.0","16.2"
-"Vanuatu"," 2001","69.1","70.9","67.6","16.9","18.0","16.1"
-"Vanuatu"," 2000","69.0","70.7","67.6","16.9","17.9","16.1"
-"Venezuela (Bolivarian Republic of)"," 2015","74.1","78.5","70.0","21.4","23.4","19.4"
-"Venezuela (Bolivarian Republic of)"," 2014","73.9","78.3","69.8","21.3","23.3","19.3"
-"Venezuela (Bolivarian Republic of)"," 2013","73.8","78.2","69.7","21.3","23.3","19.2"
-"Venezuela (Bolivarian Republic of)"," 2012","73.7","78.3","69.5","21.3","23.4","19.2"
-"Venezuela (Bolivarian Republic of)"," 2011","73.8","77.9","69.9","21.1","23.0","19.1"
-"Venezuela (Bolivarian Republic of)"," 2010","73.7","77.8","69.8","21.1","22.9","19.1"
-"Venezuela (Bolivarian Republic of)"," 2009","73.6","78.1","69.4","21.4","23.3","19.4"
-"Venezuela (Bolivarian Republic of)"," 2008","73.2","77.7","69.0","21.0","23.0","19.0"
-"Venezuela (Bolivarian Republic of)"," 2007","73.4","77.8","69.3","21.1","23.0","19.2"
-"Venezuela (Bolivarian Republic of)"," 2006","73.6","77.8","69.6","21.2","23.1","19.2"
-"Venezuela (Bolivarian Republic of)"," 2005","73.6","77.7","69.8","21.0","23.0","19.1"
-"Venezuela (Bolivarian Republic of)"," 2004","73.3","77.6","69.4","20.9","22.9","19.0"
-"Venezuela (Bolivarian Republic of)"," 2003","72.4","76.9","68.3","20.5","22.4","18.5"
-"Venezuela (Bolivarian Republic of)"," 2002","73.1","77.3","69.3","21.1","22.9","19.2"
-"Venezuela (Bolivarian Republic of)"," 2001","72.5","76.9","68.5","20.4","22.3","18.5"
-"Venezuela (Bolivarian Republic of)"," 2000","72.5","77.1","68.4","20.5","22.5","18.4"
-"Viet Nam"," 2015","76.0","80.7","71.3","22.5","24.9","19.5"
-"Viet Nam"," 2014","75.9","80.5","71.1","22.5","24.8","19.4"
-"Viet Nam"," 2013","75.7","80.4","70.9","22.4","24.8","19.3"
-"Viet Nam"," 2012","75.6","80.3","70.7","22.3","24.7","19.3"
-"Viet Nam"," 2011","75.4","80.2","70.5","22.2","24.7","19.1"
-"Viet Nam"," 2010","75.2","80.1","70.3","22.1","24.6","19.0"
-"Viet Nam"," 2009","75.0","80.0","70.1","22.0","24.5","18.9"
-"Viet Nam"," 2008","74.9","79.8","69.9","21.9","24.5","18.8"
-"Viet Nam"," 2007","74.7","79.7","69.7","21.9","24.4","18.8"
-"Viet Nam"," 2006","74.6","79.5","69.6","21.8","24.3","18.7"
-"Viet Nam"," 2005","74.4","79.3","69.4","21.7","24.3","18.7"
-"Viet Nam"," 2004","74.2","79.1","69.3","21.7","24.2","18.6"
-"Viet Nam"," 2003","74.0","78.9","69.1","21.6","24.1","18.6"
-"Viet Nam"," 2002","73.8","78.7","69.0","21.5","24.0","18.5"
-"Viet Nam"," 2001","73.6","78.5","68.7","21.4","23.9","18.4"
-"Viet Nam"," 2000","73.4","78.2","68.5","21.3","23.8","18.4"
-"Yemen"," 2015","65.7","67.2","64.3","16.4","17.2","15.5"
-"Yemen"," 2014","65.4","66.9","63.9","16.3","17.2","15.5"
-"Yemen"," 2013","65.4","66.8","64.0","16.3","17.1","15.5"
-"Yemen"," 2012","64.7","66.3","63.2","16.2","17.1","15.4"
-"Yemen"," 2011","64.6","66.1","63.2","16.2","17.0","15.4"
-"Yemen"," 2010","64.4","65.8","63.1","16.2","17.0","15.4"
-"Yemen"," 2009","64.1","65.5","62.8","16.1","16.9","15.4"
-"Yemen"," 2008","63.8","65.1","62.5","16.1","16.9","15.3"
-"Yemen"," 2007","63.4","64.8","62.1","16.0","16.9","15.3"
-"Yemen"," 2006","63.0","64.4","61.7","16.0","16.8","15.3"
-"Yemen"," 2005","62.6","64.1","61.3","16.0","16.8","15.2"
-"Yemen"," 2004","62.2","63.7","60.9","15.9","16.8","15.2"
-"Yemen"," 2003","61.9","63.3","60.5","15.9","16.8","15.2"
-"Yemen"," 2002","61.5","62.9","60.2","15.9","16.7","15.2"
-"Yemen"," 2001","61.1","62.6","59.8","15.9","16.7","15.1"
-"Yemen"," 2000","60.8","62.2","59.5","15.9","16.7","15.1"
-"Zambia"," 2015","61.8","64.7","59.0","17.7","18.4","16.8"
-"Zambia"," 2014","61.1","64.0","58.5","17.6","18.3","16.8"
-"Zambia"," 2013","60.3","62.7","58.0","17.5","18.2","16.7"
-"Zambia"," 2012","59.2","61.6","57.0","17.4","18.1","16.6"
-"Zambia"," 2011","58.2","60.4","56.1","17.3","18.0","16.5"
-"Zambia"," 2010","58.0","60.0","56.1","17.3","17.9","16.5"
-"Zambia"," 2009","57.4","59.5","55.4","17.2","17.9","16.4"
-"Zambia"," 2008","55.7","57.8","53.6","17.0","17.7","16.2"
-"Zambia"," 2007","52.6","54.4","50.7","16.7","17.4","15.9"
-"Zambia"," 2006","50.8","52.5","49.1","16.5","17.2","15.7"
-"Zambia"," 2005","49.3","51.0","47.6","16.3","17.0","15.5"
-"Zambia"," 2004","47.9","49.6","46.3","16.1","16.8","15.3"
-"Zambia"," 2003","46.4","48.0","44.8","15.9","16.6","15.1"
-"Zambia"," 2002","45.5","47.1","43.9","15.7","16.5","14.9"
-"Zambia"," 2001","44.6","46.3","43.0","15.5","16.3","14.7"
-"Zambia"," 2000","43.8","45.6","42.1","15.3","16.0","14.5"
-"Zimbabwe"," 2015","60.7","62.3","59.0","17.8","18.4","17.0"
-"Zimbabwe"," 2014","59.2","60.9","57.5","17.6","18.3","16.9"
-"Zimbabwe"," 2013","58.0","59.6","56.4","17.5","18.2","16.7"
-"Zimbabwe"," 2012","56.6","58.1","55.2","17.4","18.1","16.6"
-"Zimbabwe"," 2011","54.9","56.3","53.5","17.3","18.0","16.5"
-"Zimbabwe"," 2010","52.4","53.5","51.4","17.0","17.7","16.3"
-"Zimbabwe"," 2009","50.0","50.8","49.2","16.7","17.4","16.0"
-"Zimbabwe"," 2008","48.2","48.5","47.9","16.5","17.1","15.8"
-"Zimbabwe"," 2007","46.6","46.2","47.1","16.3","16.8","15.7"
-"Zimbabwe"," 2006","45.4","44.9","45.9","16.1","16.6","15.5"
-"Zimbabwe"," 2005","44.6","44.1","45.1","16.0","16.5","15.5"
-"Zimbabwe"," 2004","44.3","43.8","44.8","16.0","16.5","15.4"
-"Zimbabwe"," 2003","44.5","44.1","44.9","16.0","16.6","15.5"
-"Zimbabwe"," 2002","44.8","44.5","45.1","16.1","16.6","15.5"
-"Zimbabwe"," 2001","45.3","45.2","45.5","16.1","16.7","15.5"
-"Zimbabwe"," 2000","46.0","46.0","46.0","16.2","16.8","15.6"
diff --git a/dat/CMS32_DESC_LONG_SHORT_DX.csv b/dat/CMS32_DESC_LONG_SHORT_DX.csv
new file mode 100644
index 0000000..0563229
--- /dev/null
+++ b/dat/CMS32_DESC_LONG_SHORT_DX.csv
@@ -0,0 +1,14568 @@
+DIAGNOSIS CODE,LONG DESCRIPTION,SHORT DESCRIPTION,
+0010,Cholera due to vibrio cholerae,Cholera d/t vib cholerae,
+0011,Cholera due to vibrio cholerae el tor,Cholera d/t vib el tor,
+0019,"Cholera, unspecified",Cholera NOS,
+0020,Typhoid fever,Typhoid fever,
+0021,Paratyphoid fever A,Paratyphoid fever a,
+0022,Paratyphoid fever B,Paratyphoid fever b,
+0023,Paratyphoid fever C,Paratyphoid fever c,
+0029,"Paratyphoid fever, unspecified",Paratyphoid fever NOS,
+0030,Salmonella gastroenteritis,Salmonella enteritis,
+0031,Salmonella septicemia,Salmonella septicemia,
+00320,"Localized salmonella infection, unspecified",Local salmonella inf NOS,
+00321,Salmonella meningitis,Salmonella meningitis,
+00322,Salmonella pneumonia,Salmonella pneumonia,
+00323,Salmonella arthritis,Salmonella arthritis,
+00324,Salmonella osteomyelitis,Salmonella osteomyelitis,
+00329,Other localized salmonella infections,Local salmonella inf NEC,
+0038,Other specified salmonella infections,Salmonella infection NEC,
+0039,"Salmonella infection, unspecified",Salmonella infection NOS,
+0040,Shigella dysenteriae,Shigella dysenteriae,
+0041,Shigella flexneri,Shigella flexneri,
+0042,Shigella boydii,Shigella boydii,
+0043,Shigella sonnei,Shigella sonnei,
+0048,Other specified shigella infections,Shigella infection NEC,
+0049,"Shigellosis, unspecified",Shigellosis NOS,
+0050,Staphylococcal food poisoning,Staph food poisoning,
+0051,Botulism food poisoning,Botulism food poisoning,
+0052,Food poisoning due to Clostridium perfringens (C. welchii),Food pois d/t c. perfrin,
+0053,Food poisoning due to other Clostridia,Food pois: clostrid NEC,
+0054,Food poisoning due to Vibrio parahaemolyticus,Food pois: v. parahaem,
+00581,Food poisoning due to Vibrio vulnificus,Food poisn d/t v. vulnif,
+00589,Other bacterial food poisoning,Bact food poisoning NEC,
+0059,"Food poisoning, unspecified",Food poisoning NOS,
+0060,Acute amebic dysentery without mention of abscess,Ac amebiasis w/o abscess,
+0061,Chronic intestinal amebiasis without mention of abscess,Chr amebiasis w/o absces,
+0062,Amebic nondysenteric colitis,Amebic nondysent colitis,
+0063,Amebic liver abscess,Amebic liver abscess,
+0064,Amebic lung abscess,Amebic lung abscess,
+0065,Amebic brain abscess,Amebic brain abscess,
+0066,Amebic skin ulceration,Amebic skin ulceration,
+0068,Amebic infection of other sites,Amebic infection NEC,
+0069,"Amebiasis, unspecified",Amebiasis NOS,
+0070,Balantidiasis,Balantidiasis,
+0071,Giardiasis,Giardiasis,
+0072,Coccidiosis,Coccidiosis,
+0073,Intestinal trichomoniasis,Intest trichomoniasis,
+0074,Cryptosporidiosis,Cryptosporidiosis,
+0075,Cyclosporiasis,Cyclosporiasis,
+0078,Other specified protozoal intestinal diseases,Protozoal intest dis NEC,
+0079,Unspecified protozoal intestinal disease,Protozoal intest dis NOS,
+00800,"Intestinal infection due to E. coli, unspecified",Intest infec e coli NOS,
+00801,Intestinal infection due to enteropathogenic E. coli,Int inf e coli entrpath,
+00802,Intestinal infection due to enterotoxigenic E. coli,Int inf e coli entrtoxgn,
+00803,Intestinal infection due to enteroinvasive E. coli,Int inf e coli entrnvsv,
+00804,Intestinal infection due to enterohemorrhagic E. coli,Int inf e coli entrhmrg,
+00809,Intestinal infection due to other intestinal E. coli infections,Int inf e coli spcf NEC,
+0081,Intestinal infection due to arizona group of paracolon bacilli,Arizona enteritis,
+0082,Intestinal infection due to aerobacter aerogenes,Aerobacter enteritis,
+0083,Intestinal infection due to proteus (mirabilis) (morganii),Proteus enteritis,
+00841,Intestinal infection due to staphylococcus,Staphylococc enteritis,
+00842,Intestinal infection due to pseudomonas,Pseudomonas enteritis,
+00843,Intestinal infection due to campylobacter,Int infec campylobacter,
+00844,Intestinal infection due to yersinia enterocolitica,Int inf yrsnia entrcltca,
+00845,Intestinal infection due to Clostridium difficile,Int inf clstrdium dfcile,
+00846,Intestinal infection due to other anaerobes,Intes infec oth anerobes,
+00847,Intestinal infection due to other gram-negative bacteria,Int inf oth grm neg bctr,
+00849,Intestinal infection due to other organisms,Bacterial enteritis NEC,
+0085,"Bacterial enteritis, unspecified",Bacterial enteritis NOS,
+00861,Enteritis due to rotavirus,Intes infec rotavirus,
+00862,Enteritis due to adenovirus,Intes infec adenovirus,
+00863,Enteritis due to norwalk virus,Int inf norwalk virus,
+00864,Enteritis due to other small round viruses [SRV's],Int inf oth sml rnd vrus,
+00865,Enteritis due to calicivirus,Enteritis d/t calicivirs,
+00866,Enteritis due to astrovirus,Intes infec astrovirus,
+00867,Enteritis due to enterovirus nec,Int inf enterovirus NEC,
+00869,Enteritis due to other viral enteritis,Other viral intes infec,
+0088,"Intestinal infection due to other organism, not elsewhere classified",Viral enteritis NOS,
+0090,"Infectious colitis, enteritis, and gastroenteritis",Infectious enteritis NOS,
+0091,"Colitis, enteritis, and gastroenteritis of presumed infectious origin",Enteritis of infect orig,
+0092,Infectious diarrhea,Infectious diarrhea NOS,
+0093,Diarrhea of presumed infectious origin,Diarrhea of infect orig,
+01000,"Primary tuberculous infection, unspecified",Prim TB complex-unspec,
+01001,"Primary tuberculous infection, bacteriological or histological examination not done",Prim TB complex-no exam,
+01002,"Primary tuberculous infection, bacteriological or histological examination unknown (at present)",Prim TB complex-exm unkn,
+01003,"Primary tuberculous infection, tubercle bacilli found (in sputum) by microscopy",Prim TB complex-micro dx,
+01004,"Primary tuberculous infection, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim TB complex-cult dx,
+01005,"Primary tuberculous infection, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim TB complex-histo dx,
+01006,"Primary tuberculous infection, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim TB complex-oth test,
+01010,"Tuberculous pleurisy in primary progressive tuberculosis, unspecified",Prim TB pleurisy-unspec,
+01011,"Tuberculous pleurisy in primary progressive tuberculosis, bacteriological or histological examination not done",Prim TB pleurisy-no exam,
+01012,"Tuberculous pleurisy in primary progressive tuberculosis, bacteriological or histological examination unknown (at present)",Prim TB pleur-exam unkn,
+01013,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli found (in sputum) by microscopy",Prim TB pleuris-micro dx,
+01014,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim TB pleurisy-cult dx,
+01015,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim TB pleuris-histo dx,
+01016,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim TB pleuris-oth test,
+01080,"Other primary progressive tuberculosis, unspecified",Prim prog TB NEC-unspec,
+01081,"Other primary progressive tuberculosis, bacteriological or histological examination not done",Prim prog TB NEC-no exam,
+01082,"Other primary progressive tuberculosis, bacteriological or histological examination unknown (at present)",Prim pr TB NEC-exam unkn,
+01083,"Other primary progressive tuberculosis, tubercle bacilli found (in sputum) by microscopy",Prim prg TB NEC-micro dx,
+01084,"Other primary progressive tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim prog TB NEC-cult dx,
+01085,"Other primary progressive tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim prg TB NEC-histo dx,
+01086,"Other primary progressive tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim prg TB NEC-oth test,
+01090,"Primary tuberculous infection, unspecified, unspecified",Primary TB NOS-unspec,
+01091,"Primary tuberculous infection, unspecified, bacteriological or histological examination not done",Primary TB NOS-no exam,
+01092,"Primary tuberculous infection, unspecified, bacteriological or histological examination unknown (at present)",Primary TB NOS-exam unkn,
+01093,"Primary tuberculous infection, unspecified, tubercle bacilli found (in sputum) by microscopy",Primary TB NOS-micro dx,
+01094,"Primary tuberculous infection, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Primary TB NOS-cult dx,
+01095,"Primary tuberculous infection, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Primary TB NOS-histo dx,
+01096,"Primary tuberculous infection, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Primary TB NOS-oth test,
+01100,"Tuberculosis of lung, infiltrative, unspecified",TB lung infiltr-unspec,
+01101,"Tuberculosis of lung, infiltrative, bacteriological or histological examination not done",TB lung infiltr-no exam,
+01102,"Tuberculosis of lung, infiltrative, bacteriological or histological examination unknown (at present)",TB lung infiltr-exm unkn,
+01103,"Tuberculosis of lung, infiltrative, tubercle bacilli found (in sputum) by microscopy",TB lung infiltr-micro dx,
+01104,"Tuberculosis of lung, infiltrative, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung infiltr-cult dx,
+01105,"Tuberculosis of lung, infiltrative, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung infiltr-histo dx,
+01106,"Tuberculosis of lung, infiltrative, tubercle bacilli not found bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung infiltr-oth test,
+01110,"Tuberculosis of lung, nodular, unspecified",TB lung nodular-unspec,
+01111,"Tuberculosis of lung, nodular, bacteriological or histological examination not done",TB lung nodular-no exam,
+01112,"Tuberculosis of lung, nodular, bacteriological or histological examination unknown (at present)",TB lung nodul-exam unkn,
+01113,"Tuberculosis of lung, nodular, tubercle bacilli found (in sputum) by microscopy",TB lung nodular-micro dx,
+01114,"Tuberculosis of lung, nodular, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung nodular-cult dx,
+01115,"Tuberculosis of lung, nodular, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung nodular-histo dx,
+01116,"Tuberculosis of lung, nodular, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung nodular-oth test,
+01120,"Tuberculosis of lung with cavitation, unspecified",TB lung w cavity-unspec,
+01121,"Tuberculosis of lung with cavitation, bacteriological or histological examination not done",TB lung w cavity-no exam,
+01122,"Tuberculosis of lung with cavitation, bacteriological or histological examination unknown (at present)",TB lung cavity-exam unkn,
+01123,"Tuberculosis of lung with cavitation, tubercle bacilli found (in sputum) by microscopy",TB lung w cavit-micro dx,
+01124,"Tuberculosis of lung with cavitation, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung w cavity-cult dx,
+01125,"Tuberculosis of lung with cavitation, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung w cavit-histo dx,
+01126,"Tuberculosis of lung with cavitation, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung w cavit-oth test,
+01130,"Tuberculosis of bronchus, unspecified",TB of bronchus-unspec,
+01131,"Tuberculosis of bronchus, bacteriological or histological examination not done",TB of bronchus-no exam,
+01132,"Tuberculosis of bronchus, bacteriological or histological examination unknown (at present)",TB of bronchus-exam unkn,
+01133,"Tuberculosis of bronchus, tubercle bacilli found (in sputum) by microscopy",TB of bronchus-micro dx,
+01134,"Tuberculosis of bronchus, tubercle bacilli not found (in sputum) by microscopy, but found in bacterial culture",TB of bronchus-cult dx,
+01135,"Tuberculosis of bronchus, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bronchus-histo dx,
+01136,"Tuberculosis of bronchus, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bronchus-oth test,
+01140,"Tuberculous fibrosis of lung, unspecified",TB lung fibrosis-unspec,
+01141,"Tuberculous fibrosis of lung, bacteriological or histological examination not done",TB lung fibrosis-no exam,
+01142,"Tuberculous fibrosis of lung, bacteriological or histological examination unknown (at present)",TB lung fibros-exam unkn,
+01143,"Tuberculous fibrosis of lung, tubercle bacilli found (in sputum) by microscopy",TB lung fibros-micro dx,
+01144,"Tuberculous fibrosis of lung, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung fibrosis-cult dx,
+01145,"Tuberculous fibrosis of lung, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung fibros-histo dx,
+01146,"Tuberculous fibrosis of lung, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung fibros-oth test,
+01150,"Tuberculous bronchiectasis, unspecified",TB bronchiectasis-unspec,
+01151,"Tuberculous bronchiectasis, bacteriological or histological examination not done",TB bronchiect-no exam,
+01152,"Tuberculous bronchiectasis, bacteriological or histological examination unknown (at present)",TB bronchiect-exam unkn,
+01153,"Tuberculous bronchiectasis, tubercle bacilli found (in sputum) by microscopy",TB bronchiect-micro dx,
+01154,"Tuberculous bronchiectasis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB bronchiect-cult dx,
+01155,"Tuberculous bronchiectasis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB bronchiect-histo dx,
+01156,"Tuberculous bronchiectasis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB bronchiect-oth test,
+01160,"Tuberculous pneumonia [any form], unspecified",TB pneumonia-unspec,
+01161,"Tuberculous pneumonia [any form], bacteriological or histological examination not done",TB pneumonia-no exam,
+01162,"Tuberculous pneumonia [any form], bacteriological or histological examination unknown (at present)",TB pneumonia-exam unkn,
+01163,"Tuberculous pneumonia [any form], tubercle bacilli found (in sputum) by microscopy",TB pneumonia-micro dx,
+01164,"Tuberculous pneumonia [any form], tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pneumonia-cult dx,
+01165,"Tuberculous pneumonia [any form], tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pneumonia-histo dx,
+01166,"Tuberculous pneumonia [any form], tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pneumonia-oth test,
+01170,"Tuberculous pneumothorax, unspecified",TB pneumothorax-unspec,
+01171,"Tuberculous pneumothorax, bacteriological or histological examination not done",TB pneumothorax-no exam,
+01172,"Tuberculous pneumothorax, bacteriological or histological examination unknown (at present)",TB pneumothorx-exam unkn,
+01173,"Tuberculous pneumothorax, tubercle bacilli found (in sputum) by microscopy",TB pneumothorax-micro dx,
+01174,"Tuberculous pneumothorax, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pneumothorax-cult dx,
+01175,"Tuberculous pneumothorax, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pneumothorax-histo dx,
+01176,"Tuberculous pneumothorax, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pneumothorax-oth test,
+01180,"Other specified pulmonary tuberculosis, unspecified",Pulmonary TB NEC-unspec,
+01181,"Other specified pulmonary tuberculosis, bacteriological or histological examination not done",Pulmonary TB NEC-no exam,
+01182,"Other specified pulmonary tuberculosis, bacteriological or histological examination unknown (at present)",Pulmon TB NEC-exam unkn,
+01183,"Other specified pulmonary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Pulmon TB NEC-micro dx,
+01184,"Other specified pulmonary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Pulmon TB NEC-cult dx,
+01185,"Other specified pulmonary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Pulmon TB NEC-histo dx,
+01186,"Other specified pulmonary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Pulmon TB NEC-oth test,
+01190,"Pulmonary tuberculosis, unspecified, unspecified",Pulmonary TB NOS-unspec,
+01191,"Pulmonary tuberculosis, unspecified, bacteriological or histological examination not done",Pulmonary TB NOS-no exam,
+01192,"Pulmonary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Pulmon TB NOS-exam unkn,
+01193,"Pulmonary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Pulmon TB NOS-micro dx,
+01194,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Pulmon TB NOS-cult dx,
+01195,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Pulmon TB NOS-histo dx,
+01196,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Pulmon TB NOS-oth test,
+01200,"Tuberculous pleurisy, unspecified",TB pleurisy-unspec,
+01201,"Tuberculous pleurisy, bacteriological or histological examination not done",TB pleurisy-no exam,
+01202,"Tuberculous pleurisy, bacteriological or histological examination unknown (at present)",TB pleurisy-exam unkn,
+01203,"Tuberculous pleurisy, tubercle bacilli found (in sputum) by microscopy",TB pleurisy-micro dx,
+01204,"Tuberculous pleurisy, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pleurisy-cult dx,
+01205,"Tuberculous pleurisy, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pleurisy-histolog dx,
+01206,"Tuberculous pleurisy, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pleurisy-oth test,
+01210,"Tuberculosis of intrathoracic lymph nodes, unspecified",TB thoracic nodes-unspec,
+01211,"Tuberculosis of intrathoracic lymph nodes, bacteriological or histological examination not done",TB thorax node-no exam,
+01212,"Tuberculosis of intrathoracic lymph nodes, bacteriological or histological examination unknown (at present)",TB thorax node-exam unkn,
+01213,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli found (in sputum) by microscopy",TB thorax node-micro dx,
+01214,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB thorax node-cult dx,
+01215,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB thorax node-histo dx,
+01216,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB thorax node-oth test,
+01220,"Isolated tracheal or bronchial tuberculosis, unspecified",Isol tracheal tb-unspec,
+01221,"Isolated tracheal or bronchial tuberculosis, bacteriological or histological examination not done",Isol tracheal tb-no exam,
+01222,"Isolated tracheal or bronchial tuberculosis, bacteriological or histological examination unknown (at present)",Isol trach tb-exam unkn,
+01223,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli found (in sputum) by microscopy",Isolat trach tb-micro dx,
+01224,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Isol tracheal tb-cult dx,
+01225,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Isolat trach tb-histo dx,
+01226,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Isolat trach tb-oth test,
+01230,"Tuberculous laryngitis, unspecified",TB laryngitis-unspec,
+01231,"Tuberculous laryngitis, bacteriological or histological examination not done",TB laryngitis-no exam,
+01232,"Tuberculous laryngitis, bacteriological or histological examination unknown (at present)",TB laryngitis-exam unkn,
+01233,"Tuberculous laryngitis, tubercle bacilli found (in sputum) by microscopy",TB laryngitis-micro dx,
+01234,"Tuberculous laryngitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB laryngitis-cult dx,
+01235,"Tuberculous laryngitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB laryngitis-histo dx,
+01236,"Tuberculous laryngitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB laryngitis-oth test,
+01280,"Other specified respiratory tuberculosis, unspecified",Resp TB NEC-unspec,
+01281,"Other specified respiratory tuberculosis, bacteriological or histological examination not done",Resp TB NEC-no exam,
+01282,"Other specified respiratory tuberculosis, bacteriological or histological examination unknown (at present)",Resp TB NEC-exam unkn,
+01283,"Other specified respiratory tuberculosis, tubercle bacilli found (in sputum) by microscopy",Resp TB NEC-micro dx,
+01284,"Other specified respiratory tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Resp TB NEC-cult dx,
+01285,"Other specified respiratory tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Resp TB NEC-histo dx,
+01286,"Other specified respiratory tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Resp TB NEC-oth test,
+01300,"Tuberculous meningitis, unspecified",TB meningitis-unspec,
+01301,"Tuberculous meningitis, bacteriological or histological examination not done",TB meningitis-no exam,
+01302,"Tuberculous meningitis, bacteriological or histological examination unknown (at present)",TB meningitis-exam unkn,
+01303,"Tuberculous meningitis, tubercle bacilli found (in sputum) by microscopy",TB meningitis-micro dx,
+01304,"Tuberculous meningitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB meningitis-cult dx,
+01305,"Tuberculous meningitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB meningitis-histo dx,
+01306,"Tuberculous meningitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB meningitis-oth test,
+01310,"Tuberculoma of meninges, unspecified",Tubrclma meninges-unspec,
+01311,"Tuberculoma of meninges, bacteriological or histological examination not done",Tubrclma mening-no exam,
+01312,"Tuberculoma of meninges, bacteriological or histological examination unknown (at present)",Tubrclma menin-exam unkn,
+01313,"Tuberculoma of meninges, tubercle bacilli found (in sputum) by microscopy",Tubrclma mening-micro dx,
+01314,"Tuberculoma of meninges, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrclma mening-cult dx,
+01315,"Tuberculoma of meninges, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrclma mening-histo dx,
+01316,"Tuberculoma of meninges, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrclma mening-oth test,
+01320,"Tuberculoma of brain, unspecified",Tuberculoma brain-unspec,
+01321,"Tuberculoma of brain, bacteriological or histological examination not done",Tubrcloma brain-no exam,
+01322,"Tuberculoma of brain, bacteriological or histological examination unknown (at present)",Tubrclma brain-exam unkn,
+01323,"Tuberculoma of brain, tubercle bacilli found (in sputum) by microscopy",Tubrcloma brain-micro dx,
+01324,"Tuberculoma of brain, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrcloma brain-cult dx,
+01325,"Tuberculoma of brain, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrcloma brain-histo dx,
+01326,"Tuberculoma of brain, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrcloma brain-oth test,
+01330,"Tuberculous abscess of brain, unspecified",TB brain abscess-unspec,
+01331,"Tuberculous abscess of brain, bacteriological or histological examination not done",TB brain abscess-no exam,
+01332,"Tuberculous abscess of brain, bacteriological or histological examination unknown (at present)",TB brain absc-exam unkn,
+01333,"Tuberculous abscess of brain, tubercle bacilli found (in sputum) by microscopy",TB brain absc-micro dx,
+01334,"Tuberculous abscess of brain, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB brain abscess-cult dx,
+01335,"Tuberculous abscess of brain, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB brain absc-histo dx,
+01336,"Tuberculous abscess of brain, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB brain absc-oth test,
+01340,"Tuberculoma of spinal cord, unspecified",Tubrclma sp cord-unspec,
+01341,"Tuberculoma of spinal cord, bacteriological or histological examination not done",Tubrclma sp cord-no exam,
+01342,"Tuberculoma of spinal cord, bacteriological or histological examination unknown (at present)",Tubrclma sp cd-exam unkn,
+01343,"Tuberculoma of spinal cord, tubercle bacilli found (in sputum) by microscopy",Tubrclma sp crd-micro dx,
+01344,"Tuberculoma of spinal cord, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrclma sp cord-cult dx,
+01345,"Tuberculoma of spinal cord, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrclma sp crd-histo dx,
+01346,"Tuberculoma of spinal cord, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrclma sp crd-oth test,
+01350,"Tuberculous abscess of spinal cord, unspecified",TB sp crd abscess-unspec,
+01351,"Tuberculous abscess of spinal cord, bacteriological or histological examination not done",TB sp crd absc-no exam,
+01352,"Tuberculous abscess of spinal cord, bacteriological or histological examination unknown (at present)",TB sp crd absc-exam unkn,
+01353,"Tuberculous abscess of spinal cord, tubercle bacilli found (in sputum) by microscopy",TB sp crd absc-micro dx,
+01354,"Tuberculous abscess of spinal cord, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB sp crd absc-cult dx,
+01355,"Tuberculous abscess of spinal cord, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB sp crd absc-histo dx,
+01356,"Tuberculous abscess of spinal cord, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB sp crd absc-oth test,
+01360,"Tuberculous encephalitis or myelitis, unspecified",TB encephalitis-unspec,
+01361,"Tuberculous encephalitis or myelitis, bacteriological or histological examination not done",TB encephalitis-no exam,
+01362,"Tuberculous encephalitis or myelitis, bacteriological or histological examination unknown (at present)",TB encephalit-exam unkn,
+01363,"Tuberculous encephalitis or myelitis, tubercle bacilli found (in sputum) by microscopy",TB encephalitis-micro dx,
+01364,"Tuberculous encephalitis or myelitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB encephalitis-cult dx,
+01365,"Tuberculous encephalitis or myelitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB encephalitis-histo dx,
+01366,"Tuberculous encephalitis or myelitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB encephalitis-oth test,
+01380,"Other specified tuberculosis of central nervous system, unspecified",Cns TB NEC-unspec,
+01381,"Other specified tuberculosis of central nervous system, bacteriological or histological examination not done",Cns TB NEC-no exam,
+01382,"Other specified tuberculosis of central nervous system, bacteriological or histological examination unknown (at present)",Cns TB NEC-exam unkn,
+01383,"Other specified tuberculosis of central nervous system, tubercle bacilli found (in sputum) by microscopy",Cns TB NEC-micro dx,
+01384,"Other specified tuberculosis of central nervous system, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Cns TB NEC-cult dx,
+01385,"Other specified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Cns TB NEC-histo dx,
+01386,"Other specified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Cns TB NEC-oth test,
+01390,"Unspecified tuberculosis of central nervous system, unspecified",Cns TB NOS-unspec,
+01391,"Unspecified tuberculosis of central nervous system, bacteriological or histological examination not done",Cns TB NOS-no exam,
+01392,"Unspecified tuberculosis of central nervous system, bacteriological or histological examination unknown (at present)",Cns TB NOS-exam unkn,
+01393,"Unspecified tuberculosis of central nervous system, tubercle bacilli found (in sputum) by microscopy",Cns TB NOS-micro dx,
+01394,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Cns TB NOS-cult dx,
+01395,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Cns TB NOS-histo dx,
+01396,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Cns TB NOS-oth test,
+01400,"Tuberculous peritonitis, unspecified",TB peritonitis-unspec,
+01401,"Tuberculous peritonitis, bacteriological or histological examination not done",TB peritonitis-no exam,
+01402,"Tuberculous peritonitis, bacteriological or histological examination unknown (at present)",TB peritonitis-exam unkn,
+01403,"Tuberculous peritonitis, tubercle bacilli found (in sputum) by microscopy",TB peritonitis-micro dx,
+01404,"Tuberculous peritonitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB peritonitis-cult dx,
+01405,"Tuberculous peritonitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB peritonitis-histo dx,
+01406,"Tuberculous peritonitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB peritonitis-oth test,
+01480,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, unspecified",Intestinal TB NEC-unspec,
+01481,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, bacteriological or histological examination not done",Intestin TB NEC-no exam,
+01482,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, bacteriological or histological examination unknown (at present)",Intest TB NEC-exam unkn,
+01483,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli found (in sputum) by microscopy",Intestin TB NEC-micro dx,
+01484,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Intestin TB NEC-cult dx,
+01485,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Intestin TB NEC-histo dx,
+01486,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Intestin TB NEC-oth test,
+01500,"Tuberculosis of vertebral column, unspecified",TB of vertebra-unspec,
+01501,"Tuberculosis of vertebral column, bacteriological or histological examination not done",TB of vertebra-no exam,
+01502,"Tuberculosis of vertebral column, bacteriological or histological examination unknown (at present)",TB of vertebra-exam unkn,
+01503,"Tuberculosis of vertebral column, tubercle bacilli found (in sputum) by microscopy",TB of vertebra-micro dx,
+01504,"Tuberculosis of vertebral column, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of vertebra-cult dx,
+01505,"Tuberculosis of vertebral column, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of vertebra-histo dx,
+01506,"Tuberculosis of vertebral column, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of vertebra-oth test,
+01510,"Tuberculosis of hip, unspecified",TB of hip-unspec,
+01511,"Tuberculosis of hip, bacteriological or histological examination not done",TB of hip-no exam,
+01512,"Tuberculosis of hip, bacteriological or histological examination unknown (at present)",TB of hip-exam unkn,
+01513,"Tuberculosis of hip, tubercle bacilli found (in sputum) by microscopy",TB of hip-micro dx,
+01514,"Tuberculosis of hip, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of hip-cult dx,
+01515,"Tuberculosis of hip, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of hip-histo dx,
+01516,"Tuberculosis of hip, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of hip-oth test,
+01520,"Tuberculosis of knee, unspecified",TB of knee-unspec,
+01521,"Tuberculosis of knee, bacteriological or histological examination not done",TB of knee-no exam,
+01522,"Tuberculosis of knee, bacteriological or histological examination unknown (at present)",TB of knee-exam unkn,
+01523,"Tuberculosis of knee, tubercle bacilli found (in sputum) by microscopy",TB of knee-micro dx,
+01524,"Tuberculosis of knee, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of knee-cult dx,
+01525,"Tuberculosis of knee, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of knee-histo dx,
+01526,"Tuberculosis of knee, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of knee-oth test,
+01550,"Tuberculosis of limb bones, unspecified",TB of limb bones-unspec,
+01551,"Tuberculosis of limb bones, bacteriological or histological examination not done",TB limb bones-no exam,
+01552,"Tuberculosis of limb bones, bacteriological or histological examination unknown (at present)",TB limb bones-exam unkn,
+01553,"Tuberculosis of limb bones, tubercle bacilli found (in sputum) by microscopy",TB limb bones-micro dx,
+01554,"Tuberculosis of limb bones, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB limb bones-cult dx,
+01555,"Tuberculosis of limb bones, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB limb bones-histo dx,
+01556,"Tuberculosis of limb bones, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB limb bones-oth test,
+01560,"Tuberculosis of mastoid, unspecified",TB of mastoid-unspec,
+01561,"Tuberculosis of mastoid, bacteriological or histological examination not done",TB of mastoid-no exam,
+01562,"Tuberculosis of mastoid, bacteriological or histological examination unknown (at present)",TB of mastoid-exam unkn,
+01563,"Tuberculosis of mastoid, tubercle bacilli found (in sputum) by microscopy",TB of mastoid-micro dx,
+01564,"Tuberculosis of mastoid, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of mastoid-cult dx,
+01565,"Tuberculosis of mastoid, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of mastoid-histo dx,
+01566,"Tuberculosis of mastoid, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of mastoid-oth test,
+01570,"Tuberculosis of other specified bone, unspecified",TB of bone NEC-unspec,
+01571,"Tuberculosis of other specified bone, bacteriological or histological examination not done",TB of bone NEC-no exam,
+01572,"Tuberculosis of other specified bone, bacteriological or histological examination unknown (at present)",TB of bone NEC-exam unkn,
+01573,"Tuberculosis of other specified bone, tubercle bacilli found (in sputum) by microscopy",TB of bone NEC-micro dx,
+01574,"Tuberculosis of other specified bone, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of bone NEC-cult dx,
+01575,"Tuberculosis of other specified bone, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bone NEC-histo dx,
+01576,"Tuberculosis of other specified bone, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bone NEC-oth test,
+01580,"Tuberculosis of other specified joint, unspecified",TB of joint NEC-unspec,
+01581,"Tuberculosis of other specified joint, bacteriological or histological examination not done",TB of joint NEC-no exam,
+01582,"Tuberculosis of other specified joint, bacteriological or histological examination unknown (at present)",TB joint NEC-exam unkn,
+01583,"Tuberculosis of other specified joint, tubercle bacilli found (in sputum) by microscopy",TB of joint NEC-micro dx,
+01584,"Tuberculosis of other specified joint, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of joint NEC-cult dx,
+01585,"Tuberculosis of other specified joint, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of joint NEC-histo dx,
+01586,"Tuberculosis of other specified joint, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of joint NEC-oth test,
+01590,"Tuberculosis of unspecified bones and joints, unspecified",TB bone/joint NOS-unspec,
+01591,"Tuberculosis of unspecified bones and joints, bacteriological or histological examination not done",TB bone/jt NOS-no exam,
+01592,"Tuberculosis of unspecified bones and joints, bacteriological or histological examination unknown (at present)",TB bone/jt NOS-exam unkn,
+01593,"Tuberculosis of unspecified bones and joints, tubercle bacilli found (in sputum) by microscopy",TB bone/jt NOS-micro dx,
+01594,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB bone/jt NOS-cult dx,
+01595,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB bone/jt NOS-histo dx,
+01596,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB bone/jt NOS-oth test,
+01600,"Tuberculosis of kidney, unspecified",TB of kidney-unspec,
+01601,"Tuberculosis of kidney, bacteriological or histological examination not done",TB of kidney-no exam,
+01602,"Tuberculosis of kidney, bacteriological or histological examination unknown (at present)",TB of kidney-exam unkn,
+01603,"Tuberculosis of kidney, tubercle bacilli found (in sputum) by microscopy",TB of kidney-micro dx,
+01604,"Tuberculosis of kidney, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of kidney-cult dx,
+01605,"Tuberculosis of kidney, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of kidney-histo dx,
+01606,"Tuberculosis of kidney, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of kidney-oth test,
+01610,"Tuberculosis of bladder, unspecified",TB of bladder-unspec,
+01611,"Tuberculosis of bladder, bacteriological or histological examination not done",TB of bladder-no exam,
+01612,"Tuberculosis of bladder, bacteriological or histological examination unknown (at present)",TB of bladder-exam unkn,
+01613,"Tuberculosis of bladder, tubercle bacilli found (in sputum) by microscopy",TB of bladder-micro dx,
+01614,"Tuberculosis of bladder, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of bladder-cult dx,
+01615,"Tuberculosis of bladder, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bladder-histo dx,
+01616,"Tuberculosis of bladder, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bladder-oth test,
+01620,"Tuberculosis of ureter, unspecified",TB of ureter-unspec,
+01621,"Tuberculosis of ureter, bacteriological or histological examination not done",TB of ureter-no exam,
+01622,"Tuberculosis of ureter, bacteriological or histological examination unknown (at present)",TB of ureter-exam unkn,
+01623,"Tuberculosis of ureter, tubercle bacilli found (in sputum) by microscopy",TB of ureter-micro dx,
+01624,"Tuberculosis of ureter, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of ureter-cult dx,
+01625,"Tuberculosis of ureter, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of ureter-histo dx,
+01626,"Tuberculosis of ureter, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of ureter-oth test,
+01630,"Tuberculosis of other urinary organs, unspecified",TB urinary NEC-unspec,
+01631,"Tuberculosis of other urinary organs, bacteriological or histological examination not done",TB urinary NEC-no exam,
+01632,"Tuberculosis of other urinary organs, bacteriological or histological examination unknown (at present)",TB urinary NEC-exam unkn,
+01633,"Tuberculosis of other urinary organs, tubercle bacilli found (in sputum) by microscopy",TB urinary NEC-micro dx,
+01634,"Tuberculosis of other urinary organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB urinary NEC-cult dx,
+01635,"Tuberculosis of other urinary organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB urinary NEC-histo dx,
+01636,"Tuberculosis of other urinary organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB urinary NEC-oth test,
+01640,"Tuberculosis of epididymis, unspecified",TB epididymis-unspec,
+01641,"Tuberculosis of epididymis, bacteriological or histological examination not done",TB epididymis-no exam,
+01642,"Tuberculosis of epididymis, bacteriological or histological examination unknown (at present)",TB epididymis-exam unkn,
+01643,"Tuberculosis of epididymis, tubercle bacilli found (in sputum) by microscopy",TB epididymis-micro dx,
+01644,"Tuberculosis of epididymis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB epididymis-cult dx,
+01645,"Tuberculosis of epididymis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB epididymis-histo dx,
+01646,"Tuberculosis of epididymis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB epididymis-oth test,
+01650,"Tuberculosis of other male genital organs, unspecified",TB male genit NEC-unspec,
+01651,"Tuberculosis of other male genital organs, bacteriological or histological examination not done",TB male gen NEC-no exam,
+01652,"Tuberculosis of other male genital organs, bacteriological or histological examination unknown (at present)",TB male gen NEC-ex unkn,
+01653,"Tuberculosis of other male genital organs, tubercle bacilli found (in sputum) by microscopy",TB male gen NEC-micro dx,
+01654,"Tuberculosis of other male genital organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB male gen NEC-cult dx,
+01655,"Tuberculosis of other male genital organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB male gen NEC-histo dx,
+01656,"Tuberculosis of other male genital organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB male gen NEC-oth test,
+01660,"Tuberculous oophoritis and salpingitis, unspecified",TB ovary & tube-unspec,
+01661,"Tuberculous oophoritis and salpingitis, bacteriological or histological examination not done",TB ovary & tube-no exam,
+01662,"Tuberculous oophoritis and salpingitis, bacteriological or histological examination unknown (at present)",TB ovary/tube-exam unkn,
+01663,"Tuberculous oophoritis and salpingitis, tubercle bacilli found (in sputum) by microscopy",TB ovary & tube-micro dx,
+01664,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB ovary & tube-cult dx,
+01665,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB ovary & tube-histo dx,
+01666,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB ovary & tube-oth test,
+01670,"Tuberculosis of other female genital organs, unspecified",TB female gen NEC-unspec,
+01671,"Tuberculosis of other female genital organs, bacteriological or histological examination not done",TB fem gen NEC-no exam,
+01672,"Tuberculosis of other female genital organs, bacteriological or histological examination unknown (at present)",TB fem gen NEC-exam unkn,
+01673,"Tuberculosis of other female genital organs, tubercle bacilli found (in sputum) by microscopy",TB fem gen NEC-micro dx,
+01674,"Tuberculosis of other female genital organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB fem gen NEC-cult dx,
+01675,"Tuberculosis of other female genital organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB fem gen NEC-histo dx,
+01676,"Tuberculosis of other female genital organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB fem gen NEC-oth test,
+01690,"Genitourinary tuberculosis, unspecified, unspecified",Gu TB NOS-unspec,
+01691,"Genitourinary tuberculosis, unspecified, bacteriological or histological examination not done",Gu TB NOS-no exam,
+01692,"Genitourinary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Gu TB NOS-exam unkn,
+01693,"Genitourinary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Gu TB NOS-micro dx,
+01694,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Gu TB NOS-cult dx,
+01695,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Gu TB NOS-histo dx,
+01696,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Gu TB NOS-oth test,
+01700,"Tuberculosis of skin and subcutaneous cellular tissue, unspecified",TB skin/subcutan-unspec,
+01701,"Tuberculosis of skin and subcutaneous cellular tissue, bacteriological or histological examination not done",TB skin/subcut-no exam,
+01702,"Tuberculosis of skin and subcutaneous cellular tissue, bacteriological or histological examination unknown (at present)",TB skin/subcut-exam unkn,
+01703,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli found (in sputum) by microscopy",TB skin/subcut-micro dx,
+01704,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB skin/subcut-cult dx,
+01705,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB skin/subcut-histo dx,
+01706,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB skin/subcut-oth test,
+01710,"Erythema nodosum with hypersensitivity reaction in tuberculosis, unspecified",Erythema nodos tb-unspec,
+01711,"Erythema nodosum with hypersensitivity reaction in tuberculosis, bacteriological or histological examination not done",Erythem nodos tb-no exam,
+01712,"Erythema nodosum with hypersensitivity reaction in tuberculosis, bacteriological or histological examination unknown (at present)",Erythem nod tb-exam unkn,
+01713,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli found (in sputum) by microscopy",Erythem nod tb-micro dx,
+01714,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Erythem nodos tb-cult dx,
+01715,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Erythem nod tb-histo dx,
+01716,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Erythem nod tb-oth test,
+01720,"Tuberculosis of peripheral lymph nodes, unspecified",TB periph lymph-unspec,
+01721,"Tuberculosis of peripheral lymph nodes, bacteriological or histological examination not done",TB periph lymph-no exam,
+01722,"Tuberculosis of peripheral lymph nodes, bacteriological or histological examination unknown (at present)",TB periph lymph-exam unk,
+01723,"Tuberculosis of peripheral lymph nodes, tubercle bacilli found (in sputum) by microscopy",TB periph lymph-micro dx,
+01724,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB periph lymph-cult dx,
+01725,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB periph lymph-histo dx,
+01726,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB periph lymph-oth test,
+01730,"Tuberculosis of eye, unspecified",TB of eye-unspec,
+01731,"Tuberculosis of eye, bacteriological or histological examination not done",TB of eye-no exam,
+01732,"Tuberculosis of eye, bacteriological or histological examination unknown (at present)",TB of eye-exam unkn,
+01733,"Tuberculosis of eye, tubercle bacilli found (in sputum) by microscopy",TB of eye-micro dx,
+01734,"Tuberculosis of eye, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of eye-cult dx,
+01735,"Tuberculosis of eye, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of eye-histo dx,
+01736,"Tuberculosis of eye, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of eye-oth test,
+01740,"Tuberculosis of ear, unspecified",TB of ear-unspec,
+01741,"Tuberculosis of ear, bacteriological or histological examination not done",TB of ear-no exam,
+01742,"Tuberculosis of ear, bacteriological or histological examination unknown (at present)",TB of ear-exam unkn,
+01743,"Tuberculosis of ear, tubercle bacilli found (in sputum) by microscopy",TB of ear-micro dx,
+01744,"Tuberculosis of ear, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of ear-cult dx,
+01745,"Tuberculosis of ear, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of ear-histo dx,
+01746,"Tuberculosis of ear, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of ear-oth test,
+01750,"Tuberculosis of thyroid gland, unspecified",TB of thyroid-unspec,
+01751,"Tuberculosis of thyroid gland, bacteriological or histological examination not done",TB of thyroid-no exam,
+01752,"Tuberculosis of thyroid gland, bacteriological or histological examination unknown (at present)",TB of thyroid-exam unkn,
+01753,"Tuberculosis of thyroid gland, tubercle bacilli found (in sputum) by microscopy",TB of thyroid-micro dx,
+01754,"Tuberculosis of thyroid gland, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of thyroid-cult dx,
+01755,"Tuberculosis of thyroid gland, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of thyroid-histo dx,
+01756,"Tuberculosis of thyroid gland, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of thyroid-oth test,
+01760,"Tuberculosis of adrenal glands, unspecified",TB of adrenal-unspec,
+01761,"Tuberculosis of adrenal glands, bacteriological or histological examination not done",TB of adrenal-no exam,
+01762,"Tuberculosis of adrenal glands, bacteriological or histological examination unknown (at present)",TB of adrenal-exam unkn,
+01763,"Tuberculosis of adrenal glands, tubercle bacilli found (in sputum) by microscopy",TB of adrenal-micro dx,
+01764,"Tuberculosis of adrenal glands, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of adrenal-cult dx,
+01765,"Tuberculosis of adrenal glands, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of adrenal-histo dx,
+01766,"Tuberculosis of adrenal glands, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of adrenal-oth test,
+01770,"Tuberculosis of spleen, unspecified",TB of spleen-unspec,
+01771,"Tuberculosis of spleen, bacteriological or histological examination not done",TB of spleen-no exam,
+01772,"Tuberculosis of spleen, bacteriological or histological examination unknown (at present)",TB of spleen-exam unkn,
+01773,"Tuberculosis of spleen, tubercle bacilli found (in sputum) by microscopy",TB of spleen-micro dx,
+01774,"Tuberculosis of spleen, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of spleen-cult dx,
+01775,"Tuberculosis of spleen, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of spleen-histo dx,
+01776,"Tuberculosis of spleen, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of spleen-oth test,
+01780,"Tuberculosis of esophagus, unspecified",TB esophagus-unspec,
+01781,"Tuberculosis of esophagus, bacteriological or histological examination not done",TB esophagus-no exam,
+01782,"Tuberculosis of esophagus, bacteriological or histological examination unknown (at present)",TB esophagus-exam unkn,
+01783,"Tuberculosis of esophagus, tubercle bacilli found (in sputum) by microscopy",TB esophagus-micro dx,
+01784,"Tuberculosis of esophagus, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB esophagus-cult dx,
+01785,"Tuberculosis of esophagus, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB esophagus-histo dx,
+01786,"Tuberculosis of esophagus, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB esophagus-oth test,
+01790,"Tuberculosis of other specified organs, unspecified",TB of organ NEC-unspec,
+01791,"Tuberculosis of other specified organs, bacteriological or histological examination not done",TB of organ NEC-no exam,
+01792,"Tuberculosis of other specified organs, bacteriological or histological examination unknown (at present)",TB organ NEC-exam unkn,
+01793,"Tuberculosis of other specified organs, tubercle bacilli found (in sputum) by microscopy",TB of organ NEC-micro dx,
+01794,"Tuberculosis of other specified organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of organ NEC-cult dx,
+01795,"Tuberculosis of other specified organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of organ NEC-histo dx,
+01796,"Tuberculosis of other specified organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of organ NEC-oth test,
+01800,"Acute miliary tuberculosis, unspecified",Acute miliary tb-unspec,
+01801,"Acute miliary tuberculosis, bacteriological or histological examination not done",Acute miliary tb-no exam,
+01802,"Acute miliary tuberculosis, bacteriological or histological examination unknown (at present)",Ac miliary tb-exam unkn,
+01803,"Acute miliary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Ac miliary tb-micro dx,
+01804,"Acute miliary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Acute miliary tb-cult dx,
+01805,"Acute miliary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Ac miliary tb-histo dx,
+01806,"Acute miliary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Ac miliary tb-oth test,
+01880,"Other specified miliary tuberculosis, unspecified",Miliary TB NEC-unspec,
+01881,"Other specified miliary tuberculosis, bacteriological or histological examination not done",Miliary TB NEC-no exam,
+01882,"Other specified miliary tuberculosis, bacteriological or histological examination unknown (at present)",Miliary TB NEC-exam unkn,
+01883,"Other specified miliary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Miliary TB NEC-micro dx,
+01884,"Other specified miliary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Miliary TB NEC-cult dx,
+01885,"Other specified miliary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Miliary TB NEC-histo dx,
+01886,"Other specified miliary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Miliary TB NEC-oth test,
+01890,"Miliary tuberculosis, unspecified, unspecified",Miliary TB NOS-unspec,
+01891,"Miliary tuberculosis, unspecified, bacteriological or histological examination not done",Miliary TB NOS-no exam,
+01892,"Miliary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Miliary TB NOS-exam unkn,
+01893,"Miliary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Miliary TB NOS-micro dx,
+01894,"Miliary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Miliary TB NOS-cult dx,
+01895,"Miliary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Miliary TB NOS-histo dx,
+01896,"Miliary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Miliary TB NOS-oth test,
+0200,Bubonic plague,Bubonic plague,
+0201,Cellulocutaneous plague,Cellulocutaneous plague,
+0202,Septicemic plague,Septicemic plague,
+0203,Primary pneumonic plague,Primary pneumonic plague,
+0204,Secondary pneumonic plague,Secondary pneumon plague,
+0205,"Pneumonic plague, unspecified",Pneumonic plague NOS,
+0208,Other specified types of plague,Other types of plague,
+0209,"Plague, unspecified",Plague NOS,
+0210,Ulceroglandular tularemia,Ulceroglandul tularemia,
+0211,Enteric tularemia,Enteric tularemia,
+0212,Pulmonary tularemia,Pulmonary tularemia,
+0213,Oculoglandular tularemia,Oculoglandular tularemia,
+0218,Other specified tularemia,Tularemia NEC,
+0219,Unspecified tularemia,Tularemia NOS,
+0220,Cutaneous anthrax,Cutaneous anthrax,
+0221,Pulmonary anthrax,Pulmonary anthrax,
+0222,Gastrointestinal anthrax,Gastrointestinal anthrax,
+0223,Anthrax septicemia,Anthrax septicemia,
+0228,Other specified manifestations of anthrax,Other anthrax manifest,
+0229,"Anthrax, unspecified",Anthrax NOS,
+0230,Brucella melitensis,Brucella melitensis,
+0231,Brucella abortus,Brucella abortus,
+0232,Brucella suis,Brucella suis,
+0233,Brucella canis,Brucella canis,
+0238,Other brucellosis,Brucellosis NEC,
+0239,"Brucellosis, unspecified",Brucellosis NOS,
+024,Glanders,Glanders,
+025,Melioidosis,Melioidosis,
+0260,Spirillary fever,Spirillary fever,
+0261,Streptobacillary fever,Streptobacillary fever,
+0269,Unspecified rat-bite fever,Rat-bite fever NOS,
+0270,Listeriosis,Listeriosis,
+0271,Erysipelothrix infection,Erysipelothrix infection,
+0272,Pasteurellosis,Pasteurellosis,
+0278,Other specified zoonotic bacterial diseases,Zoonotic bact dis NEC,
+0279,Unspecified zoonotic bacterial disease,Zoonotic bact dis NOS,
+0300,Lepromatous leprosy [type L],Lepromatous leprosy,
+0301,Tuberculoid leprosy [type T],Tuberculoid leprosy,
+0302,Indeterminate leprosy [group I],Indeterminate leprosy,
+0303,Borderline leprosy [group B],Borderline leprosy,
+0308,Other specified leprosy,Leprosy NEC,
+0309,"Leprosy, unspecified",Leprosy NOS,
+0310,Pulmonary diseases due to other mycobacteria,Pulmonary mycobacteria,
+0311,Cutaneous diseases due to other mycobacteria,Cutaneous mycobacteria,
+0312,Disseminated due to other mycobacteria,DMAC bacteremia,
+0318,Other specified mycobacterial diseases,Mycobacterial dis NEC,
+0319,Unspecified diseases due to mycobacteria,Mycobacterial dis NOS,
+0320,Faucial diphtheria,Faucial diphtheria,
+0321,Nasopharyngeal diphtheria,Nasopharynx diphtheria,
+0322,Anterior nasal diphtheria,Ant nasal diphtheria,
+0323,Laryngeal diphtheria,Laryngeal diphtheria,
+03281,Conjunctival diphtheria,Conjunctival diphtheria,
+03282,Diphtheritic myocarditis,Diphtheritic myocarditis,
+03283,Diphtheritic peritonitis,Diphtheritic peritonitis,
+03284,Diphtheritic cystitis,Diphtheritic cystitis,
+03285,Cutaneous diphtheria,Cutaneous diphtheria,
+03289,Other specified diphtheria,Diphtheria NEC,
+0329,"Diphtheria, unspecified",Diphtheria NOS,
+0330,Whooping cough due to bordetella pertussis [B. pertussis],Bordetella pertussis,
+0331,Whooping cough due to bordetella parapertussis [B. parapertussis],Bordetella parapertussis,
+0338,Whooping cough due to other specified organism,Whooping cough NEC,
+0339,"Whooping cough, unspecified organism",Whooping cough NOS,
+0340,Streptococcal sore throat,Strep sore throat,
+0341,Scarlet fever,Scarlet fever,
+035,Erysipelas,Erysipelas,
+0360,Meningococcal meningitis,Meningococcal meningitis,
+0361,Meningococcal encephalitis,Meningococc encephalitis,
+0362,Meningococcemia,Meningococcemia,
+0363,"Waterhouse-Friderichsen syndrome, meningococcal",Meningococc adrenal synd,
+03640,"Meningococcal carditis, unspecified",Meningococc carditis NOS,
+03641,Meningococcal pericarditis,Meningococc pericarditis,
+03642,Meningococcal endocarditis,Meningococc endocarditis,
+03643,Meningococcal myocarditis,Meningococc myocarditis,
+03681,Meningococcal optic neuritis,Meningococc optic neurit,
+03682,Meningococcal arthropathy,Meningococc arthropathy,
+03689,Other specified meningococcal infections,Meningococcal infect NEC,
+0369,"Meningococcal infection, unspecified",Meningococcal infect NOS,
+037,Tetanus,Tetanus,
+0380,Streptococcal septicemia,Streptococcal septicemia,
+03810,"Staphylococcal septicemia, unspecified",Staphylcocc septicem NOS,
+03811,Methicillin susceptible Staphylococcus aureus septicemia,Meth susc Staph aur sept,
+03812,Methicillin resistant Staphylococcus aureus septicemia,MRSA septicemia,
+03819,Other staphylococcal septicemia,Staphylcocc septicem NEC,
+0382,Pneumococcal septicemia [Streptococcus pneumoniae septicemia],Pneumococcal septicemia,
+0383,Septicemia due to anaerobes,Anaerobic septicemia,
+03840,"Septicemia due to gram-negative organism, unspecified",Gram-neg septicemia NOS,
+03841,Septicemia due to hemophilus influenzae [H. influenzae],H. influenae septicemia,
+03842,Septicemia due to escherichia coli [E. coli],E coli septicemia,
+03843,Septicemia due to pseudomonas,Pseudomonas septicemia,
+03844,Septicemia due to serratia,Serratia septicemia,
+03849,Other septicemia due to gram-negative organisms,Gram-neg septicemia NEC,
+0388,Other specified septicemias,Septicemia NEC,
+0389,Unspecified septicemia,Septicemia NOS,
+0390,Cutaneous actinomycotic infection,Cutaneous actinomycosis,
+0391,Pulmonary actinomycotic infection,Pulmonary actinomycosis,
+0392,Abdominal actinomycotic infection,Abdominal actinomycosis,
+0393,Cervicofacial actinomycotic infection,Cervicofac actinomycosis,
+0394,Madura foot,Madura foot,
+0398,Actinomycotic infection of other specified sites,Actinomycosis NEC,
+0399,Actinomycotic infection of unspecified site,Actinomycosis NOS,
+0400,Gas gangrene,Gas gangrene,
+0401,Rhinoscleroma,Rhinoscleroma,
+0402,Whipple's disease,Whipple's disease,
+0403,Necrobacillosis,Necrobacillosis,
+04041,Infant botulism,Infant botulism,
+04042,Wound botulism,Wound botulism,
+04081,Tropical pyomyositis,Tropical pyomyositis,
+04082,Toxic shock syndrome,Toxic shock syndrome,
+04089,Other specified bacterial diseases,Bacterial diseases NEC,
+04100,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified",Streptococcus unspecf,
+04101,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group A",Streptococcus group a,
+04102,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group B",Streptococcus group b,
+04103,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group C",Streptococcus group c,
+04104,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group D [Enterococcus]",Enterococcus group d,
+04105,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group G",Streptococcus group g,
+04109,"Streptococcus infection in conditions classified elsewhere and of unspecified site, other streptococcus",Other streptococcus,
+04110,"Staphylococcus infection in conditions classified elsewhere and of unspecified site, staphylococcus, unspecified",Staphylococcus unspcfied,
+04111,Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site,Mth sus Stph aur els/NOS,
+04112,Methicillin resistant Staphylococcus aureus in conditions classified elsewhere and of unspecified site,MRSA elsewhere/NOS,
+04119,"Staphylococcus infection in conditions classified elsewhere and of unspecified site, other staphylococcus",Other staphylococcus,
+0412,Pneumococcus infection in conditions classified elsewhere and of unspecified site,Pneumococcus infect NOS,
+0413,Friedlnder's bacillus infection in conditions classified elsewhere and of unspecified site,Klebsiella pneumoniae,
+04141,Shiga toxin-producing Escherichia coli [E. coli] (STEC) O157,Shiga txn-produce E.coli,
+04142,Other specified Shiga toxin-producing Escherichia coli [E. coli] (STEC),Shga txn prod E.coli NEC,
+04143,"Shiga toxin-producing Escherichia coli [E. coli] (STEC), unspecified",Shga txn prod E.coli NOS,
+04149,Other and unspecified Escherichia coli [E. coli],E.coli infection NEC/NOS,
+0415,Hemophilus influenzae [H. influenzae] infection in conditions classified elsewhere and of unspecified site,H. influenzae infect NOS,
+0416,Proteus (mirabilis) (morganii) infection in conditions classified elsewhere and of unspecified site,Proteus infection NOS,
+0417,Pseudomonas infection in conditions classified elsewhere and of unspecified site,Pseudomonas infect NOS,
+04181,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, mycoplasma",Mycoplasma,
+04182,Bacteroides fragilis,Bacteroides fragilis,
+04183,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, Clostridium perfringens",Clostridium perfringens,
+04184,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other anaerobes",Other anaerobes,
+04185,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other gram-negative organisms",Oth gram negatv bacteria,
+04186,Helicobacter pylori [H. pylori],Helicobacter pylori,
+04189,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other specified bacteria",Oth specf bacteria,
+0419,"Bacterial infection, unspecified, in conditions classified elsewhere and of unspecified site",Bacterial infection NOS,
+042,Human immunodeficiency virus [HIV] disease,Human immuno virus dis,
+04500,"Acute paralytic poliomyelitis specified as bulbar, poliovirus, unspecified type",Ac bulbar polio-type NOS,
+04501,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type I",Ac bulbar polio-type 1,
+04502,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type II",Ac bulbar polio-type 2,
+04503,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type III",Ac bulbar polio-type 3,
+04510,"Acute poliomyelitis with other paralysis, poliovirus, unspecified type",Paral polio NEC-type NOS,
+04511,"Acute poliomyelitis with other paralysis, poliovirus type I",Paral polio NEC-type 1,
+04512,"Acute poliomyelitis with other paralysis, poliovirus type II",Paral polio NEC-type 2,
+04513,"Acute poliomyelitis with other paralysis, poliovirus type III",Paral polio NEC-type 3,
+04520,"Acute nonparalytic poliomyelitis, poliovirus, unspecified type",Nonparaly polio-type NOS,
+04521,"Acute nonparalytic poliomyelitis, poliovirus type I",Nonparalyt polio-type 1,
+04522,"Acute nonparalytic poliomyelitis, poliovirus type II",Nonparalyt polio-type 2,
+04523,"Acute nonparalytic poliomyelitis, poliovirus type III",Nonparalyt polio-type 3,
+04590,"Acute poliomyelitis, unspecified, poliovirus, unspecified type",Ac polio NOS-type NOS,
+04591,"Acute poliomyelitis, unspecified, poliovirus type I",Ac polio NOS-type 1,
+04592,"Acute poliomyelitis, unspecified, poliovirus type II",Ac polio NOS-type 2,
+04593,"Acute poliomyelitis, unspecified, poliovirus type III",Ac polio NOS-type 3,
+0460,Kuru,Kuru,
+04611,Variant Creutzfeldt-Jakob disease,Varnt Creutzfeldt-Jakob,
+04619,Other and unspecified Creutzfeldt-Jakob disease,Creutzfldt-Jakob NEC/NOS,
+0462,Subacute sclerosing panencephalitis,Subac scleros panenceph,
+0463,Progressive multifocal leukoencephalopathy,Prog multifoc leukoencep,
+04671,Gerstmann-Strussler-Scheinker syndrome,Gerstmn-Straus-Schnk syn,
+04672,Fatal familial insomnia,Fatal familial insomnia,
+04679,Other and unspecified prion disease of central nervous system,Prion dis of CNS NEC/NOS,
+0468,Other specified slow virus infection of central nervous system,Cns slow virus infec NEC,
+0469,Unspecified slow virus infection of central nervous system,Cns slow virus infec NOS,
+0470,Meningitis due to coxsackie virus,Coxsackie virus mening,
+0471,Meningitis due to echo virus,Echo virus meningitis,
+0478,Other specified viral meningitis,Viral meningitis NEC,
+0479,Unspecified viral meningitis,Viral meningitis NOS,
+048,Other enterovirus diseases of central nervous system,Oth enteroviral cns dis,
+0490,Lymphocytic choriomeningitis,Lymphocytic choriomening,
+0491,Meningitis due to adenovirus,Adenoviral meningitis,
+0498,Other specified non-arthropod-borne viral diseases of central nervous system,Viral encephalitis NEC,
+0499,Unspecified non-arthropod-borne viral diseases of central nervous system,Viral encephalitis NOS,
+0500,Variola major,Variola major,
+0501,Alastrim,Alastrim,
+0502,Modified smallpox,Modified smallpox,
+0509,"Smallpox, unspecified",Smallpox NOS,
+05101,Cowpox,Cowpox,
+05102,Vaccinia not from vaccination,Vaccinia n/f vaccination,
+0511,Pseudocowpox,Pseudocowpox,
+0512,Contagious pustular dermatitis,Contagious pustular derm,
+0519,"Paravaccinia, unspecified",Paravaccinia NOS,
+0520,Postvaricella encephalitis,Postvaricella encephalit,
+0521,Varicella (hemorrhagic) pneumonitis,Varicella pneumonitis,
+0522,Postvaricella myelitis,Postvaricella myelitis,
+0527,Chickenpox with other specified complications,Varicella complicat NEC,
+0528,Chickenpox with unspecified complication,Varicella complicat NOS,
+0529,Varicella without mention of complication,Varicella uncomplicated,
+0530,Herpes zoster with meningitis,Herpes zoster meningitis,
+05310,Herpes zoster with unspecified nervous system complication,H zoster nerv syst NOS,
+05311,Geniculate herpes zoster,Geniculate herpes zoster,
+05312,Postherpetic trigeminal neuralgia,Postherpes trigem neural,
+05313,Postherpetic polyneuropathy,Postherpes polyneuropath,
+05314,Herpes zoster myelitis,Herpes zoster myelitis,
+05319,Herpes zoster with other nervous system complications,H zoster nerv syst NEC,
+05320,Herpes zoster dermatitis of eyelid,Herpes zoster of eyelid,
+05321,Herpes zoster keratoconjunctivitis,H zoster keratoconjunct,
+05322,Herpes zoster iridocyclitis,H zoster iridocyclitis,
+05329,Herpes zoster with other ophthalmic complications,Herpes zoster of eye NEC,
+05371,Otitis externa due to herpes zoster,H zoster otitis externa,
+05379,Herpes zoster with other specified complications,H zoster complicated NEC,
+0538,Herpes zoster with unspecified complication,H zoster complicated NOS,
+0539,Herpes zoster without mention of complication,Herpes zoster NOS,
+0540,Eczema herpeticum,Eczema herpeticum,
+05410,"Genital herpes, unspecified",Genital herpes NOS,
+05411,Herpetic vulvovaginitis,Herpetic vulvovaginitis,
+05412,Herpetic ulceration of vulva,Herpetic ulcer of vulva,
+05413,Herpetic infection of penis,Herpetic infect of penis,
+05419,Other genital herpes,Genital herpes NEC,
+0542,Herpetic gingivostomatitis,Herpetic gingivostomat,
+0543,Herpetic meningoencephalitis,Herpetic encephalitis,
+05440,Herpes simplex with unspecified ophthalmic complication,Herpes simplex eye NOS,
+05441,Herpes simplex dermatitis of eyelid,Herpes simplex of eyelid,
+05442,Dendritic keratitis,Dendritic keratitis,
+05443,Herpes simplex disciform keratitis,H simplex keratitis,
+05444,Herpes simplex iridocyclitis,H simplex iridocyclitis,
+05449,Herpes simplex with other ophthalmic complications,Herpes simplex eye NEC,
+0545,Herpetic septicemia,Herpetic septicemia,
+0546,Herpetic whitlow,Herpetic whitlow,
+05471,Visceral herpes simplex,Visceral herpes simplex,
+05472,Herpes simplex meningitis,H simplex meningitis,
+05473,Herpes simplex otitis externa,H simplex otitis externa,
+05474,Herpes simplex myelitis,Herpes simplex myelitis,
+05479,Herpes simplex with other specified complications,H simplex complicat NEC,
+0548,Herpes simplex with unspecified complication,H simplex complicat NOS,
+0549,Herpes simplex without mention of complication,Herpes simplex NOS,
+0550,Postmeasles encephalitis,Postmeasles encephalitis,
+0551,Postmeasles pneumonia,Postmeasles pneumonia,
+0552,Postmeasles otitis media,Postmeasles otitis media,
+05571,Measles keratoconjunctivitis,Measles keratitis,
+05579,Measles with other specified complications,Measles complication NEC,
+0558,Measles with unspecified complication,Measles complication NOS,
+0559,Measles without mention of complication,Measles uncomplicated,
+05600,Rubella with unspecified neurological complication,Rubella nerve compl NOS,
+05601,Encephalomyelitis due to rubella,Rubella encephalitis,
+05609,Rubella with other neurological complications,Rubella nerve compl NEC,
+05671,Arthritis due to rubella,Arthritis due to rubella,
+05679,Rubella with other specified complications,Rubella complication NEC,
+0568,Rubella with unspecified complications,Rubella complication NOS,
+0569,Rubella without mention of complication,Rubella uncomplicated,
+0570,Erythema infectiosum (fifth disease),Erythema infectiosum,
+0578,Other specified viral exanthemata,Viral exanthemata NEC,
+0579,"Viral exanthem, unspecified",Viral exanthemata NOS,
+05810,"Roseola infantum, unspecified",Roseola infantum NOS,
+05811,Roseola infantum due to human herpesvirus 6,Roseola infant d/t HHV-6,
+05812,Roseola infantum due to human herpesvirus 7,Roseola infant d/t HHV-7,
+05821,Human herpesvirus 6 encephalitis,Human herpesvir 6 enceph,
+05829,Other human herpesvirus encephalitis,Human herpesvr encph NEC,
+05881,Human herpesvirus 6 infection,Human herpesvirus 6 infc,
+05882,Human herpesvirus 7 infection,Human herpesvirus 7 infc,
+05889,Other human herpesvirus infection,Human herpesvirs inf NEC,
+05900,"Orthopoxvirus infection, unspecified",Orthopoxvirus infect NOS,
+05901,Monkeypox,Monkeypox,
+05909,Other orthopoxvirus infections,Orthopoxvirus infect NEC,
+05910,"Parapoxvirus infection, unspecified",Parapoxvirus infectn NOS,
+05911,Bovine stomatitis,Bovine stomatitis,
+05912,Sealpox,Sealpox,
+05919,Other parapoxvirus infections,Parapoxvirus infectn NEC,
+05920,"Yatapoxvirus infection, unspecified",Yatapoxvirus infectn NOS,
+05921,Tanapox,Tanapox,
+05922,Yaba monkey tumor virus,Yaba monkey tumor virus,
+0598,Other poxvirus infections,Poxvirus infections NEC,
+0599,"Poxvirus infections, unspecified",Poxvirus infection NOS,
+0600,Sylvatic yellow fever,Sylvatic yellow fever,
+0601,Urban yellow fever,Urban yellow fever,
+0609,"Yellow fever, unspecified",Yellow fever NOS,
+061,Dengue,Dengue,
+0620,Japanese encephalitis,Japanese encephalitis,
+0621,Western equine encephalitis,West equine encephalitis,
+0622,Eastern equine encephalitis,East equine encephalitis,
+0623,St. Louis encephalitis,St Louis encephalitis,
+0624,Australian encephalitis,Australian encephalitis,
+0625,California virus encephalitis,California encephalitis,
+0628,Other specified mosquito-borne viral encephalitis,Mosquit-borne enceph NEC,
+0629,"Mosquito-borne viral encephalitis, unspecified",Mosquit-borne enceph NOS,
+0630,Russian spring-summer [taiga] encephalitis,Russia spr-summer enceph,
+0631,Louping ill,Louping ill,
+0632,Central european encephalitis,Cent Europe encephalitis,
+0638,Other specified tick-borne viral encephalitis,Tick-borne enceph NEC,
+0639,"Tick-borne viral encephalitis, unspecified",Tick-borne enceph NOS,
+064,Viral encephalitis transmitted by other and unspecified arthropods,Vir enceph arthropod NEC,
+0650,Crimean hemorrhagic fever [CHF Congo virus],Crimean hemorrhagic fev,
+0651,Omsk hemorrhagic fever,Omsk hemorrhagic fever,
+0652,Kyasanur forest disease,Kyasanur forest disease,
+0653,Other tick-borne hemorrhagic fever,Tick-borne hem fever NEC,
+0654,Mosquito-borne hemorrhagic fever,Mosquito-borne hem fever,
+0658,Other specified arthropod-borne hemorrhagic fever,Arthropod hem fever NEC,
+0659,"Arthropod-borne hemorrhagic fever, unspecified",Arthropod hem fever NOS,
+0660,Phlebotomus fever,Phlebotomus fever,
+0661,Tick-borne fever,Tick-borne fever,
+0662,Venezuelan equine fever,Venezuelan equine fever,
+0663,Other mosquito-borne fever,Mosquito-borne fever NEC,
+06640,"West Nile Fever, unspecified",West Nile Fever NOS,
+06641,West Nile Fever with encephalitis,West Nile Fever w/enceph,
+06642,West Nile Fever with other neurologic manifestation,West Nile neuro man NEC,
+06649,West Nile Fever with other complications,West Nile w complic NEC,
+0668,Other specified arthropod-borne viral diseases,Arthropod virus NEC,
+0669,"Arthropod-borne viral disease, unspecified",Arthropod virus NOS,
+0700,Viral hepatitis A with hepatic coma,Hepatitis A with coma,
+0701,Viral hepatitis A without mention of hepatic coma,Hepatitis A w/o coma,
+07020,"Viral hepatitis B with hepatic coma, acute or unspecified, without mention of hepatitis delta",Hpt B acte coma wo dlta,
+07021,"Viral hepatitis B with hepatic coma, acute or unspecified, with hepatitis delta",Hpt B acte coma w dlta,
+07022,Chronic viral hepatitis B with hepatic coma without hepatitis delta,Hpt B chrn coma wo dlta,
+07023,Chronic viral hepatitis B with hepatic coma with hepatitis delta,Hpt B chrn coma w dlta,
+07030,"Viral hepatitis B without mention of hepatic coma, acute or unspecified, without mention of hepatitis delta",Hpt B acte wo cm wo dlta,
+07031,"Viral hepatitis B without mention of hepatic coma, acute or unspecified, with hepatitis delta",Hpt B acte wo cm w dlta,
+07032,Chronic viral hepatitis B without mention of hepatic coma without mention of hepatitis delta,Hpt B chrn wo cm wo dlta,
+07033,Chronic viral hepatitis B without mention of hepatic coma with hepatitis delta,Hpt B chrn wo cm w dlta,
+07041,Acute hepatitis C with hepatic coma,Hpt C acute w hepat Coma,
+07042,Hepatitis delta without mention of active hepatitis B disease with hepatic coma,Hpt dlt wo b w hpt coma,
+07043,Hepatitis E with hepatic coma,Hpt E w hepat Coma,
+07044,Chronic hepatitis C with hepatic coma,Chrnc hpt C w hepat Coma,
+07049,Other specified viral hepatitis with hepatic coma,Oth vrl hepat w hpt coma,
+07051,Acute hepatitis C without mention of hepatic coma,Hpt C acute wo hpat coma,
+07052,Hepatitis delta without mention of active hepatitis B disease or hepatic coma,Hpt dlt wo b wo hpt coma,
+07053,Hepatitis E without mention of hepatic coma,Hpt E wo hepat Coma,
+07054,Chronic hepatitis C without mention of hepatic coma,Chrnc hpt C wo hpat coma,
+07059,Other specified viral hepatitis without mention of hepatic coma,Oth vrl hpat wo hpt coma,
+0706,Unspecified viral hepatitis with hepatic coma,Viral hepat NOS w coma,
+07070,Unspecified viral hepatitis C without hepatic coma,Hpt C w/o hepat coma NOS,
+07071,Unspecified viral hepatitis C with hepatic coma,Hpt C w hepatic coma NOS,
+0709,Unspecified viral hepatitis without mention of hepatic coma,Viral hepat NOS w/o coma,
+071,Rabies,Rabies,
+0720,Mumps orchitis,Mumps orchitis,
+0721,Mumps meningitis,Mumps meningitis,
+0722,Mumps encephalitis,Mumps encephalitis,
+0723,Mumps pancreatitis,Mumps pancreatitis,
+07271,Mumps hepatitis,Mumps hepatitis,
+07272,Mumps polyneuropathy,Mumps polyneuropathy,
+07279,Other mumps with other specified complications,Mumps complication NEC,
+0728,Mumps with unspecified complication,Mumps complication NOS,
+0729,Mumps without mention of complication,Mumps uncomplicated,
+0730,Ornithosis with pneumonia,Ornithosis pneumonia,
+0737,Ornithosis with other specified complications,Ornithosis complicat NEC,
+0738,Ornithosis with unspecified complication,Ornithosis complicat NOS,
+0739,"Ornithosis, unspecified",Ornithosis NOS,
+0740,Herpangina,Herpangina,
+0741,Epidemic pleurodynia,Epidemic pleurodynia,
+07420,"Coxsackie carditis, unspecified",Coxsackie carditis NOS,
+07421,Coxsackie pericarditis,Coxsackie pericarditis,
+07422,Coxsackie endocarditis,Coxsackie endocarditis,
+07423,Coxsackie myocarditis,Coxsackie myocarditis,
+0743,"Hand, foot, and mouth disease","Hand, foot & mouth dis",
+0748,Other specified diseases due to Coxsackie virus,Coxsackie virus NEC,
+075,Infectious mononucleosis,Infectious mononucleosis,
+0760,"Trachoma, initial stage","Trachoma, initial stage",
+0761,"Trachoma, active stage","Trachoma, active stage",
+0769,"Trachoma, unspecified",Trachoma NOS,
+0770,Inclusion conjunctivitis,Inclusion conjunctivitis,
+0771,Epidemic keratoconjunctivitis,Epidem keratoconjunctiv,
+0772,Pharyngoconjunctival fever,Pharyngoconjunct fever,
+0773,Other adenoviral conjunctivitis,Adenoviral conjunct NEC,
+0774,Epidemic hemorrhagic conjunctivitis,Epidem hem conjunctivit,
+0778,Other viral conjunctivitis,Viral conjunctivitis NEC,
+07798,Unspecified diseases of conjunctiva due to chlamydiae,Unsp ds conjuc chlamydia,
+07799,Unspecified diseases of conjunctiva due to viruses,Unsp ds conjuc viruses,
+0780,Molluscum contagiosum,Molluscum contagiosum,
+07810,"Viral warts, unspecified",Viral warts NOS,
+07811,Condyloma acuminatum,Condyloma acuminatum,
+07812,Plantar wart,Plantar wart,
+07819,Other specified viral warts,Oth specfd viral warts,
+0782,Sweating fever,Sweating fever,
+0783,Cat-scratch disease,Cat-scratch disease,
+0784,Foot and mouth disease,Foot & mouth disease,
+0785,Cytomegaloviral disease,Cytomegaloviral disease,
+0786,Hemorrhagic nephrosonephritis,Hem nephrosonephritis,
+0787,Arenaviral hemorrhagic fever,Arenaviral hem fever,
+07881,Epidemic vertigo,Epidemic vertigo,
+07882,Epidemic vomiting syndrome,Epidemic vomiting synd,
+07888,Other specified diseases due to chlamydiae,Oth spec dis chlamydiae,
+07889,Other specified diseases due to viruses,Oth spec dis viruses,
+0790,Adenovirus infection in conditions classified elsewhere and of unspecified site,Adenovirus infect NOS,
+0791,Echo virus infection in conditions classified elsewhere and of unspecified site,Echo virus infect NOS,
+0792,Coxsackie virus infection in conditions classified elsewhere and of unspecified site,Coxsackie virus inf NOS,
+0793,Rhinovirus infection in conditions classified elsewhere and of unspecified site,Rhinovirus infect NOS,
+0794,Human papillomavirus in conditions classified elsewhere and of unspecified site,Human papillomavirus,
+07950,"Retrovirus, unspecified","Retrovirus, unspecified",
+07951,"Human T-cell lymphotrophic virus, type I [HTLV-I]",Htlv-1 infection oth dis,
+07952,"Human T-cell lymphotrophic virus, type II [HTLV-II]",Htlv-ii infectn oth dis,
+07953,"Human immunodeficiency virus, type 2 [HIV-2]",Hiv-2 infection oth dis,
+07959,Other specified retrovirus,Oth specfied retrovirus,
+0796,Respiratory syncytial virus (RSV),Resprtry syncytial virus,
+07981,Hantavirus infection,Hantavirus infection,
+07982,SARS-associated coronavirus,SARS assoc coronavirus,
+07983,Parvovirus B19,Parvovirus B19,
+07988,Other specified chlamydial infection,Oth spcf chlamydial infc,
+07989,Other specified viral infection,Oth specf viral infectn,
+07998,Unspecified chlamydial infection,Chlamydial infection NOS,
+07999,Unspecified viral infection,Viral infection NOS,
+080,Louse-borne (epidemic) typhus,Louse-borne typhus,
+0810,Murine (endemic) typhus,Murine typhus,
+0811,Brill's disease,Brill's disease,
+0812,Scrub typhus,Scrub typhus,
+0819,"Typhus, unspecified",Typhus NOS,
+0820,Spotted fevers,Spotted fevers,
+0821,Boutonneuse fever,Boutonneuse fever,
+0822,North Asian tick fever,North asian tick fever,
+0823,Queensland tick typhus,Queensland tick typhus,
+08240,"Ehrlichiosis, unspecified",Ehrlichiosis NOS,
+08241,Ehrlichiosis chafeensis [E. chafeensis],Ehrlichiosis chafeensis,
+08249,Other ehrlichiosis,Ehrlichiosis NEC,
+0828,Other specified tick-borne rickettsioses,Tick-borne ricketts NEC,
+0829,"Tick-borne rickettsiosis, unspecified",Tick-borne ricketts NOS,
+0830,Q fever,Q fever,
+0831,Trench fever,Trench fever,
+0832,Rickettsialpox,Rickettsialpox,
+0838,Other specified rickettsioses,Rickettsioses NEC,
+0839,"Rickettsiosis, unspecified",Rickettsiosis NOS,
+0840,Falciparum malaria [malignant tertian],Falciparum malaria,
+0841,Vivax malaria [benign tertian],Vivax malaria,
+0842,Quartan malaria,Quartan malaria,
+0843,Ovale malaria,Ovale malaria,
+0844,Other malaria,Malaria NEC,
+0845,Mixed malaria,Mixed malaria,
+0846,"Malaria, unspecified",Malaria NOS,
+0847,Induced malaria,Induced malaria,
+0848,Blackwater fever,Blackwater fever,
+0849,Other pernicious complications of malaria,Malaria complicated NEC,
+0850,Visceral [kala-azar] leishmaniasis,Visceral leishmaniasis,
+0851,"Cutaneous leishmaniasis, urban",Cutan leishmanias urban,
+0852,"Cutaneous leishmaniasis, Asian desert",Cutan leishmanias asian,
+0853,"Cutaneous leishmaniasis, Ethiopian",Cutan leishmanias ethiop,
+0854,"Cutaneous leishmaniasis, American",Cutan leishmanias amer,
+0855,"Mucocutaneous leishmaniasis, (American)",Mucocutan leishmaniasis,
+0859,"Leishmaniasis, unspecified",Leishmaniasis NOS,
+0860,Chagas' disease with heart involvement,Chagas disease of heart,
+0861,Chagas' disease with other organ involvement,Chagas dis of oth organ,
+0862,Chagas' disease without mention of organ involvement,Chagas disease NOS,
+0863,Gambian trypanosomiasis,Gambian trypanosomiasis,
+0864,Rhodesian trypanosomiasis,Rhodesian trypanosomias,
+0865,"African trypanosomiasis, unspecified",African trypanosoma NOS,
+0869,"Trypanosomiasis, unspecified",Trypanosomiasis NOS,
+0870,"Relapsing fever, louse-borne",Louse-borne relaps fever,
+0871,"Relapsing fever, tick-borne",Tick-borne relaps fever,
+0879,"Relapsing fever, unspecified",Relapsing fever NOS,
+0880,Bartonellosis,Bartonellosis,
+08881,Lyme Disease,Lyme disease,
+08882,Babesiosis,Babesiosis,
+08889,"Other specified arthropod-borne diseases, other",Oth arthropod-borne dis,
+0889,"Arthropod-borne disease, unspecified",Arthropod-borne dis NOS,
+0900,"Early congenital syphilis, symptomatic",Early cong syph symptom,
+0901,"Early congenital syphilis, latent",Early congen syph latent,
+0902,"Early congenital syphilis, unspecified",Early congen syph NOS,
+0903,Syphilitic interstitial keratitis,Syphilitic keratitis,
+09040,"Juvenile neurosyphilis, unspecified",Juvenile neurosyph NOS,
+09041,Congenital syphilitic encephalitis,Congen syph encephalitis,
+09042,Congenital syphilitic meningitis,Congen syph meningitis,
+09049,Other juvenile neurosyphilis,Juvenile neurosyph NEC,
+0905,"Other late congenital syphilis, symptomatic",Late congen syph symptom,
+0906,"Late congenital syphilis, latent",Late congen syph latent,
+0907,"Late congenital syphilis, unspecified",Late congen syph NOS,
+0909,"Congenital syphilis, unspecified",Congenital syphilis NOS,
+0910,Genital syphilis (primary),Primary genital syphilis,
+0911,Primary anal syphilis,Primary anal syphilis,
+0912,Other primary syphilis,Primary syphilis NEC,
+0913,Secondary syphilis of skin or mucous membranes,Secondary syph skin,
+0914,Adenopathy due to secondary syphilis,Syphilitic adenopathy,
+09150,"Syphilitic uveitis, unspecified",Syphilitic uveitis NOS,
+09151,Syphilitic chorioretinitis (secondary),Syphilit chorioretinitis,
+09152,Syphilitic iridocyclitis (secondary),Syphilitic iridocyclitis,
+09161,Secondary syphilitic periostitis,Syphilitic periostitis,
+09162,Secondary syphilitic hepatitis,Syphilitic hepatitis,
+09169,Secondary syphilis of other viscera,Second syph viscera NEC,
+0917,"Secondary syphilis, relapse",Second syphilis relapse,
+09181,Acute syphilitic meningitis (secondary),Acute syphil meningitis,
+09182,Syphilitic alopecia,Syphilitic alopecia,
+09189,Other forms of secondary syphilis,Secondary syphilis NEC,
+0919,Unspecified secondary syphilis,Secondary syphilis NOS,
+0920,"Early syphilis, latent, serological relapse after treatment",Early syph latent relaps,
+0929,"Early syphilis, latent, unspecified",Early syphil latent NOS,
+0930,"Aneurysm of aorta, specified as syphilitic","Aortic aneurysm, syphil",
+0931,Syphilitic aortitis,Syphilitic aortitis,
+09320,"Syphilitic endocarditis of valve, unspecified",Syphil endocarditis NOS,
+09321,Syphilitic endocarditis of mitral valve,Syphilitic mitral valve,
+09322,Syphilitic endocarditis of aortic valve,Syphilitic aortic valve,
+09323,Syphilitic endocarditis of tricuspid valve,Syphil tricuspid valve,
+09324,Syphilitic endocarditis of pulmonary valve,Syphil pulmonary valve,
+09381,Syphilitic pericarditis,Syphilitic pericarditis,
+09382,Syphilitic myocarditis,Syphilitic myocarditis,
+09389,Other specified cardiovascular syphilis,Cardiovascular syph NEC,
+0939,"Cardiovascular syphilis, unspecified",Cardiovascular syph NOS,
+0940,Tabes dorsalis,Tabes dorsalis,
+0941,General paresis,General paresis,
+0942,Syphilitic meningitis,Syphilitic meningitis,
+0943,Asymptomatic neurosyphilis,Asymptomat neurosyphilis,
+09481,Syphilitic encephalitis,Syphilitic encephalitis,
+09482,Syphilitic parkinsonism,Syphilitic parkinsonism,
+09483,Syphilitic disseminated retinochoroiditis,Syph dissem retinitis,
+09484,Syphilitic optic atrophy,Syphilitic optic atrophy,
+09485,Syphilitic retrobulbar neuritis,Syph retrobulb neuritis,
+09486,Syphilitic acoustic neuritis,Syphil acoustic neuritis,
+09487,Syphilitic ruptured cerebral aneurysm,Syph rupt cereb aneurysm,
+09489,Other specified neurosyphilis,Neurosyphilis NEC,
+0949,"Neurosyphilis, unspecified",Neurosyphilis NOS,
+0950,Syphilitic episcleritis,Syphilitic episcleritis,
+0951,Syphilis of lung,Syphilis of lung,
+0952,Syphilitic peritonitis,Syphilitic peritonitis,
+0953,Syphilis of liver,Syphilis of liver,
+0954,Syphilis of kidney,Syphilis of kidney,
+0955,Syphilis of bone,Syphilis of bone,
+0956,Syphilis of muscle,Syphilis of muscle,
+0957,"Syphilis of synovium, tendon, and bursa",Syphilis of tendon/bursa,
+0958,Other specified forms of late symptomatic syphilis,Late sympt syphilis NEC,
+0959,"Late symptomatic syphilis, unspecified",Late sympt syphilis NOS,
+096,"Late syphilis, latent",Late syphilis latent,
+0970,"Late syphilis, unspecified",Late syphilis NOS,
+0971,"Latent syphilis, unspecified",Latent syphilis NOS,
+0979,"Syphilis, unspecified",Syphilis NOS,
+0980,Gonococcal infection (acute) of lower genitourinary tract,Acute gc infect lower gu,
+09810,"Gonococcal infection (acute) of upper genitourinary tract, site unspecified",Gc (acute) upper gu NOS,
+09811,Gonococcal cystitis (acute),Gc cystitis (acute),
+09812,Gonococcal prostatitis (acute),Gc prostatitis (acute),
+09813,Gonococcal epididymo-orchitis (acute),Gc orchitis (acute),
+09814,Gonococcal seminal vesiculitis (acute),Gc sem vesiculit (acute),
+09815,Gonococcal cervicitis (acute),Gc cervicitis (acute),
+09816,Gonococcal endometritis (acute),Gc endometritis (acute),
+09817,"Gonococcal salpingitis, specified as acute",Acute gc salpingitis,
+09819,Other gonococcal infection (acute) of upper genitourinary tract,Gc (acute) upper gu NEC,
+0982,"Gonococcal infection, chronic, of lower genitourinary tract",Chr gc infect lower gu,
+09830,"Chronic gonococcal infection of upper genitourinary tract, site unspecified",Chr gc upper gu NOS,
+09831,"Gonococcal cystitis, chronic","Gc cystitis, chronic",
+09832,"Gonococcal prostatitis, chronic","Gc prostatitis, chronic",
+09833,"Gonococcal epididymo-orchitis, chronic","Gc orchitis, chronic",
+09834,"Gonococcal seminal vesiculitis, chronic","Gc sem vesiculitis, chr",
+09835,"Gonococcal cervicitis, chronic","Gc cervicitis, chronic",
+09836,"Gonococcal endometritis, chronic","Gc endometritis, chronic",
+09837,Gonococcal salpingitis (chronic),Gc salpingitis (chronic),
+09839,Other chronic gonococcal infection of upper genitourinary tract,Chr gc upper gu NEC,
+09840,Gonococcal conjunctivitis (neonatorum),Gonococcal conjunctivit,
+09841,Gonococcal iridocyclitis,Gonococcal iridocyclitis,
+09842,Gonococcal endophthalmia,Gonococcal endophthalmia,
+09843,Gonococcal keratitis,Gonococcal keratitis,
+09849,Other gonococcal infection of eye,Gonococcal eye NEC,
+09850,Gonococcal arthritis,Gonococcal arthritis,
+09851,Gonococcal synovitis and tenosynovitis,Gonococcal synovitis,
+09852,Gonococcal bursitis,Gonococcal bursitis,
+09853,Gonococcal spondylitis,Gonococcal spondylitis,
+09859,Other gonococcal infection of joint,Gc infect joint NEC,
+0986,Gonococcal infection of pharynx,Gonococcal infec pharynx,
+0987,Gonococcal infection of anus and rectum,Gc infect anus & rectum,
+09881,Gonococcal keratosis (blennorrhagica),Gonococcal keratosis,
+09882,Gonococcal meningitis,Gonococcal meningitis,
+09883,Gonococcal pericarditis,Gonococcal pericarditis,
+09884,Gonococcal endocarditis,Gonococcal endocarditis,
+09885,Other gonococcal heart disease,Gonococcal heart dis NEC,
+09886,Gonococcal peritonitis,Gonococcal peritonitis,
+09889,Gonococcal infection of other specified sites,Gonococcal inf site NEC,
+0990,Chancroid,Chancroid,
+0991,Lymphogranuloma venereum,Lymphogranuloma venereum,
+0992,Granuloma inguinale,Granuloma inguinale,
+0993,Reiter's disease,Reiter's disease,
+09940,"Other nongonococcal urethritis, unspecified",Unspcf nongnccl urethrts,
+09941,"Other nongonococcal urethritis, chlamydia trachomatis",Chlmyd trachomatis ureth,
+09949,"Other nongonococcal urethritis, other specified organism",Nongc urth oth spf orgsm,
+09950,"Other venereal diseases due to chlamydia trachomatis, unspecified site",Oth VD chlm trch unsp st,
+09951,"Other venereal diseases due to chlamydia trachomatis, pharynx",Oth VD chlm trch pharynx,
+09952,"Other venereal diseases due to chlamydia trachomatis, anus and rectum",Oth VD chlm trch ans rct,
+09953,"Other venereal diseases due to chlamydia trachomatis, lower genitourinary sites",Oth VD chlm trch lowr gu,
+09954,"Other venereal diseases due to chlamydia trachomatis, other genitourinary sites",Oth VD chlm trch oth gu,
+09955,"Other venereal diseases due to chlamydia trachomatis, unspecified genitourinary site",Ot VD chlm trch unspf gu,
+09956,"Other venereal diseases due to chlamydia trachomatis, peritoneum",Ot VD chlm trch prtoneum,
+09959,"Other venereal diseases due to chlamydia trachomatis, other specified site",Oth VD chlm trch spcf st,
+0998,Other specified venereal diseases,Venereal disease NEC,
+0999,"Venereal disease, unspecified",Venereal disease NOS,
+1000,Leptospirosis icterohemorrhagica,Leptospiros icterohem,
+10081,Leptospiral meningitis (aseptic),Leptospiral meningitis,
+10089,Other specified leptospiral infections,Leptospiral infect NEC,
+1009,"Leptospirosis, unspecified",Leptospirosis NOS,
+101,Vincent's angina,Vincent's angina,
+1020,Initial lesions of yaws,Initial lesions yaws,
+1021,Multiple papillomata due to yaws and wet crab yaws,Multiple papillomata,
+1022,Other early skin lesions of yaws,Early skin yaws NEC,
+1023,Hyperkeratosis due to yaws,Hyperkeratosis of yaws,
+1024,Gummata and ulcers due to yaws,"Gummata and ulcers, yaws",
+1025,Gangosa,Gangosa,
+1026,Bone and joint lesions due to yaws,Yaws of bone & joint,
+1027,Other manifestations of yaws,Yaws manifestations NEC,
+1028,Latent yaws,Latent yaws,
+1029,"Yaws, unspecified",Yaws NOS,
+1030,Primary lesions of pinta,Pinta primary lesions,
+1031,Intermediate lesions of pinta,Pinta intermed lesions,
+1032,Late lesions of pinta,Pinta late lesions,
+1033,Mixed lesions of pinta,Pinta mixed lesions,
+1039,"Pinta, unspecified",Pinta NOS,
+1040,Nonvenereal endemic syphilis,Nonvenereal endemic syph,
+1048,Other specified spirochetal infections,Spirochetal infect NEC,
+1049,"Spirochetal infection, unspecified",Spirochetal infect NOS,
+1100,Dermatophytosis of scalp and beard,Dermatophyt scalp/beard,
+1101,Dermatophytosis of nail,Dermatophytosis of nail,
+1102,Dermatophytosis of hand,Dermatophytosis of hand,
+1103,Dermatophytosis of groin and perianal area,Dermatophytosis of groin,
+1104,Dermatophytosis of foot,Dermatophytosis of foot,
+1105,Dermatophytosis of the body,Dermatophytosis of body,
+1106,Deep seated dermatophytosis,Deep dermatophytosis,
+1108,Dermatophytosis of other specified sites,Dermatophytosis site NEC,
+1109,Dermatophytosis of unspecified site,Dermatophytosis site NOS,
+1110,Pityriasis versicolor,Pityriasis versicolor,
+1111,Tinea nigra,Tinea nigra,
+1112,Tinea blanca,Tinea blanca,
+1113,Black piedra,Black piedra,
+1118,Other specified dermatomycoses,Dermatomycoses NEC,
+1119,"Dermatomycosis, unspecified",Dermatomycosis NOS,
+1120,Candidiasis of mouth,Thrush,
+1121,Candidiasis of vulva and vagina,Candidal vulvovaginitis,
+1122,Candidiasis of other urogenital sites,Candidias urogenital NEC,
+1123,Candidiasis of skin and nails,Cutaneous candidiasis,
+1124,Candidiasis of lung,Candidiasis of lung,
+1125,Disseminated candidiasis,Disseminated candidiasis,
+11281,Candidal endocarditis,Candidal endocarditis,
+11282,Candidal otitis externa,Candidal otitis externa,
+11283,Candidal meningitis,Candidal meningitis,
+11284,Candidal esophagitis,Candidal esophagitis,
+11285,Candidal enteritis,Candidal enteritis,
+11289,Other candidiasis of other specified sites,Candidiasis site NEC,
+1129,Candidiasis of unspecified site,Candidiasis site NOS,
+1140,Primary coccidioidomycosis (pulmonary),Primary coccidioidomycos,
+1141,Primary extrapulmonary coccidioidomycosis,Prim cutan coccidioid,
+1142,Coccidioidal meningitis,Coccidioidal meningitis,
+1143,Other forms of progressive coccidioidomycosis,Progress coccidioid NEC,
+1144,Chronic pulmonary coccidioidomycosis,Ch pl coccidioidomycosis,
+1145,"Pulmonary coccidioidomycosis, unspecified",Pl cocidioidomycosis NOS,
+1149,"Coccidioidomycosis, unspecified",Coccidioidomycosis NOS,
+11500,"Infection by Histoplasma capsulatum, without mention of manifestation",Histoplasma capsulat NOS,
+11501,"Infection by Histoplasma capsulatum, meningitis",Histoplasm capsul mening,
+11502,"Infection by Histoplasma capsulatum, retinitis",Histoplasm capsul retina,
+11503,"Infection by Histoplasma capsulatum, pericarditis",Histoplasm caps pericard,
+11504,"Infection by Histoplasma capsulatum, endocarditis",Histoplasm caps endocard,
+11505,"Infection by Histoplasma capsulatum, pneumonia",Histoplasm caps pneumon,
+11509,"Infection by Histoplasma capsulatum, other",Histoplasma capsulat NEC,
+11510,"Infection by Histoplasma duboisii, without mention of manifestation",Histoplasma duboisii NOS,
+11511,"Infection by Histoplasma duboisii, meningitis",Histoplasm dubois mening,
+11512,"Infection by Histoplasma duboisii, retinitis",Histoplasm dubois retina,
+11513,"Infection by Histoplasma duboisii, pericarditis",Histoplasm dub pericard,
+11514,"Infection by Histoplasma duboisii, endocarditis",Histoplasm dub endocard,
+11515,"Infection by Histoplasma duboisii, pneumonia",Histoplasm dub pneumonia,
+11519,"Infection by Histoplasma duboisii, other",Histoplasma duboisii NEC,
+11590,"Histoplasmosis, unspecified, without mention of manifestation",Histoplasmosis NOS,
+11591,"Histoplasmosis, unspecified, meningitis",Histoplasmosis meningit,
+11592,"Histoplasmosis, unspecified, retinitis",Histoplasmosis retinitis,
+11593,"Histoplasmosis, unspecified, pericarditis",Histoplasmosis pericard,
+11594,"Histoplasmosis, unspecified, endocarditis",Histoplasmosis endocard,
+11595,"Histoplasmosis, unspecified, pneumonia",Histoplasmosis pneumonia,
+11599,"Histoplasmosis, unspecified, other",Histoplasmosis NEC,
+1160,Blastomycosis,Blastomycosis,
+1161,Paracoccidioidomycosis,Paracoccidioidomycosis,
+1162,Lobomycosis,Lobomycosis,
+1170,Rhinosporidiosis,Rhinosporidiosis,
+1171,Sporotrichosis,Sporotrichosis,
+1172,Chromoblastomycosis,Chromoblastomycosis,
+1173,Aspergillosis,Aspergillosis,
+1174,Mycotic mycetomas,Mycotic mycetomas,
+1175,Cryptococcosis,Cryptococcosis,
+1176,Allescheriosis [Petriellidosis],Allescheriosis,
+1177,Zygomycosis [Phycomycosis or Mucormycosis],Zygomycosis,
+1178,Infection by dematiacious fungi [Phaehyphomycosis],Dematiacious fungi inf,
+1179,Other and unspecified mycoses,Mycoses NEC & NOS,
+118,Opportunistic mycoses,Opportunistic mycoses,
+1200,Schistosomiasis due to schistosoma haematobium,Schistosoma haematobium,
+1201,Schistosomiasis due to schistosoma mansoni,Schistosoma mansoni,
+1202,Schistosomiasis due to schistosoma japonicum,Schistosoma japonicum,
+1203,Cutaneous schistosomiasis,Cutaneous schistosoma,
+1208,Other specified schistosomiasis,Schistosomiasis NEC,
+1209,"Schistosomiasis, unspecified",Schistosomiasis NOS,
+1210,Opisthorchiasis,Opisthorchiasis,
+1211,Clonorchiasis,Clonorchiasis,
+1212,Paragonimiasis,Paragonimiasis,
+1213,Fascioliasis,Fascioliasis,
+1214,Fasciolopsiasis,Fasciolopsiasis,
+1215,Metagonimiasis,Metagonimiasis,
+1216,Heterophyiasis,Heterophyiasis,
+1218,Other specified trematode infections,Trematode infection NEC,
+1219,"Trematode infection, unspecified",Trematode infection NOS,
+1220,Echinococcus granulosus infection of liver,Echinococc granul liver,
+1221,Echinococcus granulosus infection of lung,Echinococc granul lung,
+1222,Echinococcus granulosus infection of thyroid,Echinococc gran thyroid,
+1223,"Echinococcus granulosus infection, other",Echinococc granul NEC,
+1224,"Echinococcus granulosus infection, unspecified",Echinococc granul NOS,
+1225,Echinococcus multilocularis infection of liver,Echinococ multiloc liver,
+1226,"Echinococcus multilocularis infection, other",Echinococc multiloc NEC,
+1227,"Echinococcus multilocularis infection, unspecified",Echinococc multiloc NOS,
+1228,"Echinococcosis, unspecified, of liver",Echinococcosis NOS liver,
+1229,"Echinococcosis, other and unspecified",Echinococcosis NEC/NOS,
+1230,"Taenia solium infection, intestinal form",Taenia solium intestine,
+1231,Cysticercosis,Cysticercosis,
+1232,Taenia saginata infection,Taenia saginata infect,
+1233,"Taeniasis, unspecified",Taeniasis NOS,
+1234,"Diphyllobothriasis, intestinal",Diphyllobothrias intest,
+1235,Sparganosis [larval diphyllobothriasis],Sparganosis,
+1236,Hymenolepiasis,Hymenolepiasis,
+1238,Other specified cestode infection,Cestode infection NEC,
+1239,"Cestode infection, unspecified",Cestode infection NOS,
+124,Trichinosis,Trichinosis,
+1250,Bancroftian filariasis,Bancroftian filariasis,
+1251,Malayan filariasis,Malayan filariasis,
+1252,Loiasis,Loiasis,
+1253,Onchocerciasis,Onchocerciasis,
+1254,Dipetalonemiasis,Dipetalonemiasis,
+1255,Mansonella ozzardi infection,Mansonella ozzardi infec,
+1256,Other specified filariasis,Filariasis NEC,
+1257,Dracontiasis,Dracontiasis,
+1259,Unspecified filariasis,Filariasis NOS,
+1260,Ancylostomiasis due to ancylostoma duodenale,Ancylostoma duodenale,
+1261,Necatoriasis due to necator americanus,Necator Americanus,
+1262,Ancylostomiasis due to ancylostoma braziliense,Ancylostoma braziliense,
+1263,Ancylostomiasis due to ancylostoma ceylanicum,Ancylostoma ceylanicum,
+1268,Other specified ancylostoma,Ancylostoma NEC,
+1269,"Ancylostomiasis and necatoriasis, unspecified",Ancylostomiasis NOS,
+1270,Ascariasis,Ascariasis,
+1271,Anisakiasis,Anisakiasis,
+1272,Strongyloidiasis,Strongyloidiasis,
+1273,Trichuriasis,Trichuriasis,
+1274,Enterobiasis,Enterobiasis,
+1275,Capillariasis,Capillariasis,
+1276,Trichostrongyliasis,Trichostrongyliasis,
+1277,Other specified intestinal helminthiasis,Intest helminthiasis NEC,
+1278,Mixed intestinal helminthiasis,Mixed intestine helminth,
+1279,"Intestinal helminthiasis, unspecified",Intest helminthiasis NOS,
+1280,Toxocariasis,Toxocariasis,
+1281,Gnathostomiasis,Gnathostomiasis,
+1288,Other specified helminthiasis,Helminthiasis NEC,
+1289,"Helminth infection, unspecified",Helminthiasis NOS,
+129,"Intestinal parasitism, unspecified",Intestin parasitism NOS,
+1300,Meningoencephalitis due to toxoplasmosis,Toxoplasm meningoenceph,
+1301,Conjunctivitis due to toxoplasmosis,Toxoplasm conjunctivitis,
+1302,Chorioretinitis due to toxoplasmosis,Toxoplasm chorioretinit,
+1303,Myocarditis due to toxoplasmosis,Toxoplasma myocarditis,
+1304,Pneumonitis due to toxoplasmosis,Toxoplasma pneumonitis,
+1305,Hepatitis due to toxoplasmosis,Toxoplasma hepatitis,
+1307,Toxoplasmosis of other specified sites,Toxoplasmosis site NEC,
+1308,Multisystemic disseminated toxoplasmosis,Multisystem toxoplasmos,
+1309,"Toxoplasmosis, unspecified",Toxoplasmosis NOS,
+13100,"Urogenital trichomoniasis, unspecified",Urogenital trichomon NOS,
+13101,Trichomonal vulvovaginitis,Trichomonal vaginitis,
+13102,Trichomonal urethritis,Trichomonal urethritis,
+13103,Trichomonal prostatitis,Trichomonal prostatitis,
+13109,Other urogenital trichomoniasis,Urogenital trichomon NEC,
+1318,Trichomoniasis of other specified sites,Trichomoniasis NEC,
+1319,"Trichomoniasis, unspecified",Trichomoniasis NOS,
+1320,Pediculus capitis [head louse],Pediculus capitis,
+1321,Pediculus corporis [body louse],Pediculus corporis,
+1322,Phthirus pubis [pubic louse],Phthirus pubis,
+1323,Mixed pediculosis infestation,Mixed pedicul & phthirus,
+1329,"Pediculosis, unspecified",Pediculosis NOS,
+1330,Scabies,Scabies,
+1338,Other acariasis,Acariasis NEC,
+1339,"Acariasis, unspecified",Acariasis NOS,
+1340,Myiasis,Myiasis,
+1341,Other arthropod infestation,Arthropod infest NEC,
+1342,Hirudiniasis,Hirudiniasis,
+1348,Other specified infestations,Infestation NEC,
+1349,"Infestation, unspecified",Infestation NOS,
+135,Sarcoidosis,Sarcoidosis,
+1360,Ainhum,Ainhum,
+1361,Behcet's syndrome,Behcet's syndrome,
+13621,Specific infection due to acanthamoeba,Infectn d/t acanthamoeba,
+13629,Other specific infections by free-living amebae,Infc free-liv amebae NEC,
+1363,Pneumocystosis,Pneumocystosis,
+1364,Psorospermiasis,Psorospermiasis,
+1365,Sarcosporidiosis,Sarcosporidiosis,
+1368,Other specified infectious and parasitic diseases,Infect/parasite dis NEC,
+1369,Unspecified infectious and parasitic diseases,Infect/parasite dis NOS,
+1370,Late effects of respiratory or unspecified tuberculosis,"Late effect tb, resp/NOS",
+1371,Late effects of central nervous system tuberculosis,Late effect cns TB,
+1372,Late effects of genitourinary tuberculosis,Late effect gu TB,
+1373,Late effects of tuberculosis of bones and joints,Late eff bone & joint TB,
+1374,Late effects of tuberculosis of other specified organs,Late effect TB NEC,
+138,Late effects of acute poliomyelitis,Late effect acute polio,
+1390,Late effects of viral encephalitis,Late eff viral encephal,
+1391,Late effects of trachoma,Late effect of trachoma,
+1398,Late effects of other and unspecified infectious and parasitic diseases,Late eff infect dis NEC,
+1400,"Malignant neoplasm of upper lip, vermilion border",Mal neo upper vermilion,
+1401,"Malignant neoplasm of lower lip, vermilion border",Mal neo lower vermilion,
+1403,"Malignant neoplasm of upper lip, inner aspect","Mal neo upper lip, inner",
+1404,"Malignant neoplasm of lower lip, inner aspect","Mal neo lower lip, inner",
+1405,"Malignant neoplasm of lip, unspecified, inner aspect","Mal neo lip, inner NOS",
+1406,Malignant neoplasm of commissure of lip,"Mal neo lip, commissure",
+1408,Malignant neoplasm of other sites of lip,Mal neo lip NEC,
+1409,"Malignant neoplasm of lip, unspecified, vermilion border",Mal neo lip/vermil NOS,
+1410,Malignant neoplasm of base of tongue,Mal neo tongue base,
+1411,Malignant neoplasm of dorsal surface of tongue,Mal neo dorsal tongue,
+1412,Malignant neoplasm of tip and lateral border of tongue,Mal neo tip/lat tongue,
+1413,Malignant neoplasm of ventral surface of tongue,Mal neo ventral tongue,
+1414,"Malignant neoplasm of anterior two-thirds of tongue, part unspecified",Mal neo ant 2/3 tongue,
+1415,Malignant neoplasm of junctional zone of tongue,Mal neo tongue junction,
+1416,Malignant neoplasm of lingual tonsil,Mal neo lingual tonsil,
+1418,Malignant neoplasm of other sites of tongue,Malig neo tongue NEC,
+1419,"Malignant neoplasm of tongue, unspecified",Malig neo tongue NOS,
+1420,Malignant neoplasm of parotid gland,Malig neo parotid,
+1421,Malignant neoplasm of submandibular gland,Malig neo submandibular,
+1422,Malignant neoplasm of sublingual gland,Malig neo sublingual,
+1428,Malignant neoplasm of other major salivary glands,Mal neo maj salivary NEC,
+1429,"Malignant neoplasm of salivary gland, unspecified",Mal neo salivary NOS,
+1430,Malignant neoplasm of upper gum,Malig neo upper gum,
+1431,Malignant neoplasm of lower gum,Malig neo lower gum,
+1438,Malignant neoplasm of other sites of gum,Malig neo gum NEC,
+1439,"Malignant neoplasm of gum, unspecified",Malig neo gum NOS,
+1440,Malignant neoplasm of anterior portion of floor of mouth,Mal neo ant floor mouth,
+1441,Malignant neoplasm of lateral portion of floor of mouth,Mal neo lat floor mouth,
+1448,Malignant neoplasm of other sites of floor of mouth,Mal neo mouth floor NEC,
+1449,"Malignant neoplasm of floor of mouth, part unspecified",Mal neo mouth floor NOS,
+1450,Malignant neoplasm of cheek mucosa,Mal neo cheek mucosa,
+1451,Malignant neoplasm of vestibule of mouth,Mal neo mouth vestibule,
+1452,Malignant neoplasm of hard palate,Malig neo hard palate,
+1453,Malignant neoplasm of soft palate,Malig neo soft palate,
+1454,Malignant neoplasm of uvula,Malignant neoplasm uvula,
+1455,"Malignant neoplasm of palate, unspecified",Malignant neo palate NOS,
+1456,Malignant neoplasm of retromolar area,Malig neo retromolar,
+1458,Malignant neoplasm of other specified parts of mouth,Malig neoplasm mouth NEC,
+1459,"Malignant neoplasm of mouth, unspecified",Malig neoplasm mouth NOS,
+1460,Malignant neoplasm of tonsil,Malignant neopl tonsil,
+1461,Malignant neoplasm of tonsillar fossa,Mal neo tonsillar fossa,
+1462,Malignant neoplasm of tonsillar pillars (anterior) (posterior),Mal neo tonsil pillars,
+1463,Malignant neoplasm of vallecula epiglottica,Malign neopl vallecula,
+1464,Malignant neoplasm of anterior aspect of epiglottis,Mal neo ant epiglottis,
+1465,Malignant neoplasm of junctional region of oropharynx,Mal neo epiglottis junct,
+1466,Malignant neoplasm of lateral wall of oropharynx,Mal neo lat oropharynx,
+1467,Malignant neoplasm of posterior wall of oropharynx,Mal neo post oropharynx,
+1468,Malignant neoplasm of other specified sites of oropharynx,Mal neo oropharynx NEC,
+1469,"Malignant neoplasm of oropharynx, unspecified site",Malig neo oropharynx NOS,
+1470,Malignant neoplasm of superior wall of nasopharynx,Mal neo super nasopharyn,
+1471,Malignant neoplasm of posterior wall of nasopharynx,Mal neo post nasopharynx,
+1472,Malignant neoplasm of lateral wall of nasopharynx,Mal neo lat nasopharynx,
+1473,Malignant neoplasm of anterior wall of nasopharynx,Mal neo ant nasopharynx,
+1478,Malignant neoplasm of other specified sites of nasopharynx,Mal neo nasopharynx NEC,
+1479,"Malignant neoplasm of nasopharynx, unspecified site",Mal neo nasopharynx NOS,
+1480,Malignant neoplasm of postcricoid region of hypopharynx,Mal neo postcricoid,
+1481,Malignant neoplasm of pyriform sinus,Mal neo pyriform sinus,
+1482,"Malignant neoplasm of aryepiglottic fold, hypopharyngeal aspect",Mal neo aryepiglott fold,
+1483,Malignant neoplasm of posterior hypopharyngeal wall,Mal neo post hypopharynx,
+1488,Malignant neoplasm of other specified sites of hypopharynx,Mal neo hypopharynx NEC,
+1489,"Malignant neoplasm of hypopharynx, unspecified site",Mal neo hypopharynx NOS,
+1490,"Malignant neoplasm of pharynx, unspecified",Mal neo pharynx NOS,
+1491,Malignant neoplasm of waldeyer's ring,Mal neo waldeyer's ring,
+1498,Malignant neoplasm of other sites within the lip and oral cavity,Mal neo oral/pharynx NEC,
+1499,Malignant neoplasm of ill-defined sites within the lip and oral cavity,Mal neo orophryn ill-def,
+1500,Malignant neoplasm of cervical esophagus,Mal neo cervical esophag,
+1501,Malignant neoplasm of thoracic esophagus,Mal neo thoracic esophag,
+1502,Malignant neoplasm of abdominal esophagus,Mal neo abdomin esophag,
+1503,Malignant neoplasm of upper third of esophagus,Mal neo upper 3rd esoph,
+1504,Malignant neoplasm of middle third of esophagus,Mal neo middle 3rd esoph,
+1505,Malignant neoplasm of lower third of esophagus,Mal neo lower 3rd esoph,
+1508,Malignant neoplasm of other specified part of esophagus,Mal neo esophagus NEC,
+1509,"Malignant neoplasm of esophagus, unspecified site",Mal neo esophagus NOS,
+1510,Malignant neoplasm of cardia,Mal neo stomach cardia,
+1511,Malignant neoplasm of pylorus,Malignant neo pylorus,
+1512,Malignant neoplasm of pyloric antrum,Mal neo pyloric antrum,
+1513,Malignant neoplasm of fundus of stomach,Mal neo stomach fundus,
+1514,Malignant neoplasm of body of stomach,Mal neo stomach body,
+1515,"Malignant neoplasm of lesser curvature of stomach, unspecified",Mal neo stom lesser curv,
+1516,"Malignant neoplasm of greater curvature of stomach, unspecified",Mal neo stom great curv,
+1518,Malignant neoplasm of other specified sites of stomach,Malig neopl stomach NEC,
+1519,"Malignant neoplasm of stomach, unspecified site",Malig neopl stomach NOS,
+1520,Malignant neoplasm of duodenum,Malignant neopl duodenum,
+1521,Malignant neoplasm of jejunum,Malignant neopl jejunum,
+1522,Malignant neoplasm of ileum,Malignant neoplasm ileum,
+1523,Malignant neoplasm of Meckel's diverticulum,Mal neo meckel's divert,
+1528,Malignant neoplasm of other specified sites of small intestine,Mal neo small bowel NEC,
+1529,"Malignant neoplasm of small intestine, unspecified site",Mal neo small bowel NOS,
+1530,Malignant neoplasm of hepatic flexure,Mal neo hepatic flexure,
+1531,Malignant neoplasm of transverse colon,Mal neo transverse colon,
+1532,Malignant neoplasm of descending colon,Mal neo descend colon,
+1533,Malignant neoplasm of sigmoid colon,Mal neo sigmoid colon,
+1534,Malignant neoplasm of cecum,Malignant neoplasm cecum,
+1535,Malignant neoplasm of appendix vermiformis,Malignant neo appendix,
+1536,Malignant neoplasm of ascending colon,Malig neo ascend colon,
+1537,Malignant neoplasm of splenic flexure,Mal neo splenic flexure,
+1538,Malignant neoplasm of other specified sites of large intestine,Malignant neo colon NEC,
+1539,"Malignant neoplasm of colon, unspecified site",Malignant neo colon NOS,
+1540,Malignant neoplasm of rectosigmoid junction,Mal neo rectosigmoid jct,
+1541,Malignant neoplasm of rectum,Malignant neopl rectum,
+1542,Malignant neoplasm of anal canal,Malig neopl anal canal,
+1543,"Malignant neoplasm of anus, unspecified site",Malignant neo anus NOS,
+1548,"Malignant neoplasm of other sites of rectum, rectosigmoid junction, and anus",Mal neo rectum/anus NEC,
+1550,"Malignant neoplasm of liver, primary","Mal neo liver, primary",
+1551,Malignant neoplasm of intrahepatic bile ducts,Mal neo intrahepat ducts,
+1552,"Malignant neoplasm of liver, not specified as primary or secondary",Malignant neo liver NOS,
+1560,Malignant neoplasm of gallbladder,Malig neo gallbladder,
+1561,Malignant neoplasm of extrahepatic bile ducts,Mal neo extrahepat ducts,
+1562,Malignant neoplasm of ampulla of vater,Mal neo ampulla of vater,
+1568,Malignant neoplasm of other specified sites of gallbladder and extrahepatic bile ducts,Malig neo biliary NEC,
+1569,"Malignant neoplasm of biliary tract, part unspecified site",Malig neo biliary NOS,
+1570,Malignant neoplasm of head of pancreas,Mal neo pancreas head,
+1571,Malignant neoplasm of body of pancreas,Mal neo pancreas body,
+1572,Malignant neoplasm of tail of pancreas,Mal neo pancreas tail,
+1573,Malignant neoplasm of pancreatic duct,Mal neo pancreatic duct,
+1574,Malignant neoplasm of islets of langerhans,Mal neo islet langerhans,
+1578,Malignant neoplasm of other specified sites of pancreas,Malig neo pancreas NEC,
+1579,"Malignant neoplasm of pancreas, part unspecified",Malig neo pancreas NOS,
+1580,Malignant neoplasm of retroperitoneum,Mal neo retroperitoneum,
+1588,Malignant neoplasm of specified parts of peritoneum,Mal neo peritoneum NEC,
+1589,"Malignant neoplasm of peritoneum, unspecified",Mal neo peritoneum NOS,
+1590,"Malignant neoplasm of intestinal tract, part unspecified",Malig neo intestine NOS,
+1591,"Malignant neoplasm of spleen, not elsewhere classified",Malignant neo spleen NEC,
+1598,Malignant neoplasm of other sites of digestive system and intra-abdominal organs,Mal neo gi/intra-abd NEC,
+1599,Malignant neoplasm of ill-defined sites within the digestive organs and peritoneum,Mal neo GI tract ill-def,
+1600,Malignant neoplasm of nasal cavities,Mal neo nasal cavities,
+1601,"Malignant neoplasm of auditory tube, middle ear, and mastoid air cells",Malig neo middle ear,
+1602,Malignant neoplasm of maxillary sinus,Mal neo maxillary sinus,
+1603,Malignant neoplasm of ethmoidal sinus,Mal neo ethmoidal sinus,
+1604,Malignant neoplasm of frontal sinus,Malig neo frontal sinus,
+1605,Malignant neoplasm of sphenoidal sinus,Mal neo sphenoid sinus,
+1608,Malignant neoplasm of other accessory sinuses,Mal neo access sinus NEC,
+1609,"Malignant neoplasm of accessory sinus, unspecified",Mal neo access sinus NOS,
+1610,Malignant neoplasm of glottis,Malignant neo glottis,
+1611,Malignant neoplasm of supraglottis,Malig neo supraglottis,
+1612,Malignant neoplasm of subglottis,Malig neo subglottis,
+1613,Malignant neoplasm of laryngeal cartilages,Mal neo cartilage larynx,
+1618,Malignant neoplasm of other specified sites of larynx,Malignant neo larynx NEC,
+1619,"Malignant neoplasm of larynx, unspecified",Malignant neo larynx NOS,
+1620,Malignant neoplasm of trachea,Malignant neo trachea,
+1622,Malignant neoplasm of main bronchus,Malig neo main bronchus,
+1623,"Malignant neoplasm of upper lobe, bronchus or lung",Mal neo upper lobe lung,
+1624,"Malignant neoplasm of middle lobe, bronchus or lung",Mal neo middle lobe lung,
+1625,"Malignant neoplasm of lower lobe, bronchus or lung",Mal neo lower lobe lung,
+1628,Malignant neoplasm of other parts of bronchus or lung,Mal neo bronch/lung NEC,
+1629,"Malignant neoplasm of bronchus and lung, unspecified",Mal neo bronch/lung NOS,
+1630,Malignant neoplasm of parietal pleura,Mal neo parietal pleura,
+1631,Malignant neoplasm of visceral pleura,Mal neo visceral pleura,
+1638,Malignant neoplasm of other specified sites of pleura,Malig neopl pleura NEC,
+1639,"Malignant neoplasm of pleura, unspecified",Malig neopl pleura NOS,
+1640,Malignant neoplasm of thymus,Malignant neopl thymus,
+1641,Malignant neoplasm of heart,Malignant neopl heart,
+1642,Malignant neoplasm of anterior mediastinum,Mal neo ant mediastinum,
+1643,Malignant neoplasm of posterior mediastinum,Mal neo post mediastinum,
+1648,Malignant neoplasm of other parts of mediastinum,Mal neo mediastinum NEC,
+1649,"Malignant neoplasm of mediastinum, part unspecified",Mal neo mediastinum NOS,
+1650,"Malignant neoplasm of upper respiratory tract, part unspecified",Mal neo upper resp NOS,
+1658,Malignant neoplasm of other sites within the respiratory system and intrathoracic organs,Mal neo thorax/resp NEC,
+1659,Malignant neoplasm of ill-defined sites within the respiratory system,Mal neo resp system NOS,
+1700,"Malignant neoplasm of bones of skull and face, except mandible",Mal neo skull/face bone,
+1701,Malignant neoplasm of mandible,Malignant neo mandible,
+1702,"Malignant neoplasm of vertebral column, excluding sacrum and coccyx",Malig neo vertebrae,
+1703,"Malignant neoplasm of ribs, sternum, and clavicle",Mal neo ribs/stern/clav,
+1704,Malignant neoplasm of scapula and long bones of upper limb,Mal neo long bones arm,
+1705,Malignant neoplasm of short bones of upper limb,Mal neo bones wrist/hand,
+1706,"Malignant neoplasm of pelvic bones, sacrum, and coccyx",Mal neo pelvic girdle,
+1707,Malignant neoplasm of long bones of lower limb,Mal neo long bones leg,
+1708,Malignant neoplasm of short bones of lower limb,Mal neo bones ankle/foot,
+1709,"Malignant neoplasm of bone and articular cartilage, site unspecified",Malig neopl bone NOS,
+1710,"Malignant neoplasm of connective and other soft tissue of head, face, and neck",Mal neo soft tissue head,
+1712,"Malignant neoplasm of connective and other soft tissue of upper limb, including shoulder",Mal neo soft tissue arm,
+1713,"Malignant neoplasm of connective and other soft tissue of lower limb, including hip",Mal neo soft tissue leg,
+1714,Malignant neoplasm of connective and other soft tissue of thorax,Mal neo soft tis thorax,
+1715,Malignant neoplasm of connective and other soft tissue of abdomen,Mal neo soft tis abdomen,
+1716,Malignant neoplasm of connective and other soft tissue of pelvis,Mal neo soft tis pelvis,
+1717,"Malignant neoplasm of connective and other soft tissue of trunk, unspecified",Mal neopl trunk NOS,
+1718,Malignant neoplasm of other specified sites of connective and other soft tissue,Mal neo soft tissue NEC,
+1719,"Malignant neoplasm of connective and other soft tissue, site unspecified",Mal neo soft tissue NOS,
+1720,Malignant melanoma of skin of lip,Malig melanoma lip,
+1721,"Malignant melanoma of skin of eyelid, including canthus",Malig melanoma eyelid,
+1722,Malignant melanoma of skin of ear and external auditory canal,Malig melanoma ear,
+1723,Malignant melanoma of skin of other and unspecified parts of face,Mal melanom face NEC/NOS,
+1724,Malignant melanoma of skin of scalp and neck,Mal melanoma scalp/neck,
+1725,"Malignant melanoma of skin of trunk, except scrotum",Malig melanoma trunk,
+1726,"Malignant melanoma of skin of upper limb, including shoulder",Malig melanoma arm,
+1727,"Malignant melanoma of skin of lower limb, including hip",Malig melanoma leg,
+1728,Malignant melanoma of other specified sites of skin,Malig melanoma skin NEC,
+1729,"Melanoma of skin, site unspecified",Malig melanoma skin NOS,
+17300,Unspecified malignant neoplasm of skin of lip,Malig neopl skin lip NOS,
+17301,Basal cell carcinoma of skin of lip,Basal cell ca skin lip,
+17302,Squamous cell carcinoma of skin of lip,Squamous cell ca skn lip,
+17309,Other specified malignant neoplasm of skin of lip,Malig neo skin lip NEC,
+17310,"Unspecified malignant neoplasm of eyelid, including canthus",Mal neo eyelid/canth NOS,
+17311,"Basal cell carcinoma of eyelid, including canthus",Basal cell ca lid/canth,
+17312,"Squamous cell carcinoma of eyelid, including canthus",Squam cell ca lid/canth,
+17319,"Other specified malignant neoplasm of eyelid, including canthus",Mal neo eyelid/canth NEC,
+17320,Unspecified malignant neoplasm of skin of ear and external auditory canal,Malig neo skin ear NOS,
+17321,Basal cell carcinoma of skin of ear and external auditory canal,Basal cell ca skin ear,
+17322,Squamous cell carcinoma of skin of ear and external auditory canal,Squam cell ca skin ear,
+17329,Other specified malignant neoplasm of skin of ear and external auditory canal,Neo skin ear/ex canl NEC,
+17330,Unspecified malignant neoplasm of skin of other and unspecified parts of face,Mal neo skn face NEC/NOS,
+17331,Basal cell carcinoma of skin of other and unspecified parts of face,Bsl cel skn face NEC/NOS,
+17332,Squamous cell carcinoma of skin of other and unspecified parts of face,Sqm cel skn face NEC/NOS,
+17339,Other specified malignant neoplasm of skin of other and unspecified parts of face,Mal neo skn face NEC/NOS,
+17340,Unspecified malignant neoplasm of scalp and skin of neck,Mal neo sclp/skn nck NOS,
+17341,Basal cell carcinoma of scalp and skin of neck,Bsl cell ca scalp/skn nk,
+17342,Squamous cell carcinoma of scalp and skin of neck,Sqam cell ca sclp/skn nk,
+17349,Other specified malignant neoplasm of scalp and skin of neck,Mal neo sclp/skn nck NEC,
+17350,"Unspecified malignant neoplasm of skin of trunk, except scrotum",Malig neo skin trunk NOS,
+17351,"Basal cell carcinoma of skin of trunk, except scrotum",Basal cell ca skin trunk,
+17352,"Squamous cell carcinoma of skin of trunk, except scrotum",Squam cell ca skin trunk,
+17359,"Other specified malignant neoplasm of skin of trunk, except scrotum",Malig neo skin trunk NEC,
+17360,"Unspecified malignant neoplasm of skin of upper limb, including shoulder",Mal neo skin up limb NOS,
+17361,"Basal cell carcinoma of skin of upper limb, including shoulder",Basal cell ca skn up lmb,
+17362,"Squamous cell carcinoma of skin of upper limb, including shoulder",Squam cell ca skn up lmb,
+17369,"Other specified malignant neoplasm of skin of upper limb, including shoulder",Malig neo skn up lmb NEC,
+17370,"Unspecified malignant neoplasm of skin of lower limb, including hip",Mal neo skn low limb NOS,
+17371,"Basal cell carcinoma of skin of lower limb, including hip",Basl cell ca skn low lmb,
+17372,"Squamous cell carcinoma of skin of lower limb, including hip",Sqam cell ca skn low lmb,
+17379,"Other specified malignant neoplasm of skin of lower limb, including hip",Mal neo skin low lmb NEC,
+17380,Unspecified malignant neoplasm of other specified sites of skin,Mal neo skn site NEC/NOS,
+17381,Basal cell carcinoma of other specified sites of skin,Bsl cell ca skn site NEC,
+17382,Squamous cell carcinoma of other specified sites of skin,Sqm cell ca skn site NEC,
+17389,Other specified malignant neoplasm of other specified sites of skin,Oth mal neo skn site NEC,
+17390,"Unspecified malignant neoplasm of skin, site unspecified",Malig neo skin site NOS,
+17391,"Basal cell carcinoma of skin, site unspecified",Basal cell ca skin NOS,
+17392,"Squamous cell carcinoma of skin, site unspecified",Squam cell ca skin NOS,
+17399,"Other specified malignant neoplasm of skin, site unspecified",Oth mal neo skn site NOS,
+1740,Malignant neoplasm of nipple and areola of female breast,Malig neo nipple,
+1741,Malignant neoplasm of central portion of female breast,Mal neo breast-central,
+1742,Malignant neoplasm of upper-inner quadrant of female breast,Mal neo breast up-inner,
+1743,Malignant neoplasm of lower-inner quadrant of female breast,Mal neo breast low-inner,
+1744,Malignant neoplasm of upper-outer quadrant of female breast,Mal neo breast up-outer,
+1745,Malignant neoplasm of lower-outer quadrant of female breast,Mal neo breast low-outer,
+1746,Malignant neoplasm of axillary tail of female breast,Mal neo breast-axillary,
+1748,Malignant neoplasm of other specified sites of female breast,Malign neopl breast NEC,
+1749,"Malignant neoplasm of breast (female), unspecified",Malign neopl breast NOS,
+1750,Malignant neoplasm of nipple and areola of male breast,Mal neo male nipple,
+1759,Malignant neoplasm of other and unspecified sites of male breast,Mal neo male breast NEC,
+1760,"Kaposi's sarcoma, skin",Skin - kaposi's sarcoma,
+1761,"Kaposi's sarcoma, soft tissue",Sft tisue - kpsi's srcma,
+1762,"Kaposi's sarcoma, palate",Palate - kpsi's sarcoma,
+1763,"Kaposi's sarcoma, gastrointestinal sites",GI sites - kpsi's srcoma,
+1764,"Kaposi's sarcoma, lung",Lung - kaposi's sarcoma,
+1765,"Kaposi's sarcoma, lymph nodes",Lym nds - kpsi's sarcoma,
+1768,"Kaposi's sarcoma, other specified sites",Spf sts - kpsi's sarcoma,
+1769,"Kaposi's sarcoma, unspecified site",Kaposi's sarcoma NOS,
+179,"Malignant neoplasm of uterus, part unspecified",Malig neopl uterus NOS,
+1800,Malignant neoplasm of endocervix,Malig neo endocervix,
+1801,Malignant neoplasm of exocervix,Malig neo exocervix,
+1808,Malignant neoplasm of other specified sites of cervix,Malig neo cervix NEC,
+1809,"Malignant neoplasm of cervix uteri, unspecified site",Mal neo cervix uteri NOS,
+181,Malignant neoplasm of placenta,Malignant neopl placenta,
+1820,"Malignant neoplasm of corpus uteri, except isthmus",Malig neo corpus uteri,
+1821,Malignant neoplasm of isthmus,Mal neo uterine isthmus,
+1828,Malignant neoplasm of other specified sites of body of uterus,Mal neo body uterus NEC,
+1830,Malignant neoplasm of ovary,Malign neopl ovary,
+1832,Malignant neoplasm of fallopian tube,Mal neo fallopian tube,
+1833,Malignant neoplasm of broad ligament of uterus,Mal neo broad ligament,
+1834,Malignant neoplasm of parametrium,Malig neo parametrium,
+1835,Malignant neoplasm of round ligament of uterus,Mal neo round ligament,
+1838,Malignant neoplasm of other specified sites of uterine adnexa,Mal neo adnexa NEC,
+1839,"Malignant neoplasm of uterine adnexa, unspecified site",Mal neo adnexa NOS,
+1840,Malignant neoplasm of vagina,Malign neopl vagina,
+1841,Malignant neoplasm of labia majora,Mal neo labia majora,
+1842,Malignant neoplasm of labia minora,Mal neo labia minora,
+1843,Malignant neoplasm of clitoris,Malign neopl clitoris,
+1844,"Malignant neoplasm of vulva, unspecified site",Malign neopl vulva NOS,
+1848,Malignant neoplasm of other specified sites of female genital organs,Mal neo female genit NEC,
+1849,"Malignant neoplasm of female genital organ, site unspecified",Mal neo female genit NOS,
+185,Malignant neoplasm of prostate,Malign neopl prostate,
+1860,Malignant neoplasm of undescended testis,Mal neo undescend testis,
+1869,Malignant neoplasm of other and unspecified testis,Malig neo testis NEC,
+1871,Malignant neoplasm of prepuce,Malign neopl prepuce,
+1872,Malignant neoplasm of glans penis,Malig neo glans penis,
+1873,Malignant neoplasm of body of penis,Malig neo penis body,
+1874,"Malignant neoplasm of penis, part unspecified",Malig neo penis NOS,
+1875,Malignant neoplasm of epididymis,Malig neo epididymis,
+1876,Malignant neoplasm of spermatic cord,Mal neo spermatic cord,
+1877,Malignant neoplasm of scrotum,Malign neopl scrotum,
+1878,Malignant neoplasm of other specified sites of male genital organs,Mal neo male genital NEC,
+1879,"Malignant neoplasm of male genital organ, site unspecified",Mal neo male genital NOS,
+1880,Malignant neoplasm of trigone of urinary bladder,Mal neo bladder-trigone,
+1881,Malignant neoplasm of dome of urinary bladder,Mal neo bladder-dome,
+1882,Malignant neoplasm of lateral wall of urinary bladder,Mal neo bladder-lateral,
+1883,Malignant neoplasm of anterior wall of urinary bladder,Mal neo bladder-anterior,
+1884,Malignant neoplasm of posterior wall of urinary bladder,Mal neo bladder-post,
+1885,Malignant neoplasm of bladder neck,Mal neo bladder neck,
+1886,Malignant neoplasm of ureteric orifice,Mal neo ureteric orifice,
+1887,Malignant neoplasm of urachus,Malig neo urachus,
+1888,Malignant neoplasm of other specified sites of bladder,Malig neo bladder NEC,
+1889,"Malignant neoplasm of bladder, part unspecified",Malig neo bladder NOS,
+1890,"Malignant neoplasm of kidney, except pelvis",Malig neopl kidney,
+1891,Malignant neoplasm of renal pelvis,Malig neo renal pelvis,
+1892,Malignant neoplasm of ureter,Malign neopl ureter,
+1893,Malignant neoplasm of urethra,Malign neopl urethra,
+1894,Malignant neoplasm of paraurethral glands,Mal neo paraurethral,
+1898,Malignant neoplasm of other specified sites of urinary organs,Mal neo urinary NEC,
+1899,"Malignant neoplasm of urinary organ, site unspecified",Mal neo urinary NOS,
+1900,"Malignant neoplasm of eyeball, except conjunctiva, cornea, retina, and choroid",Malign neopl eyeball,
+1901,Malignant neoplasm of orbit,Malign neopl orbit,
+1902,Malignant neoplasm of lacrimal gland,Mal neo lacrimal gland,
+1903,Malignant neoplasm of conjunctiva,Mal neo conjunctiva,
+1904,Malignant neoplasm of cornea,Malign neopl cornea,
+1905,Malignant neoplasm of retina,Malign neopl retina,
+1906,Malignant neoplasm of choroid,Malign neopl choroid,
+1907,Malignant neoplasm of lacrimal duct,Mal neo lacrimal duct,
+1908,Malignant neoplasm of other specified sites of eye,Malign neopl eye NEC,
+1909,"Malignant neoplasm of eye, part unspecified",Malign neopl eye NOS,
+1910,"Malignant neoplasm of cerebrum, except lobes and ventricles",Malign neopl cerebrum,
+1911,Malignant neoplasm of frontal lobe,Malig neo frontal lobe,
+1912,Malignant neoplasm of temporal lobe,Mal neo temporal lobe,
+1913,Malignant neoplasm of parietal lobe,Mal neo parietal lobe,
+1914,Malignant neoplasm of occipital lobe,Mal neo occipital lobe,
+1915,Malignant neoplasm of ventricles,Mal neo cereb ventricle,
+1916,Malignant neoplasm of cerebellum nos,Mal neo cerebellum NOS,
+1917,Malignant neoplasm of brain stem,Mal neo brain stem,
+1918,Malignant neoplasm of other parts of brain,Malig neo brain NEC,
+1919,"Malignant neoplasm of brain, unspecified",Malig neo brain NOS,
+1920,Malignant neoplasm of cranial nerves,Mal neo cranial nerves,
+1921,Malignant neoplasm of cerebral meninges,Mal neo cerebral mening,
+1922,Malignant neoplasm of spinal cord,Mal neo spinal cord,
+1923,Malignant neoplasm of spinal meninges,Mal neo spinal meninges,
+1928,Malignant neoplasm of other specified sites of nervous system,Mal neo nervous syst NEC,
+1929,"Malignant neoplasm of nervous system, part unspecified",Mal neo nervous syst NOS,
+193,Malignant neoplasm of thyroid gland,Malign neopl thyroid,
+1940,Malignant neoplasm of adrenal gland,Malign neopl adrenal,
+1941,Malignant neoplasm of parathyroid gland,Malig neo parathyroid,
+1943,Malignant neoplasm of pituitary gland and craniopharyngeal duct,Malig neo pituitary,
+1944,Malignant neoplasm of pineal gland,Malign neo pineal gland,
+1945,Malignant neoplasm of carotid body,Mal neo carotid body,
+1946,Malignant neoplasm of aortic body and other paraganglia,Mal neo paraganglia NEC,
+1948,Malignant neoplasm of other endocrine glands and related structures,Mal neo endocrine NEC,
+1949,"Malignant neoplasm of endocrine gland, site unspecified",Mal neo endocrine NOS,
+1950,"Malignant neoplasm of head, face, and neck",Mal neo head/face/neck,
+1951,Malignant neoplasm of thorax,Malign neopl thorax,
+1952,Malignant neoplasm of abdomen,Malig neo abdomen,
+1953,Malignant neoplasm of pelvis,Malign neopl pelvis,
+1954,Malignant neoplasm of upper limb,Malign neopl arm,
+1955,Malignant neoplasm of lower limb,Malign neopl leg,
+1958,Malignant neoplasm of other specified sites,Malig neo site NEC,
+1960,"Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck",Mal neo lymph-head/neck,
+1961,Secondary and unspecified malignant neoplasm of intrathoracic lymph nodes,Mal neo lymph-intrathor,
+1962,Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes,Mal neo lymph intra-abd,
+1963,Secondary and unspecified malignant neoplasm of lymph nodes of axilla and upper limb,Mal neo lymph-axilla/arm,
+1965,Secondary and unspecified malignant neoplasm of lymph nodes of inguinal region and lower limb,Mal neo lymph-inguin/leg,
+1966,Secondary and unspecified malignant neoplasm of intrapelvic lymph nodes,Mal neo lymph-intrapelv,
+1968,Secondary and unspecified malignant neoplasm of lymph nodes of multiple sites,Mal neo lymph node-mult,
+1969,"Secondary and unspecified malignant neoplasm of lymph nodes, site unspecified",Mal neo lymph node NOS,
+1970,Secondary malignant neoplasm of lung,Secondary malig neo lung,
+1971,Secondary malignant neoplasm of mediastinum,Sec mal neo mediastinum,
+1972,Secondary malignant neoplasm of pleura,Second malig neo pleura,
+1973,Secondary malignant neoplasm of other respiratory organs,Sec malig neo resp NEC,
+1974,Secondary malignant neoplasm of small intestine including duodenum,Sec malig neo sm bowel,
+1975,Secondary malignant neoplasm of large intestine and rectum,Sec malig neo lg bowel,
+1976,Secondary malignant neoplasm of retroperitoneum and peritoneum,Sec mal neo peritoneum,
+1977,"Malignant neoplasm of liver, secondary",Second malig neo liver,
+1978,Secondary malignant neoplasm of other digestive organs and spleen,Sec mal neo GI NEC,
+1980,Secondary malignant neoplasm of kidney,Second malig neo kidney,
+1981,Secondary malignant neoplasm of other urinary organs,Sec malig neo urin NEC,
+1982,Secondary malignant neoplasm of skin,Secondary malig neo skin,
+1983,Secondary malignant neoplasm of brain and spinal cord,Sec mal neo brain/spine,
+1984,Secondary malignant neoplasm of other parts of nervous system,Sec malig neo nerve NEC,
+1985,Secondary malignant neoplasm of bone and bone marrow,Secondary malig neo bone,
+1986,Secondary malignant neoplasm of ovary,Second malig neo ovary,
+1987,Secondary malignant neoplasm of adrenal gland,Second malig neo adrenal,
+19881,Secondary malignant neoplasm of breast,Second malig neo breast,
+19882,Secondary malignant neoplasm of genital organs,Second malig neo genital,
+19889,Secondary malignant neoplasm of other specified sites,Secondary malig neo NEC,
+1990,Disseminated malignant neoplasm without specification of site,Malig neo disseminated,
+1991,Other malignant neoplasm without specification of site,Malignant neoplasm NOS,
+1992,Malignant neoplasm associated with transplant organ,Malig neopl-transp organ,
+20000,"Reticulosarcoma, unspecified site, extranodal and solid organ sites",Retclsrc unsp xtrndl org,
+20001,"Reticulosarcoma, lymph nodes of head, face, and neck",Reticulosarcoma head,
+20002,"Reticulosarcoma, intrathoracic lymph nodes",Reticulosarcoma thorax,
+20003,"Reticulosarcoma, intra-abdominal lymph nodes",Reticulosarcoma abdom,
+20004,"Reticulosarcoma, lymph nodes of axilla and upper limb",Reticulosarcoma axilla,
+20005,"Reticulosarcoma, lymph nodes of inguinal region and lower limb",Reticulosarcoma inguin,
+20006,"Reticulosarcoma, intrapelvic lymph nodes",Reticulosarcoma pelvic,
+20007,"Reticulosarcoma, spleen",Reticulosarcoma spleen,
+20008,"Reticulosarcoma, lymph nodes of multiple sites",Reticulosarcoma mult,
+20010,"Lymphosarcoma, unspecified site, extranodal and solid organ sites",Lymphsrc unsp xtrndl org,
+20011,"Lymphosarcoma, lymph nodes of head, face, and neck",Lymphosarcoma head,
+20012,"Lymphosarcoma, intrathoracic lymph nodes",Lymphosarcoma thorax,
+20013,"Lymphosarcoma, intra-abdominal lymph nodes",Lymphosarcoma abdom,
+20014,"Lymphosarcoma, lymph nodes of axilla and upper limb",Lymphosarcoma axilla,
+20015,"Lymphosarcoma, lymph nodes of inguinal region and lower limb",Lymphosarcoma inguin,
+20016,"Lymphosarcoma, intrapelvic lymph nodes",Lymphosarcoma pelvic,
+20017,"Lymphosarcoma, spleen",Lymphosarcoma spleen,
+20018,"Lymphosarcoma, lymph nodes of multiple sites",Lymphosarcoma mult,
+20020,"Burkitt's tumor or lymphoma, unspecified site, extranodal and solid organ sites",Brkt tmr unsp xtrndl org,
+20021,"Burkitt's tumor or lymphoma, lymph nodes of head, face, and neck",Burkitt's tumor head,
+20022,"Burkitt's tumor or lymphoma, intrathoracic lymph nodes",Burkitt's tumor thorax,
+20023,"Burkitt's tumor or lymphoma, intra-abdominal lymph nodes",Burkitt's tumor abdom,
+20024,"Burkitt's tumor or lymphoma, lymph nodes of axilla and upper limb",Burkitt's tumor axilla,
+20025,"Burkitt's tumor or lymphoma, lymph nodes of inguinal region and lower limb",Burkitt's tumor inguin,
+20026,"Burkitt's tumor or lymphoma, intrapelvic lymph nodes",Burkitt's tumor pelvic,
+20027,"Burkitt's tumor or lymphoma, spleen",Burkitt's tumor spleen,
+20028,"Burkitt's tumor or lymphoma, lymph nodes of multiple sites",Burkitt's tumor mult,
+20030,"Marginal zone lymphoma, unspecified site, extranodal and solid organ sites",Margnl zone lym xtrndl,
+20031,"Marginal zone lymphoma, lymph nodes of head, face, and neck",Margin zone lym head,
+20032,"Marginal zone lymphoma, intrathoracic lymph nodes",Margin zone lym thorax,
+20033,"Marginal zone lymphoma, intraabdominal lymph nodes",Margin zone lym abdom,
+20034,"Marginal zone lymphoma, lymph nodes of axilla and upper limb",Margin zone lym axilla,
+20035,"Marginal zone lymphoma, lymph nodes of inguinal region and lower limb",Margin zone lym inguin,
+20036,"Marginal zone lymphoma, intrapelvic lymph nodes",Margin zone lym pelvic,
+20037,"Marginal zone lymphoma, spleen",Margin zone lymph spleen,
+20038,"Marginal zone lymphoma, lymph nodes of multiple sites",Margin zone lymph multip,
+20040,"Mantle cell lymphoma, unspecified site, extranodal and solid organ sites",Mantle cell lym xtrrndl,
+20041,"Mantle cell lymphoma, lymph nodes of head, face, and neck",Mantle cell lymph head,
+20042,"Mantle cell lymphoma, intrathoracic lymph nodes",Mantle cell lymph thorax,
+20043,"Mantle cell lymphoma, intra-abdominal lymph nodes",Mantle cell lymph abdom,
+20044,"Mantle cell lymphoma, lymph nodes of axilla and upper limb",Mantle cell lymph axilla,
+20045,"Mantle cell lymphoma, lymph nodes of inguinal region and lower limb",Mantle cell lymph inguin,
+20046,"Mantle cell lymphoma, intrapelvic lymph nodes",Mantle cell lymph pelvic,
+20047,"Mantle cell lymphoma, spleen",Mantle cell lymph spleen,
+20048,"Mantle cell lymphoma, lymph nodes of multiple sites",Mantle cell lymph multip,
+20050,"Primary central nervous system lymphoma, unspecified site, extranodal and solid organ sites",Primary CNS lymph xtrndl,
+20051,"Primary central nervous system lymphoma, lymph nodes of head, face, and neck",Primary CNS lymph head,
+20052,"Primary central nervous system lymphoma, intrathoracic lymph nodes",Primary CNS lymph thorax,
+20053,"Primary central nervous system lymphoma, intra-abdominal lymph nodes",Primary CNS lymph abdom,
+20054,"Primary central nervous system lymphoma, lymph nodes of axilla and upper limb",Primary CNS lymph axilla,
+20055,"Primary central nervous system lymphoma, lymph nodes of inguinal region and lower limb",Primary CNS lym inguin,
+20056,"Primary central nervous system lymphoma, intrapelvic lymph nodes",Primary CNS lymph pelvic,
+20057,"Primary central nervous system lymphoma, spleen",Primary CNS lymph spleen,
+20058,"Primary central nervous system lymphoma, lymph nodes of multiple sites",Primary CNS lymph multip,
+20060,"Anaplastic large cell lymphoma, unspecified site, extranodal and solid organ sites",Anaplastic lymph xtrndl,
+20061,"Anaplastic large cell lymphoma, lymph nodes of head, face, and neck",Anaplastic lymph head,
+20062,"Anaplastic large cell lymphoma, intrathoracic lymph nodes",Anaplastic lymph thorax,
+20063,"Anaplastic large cell lymphoma, intra-abdominal lymph nodes",Anaplastic lymph abdom,
+20064,"Anaplastic large cell lymphoma, lymph nodes of axilla and upper limb",Anaplastic lymph axilla,
+20065,"Anaplastic large cell lymphoma, lymph nodes of inguinal region and lower limb",Anaplastic lymph inguin,
+20066,"Anaplastic large cell lymphoma, intrapelvic lymph nodes",Anaplastic lymph pelvic,
+20067,"Anaplastic large cell lymphoma, spleen",Anaplastic lymph spleen,
+20068,"Anaplastic large cell lymphoma, lymph nodes of multiple sites",Anaplastic lymph multip,
+20070,"Large cell lymphoma, unspecified site, extranodal and solid organ sites",Large cell lymph xtrndl,
+20071,"Large cell lymphoma, lymph nodes of head, face, and neck",Large cell lymphoma head,
+20072,"Large cell lymphoma, intrathoracic lymph nodes",Large cell lymph thorax,
+20073,"Large cell lymphoma, intra-abdominal lymph nodes",Large cell lymph abdom,
+20074,"Large cell lymphoma, lymph nodes of axilla and upper limb",Large cell lymph axilla,
+20075,"Large cell lymphoma, lymph nodes of inguinal region and lower limb",Large cell lymph inguin,
+20076,"Large cell lymphoma, intrapelvic lymph nodes",Large cell lymph pelvic,
+20077,"Large cell lymphoma, spleen",Large cell lymph spleen,
+20078,"Large cell lymphoma, lymph nodes of multiple sites",Large cell lymph multip,
+20080,"Other named variants of lymphosarcoma and reticulosarcoma, unspecified site, extranodal and solid organ sites",Oth varn unsp xtrndl org,
+20081,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of head, face, and neck",Mixed lymphosarc head,
+20082,"Other named variants of lymphosarcoma and reticulosarcoma,intrathoracic lymph nodes",Mixed lymphosarc thorax,
+20083,"Other named variants of lymphosarcoma and reticulosarcoma, intra-abdominal lymph nodes",Mixed lymphosarc abdom,
+20084,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of axilla and upper limb",Mixed lymphosarc axilla,
+20085,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of inguinal region and lower limb",Mixed lymphosarc inguin,
+20086,"Other named variants of lymphosarcoma and reticulosarcoma, intrapelvic lymph nodes",Mixed lymphosarc pelvic,
+20087,"Other named variants of lymphosarcoma and reticulosarcoma, spleen",Mixed lymphosarc spleen,
+20088,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of multiple sites",Mixed lymphosarc mult,
+20100,"Hodgkin's paragranuloma, unspecified site, extranodal and solid organ sites",Hdgk prg unsp xtrndl org,
+20101,"Hodgkin's paragranuloma, lymph nodes of head, face, and neck",Hodgkins paragran head,
+20102,"Hodgkin's paragranuloma, intrathoracic lymph nodes",Hodgkins paragran thorax,
+20103,"Hodgkin's paragranuloma, intra-abdominal lymph nodes",Hodgkins paragran abdom,
+20104,"Hodgkin's paragranuloma, lymph nodes of axilla and upper limb",Hodgkins paragran axilla,
+20105,"Hodgkin's paragranuloma, lymph nodes of inguinal region and lower limb",Hodgkins paragran inguin,
+20106,"Hodgkin's paragranuloma, intrapelvic lymph nodes",Hodgkins paragran pelvic,
+20107,"Hodgkin's paragranuloma, spleen",Hodgkins paragran spleen,
+20108,"Hodgkin's paragranuloma, lymph nodes of multiple sites",Hodgkins paragran mult,
+20110,"Hodgkin's granuloma, unspecified site, extranodal and solid organ sites",Hdgk grn unsp xtrndl org,
+20111,"Hodgkin's granuloma, lymph nodes of head, face, and neck",Hodgkins granulom head,
+20112,"Hodgkin's granuloma, intrathoracic lymph nodes",Hodgkins granulom thorax,
+20113,"Hodgkin's granuloma, intra-abdominal lymph nodes",Hodgkins granulom abdom,
+20114,"Hodgkin's granuloma, lymph nodes of axilla and upper limb",Hodgkins granulom axilla,
+20115,"Hodgkin's granuloma, lymph nodes of inguinal region and lower limb",Hodgkins granulom inguin,
+20116,"Hodgkin's granuloma, intrapelvic lymph nodes",Hodgkins granulom pelvic,
+20117,"Hodgkin's granuloma, spleen",Hodgkins granulom spleen,
+20118,"Hodgkin's granuloma, lymph nodes of multiple sites",Hodgkins granulom mult,
+20120,"Hodgkin's sarcoma, unspecified site, extranodal and solid organ sites",Hdgk src unsp xtrndl org,
+20121,"Hodgkin's sarcoma, lymph nodes of head, face, and neck",Hodgkins sarcoma head,
+20122,"Hodgkin's sarcoma, intrathoracic lymph nodes",Hodgkins sarcoma thorax,
+20123,"Hodgkin's sarcoma, intra-abdominal lymph nodes",Hodgkins sarcoma abdom,
+20124,"Hodgkin's sarcoma, lymph nodes of axilla and upper limb",Hodgkins sarcoma axilla,
+20125,"Hodgkin's sarcoma, lymph nodes of inguinal region and lower limb",Hodgkins sarcoma inguin,
+20126,"Hodgkin's sarcoma, intrapelvic lymph nodes",Hodgkins sarcoma pelvic,
+20127,"Hodgkin's sarcoma, spleen",Hodgkins sarcoma spleen,
+20128,"Hodgkin's sarcoma, lymph nodes of multiple sites",Hodgkins sarcoma mult,
+20140,"Hodgkin's disease, lymphocytic-histiocytic predominance, unspecified site, extranodal and solid organ sites",Lym-hst unsp xtrndl orgn,
+20141,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of head, face, and neck",Hodg lymph-histio head,
+20142,"Hodgkin's disease, lymphocytic-histiocytic predominance, intrathoracic lymph nodes",Hodg lymph-histio thorax,
+20143,"Hodgkin's disease, lymphocytic-histiocytic predominance, intra-abdominal lymph nodes",Hodg lymph-histio abdom,
+20144,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of axilla and upper limb",Hodg lymph-histio axilla,
+20145,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of inguinal region and lower limb",Hodg lymph-histio inguin,
+20146,"Hodgkin's disease, lymphocytic-histiocytic predominance, intrapelvic lymph nodes",Hodg lymph-histio pelvic,
+20147,"Hodgkin's disease, lymphocytic-histiocytic predominance, spleen",Hodg lymph-histio spleen,
+20148,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of multiple sites",Hodg lymph-histio mult,
+20150,"Hodgkin's disease, nodular sclerosis, unspecified site, extranodal and solid organ sites",Ndr sclr unsp xtrndl org,
+20151,"Hodgkin's disease, nodular sclerosis, lymph nodes of head, face, and neck",Hodg nodul sclero head,
+20152,"Hodgkin's disease, nodular sclerosis, intrathoracic lymph nodes",Hodg nodul sclero thorax,
+20153,"Hodgkin's disease, nodular sclerosis, intra-abdominal lymph nodes",Hodg nodul sclero abdom,
+20154,"Hodgkin's disease, nodular sclerosis, lymph nodes of axilla and upper limb",Hodg nodul sclero axilla,
+20155,"Hodgkin's disease, nodular sclerosis, lymph nodes of inguinal region and lower limb",Hodg nodul sclero inguin,
+20156,"Hodgkin's disease, nodular sclerosis, intrapelvic lymph nodes",Hodg nodul sclero pelvic,
+20157,"Hodgkin's disease, nodular sclerosis, spleen",Hodg nodul sclero spleen,
+20158,"Hodgkin's disease, nodular sclerosis, lymph nodes of multiple sites",Hodg nodul sclero mult,
+20160,"Hodgkin's disease, mixed cellularity, unspecified site, extranodal and solid organ sites",Mxd celr unsp xtrndl org,
+20161,"Hodgkin's disease, mixed cellularity, lymph nodes of head, face, and neck",Hodgkins mix cell head,
+20162,"Hodgkin's disease, mixed cellularity, intrathoracic lymph nodes",Hodgkins mix cell thorax,
+20163,"Hodgkin's disease, mixed cellularity, intra-abdominal lymph nodes",Hodgkins mix cell abdom,
+20164,"Hodgkin's disease, mixed cellularity, lymph nodes of axilla and upper limb",Hodgkins mix cell axilla,
+20165,"Hodgkin's disease, mixed cellularity, lymph nodes of inguinal region and lower limb",Hodgkins mix cell inguin,
+20166,"Hodgkin's disease, mixed cellularity, intrapelvic lymph nodes",Hodgkins mix cell pelvic,
+20167,"Hodgkin's disease, mixed cellularity, spleen",Hodgkins mix cell spleen,
+20168,"Hodgkin's disease, mixed cellularity, lymph nodes of multiple sites",Hodgkins mix cell mult,
+20170,"Hodgkin's disease, lymphocytic depletion, unspecified site, extranodal and solid organ sites",Lym dplt unsp xtrndl org,
+20171,"Hodgkin's disease, lymphocytic depletion, lymph nodes of head, face, and neck",Hodg lymph deplet head,
+20172,"Hodgkin's disease, lymphocytic depletion, intrathoracic lymph nodes",Hodg lymph deplet thorax,
+20173,"Hodgkin's disease, lymphocytic depletion, intra-abdominal lymph nodes",Hodg lymph deplet abdom,
+20174,"Hodgkin's disease, lymphocytic depletion, lymph nodes of axilla and upper limb",Hodg lymph deplet axilla,
+20175,"Hodgkin's disease, lymphocytic depletion, lymph nodes of inguinal region and lower limb",Hodg lymph deplet inguin,
+20176,"Hodgkin's disease, lymphocytic depletion, intrapelvic lymph nodes",Hodg lymph deplet pelvic,
+20177,"Hodgkin's disease, lymphocytic depletion, spleen",Hodg lymph deplet spleen,
+20178,"Hodgkin's disease, lymphocytic depletion, lymph nodes of multiple sites",Hodg lymph deplet mult,
+20190,"Hodgkin's disease, unspecified type, unspecified site, extranodal and solid organ sites",Hdgk dis unsp xtrndl org,
+20191,"Hodgkin's disease, unspecified type, lymph nodes of head, face, and neck",Hodgkins dis NOS head,
+20192,"Hodgkin's disease, unspecified type, intrathoracic lymph nodes",Hodgkins dis NOS thorax,
+20193,"Hodgkin's disease, unspecified type, intra-abdominal lymph nodes",Hodgkins dis NOS abdom,
+20194,"Hodgkin's disease, unspecified type, lymph nodes of axilla and upper limb",Hodgkins dis NOS axilla,
+20195,"Hodgkin's disease, unspecified type, lymph nodes of inguinal region and lower limb",Hodgkins dis NOS inguin,
+20196,"Hodgkin's disease, unspecified type, intrapelvic lymph nodes",Hodgkins dis NOS pelvic,
+20197,"Hodgkin's disease, unspecified type, spleen",Hodgkins dis NOS spleen,
+20198,"Hodgkin's disease, unspecified type, lymph nodes of multiple sites",Hodgkins dis NOS mult,
+20200,"Nodular lymphoma, unspecified site, extranodal and solid organ sites",Ndlr lym unsp xtrndl org,
+20201,"Nodular lymphoma, lymph nodes of head, face, and neck",Nodular lymphoma head,
+20202,"Nodular lymphoma, intrathoracic lymph nodes",Nodular lymphoma thorax,
+20203,"Nodular lymphoma, intra-abdominal lymph nodes",Nodular lymphoma abdom,
+20204,"Nodular lymphoma, lymph nodes of axilla and upper limb",Nodular lymphoma axilla,
+20205,"Nodular lymphoma, lymph nodes of inguinal region and lower limb",Nodular lymphoma inguin,
+20206,"Nodular lymphoma, intrapelvic lymph nodes",Nodular lymphoma pelvic,
+20207,"Nodular lymphoma, spleen",Nodular lymphoma spleen,
+20208,"Nodular lymphoma, lymph nodes of multiple sites",Nodular lymphoma mult,
+20210,"Mycosis fungoides, unspecified site, extranodal and solid organ sites",Mycs fng unsp xtrndl org,
+20211,"Mycosis fungoides, lymph nodes of head, face, and neck",Mycosis fungoides head,
+20212,"Mycosis fungoides, intrathoracic lymph nodes",Mycosis fungoides thorax,
+20213,"Mycosis fungoides, intra-abdominal lymph nodes",Mycosis fungoides abdom,
+20214,"Mycosis fungoides, lymph nodes of axilla and upper limb",Mycosis fungoides axilla,
+20215,"Mycosis fungoides, lymph nodes of inguinal region and lower limb",Mycosis fungoides inguin,
+20216,"Mycosis fungoides, intrapelvic lymph nodes",Mycosis fungoides pelvic,
+20217,"Mycosis fungoides, spleen",Mycosis fungoides spleen,
+20218,"Mycosis fungoides, lymph nodes of multiple sites",Mycosis fungoides mult,
+20220,"Sezary's disease, unspecified site, extranodal and solid organ sites",Szry dis unsp xtrndl org,
+20221,"Sezary's disease, lymph nodes of head, face, and neck",Sezary's disease head,
+20222,"Sezary's disease, intrathoracic lymph nodes",Sezary's disease thorax,
+20223,"Sezary's disease, intra-abdominal lymph nodes",Sezary's disease abdom,
+20224,"Sezary's disease, lymph nodes of axilla and upper limb",Sezary's disease axilla,
+20225,"Sezary's disease, lymph nodes of inguinal region and lower limb",Sezary's disease inguin,
+20226,"Sezary's disease, intrapelvic lymph nodes",Sezary's disease pelvic,
+20227,"Sezary's disease, spleen",Sezary's disease spleen,
+20228,"Sezary's disease, lymph nodes of multiple sites",Sezary's disease mult,
+20230,"Malignant histiocytosis, unspecified site, extranodal and solid organ sites",Mlg hist unsp xtrndl org,
+20231,"Malignant histiocytosis, lymph nodes of head, face, and neck",Mal histiocytosis head,
+20232,"Malignant histiocytosis, intrathoracic lymph nodes",Mal histiocytosis thorax,
+20233,"Malignant histiocytosis, intra-abdominal lymph nodes",Mal histiocytosis abdom,
+20234,"Malignant histiocytosis, lymph nodes of axilla and upper limb",Mal histiocytosis axilla,
+20235,"Malignant histiocytosis, lymph nodes of inguinal region and lower limb",Mal histiocytosis inguin,
+20236,"Malignant histiocytosis, intrapelvic lymph nodes",Mal histiocytosis pelvic,
+20237,"Malignant histiocytosis, spleen",Mal histiocytosis spleen,
+20238,"Malignant histiocytosis, lymph nodes of multiple sites",Mal histiocytosis mult,
+20240,"Leukemic reticuloendotheliosis, unspecified site, extranodal and solid organ sites",Lk rtctl unsp xtrndl org,
+20241,"Leukemic reticuloendotheliosis, lymph nodes of head, face, and neck",Hairy-cell leukem head,
+20242,"Leukemic reticuloendotheliosis, intrathoracic lymph nodes",Hairy-cell leukem thorax,
+20243,"Leukemic reticuloendotheliosis, intra-abdominal lymph nodes",Hairy-cell leukem abdom,
+20244,"Leukemic reticuloendotheliosis, lymph nodes of axilla and upper arm",Hairy-cell leukem axilla,
+20245,"Leukemic reticuloendotheliosis, lymph nodes of inguinal region and lower limb",Hairy-cell leukem inguin,
+20246,"Leukemic reticuloendotheliosis, intrapelvic lymph nodes",Hairy-cell leukem pelvic,
+20247,"Leukemic reticuloendotheliosis, spleen",Hairy-cell leukem spleen,
+20248,"Leukemic reticuloendotheliosis, lymph nodes of multiple sites",Hairy-cell leukem mult,
+20250,"Letterer-siwe disease, unspecified site, extranodal and solid organ sites",Ltr-siwe unsp xtrndl org,
+20251,"Letterer-siwe disease, lymph nodes of head, face, and neck",Letterer-siwe dis head,
+20252,"Letterer-siwe disease, intrathoracic lymph nodes",Letterer-siwe dis thorax,
+20253,"Letterer-siwe disease, intra-abdominal lymph nodes",Letterer-siwe dis abdom,
+20254,"Letterer-siwe disease, lymph nodes of axilla and upper limb",Letterer-siwe dis axilla,
+20255,"Letterer-siwe disease, lymph nodes of inguinal region and lower limb",Letterer-siwe dis inguin,
+20256,"Letterer-siwe disease, intrapelvic lymph nodes",Letterer-siwe dis pelvic,
+20257,"Letterer-siwe disease, spleen",Letterer-siwe dis spleen,
+20258,"Letterer-siwe disease, lymph nodes of multiple sites",Letterer-siwe dis mult,
+20260,"Malignant mast cell tumors, unspecified site, extranodal and solid organ sites",Mlg mast unsp xtrndl org,
+20261,"Malignant mast cell tumors, lymph nodes of head, face, and neck",Mal mastocytosis head,
+20262,"Malignant mast cell tumors, intrathoracic lymph nodes",Mal mastocytosis thorax,
+20263,"Malignant mast cell tumors, intra-abdominal lymph nodes",Mal mastocytosis abdom,
+20264,"Malignant mast cell tumors, lymph nodes of axilla and upper limb",Mal mastocytosis axilla,
+20265,"Malignant mast cell tumors, lymph nodes of inguinal region and lower limb",Mal mastocytosis inguin,
+20266,"Malignant mast cell tumors, intrapelvic lymph nodes",Mal mastocytosis pelvic,
+20267,"Malignant mast cell tumors, spleen",Mal mastocytosis spleen,
+20268,"Malignant mast cell tumors, lymph nodes of multiple sites",Mal mastocytosis mult,
+20270,"Peripheral T cell lymphoma, unspecified site, extranodal and solid organ sites",Periph T cell lym xtrndl,
+20271,"Peripheral T cell lymphoma, lymph nodes of head, face, and neck",Periph T cell lymph head,
+20272,"Peripheral T cell lymphoma, intrathoracic lymph nodes",Periph T cell lym thorax,
+20273,"Peripheral T cell lymphoma, intra-abdominal lymph nodes",Periph T cell lym abdom,
+20274,"Peripheral T cell lymphoma, lymph nodes of axilla and upper limb",Periph T cell lym axilla,
+20275,"Peripheral T cell lymphoma, lymph nodes of inguinal region and lower limb",Periph T cell lym inguin,
+20276,"Peripheral T cell lymphoma, intrapelvic lymph nodes",Periph T cell lym pelvic,
+20277,"Peripheral T cell lymphoma, spleen",Periph T cell lym spleen,
+20278,"Peripheral T cell lymphoma, lymph nodes of multiple sites",Periph T cell lym multip,
+20280,"Other malignant lymphomas, unspecified site, extranodal and solid organ sites",Oth lymp unsp xtrndl org,
+20281,"Other malignant lymphomas, lymph nodes of head, face, and neck",Lymphomas NEC head,
+20282,"Other malignant lymphomas, intrathoracic lymph nodes",Lymphomas NEC thorax,
+20283,"Other malignant lymphomas, intra-abdominal lymph nodes",Lymphomas NEC abdom,
+20284,"Other malignant lymphomas, lymph nodes of axilla and upper limb",Lymphomas NEC axilla,
+20285,"Other malignant lymphomas, lymph nodes of inguinal region and lower limb",Lymphomas NEC inguin,
+20286,"Other malignant lymphomas, intrapelvic lymph nodes",Lymphomas NEC pelvic,
+20287,"Other malignant lymphomas, spleen",Lymphomas NEC spleen,
+20288,"Other malignant lymphomas, lymph nodes of multiple sites",Lymphomas NEC mult,
+20290,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, unspecified site, extranodal and solid organ sites",Unsp lym unsp xtrndl org,
+20291,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of head, face, and neck",Lymphoid mal NEC head,
+20292,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intrathoracic lymph nodes",Lymphoid mal NEC thorax,
+20293,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intra-abdominal lymph nodes",Lymphoid mal NEC abdom,
+20294,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of axilla and upper limb",Lymphoid mal NEC axilla,
+20295,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of inguinal region and lower limb",Lymphoid mal NEC inguin,
+20296,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intrapelvic lymph nodes",Lymphoid mal NEC pelvic,
+20297,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, spleen",Lymphoid mal NEC spleen,
+20298,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of multiple sites",Lymphoid mal NEC mult,
+20300,"Multiple myeloma, without mention of having achieved remission",Mult mye w/o achv rmson,
+20301,"Multiple myeloma, in remission",Mult myelm w remission,
+20302,"Multiple myeloma, in relapse",Mult myeloma in relapse,
+20310,"Plasma cell leukemia, without mention of having achieved remission",Pls cl leu w/o achv rmsn,
+20311,"Plasma cell leukemia, in remission",Plsm cell leuk w rmson,
+20312,"Plasma cell leukemia, in relapse",Plsm cel leuk in relapse,
+20380,"Other immunoproliferative neoplasms, without mention of having achieved remission",Oth imno npl wo ach rmsn,
+20381,"Other immunoproliferative neoplasms, in remission",Oth imnprfl npl w rmsn,
+20382,"Other immunoproliferative neoplasms, in relapse",Oth imnprlf neo-relapse,
+20400,"Acute lymphoid leukemia, without mention of having achieved remission",Ac lym leuk wo achv rmsn,
+20401,"Acute lymphoid leukemia, in remission",Act lym leuk w rmsion,
+20402,"Acute lymphoid leukemia, in relapse",Act lymp leuk in relapse,
+20410,"Chronic lymphoid leukemia, without mention of having achieved remission",Ch lym leuk wo achv rmsn,
+20411,"Chronic lymphoid leukemia, in remission",Chr lym leuk w rmsion,
+20412,"Chronic lymphoid leukemia, in relapse",Chr lymp leuk in relapse,
+20420,"Subacute lymphoid leukemia, without mention of having achieved remission",Sbac lym leu wo ach rmsn,
+20421,"Subacute lymphoid leukemia, in remission",Sbac lym leuk w rmsion,
+20422,"Subacute lymphoid leukemia, in relapse",Sbac lym leuk in relapse,
+20480,"Other lymphoid leukemia, without mention of having achieved remission",Oth lym leu wo achv rmsn,
+20481,"Other lymphoid leukemia, in remission",Oth lym leuk w rmsion,
+20482,"Other lymphoid leukemia, in relapse",Oth lym leuk in relapse,
+20490,"Unspecified lymphoid leukemia, without mention of having achieved remission",Uns lym leu wo ach rmsn,
+20491,"Unspecified lymphoid leukemia, in remission",Uns lym leuk w rmsion,
+20492,"Unspecified lymphoid leukemia, in relapse",Lymp leuk NOS relapse,
+20500,"Acute myeloid leukemia, without mention of having achieved remission",Ac myl leuk wo achv rmsn,
+20501,"Acute myeloid leukemia, in remission",Act myl leuk w rmsion,
+20502,"Acute myeloid leukemia, in relapse",Act myel leuk in relapse,
+20510,"Chronic myeloid leukemia, without mention of having achieved remission",Ch myl leuk wo achv rmsn,
+20511,"Chronic myeloid leukemia, in remission",Chr myl leuk w rmsion,
+20512,"Chronic myeloid leukemia, in relapse",Chr myel leuk in relapse,
+20520,"Subacute myeloid leukemia, without mention of having achieved remission",Sbac myl leu wo ach rmsn,
+20521,"Subacute myeloid leukemia,in remission",Sbac myl leuk w rmsion,
+20522,"Subacute myeloid leukemia, in relapse",Sbac myl leuk in relapse,
+20530,"Myeloid sarcoma, without mention of having achieved remission",Myl sarcoma wo achv rmsn,
+20531,"Myeloid sarcoma, in remission",Myl srcoma w rmsion,
+20532,"Myeloid sarcoma, in relapse",Myel sarcoma in relapse,
+20580,"Other myeloid leukemia, without mention of having achieved remission",Oth my leuk wo achv rmsn,
+20581,"Other myeloid leukemia, in remission",Oth myl leuk w rmsion,
+20582,"Other myeloid leukemia, in relapse",Oth myel leuk in relapse,
+20590,"Unspecified myeloid leukemia, without mention of having achieved remission",Uns my leu wo ach rmsn,
+20591,"Unspecified myeloid leukemia, in remission",Uns myl leuk w rmsion,
+20592,"Unspecified myeloid leukemia, in relapse",Myel leuk NOS in relapse,
+20600,"Acute monocytic leukemia, without mention of having achieved remission",Ac mono leu wo achv rmsn,
+20601,"Acute monocytic leukemia,in remission",Act mono leuk w rmsion,
+20602,"Acute monocytic leukemia, in relapse",Act mono leuk in relapse,
+20610,"Chronic monocytic leukemia, without mention of having achieved remission",Ch mono leu wo achv rmsn,
+20611,"Chronic monocytic leukemia, in remission",Chr mono leuk w rmsion,
+20612,"Chronic monocytic leukemia, in relapse",Chr mono leuk in relapse,
+20620,"Subacute monocytic leukemia, without mention of having achieved remission",Sbac mno leu wo ach rmsn,
+20621,"Subacute monocytic leukemia, in remission",Sbac mono leuk w rmsion,
+20622,"Subacute monocytic leukemia, in relapse",Sbac mono leu in relapse,
+20680,"Other monocytic leukemia, without mention of having achieved remission",Ot mono leu wo achv rmsn,
+20681,"Other monocytic leukemia, in remission",Oth mono leuk w rmsion,
+20682,"Other monocytic leukemia, in relapse",Oth mono leuk in relapse,
+20690,"Unspecified monocytic leukemia, without mention of having achieved remission",Uns mno leu wo ach rmsn,
+20691,"Unspecified monocytic leukemia, in remission",Uns mono leuk w rmsion,
+20692,"Unspecified monocytic leukemia, in relapse",Mono leuk NOS relapse,
+20700,"Acute erythremia and erythroleukemia, without mention of having achieved remission",Ac erth/erlk wo ach rmsn,
+20701,"Acute erythremia and erythroleukemia, in remission",Act erth/erylk w rmson,
+20702,"Acute erythremia and erythroleukemia, in relapse",Ac erth/erylk in relapse,
+20710,"Chronic erythremia, without mention of having achieved remission",Chr erythrm w/o ach rmsn,
+20711,"Chronic erythremia, in remission",Chr erythrm w remision,
+20712,"Chronic erythremia, in relapse",Chr erythrmia in relapse,
+20720,"Megakaryocytic leukemia, without mention of having achieved remission",Mgkrcyt leuk wo ach rmsn,
+20721,"Megakaryocytic leukemia, in remission",Mgkrycyt leuk w rmsion,
+20722,"Megakaryocytic leukemia, in relapse",Mgkrycyt leuk in relapse,
+20780,"Other specified leukemia, without mention of having achieved remission",Oth leuk w/o achv rmsn,
+20781,"Other specified leukemia, in remission",Oth spf leuk w remsion,
+20782,"Other specified leukemia, in relapse",Oth spf leuk in relapse,
+20800,"Acute leukemia of unspecified cell type, without mention of having achieved remission",Ac leu un cl wo ach rmsn,
+20801,"Acute leukemia of unspecified cell type, in remission",Act leuk uns cl w rmson,
+20802,"Acute leukemia of unspecified cell type, in relapse",Ac leuk uns cl relapse,
+20810,"Chronic leukemia of unspecified cell type, without mention of having achieved remission",Ch leu un cl wo ach rmsn,
+20811,"Chronic leukemia of unspecified cell type, in remission",Chr leuk uns cl w rmson,
+20812,"Chronic leukemia of unspecified cell type, in relapse",Ch leu uns cl in relapse,
+20820,"Subacute leukemia of unspecified cell type, without mention of having achieved remission",Sbc leu un cl wo ah rmsn,
+20821,"Subacute leukemia of unspecified cell type, in remission",Sbac leuk uns cl w rmson,
+20822,"Subacute leukemia of unspecified cell type, in relapse",Sbac leu uns cl-relapse,
+20880,"Other leukemia of unspecified cell type, without mention of having achieved remission",Ot leu un cl wo ach rmsn,
+20881,"Other leukemia of unspecified cell type, in remission",Oth leuk uns cl w rmson,
+20882,"Other leukemia of unspecified cell type, in relapse",Oth leuk uns cl-relapse,
+20890,"Unspecified leukemia, without mention of having achieved remission",Leuk NOS w/o achv rmsn,
+20891,"Unspecified leukemia, in remission",Leukemia NOS w remission,
+20892,"Unspecified leukemia, in relapse",Leukemia NOS in relapse,
+20900,"Malignant carcinoid tumor of the small intestine, unspecified portion",Mal crcnoid sm intst NOS,
+20901,Malignant carcinoid tumor of the duodenum,Malig carcinoid duodenum,
+20902,Malignant carcinoid tumor of the jejunum,Malig carcinoid jejunum,
+20903,Malignant carcinoid tumor of the ileum,Malig carcinoid ileum,
+20910,"Malignant carcinoid tumor of the large intestine, unspecified portion",Mal crcnoid lg intst NOS,
+20911,Malignant carcinoid tumor of the appendix,Malig carcinoid appendix,
+20912,Malignant carcinoid tumor of the cecum,Malig carcinoid cecum,
+20913,Malignant carcinoid tumor of the ascending colon,Mal crcnoid ascend colon,
+20914,Malignant carcinoid tumor of the transverse colon,Mal crcnoid transv colon,
+20915,Malignant carcinoid tumor of the descending colon,Mal carcinoid desc colon,
+20916,Malignant carcinoid tumor of the sigmoid colon,Mal carcinoid sig colon,
+20917,Malignant carcinoid tumor of the rectum,Malig carcinoid rectum,
+20920,Malignant carcinoid tumor of unknown primary site,Mal crcnd prim site unkn,
+20921,Malignant carcinoid tumor of the bronchus and lung,Mal carcinoid bronc/lung,
+20922,Malignant carcinoid tumor of the thymus,Malig carcinoid thymus,
+20923,Malignant carcinoid tumor of the stomach,Malig carcinoid stomach,
+20924,Malignant carcinoid tumor of the kidney,Malig carcinoid kidney,
+20925,"Malignant carcinoid tumor of foregut, not otherwise specified",Mal carcnoid foregut NOS,
+20926,"Malignant carcinoid tumor of midgut, not otherwise specified",Mal carcinoid midgut NOS,
+20927,"Malignant carcinoid tumor of hindgut, not otherwise specified",Mal carcnoid hindgut NOS,
+20929,Malignant carcinoid tumor of other sites,Malig carcinoid oth site,
+20930,"Malignant poorly differentiated neuroendocrine carcinoma, any site",Malig neuroendo ca NOS,
+20931,Merkel cell carcinoma of the face,Merkel cell ca-face,
+20932,Merkel cell carcinoma of the scalp and neck,Merkel cell ca-sclp/neck,
+20933,Merkel cell carcinoma of the upper limb,Merkel cell ca-up limb,
+20934,Merkel cell carcinoma of the lower limb,Merkel cell ca-low limb,
+20935,Merkel cell carcinoma of the trunk,Merkel cell ca-trunk,
+20936,Merkel cell carcinoma of other sites,Merkel cell ca-oth sites,
+20940,"Benign carcinoid tumor of the small intestine, unspecified portion",Ben crcnoid sm intst NOS,
+20941,Benign carcinoid tumor of the duodenum,Ben carcinoid duodenum,
+20942,Benign carcinoid tumor of the jejunum,Benign carcinoid jejunum,
+20943,Benign carcinoid tumor of the ileum,Benign carcinoid ileum,
+20950,"Benign carcinoid tumor of the large intestine, unspecified portion",Ben crcnoid lg intst NOS,
+20951,Benign carcinoid tumor of the appendix,Ben carcinoid appendix,
+20952,Benign carcinoid tumor of the cecum,Benign carcinoid cecum,
+20953,Benign carcinoid tumor of the ascending colon,Ben carcinoid asc colon,
+20954,Benign carcinoid tumor of the transverse colon,Ben crcinoid trans colon,
+20955,Benign carcinoid tumor of the descending colon,Ben carcinoid desc colon,
+20956,Benign carcinoid tumor of the sigmoid colon,Ben carcinoid sig colon,
+20957,Benign carcinoid tumor of the rectum,Benign carcinoid rectum,
+20960,Benign carcinoid tumor of unknown primary site,Ben crcnd prim site unkn,
+20961,Benign carcinoid tumor of the bronchus and lung,Ben carcinoid bronc/lung,
+20962,Benign carcinoid tumor of the thymus,Benign carcinoid thymus,
+20963,Benign carcinoid tumor of the stomach,Benign carcinoid stomach,
+20964,Benign carcinoid tumor of the kidney,Benign carcinoid kidney,
+20965,"Benign carcinoid tumor of foregut, not otherwise specified",Ben crcinoid foregut NOS,
+20966,"Benign carcinoid tumor of midgut, not otherwise specified",Ben crcinoid midgut NOS,
+20967,"Benign carcinoid tumor of hindgut, not otherwise specified",Ben crcnoid hindgut NOS,
+20969,Benign carcinoid tumor of other sites,Bengn carcinoid oth site,
+20970,"Secondary neuroendocrine tumor, unspecified site",Sec neuroendo tumor NOS,
+20971,Secondary neuroendocrine tumor of distant lymph nodes,Sec neuroend tu dist lym,
+20972,Secondary neuroendocrine tumor of liver,Sec neuroend tumor-liver,
+20973,Secondary neuroendocrine tumor of bone,Sec neuroendo tumor-bone,
+20974,Secondary neuroendocrine tumor of peritoneum,Sec neuroendo tu-periton,
+20975,Secondary Merkel cell carcinoma,Secondary Merkel cell ca,
+20979,Secondary neuroendocrine tumor of other sites,Sec neuroend tu oth site,
+2100,Benign neoplasm of lip,Benign neoplasm lip,
+2101,Benign neoplasm of tongue,Benign neoplasm tongue,
+2102,Benign neoplasm of major salivary glands,Ben neo major salivary,
+2103,Benign neoplasm of floor of mouth,Benign neo mouth floor,
+2104,Benign neoplasm of other and unspecified parts of mouth,Benign neo mouth NEC/NOS,
+2105,Benign neoplasm of tonsil,Benign neoplasm tonsil,
+2106,Benign neoplasm of other parts of oropharynx,Benign neo oropharyn NEC,
+2107,Benign neoplasm of nasopharynx,Benign neo nasopharynx,
+2108,Benign neoplasm of hypopharynx,Benign neo hypopharynx,
+2109,"Benign neoplasm of pharynx, unspecified",Benign neo pharynx NOS,
+2110,Benign neoplasm of esophagus,Benign neo esophagus,
+2111,Benign neoplasm of stomach,Benign neoplasm stomach,
+2112,"Benign neoplasm of duodenum, jejunum, and ileum",Benign neoplasm sm bowel,
+2113,Benign neoplasm of colon,Benign neoplasm lg bowel,
+2114,Benign neoplasm of rectum and anal canal,Benign neopl rectum/anus,
+2115,Benign neoplasm of liver and biliary passages,Ben neo liver/bile ducts,
+2116,"Benign neoplasm of pancreas, except islets of Langerhans",Benign neoplasm pancreas,
+2117,Benign neoplasm of islets of Langerhans,Ben neo islets langerhan,
+2118,Benign neoplasm of retroperitoneum and peritoneum,Ben neo peritoneum,
+2119,Benign neoplasm of other and unspecified site in the digestive system,Ben neo GI tract NEC/NOS,
+2120,"Benign neoplasm of nasal cavities, middle ear, and accessory sinuses",Ben neo nasal cav/sinus,
+2121,Benign neoplasm of larynx,Benign neo larynx,
+2122,Benign neoplasm of trachea,Benign neo trachea,
+2123,Benign neoplasm of bronchus and lung,Benign neo bronchus/lung,
+2124,Benign neoplasm of pleura,Benign neoplasm pleura,
+2125,Benign neoplasm of mediastinum,Benign neo mediastinum,
+2126,Benign neoplasm of thymus,Benign neoplasm thymus,
+2127,Benign neoplasm of heart,Benign neoplasm heart,
+2128,Benign neoplasm of other specified sites of respiratory and intrathoracic organs,Benign neo resp sys NEC,
+2129,"Benign neoplasm of respiratory and intrathoracic organs, site unspecified",Benign neo resp sys NOS,
+2130,Benign neoplasm of bones of skull and face,Ben neo skull/face bone,
+2131,Benign neoplasm of lower jaw bone,Ben neo lower jaw bone,
+2132,"Benign neoplasm of vertebral column, excluding sacrum and coccyx",Benign neo vertebrae,
+2133,"Benign neoplasm of ribs, sternum, and clavicle",Ben neo ribs/stern/clav,
+2134,Benign neoplasm of scapula and long bones of upper limb,Ben neo long bones arm,
+2135,Benign neoplasm of short bones of upper limb,Ben neo bones wrist/hand,
+2136,"Benign neoplasm of pelvic bones, sacrum, and coccyx",Benign neo pelvic girdle,
+2137,Benign neoplasm of long bones of lower limb,Ben neo long bones leg,
+2138,Benign neoplasm of short bones of lower limb,Ben neo bones ankle/foot,
+2139,"Benign neoplasm of bone and articular cartilage, site unspecified",Benign neo bone NOS,
+2140,Lipoma of skin and subcutaneous tissue of face,Lipoma skin face,
+2141,Lipoma of other skin and subcutaneous tissue,Lipoma skin NEC,
+2142,Lipoma of intrathoracic organs,Lipoma intrathoracic,
+2143,Lipoma of intra-abdominal organs,Lipoma intra-abdominal,
+2144,Lipoma of spermatic cord,Lipoma spermatic cord,
+2148,Lipoma of other specified sites,Lipoma NEC,
+2149,"Lipoma, unspecified site",Lipoma NOS,
+2150,"Other benign neoplasm of connective and other soft tissue of head, face, and neck",Ben neo soft tissue head,
+2152,"Other benign neoplasm of connective and other soft tissue of upper limb, including shoulder",Ben neo soft tissue arm,
+2153,"Other benign neoplasm of connective and other soft tissue of lower limb, including hip",Ben neo soft tissue leg,
+2154,Other benign neoplasm of connective and other soft tissue of thorax,Ben neo soft tis thorax,
+2155,Other benign neoplasm of connective and other soft tissue of abdomen,Ben neo soft tis abdomen,
+2156,Other benign neoplasm of connective and other soft tissue of pelvis,Ben neo soft tis pelvis,
+2157,"Other benign neoplasm of connective and other soft tissue of trunk, unspecified",Benign neo trunk NOS,
+2158,Other benign neoplasm of connective and other soft tissue of other specified sites,Ben neo soft tissue NEC,
+2159,"Other benign neoplasm of connective and other soft tissue, site unspecified",Ben neo soft tissue NOS,
+2160,Benign neoplasm of skin of lip,Benign neo skin lip,
+2161,"Benign neoplasm of eyelid, including canthus",Benign neo skin eyelid,
+2162,Benign neoplasm of ear and external auditory canal,Benign neo skin ear,
+2163,Benign neoplasm of skin of other and unspecified parts of face,Benign neo skin face NEC,
+2164,Benign neoplasm of scalp and skin of neck,Ben neo scalp/skin neck,
+2165,"Benign neoplasm of skin of trunk, except scrotum",Benign neo skin trunk,
+2166,"Benign neoplasm of skin of upper limb, including shoulder",Benign neo skin arm,
+2167,"Benign neoplasm of skin of lower limb, including hip",Benign neo skin leg,
+2168,Benign neoplasm of other specified sites of skin,Benign neoplasm skin NEC,
+2169,"Benign neoplasm of skin, site unspecified",Benign neoplasm skin NOS,
+217,Benign neoplasm of breast,Benign neoplasm breast,
+2180,Submucous leiomyoma of uterus,Submucous leiomyoma,
+2181,Intramural leiomyoma of uterus,Intramural leiomyoma,
+2182,Subserous leiomyoma of uterus,Subserous leiomyoma,
+2189,"Leiomyoma of uterus, unspecified",Uterine leiomyoma NOS,
+2190,Benign neoplasm of cervix uteri,Benign neo cervix uteri,
+2191,Benign neoplasm of corpus uteri,Benign neo corpus uteri,
+2198,Benign neoplasm of other specified parts of uterus,Benign neo uterus NEC,
+2199,"Benign neoplasm of uterus, part unspecified",Benign neo uterus NOS,
+220,Benign neoplasm of ovary,Benign neoplasm ovary,
+2210,Benign neoplasm of fallopian tube and uterine ligaments,Ben neo fallopian tube,
+2211,Benign neoplasm of vagina,Benign neoplasm vagina,
+2212,Benign neoplasm of vulva,Benign neoplasm vulva,
+2218,Benign neoplasm of other specified sites of female genital organs,Ben neo fem genital NEC,
+2219,"Benign neoplasm of female genital organ, site unspecified",Ben neo fem genital NOS,
+2220,Benign neoplasm of testis,Benign neoplasm testis,
+2221,Benign neoplasm of penis,Benign neoplasm penis,
+2222,Benign neoplasm of prostate,Benign neoplasm prostate,
+2223,Benign neoplasm of epididymis,Benign neo epididymis,
+2224,Benign neoplasm of scrotum,Benign neoplasm scrotum,
+2228,Benign neoplasm of other specified sites of male genital organs,Ben neo male genital NEC,
+2229,"Benign neoplasm of male genital organ, site unspecified",Ben neo male genital NOS,
+2230,"Benign neoplasm of kidney, except pelvis",Benign neoplasm kidney,
+2231,Benign neoplasm of renal pelvis,Benign neo renal pelvis,
+2232,Benign neoplasm of ureter,Benign neoplasm ureter,
+2233,Benign neoplasm of bladder,Benign neoplasm bladder,
+22381,Benign neoplasm of urethra,Benign neoplasm urethra,
+22389,Benign neoplasm of other specified sites of urinary organs,Benign neo urinary NEC,
+2239,"Benign neoplasm of urinary organ, site unspecified",Benign neo urinary NOS,
+2240,"Benign neoplasm of eyeball, except conjunctiva, cornea, retina, and choroid",Benign neoplasm eyeball,
+2241,Benign neoplasm of orbit,Benign neoplasm orbit,
+2242,Benign neoplasm of lacrimal gland,Ben neo lacrimal gland,
+2243,Benign neoplasm of conjunctiva,Benign neo conjunctiva,
+2244,Benign neoplasm of cornea,Benign neoplasm cornea,
+2245,Benign neoplasm of retina,Benign neoplasm retina,
+2246,Benign neoplasm of choroid,Benign neoplasm choroid,
+2247,Benign neoplasm of lacrimal duct,Ben neo lacrimal duct,
+2248,Benign neoplasm of other specified parts of eye,Benign neoplasm eye NEC,
+2249,"Benign neoplasm of eye, part unspecified",Benign neoplasm eye NOS,
+2250,Benign neoplasm of brain,Benign neoplasm brain,
+2251,Benign neoplasm of cranial nerves,Benign neo cranial nerve,
+2252,Benign neoplasm of cerebral meninges,Ben neo cerebr meninges,
+2253,Benign neoplasm of spinal cord,Benign neo spinal cord,
+2254,Benign neoplasm of spinal meninges,Ben neo spinal meninges,
+2258,Benign neoplasm of other specified sites of nervous system,Benign neo nerv sys NEC,
+2259,"Benign neoplasm of nervous system, part unspecified",Benign neo nerv sys NOS,
+226,Benign neoplasm of thyroid glands,Benign neoplasm thyroid,
+2270,Benign neoplasm of adrenal gland,Benign neoplasm adrenal,
+2271,Benign neoplasm of parathyroid gland,Benign neo parathyroid,
+2273,Benign neoplasm of pituitary gland and craniopharyngeal duct,Benign neo pituitary,
+2274,Benign neoplasm of pineal gland,Ben neopl pineal gland,
+2275,Benign neoplasm of carotid body,Benign neo carotid body,
+2276,Benign neoplasm of aortic body and other paraganglia,Ben neo paraganglia NEC,
+2278,Benign neoplasm of other endocrine glands and related structures,Benign neo endocrine NEC,
+2279,"Benign neoplasm of endocrine gland, site unspecified",Benign neo endocrine NOS,
+22800,Hemangioma of unspecified site,Hemangioma NOS,
+22801,Hemangioma of skin and subcutaneous tissue,Hemangioma skin,
+22802,Hemangioma of intracranial structures,Hemangioma intracranial,
+22803,Hemangioma of retina,Hemangioma retina,
+22804,Hemangioma of intra-abdominal structures,Hemangioma intra-abdom,
+22809,Hemangioma of other sites,Hemangioma NEC,
+2281,"Lymphangioma, any site","Lymphangioma, any site",
+2290,Benign neoplasm of lymph nodes,Benign neo lymph nodes,
+2298,Benign neoplasm of other specified sites,Benign neoplasm NEC,
+2299,Benign neoplasm of unspecified site,Benign neoplasm NOS,
+2300,"Carcinoma in situ of lip, oral cavity, and pharynx",Ca in situ oral cav/phar,
+2301,Carcinoma in situ of esophagus,Ca in situ esophagus,
+2302,Carcinoma in situ of stomach,Ca in situ stomach,
+2303,Carcinoma in situ of colon,Ca in situ colon,
+2304,Carcinoma in situ of rectum,Ca in situ rectum,
+2305,Carcinoma in situ of anal canal,Ca in situ anal canal,
+2306,"Carcinoma in situ of anus, unspecified",Ca in situ anus NOS,
+2307,Carcinoma in situ of other and unspecified parts of intestine,Ca in situ bowel NEC/NOS,
+2308,Carcinoma in situ of liver and biliary system,Ca in situ liver/biliary,
+2309,Carcinoma in situ of other and unspecified digestive organs,Ca in situ GI NEC/NOS,
+2310,Carcinoma in situ of larynx,Ca in situ larynx,
+2311,Carcinoma in situ of trachea,Ca in situ trachea,
+2312,Carcinoma in situ of bronchus and lung,Ca in situ bronchus/lung,
+2318,Carcinoma in situ of other specified parts of respiratory system,Ca in situ resp sys NEC,
+2319,"Carcinoma in situ of respiratory system, part unspecified",Ca in situ resp sys NOS,
+2320,Carcinoma in situ of skin of lip,Ca in situ skin lip,
+2321,"Carcinoma in situ of eyelid, including canthus",Ca in situ eyelid,
+2322,Carcinoma in situ of skin of ear and external auditory canal,Ca in situ skin ear,
+2323,Carcinoma in situ of skin of other and unspecified parts of face,Ca in situ skin face NEC,
+2324,Carcinoma in situ of scalp and skin of neck,Ca in situ scalp,
+2325,"Carcinoma in situ of skin of trunk, except scrotum",Ca in situ skin trunk,
+2326,"Carcinoma in situ of skin of upper limb, including shoulder",Ca in situ skin arm,
+2327,"Carcinoma in situ of skin of lower limb, including hip",Ca in situ skin leg,
+2328,Carcinoma in situ of other specified sites of skin,Ca in situ skin NEC,
+2329,"Carcinoma in situ of skin, site unspecified",Ca in situ skin NOS,
+2330,Carcinoma in situ of breast,Ca in situ breast,
+2331,Carcinoma in situ of cervix uteri,Ca in situ cervix uteri,
+2332,Carcinoma in situ of other and unspecified parts of uterus,Ca in situ uterus NEC,
+23330,"Carcinoma in situ, unspecified female genital organ",Ca in situ fem gen NOS,
+23331,"Carcinoma in situ, vagina",Carcinoma in situ vagina,
+23332,"Carcinoma in situ, vulva",Carcinoma in situ vulva,
+23339,"Carcinoma in situ, other female genital organ",Ca in situ fem gen NEC,
+2334,Carcinoma in situ of prostate,Ca in situ prostate,
+2335,Carcinoma in situ of penis,Ca in situ penis,
+2336,Carcinoma in situ of other and unspecified male genital organs,Ca in situ male gen NEC,
+2337,Carcinoma in situ of bladder,Ca in situ bladder,
+2339,Carcinoma in situ of other and unspecified urinary organs,Ca in situ urinary NEC,
+2340,Carcinoma in situ of eye,Ca in situ eye,
+2348,Carcinoma in situ of other specified sites,Ca in situ NEC,
+2349,"Carcinoma in situ, site unspecified",Ca in situ NOS,
+2350,Neoplasm of uncertain behavior of major salivary glands,Unc behav neo salivary,
+2351,"Neoplasm of uncertain behavior of lip, oral cavity, and pharynx",Unc behav neo oral/phar,
+2352,"Neoplasm of uncertain behavior of stomach, intestines, and rectum",Unc behav neo intestine,
+2353,Neoplasm of uncertain behavior of liver and biliary passages,Unc behav neo liver,
+2354,Neoplasm of uncertain behavior of retroperitoneum and peritoneum,Unc behav neo peritoneum,
+2355,Neoplasm of uncertain behavior of other and unspecified digestive organs,Unc behav neo GI NEC,
+2356,Neoplasm of uncertain behavior of larynx,Unc behav neo larynx,
+2357,"Neoplasm of uncertain behavior of trachea, bronchus, and lung",Unc behav neo lung,
+2358,"Neoplasm of uncertain behavior of pleura, thymus, and mediastinum",Unc behav neo pleura,
+2359,Neoplasm of uncertain behavior of other and unspecified respiratory organs,Unc behav neo resp NEC,
+2360,Neoplasm of uncertain behavior of uterus,Uncert behav neo uterus,
+2361,Neoplasm of uncertain behavior of placenta,Unc behav neo placenta,
+2362,Neoplasm of uncertain behavior of ovary,Unc behav neo ovary,
+2363,Neoplasm of uncertain behavior of other and unspecified female genital organs,Unc behav neo female NEC,
+2364,Neoplasm of uncertain behavior of testis,Unc behav neo testis,
+2365,Neoplasm of uncertain behavior of prostate,Unc behav neo prostate,
+2366,Neoplasm of uncertain behavior of other and unspecified male genital organs,Unc behav neo male NEC,
+2367,Neoplasm of uncertain behavior of bladder,Unc behav neo bladder,
+23690,"Neoplasm of uncertain behavior of urinary organ, unspecified",Unc behav neo urinar NOS,
+23691,Neoplasm of uncertain behavior of kidney and ureter,Unc behav neo kidney,
+23699,Neoplasm of uncertain behavior of other and unspecified urinary organs,Unc behav neo urinar NEC,
+2370,Neoplasm of uncertain behavior of pituitary gland and craniopharyngeal duct,Unc behav neo pituitary,
+2371,Neoplasm of uncertain behavior of pineal gland,Unc behav neo pineal,
+2372,Neoplasm of uncertain behavior of adrenal gland,Unc behav neo adrenal,
+2373,Neoplasm of uncertain behavior of paraganglia,Unc behav neo paragang,
+2374,Neoplasm of uncertain behavior of other and unspecified endocrine glands,Uncer neo endocrine NEC,
+2375,Neoplasm of uncertain behavior of brain and spinal cord,Unc beh neo brain/spinal,
+2376,Neoplasm of uncertain behavior of meninges,Unc behav neo meninges,
+23770,"Neurofibromatosis, unspecified",Neurofibromatosis NOS,
+23771,"Neurofibromatosis, type 1 [von recklinghausen's disease]",Neurofibromatosis type I,
+23772,"Neurofibromatosis, type 2 [acoustic neurofibromatosis]",Neurofibromatosis typ II,
+23773,Schwannomatosis,Schwannomatosis,
+23779,Other neurofibromatosis,Neurofibromatosis NEC,
+2379,Neoplasm of uncertain behavior of other and unspecified parts of nervous system,Unc beh neo nerv sys NEC,
+2380,Neoplasm of uncertain behavior of bone and articular cartilage,Unc behav neo bone,
+2381,Neoplasm of uncertain behavior of connective and other soft tissue,Unc behav neo soft tissu,
+2382,Neoplasm of uncertain behavior of skin,Unc behav neo skin,
+2383,Neoplasm of uncertain behavior of breast,Unc behav neo breast,
+2384,Polycythemia vera,Polycythemia vera,
+2385,Neoplasm of uncertain behavior of histiocytic and mast cells,Mastocytoma NOS,
+2386,Neoplasm of uncertain behavior of plasma cells,Plasmacytoma NOS,
+23871,Essential thrombocythemia,Essntial thrombocythemia,
+23872,Low grade myelodysplastic syndrome lesions,Low grde myelody syn les,
+23873,High grade myelodysplastic syndrome lesions,Hi grde myelodys syn les,
+23874,Myelodysplastic syndrome with 5q deletion,Myelodyspls syn w 5q del,
+23875,"Myelodysplastic syndrome, unspecified",Myelodysplastic synd NOS,
+23876,Myelofibrosis with myeloid metaplasia,Myelofi w myelo metaplas,
+23877,Post-transplant lymphoproliferative disorder (PTLD),Post tp lymphprolif dis,
+23879,Other lymphatic and hematopoietic tissues,Lymph/hematpoitc tis NEC,
+2388,Neoplasm of uncertain behavior of other specified sites,Uncert behavior neo NEC,
+2389,"Neoplasm of uncertain behavior, site unspecified",Uncert behavior neo NOS,
+2390,Neoplasm of unspecified nature of digestive system,Digestive neoplasm NOS,
+2391,Neoplasm of unspecified nature of respiratory system,Respiratory neoplasm NOS,
+2392,"Neoplasm of unspecified nature of bone, soft tissue, and skin",Bone/skin neoplasm NOS,
+2393,Neoplasm of unspecified nature of breast,Breast neoplasm NOS,
+2394,Neoplasm of unspecified nature of bladder,Bladder neoplasm NOS,
+2395,Neoplasm of unspecified nature of other genitourinary organs,Other gu neoplasm NOS,
+2396,Neoplasm of unspecified nature of brain,Brain neoplasm NOS,
+2397,Neoplasm of unspecified nature of endocrine glands and other parts of nervous system,Endocrine/nerv neo NOS,
+23981,"Neoplasms of unspecified nature, retina and choroid",Neo retina/choroid NOS,
+23989,"Neoplasms of unspecified nature, other specified sites",Neoplasm other sites NOS,
+2399,"Neoplasm of unspecified nature, site unspecified",Neoplasm NOS,
+2400,"Goiter, specified as simple",Simple goiter,
+2409,"Goiter, unspecified",Goiter NOS,
+2410,Nontoxic uninodular goiter,Nontox uninodular goiter,
+2411,Nontoxic multinodular goiter,Nontox multinodul goiter,
+2419,Unspecified nontoxic nodular goiter,Nontox nodul goiter NOS,
+24200,Toxic diffuse goiter without mention of thyrotoxic crisis or storm,Tox dif goiter no crisis,
+24201,Toxic diffuse goiter with mention of thyrotoxic crisis or storm,Tox dif goiter w crisis,
+24210,Toxic uninodular goiter without mention of thyrotoxic crisis or storm,Tox uninod goit no cris,
+24211,Toxic uninodular goiter with mention of thyrotoxic crisis or storm,Tox uninod goit w crisis,
+24220,Toxic multinodular goiter without mention of thyrotoxic crisis or storm,Tox multnod goit no cris,
+24221,Toxic multinodular goiter with mention of thyrotoxic crisis or storm,Tox multnod goit w cris,
+24230,"Toxic nodular goiter, unspecified type, without mention of thyrotoxic crisis or storm",Tox nod goiter no crisis,
+24231,"Toxic nodular goiter, unspecified type, with mention of thyrotoxic crisis or storm",Tox nod goiter w crisis,
+24240,Thyrotoxicosis from ectopic thyroid nodule without mention of thyrotoxic crisis or storm,Thyrotox-ect nod no cris,
+24241,Thyrotoxicosis from ectopic thyroid nodule with mention of thyrotoxic crisis or storm,Thyrotox-ect nod w cris,
+24280,Thyrotoxicosis of other specified origin without mention of thyrotoxic crisis or storm,Thyrtox orig NEC no cris,
+24281,Thyrotoxicosis of other specified origin with mention of thyrotoxic crisis or storm,Thyrotox orig NEC w cris,
+24290,"Thyrotoxicosis without mention of goiter or other cause, and without mention of thyrotoxic crisis or storm",Thyrotox NOS no crisis,
+24291,"Thyrotoxicosis without mention of goiter or other cause, with mention of thyrotoxic crisis or storm",Thyrotox NOS w crisis,
+243,Congenital hypothyroidism,Congenital hypothyroidsm,
+2440,Postsurgical hypothyroidism,Postsurgical hypothyroid,
+2441,Other postablative hypothyroidism,Postablat hypothyr NEC,
+2442,Iodine hypothyroidism,Iodine hypothyroidism,
+2443,Other iatrogenic hypothyroidism,Iatrogen hypothyroid NEC,
+2448,Other specified acquired hypothyroidism,Acquired hypothyroid NEC,
+2449,Unspecified acquired hypothyroidism,Hypothyroidism NOS,
+2450,Acute thyroiditis,Acute thyroiditis,
+2451,Subacute thyroiditis,Subacute thyroiditis,
+2452,Chronic lymphocytic thyroiditis,Chr lymphocyt thyroidit,
+2453,Chronic fibrous thyroiditis,Chr fibrous thyroiditis,
+2454,Iatrogenic thyroiditis,Iatrogenic thyroiditis,
+2458,Other and unspecified chronic thyroiditis,Chr thyroiditis NEC/NOS,
+2459,"Thyroiditis, unspecified",Thyroiditis NOS,
+2460,Disorders of thyrocalcitonin secretion,Dis thyrocalciton secret,
+2461,Dyshormonogenic goiter,Dyshormonogenic goiter,
+2462,Cyst of thyroid,Cyst of thyroid,
+2463,Hemorrhage and infarction of thyroid,Hemorr/infarc thyroid,
+2468,Other specified disorders of thyroid,Disorders of thyroid NEC,
+2469,Unspecified disorder of thyroid,Disorder of thyroid NOS,
+24900,"Secondary diabetes mellitus without mention of complication, not stated as uncontrolled, or unspecified",Sec DM wo cmp nt st uncn,
+24901,"Secondary diabetes mellitus without mention of complication, uncontrolled",Sec DM wo comp uncontrld,
+24910,"Secondary diabetes mellitus with ketoacidosis, not stated as uncontrolled, or unspecified",Sec DM keto nt st uncntr,
+24911,"Secondary diabetes mellitus with ketoacidosis, uncontrolled",Sec DM ketoacd uncntrld,
+24920,"Secondary diabetes mellitus with hyperosmolarity, not stated as uncontrolled, or unspecified",Sec DM hpros nt st uncnr,
+24921,"Secondary diabetes mellitus with hyperosmolarity, uncontrolled",Sec DM hprosmlr uncntrld,
+24930,"Secondary diabetes mellitus with other coma, not stated as uncontrolled, or unspecified",Sec DM ot cma nt st uncn,
+24931,"Secondary diabetes mellitus with other coma, uncontrolled",Sec DM oth coma uncntrld,
+24940,"Secondary diabetes mellitus with renal manifestations, not stated as uncontrolled, or unspecified",Sec DM renl nt st uncntr,
+24941,"Secondary diabetes mellitus with renal manifestations, uncontrolled",Sec DM renal uncontrld,
+24950,"Secondary diabetes mellitus with ophthalmic manifestations, not stated as uncontrolled, or unspecified",Sec DM ophth nt st uncn,
+24951,"Secondary diabetes mellitus with ophthalmic manifestations, uncontrolled",Sec DM ophth uncontrld,
+24960,"Secondary diabetes mellitus with neurological manifestations, not stated as uncontrolled, or unspecified",Sec DM neuro nt st uncn,
+24961,"Secondary diabetes mellitus with neurological manifestations, uncontrolled",Sec DM neuro uncontrld,
+24970,"Secondary diabetes mellitus with peripheral circulatory disorders, not stated as uncontrolled, or unspecified",Sec DM circ nt st uncntr,
+24971,"Secondary diabetes mellitus with peripheral circulatory disorders, uncontrolled",Sec DM circ uncontrld,
+24980,"Secondary diabetes mellitus with other specified manifestations, not stated as uncontrolled, or unspecified",Sec DM oth nt st uncontr,
+24981,"Secondary diabetes mellitus with other specified manifestations, uncontrolled",Sec DM other uncontrld,
+24990,"Secondary diabetes mellitus with unspecified complication, not stated as uncontrolled, or unspecified",Sec DM unsp nt st uncon,
+24991,"Secondary diabetes mellitus with unspecified complication, uncontrolled",Sec DM unsp uncontrold,
+25000,"Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled",DMII wo cmp nt st uncntr,
+25001,"Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled",DMI wo cmp nt st uncntrl,
+25002,"Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled",DMII wo cmp uncntrld,
+25003,"Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled",DMI wo cmp uncntrld,
+25010,"Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled",DMII keto nt st uncntrld,
+25011,"Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled",DMI keto nt st uncntrld,
+25012,"Diabetes with ketoacidosis, type II or unspecified type, uncontrolled",DMII ketoacd uncontrold,
+25013,"Diabetes with ketoacidosis, type I [juvenile type], uncontrolled",DMI ketoacd uncontrold,
+25020,"Diabetes with hyperosmolarity, type II or unspecified type, not stated as uncontrolled",DMII hprsm nt st uncntrl,
+25021,"Diabetes with hyperosmolarity, type I [juvenile type], not stated as uncontrolled",DMI hprsm nt st uncntrld,
+25022,"Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled",DMII hprosmlr uncontrold,
+25023,"Diabetes with hyperosmolarity, type I [juvenile type], uncontrolled",DMI hprosmlr uncontrold,
+25030,"Diabetes with other coma, type II or unspecified type, not stated as uncontrolled",DMII o cm nt st uncntrld,
+25031,"Diabetes with other coma, type I [juvenile type], not stated as uncontrolled",DMI o cm nt st uncntrld,
+25032,"Diabetes with other coma, type II or unspecified type, uncontrolled",DMII oth coma uncontrold,
+25033,"Diabetes with other coma, type I [juvenile type], uncontrolled",DMI oth coma uncontrold,
+25040,"Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled",DMII renl nt st uncntrld,
+25041,"Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled",DMI renl nt st uncntrld,
+25042,"Diabetes with renal manifestations, type II or unspecified type, uncontrolled",DMII renal uncntrld,
+25043,"Diabetes with renal manifestations, type I [juvenile type], uncontrolled",DMI renal uncntrld,
+25050,"Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled",DMII ophth nt st uncntrl,
+25051,"Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled",DMI ophth nt st uncntrld,
+25052,"Diabetes with ophthalmic manifestations, type II or unspecified type, uncontrolled",DMII ophth uncntrld,
+25053,"Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled",DMI ophth uncntrld,
+25060,"Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled",DMII neuro nt st uncntrl,
+25061,"Diabetes with neurological manifestations, type I [juvenile type], not stated as uncontrolled",DMI neuro nt st uncntrld,
+25062,"Diabetes with neurological manifestations, type II or unspecified type, uncontrolled",DMII neuro uncntrld,
+25063,"Diabetes with neurological manifestations, type I [juvenile type], uncontrolled",DMI neuro uncntrld,
+25070,"Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled",DMII circ nt st uncntrld,
+25071,"Diabetes with peripheral circulatory disorders, type I [juvenile type], not stated as uncontrolled",DMI circ nt st uncntrld,
+25072,"Diabetes with peripheral circulatory disorders, type II or unspecified type, uncontrolled",DMII circ uncntrld,
+25073,"Diabetes with peripheral circulatory disorders, type I [juvenile type], uncontrolled",DMI circ uncntrld,
+25080,"Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled",DMII oth nt st uncntrld,
+25081,"Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled",DMI oth nt st uncntrld,
+25082,"Diabetes with other specified manifestations, type II or unspecified type, uncontrolled",DMII oth uncntrld,
+25083,"Diabetes with other specified manifestations, type I [juvenile type], uncontrolled",DMI oth uncntrld,
+25090,"Diabetes with unspecified complication, type II or unspecified type, not stated as uncontrolled",DMII unspf nt st uncntrl,
+25091,"Diabetes with unspecified complication, type I [juvenile type], not stated as uncontrolled",DMI unspf nt st uncntrld,
+25092,"Diabetes with unspecified complication, type II or unspecified type, uncontrolled",DMII unspf uncntrld,
+25093,"Diabetes with unspecified complication, type I [juvenile type], uncontrolled",DMI unspf uncntrld,
+2510,Hypoglycemic coma,Hypoglycemic coma,
+2511,Other specified hypoglycemia,Oth spcf hypoglycemia,
+2512,"Hypoglycemia, unspecified",Hypoglycemia NOS,
+2513,Postsurgical hypoinsulinemia,Postsurg hypoinsulinemia,
+2514,Abnormality of secretion of glucagon,Abn secretion glucagon,
+2515,Abnormality of secretion of gastrin,Abnorm secretion gastrin,
+2518,Other specified disorders of pancreatic internal secretion,Pancreatic disorder NEC,
+2519,Unspecified disorder of pancreatic internal secretion,Pancreatic disorder NOS,
+25200,"Hyperparathyroidism, unspecified",Hyperparathyroidism NOS,
+25201,Primary hyperparathyroidism,Primary hyperparathyroid,
+25202,"Secondary hyperparathyroidism, non-renal",Sec hyprprthyrd nonrenal,
+25208,Other hyperparathyroidism,Hyperparathyroidism NEC,
+2521,Hypoparathyroidism,Hypoparathyroidism,
+2528,Other specified disorders of parathyroid gland,Parathyroid disorder NEC,
+2529,Unspecified disorder of parathyroid gland,Parathyroid disorder NOS,
+2530,Acromegaly and gigantism,Acromegaly and gigantism,
+2531,Other and unspecified anterior pituitary hyperfunction,Ant pituit hyperfunc NEC,
+2532,Panhypopituitarism,Panhypopituitarism,
+2533,Pituitary dwarfism,Pituitary dwarfism,
+2534,Other anterior pituitary disorders,Anter pituitary dis NEC,
+2535,Diabetes insipidus,Diabetes insipidus,
+2536,Other disorders of neurohypophysis,Neurohypophysis dis NEC,
+2537,Iatrogenic pituitary disorders,Iatrogenic pituitary dis,
+2538,Other disorders of the pituitary and other syndromes of diencephalohypophyseal origin,Pituitary disorder NEC,
+2539,Unspecified disorder of the pituitary gland and its hypothalamic control,Pituitary disorder NOS,
+2540,Persistent hyperplasia of thymus,Persist hyperplas thymus,
+2541,Abscess of thymus,Abscess of thymus,
+2548,Other specified diseases of thymus gland,Diseases of thymus NEC,
+2549,Unspecified disease of thymus gland,Disease of thymus NOS,
+2550,Cushing's syndrome,Cushing's syndrome,
+25510,"Hyperaldosteronism, unspecified",Hyperaldosteronism NOS,
+25511,Glucocorticoid-remediable aldosteronism,Glucrtcod-rem aldsternsm,
+25512,Conn's syndrome,Conn's syndrome,
+25513,Bartter's syndrome,Bartter's syndrome,
+25514,Other secondary aldosteronism,Secondry aldosternsm NEC,
+2552,Adrenogenital disorders,Adrenogenital disorders,
+2553,Other corticoadrenal overactivity,Corticoadren overact NEC,
+25541,Glucocorticoid deficiency,Glucocorticoid deficient,
+25542,Mineralocorticoid deficiency,Mineralcorticoid defcnt,
+2555,Other adrenal hypofunction,Adrenal hypofunction NEC,
+2556,Medulloadrenal hyperfunction,Medulloadrenal hyperfunc,
+2558,Other specified disorders of adrenal glands,Adrenal disorder NEC,
+2559,Unspecified disorder of adrenal glands,Adrenal disorder NOS,
+2560,Hyperestrogenism,Hyperestrogenism,
+2561,Other ovarian hyperfunction,Ovarian hyperfunc NEC,
+2562,Postablative ovarian failure,Postablativ ovarian fail,
+25631,Premature menopause,Premature menopause,
+25639,Other ovarian failure,Ovarian failure NEC,
+2564,Polycystic ovaries,Polycystic ovaries,
+2568,Other ovarian dysfunction,Ovarian dysfunction NEC,
+2569,Unspecified ovarian dysfunction,Ovarian dysfunction NOS,
+2570,Testicular hyperfunction,Testicular hyperfunction,
+2571,Postablative testicular hypofunction,Postablat testic hypofun,
+2572,Other testicular hypofunction,Testicular hypofunc NEC,
+2578,Other testicular dysfunction,Testicular dysfunct NEC,
+2579,Unspecified testicular dysfunction,Testicular dysfunct NOS,
+25801,Multiple endocrine neoplasia [MEN] type I,Mult endo neoplas type I,
+25802,Multiple endocrine neoplasia [MEN] type IIA,Mult endo neop type IIA,
+25803,Multiple endocrine neoplasia [MEN] type IIB,Mult endo neop type IIB,
+2581,Other combinations of endocrine dysfunction,Comb endocr dysfunct NEC,
+2588,Other specified polyglandular dysfunction,Polyglandul dysfunc NEC,
+2589,"Polyglandular dysfunction, unspecified",Polyglandul dysfunc NOS,
+2590,"Delay in sexual development and puberty, not elsewhere classified",Delay sexual develop NEC,
+2591,"Precocious sexual development and puberty, not elsewhere classified",Sexual precocity NEC,
+2592,Carcinoid syndrome,Carcinoid syndrome,
+2593,"Ectopic hormone secretion, not elsewhere classified",Ectopic hormone secr NEC,
+2594,"Dwarfism, not elsewhere classified",Dwarfism NEC,
+25950,"Androgen insensitivity, unspecified",Androgen insensitvty NOS,
+25951,Androgen insensitivity syndrome,Androgen insensitvty syn,
+25952,Partial androgen insensitivity,Part androgen insnsitvty,
+2598,Other specified endocrine disorders,Endocrine disorders NEC,
+2599,Unspecified endocrine disorder,Endocrine disorder NOS,
+260,Kwashiorkor,Kwashiorkor,
+261,Nutritional marasmus,Nutritional marasmus,
+262,Other severe protein-calorie malnutrition,Oth severe malnutrition,
+2630,Malnutrition of moderate degree,Malnutrition mod degree,
+2631,Malnutrition of mild degree,Malnutrition mild degree,
+2632,Arrested development following protein-calorie malnutrition,Arrest devel d/t malnutr,
+2638,Other protein-calorie malnutrition,Protein-cal malnutr NEC,
+2639,Unspecified protein-calorie malnutrition,Protein-cal malnutr NOS,
+2640,Vitamin A deficiency with conjunctival xerosis,Vit A conjunctiv xerosis,
+2641,Vitamin A deficiency with conjunctival xerosis and Bitot's spot,Vit A bitot's spot,
+2642,Vitamin A deficiency with corneal xerosis,Vit A corneal xerosis,
+2643,Vitamin A deficiency with corneal ulceration and xerosis,Vit A cornea ulcer/xeros,
+2644,Vitamin A deficiency with keratomalacia,Vit A keratomalacia,
+2645,Vitamin A deficiency with night blindness,Vit A night blindness,
+2646,Vitamin A deficiency with xerophthalmic scars of cornea,Vit A def w corneal scar,
+2647,Other ocular manifestations of vitamin A deficiency,Vit A ocular defic NEC,
+2648,Other manifestations of vitamin A deficiency,Vitamin A deficiency NEC,
+2649,Unspecified vitamin A deficiency,Vitamin A deficiency NOS,
+2650,Beriberi,Beriberi,
+2651,Other and unspecified manifestations of thiamine deficiency,Thiamine defic NEC/NOS,
+2652,Pellagra,Pellagra,
+2660,Ariboflavinosis,Ariboflavinosis,
+2661,Vitamin B6 deficiency,Vitamin b6 deficiency,
+2662,Other B-complex deficiencies,B-complex defic NEC,
+2669,Unspecified vitamin B deficiency,Vitamin b deficiency NOS,
+267,Ascorbic acid deficiency,Ascorbic acid deficiency,
+2680,"Rickets, active","Rickets, active",
+2681,"Rickets, late effect","Rickets, late effect",
+2682,"Osteomalacia, unspecified",Osteomalacia NOS,
+2689,Unspecified vitamin D deficiency,Vitamin D deficiency NOS,
+2690,Deficiency of vitamin K,Deficiency of vitamin k,
+2691,Deficiency of other vitamins,Vitamin Deficiency NEC,
+2692,Unspecified vitamin deficiency,Vitamin Deficiency NOS,
+2693,"Mineral deficiency, not elsewhere classified",Mineral deficiency NEC,
+2698,Other nutritional deficiency,Nutrition deficiency NEC,
+2699,Unspecified nutritional deficiency,Nutrition deficiency NOS,
+2700,Disturbances of amino-acid transport,Amino-acid transport dis,
+2701,Phenylketonuria [PKU],Phenylketonuria - pku,
+2702,Other disturbances of aromatic amino-acid metabolism,Arom amin-acid metab NEC,
+2703,Disturbances of branched-chain amino-acid metabolism,Bran-chain amin-acid dis,
+2704,Disturbances of sulphur-bearing amino-acid metabolism,Sulph amino-acid met dis,
+2705,Disturbances of histidine metabolism,Dis histidine metabolism,
+2706,Disorders of urea cycle metabolism,Dis urea cycle metabol,
+2707,Other disturbances of straight-chain amino-acid metabolism,Straig amin-acid met NEC,
+2708,Other specified disorders of amino-acid metabolism,Dis amino-acid metab NEC,
+2709,Unspecified disorder of amino-acid metabolism,Dis amino-acid metab NOS,
+2710,Glycogenosis,Glycogenosis,
+2711,Galactosemia,Galactosemia,
+2712,Hereditary fructose intolerance,Hered fructose intoleran,
+2713,Intestinal disaccharidase deficiencies and disaccharide malabsorption,Disaccharidase def/malab,
+2714,Renal glycosuria,Renal glycosuria,
+2718,Other specified disorders of carbohydrate transport and metabolism,Dis carbohydr metab NEC,
+2719,Unspecified disorder of carbohydrate transport and metabolism,Dis carbohydr metab NOS,
+2720,Pure hypercholesterolemia,Pure hypercholesterolem,
+2721,Pure hyperglyceridemia,Pure hyperglyceridemia,
+2722,Mixed hyperlipidemia,Mixed hyperlipidemia,
+2723,Hyperchylomicronemia,Hyperchylomicronemia,
+2724,Other and unspecified hyperlipidemia,Hyperlipidemia NEC/NOS,
+2725,Lipoprotein deficiencies,Lipoprotein deficiencies,
+2726,Lipodystrophy,Lipodystrophy,
+2727,Lipidoses,Lipidoses,
+2728,Other disorders of lipoid metabolism,Lipoid metabol dis NEC,
+2729,Unspecified disorder of lipoid metabolism,Lipoid metabol dis NOS,
+2730,Polyclonal hypergammaglobulinemia,Polyclon hypergammaglobu,
+2731,Monoclonal paraproteinemia,Monoclon paraproteinemia,
+2732,Other paraproteinemias,Paraproteinemia NEC,
+2733,Macroglobulinemia,Macroglobulinemia,
+2734,Alpha-1-antitrypsin deficiency,Alpha-1-antitrypsin def,
+2738,Other disorders of plasma protein metabolism,Dis plas protein met NEC,
+2739,Unspecified disorder of plasma protein metabolism,Dis plas protein met NOS,
+27400,"Gouty arthropathy, unspecified",Gouty arthropathy NOS,
+27401,Acute gouty arthropathy,Acute gouty arthropathy,
+27402,Chronic gouty arthropathy without mention of tophus (tophi),Chr gouty atrph wo tophi,
+27403,Chronic gouty arthropathy with tophus (tophi),Chr gouty atroph w tophi,
+27410,"Gouty nephropathy, unspecified",Gouty nephropathy NOS,
+27411,Uric acid nephrolithiasis,Uric acid nephrolithias,
+27419,Other gouty nephropathy,Gouty nephropathy NEC,
+27481,Gouty tophi of ear,Gouty tophi of ear,
+27482,"Gouty tophi of other sites, except ear",Gouty tophi site NEC,
+27489,Gout with other specified manifestations,Gout w manifestation NEC,
+2749,"Gout, unspecified",Gout NOS,
+27501,Hereditary hemochromatosis,Heredit hemochromatosis,
+27502,Hemochromatosis due to repeated red blood cell transfusions,Hemochromatos-rbc trans,
+27503,Other hemochromatosis,Hemochromatosis NEC,
+27509,Other disorders of iron metabolism,Disord iron metablsm NEC,
+2751,Disorders of copper metabolism,Dis copper metabolism,
+2752,Disorders of magnesium metabolism,Dis magnesium metabolism,
+2753,Disorders of phosphorus metabolism,Dis phosphorus metabol,
+27540,Unspecified disorder of calcium metabolism,Dis calcium metablsm NOS,
+27541,Hypocalcemia,Hypocalcemia,
+27542,Hypercalcemia,Hypercalcemia,
+27549,Other disorders of calcium metabolism,Dis calcium metablsm NEC,
+2755,Hungry bone syndrome,Hungry bone syndrome,
+2758,Other specified disorders of mineral metabolism,Dis mineral metabol NEC,
+2759,Unspecified disorder of mineral metabolism,Dis mineral metabol NOS,
+2760,Hyperosmolality and/or hypernatremia,Hyperosmolality,
+2761,Hyposmolality and/or hyponatremia,Hyposmolality,
+2762,Acidosis,Acidosis,
+2763,Alkalosis,Alkalosis,
+2764,Mixed acid-base balance disorder,Mixed acid-base bal dis,
+27650,"Volume depletion, unspecified",Volume depletion NOS,
+27651,Dehydration,Dehydration,
+27652,Hypovolemia,Hypovolemia,
+27661,Transfusion associated circulatory overload,Transfsn w circ overload,
+27669,Other fluid overload,Fluid overload NEC,
+2767,Hyperpotassemia,Hyperpotassemia,
+2768,Hypopotassemia,Hypopotassemia,
+2769,Electrolyte and fluid disorders not elsewhere classified,Electrolyt/fluid dis NEC,
+27700,Cystic fibrosis without mention of meconium ileus,Cystic fibros w/o ileus,
+27701,Cystic fibrosis with meconium ileus,Cystic fibrosis w ileus,
+27702,Cystic fibrosis with pulmonary manifestations,Cystic fibros w pul man,
+27703,Cystic fibrosis with gastrointestinal manifestations,Cystic fibrosis w GI man,
+27709,Cystic fibrosis with other manifestations,Cystic fibrosis NEC,
+2771,Disorders of porphyrin metabolism,Dis porphyrin metabolism,
+2772,Other disorders of purine and pyrimidine metabolism,Purine/pyrimid dis NEC,
+27730,"Amyloidosis, unspecified",Amyloidosis NOS,
+27731,Familial Mediterranean fever,Fam Mediterranean fever,
+27739,Other amyloidosis,Amyloidosis NEC,
+2774,Disorders of bilirubin excretion,Dis bilirubin excretion,
+2775,Mucopolysaccharidosis,Mucopolysaccharidosis,
+2776,Other deficiencies of circulating enzymes,Defic circul enzyme NEC,
+2777,Dysmetabolic syndrome X,Dysmetabolic syndrome x,
+27781,Primary carnitine deficiency,Primary carnitine defncy,
+27782,Carnitine deficiency due to inborn errors of metabolism,Crnitne def d/t nb met,
+27783,Iatrogenic carnitine deficiency,Iatrogenic carnitine def,
+27784,Other secondary carnitine deficiency,Sec carnitine defncy NEC,
+27785,Disorders of fatty acid oxidation,Disorders acid oxidation,
+27786,Peroxisomal disorders,Peroxisomal disorders,
+27787,Disorders of mitochondrial metabolism,Dis mitochondrial metab,
+27788,Tumor lysis syndrome,Tumor lysis syndrome,
+27789,Other specified disorders of metabolism,Metabolism disorder NEC,
+2779,Unspecified disorder of metabolism,Metabolism disorder NOS,
+27800,"Obesity, unspecified",Obesity NOS,
+27801,Morbid obesity,Morbid obesity,
+27802,Overweight,Overweight,
+27803,Obesity hypoventilation syndrome,Obesity hypovent synd,
+2781,Localized adiposity,Localized adiposity,
+2782,Hypervitaminosis A,Hypervitaminosis a,
+2783,Hypercarotinemia,Hypercarotinemia,
+2784,Hypervitaminosis D,Hypervitaminosis d,
+2788,Other hyperalimentation,Other hyperalimentation,
+27900,"Hypogammaglobulinemia, unspecified",Hypogammaglobulinem NOS,
+27901,Selective IgA immunodeficiency,Selective iga immunodef,
+27902,Selective IgM immunodeficiency,Selective IgM immunodef,
+27903,Other selective immunoglobulin deficiencies,Selective ig defic NEC,
+27904,Congenital hypogammaglobulinemia,Cong hypogammaglobulinem,
+27905,Immunodeficiency with increased IgM,Immunodefic w hyper-igm,
+27906,Common variable immunodeficiency,Common variabl immunodef,
+27909,Other deficiency of humoral immunity,Humoral immunity def NEC,
+27910,"Immunodeficiency with predominant T-cell defect, unspecified",Immundef t-cell def NOS,
+27911,Digeorge's syndrome,Digeorge's syndrome,
+27912,Wiskott-aldrich syndrome,Wiskott-aldrich syndrome,
+27913,Nezelof's syndrome,Nezelof's syndrome,
+27919,Other deficiency of cell-mediated immunity,Defic cell immunity NOS,
+2792,Combined immunity deficiency,Combined immunity defic,
+2793,Unspecified immunity deficiency,Immunity deficiency NOS,
+27941,Autoimmune lymphoproliferative syndrome,Autoimmun lymphprof synd,
+27949,"Autoimmune disease, not elsewhere classified",Autoimmune disease NEC,
+27950,"Graft-versus-host disease, unspecified",Graft-versus-host NOS,
+27951,Acute graft-versus-host disease,Ac graft-versus-host dis,
+27952,Chronic graft-versus-host disease,Chronc graft-vs-host dis,
+27953,Acute on chronic graft-versus-host disease,Ac on chrn grft-vs-host,
+2798,Other specified disorders involving the immune mechanism,Immune mechanism dis NEC,
+2799,Unspecified disorder of immune mechanism,Immune mechanism dis NOS,
+2800,Iron deficiency anemia secondary to blood loss (chronic),Chr blood loss anemia,
+2801,Iron deficiency anemia secondary to inadequate dietary iron intake,Iron def anemia dietary,
+2808,Other specified iron deficiency anemias,Iron defic anemia NEC,
+2809,"Iron deficiency anemia, unspecified",Iron defic anemia NOS,
+2810,Pernicious anemia,Pernicious anemia,
+2811,Other vitamin B12 deficiency anemia,B12 defic anemia NEC,
+2812,Folate-deficiency anemia,Folate-deficiency anemia,
+2813,Other specified megaloblastic anemias not elsewhere classified,Megaloblastic anemia NEC,
+2814,Protein-deficiency anemia,Protein defic anemia,
+2818,Anemia associated with other specified nutritional deficiency,Nutritional anemia NEC,
+2819,Unspecified deficiency anemia,Deficiency anemia NOS,
+2820,Hereditary spherocytosis,Hereditary spherocytosis,
+2821,Hereditary elliptocytosis,Heredit elliptocytosis,
+2822,Anemias due to disorders of glutathione metabolism,Glutathione dis anemia,
+2823,Other hemolytic anemias due to enzyme deficiency,Enzyme defic anemia NEC,
+28240,"Thalassemia, unspecified","Thalassemia, unspecified",
+28241,Sickle-cell thalassemia without crisis,Thlasema Hb-S w/o crisis,
+28242,Sickle-cell thalassemia with crisis,Thlassemia Hb-S w crisis,
+28243,Alpha thalassemia,Alpha thalassemia,
+28244,Beta thalassemia,Beta thalassemia,
+28245,Delta-beta thalassemia,Delta-beta thalassemia,
+28246,Thalassemia minor,Thalassemia minor,
+28247,Hemoglobin E-beta thalassemia,Hgb E-beta thalassemia,
+28249,Other thalassemia,Thalassemia NEC,
+2825,Sickle-cell trait,Sickle-cell trait,
+28260,"Sickle-cell disease, unspecified",Sickle cell disease NOS,
+28261,Hb-SS disease without crisis,Hb-SS disease w/o crisis,
+28262,Hb-SS disease with crisis,Hb-SS disease w crisis,
+28263,Sickle-cell/Hb-C disease without crisis,Hb-SS/hb-C dis w/o crsis,
+28264,Sickle-cell/Hb-C disease with crisis,Hb-S/Hb-C dis w crisis,
+28268,Other sickle-cell disease without crisis,Hb-S dis w/o crisis NEC,
+28269,Other sickle-cell disease with crisis,Hb-SS dis NEC w crisis,
+2827,Other hemoglobinopathies,Hemoglobinopathies NEC,
+2828,Other specified hereditary hemolytic anemias,Hered hemolytic anem NEC,
+2829,"Hereditary hemolytic anemia, unspecified",Hered hemolytic anem NOS,
+2830,Autoimmune hemolytic anemias,Autoimmun hemolytic anem,
+28310,"Non-autoimmune hemolytic anemia, unspecified",Nonauto hem anemia NOS,
+28311,Hemolytic-uremic syndrome,Hemolytic uremic synd,
+28319,Other non-autoimmune hemolytic anemias,Oth nonauto hem anemia,
+2832,Hemoglobinuria due to hemolysis from external causes,Hemolytic hemoglobinuria,
+2839,"Acquired hemolytic anemia, unspecified",Acq hemolytic anemia NOS,
+28401,Constitutional red blood cell aplasia,Constitution RBC aplasia,
+28409,Other constitutional aplastic anemia,Const aplastc anemia NEC,
+28411,Antineoplastic chemotherapy induced pancytopenia,Antin chemo indcd pancyt,
+28412,Other drug-induced pancytopenia,Oth drg indcd pancytopna,
+28419,Other pancytopenia,Other pancytopenia,
+2842,Myelophthisis,Myelophthisis,
+28481,Red cell aplasia (acquired)(adult)(with thymoma),Red cell aplasia,
+28489,Other specified aplastic anemias,Aplastic anemias NEC,
+2849,"Aplastic anemia, unspecified",Aplastic anemia NOS,
+2850,Sideroblastic anemia,Sideroblastic anemia,
+2851,Acute posthemorrhagic anemia,Ac posthemorrhag anemia,
+28521,Anemia in chronic kidney disease,Anemia in chr kidney dis,
+28522,Anemia in neoplastic disease,Anemia in neoplastic dis,
+28529,Anemia of other chronic disease,Anemia-other chronic dis,
+2853,Antineoplastic chemotherapy induced anemia,Anemia d/t antineo chemo,
+2858,Other specified anemias,Anemia NEC,
+2859,"Anemia, unspecified",Anemia NOS,
+2860,Congenital factor VIII disorder,Cong factor viii diord,
+2861,Congenital factor IX disorder,Cong factor IX disorder,
+2862,Congenital factor XI deficiency,Cong factor xi disorder,
+2863,Congenital deficiency of other clotting factors,Cong def clot factor NEC,
+2864,Von Willebrand's disease,Von willebrand's disease,
+28652,Acquired hemophilia,Acquired hemophilia,
+28653,Antiphospholipid antibody with hemorrhagic disorder,Antiphospholipid w hemor,
+28659,"Other hemorrhagic disorder due to intrinsic circulating anticoagulants, antibodies, or inhibitors",Ot hem d/t circ anticoag,
+2866,Defibrination syndrome,Defibrination syndrome,
+2867,Acquired coagulation factor deficiency,Acq coagul factor defic,
+2869,Other and unspecified coagulation defects,Coagulat defect NEC/NOS,
+2870,Allergic purpura,Allergic purpura,
+2871,Qualitative platelet defects,Thrombocytopathy,
+2872,Other nonthrombocytopenic purpuras,Purpura NOS,
+28730,"Primary thrombocytopenia,unspecified",Prim thrombocytopen NOS,
+28731,Immune thrombocytopenic purpura,Immune thrombocyt purpra,
+28732,Evans' syndrome,Evans' syndrome,
+28733,Congenital and hereditary thrombocytopenic purpura,Cong/herid thromb purpra,
+28739,Other primary thrombocytopenia,Prim thrombocytopen NEC,
+28741,Posttransfusion purpura,Posttransfusion purpura,
+28749,Other secondary thrombocytopenia,Sec thrombocytpenia NEC,
+2875,"Thrombocytopenia, unspecified",Thrombocytopenia NOS,
+2878,Other specified hemorrhagic conditions,Hemorrhagic cond NEC,
+2879,Unspecified hemorrhagic conditions,Hemorrhagic cond NOS,
+28800,"Neutropenia, unspecified",Neutropenia NOS,
+28801,Congenital neutropenia,Congenital neutropenia,
+28802,Cyclic neutropenia,Cyclic neutropenia,
+28803,Drug induced neutropenia,Drug induced neutropenia,
+28804,Neutropenia due to infection,Neutropenia d/t infectn,
+28809,Other neutropenia,Neutropenia NEC,
+2881,Functional disorders of polymorphonuclear neutrophils,Function dis neutrophils,
+2882,Genetic anomalies of leukocytes,Genetic anomaly leukocyt,
+2883,Eosinophilia,Eosinophilia,
+2884,Hemophagocytic syndromes,Hemophagocytic syndromes,
+28850,"Leukocytopenia, unspecified",Leukocytopenia NOS,
+28851,Lymphocytopenia,Lymphocytopenia,
+28859,Other decreased white blood cell count,Decreased WBC count NEC,
+28860,"Leukocytosis, unspecified",Leukocytosis NOS,
+28861,Lymphocytosis (symptomatic),Lymphocytosis-symptomatc,
+28862,Leukemoid reaction,Leukemoid reaction,
+28863,Monocytosis (symptomatic),Monocytosis-symptomatic,
+28864,Plasmacytosis,Plasmacytosis,
+28865,Basophilia,Basophilia,
+28866,Bandemia,Bandemia,
+28869,Other elevated white blood cell count,Elevated WBC count NEC,
+2888,Other specified disease of white blood cells,Wbc disease NEC,
+2889,Unspecified disease of white blood cells,Wbc disease NOS,
+2890,"Polycythemia, secondary",Secondary polycythemia,
+2891,Chronic lymphadenitis,Chronic lymphadenitis,
+2892,Nonspecific mesenteric lymphadenitis,Mesenteric lymphadenitis,
+2893,"Lymphadenitis, unspecified, except mesenteric",Lymphadenitis NOS,
+2894,Hypersplenism,Hypersplenism,
+28950,"Disease of spleen, unspecified",Spleen disease NOS,
+28951,Chronic congestive splenomegaly,Chr congest splenomegaly,
+28952,Splenic sequestration,Splenic sequestration,
+28953,Neutropenic splenomegaly,Neutropenic splenomegaly,
+28959,Other diseases of spleen,Spleen disease NEC,
+2896,Familial polycythemia,Familial polycythemia,
+2897,Methemoglobinemia,Methemoglobinemia,
+28981,Primary hypercoagulable state,Prim hypercoagulable st,
+28982,Secondary hypercoagulable state,Sec hypercoagulable st,
+28983,Myelofibrosis,Myelofibrosis,
+28984,Heparin-induced thrombocytopenia (HIT),Heparin-indu thrombocyto,
+28989,Other specified diseases of blood and blood-forming organs,Blood diseases NEC,
+2899,Unspecified diseases of blood and blood-forming organs,Blood disease NOS,
+2900,"Senile dementia, uncomplicated",Senile dementia uncomp,
+29010,"Presenile dementia, uncomplicated",Presenile dementia,
+29011,Presenile dementia with delirium,Presenile delirium,
+29012,Presenile dementia with delusional features,Presenile delusion,
+29013,Presenile dementia with depressive features,Presenile depression,
+29020,Senile dementia with delusional features,Senile delusion,
+29021,Senile dementia with depressive features,Senile depressive,
+2903,Senile dementia with delirium,Senile delirium,
+29040,"Vascular dementia, uncomplicated","Vascular dementia,uncomp",
+29041,"Vascular dementia, with delirium",Vasc dementia w delirium,
+29042,"Vascular dementia, with delusions",Vasc dementia w delusion,
+29043,"Vascular dementia, with depressed mood",Vasc dementia w depressn,
+2908,Other specified senile psychotic conditions,Senile psychosis NEC,
+2909,Unspecified senile psychotic condition,Senile psychot cond NOS,
+2910,Alcohol withdrawal delirium,Delirium tremens,
+2911,Alcohol-induced persisting amnestic disorder,Alcohol amnestic disordr,
+2912,Alcohol-induced persisting dementia,Alcohol persist dementia,
+2913,Alcohol-induced psychotic disorder with hallucinations,Alcoh psy dis w hallucin,
+2914,Idiosyncratic alcohol intoxication,Pathologic alcohol intox,
+2915,Alcohol-induced psychotic disorder with delusions,Alcoh psych dis w delus,
+29181,Alcohol withdrawal,Alcohol withdrawal,
+29182,Alcohol induced sleep disorders,Alcoh induce sleep disor,
+29189,Other alcohol-induced mental disorders,Alcohol mental disor NEC,
+2919,Unspecified alcohol-induced mental disorders,Alcohol mental disor NOS,
+2920,Drug withdrawal,Drug withdrawal,
+29211,Drug-induced psychotic disorder with delusions,Drug psych disor w delus,
+29212,Drug-induced psychotic disorder with hallucinations,Drug psy dis w hallucin,
+2922,Pathological drug intoxication,Pathologic drug intox,
+29281,Drug-induced delirium,Drug-induced delirium,
+29282,Drug-induced persisting dementia,Drug persisting dementia,
+29283,Drug-induced persisting amnestic disorder,Drug persist amnestc dis,
+29284,Drug-induced mood disorder,Drug-induced mood disord,
+29285,Drug induced sleep disorders,Drug induced sleep disor,
+29289,Other specified drug-induced mental disorders,Drug mental disorder NEC,
+2929,Unspecified drug-induced mental disorder,Drug mental disorder NOS,
+2930,Delirium due to conditions classified elsewhere,Delirium d/t other cond,
+2931,Subacute delirium,Subacute delirium,
+29381,Psychotic disorder with delusions in conditions classified elsewhere,Psy dis w delus oth dis,
+29382,Psychotic disorder with hallucinations in conditions classified elsewhere,Psy dis w halluc oth dis,
+29383,Mood disorder in conditions classified elsewhere,Mood disorder other dis,
+29384,Anxiety disorder in conditions classified elsewhere,Anxiety disorder oth dis,
+29389,"Other specified transient mental disorders due to conditions classified elsewhere, other",Transient mental dis NEC,
+2939,Unspecified transient mental disorder in conditions classified elsewhere,Transient mental dis NOS,
+2940,Amnestic disorder in conditions classified elsewhere,Amnestic disord oth dis,
+29410,Dementia in conditions classified elsewhere without behavioral disturbance,Dementia w/o behav dist,
+29411,Dementia in conditions classified elsewhere with behavioral disturbance,Dementia w behavior dist,
+29420,"Dementia, unspecified, without behavioral disturbance",Demen NOS w/o behv dstrb,
+29421,"Dementia, unspecified, with behavioral disturbance",Demen NOS w behav distrb,
+2948,Other persistent mental disorders due to conditions classified elsewhere,Mental disor NEC oth dis,
+2949,Unspecified persistent mental disorders due to conditions classified elsewhere,Mental disor NOS oth dis,
+29500,"Simple type schizophrenia, unspecified",Simpl schizophren-unspec,
+29501,"Simple type schizophrenia, subchronic",Simpl schizophren-subchr,
+29502,"Simple type schizophrenia, chronic",Simple schizophren-chr,
+29503,"Simple type schizophrenia, subchronic with acute exacerbation",Simp schiz-subchr/exacer,
+29504,"Simple type schizophrenia, chronic with acute exacerbation",Simpl schizo-chr/exacerb,
+29505,"Simple type schizophrenia, in remission",Simpl schizophren-remiss,
+29510,"Disorganized type schizophrenia, unspecified",Hebephrenia-unspec,
+29511,"Disorganized type schizophrenia, subchronic",Hebephrenia-subchronic,
+29512,"Disorganized type schizophrenia, chronic",Hebephrenia-chronic,
+29513,"Disorganized type schizophrenia, subchronic with acute exacerbation",Hebephren-subchr/exacerb,
+29514,"Disorganized type schizophrenia, chronic with acute exacerbation",Hebephrenia-chr/exacerb,
+29515,"Disorganized type schizophrenia, in remission",Hebephrenia-remission,
+29520,"Catatonic type schizophrenia, unspecified",Catatonia-unspec,
+29521,"Catatonic type schizophrenia, subchronic",Catatonia-subchronic,
+29522,"Catatonic type schizophrenia, chronic",Catatonia-chronic,
+29523,"Catatonic type schizophrenia, subchronic with acute exacerbation",Catatonia-subchr/exacerb,
+29524,"Catatonic type schizophrenia, chronic with acute exacerbation",Catatonia-chr/exacerb,
+29525,"Catatonic type schizophrenia, in remission",Catatonia-remission,
+29530,"Paranoid type schizophrenia, unspecified",Paranoid schizo-unspec,
+29531,"Paranoid type schizophrenia, subchronic",Paranoid schizo-subchr,
+29532,"Paranoid type schizophrenia, chronic",Paranoid schizo-chronic,
+29533,"Paranoid type schizophrenia, subchronic with acute exacerbation",Paran schizo-subchr/exac,
+29534,"Paranoid type schizophrenia, chronic with acute exacerbation",Paran schizo-chr/exacerb,
+29535,"Paranoid type schizophrenia, in remission",Paranoid schizo-remiss,
+29540,"Schizophreniform disorder, unspecified",Schizophreniform dis NOS,
+29541,"Schizophreniform disorder, subchronic",Schizophrenic dis-subchr,
+29542,"Schizophreniform disorder, chronic",Schizophren dis-chronic,
+29543,"Schizophreniform disorder, subchronic with acute exacerbation",Schizo dis-subchr/exacer,
+29544,"Schizophreniform disorder, chronic with acute exacerbation",Schizophr dis-chr/exacer,
+29545,"Schizophreniform disorder, in remission",Schizophrenic dis-remiss,
+29550,"Latent schizophrenia, unspecified",Latent schizophren-unsp,
+29551,"Latent schizophrenia, subchronic",Lat schizophren-subchr,
+29552,"Latent schizophrenia, chronic",Latent schizophren-chr,
+29553,"Latent schizophrenia, subchronic with acute exacerbation",Lat schizo-subchr/exacer,
+29554,"Latent schizophrenia, chronic with acute exacerbation",Latent schizo-chr/exacer,
+29555,"Latent schizophrenia, in remission",Lat schizophren-remiss,
+29560,"Schizophrenic disorders, residual type, unspecified",Schizophr dis resid NOS,
+29561,"Schizophrenic disorders, residual type, subchronic",Schizoph dis resid-subch,
+29562,"Schizophrenic disorders, residual type, chronic",Schizophr dis resid-chr,
+29563,"Schizophrenic disorders, residual type, subchronic with acute exacerbation",Schizo resid subchr/exac,
+29564,"Schizophrenic disorders, residual type, chronic with acute exacerbation",Schizoph resid-chro/exac,
+29565,"Schizophrenic disorders, residual type, in remission",Schizoph dis resid-remis,
+29570,"Schizoaffective disorder, unspecified",Schizoaffective dis NOS,
+29571,"Schizoaffective disorder, subchronic",Schizoaffectv dis-subchr,
+29572,"Schizoaffective disorder, chronic",Schizoaffective dis-chr,
+29573,"Schizoaffective disorder, subchronic with acute exacerbation",Schizoaff dis-subch/exac,
+29574,"Schizoaffective disorder, chronic with acute exacerbation",Schizoafftv dis-chr/exac,
+29575,"Schizoaffective disorder, in remission",Schizoaffectve dis-remis,
+29580,"Other specified types of schizophrenia, unspecified",Schizophrenia NEC-unspec,
+29581,"Other specified types of schizophrenia, subchronic",Schizophrenia NEC-subchr,
+29582,"Other specified types of schizophrenia, chronic",Schizophrenia NEC-chr,
+29583,"Other specified types of schizophrenia, subchronic with acute exacerbation",Schizo NEC-subchr/exacer,
+29584,"Other specified types of schizophrenia, chronic with acute exacerbation",Schizo NEC-chr/exacerb,
+29585,"Other specified types of schizophrenia, in remission",Schizophrenia NEC-remiss,
+29590,"Unspecified schizophrenia, unspecified",Schizophrenia NOS-unspec,
+29591,"Unspecified schizophrenia, subchronic",Schizophrenia NOS-subchr,
+29592,"Unspecified schizophrenia, chronic",Schizophrenia NOS-chr,
+29593,"Unspecified schizophrenia, subchronic with acute exacerbation",Schizo NOS-subchr/exacer,
+29594,"Unspecified schizophrenia, chronic with acute exacerbation",Schizo NOS-chr/exacerb,
+29595,"Unspecified schizophrenia, in remission",Schizophrenia NOS-remiss,
+29600,"Bipolar I disorder, single manic episode, unspecified",Bipol I single manic NOS,
+29601,"Bipolar I disorder, single manic episode, mild",Bipol I single manc-mild,
+29602,"Bipolar I disorder, single manic episode, moderate",Bipol I single manic-mod,
+29603,"Bipolar I disorder, single manic episode, severe, without mention of psychotic behavior",Bipol I sing-sev w/o psy,
+29604,"Bipolar I disorder, single manic episode, severe, specified as with psychotic behavior",Bipo I sin man-sev w psy,
+29605,"Bipolar I disorder, single manic episode, in partial or unspecified remission",Bipol I sing man rem NOS,
+29606,"Bipolar I disorder, single manic episode, in full remission",Bipol I single manic rem,
+29610,"Manic affective disorder, recurrent episode, unspecified",Recur manic dis-unspec,
+29611,"Manic affective disorder, recurrent episode, mild",Recur manic dis-mild,
+29612,"Manic affective disorder, recurrent episode, moderate",Recur manic dis-mod,
+29613,"Manic affective disorder, recurrent episode, severe, without mention of psychotic behavior",Recur manic dis-severe,
+29614,"Manic affective disorder, recurrent episode, severe, specified as with psychotic behavior",Recur manic-sev w psycho,
+29615,"Manic affective disorder, recurrent episode, in partial or unspecified remission",Recur manic-part remiss,
+29616,"Manic affective disorder, recurrent episode, in full remission",Recur manic-full remiss,
+29620,"Major depressive affective disorder, single episode, unspecified",Depress psychosis-unspec,
+29621,"Major depressive affective disorder, single episode, mild",Depress psychosis-mild,
+29622,"Major depressive affective disorder, single episode, moderate",Depressive psychosis-mod,
+29623,"Major depressive affective disorder, single episode, severe, without mention of psychotic behavior",Depress psychosis-severe,
+29624,"Major depressive affective disorder, single episode, severe, specified as with psychotic behavior",Depr psychos-sev w psych,
+29625,"Major depressive affective disorder, single episode, in partial or unspecified remission",Depr psychos-part remiss,
+29626,"Major depressive affective disorder, single episode, in full remission",Depr psychos-full remiss,
+29630,"Major depressive affective disorder, recurrent episode, unspecified",Recurr depr psychos-unsp,
+29631,"Major depressive affective disorder, recurrent episode, mild",Recurr depr psychos-mild,
+29632,"Major depressive affective disorder, recurrent episode, moderate",Recurr depr psychos-mod,
+29633,"Major depressive affective disorder, recurrent episode, severe, without mention of psychotic behavior",Recur depr psych-severe,
+29634,"Major depressive affective disorder, recurrent episode, severe, specified as with psychotic behavior",Rec depr psych-psychotic,
+29635,"Major depressive affective disorder, recurrent episode, in partial or unspecified remission",Recur depr psyc-part rem,
+29636,"Major depressive affective disorder, recurrent episode, in full remission",Recur depr psyc-full rem,
+29640,"Bipolar I disorder, most recent episode (or current) manic, unspecified",Bipol I currnt manic NOS,
+29641,"Bipolar I disorder, most recent episode (or current) manic, mild",Bipol I curnt manic-mild,
+29642,"Bipolar I disorder, most recent episode (or current) manic, moderate",Bipol I currnt manic-mod,
+29643,"Bipolar I disorder, most recent episode (or current) manic, severe, without mention of psychotic behavior",Bipol I manc-sev w/o psy,
+29644,"Bipolar I disorder, most recent episode (or current) manic, severe, specified as with psychotic behavior",Bipol I manic-sev w psy,
+29645,"Bipolar I disorder, most recent episode (or current) manic, in partial or unspecified remission",Bipol I cur man part rem,
+29646,"Bipolar I disorder, most recent episode (or current) manic, in full remission",Bipol I cur man full rem,
+29650,"Bipolar I disorder, most recent episode (or current) depressed, unspecified",Bipol I cur depres NOS,
+29651,"Bipolar I disorder, most recent episode (or current) depressed, mild",Bipol I cur depress-mild,
+29652,"Bipolar I disorder, most recent episode (or current) depressed, moderate",Bipol I cur depress-mod,
+29653,"Bipolar I disorder, most recent episode (or current) depressed, severe, without mention of psychotic behavior",Bipol I curr dep w/o psy,
+29654,"Bipolar I disorder, most recent episode (or current) depressed, severe, specified as with psychotic behavior",Bipol I currnt dep w psy,
+29655,"Bipolar I disorder, most recent episode (or current) depressed, in partial or unspecified remission",Bipol I cur dep rem NOS,
+29656,"Bipolar I disorder, most recent episode (or current) depressed, in full remission",Bipol I currnt dep remis,
+29660,"Bipolar I disorder, most recent episode (or current) mixed, unspecified",Bipol I currnt mixed NOS,
+29661,"Bipolar I disorder, most recent episode (or current) mixed, mild",Bipol I currnt mix-mild,
+29662,"Bipolar I disorder, most recent episode (or current) mixed, moderate",Bipol I currnt mixed-mod,
+29663,"Bipolar I disorder, most recent episode (or current) mixed, severe, without mention of psychotic behavior",Bipol I cur mix w/o psy,
+29664,"Bipolar I disorder, most recent episode (or current) mixed, severe, specified as with psychotic behavior",Bipol I cur mixed w psy,
+29665,"Bipolar I disorder, most recent episode (or current) mixed, in partial or unspecified remission",Bipol I cur mix-part rem,
+29666,"Bipolar I disorder, most recent episode (or current) mixed, in full remission",Bipol I cur mixed remiss,
+2967,"Bipolar I disorder, most recent episode (or current) unspecified",Bipolor I current NOS,
+29680,"Bipolar disorder, unspecified",Bipolar disorder NOS,
+29681,Atypical manic disorder,Atypical manic disorder,
+29682,Atypical depressive disorder,Atypical depressive dis,
+29689,Other bipolar disorders,Bipolar disorder NEC,
+29690,Unspecified episodic mood disorder,Episodic mood disord NOS,
+29699,Other specified episodic mood disorder,Episodic mood disord NEC,
+2970,"Paranoid state, simple","Paranoid state, simple",
+2971,Delusional disorder,Delusional disorder,
+2972,Paraphrenia,Paraphrenia,
+2973,Shared psychotic disorder,Shared psychotic disord,
+2978,Other specified paranoid states,Paranoid states NEC,
+2979,Unspecified paranoid state,Paranoid state NOS,
+2980,Depressive type psychosis,React depress psychosis,
+2981,Excitative type psychosis,Excitativ type psychosis,
+2982,Reactive confusion,Reactive confusion,
+2983,Acute paranoid reaction,Acute paranoid reaction,
+2984,Psychogenic paranoid psychosis,Psychogen paranoid psych,
+2988,Other and unspecified reactive psychosis,React psychosis NEC/NOS,
+2989,Unspecified psychosis,Psychosis NOS,
+29900,"Autistic disorder, current or active state",Autistic disord-current,
+29901,"Autistic disorder, residual state",Autistic disord-residual,
+29910,"Childhood disintegrative disorder, current or active state",Childhd disintegr-active,
+29911,"Childhood disintegrative disorder, residual state",Childhd disintegr-resid,
+29980,"Other specified pervasive developmental disorders, current or active state",Pervasv dev dis-cur NEC,
+29981,"Other specified pervasive developmental disorders, residual state",Pervasv dev dis-res NEC,
+29990,"Unspecified pervasive developmental disorder, current or active state",Pervasv dev dis-cur NOS,
+29991,"Unspecified pervasive developmental disorder, residual state",Pervasv dev dis-res NOS,
+30000,"Anxiety state, unspecified",Anxiety state NOS,
+30001,Panic disorder without agoraphobia,Panic dis w/o agorphobia,
+30002,Generalized anxiety disorder,Generalized anxiety dis,
+30009,Other anxiety states,Anxiety state NEC,
+30010,"Hysteria, unspecified",Hysteria NOS,
+30011,Conversion disorder,Conversion disorder,
+30012,Dissociative amnesia,Dissociative amnesia,
+30013,Dissociative fugue,Dissociative fugue,
+30014,Dissociative identity disorder,Dissociatve identity dis,
+30015,"Dissociative disorder or reaction, unspecified",Dissociative react NOS,
+30016,Factitious disorder with predominantly psychological signs and symptoms,Factitious dis w symptom,
+30019,Other and unspecified factitious illness,Factitious ill NEC/NOS,
+30020,"Phobia, unspecified",Phobia NOS,
+30021,Agoraphobia with panic disorder,Agoraphobia w panic dis,
+30022,Agoraphobia without mention of panic attacks,Agoraphobia w/o panic,
+30023,Social phobia,Social phobia,
+30029,Other isolated or specific phobias,Isolated/spec phobia NEC,
+3003,Obsessive-compulsive disorders,Obsessive-compulsive dis,
+3004,Dysthymic disorder,Dysthymic disorder,
+3005,Neurasthenia,Neurasthenia,
+3006,Depersonalization disorder,Depersonalization disord,
+3007,Hypochondriasis,Hypochondriasis,
+30081,Somatization disorder,Somatization disorder,
+30082,Undifferentiated somatoform disorder,Undiff somatoform disrdr,
+30089,Other somatoform disorders,Somatoform disorders NEC,
+3009,Unspecified nonpsychotic mental disorder,Nonpsychotic disord NOS,
+3010,Paranoid personality disorder,Paranoid personality,
+30110,"Affective personality disorder, unspecified",Affectiv personality NOS,
+30111,Chronic hypomanic personality disorder,Chronic hypomanic person,
+30112,Chronic depressive personality disorder,Chr depressive person,
+30113,Cyclothymic disorder,Cyclothymic disorder,
+30120,"Schizoid personality disorder, unspecified",Schizoid personality NOS,
+30121,Introverted personality,Introverted personality,
+30122,Schizotypal personality disorder,Schizotypal person dis,
+3013,Explosive personality disorder,Explosive personality,
+3014,Obsessive-compulsive personality disorder,Obsessive-compulsive dis,
+30150,"Histrionic personality disorder, unspecified",Histrionic person NOS,
+30151,Chronic factitious illness with physical symptoms,Chr factitious illness,
+30159,Other histrionic personality disorder,Histrionic person NEC,
+3016,Dependent personality disorder,Dependent personality,
+3017,Antisocial personality disorder,Antisocial personality,
+30181,Narcissistic personality disorder,Narcissistic personality,
+30182,Avoidant personality disorder,Avoidant personality dis,
+30183,Borderline personality disorder,Borderline personality,
+30184,Passive-aggressive personality,Passive-aggressiv person,
+30189,Other personality disorders,Personality disorder NEC,
+3019,Unspecified personality disorder,Personality disorder NOS,
+3020,Ego-dystonic sexual orientation,Ego-dystonic sex orient,
+3021,Zoophilia,Zoophilia,
+3022,Pedophilia,Pedophilia,
+3023,Transvestic fetishism,Transvestic fetishism,
+3024,Exhibitionism,Exhibitionism,
+30250,Trans-sexualism with unspecified sexual history,Trans-sexualism NOS,
+30251,Trans-sexualism with asexual history,"Trans-sexualism, asexual",
+30252,Trans-sexualism with homosexual history,"Trans-sexual, homosexual",
+30253,Trans-sexualism with heterosexual history,"Trans-sex, heterosexual",
+3026,Gender identity disorder in children,Gendr identity dis-child,
+30270,"Psychosexual dysfunction, unspecified",Psychosexual dysfunc NOS,
+30271,Hypoactive sexual desire disorder,Hypoactive sex desire,
+30272,Psychosexual dysfunction with inhibited sexual excitement,Inhibited sex excitement,
+30273,Female orgasmic disorder,Female orgasmic disorder,
+30274,Male orgasmic disorder,Male orgasmic disorder,
+30275,Premature ejaculation,Premature ejaculation,
+30276,"Dyspareunia, psychogenic","Dyspareunia,psychogenic",
+30279,Psychosexual dysfunction with other specified psychosexual dysfunctions,Psychosexual dysfunc NEC,
+30281,Fetishism,Fetishism,
+30282,Voyeurism,Voyeurism,
+30283,Sexual masochism,Sexual masochism,
+30284,Sexual sadism,Sexual sadism,
+30285,Gender identity disorder in adolescents or adults,"Gend iden dis,adol/adult",
+30289,Other specified psychosexual disorders,Psychosexual dis NEC,
+3029,Unspecified psychosexual disorder,Psychosexual dis NOS,
+30300,"Acute alcoholic intoxication in alcoholism, unspecified",Ac alcohol intox-unspec,
+30301,"Acute alcoholic intoxication in alcoholism, continuous",Ac alcohol intox-contin,
+30302,"Acute alcoholic intoxication in alcoholism, episodic",Ac alcohol intox-episod,
+30303,"Acute alcoholic intoxication in alcoholism, in remission",Ac alcohol intox-remiss,
+30390,"Other and unspecified alcohol dependence, unspecified",Alcoh dep NEC/NOS-unspec,
+30391,"Other and unspecified alcohol dependence, continuous",Alcoh dep NEC/NOS-contin,
+30392,"Other and unspecified alcohol dependence, episodic",Alcoh dep NEC/NOS-episod,
+30393,"Other and unspecified alcohol dependence, in remission",Alcoh dep NEC/NOS-remiss,
+30400,"Opioid type dependence, unspecified",Opioid dependence-unspec,
+30401,"Opioid type dependence, continuous",Opioid dependence-contin,
+30402,"Opioid type dependence, episodic",Opioid dependence-episod,
+30403,"Opioid type dependence, in remission",Opioid dependence-remiss,
+30410,"Sedative, hypnotic or anxiolytic dependence, unspecified","Sed,hyp,anxiolyt dep-NOS",
+30411,"Sedative, hypnotic or anxiolytic dependence, continuous","Sed,hyp,anxiolyt dep-con",
+30412,"Sedative, hypnotic or anxiolytic dependence, episodic","Sed,hyp,anxiolyt dep-epi",
+30413,"Sedative, hypnotic or anxiolytic dependence, in remission","Sed,hyp,anxiolyt dep-rem",
+30420,"Cocaine dependence, unspecified",Cocaine depend-unspec,
+30421,"Cocaine dependence, continuous",Cocaine depend-contin,
+30422,"Cocaine dependence, episodic",Cocaine depend-episodic,
+30423,"Cocaine dependence, in remission",Cocaine depend-remiss,
+30430,"Cannabis dependence, unspecified",Cannabis depend-unspec,
+30431,"Cannabis dependence, continuous",Cannabis depend-contin,
+30432,"Cannabis dependence, episodic",Cannabis depend-episodic,
+30433,"Cannabis dependence, in remission",Cannabis depend-remiss,
+30440,"Amphetamine and other psychostimulant dependence, unspecified",Amphetamin depend-unspec,
+30441,"Amphetamine and other psychostimulant dependence, continuous",Amphetamin depend-contin,
+30442,"Amphetamine and other psychostimulant dependence, episodic",Amphetamin depend-episod,
+30443,"Amphetamine and other psychostimulant dependence, in remission",Amphetamin depend-remiss,
+30450,"Hallucinogen dependence, unspecified",Hallucinogen dep-unspec,
+30451,"Hallucinogen dependence, continuous",Hallucinogen dep-contin,
+30452,"Hallucinogen dependence, episodic",Hallucinogen dep-episod,
+30453,"Hallucinogen dependence, in remission",Hallucinogen dep-remiss,
+30460,"Other specified drug dependence, unspecified",Drug depend NEC-unspec,
+30461,"Other specified drug dependence, continuous",Drug depend NEC-contin,
+30462,"Other specified drug dependence, episodic",Drug depend NEC-episodic,
+30463,"Other specified drug dependence, in remission",Drug depend NEC-in rem,
+30470,"Combinations of opioid type drug with any other drug dependence, unspecified",Opioid/other dep-unspec,
+30471,"Combinations of opioid type drug with any other drug dependence, continuous",Opioid/other dep-contin,
+30472,"Combinations of opioid type drug with any other drug dependence, episodic",Opioid/other dep-episod,
+30473,"Combinations of opioid type drug with any other drug dependence, in remission",Opioid/other dep-remiss,
+30480,"Combinations of drug dependence excluding opioid type drug, unspecified",Comb drug dep NEC-unspec,
+30481,"Combinations of drug dependence excluding opioid type drug, continuous",Comb drug dep NEC-contin,
+30482,"Combinations of drug dependence excluding opioid type drug, episodic",Comb drug dep NEC-episod,
+30483,"Combinations of drug dependence excluding opioid type drug, in remission",Comb drug dep NEC-remiss,
+30490,"Unspecified drug dependence, unspecified",Drug depend NOS-unspec,
+30491,"Unspecified drug dependence, continuous",Drug depend NOS-contin,
+30492,"Unspecified drug dependence, episodic",Drug depend NOS-episodic,
+30493,"Unspecified drug dependence, in remission",Drug depend NOS-remiss,
+30500,"Alcohol abuse, unspecified",Alcohol abuse-unspec,
+30501,"Alcohol abuse, continuous",Alcohol abuse-continuous,
+30502,"Alcohol abuse, episodic",Alcohol abuse-episodic,
+30503,"Alcohol abuse, in remission",Alcohol abuse-in remiss,
+3051,Tobacco use disorder,Tobacco use disorder,
+30520,"Cannabis abuse, unspecified",Cannabis abuse-unspec,
+30521,"Cannabis abuse, continuous",Cannabis abuse-contin,
+30522,"Cannabis abuse, episodic",Cannabis abuse-episodic,
+30523,"Cannabis abuse, in remission",Cannabis abuse-in remiss,
+30530,"Hallucinogen abuse, unspecified",Hallucinog abuse-unspec,
+30531,"Hallucinogen abuse, continuous",Hallucinog abuse-contin,
+30532,"Hallucinogen abuse, episodic",Hallucinog abuse-episod,
+30533,"Hallucinogen abuse, in remission",Hallucinog abuse-remiss,
+30540,"Sedative, hypnotic or anxiolytic abuse, unspecified","Sed,hyp,anxiolytc ab-NOS",
+30541,"Sedative, hypnotic or anxiolytic abuse, continuous","Sed,hyp,anxiolytc ab-con",
+30542,"Sedative, hypnotic or anxiolytic abuse, episodic","Sed,hyp,anxiolytc ab-epi",
+30543,"Sedative, hypnotic or anxiolytic abuse, in remission","Sed,hyp,anxiolytc ab-rem",
+30550,"Opioid abuse, unspecified",Opioid abuse-unspec,
+30551,"Opioid abuse, continuous",Opioid abuse-continuous,
+30552,"Opioid abuse, episodic",Opioid abuse-episodic,
+30553,"Opioid abuse, in remission",Opioid abuse-in remiss,
+30560,"Cocaine abuse, unspecified",Cocaine abuse-unspec,
+30561,"Cocaine abuse, continuous",Cocaine abuse-continuous,
+30562,"Cocaine abuse, episodic",Cocaine abuse-episodic,
+30563,"Cocaine abuse, in remission",Cocaine abuse-in remiss,
+30570,"Amphetamine or related acting sympathomimetic abuse, unspecified",Amphetamine abuse-unspec,
+30571,"Amphetamine or related acting sympathomimetic abuse, continuous",Amphetamine abuse-contin,
+30572,"Amphetamine or related acting sympathomimetic abuse, episodic",Amphetamine abuse-episod,
+30573,"Amphetamine or related acting sympathomimetic abuse, in remission",Amphetamine abuse-remiss,
+30580,"Antidepressant type abuse, unspecified",Antidepress abuse-unspec,
+30581,"Antidepressant type abuse, continuous",Antidepress abuse-contin,
+30582,"Antidepressant type abuse, episodic",Antidepress abuse-episod,
+30583,"Antidepressant type abuse, in remission",Antidepress abuse-remiss,
+30590,"Other, mixed, or unspecified drug abuse, unspecified",Drug abuse NEC-unspec,
+30591,"Other, mixed, or unspecified drug abuse, continuous",Drug abuse NEC-contin,
+30592,"Other, mixed, or unspecified drug abuse, episodic",Drug abuse NEC-episodic,
+30593,"Other, mixed, or unspecified drug abuse, in remission",Drug abuse NEC-in remiss,
+3060,Musculoskeletal malfunction arising from mental factors,Psychogen musculskel dis,
+3061,Respiratory malfunction arising from mental factors,Psychogenic respir dis,
+3062,Cardiovascular malfunction arising from mental factors,Psychogen cardiovasc dis,
+3063,Skin disorder arising from mental factors,Psychogenic skin disease,
+3064,Gastrointestinal malfunction arising from mental factors,Psychogenic GI disease,
+30650,"Psychogenic genitourinary malfunction, unspecified",Psychogenic gu dis NOS,
+30651,Psychogenic vaginismus,Psychogenic vaginismus,
+30652,Psychogenic dysmenorrhea,Psychogenic dysmenorrhea,
+30653,Psychogenic dysuria,Psychogenic dysuria,
+30659,Other genitourinary malfunction arising from mental factors,Psychogenic gu dis NEC,
+3066,Endocrine disorder arising from mental factors,Psychogen endocrine dis,
+3067,Disorder of organs of special sense arising from mental factors,Psychogenic sensory dis,
+3068,Other specified psychophysiological malfunction,Psychogenic disorder NEC,
+3069,Unspecified psychophysiological malfunction,Psychogenic disorder NOS,
+3070,Adult onset fluency disorder,Adult onset flncy disord,
+3071,Anorexia nervosa,Anorexia nervosa,
+30720,"Tic disorder, unspecified",Tic disorder NOS,
+30721,Transient tic disorder,Transient tic disorder,
+30722,Chronic motor or vocal tic disorder,Chr motor/vocal tic dis,
+30723,Tourette's disorder,Tourette's disorder,
+3073,Stereotypic movement disorder,Stereotypic movement dis,
+30740,"Nonorganic sleep disorder, unspecified",Nonorganic sleep dis NOS,
+30741,Transient disorder of initiating or maintaining sleep,Transient insomnia,
+30742,Persistent disorder of initiating or maintaining sleep,Persistent insomnia,
+30743,Transient disorder of initiating or maintaining wakefulness,Transient hypersomnia,
+30744,Persistent disorder of initiating or maintaining wakefulness,Persistent hypersomnia,
+30745,Circadian rhythm sleep disorder of nonorganic origin,Nonorganic circadian rhy,
+30746,Sleep arousal disorder,Sleep arousal disorder,
+30747,Other dysfunctions of sleep stages or arousal from sleep,Sleep stage dysfunc NEC,
+30748,Repetitive intrusions of sleep,Repetit sleep intrusion,
+30749,Other specific disorders of sleep of nonorganic origin,Nonorganic sleep dis NEC,
+30750,"Eating disorder, unspecified",Eating disorder NOS,
+30751,Bulimia nervosa,Bulimia nervosa,
+30752,Pica,Pica,
+30753,Rumination disorder,Rumination disorder,
+30754,Psychogenic vomiting,Psychogenic vomiting,
+30759,Other disorders of eating,Eating disorder NEC,
+3076,Enuresis,Enuresis,
+3077,Encopresis,Encopresis,
+30780,"Psychogenic pain, site unspecified",Psychogenic pain NOS,
+30781,Tension headache,Tension headache,
+30789,Other pain disorders related to psychological factors,Psychogenic pain NEC,
+3079,"Other and unspecified special symptoms or syndromes, not elsewhere classified",Special symptom NEC/NOS,
+3080,Predominant disturbance of emotions,"Stress react, emotional",
+3081,Predominant disturbance of consciousness,"Stress reaction, fugue",
+3082,Predominant psychomotor disturbance,"Stress react, psychomot",
+3083,Other acute reactions to stress,Acute stress react NEC,
+3084,Mixed disorders as reaction to stress,"Stress react, mixed dis",
+3089,Unspecified acute reaction to stress,Acute stress react NOS,
+3090,Adjustment disorder with depressed mood,Adjustmnt dis w depressn,
+3091,Prolonged depressive reaction,Prolong depressive react,
+30921,Separation anxiety disorder,Separation anxiety,
+30922,Emancipation disorder of adolescence and early adult life,Emancipation disorder,
+30923,Specific academic or work inhibition,Academic/work inhibition,
+30924,Adjustment disorder with anxiety,Adjustment dis w anxiety,
+30928,Adjustment disorder with mixed anxiety and depressed mood,Adjust dis w anxiety/dep,
+30929,Other adjustment reactions with predominant disturbance of other emotions,Adj react-emotion NEC,
+3093,Adjustment disorder with disturbance of conduct,Adjust disor/dis conduct,
+3094,Adjustment disorder with mixed disturbance of emotions and conduct,Adj dis-emotion/conduct,
+30981,Posttraumatic stress disorder,Posttraumatic stress dis,
+30982,Adjustment reaction with physical symptoms,Adjust react-phys sympt,
+30983,Adjustment reaction with withdrawal,Adjust react-withdrawal,
+30989,Other specified adjustment reactions,Adjustment reaction NEC,
+3099,Unspecified adjustment reaction,Adjustment reaction NOS,
+3100,Frontal lobe syndrome,Frontal lobe syndrome,
+3101,Personality change due to conditions classified elsewhere,Personality chg oth dis,
+3102,Postconcussion syndrome,Postconcussion syndrome,
+31081,Pseudobulbar affect,Pseudobulbar affect,
+31089,Other specified nonpsychotic mental disorders following organic brain damage,Nonpsych mntl disord NEC,
+3109,Unspecified nonpsychotic mental disorder following organic brain damage,Nonpsychot brain syn NOS,
+311,"Depressive disorder, not elsewhere classified",Depressive disorder NEC,
+31200,"Undersocialized conduct disorder, aggressive type, unspecified",Unsocial aggress-unspec,
+31201,"Undersocialized conduct disorder, aggressive type, mild",Unsocial aggression-mild,
+31202,"Undersocialized conduct disorder, aggressive type, moderate",Unsocial aggression-mod,
+31203,"Undersocialized conduct disorder, aggressive type, severe",Unsocial aggress-severe,
+31210,"Undersocialized conduct disorder, unaggressive type, unspecified",Unsocial unaggress-unsp,
+31211,"Undersocialized conduct disorder, unaggressive type, mild",Unsocial unaggress-mild,
+31212,"Undersocialized conduct disorder, unaggressive type, moderate",Unsocial unaggress-mod,
+31213,"Undersocialized conduct disorder, unaggressive type, severe",Unsocial unaggr-severe,
+31220,"Socialized conduct disorder, unspecified",Social conduct dis-unsp,
+31221,"Socialized conduct disorder, mild",Social conduct dis-mild,
+31222,"Socialized conduct disorder, moderate",Social conduct dis-mod,
+31223,"Socialized conduct disorder, severe",Social conduct dis-sev,
+31230,"Impulse control disorder, unspecified",Impulse control dis NOS,
+31231,Pathological gambling,Pathological gambling,
+31232,Kleptomania,Kleptomania,
+31233,Pyromania,Pyromania,
+31234,Intermittent explosive disorder,Intermitt explosive dis,
+31235,Isolated explosive disorder,Isolated explosive dis,
+31239,Other disorders of impulse control,Impulse control dis NEC,
+3124,Mixed disturbance of conduct and emotions,Mix dis conduct/emotion,
+31281,"Conduct disorder, childhood onset type",Cndct dsrdr chldhd onst,
+31282,"Conduct disorder, adolescent onset type",Cndct dsrdr adlscnt onst,
+31289,Other conduct disorder,Other conduct disorder,
+3129,Unspecified disturbance of conduct,Conduct disturbance NOS,
+3130,Overanxious disorder specific to childhood and adolescence,Overanxious disorder,
+3131,Misery and unhappiness disorder specific to childhood and adolescence,Misery & unhappiness dis,
+31321,Shyness disorder of childhood,Shyness disorder-child,
+31322,Introverted disorder of childhood,Introverted dis-child,
+31323,Selective mutism,Selective mutism,
+3133,Relationship problems specific to childhood and adolescence,Relationship problems,
+31381,Oppositional defiant disorder,Opposition defiant disor,
+31382,Identity disorder of childhood or adolescence,Identity disorder,
+31383,Academic underachievement disorder of childhood or adolescence,Academic underachievment,
+31389,Other emotional disturbances of childhood or adolescence,Emotional dis child NEC,
+3139,Unspecified emotional disturbance of childhood or adolescence,Emotional dis child NOS,
+31400,Attention deficit disorder without mention of hyperactivity,Attn defic nonhyperact,
+31401,Attention deficit disorder with hyperactivity,Attn deficit w hyperact,
+3141,Hyperkinesis with developmental delay,Hyperkinet w devel delay,
+3142,Hyperkinetic conduct disorder,Hyperkinetic conduct dis,
+3148,Other specified manifestations of hyperkinetic syndrome,Other hyperkinetic synd,
+3149,Unspecified hyperkinetic syndrome,Hyperkinetic synd NOS,
+31500,"Developmental reading disorder, unspecified",Reading disorder NOS,
+31501,Alexia,Alexia,
+31502,Developmental dyslexia,Developmental dyslexia,
+31509,Other specific developmental reading disorder,Reading disorder NEC,
+3151,Mathematics disorder,Mathematics disorder,
+3152,Other specific developmental learning difficulties,Oth learning difficulty,
+31531,Expressive language disorder,Expressive language dis,
+31532,Mixed receptive-expressive language disorder,Recp-expres language dis,
+31534,Speech and language developmental delay due to hearing loss,Speech del d/t hear loss,
+31535,Childhood onset fluency disorder,Chldhd onset flncy disor,
+31539,Other developmental speech or language disorder,Speech/language dis NEC,
+3154,Developmental coordination disorder,Devel coordination dis,
+3155,Mixed development disorder,Mixed development dis,
+3158,Other specified delays in development,Development delays NEC,
+3159,Unspecified delay in development,Development delay NOS,
+316,Psychic factors associated with diseases classified elsewhere,Psychic factor w oth dis,
+317,Mild intellectual disabilities,Mild intellect disabilty,
+3180,Moderate intellectual disabilities,Mod intellect disability,
+3181,Severe intellectual disabilities,Sev intellect disability,
+3182,Profound intellectual disabilities,Profnd intellct disablty,
+319,Unspecified intellectual disabilities,Intellect disability NOS,
+3200,Hemophilus meningitis,Hemophilus meningitis,
+3201,Pneumococcal meningitis,Pneumococcal meningitis,
+3202,Streptococcal meningitis,Streptococcal meningitis,
+3203,Staphylococcal meningitis,Staphylococc meningitis,
+3207,Meningitis in other bacterial diseases classified elsewhere,Mening in oth bact dis,
+32081,Anaerobic meningitis,Anaerobic meningitis,
+32082,"Meningitis due to gram-negative bacteria, not elsewhere classified",Mningts gram-neg bct NEC,
+32089,Meningitis due to other specified bacteria,Meningitis oth spcf bact,
+3209,Meningitis due to unspecified bacterium,Bacterial meningitis NOS,
+3210,Cryptococcal meningitis,Cryptococcal meningitis,
+3211,Meningitis in other fungal diseases,Mening in oth fungal dis,
+3212,Meningitis due to viruses not elsewhere classified,Mening in oth viral dis,
+3213,Meningitis due to trypanosomiasis,Trypanosomiasis meningit,
+3214,Meningitis in sarcoidosis,Meningit d/t sarcoidosis,
+3218,Meningitis due to other nonbacterial organisms classified elsewhere,Mening in oth nonbac dis,
+3220,Nonpyogenic meningitis,Nonpyogenic meningitis,
+3221,Eosinophilic meningitis,Eosinophilic meningitis,
+3222,Chronic meningitis,Chronic meningitis,
+3229,"Meningitis, unspecified",Meningitis NOS,
+32301,Encephalitis and encephalomyelitis in viral diseases classified elsewhere,Enceph/encephmye oth dis,
+32302,Myelitis in viral diseases classified elsewhere,Myelitis-oth viral dis,
+3231,"Encephalitis, myelitis, and encephalomyelitis in rickettsial diseases classified elsewhere",Rickettsial encephalitis,
+3232,"Encephalitis, myelitis, and encephalomyelitis in protozoal diseases classified elsewhere",Protozoal encephalitis,
+32341,Other encephalitis and encephalomyelitis due to other infections classified elsewhere,Ot encph/mye ot inf else,
+32342,Other myelitis due to other infections classified elsewhere,Oth myelitis ot inf else,
+32351,Encephalitis and encephalomyelitis following immunization procedures,Enceph/myel folwg immune,
+32352,Myelitis following immunization procedures,Myelitis follwg immune,
+32361,Infectious acute disseminated encephalomyelitis (ADEM),Inf ac dis encephalomyel,
+32362,Other postinfectious encephalitis and encephalomyelitis,Postinf encephalitis NEC,
+32363,Postinfectious myelitis,Postinfectious myelitis,
+32371,Toxic encephalitis and encephalomyelitis,Toxic encph & encephlomy,
+32372,Toxic myelitis,Toxic myelitis,
+32381,Other causes of encephalitis and encephalomyelitis,Enceph & encephlalo NEC,
+32382,Other causes of myelitis,Myelitis cause NEC,
+3239,"Unspecified causes of encephalitis, myelitis, and encephalomyelitis",Encephalitis NOS,
+3240,Intracranial abscess,Intracranial abscess,
+3241,Intraspinal abscess,Intraspinal abscess,
+3249,Intracranial and intraspinal abscess of unspecified site,Cns abscess NOS,
+325,Phlebitis and thrombophlebitis of intracranial venous sinuses,Phlebitis intrcran sinus,
+326,Late effects of intracranial abscess or pyogenic infection,Late eff cns abscess,
+32700,"Organic insomnia, unspecified",Organic insomnia NOS,
+32701,Insomnia due to medical condition classified elsewhere,Insomnia in other dis,
+32702,Insomnia due to mental disorder,Insomnia dt mental disor,
+32709,Other organic insomnia,Organic insomnia NEC,
+32710,"Organic hypersomnia, unspecified",Organic hypersomnia NOS,
+32711,Idiopathic hypersomnia with long sleep time,Idio hypersom-long sleep,
+32712,Idiopathic hypersomnia without long sleep time,Idio hypersom-no lng slp,
+32713,Recurrent hypersomnia,Recurrent hypersomnia,
+32714,Hypersomnia due to medical condition classified elsewhere,Hypersomnia in other dis,
+32715,Hypersomnia due to mental disorder,Hypersom dt mental disor,
+32719,Other organic hypersomnia,Organic hypersomnia NEC,
+32720,"Organic sleep apnea, unspecified",Organic sleep apnea NOS,
+32721,Primary central sleep apnea,Prim central sleep apnea,
+32722,High altitude periodic breathing,High altitude breathing,
+32723,Obstructive sleep apnea (adult)(pediatric),Obstructive sleep apnea,
+32724,Idiopathic sleep related non-obstructive alveolar hypoventilation,Idiopath sleep hypovent,
+32725,Congenital central alveolar hypoventilation syndrome,Cong cntrl hypovent synd,
+32726,Sleep related hypoventilation/hypoxemia in conditions classifiable elsewhere,Sleep hypovent oth dis,
+32727,Central sleep apnea in conditions classified elsewhere,Cntrl sleep apnea ot dis,
+32729,Other organic sleep apnea,Organic sleep apnea NEC,
+32730,"Circadian rhythm sleep disorder, unspecified",Circadian rhym sleep NOS,
+32731,"Circadian rhythm sleep disorder, delayed sleep phase type",Circadian rhy-delay slp,
+32732,"Circadian rhythm sleep disorder, advanced sleep phase type",Circadian rhy-advc sleep,
+32733,"Circadian rhythm sleep disorder, irregular sleep-wake type",Circadian rhym-irreg slp,
+32734,"Circadian rhythm sleep disorder, free-running type",Circadian rhym-free run,
+32735,"Circadian rhythm sleep disorder, jet lag type",Circadian rhythm-jetlag,
+32736,"Circadian rhythm sleep disorder, shift work type",Circadian rhy-shift work,
+32737,Circadian rhythm sleep disorder in conditions classified elsewhere,Circadian rhym oth dis,
+32739,Other circadian rhythm sleep disorder,Circadian rhym sleep NEC,
+32740,"Organic parasomnia, unspecified",Organic parasomnia NOS,
+32741,Confusional arousals,Confusional arousals,
+32742,REM sleep behavior disorder,REM sleep behavior dis,
+32743,Recurrent isolated sleep paralysis,Recurrnt sleep paralysis,
+32744,Parasomnia in conditions classified elsewhere,Parasomnia oth diseases,
+32749,Other organic parasomnia,Organic parasomnia NEC,
+32751,Periodic limb movement disorder,Periodic limb movement,
+32752,Sleep related leg cramps,Sleep related leg cramps,
+32753,Sleep related bruxism,Sleep related bruxism,
+32759,Other organic sleep related movement disorders,Organic sleep movemt NEC,
+3278,Other organic sleep disorders,Sleep organic disord NEC,
+3300,Leukodystrophy,Leukodystrophy,
+3301,Cerebral lipidoses,Cerebral lipidoses,
+3302,Cerebral degeneration in generalized lipidoses,Cereb degen in lipidosis,
+3303,Cerebral degeneration of childhood in other diseases classified elsewhere,Cerb deg chld in oth dis,
+3308,Other specified cerebral degenerations in childhood,Cereb degen in child NEC,
+3309,Unspecified cerebral degeneration in childhood,Cereb degen in child NOS,
+3310,Alzheimer's disease,Alzheimer's disease,
+33111,Pick's disease,Pick's disease,
+33119,Other frontotemporal dementia,Frontotemp dementia NEC,
+3312,Senile degeneration of brain,Senile degenerat brain,
+3313,Communicating hydrocephalus,Communicat hydrocephalus,
+3314,Obstructive hydrocephalus,Obstructiv hydrocephalus,
+3315,Idiopathic normal pressure hydrocephalus (INPH),Norml pressure hydroceph,
+3316,Corticobasal degeneration,Corticobasal degneration,
+3317,Cerebral degeneration in diseases classified elsewhere,Cereb degen in oth dis,
+33181,Reye's syndrome,Reye's syndrome,
+33182,Dementia with lewy bodies,Dementia w Lewy bodies,
+33183,"Mild cognitive impairment, so stated",Mild cognitive impairemt,
+33189,Other cerebral degeneration,Cereb degeneration NEC,
+3319,"Cerebral degeneration, unspecified",Cereb degeneration NOS,
+3320,Paralysis agitans,Paralysis agitans,
+3321,Secondary parkinsonism,Secondary parkinsonism,
+3330,Other degenerative diseases of the basal ganglia,Degen basal ganglia NEC,
+3331,Essential and other specified forms of tremor,Tremor NEC,
+3332,Myoclonus,Myoclonus,
+3333,Tics of organic origin,Tics of organic origin,
+3334,Huntington's chorea,Huntington's chorea,
+3335,Other choreas,Chorea NEC,
+3336,Genetic torsion dystonia,Genetic torsion dystonia,
+33371,Athetoid cerebral palsy,Athetoid cerebral palsy,
+33372,Acute dystonia due to drugs,Acute dystonia d/t drugs,
+33379,Other acquired torsion dystonia,Acq torsion dystonia NEC,
+33381,Blepharospasm,Blepharospasm,
+33382,Orofacial dyskinesia,Orofacial dyskinesia,
+33383,Spasmodic torticollis,Spasmodic torticollis,
+33384,Organic writers' cramp,Organic writers' cramp,
+33385,Subacute dyskinesia due to drugs,Subac dyskinesa d/t drug,
+33389,Other fragments of torsion dystonia,Fragm torsion dyston NEC,
+33390,Unspecified extrapyramidal disease and abnormal movement disorder,Extrapyramidal dis NOS,
+33391,Stiff-man syndrome,Stiff-man syndrome,
+33392,Neuroleptic malignant syndrome,Neuroleptic malgnt synd,
+33393,Benign shuddering attacks,Bnign shuddering attacks,
+33394,Restless legs syndrome (RLS),Restless legs syndrome,
+33399,Other extrapyramidal diseases and abnormal movement disorders,Extrapyramidal dis NEC,
+3340,Friedreich's ataxia,Friedreich's ataxia,
+3341,Hereditary spastic paraplegia,Hered spastic paraplegia,
+3342,Primary cerebellar degeneration,Primary cerebellar degen,
+3343,Other cerebellar ataxia,Cerebellar ataxia NEC,
+3344,Cerebellar ataxia in diseases classified elsewhere,Cerebel atax in oth dis,
+3348,Other spinocerebellar diseases,Spinocerebellar dis NEC,
+3349,"Spinocerebellar disease, unspecified",Spinocerebellar dis NOS,
+3350,Werdnig-Hoffmann disease,Werdnig-hoffmann disease,
+33510,"Spinal muscular atrophy, unspecified",Spinal muscl atrophy NOS,
+33511,Kugelberg-Welander disease,Kugelberg-welander dis,
+33519,Other spinal muscular atrophy,Spinal muscl atrophy NEC,
+33520,Amyotrophic lateral sclerosis,Amyotrophic sclerosis,
+33521,Progressive muscular atrophy,Prog muscular atrophy,
+33522,Progressive bulbar palsy,Progressive bulbar palsy,
+33523,Pseudobulbar palsy,Pseudobulbar palsy,
+33524,Primary lateral sclerosis,Prim lateral sclerosis,
+33529,Other motor neuron disease,Motor neuron disease NEC,
+3358,Other anterior horn cell diseases,Ant horn cell dis NEC,
+3359,"Anterior horn cell disease, unspecified",Ant horn cell dis NOS,
+3360,Syringomyelia and syringobulbia,Syringomyelia,
+3361,Vascular myelopathies,Vascular myelopathies,
+3362,Subacute combined degeneration of spinal cord in diseases classified elsewhere,Comb deg cord in oth dis,
+3363,Myelopathy in other diseases classified elsewhere,Myelopathy in oth dis,
+3368,Other myelopathy,Myelopathy NEC,
+3369,Unspecified disease of spinal cord,Spinal cord disease NOS,
+33700,"Idiopathic peripheral autonomic neuropathy, unspecified",Idio perph auto neur NOS,
+33701,Carotid sinus syndrome,Carotid sinus syndrome,
+33709,Other idiopathic peripheral autonomic neuropathy,Idio perph auto neur NEC,
+3371,Peripheral autonomic neuropathy in disorders classified elsewhere,Aut neuropthy in oth dis,
+33720,"Reflex sympathetic dystrophy, unspecified",Unsp rflx sympth dystrph,
+33721,Reflex sympathetic dystrophy of the upper limb,Rflx sym dystrph up limb,
+33722,Reflex sympathetic dystrophy of the lower limb,Rflx sym dystrph lwr lmb,
+33729,Reflex sympathetic dystrophy of other specified site,Rflx sym dystrph oth st,
+3373,Autonomic dysreflexia,Autonomic dysreflexia,
+3379,Unspecified disorder of autonomic nervous system,Autonomic nerve dis NEC,
+3380,Central pain syndrome,Central pain syndrome,
+33811,Acute pain due to trauma,Acute pain due to trauma,
+33812,Acute post-thoracotomy pain,Acute post-thoracot pain,
+33818,Other acute postoperative pain,Acute postop pain NEC,
+33819,Other acute pain,Acute pain NEC,
+33821,Chronic pain due to trauma,Chronc pain d/t trauma,
+33822,Chronic post-thoracotomy pain,Chron post-thoracot pain,
+33828,Other chronic postoperative pain,Chronic postop pain NEC,
+33829,Other chronic pain,Chronic pain NEC,
+3383,Neoplasm related pain (acute) (chronic),Neoplasm related pain,
+3384,Chronic pain syndrome,Chronic pain syndrome,
+33900,"Cluster headache syndrome, unspecified",Cluster headache syn NOS,
+33901,Episodic cluster headache,Episodc cluster headache,
+33902,Chronic cluster headache,Chronic cluster headache,
+33903,Episodic paroxysmal hemicrania,Episdc paroxyml hemicran,
+33904,Chronic paroxysmal hemicrania,Chr paroxysml hemicrania,
+33905,Short lasting unilateral neuralgiform headache with conjunctival injection and tearing,Shrt lst uni nral hdache,
+33909,Other trigeminal autonomic cephalgias,Trigem autonmc cephl NEC,
+33910,"Tension type headache, unspecified",Tension headache NOS,
+33911,Episodic tension type headache,Episdic tension headache,
+33912,Chronic tension type headache,Chronic tension headache,
+33920,"Post-traumatic headache, unspecified",Post-trauma headache NOS,
+33921,Acute post-traumatic headache,Ac post-trauma headache,
+33922,Chronic post-traumatic headache,Chr post-trauma headache,
+3393,"Drug induced headache, not elsewhere classified",Drug induce headache NEC,
+33941,Hemicrania continua,Hemicrania continua,
+33942,New daily persistent headache,New daily pers headache,
+33943,Primary thunderclap headache,Prim thnderclap headache,
+33944,Other complicated headache syndrome,Comp headache synd NEC,
+33981,Hypnic headache,Hypnic headache,
+33982,Headache associated with sexual activity,Headache w sex activity,
+33983,Primary cough headache,Primary cough headache,
+33984,Primary exertional headache,Prim exertion headache,
+33985,Primary stabbing headache,Prim stabbing headache,
+33989,Other headache syndromes,Headache syndrome NEC,
+340,Multiple sclerosis,Multiple sclerosis,
+3410,Neuromyelitis optica,Neuromyelitis optica,
+3411,Schilder's disease,Schilder's disease,
+34120,Acute (transverse) myelitis NOS,Acute myelitis NOS,
+34121,Acute (transverse) myelitis in conditions classified elsewhere,Acute myelitis oth cond,
+34122,Idiopathic transverse myelitis,Idiopathc trans myelitis,
+3418,Other demyelinating diseases of central nervous system,Cns demyelination NEC,
+3419,"Demyelinating disease of central nervous system, unspecified",Cns demyelination NOS,
+34200,Flaccid hemiplegia and hemiparesis affecting unspecified side,Flccd hmiplga unspf side,
+34201,Flaccid hemiplegia and hemiparesis affecting dominant side,Flccd hmiplga domnt side,
+34202,Flaccid hemiplegia and hemiparesis affecting nondominant side,Flccd hmiplg nondmnt sde,
+34210,Spastic hemiplegia and hemiparesis affecting unspecified side,Spstc hmiplga unspf side,
+34211,Spastic hemiplegia and hemiparesis affecting dominant side,Spstc hmiplga domnt side,
+34212,Spastic hemiplegia and hemiparesis affecting nondominant side,Spstc hmiplg nondmnt sde,
+34280,Other specified hemiplegia and hemiparesis affecting unspecified side,Ot sp hmiplga unspf side,
+34281,Other specified hemiplegia and hemiparesis affecting dominant side,Ot sp hmiplga domnt side,
+34282,Other specified hemiplegia and hemiparesis affecting nondominant side,Ot sp hmiplg nondmnt sde,
+34290,"Hemiplegia, unspecified, affecting unspecified side",Unsp hemiplga unspf side,
+34291,"Hemiplegia, unspecified, affecting dominant side",Unsp hemiplga domnt side,
+34292,"Hemiplegia, unspecified, affecting nondominant side",Unsp hmiplga nondmnt sde,
+3430,Congenital diplegia,Congenital diplegia,
+3431,Congenital hemiplegia,Congenital hemiplegia,
+3432,Congenital quadriplegia,Congenital quadriplegia,
+3433,Congenital monoplegia,Congenital monoplegia,
+3434,Infantile hemiplegia,Infantile hemiplegia,
+3438,Other specified infantile cerebral palsy,Cerebral palsy NEC,
+3439,"Infantile cerebral palsy, unspecified",Cerebral palsy NOS,
+34400,"Quadriplegia, unspecified","Quadriplegia, unspecifd",
+34401,"Quadriplegia, C1-C4, complete","Quadrplg c1-c4, complete",
+34402,"Quadriplegia, C1-C4, incomplete","Quadrplg c1-c4, incomplt",
+34403,"Quadriplegia, C5-C7, complete","Quadrplg c5-c7, complete",
+34404,"Quadriplegia, C5-C7, incomplete","Quadrplg c5-c7, incomplt",
+34409,Other quadriplegia,Other quadriplegia,
+3441,Paraplegia,Paraplegia NOS,
+3442,Diplegia of upper limbs,Diplegia of upper limbs,
+34430,Monoplegia of lower limb affecting unspecified side,Monplga lwr lmb unsp sde,
+34431,Monoplegia of lower limb affecting dominant side,Monplga lwr lmb dmnt sde,
+34432,Monoplegia of lower limb affecting nondominant side,Mnplg lwr lmb nondmnt sd,
+34440,Monoplegia of upper limb affecting unspecified side,Monplga upr lmb unsp sde,
+34441,Monoplegia of upper limb affecting dominant side,Monplga upr lmb dmnt sde,
+34442,Monoplegia of upper limb affecting nondominant sde,Mnplg upr lmb nondmnt sd,
+3445,Unspecified monoplegia,Monoplegia NOS,
+34460,Cauda equina syndrome without mention of neurogenic bladder,Cauda equina synd NOS,
+34461,Cauda equina syndrome with neurogenic bladder,Neurogenic bladder,
+34481,Locked-in state,Locked-in state,
+34489,Other specified paralytic syndrome,Oth spcf paralytic synd,
+3449,"Paralysis, unspecified",Paralysis NOS,
+34500,"Generalized nonconvulsive epilepsy, without mention of intractable epilepsy",Gen noncv ep w/o intr ep,
+34501,"Generalized nonconvulsive epilepsy, with intractable epilepsy",Gen nonconv ep w intr ep,
+34510,"Generalized convulsive epilepsy, without mention of intractable epilepsy",Gen cnv epil w/o intr ep,
+34511,"Generalized convulsive epilepsy, with intractable epilepsy",Gen cnv epil w intr epil,
+3452,Petit mal status,Petit mal status,
+3453,Grand mal status,Grand mal status,
+34540,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with complex partial seizures, without mention of intractable epilepsy",Psymotr epil w/o int epi,
+34541,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with complex partial seizures, with intractable epilepsy",Psymotr epil w intr epil,
+34550,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with simple partial seizures, without mention of intractable epilepsy",Part epil w/o intr epil,
+34551,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with simple partial seizures, with intractable epilepsy",Part epil w intr epil,
+34560,"Infantile spasms, without mention of intractable epilepsy",Inf spasm w/o intr epil,
+34561,"Infantile spasms, with intractable epilepsy",Inf spasm w intract epil,
+34570,"Epilepsia partialis continua, without mention of intractable epilepsy",Epil par cont w/o int ep,
+34571,"Epilepsia partialis continua, with intractable epilepsy",Epil par cont w intr epi,
+34580,"Other forms of epilepsy and recurrent seizures, without mention of intractable epilepsy",Epilep NEC w/o intr epil,
+34581,"Other forms of epilepsy and recurrent seizures, with intractable epilepsy",Epilepsy NEC w intr epil,
+34590,"Epilepsy, unspecified, without mention of intractable epilepsy",Epilep NOS w/o intr epil,
+34591,"Epilepsy, unspecified, with intractable epilepsy",Epilepsy NOS w intr epil,
+34600,"Migraine with aura, without mention of intractable migraine without mention of status migrainosus",Mgrn w aura wo ntrc mgrn,
+34601,"Migraine with aura, with intractable migraine, so stated, without mention of status migrainosus",Mgrn w aura w ntrc mgrn,
+34602,"Migraine with aura, without mention of intractable migraine with status migrainosus",Mgrn w aur wo ntrc mgrn,
+34603,"Migraine with aura, with intractable migraine, so stated, with status migrainosus",Mgrn w aura w ntrc mgrn,
+34610,"Migraine without aura, without mention of intractable migraine without mention of status migrainosus",Mgrn wo aura wo ntrc mgr,
+34611,"Migraine without aura, with intractable migraine, so stated, without mention of status migrainosus",Mgrn wo aura w ntrc mgrn,
+34612,"Migraine without aura, without mention of intractable migraine with status migrainosus",Mgrn wo aura wo ntrc mgr,
+34613,"Migraine without aura, with intractable migraine, so stated, with status migrainosus",Mgrn wo aura w ntrc mgrn,
+34620,"Variants of migraine, not elsewhere classified, without mention of intractable migraine without mention of status migrainosus",Vrnt mgrn wo ntr mgr NEC,
+34621,"Variants of migraine, not elsewhere classified, with intractable migraine, so stated, without mention of status migrainosus",Vrnt mgrn w ntrc mgr NEC,
+34622,"Variants of migraine, not elsewhere classified, without mention of intractable migraine with status migrainosus",Var mgr NEC wo ntc mgr,
+34623,"Variants of migraine, not elsewhere classified, with intractable migraine, so stated, with status migrainosus",Var mgrn NEC w ntrc mgr,
+34630,"Hemiplegic migraine, without mention of intractable migraine without mention of status migrainosus",Hmplg mgr wo ntrc wo st,
+34631,"Hemiplegic migraine, with intractable migraine, so stated, without mention of status migrainosus",Hmplg mgrn w ntrc wo st,
+34632,"Hemiplegic migraine, without mention of intractable migraine with status migrainosus",Hemplg mgr wo ntrc w st,
+34633,"Hemiplegic migraine, with intractable migraine, so stated, with status migrainosus",Hmplg mgrn w ntrc w st,
+34640,"Menstrual migraine, without mention of intractable migraine without mention of status migrainosus",Menst mgr wo ntrc wo st,
+34641,"Menstrual migraine, with intractable migraine, so stated, without mention of status migrainosus",Menstl mgrn w ntrc wo st,
+34642,"Menstrual migraine, without mention of intractable migraine with status migrainosus",Menstl mgr wo ntrc w st,
+34643,"Menstrual migraine, with intractable migraine, so stated, with status migrainosus",Menstl mgrn w ntrc w st,
+34650,"Persistent migraine aura without cerebral infarction, without mention of intractable migraine without mention of status migrainosus",Prst aura wo inf/ntr/st,
+34651,"Persistent migraine aura without cerebral infarction, with intractable migraine, so stated, without mention of status migrainosus",Prs ara w ntr wo inf/st,
+34652,"Persistent migraine aura without cerebral infarction, without mention of intractable migraine with status migrainosus",Prs ara wo inf/ntr w st,
+34653,"Persistent migraine aura without cerebral infarction, with intractable migraine, so stated, with status migrainosus",Prs ara wo inf w ntr/st,
+34660,"Persistent migraine aura with cerebral infarction, without mention of intractable migraine without mention of status migrainosus",Prs ara w inf wo ntr/st,
+34661,"Persistent migraine aura with cerebral infarction, with intractable migraine, so stated, without mention of status migrainosus",Prs ara w/inf/ntr wo st,
+34662,"Persistent migraine aura with cerebral infarction, without mention of intractable migraine with status migrainosus",Prs ara wo ntr w inf/st,
+34663,"Persistent migraine aura with cerebral infarction, with intractable migraine, so stated, with status migrainosus",Prst ara w inf w ntr/st,
+34670,"Chronic migraine without aura, without mention of intractable migraine without mention of status migrainosus",Ch mgr wo ar wo nt wo st,
+34671,"Chronic migraine without aura, with intractable migraine, so stated, without mention of status migrainosus",Ch mgr wo ara w nt wo st,
+34672,"Chronic migraine without aura, without mention of intractable migraine with status migrainosus",Ch mgr wo ara wo nt w st,
+34673,"Chronic migraine without aura, with intractable migraine, so stated, with status migrainosus",Ch mgr wo ara w ntr w st,
+34680,"Other forms of migraine, without mention of intractable migraine without mention of status migrainosus",Othr migrne wo ntrc mgrn,
+34681,"Other forms of migraine, with intractable migraine, so stated, without mention of status migrainosus",Othr migrne w ntrc mgrne,
+34682,"Other forms of migraine, without mention of intractable migraine with status migrainosus",Oth mgr wo ntrc w st mgr,
+34683,"Other forms of migraine, with intractable migraine, so stated, with status migrainosus",Oth mgr w ntrc w st mgr,
+34690,"Migraine, unspecified, without mention of intractable migraine without mention of status migrainosus",Migrne unsp wo ntrc mgrn,
+34691,"Migraine, unspecified, with intractable migraine, so stated, without mention of status migrainosus",Mgrn unsp w ntrc mgr std,
+34692,"Migraine, unspecified, without mention of intractable migraine with status migrainosus",Mgr NOS wo ntrc w st mgr,
+34693,"Migraine, unspecified, with intractable migraine, so stated, with status migrainosus",Mgrn NOS w ntrc w st mgr,
+34700,"Narcolepsy, without cataplexy",Narcolepsy w/o cataplexy,
+34701,"Narcolepsy, with cataplexy",Narcolepsy w cataplexy,
+34710,"Narcolepsy in conditions classified elsewhere, without cataplexy",Narclpsy w/o cat oth dis,
+34711,"Narcolepsy in conditions classified elsewhere, with cataplexy",Narcolepsy w cat oth dis,
+3480,Cerebral cysts,Cerebral cysts,
+3481,Anoxic brain damage,Anoxic brain damage,
+3482,Benign intracranial hypertension,Pseudotumor cerebri,
+34830,"Encephalopathy, unspecified",Encephalopathy NOS,
+34831,Metabolic encephalopathy,Metabolic encephalopathy,
+34839,Other encephalopathy,Encephalopathy NEC,
+3484,Compression of brain,Compression of brain,
+3485,Cerebral edema,Cerebral edema,
+34881,Temporal sclerosis,Temporal sclerosis,
+34882,Brain death,Brain death,
+34889,Other conditions of brain,Brain conditions NEC,
+3489,Unspecified condition of brain,Brain condition NOS,
+3490,Reaction to spinal or lumbar puncture,Lumbar puncture reaction,
+3491,Nervous system complications from surgically implanted device,Complication cns device,
+3492,"Disorders of meninges, not elsewhere classified",Disorder of meninges NEC,
+34931,Accidental puncture or laceration of dura during a procedure,Accid punc/op lac dura,
+34939,Other dural tear,Dural tear NEC,
+34981,Cerebrospinal fluid rhinorrhea,Cerebrospinal rhinorrhea,
+34982,Toxic encephalopathy,Toxic encephalopathy,
+34989,Other specified disorders of nervous system,Cns disorder NEC,
+3499,Unspecified disorders of nervous system,Cns disorder NOS,
+3501,Trigeminal neuralgia,Trigeminal neuralgia,
+3502,Atypical face pain,Atypical face pain,
+3508,Other specified trigeminal nerve disorders,Trigeminal nerve dis NEC,
+3509,"Trigeminal nerve disorder, unspecified",Trigeminal nerve dis NOS,
+3510,Bell's palsy,Bell's palsy,
+3511,Geniculate ganglionitis,Geniculate ganglionitis,
+3518,Other facial nerve disorders,Facial nerve dis NEC,
+3519,"Facial nerve disorder, unspecified",Facial nerve dis NOS,
+3520,Disorders of olfactory (1st) nerve,Olfactory nerve disorder,
+3521,Glossopharyngeal neuralgia,Glossopharyng neuralgia,
+3522,Other disorders of glossopharyngeal [9th] nerve,Glossophar nerve dis NEC,
+3523,Disorders of pneumogastric [10th] nerve,Pneumogastric nerve dis,
+3524,Disorders of accessory [11th] nerve,Accessory nerve disorder,
+3525,Disorders of hypoglossal [12th] nerve,Hypoglossal nerve dis,
+3526,Multiple cranial nerve palsies,Mult cranial nerve palsy,
+3529,Unspecified disorder of cranial nerves,Cranial nerve dis NOS,
+3530,Brachial plexus lesions,Brachial plexus lesions,
+3531,Lumbosacral plexus lesions,Lumbosacral plex lesion,
+3532,"Cervical root lesions, not elsewhere classified",Cervical root lesion NEC,
+3533,"Thoracic root lesions, not elsewhere classified",Thoracic root lesion NEC,
+3534,"Lumbosacral root lesions, not elsewhere classified",Lumbsacral root les NEC,
+3535,Neuralgic amyotrophy,Neuralgic amyotrophy,
+3536,Phantom limb (syndrome),Phantom limb (syndrome),
+3538,Other nerve root and plexus disorders,Nerv root/plexus dis NEC,
+3539,Unspecified nerve root and plexus disorder,Nerv root/plexus dis NOS,
+3540,Carpal tunnel syndrome,Carpal tunnel syndrome,
+3541,Other lesion of median nerve,Median nerve lesion NEC,
+3542,Lesion of ulnar nerve,Ulnar nerve lesion,
+3543,Lesion of radial nerve,Radial nerve lesion,
+3544,Causalgia of upper limb,Causalgia upper limb,
+3545,Mononeuritis multiplex,Mononeuritis multiplex,
+3548,Other mononeuritis of upper limb,Mononeuritis arm NEC,
+3549,"Mononeuritis of upper limb, unspecified",Mononeuritis arm NOS,
+3550,Lesion of sciatic nerve,Sciatic nerve lesion,
+3551,Meralgia paresthetica,Meralgia paresthetica,
+3552,Other lesion of femoral nerve,Femoral nerve lesion NEC,
+3553,Lesion of lateral popliteal nerve,Lat popliteal nerve les,
+3554,Lesion of medial popliteal nerve,Med popliteal nerve les,
+3555,Tarsal tunnel syndrome,Tarsal tunnel syndrome,
+3556,Lesion of plantar nerve,Plantar nerve lesion,
+35571,Causalgia of lower limb,Causalgia lower limb,
+35579,Other mononeuritis of lower limb,Oth mononeur lower limb,
+3558,"Mononeuritis of lower limb, unspecified",Mononeuritis leg NOS,
+3559,Mononeuritis of unspecified site,Mononeuritis NOS,
+3560,Hereditary peripheral neuropathy,Hered periph neuropathy,
+3561,Peroneal muscular atrophy,Peroneal muscle atrophy,
+3562,Hereditary sensory neuropathy,Hered sensory neuropathy,
+3563,Refsum's disease,Refsum's disease,
+3564,Idiopathic progressive polyneuropathy,Idio prog polyneuropathy,
+3568,Other specified idiopathic peripheral neuropathy,Idio periph neurpthy NEC,
+3569,Unspecified hereditary and idiopathic peripheral neuropathy,Idio periph neurpthy NOS,
+3570,Acute infective polyneuritis,Ac infect polyneuritis,
+3571,Polyneuropathy in collagen vascular disease,Neurpthy in col vasc dis,
+3572,Polyneuropathy in diabetes,Neuropathy in diabetes,
+3573,Polyneuropathy in malignant disease,Neuropathy in malig dis,
+3574,Polyneuropathy in other diseases classified elsewhere,Neuropathy in other dis,
+3575,Alcoholic polyneuropathy,Alcoholic polyneuropathy,
+3576,Polyneuropathy due to drugs,Neuropathy due to drugs,
+3577,Polyneuropathy due to other toxic agents,Neurpthy toxic agent NEC,
+35781,Chronic inflammatory demyelinating polyneuritis,Chr inflam polyneuritis,
+35782,Critical illness polyneuropathy,Crit illness neuropathy,
+35789,Other inflammatory and toxic neuropathy,Inflam/tox neuropthy NEC,
+3579,Unspecified inflammatory and toxic neuropathy,Inflam/tox neuropthy NOS,
+35800,Myasthenia gravis without (acute) exacerbation,Mysthna grvs w/o ac exac,
+35801,Myasthenia gravis with (acute) exacerbation,Myasthna gravs w ac exac,
+3581,Myasthenic syndromes in diseases classified elsewhere,Myasthenia in oth dis,
+3582,Toxic myoneural disorders,Toxic myoneural disorder,
+35830,"Lambert-Eaton syndrome, unspecified",Lambert-Eaton synd NOS,
+35831,Lambert-Eaton syndrome in neoplastic disease,Lambert-Eaton synd neopl,
+35839,Lambert-Eaton syndrome in other diseases classified elsewhere,Lambert-Eaton syn ot dis,
+3588,Other specified myoneural disorders,Myoneural disorders NEC,
+3589,"Myoneural disorders, unspecified",Myoneural disorders NOS,
+3590,Congenital hereditary muscular dystrophy,Cong hered musc dystrphy,
+3591,Hereditary progressive muscular dystrophy,Hered prog musc dystrphy,
+35921,Myotonic muscular dystrophy,Myotonic musclr dystrphy,
+35922,Myotonia congenita,Myotonia congenita,
+35923,Myotonic chondrodystrophy,Myotonic chondrodystrphy,
+35924,Drug- induced myotonia,Drug induced myotonia,
+35929,Other specified myotonic disorder,Myotonic disorder NEC,
+3593,Periodic paralysis,Periodic paralysis,
+3594,Toxic myopathy,Toxic myopathy,
+3595,Myopathy in endocrine diseases classified elsewhere,Myopathy in endocrin dis,
+3596,Symptomatic inflammatory myopathy in diseases classified elsewhere,Infl myopathy in oth dis,
+35971,Inclusion body myositis,Inclusion body myositis,
+35979,"Other inflammatory and immune myopathies, NEC",Inflm/immune myopath NEC,
+35981,Critical illness myopathy,Critical illness myopthy,
+35989,Other myopathies,Myopathies NEC,
+3599,"Myopathy, unspecified",Myopathy NOS,
+36000,"Purulent endophthalmitis, unspecified",Purulent endophthalm NOS,
+36001,Acute endophthalmitis,Acute endophthalmitis,
+36002,Panophthalmitis,Panophthalmitis,
+36003,Chronic endophthalmitis,Chronic endophthalmitis,
+36004,Vitreous abscess,Vitreous abscess,
+36011,Sympathetic uveitis,Sympathetic uveitis,
+36012,Panuveitis,Panuveitis,
+36013,Parasitic endophthalmitis NOS,Parasitic endophthal NOS,
+36014,Ophthalmia nodosa,Ophthalmia nodosa,
+36019,Other endophthalmitis,Endophthalmitis NEC,
+36020,"Degenerative disorder of globe, unspecified",Degenerat globe dis NOS,
+36021,Progressive high (degenerative) myopia,Progressive high myopia,
+36023,Siderosis of globe,Siderosis,
+36024,Other metallosis of globe,"Other metallosis, eye",
+36029,Other degenerative disorders of globe,Degenerative globe NEC,
+36030,"Hypotony of eye, unspecified","Hypotony NOS, eye",
+36031,Primary hypotony of eye,Primary hypotony,
+36032,Ocular fistula causing hypotony,Hypotony due to fistula,
+36033,Hypotony associated with other ocular disorders,Hypotony w eye dis NEC,
+36034,Flat anterior chamber of eye,Flat anterior chamber,
+36040,"Degenerated globe or eye, unspecified",Degeneration of eye NOS,
+36041,Blind hypotensive eye,Blind hypotensive eye,
+36042,Blind hypertensive eye,Blind hypertensive eye,
+36043,"Hemophthalmos, except current injury",Hemophthalmos,
+36044,Leucocoria,Leucocoria,
+36050,"Foreign body, magnetic, intraocular, unspecified","Old magnet fb, eye NOS",
+36051,"Foreign body, magnetic, in anterior chamber of eye","Old magnet fb, ant chamb",
+36052,"Foreign body, magnetic, in iris or ciliary body","Old magnet fb, iris",
+36053,"Foreign body, magnetic, in lens","Old magnet fb, lens",
+36054,"Foreign body, magnetic, in vitreous","Old magnet fb, vitreous",
+36055,"Foreign body, magnetic, in posterior wall","Old magnet fb, post wall",
+36059,"Intraocular foreign body, magnetic, in other or multiple sites","Old magnet fb, eye NEC",
+36060,"Foreign body, intraocular, unspecified",Intraocular FB NOS,
+36061,Foreign body in anterior chamber,FB in anterior chamber,
+36062,Foreign body in iris or ciliary body,FB in iris or ciliary,
+36063,Foreign body in lens,Foreign body in lens,
+36064,Foreign body in vitreous,Foreign body in vitreous,
+36065,Foreign body in posterior wall of eye,FB in posterior wall,
+36069,Intraocular foreign body in other or multiple sites,Intraocular FB NEC,
+36081,Luxation of globe,Luxation of globe,
+36089,Other disorders of globe,Disorder of globe NEC,
+3609,Unspecified disorder of globe,Disorder of globe NOS,
+36100,"Retinal detachment with retinal defect, unspecified",Detachmnt w defect NOS,
+36101,"Recent retinal detachment, partial, with single defect",Part detach-singl defec,
+36102,"Recent retinal detachment, partial, with multiple defects",Part detach-mult defect,
+36103,"Recent retinal detachment, partial, with giant tear",Part detach-giant tear,
+36104,"Recent retinal detachment, partial, with retinal dialysis",Part detach-dialysis,
+36105,"Recent retinal detachment, total or subtotal","Recent detachment, total",
+36106,"Old retinal detachment, partial","Old detachment, partial",
+36107,"Old retinal detachment, total or subtotal","Old detachment, total",
+36110,"Retinoschisis, unspecified",Retinoschisis NOS,
+36111,Flat retinoschisis,Flat retinoschisis,
+36112,Bullous retinoschisis,Bullous retinoschisis,
+36113,Primary retinal cysts,Primary retinal cysts,
+36114,Secondary retinal cysts,Secondary retinal cysts,
+36119,Other retinoschisis and retinal cysts,Retinoshisis or cyst NEC,
+3612,Serous retinal detachment,Serous retina detachment,
+36130,"Retinal defect, unspecified",Retinal defect NOS,
+36131,Round hole of retina without detachment,Round hole of retina,
+36132,Horseshoe tear of retina without detachment,Horseshoe tear of retina,
+36133,Multiple defects of retina without detachment,Mult defects of retina,
+36181,Traction detachment of retina,Retinal traction detach,
+36189,Other forms of retinal detachment,Retinal detachment NEC,
+3619,Unspecified retinal detachment,Retinal detachment NOS,
+36201,Background diabetic retinopathy,Diabetic retinopathy NOS,
+36202,Proliferative diabetic retinopathy,Prolif diab retinopathy,
+36203,Nonproliferative diabetic retinopathy NOS,Nonprolf db retnoph NOS,
+36204,Mild nonproliferative diabetic retinopathy,Mild nonprolf db retnoph,
+36205,Moderate nonproliferative diabetic retinopathy,Mod nonprolf db retinoph,
+36206,Severe nonproliferative diabetic retinopathy,Sev nonprolf db retinoph,
+36207,Diabetic macular edema,Diabetic macular edema,
+36210,"Background retinopathy, unspecified",Backgrnd retinopathy NOS,
+36211,Hypertensive retinopathy,Hypertensive retinopathy,
+36212,Exudative retinopathy,Exudative retinopathy,
+36213,Changes in vascular appearance of retina,Retinal vascular changes,
+36214,Retinal microaneurysms NOS,Retina microaneurysm NOS,
+36215,Retinal telangiectasia,Retinal telangiectasia,
+36216,Retinal neovascularization NOS,Retinal neovascular NOS,
+36217,Other intraretinal microvascular abnormalities,Retinal varices,
+36218,Retinal vasculitis,Retinal vasculitis,
+36220,"Retinopathy of prematurity, unspecified",Retinoph prematurity NOS,
+36221,Retrolental fibroplasia,Retrolental fibroplasia,
+36222,"Retinopathy of prematurity, stage 0","Retinoph prematr,stage 0",
+36223,"Retinopathy of prematurity, stage 1","Retinoph prematr,stage 1",
+36224,"Retinopathy of prematurity, stage 2","Retinoph prematr,stage 2",
+36225,"Retinopathy of prematurity, stage 3","Retinoph prematr,stage 3",
+36226,"Retinopathy of prematurity, stage 4",Retinoph prematr.stage 4,
+36227,"Retinopathy of prematurity, stage 5","Retinoph prematr,stage 5",
+36229,Other nondiabetic proliferative retinopathy,Prolif retinopathy NEC,
+36230,"Retinal vascular occlusion, unspecified",Retinal vasc occlus NOS,
+36231,Central retinal artery occlusion,Cent retina artery occlu,
+36232,Retinal arterial branch occlusion,Arterial branch occlus,
+36233,Partial retinal arterial occlusion,Part arterial occlusion,
+36234,Transient retinal arterial occlusion,Transient arterial occlu,
+36235,Central retinal vein occlusion,Cent retinal vein occlus,
+36236,Venous tributary (branch) occlusion,Venous tributary occlus,
+36237,Venous engorgement,Retina venous engorgemnt,
+36240,"Retinal layer separation, unspecified",Retina layer separat NOS,
+36241,Central serous retinopathy,Cent serous retinopathy,
+36242,Serous detachment of retinal pigment epithelium,Serous detach pigm epith,
+36243,Hemorrhagic detachment of retinal pigment epithelium,Hem detach pigmnt epith,
+36250,"Macular degeneration (senile), unspecified",Macular degeneration NOS,
+36251,Nonexudative senile macular degeneration,Nonexudat macular degen,
+36252,Exudative senile macular degeneration,Exudative macular degen,
+36253,Cystoid macular degeneration,Cystoid macular degen,
+36254,"Macular cyst, hole, or pseudohole",Macular cyst or hole,
+36255,Toxic maculopathy,Toxic maculopathy,
+36256,Macular puckering,Macular puckering,
+36257,Drusen (degenerative),Drusen (degenerative),
+36260,"Peripheral retinal degeneration, unspecified",Periph retina degen NOS,
+36261,Paving stone degeneration,Paving stone degenerat,
+36262,Microcystoid degeneration,Microcystoid degenerat,
+36263,Lattice degeneration,Lattice degeneration,
+36264,Senile reticular degeneration,Senile reticular degen,
+36265,Secondary pigmentary degeneration,Secondry pigment degen,
+36266,Secondary vitreoretinal degenerations,Sec vitreoretina degen,
+36270,"Hereditary retinal dystrophy, unspecified",Hered retin dystrphy NOS,
+36271,Retinal dystrophy in systemic or cerebroretinal lipidoses,Ret dystrph in lipidoses,
+36272,Retinal dystrophy in other systemic disorders and syndromes,Ret dystrph in syst dis,
+36273,Vitreoretinal dystrophies,Vitreoretinal dystrophy,
+36274,Pigmentary retinal dystrophy,Pigment retina dystrophy,
+36275,Other dystrophies primarily involving the sensory retina,Sensory retina dystrophy,
+36276,Dystrophies primarily involving the retinal pigment epithelium,Vitelliform dystrophy,
+36277,Dystrophies primarily involving Bruch's membrane,Bruch membrane dystrophy,
+36281,Retinal hemorrhage,Retinal hemorrhage,
+36282,Retinal exudates and deposits,Retina exudates/deposits,
+36283,Retinal edema,Retinal edema,
+36284,Retinal ischemia,Retinal ischemia,
+36285,Retinal nerve fiber bundle defects,Retinal nerv fiber defec,
+36289,Other retinal disorders,Retinal disorders NEC,
+3629,Unspecified retinal disorder,Retinal disorder NOS,
+36300,"Focal chorioretinitis, unspecified",Focal chorioretinit NOS,
+36301,"Focal choroiditis and chorioretinitis, juxtapapillary",Juxtapap foc choroiditis,
+36303,Focal choroiditis and chorioretinitis of other posterior pole,Foc choroiditis post NEC,
+36304,"Focal choroiditis and chorioretinitis, peripheral",Periph focal choroiditis,
+36305,"Focal retinitis and retinochoroiditis, juxtapapillary",Juxtapap focal retinitis,
+36306,"Focal retinitis and retinochoroiditis, macular or paramacular",Macular focal retinitis,
+36307,Focal retinitis and retinochoroiditis of other posterior pole,Foc retinitis post NEC,
+36308,"Focal retinitis and retinochoroiditis, peripheral",Periph focal retinitis,
+36310,"Disseminated chorioretinitis, unspecified",Dissem chorioretinit NOS,
+36311,"Disseminated choroiditis and chorioretinitis, posterior pole","Dissem choroiditis, post",
+36312,"Disseminated choroiditis and chorioretinitis, peripheral",Periph disem choroiditis,
+36313,"Disseminated choroiditis and chorioretinitis, generalized",Gen dissem choroiditis,
+36314,"Disseminated retinitis and retinochoroiditis, metastatic",Metastat dissem retinit,
+36315,"Disseminated retinitis and retinochoroiditis, pigment epitheliopathy",Pigment epitheliopathy,
+36320,"Chorioretinitis, unspecified",Chorioretinitis NOS,
+36321,Pars planitis,Pars planitis,
+36322,Harada's disease,Harada's disease,
+36330,"Chorioretinal scar, unspecified",Chorioretinal scar NOS,
+36331,Solar retinopathy,Solar retinopathy,
+36332,Other macular scars,Macular scars NEC,
+36333,Other scars of posterior pole,Posterior pole scar NEC,
+36334,Peripheral scars,Peripheral retinal scars,
+36335,Disseminated scars,Disseminated retina scar,
+36340,"Choroidal degeneration, unspecified",Choroidal degen NOS,
+36341,Senile atrophy of choroid,"Senile atrophy, choroid",
+36342,Diffuse secondary atrophy of choroid,Difus sec atroph choroid,
+36343,Angioid streaks of choroid,"Angioid streaks, choroid",
+36350,"Hereditary choroidal dystrophy or atrophy, unspecified",Hered choroid atroph NOS,
+36351,"Circumpapillary dystrophy of choroid, partial",Prt circmpap choroid dys,
+36352,"Circumpapillary dystrophy of choroid, total",Tot circmpap choroid dys,
+36353,"Central dystrophy of choroid, partial",Part cent choroid dystr,
+36354,"Central choroidal atrophy, total",Tot cent choroid atrophy,
+36355,Choroideremia,Choroideremia,
+36356,"Other diffuse or generalized dystrophy of choroid, partial",Prt gen choroid dyst NEC,
+36357,"Other diffuse or generalized dystrophy of choroid, total",Tot gen choroid dyst NEC,
+36361,"Choroidal hemorrhage, unspecified",Choroidal hemorrhage NOS,
+36362,Expulsive choroidal hemorrhage,Expulsive choroid hemorr,
+36363,Choroidal rupture,Choroidal rupture,
+36370,"Choroidal detachment, unspecified",Choroidal detachment NOS,
+36371,Serous choroidal detachment,Serous choroid detachmnt,
+36372,Hemorrhagic choroidal detachment,Hemorr choroid detachmnt,
+3638,Other disorders of choroid,Disorders of choroid NEC,
+3639,Unspecified disorder of choroid,Choroidal disorder NOS,
+36400,"Acute and subacute iridocyclitis, unspecified",Acute iridocyclitis NOS,
+36401,Primary iridocyclitis,Primary iridocyclitis,
+36402,Recurrent iridocyclitis,Recurrent iridocyclitis,
+36403,"Secondary iridocyclitis, infectious","Secondry iritis, infect",
+36404,"Secondary iridocyclitis, noninfectious","Second iritis, noninfec",
+36405,Hypopyon,Hypopyon,
+36410,"Chronic iridocyclitis, unspecified",Chr iridocyclitis NOS,
+36411,Chronic iridocyclitis in diseases classified elsewhere,Chr iridocyl in oth dis,
+36421,Fuchs' heterochromic cyclitis,Fuch hetrochrom cyclitis,
+36422,Glaucomatocyclitic crises,Glaucomatocyclit crises,
+36423,Lens-induced iridocyclitis,Lens-induced iridocyclit,
+36424,Vogt-koyanagi syndrome,Vogt-koyanagi syndrome,
+3643,Unspecified iridocyclitis,Iridocyclitis NOS,
+36441,Hyphema of iris and ciliary body,Hyphema,
+36442,Rubeosis iridis,Rubeosis iridis,
+36451,Essential or progressive iris atrophy,Progressive iris atrophy,
+36452,Iridoschisis,Iridoschisis,
+36453,Pigmentary iris degeneration,Pigment iris degenerat,
+36454,Degeneration of pupillary margin,Pupillary margin degen,
+36455,Miotic cysts of pupillary margin,Miotic cyst pupil margin,
+36456,Degenerative changes of chamber angle,Degen chamber angle,
+36457,Degenerative changes of ciliary body,Degen ciliary body,
+36459,Other iris atrophy,Iris atrophy NEC,
+36460,"Idiopathic cysts of iris, ciliary body, and anterior chamber",Idiopathic cysts,
+36461,"Implantation cysts of iris, ciliary body, and anterior chamber",Implantation cysts,
+36462,Exudative cysts of iris or anterior chamber,Exud cyst iris/ant chamb,
+36463,Primary cyst of pars plana,Primary cyst pars plana,
+36464,Exudative cyst of pars plana,Exudat cyst pars plana,
+36470,"Adhesions of iris, unspecified",Adhesions of iris NOS,
+36471,Posterior synechiae of iris,Posterior synechiae,
+36472,Anterior synechiae of iris,Anterior synechiae,
+36473,Goniosynechiae,Goniosynechiae,
+36474,Adhesions and disruptions of pupillary membranes,Pupillary membranes,
+36475,Pupillary abnormalities,Pupillary abnormalities,
+36476,Iridodialysis,Iridodialysis,
+36477,Recession of chamber angle of eye,"Recession, chamber angle",
+36481,Floppy iris syndrome,Floppy iris syndrome,
+36482,Plateau iris syndrome,Plateau iris syndrome,
+36489,Other disorders of iris and ciliary body,Iris/ciliary disord NEC,
+3649,Unspecified disorder of iris and ciliary body,Iris/ciliary dis NOS,
+36500,"Preglaucoma, unspecified",Preglaucoma NOS,
+36501,"Open angle with borderline findings, low risk",Opn angl brderln lo risk,
+36502,Anatomical narrow angle borderline glaucoma,Anatomical narrow angle,
+36503,Steroid responders borderline glaucoma,Steroid responders,
+36504,Ocular hypertension,Ocular hypertension,
+36505,"Open angle with borderline findings, high risk",Opn ang w brdrlne hi rsk,
+36506,Primary angle closure without glaucoma damage,Prim angle clos w/o dmg,
+36510,"Open-angle glaucoma, unspecified",Open-angle glaucoma NOS,
+36511,Primary open angle glaucoma,Prim open angle glaucoma,
+36512,Low tension open-angle glaucoma,Low tension glaucoma,
+36513,Pigmentary open-angle glaucoma,Pigmentary glaucoma,
+36514,Glaucoma of childhood,Glaucoma of childhood,
+36515,Residual stage of open angle glaucoma,Residual opn ang glaucma,
+36520,"Primary angle-closure glaucoma, unspecified",Prim angl-clos glauc NOS,
+36521,Intermittent angle-closure glaucoma,Intermit angl-clos glauc,
+36522,Acute angle-closure glaucoma,Acute angl-clos glaucoma,
+36523,Chronic angle-closure glaucoma,Chr angle-clos glaucoma,
+36524,Residual stage of angle-closure glaucoma,Residual angl-clos glauc,
+36531,"Corticosteroid-induced glaucoma, glaucomatous stage",Glauc stage-ster induced,
+36532,"Corticosteroid-induced glaucoma, residual stage",Glauc resid-ster induced,
+36541,Glaucoma associated with chamber angle anomalies,Glauc w chamb angle anom,
+36542,Glaucoma associated with anomalies of iris,Glaucoma w iris anomaly,
+36543,Glaucoma associated with other anterior segment anomalies,Glauc w ant seg anom NEC,
+36544,Glaucoma associated with systemic syndromes,Glaucoma w systemic synd,
+36551,Phacolytic glaucoma,Phacolytic glaucoma,
+36552,Pseudoexfoliation glaucoma,Pseudoexfoliat glaucoma,
+36559,Glaucoma associated with other lens disorders,Glaucoma w lens dis NEC,
+36560,Glaucoma associated with unspecified ocular disorder,Glauc w ocular dis NOS,
+36561,Glaucoma associated with pupillary block,Glauc w pupillary block,
+36562,Glaucoma associated with ocular inflammations,Glaucoma w ocular inflam,
+36563,Glaucoma associated with vascular disorders,Glaucoma w vascular dis,
+36564,Glaucoma associated with tumors or cysts,Glaucoma w tumor or cyst,
+36565,Glaucoma associated with ocular trauma,Glaucoma w ocular trauma,
+36570,"Glaucoma stage, unspecified",Glaucoma stage NOS,
+36571,Mild stage glaucoma,Mild stage glaucoma,
+36572,Moderate stage glaucoma,Moderate stage glaucoma,
+36573,Severe stage glaucoma,Severe stage glaucoma,
+36574,Indeterminate stage glaucoma,Indeterm stage glaucoma,
+36581,Hypersecretion glaucoma,Hypersecretion glaucoma,
+36582,Glaucoma with increased episcleral venous pressure,Glauc w inc episcl press,
+36583,Aqueous misdirection,Aqueous misdirection,
+36589,Other specified glaucoma,Glaucoma NEC,
+3659,Unspecified glaucoma,Glaucoma NOS,
+36600,"Nonsenile cataract, unspecified",Nonsenile cataract NOS,
+36601,Anterior subcapsular polar cataract,Ant subcaps pol cataract,
+36602,Posterior subcapsular polar cataract,Post subcaps pol catarct,
+36603,"Cortical, lamellar, or zonular cataract",Cortical cataract,
+36604,Nuclear cataract,Nuclear cataract,
+36609,Other and combined forms of nonsenile cataract,Nonsenile cataract NEC,
+36610,"Senile cataract, unspecified",Senile cataract NOS,
+36611,Pseudoexfoliation of lens capsule,Pseudoexfol lens capsule,
+36612,Incipient senile cataract,Incipient cataract,
+36613,Anterior subcapsular polar senile cataract,Ant subcaps senile catar,
+36614,Posterior subcapsular polar senile cataract,Post subcap senile catar,
+36615,Cortical senile cataract,Cortical senile cataract,
+36616,Senile nuclear sclerosis,Senile nuclear cataract,
+36617,Total or mature cataract,Mature cataract,
+36618,Hypermature cataract,Hypermature cataract,
+36619,Other and combined forms of senile cataract,Senile cataract NEC,
+36620,"Traumatic cataract, unspecified",Traumatic cataract NOS,
+36621,Localized traumatic opacities,Local traumatic opacity,
+36622,Total traumatic cataract,Total traumatic cataract,
+36623,Partially resolved traumatic cataract,Part resolv traum catar,
+36630,"Cataracta complicata, unspecified",Cataracta complicata NOS,
+36631,Glaucomatous flecks (subcapsular),Glaucomatous flecks,
+36632,Cataract in inflammatory ocular disorders,Cataract in inflam dis,
+36633,Cataract with neovascularization,Cataract w neovasculizat,
+36634,Cataract in degenerative ocular disorders,Cataract in degen dis,
+36641,Diabetic cataract,Diabetic cataract,
+36642,Tetanic cataract,Tetanic cataract,
+36643,Myotonic cataract,Myotonic cataract,
+36644,Cataract associated with other syndromes,Cataract w syndrome NEC,
+36645,Toxic cataract,Toxic cataract,
+36646,Cataract associated with radiation and other physical influences,Cataract w radiation,
+36650,"After-cataract, unspecified",After-cataract NOS,
+36651,Soemmering's ring,Soemmering's ring,
+36652,"Other after-cataract, not obscuring vision",After-cataract NEC,
+36653,"After-cataract, obscuring vision",Aftr-catar obscur vision,
+3668,Other cataract,Cataract NEC,
+3669,Unspecified cataract,Cataract NOS,
+3670,Hypermetropia,Hypermetropia,
+3671,Myopia,Myopia,
+36720,"Astigmatism, unspecified",Astigmatism NOS,
+36721,Regular astigmatism,Regular astigmatism,
+36722,Irregular astigmatism,Irregular astigmatism,
+36731,Anisometropia,Anisometropia,
+36732,Aniseikonia,Aniseikonia,
+3674,Presbyopia,Presbyopia,
+36751,Paresis of accommodation,Paresis of accommodation,
+36752,Total or complete internal ophthalmoplegia,Tot intern ophthalmopleg,
+36753,Spasm of accommodation,Spasm of accommodation,
+36781,Transient refractive change,Transient refract change,
+36789,Other disorders of refraction and accommodation,Refraction disorder NEC,
+3679,Unspecified disorder of refraction and accommodation,Refraction disorder NOS,
+36800,"Amblyopia, unspecified",Amblyopia NOS,
+36801,Strabismic amblyopia,Strabismic amblyopia,
+36802,Deprivation amblyopia,Deprivation amblyopia,
+36803,Refractive amblyopia,Refractive amblyopia,
+36810,"Subjective visual disturbance, unspecified",Subj visual disturb NOS,
+36811,Sudden visual loss,Sudden visual loss,
+36812,Transient visual loss,Transient visual loss,
+36813,Visual discomfort,Visual discomfort,
+36814,Visual distortions of shape and size,Distortion of shape/size,
+36815,Other visual distortions and entoptic phenomena,Visual distortions NEC,
+36816,Psychophysical visual disturbances,Psychophysic visual dist,
+3682,Diplopia,Diplopia,
+36830,"Binocular vision disorder, unspecified",Binocular vision dis NOS,
+36831,Suppression of binocular vision,Binocular vis suppress,
+36832,Simultaneous visual perception without fusion,Visual percept w/o fusn,
+36833,Fusion with defective stereopsis,Fusion w def stereopsis,
+36834,Abnormal retinal correspondence,Abn retina correspond,
+36840,"Visual field defect, unspecified",Visual field defect NOS,
+36841,Scotoma involving central area,Central scotoma,
+36842,Scotoma of blind spot area,Scotoma of blind spot,
+36843,Sector or arcuate visual field defects,Sector or arcuate defect,
+36844,Other localized visual field defect,Visual field defect NEC,
+36845,Generalized visual field contraction or constriction,Gen visual contraction,
+36846,Homonymous bilateral field defects,Homonymous hemianopsia,
+36847,Heteronymous bilateral field defects,Heteronymous hemianopsia,
+36851,Protan defect,Protan defect,
+36852,Deutan defect,Deutan defect,
+36853,Tritan defect,Tritan defect,
+36854,Achromatopsia,Achromatopsia,
+36855,Acquired color vision deficiencies,Acq color deficiency,
+36859,Other color vision deficiencies,Color deficiency NEC,
+36860,"Night blindness, unspecified",Night blindness NOS,
+36861,Congenital night blindness,Congen night blindness,
+36862,Acquired night blindness,Acquired night blindness,
+36863,Abnormal dark adaptation curve,Abn dark adaptat curve,
+36869,Other night blindness,Night blindness NEC,
+3688,Other specified visual disturbances,Visual disturbances NEC,
+3689,Unspecified visual disturbance,Visual disturbance NOS,
+36900,"Profound impairment, both eyes, impairment level not further specified",Both eyes blind-who def,
+36901,Better eye: total vision impairment; lesser eye: total vision impairment,Tot impairment-both eyes,
+36902,Better eye: near-total vision impairment; lesser eye: not further specified,One eye-near tot/oth-NOS,
+36903,Better eye: near-total vision impairment; lesser eye: total vision impairment,One eye-near tot/oth-tot,
+36904,Better eye: near-total vision impairment; lesser eye: near-total vision impairment,Near-tot impair-both eye,
+36905,Better eye: profound vision impairment; lesser eye: not further specified,One eye-profound/oth-NOS,
+36906,Better eye: profound vision impairment; lesser eye: total vision impairment,One eye-profound/oth-tot,
+36907,Better eye: profound vision impairment; lesser eye: near-total vision impairment,One eye-prfnd/oth-nr tot,
+36908,Better eye: profound vision impairment; lesser eye: profound vision impairment,Profound impair both eye,
+36910,"Moderate or severe impairment, better eye, impairment level not further specified",Blindness/low vision,
+36911,"Better eye: severe vision impairment; lesser eye: blind, not further specified",1 eye-sev/oth-blind NOS,
+36912,Better eye: severe vision impairment; lesser eye: total vision impairment,One eye-severe/oth-total,
+36913,Better eye: severe vision impairment; lesser eye: near-total vision impairment,One eye-sev/oth-near tot,
+36914,Better eye: severe vision impairment; lesser eye: profound vision impairment,One eye-sev/oth-prfnd,
+36915,"Better eye: moderate vision impairment; lesser eye: blind, not further specified",One eye-mod/oth-blind,
+36916,Better eye: moderate vision impairment; lesser eye: total vision impairment,One eye-moderate/oth-tot,
+36917,Better eye: moderate vision impairment; lesser eye: near-total vision impairment,One eye-mod/oth-near tot,
+36918,Better eye: moderate vision impairment; lesser eye: profound vision impairment,One eye-mod/oth-profound,
+36920,"Moderate or severe impairment, both eyes, impairment level not further specified","Low vision, 2 eyes NOS",
+36921,Better eye: severe vision impairment; lesser eye; impairment not further specified,One eye-severe/oth-NOS,
+36922,Better eye: severe vision impairment; lesser eye: severe vision impairment,Severe impair-both eyes,
+36923,Better eye: moderate vision impairment; lesser eye: impairment not further specified,One eye-moderate/oth-NOS,
+36924,Better eye: moderate vision impairment; lesser eye: severe vision impairment,One eye-moderate/oth-sev,
+36925,Better eye: moderate vision impairment; lesser eye: moderate vision impairment,Moderate impair-both eye,
+3693,"Unqualified visual loss, both eyes","Blindness NOS, both eyes",
+3694,"Legal blindness, as defined in U.S.A.",Legal blindness-usa def,
+36960,"Profound impairment, one eye, impairment level not further specified","Blindness, one eye",
+36961,One eye: total vision impairment; other eye: not specified,One eye-total/oth-unknwn,
+36962,One eye: total vision impairment; other eye: near-normal vision,One eye-tot/oth-near nor,
+36963,One eye: total vision impairment; other eye: normal vision,One eye-total/oth-normal,
+36964,One eye: near-total vision impairment; other eye: vision not specified,One eye-near tot/oth-NOS,
+36965,One eye: near-total vision impairment; other eye: near-normal vision,Near-tot imp/near-normal,
+36966,One eye: near-total vision impairment; other eye: normal vision,Near-total impair/normal,
+36967,One eye: profound vision impairment; other eye: vision not specified,One eye-prfound/oth-unkn,
+36968,One eye: profound vision impairment; other eye: near-normal vision,Profnd impair/near norm,
+36969,One eye: profound vision impairment; other eye: normal vision,Profound impair/normal,
+36970,"Moderate or severe impairment, one eye, impairment level not further specified","Low vision, one eye",
+36971,One eye: severe vision impairment; other eye: vision not specified,One eye-severe/oth-unknw,
+36972,One eye: severe vision impairment; other eye: near-normal vision,One eye-sev/oth-nr norm,
+36973,One eye: severe vision impairment; other eye: normal vision,One eye-severe/oth-norm,
+36974,One eye: moderate vision impairment; other eye: vision not specified,One eye-mod/other-unknwn,
+36975,One eye: moderate vision impairment; other eye: near-normal vision,One eye-mod/oth-nr norm,
+36976,One eye: moderate vision impairment; other eye: normal vision,One eye-mod/oth normal,
+3698,"Unqualified visual loss, one eye","Visual loss, one eye NOS",
+3699,Unspecified visual loss,Visual loss NOS,
+37000,"Corneal ulcer, unspecified",Corneal ulcer NOS,
+37001,Marginal corneal ulcer,Marginal corneal ulcer,
+37002,Ring corneal ulcer,Ring corneal ulcer,
+37003,Central corneal ulcer,Central corneal ulcer,
+37004,Hypopyon ulcer,Hypopyon ulcer,
+37005,Mycotic corneal ulcer,Mycotic corneal ulcer,
+37006,Perforated corneal ulcer,Perforated corneal ulcer,
+37007,Mooren's ulcer,Mooren's ulcer,
+37020,"Superficial keratitis, unspecified",Superfic keratitis NOS,
+37021,Punctate keratitis,Punctate keratitis,
+37022,Macular keratitis,Macular keratitis,
+37023,Filamentary keratitis,Filamentary keratitis,
+37024,Photokeratitis,Photokeratitis,
+37031,Phlyctenular keratoconjunctivitis,Phlycten keratoconjunct,
+37032,Limbar and corneal involvement in vernal conjunctivitis,Limbar keratoconjunctiv,
+37033,"Keratoconjunctivitis sicca, not specified as Sjogren's",Keratoconjunctivit sicca,
+37034,Exposure keratoconjunctivitis,Expsure keratoconjunctiv,
+37035,Neurotrophic keratoconjunctivitis,Neurotroph keratoconjunc,
+37040,"Keratoconjunctivitis, unspecified",Keratoconjunctivitis NOS,
+37044,Keratitis or keratoconjunctivitis in exanthema,Keratitis in exanthema,
+37049,Other keratoconjunctivitis,Keratoconjunctivitis NEC,
+37050,"Interstitial keratitis, unspecified",Interstit keratitis NOS,
+37052,Diffuse interstitial keratitis,Diffus interstit keratit,
+37054,Sclerosing keratitis,Sclerosing keratitis,
+37055,Corneal abscess,Corneal abscess,
+37059,Other interstitial and deep keratitis,Interstit keratitis NEC,
+37060,"Corneal neovascularization, unspecified",Cornea neovasculariz NOS,
+37061,Localized vascularization of cornea,Local vasculariza cornea,
+37062,Pannus (corneal),Corneal pannus,
+37063,Deep vascularization of cornea,Deep vasculariza cornea,
+37064,Ghost vessels (corneal),Corneal ghost vessels,
+3708,Other forms of keratitis,Keratitis NEC,
+3709,Unspecified keratitis,Keratitis NOS,
+37100,"Corneal opacity, unspecified",Corneal opacity NOS,
+37101,Minor opacity of cornea,Minor opacity of cornea,
+37102,Peripheral opacity of cornea,Periph opacity of cornea,
+37103,Central opacity of cornea,"Central opacity, cornea",
+37104,Adherent leucoma,Adherent leucoma,
+37105,Phthisical cornea,Phthisical cornea,
+37110,"Corneal deposit, unspecified",Corneal deposit NOS,
+37111,Anterior corneal pigmentations,Ant cornea pigmentation,
+37112,Stromal corneal pigmentations,Stromal cornea pigment,
+37113,Posterior corneal pigmentations,Post cornea pigmentation,
+37114,Kayser-Fleischer ring,Kayser-fleischer ring,
+37115,Other corneal deposits associated with metabolic disorders,Oth deposit w metab dis,
+37116,Argentous corneal deposits,Argentous cornea deposit,
+37120,"Corneal edema, unspecified",Corneal edema NOS,
+37121,Idiopathic corneal edema,Idiopathic corneal edema,
+37122,Secondary corneal edema,Secondary corneal edema,
+37123,Bullous keratopathy,Bullous keratopathy,
+37124,Corneal edema due to wearing of contact lenses,Edema d/t contact lens,
+37130,"Corneal membrane change, unspecified",Cornea memb change NOS,
+37131,Folds and rupture of bowman's membrane,Fold of bowman membrane,
+37132,Folds in descemet's membrane,Fold in descemet membran,
+37133,Rupture in descemet's membrane,Rupture descemet membran,
+37140,"Corneal degeneration, unspecified",Corneal degeneration NOS,
+37141,Senile corneal changes,Senile corneal changes,
+37142,Recurrent erosion of cornea,Recurrent cornea erosion,
+37143,Band-shaped keratopathy,Band-shaped keratopathy,
+37144,Other calcerous degenerations of cornea,Calcer cornea degen NEC,
+37145,Keratomalacia NOS,Keratomalacia NOS,
+37146,Nodular degeneration of cornea,Nodular cornea degen,
+37148,Peripheral degenerations of cornea,Peripheral cornea degen,
+37149,Other corneal degenerations,Cornea degeneration NEC,
+37150,"Hereditary corneal dystrophy, unspecified",Corneal dystrophy NOS,
+37151,Juvenile epithelial corneal dystrophy,Juv epith cornea dystrph,
+37152,Other anterior corneal dystrophies,Ant cornea dystrophy NEC,
+37153,Granular corneal dystrophy,Granular cornea dystrphy,
+37154,Lattice corneal dystrophy,Lattice cornea dystrophy,
+37155,Macular corneal dystrophy,Macular cornea dystrophy,
+37156,Other stromal corneal dystrophies,Strom cornea dystrph NEC,
+37157,Endothelial corneal dystrophy,Endothel cornea dystrphy,
+37158,Other posterior corneal dystrophies,Post cornea dystrphy NEC,
+37160,"Keratoconus, unspecified",Keratoconus NOS,
+37161,"Keratoconus, stable condition","Keratoconus, stable",
+37162,"Keratoconus, acute hydrops","Keratoconus, ac hydrops",
+37170,"Corneal deformity, unspecified",Corneal deformity NOS,
+37171,Corneal ectasia,Corneal ectasia,
+37172,Descemetocele,Descemetocele,
+37173,Corneal staphyloma,Corneal staphyloma,
+37181,Corneal anesthesia and hypoesthesia,Corneal anesthesia,
+37182,Corneal disorder due to contact lens,Corneal dsdr contct lens,
+37189,Other corneal disorders,Corneal disorder NEC,
+3719,Unspecified corneal disorder,Corneal disorder NOS,
+37200,"Acute conjunctivitis, unspecified",Acute conjunctivitis NOS,
+37201,"Serous conjunctivitis, except viral",Serous conjunctivitis,
+37202,Acute follicular conjunctivitis,Ac follic conjunctivitis,
+37203,Other mucopurulent conjunctivitis,Mucopur conjunctivit NEC,
+37204,Pseudomembranous conjunctivitis,Pseudomemb conjunctivit,
+37205,Acute atopic conjunctivitis,Ac atopic conjunctivitis,
+37206,Acute chemical conjunctivitis,Ac chem conjunctivitis,
+37210,"Chronic conjunctivitis, unspecified",Chr conjunctivitis NOS,
+37211,Simple chronic conjunctivitis,Simpl chr conjunctivitis,
+37212,Chronic follicular conjunctivitis,Chr follic conjunctivit,
+37213,Vernal conjunctivitis,Vernal conjunctivitis,
+37214,Other chronic allergic conjunctivitis,Chr allrg conjunctiv NEC,
+37215,Parasitic conjunctivitis,Parasitic conjunctivitis,
+37220,"Blepharoconjunctivitis, unspecified",Blepharoconjunctivit NOS,
+37221,Angular blepharoconjunctivitis,Angular blepharoconjunct,
+37222,Contact blepharoconjunctivitis,Contact blepharoconjunct,
+37230,"Conjunctivitis, unspecified",Conjunctivitis NOS,
+37231,Rosacea conjunctivitis,Rosacea conjunctivitis,
+37233,Conjunctivitis in mucocutaneous disease,Mucocutan dis conjunctiv,
+37234,Pingueculitis,Pingueculitis,
+37239,Other conjunctivitis,Conjunctivitis NEC,
+37240,"Pterygium, unspecified",Pterygium NOS,
+37241,"Peripheral pterygium, stationary",Periph station pterygium,
+37242,"Peripheral pterygium, progressive",Periph progess pterygium,
+37243,Central pterygium,Central pterygium,
+37244,Double pterygium,Double pterygium,
+37245,Recurrent pterygium,Recurrent pterygium,
+37250,"Conjunctival degeneration, unspecified",Conjunctival degen NOS,
+37251,Pinguecula,Pinguecula,
+37252,Pseudopterygium,Pseudopterygium,
+37253,Conjunctival xerosis,Conjunctival xerosis,
+37254,Conjunctival concretions,Conjunctival concretions,
+37255,Conjunctival pigmentations,Conjunctiva pigmentation,
+37256,Conjunctival deposits,Conjunctival deposits,
+37261,Granuloma of conjunctiva,Granuloma of conjunctiva,
+37262,Localized adhesions and strands of conjunctiva,Local conjunctiva adhes,
+37263,Symblepharon,Symblepharon,
+37264,Scarring of conjunctiva,Scarring of conjunctiva,
+37271,Hyperemia of conjunctiva,Hyperemia of conjunctiva,
+37272,Conjunctival hemorrhage,Conjunctival hemorrhage,
+37273,Conjunctival edema,Conjunctival edema,
+37274,Vascular abnormalities of conjunctiva,Conjunctiva vasc anomaly,
+37275,Conjunctival cysts,Conjunctival cysts,
+37281,Conjunctivochalasis,Conjunctivochalasis,
+37289,Other disorders of conjunctiva,Conjunctiva disorder NEC,
+3729,Unspecified disorder of conjunctiva,Conjunctiva disorder NOS,
+37300,"Blepharitis, unspecified",Blepharitis NOS,
+37301,Ulcerative blepharitis,Ulcerative blepharitis,
+37302,Squamous blepharitis,Squamous blepharitis,
+37311,Hordeolum externum,Hordeolum externum,
+37312,Hordeolum internum,Hordeolum internum,
+37313,Abscess of eyelid,Abscess of eyelid,
+3732,Chalazion,Chalazion,
+37331,Eczematous dermatitis of eyelid,Eczem dermatitis eyelid,
+37332,Contact and allergic dermatitis of eyelid,Contact dermatit eyelid,
+37333,Xeroderma of eyelid,Xeroderma of eyelid,
+37334,Discoid lupus erythematosus of eyelid,Disc lup erythematos lid,
+3734,Infective dermatitis of eyelid of types resulting in deformity,Infect derm lid w deform,
+3735,Other infective dermatitis of eyelid,Infec dermatitis lid NEC,
+3736,Parasitic infestation of eyelid,Parasitic infest eyelid,
+3738,Other inflammations of eyelids,Inflammation eyelid NEC,
+3739,Unspecified inflammation of eyelid,Inflammation eyelid NOS,
+37400,"Entropion, unspecified",Entropion NOS,
+37401,Senile entropion,Senile entropion,
+37402,Mechanical entropion,Mechanical entropion,
+37403,Spastic entropion,Spastic entropion,
+37404,Cicatricial entropion,Cicatricial entropion,
+37405,Trichiasis of eyelid without entropion,Trichiasis w/o entropion,
+37410,"Ectropion, unspecified",Ectropion NOS,
+37411,Senile ectropion,Senile ectropion,
+37412,Mechanical ectropion,Mechanical ectropion,
+37413,Spastic ectropion,Spastic ectropion,
+37414,Cicatricial ectropion,Cicatricial ectropion,
+37420,"Lagophthalmos, unspecified",Lagophthalmos NOS,
+37421,Paralytic lagophthalmos,Paralytic lagophthalmos,
+37422,Mechanical lagophthalmos,Mechanical lagophthalmos,
+37423,Cicatricial lagophthalmos,Cicatricial lagophthalm,
+37430,"Ptosis of eyelid, unspecified",Ptosis of eyelid NOS,
+37431,Paralytic ptosis,Paralytic ptosis,
+37432,Myogenic ptosis,Myogenic ptosis,
+37433,Mechanical ptosis,Mechanical ptosis,
+37434,Blepharochalasis,Blepharochalasis,
+37441,Lid retraction or lag,Lid retraction or lag,
+37443,Abnormal innervation syndrome of eyelid,Abnorm innervation synd,
+37444,Sensory disorders of eyelid,"Sensory disorders, lid",
+37445,Other sensorimotor disorders of eyelid,Sensormotr disor lid NEC,
+37446,Blepharophimosis,Blepharophimosis,
+37450,"Degenerative disorder of eyelid, unspecified","Degen disorder NOS, lid",
+37451,Xanthelasma of eyelid,Xanthelasma,
+37452,Hyperpigmentation of eyelid,Hyperpigmentation lid,
+37453,Hypopigmentation of eyelid,Hypopigmentation lid,
+37454,Hypertrichosis of eyelid,Hypertrichosis of eyelid,
+37455,Hypotrichosis of eyelid,Hypotrichosis of eyelid,
+37456,Other degenerative disorders of skin affecting eyelid,Degen dis eyelid NEC,
+37481,Hemorrhage of eyelid,Hemorrhage of eyelid,
+37482,Edema of eyelid,Edema of eyelid,
+37483,Elephantiasis of eyelid,Elephantiasis of eyelid,
+37484,Cysts of eyelids,Cysts of eyelids,
+37485,Vascular anomalies of eyelid,"Vascular anomaly, eyelid",
+37486,Retained foreign body of eyelid,"Old foreign body, eyelid",
+37487,Dermatochalasis,Dermatochalasis,
+37489,Other disorders of eyelid,Disorders of eyelid NEC,
+3749,Unspecified disorder of eyelid,Disorder of eyelid NOS,
+37500,"Dacryoadenitis, unspecified",Dacryoadenitis NOS,
+37501,Acute dacryoadenitis,Acute dacryoadenitis,
+37502,Chronic dacryoadenitis,Chronic dacryoadenitis,
+37503,Chronic enlargement of lacrimal gland,Ch enlargmnt lacrim glnd,
+37511,Dacryops,Dacryops,
+37512,Other lacrimal cysts and cystic degeneration,Lacrimal gland cyst NEC,
+37513,Primary lacrimal atrophy,Primary lacrimal atrophy,
+37514,Secondary lacrimal atrophy,Secondary lacrim atrophy,
+37515,"Tear film insufficiency, unspecified",Tear film insuffic NOS,
+37516,Dislocation of lacrimal gland,Lacrimal gland dislocat,
+37520,"Epiphora, unspecified as to cause",Epiphora NOS,
+37521,Epiphora due to excess lacrimation,Epiphora d/t excess tear,
+37522,Epiphora due to insufficient drainage,Epiphora d/t insuf drain,
+37530,"Dacryocystitis, unspecified",Dacryocystitis NOS,
+37531,"Acute canaliculitis, lacrimal",Acute canaliculitis,
+37532,Acute dacryocystitis,Acute dacryocystitis,
+37533,Phlegmonous dacryocystitis,Phlegmon dacryocystitis,
+37541,Chronic canaliculitis,Chronic canaliculitis,
+37542,Chronic dacryocystitis,Chronic dacryocystitis,
+37543,Lacrimal mucocele,Lacrimal mucocele,
+37551,Eversion of lacrimal punctum,Lacriml punctum eversion,
+37552,Stenosis of lacrimal punctum,Lacriml punctum stenosis,
+37553,Stenosis of lacrimal canaliculi,Lacrim canalic stenosis,
+37554,Stenosis of lacrimal sac,Lacrimal sac stenosis,
+37555,"Obstruction of nasolacrimal duct, neonatal",Neonatal nasolacrml obst,
+37556,"Stenosis of nasolacrimal duct, acquired",Acq nasolacrml stenosis,
+37557,Dacryolith,Dacryolith,
+37561,Lacrimal fistula,Lacrimal fistula,
+37569,Other changes of lacrimal passages,Lacrim passge change NEC,
+37581,Granuloma of lacrimal passages,Lacrim passage granuloma,
+37589,Other disorders of lacrimal system,Lacrimal syst dis NEC,
+3759,Unspecified disorder of lacrimal system,Lacrimal syst dis NOS,
+37600,"Acute inflammation of orbit, unspecified","Acute inflam NOS, orbit",
+37601,Orbital cellulitis,Orbital cellulitis,
+37602,Orbital periostitis,Orbital periostitis,
+37603,Orbital osteomyelitis,Orbital osteomyelitis,
+37604,Orbital tenonitis,Orbital tenonitis,
+37610,"Chronic inflammation of orbit, unspecified","Chr inflam NOS, orbit",
+37611,Orbital granuloma,Orbital granuloma,
+37612,Orbital myositis,Orbital myositis,
+37613,Parasitic infestation of orbit,"Parasite infest, orbit",
+37621,Thyrotoxic exophthalmos,Thyrotoxic exophthalmos,
+37622,Exophthalmic ophthalmoplegia,Exophthalm ophthalmopleg,
+37630,"Exophthalmos, unspecified",Exophthalmos NOS,
+37631,Constant exophthalmos,Constant exophthalmos,
+37632,Orbital hemorrhage,Orbital hemorrhage,
+37633,Orbital edema or congestion,Orbital edema,
+37634,Intermittent exophthalmos,Intermittnt exophthalmos,
+37635,Pulsating exophthalmos,Pulsating exophthalmos,
+37636,Lateral displacement of globe,Lateral globe displacmnt,
+37640,"Deformity of orbit, unspecified",Deformity of orbit NOS,
+37641,Hypertelorism of orbit,Hypertelorism of orbit,
+37642,Exostosis of orbit,Exostosis of orbit,
+37643,Local deformities of orbit due to bone disease,Orbt deform d/t bone dis,
+37644,Orbital deformities associated with craniofacial deformities,Craniofacial-orbit defor,
+37645,Atrophy of orbit,Atrophy of orbit,
+37646,Enlargement of orbit,Enlargement of orbit,
+37647,Deformity of orbit due to trauma or surgery,Orbit deform d/t trauma,
+37650,"Enophthalmos, unspecified as to cause",Enophthalmos NOS,
+37651,Enophthalmos due to atrophy of orbital tissue,Enophth d/t orbit atrphy,
+37652,Enophthalmos due to trauma or surgery,Enophthalmos d/t trauma,
+3766,Retained (old) foreign body following penetrating wound of orbit,"Old foreign body, orbit",
+37681,Orbital cysts,Orbital cysts,
+37682,Myopathy of extraocular muscles,Extraocul muscl myopathy,
+37689,Other orbital disorders,Orbital disorders NEC,
+3769,Unspecified disorder of orbit,Orbital disorder NOS,
+37700,"Papilledema, unspecified",Papilledema NOS,
+37701,Papilledema associated with increased intracranial pressure,Papilledema w incr press,
+37702,Papilledema associated with decreased ocular pressure,Papilledema w decr press,
+37703,Papilledema associated with retinal disorder,Papilledema w retina dis,
+37704,Foster-Kennedy syndrome,Foster-kennedy syndrome,
+37710,"Optic atrophy, unspecified",Optic atrophy NOS,
+37711,Primary optic atrophy,Primary optic atrophy,
+37712,Postinflammatory optic atrophy,Postinflam optic atrophy,
+37713,Optic atrophy associated with retinal dystrophies,Optic atrph w retin dyst,
+37714,Glaucomatous atrophy [cupping] of optic disc,Cupping of optic disc,
+37715,Partial optic atrophy,Partial optic atrophy,
+37716,Hereditary optic atrophy,Hereditary optic atrophy,
+37721,Drusen of optic disc,Drusen of optic disc,
+37722,Crater-like holes of optic disc,Crater-like hole op disc,
+37723,Coloboma of optic disc,Coloboma of optic disc,
+37724,Pseudopapilledema,Pseudopapilledema,
+37730,"Optic neuritis, unspecified",Optic neuritis NOS,
+37731,Optic papillitis,Optic papillitis,
+37732,Retrobulbar neuritis (acute),Retrobulbar neuritis,
+37733,Nutritional optic neuropathy,Nutrition optc neuropthy,
+37734,Toxic optic neuropathy,Toxic optic neuropathy,
+37739,Other optic neuritis,Optic neuritis NEC,
+37741,Ischemic optic neuropathy,Ischemic optic neuropthy,
+37742,Hemorrhage in optic nerve sheaths,Optic nerve sheath hemor,
+37743,Optic nerve hypoplasia,Optic nerve hypoplasia,
+37749,Other disorders of optic nerve,Optic nerve disorder NEC,
+37751,Disorders of optic chiasm associated with pituitary neoplasms and disorders,Opt chiasm w pituit dis,
+37752,Disorders of optic chiasm associated with other neoplasms,Opt chiasm dis/neopl NEC,
+37753,Disorders of optic chiasm associated with vascular disorders,Opt chiasm w vascul dis,
+37754,Disorders of optic chiasm associated with inflammatory disorders,Op chiasm dis w infl dis,
+37761,Disorders of other visual pathways associated with neoplasms,Vis path dis w neoplasms,
+37762,Disorders of other visual pathways associated with vascular disorders,Vis path dis w vasc dis,
+37763,Disorders of other visual pathways associated with inflammatory disorders,Vis path dis w infl dis,
+37771,Disorders of visual cortex associated with neoplasms,Vis cortx dis w neoplasm,
+37772,Disorders of visual cortex associated with vascular disorders,Vis cortx dis w vasc dis,
+37773,Disorders of visual cortex associated with inflammatory disorders,Vis cortex dis w inflam,
+37775,Cortical blindness,Cortical blindness,
+3779,Unspecified disorder of optic nerve and visual pathways,Optic nerve disorder NOS,
+37800,"Esotropia, unspecified",Esotropia NOS,
+37801,Monocular esotropia,Monocular esotropia,
+37802,Monocular esotropia with A pattern,Monoc esotrop w a pattrn,
+37803,Monocular esotropia with V pattern,Monoc esotrop w v pattrn,
+37804,Monocular esotropia with other noncomitancies,Monoc esotrop w x/y pat,
+37805,Alternating esotropia,Alternating esotropia,
+37806,Alternating esotropia with A pattern,Alt esotropia w a pattrn,
+37807,Alternating esotropia with V pattern,Alt esotropia w v pattrn,
+37808,Alternating esotropia with other noncomitancies,Alt esotrop w x/y pattrn,
+37810,"Exotropia, unspecified",Exotropia NOS,
+37811,Monocular exotropia,Monocular exotropia,
+37812,Monocular exotropia with A pattern,Monoc exotrop w a pattrn,
+37813,Monocular exotropia with V pattern,Monoc exotrop w v pattrn,
+37814,Monocular exotropia with other noncomitancies,Monoc exotrop w x/y pat,
+37815,Alternating exotropia,Alternating exotropia,
+37816,Alternating exotropia with A pattern,Alt exotropia w a pattrn,
+37817,Alternating exotropia with V pattern,Alt exotropia w v pattrn,
+37818,Alternating exotropia with other noncomitancies,Alt exotrop w x/y pattrn,
+37820,"Intermittent heterotropia, unspecified",Intermit heterotrop NOS,
+37821,"Intermittent esotropia, monocular",Intermit monoc esotropia,
+37822,"Intermittent esotropia, alternating",Intermit altrn esotropia,
+37823,"Intermittent exotropia, monocular",Intermit monoc exotropia,
+37824,"Intermittent exotropia, alternating",Intermit altrn exotropia,
+37830,"Heterotropia, unspecified",Heterotropia NOS,
+37831,Hypertropia,Hypertropia,
+37832,Hypotropia,Hypotropia,
+37833,Cyclotropia,Cyclotropia,
+37834,Monofixation syndrome,Monofixation syndrome,
+37835,Accommodative component in esotropia,Accommodative esotropia,
+37840,"Heterophoria, unspecified",Heterophoria NOS,
+37841,Esophoria,Esophoria,
+37842,Exophoria,Exophoria,
+37843,Vertical heterophoria,Vertical heterophoria,
+37844,Cyclophoria,Cyclophoria,
+37845,Alternating hyperphoria,Alternating hyperphoria,
+37850,"Paralytic strabismus, unspecified",Paralytic strabismus NOS,
+37851,"Third or oculomotor nerve palsy, partial",Partial third nerv palsy,
+37852,"Third or oculomotor nerve palsy, total",Total third nerve palsy,
+37853,Fourth or trochlear nerve palsy,Fourth nerve palsy,
+37854,Sixth or abducens nerve palsy,Sixth nerve palsy,
+37855,External ophthalmoplegia,External ophthalmoplegia,
+37856,Total ophthalmoplegia,Total ophthalmoplegia,
+37860,"Mechanical strabismus, unspecified",Mechanical strabism NOS,
+37861,Brown's (tendon) sheath syndrome,Brown's sheath syndrome,
+37862,Mechanical strabismus from other musculofascial disorders,Mech strab d/t muscl dis,
+37863,Limited duction associated with other conditions,Mech strab w oth conditn,
+37871,Duane's syndrome,Duane's syndrome,
+37872,Progressive external ophthalmoplegia,Prog ext ophthalmoplegia,
+37873,Strabismus in other neuromuscular disorders,Neuromuscle dis strabism,
+37881,Palsy of conjugate gaze,Palsy of conjugate gaze,
+37882,Spasm of conjugate gaze,Spasm of conjugate gaze,
+37883,Convergence insufficiency or palsy,Convergenc insufficiency,
+37884,Convergence excess or spasm,Convergence excess,
+37885,Anomalies of divergence,Anomalies of divergence,
+37886,Internuclear ophthalmoplegia,Internucl ophthalmopleg,
+37887,Other dissociated deviation of eye movements,"Skew deviation, eye",
+3789,Unspecified disorder of eye movements,Eye movemnt disorder NOS,
+37900,"Scleritis, unspecified",Scleritis NOS,
+37901,Episcleritis periodica fugax,Episclerit periodic fugx,
+37902,Nodular episcleritis,Nodular episcleritis,
+37903,Anterior scleritis,Anterior scleritis,
+37904,Scleromalacia perforans,Scleromalacia perforans,
+37905,Scleritis with corneal involvement,Scleritis w cornea invol,
+37906,Brawny scleritis,Brawny scleritis,
+37907,Posterior scleritis,Posterior scleritis,
+37909,Other scleritis and episcleritis,Scleritis NEC,
+37911,Scleral ectasia,Scleral ectasia,
+37912,Staphyloma posticum,Staphyloma posticum,
+37913,Equatorial staphyloma,Equatorial staphyloma,
+37914,"Anterior staphyloma, localized",Local anterior staphylma,
+37915,Ring staphyloma,Ring staphyloma,
+37916,Other degenerative disorders of sclera,Scleral degen dis NEC,
+37919,Other disorders of sclera,Disorder of sclera NEC,
+37921,Vitreous degeneration,Vitreous degeneration,
+37922,Crystalline deposits in vitreous,Crystal deposit vitreous,
+37923,Vitreous hemorrhage,Vitreous hemorrhage,
+37924,Other vitreous opacities,Vitreous opacities NEC,
+37925,Vitreous membranes and strands,Vitreous membranes,
+37926,Vitreous prolapse,Vitreous prolapse,
+37927,Vitreomacular adhesion,Vitreomacular adhesion,
+37929,Other disorders of vitreous,Vitreous disorders NEC,
+37931,Aphakia,Aphakia,
+37932,Subluxation of lens,Subluxation of lens,
+37933,Anterior dislocation of lens,Ant dislocation of lens,
+37934,Posterior dislocation of lens,Post dislocation of lens,
+37939,Other disorders of lens,Disorders of lens NEC,
+37940,"Abnormal pupillary function, unspecified",Abn pupil function NOS,
+37941,Anisocoria,Anisocoria,
+37942,"Miosis (persistent), not due to miotics",Miosis not d/t miotics,
+37943,"Mydriasis (persistent), not due to mydriatics",Mydriasis not d/t mydrtc,
+37945,"Argyll Robertson pupil, atypical",Argyll robertson pupil,
+37946,Tonic pupillary reaction,Tonic pupillary reaction,
+37949,Other anomalies of pupillary function,Pupil funct anomaly NEC,
+37950,"Nystagmus, unspecified",Nystagmus NOS,
+37951,Congenital nystagmus,Congenital nystagmus,
+37952,Latent nystagmus,Latent nystagmus,
+37953,Visual deprivation nystagmus,Visual deprivatn nystagm,
+37954,Nystagmus associated with disorders of the vestibular system,Nystagms w vestibulr dis,
+37955,Dissociated nystagmus,Dissociated nystagmus,
+37956,Other forms of nystagmus,Nystagmus NEC,
+37957,Deficiencies of saccadic eye movements,Saccadic eye movmnt def,
+37958,Deficiencies of smooth pursuit movements,Smooth pursuit mvmnt def,
+37959,Other irregularities of eye movements,Irregular eye mvmnts NEC,
+37960,"Inflammation (infection) of postprocedural bleb, unspecified",Inflam postproc bleb NOS,
+37961,"Inflammation (infection) of postprocedural bleb, stage 1","Inflam postproc bleb, 1",
+37962,"Inflammation (infection) of postprocedural bleb, stage 2","Inflam postproc bleb, 2",
+37963,"Inflammation (infection) of postprocedural bleb, stage 3","Inflam postproc bleb, 3",
+3798,Other specified disorders of eye and adnexa,Eye disorders NEC,
+37990,"Disorder of eye, unspecified",Eye disorder NOS,
+37991,Pain in or around eye,Pain in or around eye,
+37992,Swelling or mass of eye,Swelling or mass of eye,
+37993,Redness or discharge of eye,Redness/discharge of eye,
+37999,Other ill-defined disorders of eye,Ill-defined eye dis NEC,
+38000,"Perichondritis of pinna, unspecified",Perichondritis pinna NOS,
+38001,Acute perichondritis of pinna,Ac perichondritis pinna,
+38002,Chronic perichondritis of pinna,Chr perichondritis pinna,
+38003,Chondritis of pinna,Chondritis of pinna,
+38010,"Infective otitis externa, unspecified",Infec otitis externa NOS,
+38011,Acute infection of pinna,Acute infection of pinna,
+38012,Acute swimmers' ear,Acute swimmers' ear,
+38013,Other acute infections of external ear,Ac infect extern ear NEC,
+38014,Malignant otitis externa,Malignant otitis externa,
+38015,Chronic mycotic otitis externa,Chr mycot otitis externa,
+38016,Other chronic infective otitis externa,Chr inf otit externa NEC,
+38021,Cholesteatoma of external ear,Cholesteatoma extern ear,
+38022,Other acute otitis externa,Acute otitis externa NEC,
+38023,Other chronic otitis externa,Chr otitis externa NEC,
+38030,"Disorder of pinna, unspecified",Disorder of pinna NOS,
+38031,Hematoma of auricle or pinna,Hematoma auricle/pinna,
+38032,Acquired deformities of auricle or pinna,Acq deform auricle/pinna,
+38039,Other noninfectious disorders of pinna,Noninfect dis pinna NEC,
+3804,Impacted cerumen,Impacted cerumen,
+38050,"Acquired stenosis of external ear canal, unspecified as to cause",Acq stenos ear canal NOS,
+38051,Acquired stenosis of external ear canal secondary to trauma,Stenosis ear d/t trauma,
+38052,Acquired stenosis of external ear canal secondary to surgery,Stenosis ear d/t surgery,
+38053,Acquired stenosis of external ear canal secondary to inflammation,Stenosis ear d/t inflam,
+38081,Exostosis of external ear canal,Exostosis ext ear canal,
+38089,Other disorders of external ear,Dis external ear NEC,
+3809,Unspecified disorder of external ear,Dis external ear NOS,
+38100,"Acute nonsuppurative otitis media, unspecified",Ac nonsup otitis med NOS,
+38101,Acute serous otitis media,Ac serous otitis media,
+38102,Acute mucoid otitis media,Ac mucoid otitis media,
+38103,Acute sanguinous otitis media,Ac sanguin otitis media,
+38104,Acute allergic serous otitis media,Ac allergic serous OM,
+38105,Acute allergic mucoid otitis media,Ac allergic mucoid OM,
+38106,Acute allergic sanguinous otitis media,Ac allerg sanguinous OM,
+38110,"Chronic serous otitis media, simple or unspecified",Chr serous OM simp/NOS,
+38119,Other chronic serous otitis media,Chr serous OM NEC,
+38120,"Chronic mucoid otitis media, simple or unspecified",Chr mucoid OM simp/NOS,
+38129,Other chronic mucoid otitis media,Chr mucoid OM NEC,
+3813,Other and unspecified chronic nonsuppurative otitis media,Chr nonsup OM NOS/NEC,
+3814,"Nonsuppurative otitis media, not specified as acute or chronic",Nonsupp otitis media NOS,
+38150,"Eustachian salpingitis, unspecified",Eustachian salping NOS,
+38151,Acute Eustachian salpingitis,Ac eustachian salping,
+38152,Chronic Eustachian salpingitis,Chr eustachian salping,
+38160,"Obstruction of Eustachian tube, unspecified",Obstr eustach tube NOS,
+38161,Osseous obstruction of Eustachian tube,Osseous eustachian obstr,
+38162,Intrinsic cartilagenous obstruction of Eustachian tube,Intrinsic eustach obstr,
+38163,Extrinsic cartilagenous obstruction of Eustachian tube,Extrinsic eustach obstr,
+3817,Patulous Eustachian tube,Patulous eustachian tube,
+38181,Dysfunction of Eustachian tube,Dysfunct eustachian tube,
+38189,Other disorders of Eustachian tube,Eustachian tube dis NEC,
+3819,Unspecified Eustachian tube disorder,Eustachian tube dis NOS,
+38200,Acute suppurative otitis media without spontaneous rupture of eardrum,Ac supp otitis media NOS,
+38201,Acute suppurative otitis media with spontaneous rupture of eardrum,Ac supp OM w drum rupt,
+38202,Acute suppurative otitis media in diseases classified elsewhere,Ac supp OM in oth dis,
+3821,Chronic tubotympanic suppurative otitis media,Chr tubotympan suppur OM,
+3822,Chronic atticoantral suppurative otitis media,Chr atticoantral sup OM,
+3823,Unspecified chronic suppurative otitis media,Chr sup otitis media NOS,
+3824,Unspecified suppurative otitis media,Suppur otitis media NOS,
+3829,Unspecified otitis media,Otitis media NOS,
+38300,Acute mastoiditis without complications,Ac mastoiditis w/o compl,
+38301,Subperiosteal abscess of mastoid,Subperi mastoid abscess,
+38302,Acute mastoiditis with other complications,Ac mastoiditis-compl NEC,
+3831,Chronic mastoiditis,Chronic mastoiditis,
+38320,"Petrositis, unspecified",Petrositis NOS,
+38321,Acute petrositis,Acute petrositis,
+38322,Chronic petrositis,Chronic petrositis,
+38330,"Postmastoidectomy complication, unspecified",Postmastoid compl NOS,
+38331,Mucosal cyst of postmastoidectomy cavity,Postmastoid mucosal cyst,
+38332,Recurrent cholesteatoma of postmastoidectomy cavity,Postmastoid cholesteatma,
+38333,Granulations of postmastoidectomy cavity,Postmastoid granulations,
+38381,Postauricular fistula,Postauricular fistula,
+38389,Other disorders of mastoid,Disorders of mastoid NEC,
+3839,Unspecified mastoiditis,Mastoiditis NOS,
+38400,"Acute myringitis, unspecified",Acute myringitis NOS,
+38401,Bullous myringitis,Bullous myringitis,
+38409,Other acute myringitis without mention of otitis media,Acute myringitis NEC,
+3841,Chronic myringitis without mention of otitis media,Chronic myringitis,
+38420,"Perforation of tympanic membrane, unspecified",Perforat tympan memb NOS,
+38421,Central perforation of tympanic membrane,Cent perf tympanic memb,
+38422,Attic perforation of tympanic membrane,Attic perf tympanic memb,
+38423,Other marginal perforation of tympanic membrane,Marginal perf tymp NEC,
+38424,Multiple perforations of tympanic membrane,Mult perf tympanic memb,
+38425,Total perforation of tympanic membrane,Total perf tympanic memb,
+38481,Atrophic flaccid tympanic membrane,Atrophic flaccid tympan,
+38482,Atrophic nonflaccid tympanic membrane,Atrophic nonflaccid tymp,
+3849,Unspecified disorder of tympanic membrane,Dis tympanic memb NOS,
+38500,"Tympanosclerosis, unspecified as to involvement",Tympanosclerosis NOS,
+38501,Tympanosclerosis involving tympanic membrane only,Tympanoscl-tympanic memb,
+38502,Tympanosclerosis involving tympanic membrane and ear ossicles,Tympnoscler-tymp/ossicle,
+38503,"Tympanosclerosis involving tympanic membrane, ear ossicles, and middle ear",Tympanoscler-all parts,
+38509,Tympanosclerosis involving other combination of structures,Tympnsclr-oth site comb,
+38510,"Adhesive middle ear disease, unspecified as to involvement",Adhesive mid ear dis NOS,
+38511,Adhesions of drum head to incus,Adhesion tympanum-incus,
+38512,Adhesions of drum head to stapes,Adhesion tympanum-stapes,
+38513,Adhesions of drum head to promontorium,Adhesion tymp-promontor,
+38519,Other middle ear adhesions and combinations,Adhesive mid ear dis NEC,
+38521,Impaired mobility of malleus,Ankylosis malleus,
+38522,Impaired mobility of other ear ossicles,Ankylosis ear ossicl NEC,
+38523,Discontinuity or dislocation of ear ossicles,Dislocation ear ossicle,
+38524,Partial loss or necrosis of ear ossicles,Partial loss ear ossicle,
+38530,"Cholesteatoma, unspecified",Cholesteatoma NOS,
+38531,Cholesteatoma of attic,Cholesteatoma of attic,
+38532,Cholesteatoma of middle ear,Cholesteatoma middle ear,
+38533,Cholesteatoma of middle ear and mastoid,Cholestma mid ear/mstoid,
+38535,Diffuse cholesteatosis of middle ear and mastoid,Diffuse cholesteatosis,
+38582,Cholesterin granuloma of middle ear and mastoid,Cholesterin granuloma,
+38583,Retained foreign body of middle ear,Foreign body middle ear,
+38589,Other disorders of middle ear and mastoid,Dis mid ear/mastoid NEC,
+3859,Unspecified disorder of middle ear and mastoid,Dis mid ear/mastoid NOS,
+38600,"Mnire's disease, unspecified",Meniere's disease NOS,
+38601,"Active Mnire's disease, cochleovestibular","Actv Meniere,cochlvestib",
+38602,"Active Mnire's disease, cochlear","Active Meniere, cochlear",
+38603,"Active Mnire's disease, vestibular","Actv Meniere, vestibular",
+38604,Inactive Mnire's disease,Inactive Meniere's dis,
+38610,"Peripheral vertigo, unspecified",Peripheral vertigo NOS,
+38611,Benign paroxysmal positional vertigo,Benign parxysmal vertigo,
+38612,Vestibular neuronitis,Vestibular neuronitis,
+38619,Other peripheral vertigo,Peripheral vertigo NEC,
+3862,Vertigo of central origin,Central origin vertigo,
+38630,"Labyrinthitis, unspecified",Labyrinthitis NOS,
+38631,Serous labyrinthitis,Serous labyrinthitis,
+38632,Circumscribed labyrinthitis,Circumscri labyrinthitis,
+38633,Suppurative labyrinthitis,Suppurativ labyrinthitis,
+38634,Toxic labyrinthitis,Toxic labyrinthitis,
+38635,Viral labyrinthitis,Viral labyrinthitis,
+38640,"Labyrinthine fistula, unspecified",Labyrinthine fistula NOS,
+38641,Round window fistula,Round window fistula,
+38642,Oval window fistula,Oval window fistula,
+38643,Semicircular canal fistula,Semicircul canal fistula,
+38648,Labyrinthine fistula of combined sites,Labyrinth fistula comb,
+38650,"Labyrinthine dysfunction, unspecified",Labyrinthine dysfunc NOS,
+38651,"Hyperactive labyrinth, unilateral",Hypract labyrinth unilat,
+38652,"Hyperactive labyrinth, bilateral",Hyperact labyrinth bilat,
+38653,"Hypoactive labyrinth, unilateral",Hypoact labyrinth unilat,
+38654,"Hypoactive labyrinth, bilateral",Hypoact labyrinth bilat,
+38655,"Loss of labyrinthine reactivity, unilateral",Loss labyrn react unilat,
+38656,"Loss of labyrinthine reactivity, bilateral",Loss labyrin react bilat,
+38658,Other forms and combinations of labyrinthine dysfunction,Labyrinthine dysfunc NEC,
+3868,Other disorders of labyrinth,Disorders labyrinth NEC,
+3869,Unspecified vertiginous syndromes and labyrinthine disorders,Vertiginous synd NOS,
+3870,"Otosclerosis involving oval window, nonobliterative",Otoscler-oval wnd nonobl,
+3871,"Otosclerosis involving oval window, obliterative",Otoscler-oval wndw oblit,
+3872,Cochlear otosclerosis,Cochlear otosclerosis,
+3878,Other otosclerosis,Otosclerosis NEC,
+3879,"Otosclerosis, unspecified",Otosclerosis NOS,
+38800,"Degenerative and vascular disorders, unspecified",Degen/vascul dis ear NOS,
+38801,Presbyacusis,Presbyacusis,
+38802,Transient ischemic deafness,Trans ischemic deafness,
+38810,"Noise effects on inner ear, unspecified",Noise effect-ear/NOS,
+38811,Acoustic trauma (explosive) to ear,Acoustic trauma,
+38812,Noise-induced hearing loss,Hearing loss d/t noise,
+3882,"Sudden hearing loss, unspecified",Sudden hearing loss NOS,
+38830,"Tinnitus, unspecified",Tinnitus NOS,
+38831,Subjective tinnitus,Subjective tinnitus,
+38832,Objective tinnitus,Objective tinnitus,
+38840,"Abnormal auditory perception, unspecified",Abn auditory percept NOS,
+38841,Diplacusis,Diplacusis,
+38842,Hyperacusis,Hyperacusis,
+38843,Impairment of auditory discrimination,Impairm auditory discrim,
+38844,Auditory recruitment,Auditory recruitment,
+38845,Acquired auditory processing disorder,Acq auditory process dis,
+3885,Disorders of acoustic nerve,Acoustic nerve disorders,
+38860,"Otorrhea, unspecified",Otorrhea NOS,
+38861,Cerebrospinal fluid otorrhea,Cerebrosp fluid otorrhea,
+38869,Other otorrhea,Otorrhea NEC,
+38870,"Otalgia, unspecified",Otalgia NOS,
+38871,Otogenic pain,Otogenic pain,
+38872,Referred otogenic pain,Referred pain of ear,
+3888,Other disorders of ear,Disorders of ear NEC,
+3889,Unspecified disorder of ear,Disorder of ear NOS,
+38900,"Conductive hearing loss, unspecified",Conduct hearing loss NOS,
+38901,"Conductive hearing loss, external ear",Conduc hear loss ext ear,
+38902,"Conductive hearing loss, tympanic membrane",Conduct hear loss tympan,
+38903,"Conductive hearing loss, middle ear",Conduc hear loss mid ear,
+38904,"Conductive hearing loss, inner ear",Cond hear loss inner ear,
+38905,"Conductive hearing loss, unilateral","Condctv hear loss,unilat",
+38906,"Conductive hearing loss, bilateral","Condctv hear loss, bilat",
+38908,Conductive hearing loss of combined types,Cond hear loss comb type,
+38910,"Sensorineural hearing loss, unspecified",Sensorneur hear loss NOS,
+38911,"Sensory hearing loss, bilateral","Sensry hearng loss,bilat",
+38912,"Neural hearing loss, bilateral","Neural hearng loss,bilat",
+38913,"Neural hearing loss, unilateral","Neural hear loss, unilat",
+38914,Central hearing loss,Central hearing loss,
+38915,"Sensorineural hearing loss, unilateral",Sensorneur hear loss uni,
+38916,"Sensorineural hearing loss, asymmetrical",Sensoneur hear loss asym,
+38917,"Sensory hearing loss, unilateral","Sensory hear loss,unilat",
+38918,"Sensorineural hearing loss, bilateral","Sensonrl hear loss,bilat",
+38920,"Mixed hearing loss, unspecified",Mixed hearing loss NOS,
+38921,"Mixed hearing loss, unilateral","Mixed hearing loss,unilt",
+38922,"Mixed hearing loss, bilateral","Mixed hearing loss,bilat",
+3897,"Deaf, nonspeaking, not elsewhere classifiable","Deaf, nonspeaking NEC",
+3898,Other specified forms of hearing loss,Hearing loss NEC,
+3899,Unspecified hearing loss,Hearing loss NOS,
+390,Rheumatic fever without mention of heart involvement,Rheum fev w/o hrt involv,
+3910,Acute rheumatic pericarditis,Acute rheumatic pericard,
+3911,Acute rheumatic endocarditis,Acute rheumatic endocard,
+3912,Acute rheumatic myocarditis,Ac rheumatic myocarditis,
+3918,Other acute rheumatic heart disease,Ac rheumat hrt dis NEC,
+3919,"Acute rheumatic heart disease, unspecified",Ac rheumat hrt dis NOS,
+3920,Rheumatic chorea with heart involvement,Rheum chorea w hrt invol,
+3929,Rheumatic chorea without mention of heart involvement,Rheumatic chorea NOS,
+393,Chronic rheumatic pericarditis,Chr rheumatic pericard,
+3940,Mitral stenosis,Mitral stenosis,
+3941,Rheumatic mitral insufficiency,Rheumatic mitral insuff,
+3942,Mitral stenosis with insufficiency,Mitral stenosis w insuff,
+3949,Other and unspecified mitral valve diseases,Mitral valve dis NEC/NOS,
+3950,Rheumatic aortic stenosis,Rheumat aortic stenosis,
+3951,Rheumatic aortic insufficiency,Rheumatic aortic insuff,
+3952,Rheumatic aortic stenosis with insufficiency,Rheum aortic sten/insuff,
+3959,Other and unspecified rheumatic aortic diseases,Rheum aortic dis NEC/NOS,
+3960,Mitral valve stenosis and aortic valve stenosis,Mitral/aortic stenosis,
+3961,Mitral valve stenosis and aortic valve insufficiency,Mitral stenos/aort insuf,
+3962,Mitral valve insufficiency and aortic valve stenosis,Mitral insuf/aort stenos,
+3963,Mitral valve insufficiency and aortic valve insufficiency,Mitral/aortic val insuff,
+3968,Multiple involvement of mitral and aortic valves,Mitr/aortic mult involv,
+3969,"Mitral and aortic valve diseases, unspecified",Mitral/aortic v dis NOS,
+3970,Diseases of tricuspid valve,Tricuspid valve disease,
+3971,Rheumatic diseases of pulmonary valve,Rheum pulmon valve dis,
+3979,"Rheumatic diseases of endocardium, valve unspecified",Rheum endocarditis NOS,
+3980,Rheumatic myocarditis,Rheumatic myocarditis,
+39890,"Rheumatic heart disease, unspecified",Rheumatic heart dis NOS,
+39891,Rheumatic heart failure (congestive),Rheumatic heart failure,
+39899,Other rheumatic heart diseases,Rheumatic heart dis NEC,
+4010,Malignant essential hypertension,Malignant hypertension,
+4011,Benign essential hypertension,Benign hypertension,
+4019,Unspecified essential hypertension,Hypertension NOS,
+40200,Malignant hypertensive heart disease without heart failure,Mal hyp ht dis w/o hf,
+40201,Malignant hypertensive heart disease with heart failure,Mal hypert hrt dis w hf,
+40210,Benign hypertensive heart disease without heart failure,Benign hyp ht dis w/o hf,
+40211,Benign hypertensive heart disease with heart failure,Benign hyp ht dis w hf,
+40290,Unspecified hypertensive heart disease without heart failure,Hyp hrt dis NOS w/o hf,
+40291,Unspecified hypertensive heart disease with heart failure,Hyp ht dis NOS w ht fail,
+40300,"Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified",Mal hy kid w cr kid I-IV,
+40301,"Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage V or end stage renal disease",Mal hyp kid w cr kid V,
+40310,"Hypertensive chronic kidney disease, benign, with chronic kidney disease stage I through stage IV, or unspecified",Ben hy kid w cr kid I-IV,
+40311,"Hypertensive chronic kidney disease, benign, with chronic kidney disease stage V or end stage renal disease",Ben hyp kid w cr kid V,
+40390,"Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified",Hy kid NOS w cr kid I-IV,
+40391,"Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease",Hyp kid NOS w cr kid V,
+40400,"Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Mal hy ht/kd I-IV w/o hf,
+40401,"Hypertensive heart and chronic kidney disease, malignant, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Mal hyp ht/kd I-IV w hf,
+40402,"Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage V or end stage renal disease",Mal hy ht/kd st V w/o hf,
+40403,"Hypertensive heart and chronic kidney disease, malignant, with heart failure and with chronic kidney disease stage V or end stage renal disease",Mal hyp ht/kd stg V w hf,
+40410,"Hypertensive heart and chronic kidney disease, benign, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Ben hy ht/kd I-IV w/o hf,
+40411,"Hypertensive heart and chronic kidney disease, benign, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Ben hyp ht/kd I-IV w hf,
+40412,"Hypertensive heart and chronic kidney disease, benign, without heart failure and with chronic kidney disease stage V or end stage renal disease",Ben hy ht/kd st V w/o hf,
+40413,"Hypertensive heart and chronic kidney disease, benign, with heart failure and chronic kidney disease stage V or end stage renal disease",Ben hyp ht/kd stg V w hf,
+40490,"Hypertensive heart and chronic kidney disease, unspecified, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Hy ht/kd NOS I-IV w/o hf,
+40491,"Hypertensive heart and chronic kidney disease, unspecified, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Hyp ht/kd NOS I-IV w hf,
+40492,"Hypertensive heart and chronic kidney disease, unspecified, without heart failure and with chronic kidney disease stage V or end stage renal disease",Hy ht/kd NOS st V w/o hf,
+40493,"Hypertensive heart and chronic kidney disease, unspecified, with heart failure and chronic kidney disease stage V or end stage renal disease",Hyp ht/kd NOS st V w hf,
+40501,Malignant renovascular hypertension,Mal renovasc hypertens,
+40509,Other malignant secondary hypertension,Mal second hyperten NEC,
+40511,Benign renovascular hypertension,Benign renovasc hyperten,
+40519,Other benign secondary hypertension,Benign second hypert NEC,
+40591,Unspecified renovascular hypertension,Renovasc hypertension,
+40599,Other unspecified secondary hypertension,Second hypertension NEC,
+41000,"Acute myocardial infarction of anterolateral wall, episode of care unspecified","AMI anterolateral,unspec",
+41001,"Acute myocardial infarction of anterolateral wall, initial episode of care","AMI anterolateral, init",
+41002,"Acute myocardial infarction of anterolateral wall, subsequent episode of care","AMI anterolateral,subseq",
+41010,"Acute myocardial infarction of other anterior wall, episode of care unspecified","AMI anterior wall,unspec",
+41011,"Acute myocardial infarction of other anterior wall, initial episode of care","AMI anterior wall, init",
+41012,"Acute myocardial infarction of other anterior wall, subsequent episode of care","AMI anterior wall,subseq",
+41020,"Acute myocardial infarction of inferolateral wall, episode of care unspecified","AMI inferolateral,unspec",
+41021,"Acute myocardial infarction of inferolateral wall, initial episode of care","AMI inferolateral, init",
+41022,"Acute myocardial infarction of inferolateral wall, subsequent episode of care","AMI inferolateral,subseq",
+41030,"Acute myocardial infarction of inferoposterior wall, episode of care unspecified","AMI inferopost, unspec",
+41031,"Acute myocardial infarction of inferoposterior wall, initial episode of care","AMI inferopost, initial",
+41032,"Acute myocardial infarction of inferoposterior wall, subsequent episode of care","AMI inferopost, subseq",
+41040,"Acute myocardial infarction of other inferior wall, episode of care unspecified","AMI inferior wall,unspec",
+41041,"Acute myocardial infarction of other inferior wall, initial episode of care","AMI inferior wall, init",
+41042,"Acute myocardial infarction of other inferior wall, subsequent episode of care","AMI inferior wall,subseq",
+41050,"Acute myocardial infarction of other lateral wall, episode of care unspecified","AMI lateral NEC, unspec",
+41051,"Acute myocardial infarction of other lateral wall, initial episode of care","AMI lateral NEC, initial",
+41052,"Acute myocardial infarction of other lateral wall, subsequent episode of care","AMI lateral NEC, subseq",
+41060,"True posterior wall infarction, episode of care unspecified","True post infarct,unspec",
+41061,"True posterior wall infarction, initial episode of care","True post infarct, init",
+41062,"True posterior wall infarction, subsequent episode of care","True post infarct,subseq",
+41070,"Subendocardial infarction, episode of care unspecified","Subendo infarct, unspec",
+41071,"Subendocardial infarction, initial episode of care","Subendo infarct, initial",
+41072,"Subendocardial infarction, subsequent episode of care","Subendo infarct, subseq",
+41080,"Acute myocardial infarction of other specified sites, episode of care unspecified","AMI NEC, unspecified",
+41081,"Acute myocardial infarction of other specified sites, initial episode of care","AMI NEC, initial",
+41082,"Acute myocardial infarction of other specified sites, subsequent episode of care","AMI NEC, subsequent",
+41090,"Acute myocardial infarction of unspecified site, episode of care unspecified","AMI NOS, unspecified",
+41091,"Acute myocardial infarction of unspecified site, initial episode of care","AMI NOS, initial",
+41092,"Acute myocardial infarction of unspecified site, subsequent episode of care","AMI NOS, subsequent",
+4110,Postmyocardial infarction syndrome,Post MI syndrome,
+4111,Intermediate coronary syndrome,Intermed coronary synd,
+41181,Acute coronary occlusion without myocardial infarction,Acute cor occlsn w/o MI,
+41189,"Other acute and subacute forms of ischemic heart disease, other",Ac ischemic hrt dis NEC,
+412,Old myocardial infarction,Old myocardial infarct,
+4130,Angina decubitus,Angina decubitus,
+4131,Prinzmetal angina,Prinzmetal angina,
+4139,Other and unspecified angina pectoris,Angina pectoris NEC/NOS,
+41400,"Coronary atherosclerosis of unspecified type of vessel, native or graft",Cor ath unsp vsl ntv/gft,
+41401,Coronary atherosclerosis of native coronary artery,Crnry athrscl natve vssl,
+41402,Coronary atherosclerosis of autologous vein bypass graft,Crn ath atlg vn bps grft,
+41403,Coronary atherosclerosis of nonautologous biological bypass graft,Crn ath nonatlg blg grft,
+41404,Coronary atherosclerosis of artery bypass graft,Cor ath artry bypas grft,
+41405,Coronary atherosclerosis of unspecified bypass graft,Cor ath bypass graft NOS,
+41406,Coronary atherosclerosis of native coronary artery of transplanted heart,Cor ath natv art tp hrt,
+41407,Coronary atherosclerosis of bypass graft (artery) (vein) of transplanted heart,Cor ath bps graft tp hrt,
+41410,Aneurysm of heart (wall),Aneurysm of heart,
+41411,Aneurysm of coronary vessels,Aneurysm coronary vessel,
+41412,Dissection of coronary artery,Dissection cor artery,
+41419,Other aneurysm of heart,Aneurysm of heart NEC,
+4142,Chronic total occlusion of coronary artery,Chr tot occlus cor artry,
+4143,Coronary atherosclerosis due to lipid rich plaque,Cor ath d/t lpd rch plaq,
+4144,Coronary atherosclerosis due to calcified coronary lesion,Cor ath d/t calc cor lsn,
+4148,Other specified forms of chronic ischemic heart disease,Chr ischemic hrt dis NEC,
+4149,"Chronic ischemic heart disease, unspecified",Chr ischemic hrt dis NOS,
+4150,Acute cor pulmonale,Acute cor pulmonale,
+41511,Iatrogenic pulmonary embolism and infarction,Iatrogen pulm emb/infarc,
+41512,Septic pulmonary embolism,Septic pulmonary embolsm,
+41513,Saddle embolus of pulmonary artery,Saddle embol pulmon art,
+41519,Other pulmonary embolism and infarction,Pulm embol/infarct NEC,
+4160,Primary pulmonary hypertension,Prim pulm hypertension,
+4161,Kyphoscoliotic heart disease,Kyphoscoliotic heart dis,
+4162,Chronic pulmonary embolism,Chr pulmonary embolism,
+4168,Other chronic pulmonary heart diseases,Chr pulmon heart dis NEC,
+4169,"Chronic pulmonary heart disease, unspecified",Chr pulmon heart dis NOS,
+4170,Arteriovenous fistula of pulmonary vessels,Arterioven fistu pul ves,
+4171,Aneurysm of pulmonary artery,Pulmon artery aneurysm,
+4178,Other specified diseases of pulmonary circulation,Pulmon circulat dis NEC,
+4179,Unspecified disease of pulmonary circulation,Pulmon circulat dis NOS,
+4200,Acute pericarditis in diseases classified elsewhere,Ac pericardit in oth dis,
+42090,"Acute pericarditis, unspecified",Acute pericarditis NOS,
+42091,Acute idiopathic pericarditis,Ac idiopath pericarditis,
+42099,Other acute pericarditis,Acute pericarditis NEC,
+4210,Acute and subacute bacterial endocarditis,Ac/subac bact endocard,
+4211,Acute and subacute infective endocarditis in diseases classified elsewhere,Ac endocardit in oth dis,
+4219,"Acute endocarditis, unspecified",Ac/subac endocardit NOS,
+4220,Acute myocarditis in diseases classified elsewhere,Ac myocardit in oth dis,
+42290,"Acute myocarditis, unspecified",Acute myocarditis NOS,
+42291,Idiopathic myocarditis,Idiopathic myocarditis,
+42292,Septic myocarditis,Septic myocarditis,
+42293,Toxic myocarditis,Toxic myocarditis,
+42299,Other acute myocarditis,Acute myocarditis NEC,
+4230,Hemopericardium,Hemopericardium,
+4231,Adhesive pericarditis,Adhesive pericarditis,
+4232,Constrictive pericarditis,Constrictiv pericarditis,
+4233,Cardiac tamponade,Cardiac tamponade,
+4238,Other specified diseases of pericardium,Pericardial disease NEC,
+4239,Unspecified disease of pericardium,Pericardial disease NOS,
+4240,Mitral valve disorders,Mitral valve disorder,
+4241,Aortic valve disorders,Aortic valve disorder,
+4242,"Tricuspid valve disorders, specified as nonrheumatic",Nonrheum tricusp val dis,
+4243,Pulmonary valve disorders,Pulmonary valve disorder,
+42490,"Endocarditis, valve unspecified, unspecified cause",Endocarditis NOS,
+42491,Endocarditis in diseases classified elsewhere,Endocarditis in oth dis,
+42499,"Other endocarditis, valve unspecified",Endocarditis NEC,
+4250,Endomyocardial fibrosis,Endomyocardial fibrosis,
+42511,Hypertrophic obstructive cardiomyopathy,Hyprtrophc obst cardiomy,
+42518,Other hypertrophic cardiomyopathy,Oth hyprtrophic cardiomy,
+4252,Obscure cardiomyopathy of Africa,Obsc afric cardiomyopath,
+4253,Endocardial fibroelastosis,Endocard fibroelastosis,
+4254,Other primary cardiomyopathies,Prim cardiomyopathy NEC,
+4255,Alcoholic cardiomyopathy,Alcoholic cardiomyopathy,
+4257,Nutritional and metabolic cardiomyopathy,Metabolic cardiomyopathy,
+4258,Cardiomyopathy in other diseases classified elsewhere,Cardiomyopath in oth dis,
+4259,"Secondary cardiomyopathy, unspecified",Second cardiomyopath NOS,
+4260,"Atrioventricular block, complete",Atriovent block complete,
+42610,"Atrioventricular block, unspecified",Atriovent block NOS,
+42611,First degree atrioventricular block,Atriovent block-1st degr,
+42612,Mobitz (type) II atrioventricular block,Atrioven block-mobitz ii,
+42613,Other second degree atrioventricular block,Av block-2nd degree NEC,
+4262,Left bundle branch hemiblock,Left bb hemiblock,
+4263,Other left bundle branch block,Left bb block NEC,
+4264,Right bundle branch block,Rt bundle branch block,
+42650,"Bundle branch block, unspecified",Bundle branch block NOS,
+42651,Right bundle branch block and left posterior fascicular block,Rt bbb/lft post fasc blk,
+42652,Right bundle branch block and left anterior fascicular block,Rt bbb/lft ant fasc blk,
+42653,Other bilateral bundle branch block,Bilat bb block NEC,
+42654,Trifascicular block,Trifascicular block,
+4266,Other heart block,Other heart block,
+4267,Anomalous atrioventricular excitation,Anomalous av excitation,
+42681,Lown-Ganong-Levine syndrome,Lown-ganong-levine synd,
+42682,Long QT syndrome,Long QT syndrome,
+42689,Other specified conduction disorders,Conduction disorder NEC,
+4269,"Conduction disorder, unspecified",Conduction disorder NOS,
+4270,Paroxysmal supraventricular tachycardia,Parox atrial tachycardia,
+4271,Paroxysmal ventricular tachycardia,Parox ventric tachycard,
+4272,"Paroxysmal tachycardia, unspecified",Parox tachycardia NOS,
+42731,Atrial fibrillation,Atrial fibrillation,
+42732,Atrial flutter,Atrial flutter,
+42741,Ventricular fibrillation,Ventricular fibrillation,
+42742,Ventricular flutter,Ventricular flutter,
+4275,Cardiac arrest,Cardiac arrest,
+42760,"Premature beats, unspecified",Premature beats NOS,
+42761,Supraventricular premature beats,Atrial premature beats,
+42769,Other premature beats,Premature beats NEC,
+42781,Sinoatrial node dysfunction,Sinoatrial node dysfunct,
+42789,Other specified cardiac dysrhythmias,Cardiac dysrhythmias NEC,
+4279,"Cardiac dysrhythmia, unspecified",Cardiac dysrhythmia NOS,
+4280,"Congestive heart failure, unspecified",CHF NOS,
+4281,Left heart failure,Left heart failure,
+42820,"Systolic heart failure, unspecified",Systolic hrt failure NOS,
+42821,Acute systolic heart failure,Ac systolic hrt failure,
+42822,Chronic systolic heart failure,Chr systolic hrt failure,
+42823,Acute on chronic systolic heart failure,Ac on chr syst hrt fail,
+42830,"Diastolic heart failure, unspecified",Diastolc hrt failure NOS,
+42831,Acute diastolic heart failure,Ac diastolic hrt failure,
+42832,Chronic diastolic heart failure,Chr diastolic hrt fail,
+42833,Acute on chronic diastolic heart failure,Ac on chr diast hrt fail,
+42840,"Combined systolic and diastolic heart failure, unspecified",Syst/diast hrt fail NOS,
+42841,Acute combined systolic and diastolic heart failure,Ac syst/diastol hrt fail,
+42842,Chronic combined systolic and diastolic heart failure,Chr syst/diastl hrt fail,
+42843,Acute on chronic combined systolic and diastolic heart failure,Ac/chr syst/dia hrt fail,
+4289,"Heart failure, unspecified",Heart failure NOS,
+4290,"Myocarditis, unspecified",Myocarditis NOS,
+4291,Myocardial degeneration,Myocardial degeneration,
+4292,"Cardiovascular disease, unspecified",Ascvd,
+4293,Cardiomegaly,Cardiomegaly,
+4294,Functional disturbances following cardiac surgery,Hrt dis postcardiac surg,
+4295,Rupture of chordae tendineae,Chordae tendinae rupture,
+4296,Rupture of papillary muscle,Papillary muscle rupture,
+42971,Acquired cardiac septal defect,Acq cardiac septl defect,
+42979,"Certain sequelae of myocardial infarction, not elsewhere classified, other",Other sequelae of MI NEC,
+42981,Other disorders of papillary muscle,Papillary muscle dis NEC,
+42982,Hyperkinetic heart disease,Hyperkinetic heart dis,
+42983,Takotsubo syndrome,Takotsubo syndrome,
+42989,Other ill-defined heart diseases,Ill-defined hrt dis NEC,
+4299,"Heart disease, unspecified",Heart disease NOS,
+430,Subarachnoid hemorrhage,Subarachnoid hemorrhage,
+431,Intracerebral hemorrhage,Intracerebral hemorrhage,
+4320,Nontraumatic extradural hemorrhage,Nontraum extradural hem,
+4321,Subdural hemorrhage,Subdural hemorrhage,
+4329,Unspecified intracranial hemorrhage,Intracranial hemorr NOS,
+43300,Occlusion and stenosis of basilar artery without mention of cerebral infarction,Ocl bslr art wo infrct,
+43301,Occlusion and stenosis of basilar artery with cerebral infarction,Ocl bslr art w infrct,
+43310,Occlusion and stenosis of carotid artery without mention of cerebral infarction,Ocl crtd art wo infrct,
+43311,Occlusion and stenosis of carotid artery with cerebral infarction,Ocl crtd art w infrct,
+43320,Occlusion and stenosis of vertebral artery without mention of cerebral infarction,Ocl vrtb art wo infrct,
+43321,Occlusion and stenosis of vertebral artery with cerebral infarction,Ocl vrtb art w infrct,
+43330,Occlusion and stenosis of multiple and bilateral precerebral arteries without mention of cerebral infarction,Ocl mlt bi art wo infrct,
+43331,Occlusion and stenosis of multiple and bilateral precerebral arteries with cerebral infarction,Ocl mlt bi art w infrct,
+43380,Occlusion and stenosis of other specified precerebral artery without mention of cerebral infarction,Ocl spcf art wo infrct,
+43381,Occlusion and stenosis of other specified precerebral artery with cerebral infarction,Ocl spcf art w infrct,
+43390,Occlusion and stenosis of unspecified precerebral artery without mention of cerebral infarction,Ocl art NOS wo infrct,
+43391,Occlusion and stenosis of unspecified precerebral artery with cerebral infarction,Ocl art NOS w infrct,
+43400,Cerebral thrombosis without mention of cerebral infarction,Crbl thrmbs wo infrct,
+43401,Cerebral thrombosis with cerebral infarction,Crbl thrmbs w infrct,
+43410,Cerebral embolism without mention of cerebral infarction,Crbl emblsm wo infrct,
+43411,Cerebral embolism with cerebral infarction,Crbl emblsm w infrct,
+43490,"Cerebral artery occlusion, unspecified without mention of cerebral infarction",Crbl art oc NOS wo infrc,
+43491,"Cerebral artery occlusion, unspecified with cerebral infarction",Crbl art ocl NOS w infrc,
+4350,Basilar artery syndrome,Basilar artery syndrome,
+4351,Vertebral artery syndrome,Vertebral artery syndrom,
+4352,Subclavian steal syndrome,Subclavian steal syndrom,
+4353,Vertebrobasilar artery syndrome,Vertbrobaslr artery synd,
+4358,Other specified transient cerebral ischemias,Trans cereb ischemia NEC,
+4359,Unspecified transient cerebral ischemia,Trans cereb ischemia NOS,
+436,"Acute, but ill-defined, cerebrovascular disease",Cva,
+4370,Cerebral atherosclerosis,Cerebral atherosclerosis,
+4371,Other generalized ischemic cerebrovascular disease,Ac cerebrovasc insuf NOS,
+4372,Hypertensive encephalopathy,Hypertens encephalopathy,
+4373,"Cerebral aneurysm, nonruptured",Nonrupt cerebral aneurym,
+4374,Cerebral arteritis,Cerebral arteritis,
+4375,Moyamoya disease,Moyamoya disease,
+4376,Nonpyogenic thrombosis of intracranial venous sinus,Nonpyogen thrombos sinus,
+4377,Transient global amnesia,Transient global amnesia,
+4378,Other ill-defined cerebrovascular disease,Cerebrovasc disease NEC,
+4379,Unspecified cerebrovascular disease,Cerebrovasc disease NOS,
+4380,"Late effects of cerebrovascular disease, cognitive deficits",Late ef CV dis-cognf def,
+43810,"Late effects of cerebrovascular disease, speech and language deficit, unspecified",Late ef-spch/lng def NOS,
+43811,"Late effects of cerebrovascular disease, aphasia",Late eff CV dis-aphasia,
+43812,"Late effects of cerebrovascular disease, dysphasia",Late eff CV dis-dysphsia,
+43813,"Late effects of cerebrovascular disease, dysarthria",Late eff CV-dysarthria,
+43814,"Late effects of cerebrovascular disease, fluency disorder",Late eff CV-fluency dis,
+43819,"Late effects of cerebrovascular disease, other speech and language deficits",Late ef-spch/lang df NEC,
+43820,"Late effects of cerebrovascular disease, hemiplegia affecting unspecified side",Late ef-hemplga side NOS,
+43821,"Late effects of cerebrovascular disease, hemiplegia affecting dominant side",Late ef-hemplga dom side,
+43822,"Late effects of cerebrovascular disease, hemiplegia affecting nondominant side",Late ef-hemiplga non-dom,
+43830,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting unspecified side",Late ef-mplga up lmb NOS,
+43831,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting dominant side",Late ef-mplga up lmb dom,
+43832,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting nondominant side",Lt ef-mplga uplmb nondom,
+43840,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting unspecified side",Lte ef-mplga low lmb NOS,
+43841,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting dominant side",Lte ef-mplga low lmb dom,
+43842,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting nondominant side",Lt ef-mplga lowlmb nondm,
+43850,"Late effects of cerebrovascular disease, other paralytic syndrome affecting unspecified side",Lt ef oth paral side NOS,
+43851,"Late effects of cerebrovascular disease, other paralytic syndrome affecting dominant side",Lt ef oth paral dom side,
+43852,"Late effects of cerebrovascular disease, other paralytic syndrome affecting nondominant side",Lt ef oth parals non-dom,
+43853,"Late effects of cerebrovascular disease, other paralytic syndrome, bilateral",Lt ef oth parals-bilat,
+4386,"Late effects of cerebrovascular disease, alterations of sensations",Alteration of sensations,
+4387,"Late effects of cerebrovascular disease, disturbances of vision",Disturbances of vision,
+43881,"Other late effects of cerebrovascular disease, apraxia",Late eff CV dis-apraxia,
+43882,"Other late effects of cerebrovascular disease, dysphagia",Late ef CV dis dysphagia,
+43883,"Other late effects of cerebrovascular disease, facial weakness",Facial weakness,
+43884,"Other late effects of cerebrovascular disease, ataxia",Ataxia,
+43885,"Other late effects of cerebrovascular disease, vertigo",Vertigo,
+43889,Other late effects of cerebrovascular disease,Late effect CV dis NEC,
+4389,Unspecified late effects of cerebrovascular disease,Late effect CV dis NOS,
+4400,Atherosclerosis of aorta,Aortic atherosclerosis,
+4401,Atherosclerosis of renal artery,Renal artery atheroscler,
+44020,"Atherosclerosis of native arteries of the extremities, unspecified",Athscl extrm ntv art NOS,
+44021,Atherosclerosis of native arteries of the extremities with intermittent claudication,Ath ext ntv at w claudct,
+44022,Atherosclerosis of native arteries of the extremities with rest pain,Ath ext ntv at w rst pn,
+44023,Atherosclerosis of native arteries of the extremities with ulceration,Ath ext ntv art ulcrtion,
+44024,Atherosclerosis of native arteries of the extremities with gangrene,Ath ext ntv art gngrene,
+44029,Other atherosclerosis of native arteries of the extremities,Athrsc extrm ntv art oth,
+44030,Atherosclerosis of unspecified bypass graft of the extremities,Athscl extrm bps gft NOS,
+44031,Atherosclerosis of autologous vein bypass graft of the extremities,Ath ext autologs bps gft,
+44032,Atherosclerosis of nonautologous biological bypass graft of the extremities,Ath ext nonautlg bps gft,
+4404,Chronic total occlusion of artery of the extremities,Chr tot occl art extrem,
+4408,Atherosclerosis of other specified arteries,Atherosclerosis NEC,
+4409,Generalized and unspecified atherosclerosis,Atherosclerosis NOS,
+44100,"Dissection of aorta, unspecified site",Dsct of aorta unsp site,
+44101,"Dissection of aorta, thoracic",Dsct of thoracic aorta,
+44102,"Dissection of aorta, abdominal",Dsct of abdominal aorta,
+44103,"Dissection of aorta, thoracoabdominal",Dsct of thoracoabd aorta,
+4411,"Thoracic aneurysm, ruptured",Ruptur thoracic aneurysm,
+4412,Thoracic aneurysm without mention of rupture,Thoracic aortic aneurysm,
+4413,"Abdominal aneurysm, ruptured",Rupt abd aortic aneurysm,
+4414,Abdominal aneurysm without mention of rupture,Abdom aortic aneurysm,
+4415,"Aortic aneurysm of unspecified site, ruptured",Rupt aortic aneurysm NOS,
+4416,"Thoracoabdominal aneurysm, ruptured",Thoracoabd aneurysm rupt,
+4417,"Thoracoabdominal aneurysm, without mention of rupture",Thracabd anurysm wo rupt,
+4419,Aortic aneurysm of unspecified site without mention of rupture,Aortic aneurysm NOS,
+4420,Aneurysm of artery of upper extremity,Upper extremity aneurysm,
+4421,Aneurysm of renal artery,Renal artery aneurysm,
+4422,Aneurysm of iliac artery,Iliac artery aneurysm,
+4423,Aneurysm of artery of lower extremity,Lower extremity aneurysm,
+44281,Aneurysm of artery of neck,Aneurysm of neck,
+44282,Aneurysm of subclavian artery,Subclavian aneurysm,
+44283,Aneurysm of splenic artery,Splenic artery aneurysm,
+44284,Aneurysm of other visceral artery,Visceral aneurysm NEC,
+44289,Aneurysm of other specified artery,Aneurysm NEC,
+4429,Aneurysm of unspecified site,Aneurysm NOS,
+4430,Raynaud's syndrome,Raynaud's syndrome,
+4431,Thromboangiitis obliterans [Buerger's disease],Thromboangiit obliterans,
+44321,Dissection of carotid artery,Dissect carotid artery,
+44322,Dissection of iliac artery,Dissection iliac artery,
+44323,Dissection of renal artery,Dissection renal artery,
+44324,Dissection of vertebral artery,Dissect vertebral artery,
+44329,Dissection of other artery,Dissection artery NEC,
+44381,Peripheral angiopathy in diseases classified elsewhere,Angiopathy in other dis,
+44382,Erythromelalgia,Erythromelalgia,
+44389,Other specified peripheral vascular diseases,Periph vascular dis NEC,
+4439,"Peripheral vascular disease, unspecified",Periph vascular dis NOS,
+44401,Saddle embolus of abdominal aorta,Saddle embolus abd aorta,
+44409,Other arterial embolism and thrombosis of abdominal aorta,Ot art emb/thrm abd aort,
+4441,Embolism and thrombosis of thoracic aorta,Thoracic aortic embolism,
+44421,Arterial embolism and thrombosis of upper extremity,Upper extremity embolism,
+44422,Arterial embolism and thrombosis of lower extremity,Lower extremity embolism,
+44481,Embolism and thrombosis of iliac artery,Iliac artery embolism,
+44489,Embolism and thrombosis of other specified artery,Arterial embolism NEC,
+4449,Embolism and thrombosis of unspecified artery,Arterial embolism NOS,
+44501,Atheroembolism of upper extremity,"Atheroembolism,upper ext",
+44502,Atheroembolism of lower extremity,"Atheroembolism,lower ext",
+44581,Atheroembolism of kidney,"Atheroembolism, kidney",
+44589,Atheroembolism of other site,"Atheroembolism, site NEC",
+4460,Polyarteritis nodosa,Polyarteritis nodosa,
+4461,Acute febrile mucocutaneous lymph node syndrome [MCLS],Mucocutan lymph node syn,
+44620,"Hypersensitivity angiitis, unspecified",Hypersensit angiitis NOS,
+44621,Goodpasture's syndrome,Goodpasture's syndrome,
+44629,Other specified hypersensitivity angiitis,Hypersensit angiitis NEC,
+4463,Lethal midline granuloma,Lethal midline granuloma,
+4464,Wegener's granulomatosis,Wegener's granulomatosis,
+4465,Giant cell arteritis,Giant cell arteritis,
+4466,Thrombotic microangiopathy,Thrombot microangiopathy,
+4467,Takayasu's disease,Takayasu's disease,
+4470,"Arteriovenous fistula, acquired",Acq arterioven fistula,
+4471,Stricture of artery,Stricture of artery,
+4472,Rupture of artery,Rupture of artery,
+4473,Hyperplasia of renal artery,Renal artery hyperplasia,
+4474,Celiac artery compression syndrome,Celiac art compress syn,
+4475,Necrosis of artery,Necrosis of artery,
+4476,"Arteritis, unspecified",Arteritis NOS,
+44770,"Aortic ectasia, unspecified site","Aortic ectasia, site NOS",
+44771,Thoracic aortic ectasia,Thoracic aortic ectasia,
+44772,Abdominal aortic ectasia,Abdominal aortic ectasia,
+44773,Thoracoabdominal aortic ectasia,Thoracoabd aortc ectasia,
+4478,Other specified disorders of arteries and arterioles,Arterial disease NEC,
+4479,Unspecified disorders of arteries and arterioles,Arterial disease NOS,
+4480,Hereditary hemorrhagic telangiectasia,Heredit hemorr telangiec,
+4481,"Nevus, non-neoplastic","Nevus, non-neoplastic",
+4489,Other and unspecified capillary diseases,Capillary dis NEC/NOS,
+449,Septic arterial embolism,Septic arterial embolism,
+4510,Phlebitis and thrombophlebitis of superficial vessels of lower extremities,Superfic phlebitis-leg,
+45111,Phlebitis and thrombophlebitis of femoral vein (deep) (superficial),Femoral vein phlebitis,
+45119,"Phlebitis and thrombophlebitis of deep veins of lower extremities, other",Deep phlebitis-leg NEC,
+4512,"Phlebitis and thrombophlebitis of lower extremities, unspecified",Thrombophlebitis leg NOS,
+45181,Phlebitis and thrombophlebitis of iliac vein,Iliac thrombophlebitis,
+45182,Phlebitis and thrombophlebitis of superficial veins of upper extremities,Phlbts sprfc vn up extrm,
+45183,Phlebitis and thrombophlebitis of deep veins of upper extremities,Phlbts deep vn up extrm,
+45184,"Phlebitis and thrombophlebitis of upper extremities, unspecified",Phlbts vn NOS up extrm,
+45189,Phlebitis and thrombophlebitis of other sites,Thrombophlebitis NEC,
+4519,Phlebitis and thrombophlebitis of unspecified site,Thrombophlebitis NOS,
+452,Portal vein thrombosis,Portal vein thrombosis,
+4530,Budd-chiari syndrome,Budd-chiari syndrome,
+4531,Thrombophlebitis migrans,Thrombophlebitis migrans,
+4532,Other venous embolism and thrombosis of inferior vena cava,Oth inf vena cava thromb,
+4533,Other venous embolism and thrombosis of renal vein,Renal vein thrombosis,
+45340,Acute venous embolism and thrombosis of unspecified deep vessels of lower extremity,Ac DVT/embl low ext NOS,
+45341,Acute venous embolism and thrombosis of deep vessels of proximal lower extremity,Ac DVT/emb prox low ext,
+45342,Acute venous embolism and thrombosis of deep vessels of distal lower extremity,Ac DVT/emb distl low ext,
+45350,Chronic venous embolism and thrombosis of unspecified deep vessels of lower extremity,Ch DVT/embl low ext NOS,
+45351,Chronic venous embolism and thrombosis of deep vessels of proximal lower extremity,Ch DVT/embl prox low ext,
+45352,Chronic venous embolism and thrombosis of deep vessels of distal lower extremity,Ch DVT/embl dstl low ext,
+4536,Venous embolism and thrombosis of superficial vessels of lower extremity,Embl suprfcl ves low ext,
+45371,Chronic venous embolism and thrombosis of superficial veins of upper extremity,Ch emblsm suprfcl up ext,
+45372,Chronic venous embolism and thrombosis of deep veins of upper extremity,Ch DVT/embl up ext,
+45373,"Chronic venous embolism and thrombosis of upper extremity, unspecified",Ch emblsm up ext NOS,
+45374,Chronic venous embolism and thrombosis of axillary veins,Ch emblsm axillary veins,
+45375,Chronic venous embolism and thrombosis of subclavian veins,Ch emblsm subclav veins,
+45376,Chronic venous embolism and thrombosis of internal jugular veins,Ch embl internl jug vein,
+45377,Chronic venous embolism and thrombosis of other thoracic veins,Ch embl thorac vein NEC,
+45379,Chronic venous embolism and thrombosis of other specified veins,Ch emblsm veins NEC,
+45381,Acute venous embolism and thrombosis of superficial veins of upper extremity,Ac embl suprfcl up ext,
+45382,Acute venous embolism and thrombosis of deep veins of upper extremity,Ac DVT/embl up ext,
+45383,"Acute venous embolism and thrombosis of upper extremity, unspecified",Ac emblsm up ext NOS,
+45384,Acute venous embolism and thrombosis of axillary veins,Ac emblsm axillary veins,
+45385,Acute venous embolism and thrombosis of subclavian veins,Ac embl subclav veins,
+45386,Acute venous embolism and thrombosis of internal jugular veins,Ac embl internl jug vein,
+45387,Acute venous embolism and thrombosis of other thoracic veins,Ac embl thorac vein NEC,
+45389,Acute venous embolism and thrombosis of other specified veins,Ac embolism veins NEC,
+4539,Other venous embolism and thrombosis of unspecified site,Venous thrombosis NOS,
+4540,Varicose veins of lower extremities with ulcer,Leg varicosity w ulcer,
+4541,Varicose veins of lower extremities with inflammation,Leg varicosity w inflam,
+4542,Varicose veins of lower extremities with ulcer and inflammation,Varicos leg ulcer/inflam,
+4548,Varicose veins of lower extremities with other complications,"Varic vein leg,comp NEC",
+4549,Asymptomatic varicose veins,Asympt varicose veins,
+4550,Internal hemorrhoids without mention of complication,Int hemorrhoid w/o compl,
+4551,Internal thrombosed hemorrhoids,Int thrombos hemorrhoid,
+4552,Internal hemorrhoids with other complication,Int hemrrhoid w comp NEC,
+4553,External hemorrhoids without mention of complication,Ext hemorrhoid w/o compl,
+4554,External thrombosed hemorrhoids,Ext thrombos hemorrhoid,
+4555,External hemorrhoids with other complication,Ext hemrrhoid w comp NEC,
+4556,Unspecified hemorrhoids without mention of complication,Hemorrhoids NOS,
+4557,Unspecified thrombosed hemorrhoids,Thrombos hemorrhoids NOS,
+4558,Unspecified hemorrhoids with other complication,Hemrrhoid NOS w comp NEC,
+4559,Residual hemorrhoidal skin tags,Residual hemorrhoid tags,
+4560,Esophageal varices with bleeding,Esophag varices w bleed,
+4561,Esophageal varices without mention of bleeding,Esoph varices w/o bleed,
+45620,"Esophageal varices in diseases classified elsewhere, with bleeding",Bleed esoph var oth dis,
+45621,"Esophageal varices in diseases classified elsewhere, without mention of bleeding",Esoph varice oth dis NOS,
+4563,Sublingual varices,Sublingual varices,
+4564,Scrotal varices,Scrotal varices,
+4565,Pelvic varices,Pelvic varices,
+4566,Vulval varices,Vulval varices,
+4568,Varices of other sites,Varices of other sites,
+4570,Postmastectomy lymphedema syndrome,Postmastect lymphedema,
+4571,Other lymphedema,Other lymphedema,
+4572,Lymphangitis,Lymphangitis,
+4578,Other noninfectious disorders of lymphatic channels,Noninfect lymph dis NEC,
+4579,Unspecified noninfectious disorder of lymphatic channels,Noninfect lymph dis NOS,
+4580,Orthostatic hypotension,Orthostatic hypotension,
+4581,Chronic hypotension,Chronic hypotension,
+45821,Hypotension of hemodialysis,Hemododialysis hypotensn,
+45829,Other iatrogenic hypotension,Iatrogenc hypotnsion NEC,
+4588,Other specified hypotension,Hypotension NEC,
+4589,"Hypotension, unspecified",Hypotension NOS,
+4590,"Hemorrhage, unspecified",Hemorrhage NOS,
+45910,Postphlebetic syndrome without complications,Postphlbtc synd w/o comp,
+45911,Postphlebetic syndrome with ulcer,Postphlebtc synd w ulcer,
+45912,Postphlebetic syndrome with inflammation,Postphlebtc syn w inflam,
+45913,Postphlebetic syndrome with ulcer and inflammation,Postphl syn w ulc&inflam,
+45919,Postphlebetic syndrome with other complication,Postphleb synd comp NEC,
+4592,Compression of vein,Compression of vein,
+45930,Chronic venous hypertension without complications,Chr venous hypr w/o comp,
+45931,Chronic venous hypertension with ulcer,Chr venous hyper w ulcer,
+45932,Chronic venous hypertension with inflammation,Chr venous hypr w inflam,
+45933,Chronic venous hypertension with ulcer and inflammation,Chr ven hyp w ulc&inflam,
+45939,Chronic venous hypertension with other complication,Chr venous hyp comp NEC,
+45981,"Venous (peripheral) insufficiency, unspecified",Venous insufficiency NOS,
+45989,Other specified disorders of circulatory system,Circulatory disease NEC,
+4599,Unspecified circulatory system disorder,Circulatory disease NOS,
+460,Acute nasopharyngitis [common cold],Acute nasopharyngitis,
+4610,Acute maxillary sinusitis,Ac maxillary sinusitis,
+4611,Acute frontal sinusitis,Ac frontal sinusitis,
+4612,Acute ethmoidal sinusitis,Ac ethmoidal sinusitis,
+4613,Acute sphenoidal sinusitis,Ac sphenoidal sinusitis,
+4618,Other acute sinusitis,Other acute sinusitis,
+4619,"Acute sinusitis, unspecified",Acute sinusitis NOS,
+462,Acute pharyngitis,Acute pharyngitis,
+463,Acute tonsillitis,Acute tonsillitis,
+46400,Acute laryngitis without mention of obstruction,Ac laryngitis w/o obst,
+46401,Acute laryngitis with obstruction,Ac laryngitis w obstruct,
+46410,Acute tracheitis without mention of obstruction,Ac tracheitis no obstruc,
+46411,Acute tracheitis with obstruction,Ac tracheitis w obstruct,
+46420,Acute laryngotracheitis without mention of obstruction,Ac laryngotrach no obstr,
+46421,Acute laryngotracheitis with obstruction,Ac laryngotrach w obstr,
+46430,Acute epiglottitis without mention of obstruction,Ac epiglottitis no obstr,
+46431,Acute epiglottitis with obstruction,Ac epiglottitis w obstr,
+4644,Croup,Croup,
+46450,"Supraglottitis unspecified, without obstruction",Supraglottis w/o obs NOS,
+46451,"Supraglottitis unspecified, with obstruction",Supraglottis w obstr NOS,
+4650,Acute laryngopharyngitis,Acute laryngopharyngitis,
+4658,Acute upper respiratory infections of other multiple sites,Acute uri mult sites NEC,
+4659,Acute upper respiratory infections of unspecified site,Acute uri NOS,
+4660,Acute bronchitis,Acute bronchitis,
+46611,Acute bronchiolitis due to respiratory syncytial virus (RSV),Acu broncholitis d/t RSV,
+46619,Acute bronchiolitis due to other infectious organisms,Acu brnchlts d/t oth org,
+470,Deviated nasal septum,Deviated nasal septum,
+4710,Polyp of nasal cavity,Polyp of nasal cavity,
+4711,Polypoid sinus degeneration,Polypoid sinus degen,
+4718,Other polyp of sinus,Nasal sinus polyp NEC,
+4719,Unspecified nasal polyp,Nasal polyp NOS,
+4720,Chronic rhinitis,Chronic rhinitis,
+4721,Chronic pharyngitis,Chronic pharyngitis,
+4722,Chronic nasopharyngitis,Chronic nasopharyngitis,
+4730,Chronic maxillary sinusitis,Chr maxillary sinusitis,
+4731,Chronic frontal sinusitis,Chr frontal sinusitis,
+4732,Chronic ethmoidal sinusitis,Chr ethmoidal sinusitis,
+4733,Chronic sphenoidal sinusitis,Chr sphenoidal sinusitis,
+4738,Other chronic sinusitis,Chronic sinusitis NEC,
+4739,Unspecified sinusitis (chronic),Chronic sinusitis NOS,
+47400,Chronic tonsillitis,Chronic tonsillitis,
+47401,Chronic adenoiditis,Chronic adenoiditis,
+47402,Chronic tonsillitis and adenoiditis,Chronic tonsils&adenoids,
+47410,Hypertrophy of tonsil with adenoids,Hypertrophy T and A,
+47411,Hypertrophy of tonsils alone,Hypertrophy tonsils,
+47412,Hypertrophy of adenoids alone,Hypertrophy adenoids,
+4742,Adenoid vegetations,Adenoid vegetations,
+4748,Other chronic disease of tonsils and adenoids,Chr T & A dis NEC,
+4749,Unspecified chronic disease of tonsils and adenoids,Chr T & A dis NOS,
+475,Peritonsillar abscess,Peritonsillar abscess,
+4760,Chronic laryngitis,Chronic laryngitis,
+4761,Chronic laryngotracheitis,Chr laryngotracheitis,
+4770,Allergic rhinitis due to pollen,Rhinitis due to pollen,
+4771,Allergic rhinitis due to food,Allergic rhinitis-food,
+4772,Allergic rhinitis due to animal (cat) (dog) hair and dander,Allerg rhinitis-cat/dog,
+4778,Allergic rhinitis due to other allergen,Allergic rhinitis NEC,
+4779,"Allergic rhinitis, cause unspecified",Allergic rhinitis NOS,
+4780,Hypertrophy of nasal turbinates,Hypertrph nasal turbinat,
+47811,Nasal mucositis (ulcerative),Nasal mucositis (ulcer),
+47819,Other disease of nasal cavity and sinuses,Nasal & sinus dis NEC,
+47820,Unspecified disease of pharynx,Disease of pharynx NOS,
+47821,Cellulitis of pharynx or nasopharynx,Cellulitis of pharynx,
+47822,Parapharyngeal abscess,Parapharyngeal abscess,
+47824,Retropharyngeal abscess,Retropharyngeal abscess,
+47825,Edema of pharynx or nasopharynx,Edema pharynx/nasopharyx,
+47826,Cyst of pharynx or nasopharynx,Cyst pharynx/nasopharynx,
+47829,"Other diseases of pharynx, not elsewhere classified",Disease of pharynx NEC,
+47830,"Paralysis of vocal cords or larynx, unspecified",Vocal cord paralysis NOS,
+47831,"Unilateral paralysis of vocal cords or larynx, partial",Vocal paral unilat part,
+47832,"Unilateral paralysis of vocal cords or larynx, complete",Vocal paral unilat total,
+47833,"Bilateral paralysis of vocal cords or larynx, partial",Vocal paral bilat part,
+47834,"Bilateral paralysis of vocal cords or larynx, complete",Vocal paral bilat total,
+4784,Polyp of vocal cord or larynx,Vocal cord/larynx polyp,
+4785,Other diseases of vocal cords,Vocal cord disease NEC,
+4786,Edema of larynx,Edema of larynx,
+47870,Unspecified disease of larynx,Disease of larynx NOS,
+47871,Cellulitis and perichondritis of larynx,Laryngeal cellulitis,
+47874,Stenosis of larynx,Stenosis of larynx,
+47875,Laryngeal spasm,Laryngeal spasm,
+47879,"Other diseases of larynx, not elsewhere classified",Disease of larynx NEC,
+4788,"Upper respiratory tract hypersensitivity reaction, site unspecified",Urt hypersens react NOS,
+4789,Other and unspecified diseases of upper respiratory tract,Upper resp dis NEC/NOS,
+4800,Pneumonia due to adenovirus,Adenoviral pneumonia,
+4801,Pneumonia due to respiratory syncytial virus,Resp syncyt viral pneum,
+4802,Pneumonia due to parainfluenza virus,Parinfluenza viral pneum,
+4803,Pneumonia due to SARS-associated coronavirus,Pneumonia due to SARS,
+4808,Pneumonia due to other virus not elsewhere classified,Viral pneumonia NEC,
+4809,"Viral pneumonia, unspecified",Viral pneumonia NOS,
+481,Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia],Pneumococcal pneumonia,
+4820,Pneumonia due to Klebsiella pneumoniae,K. pneumoniae pneumonia,
+4821,Pneumonia due to Pseudomonas,Pseudomonal pneumonia,
+4822,Pneumonia due to Hemophilus influenzae [H. influenzae],H.influenzae pneumonia,
+48230,"Pneumonia due to Streptococcus, unspecified",Streptococcal pneumn NOS,
+48231,"Pneumonia due to Streptococcus, group A",Pneumonia strptococcus a,
+48232,"Pneumonia due to Streptococcus, group B",Pneumonia strptococcus b,
+48239,Pneumonia due to other Streptococcus,Pneumonia oth strep,
+48240,"Pneumonia due to Staphylococcus, unspecified",Staphylococcal pneu NOS,
+48241,Methicillin susceptible pneumonia due to Staphylococcus aureus,Meth sus pneum d/t Staph,
+48242,Methicillin resistant pneumonia due to Staphylococcus aureus,Meth res pneu d/t Staph,
+48249,Other Staphylococcus pneumonia,Staph pneumonia NEC,
+48281,Pneumonia due to anaerobes,Pneumonia anaerobes,
+48282,Pneumonia due to escherichia coli [E. coli],Pneumonia e coli,
+48283,Pneumonia due to other gram-negative bacteria,Pneumo oth grm-neg bact,
+48284,Pneumonia due to Legionnaires' disease,Legionnaires' disease,
+48289,Pneumonia due to other specified bacteria,Pneumonia oth spcf bact,
+4829,"Bacterial pneumonia, unspecified",Bacterial pneumonia NOS,
+4830,Pneumonia due to mycoplasma pneumoniae,Pneu mycplsm pneumoniae,
+4831,Pneumonia due to chlamydia,Pneumonia d/t chlamydia,
+4838,Pneumonia due to other specified organism,Pneumon oth spec orgnsm,
+4841,Pneumonia in cytomegalic inclusion disease,Pneum w cytomeg incl dis,
+4843,Pneumonia in whooping cough,Pneumonia in whoop cough,
+4845,Pneumonia in anthrax,Pneumonia in anthrax,
+4846,Pneumonia in aspergillosis,Pneum in aspergillosis,
+4847,Pneumonia in other systemic mycoses,Pneum in oth sys mycoses,
+4848,Pneumonia in other infectious diseases classified elsewhere,Pneum in infect dis NEC,
+485,"Bronchopneumonia, organism unspecified",Bronchopneumonia org NOS,
+486,"Pneumonia, organism unspecified","Pneumonia, organism NOS",
+4870,Influenza with pneumonia,Influenza with pneumonia,
+4871,Influenza with other respiratory manifestations,Flu w resp manifest NEC,
+4878,Influenza with other manifestations,Flu w manifestation NEC,
+48801,Influenza due to identified avian influenza virus with pneumonia,Flu dt iden avian w pneu,
+48802,Influenza due to identified avian influenza virus with other respiratory manifestations,Flu dt avian w oth resp,
+48809,Influenza due to identified avian influenza virus with other manifestations,Flu dt avian manfest NEC,
+48811,Influenza due to identified 2009 H1N1 influenza virus with pneumonia,Flu dt 2009 H1N1 w pneu,
+48812,Influenza due to identified 2009 H1N1 influenza virus with other respiratory manifestations,Flu-2009 H1N1 w oth resp,
+48819,Influenza due to identified 2009 H1N1 influenza virus with other manifestations,Flu-2009 H1N1 w oth man,
+48881,Influenza due to identified novel influenza A virus with pneumonia,Flu dt nvl A vrs w pneu,
+48882,Influenza due to identified novel influenza A virus with other respiratory manifestations,Flu dt nvl A w oth resp,
+48889,Influenza due to identified novel influenza A virus with other manifestations,Flu dt novel A w oth man,
+490,"Bronchitis, not specified as acute or chronic",Bronchitis NOS,
+4910,Simple chronic bronchitis,Simple chr bronchitis,
+4911,Mucopurulent chronic bronchitis,Mucopurul chr bronchitis,
+49120,Obstructive chronic bronchitis without exacerbation,Obst chr bronc w/o exac,
+49121,Obstructive chronic bronchitis with (acute) exacerbation,Obs chr bronc w(ac) exac,
+49122,Obstructive chronic bronchitis with acute bronchitis,Obs chr bronc w ac bronc,
+4918,Other chronic bronchitis,Chronic bronchitis NEC,
+4919,Unspecified chronic bronchitis,Chronic bronchitis NOS,
+4920,Emphysematous bleb,Emphysematous bleb,
+4928,Other emphysema,Emphysema NEC,
+49300,"Extrinsic asthma, unspecified",Extrinsic asthma NOS,
+49301,Extrinsic asthma with status asthmaticus,Ext asthma w status asth,
+49302,Extrinsic asthma with (acute) exacerbation,Ext asthma w(acute) exac,
+49310,"Intrinsic asthma, unspecified",Intrinsic asthma NOS,
+49311,Intrinsic asthma with status asthmaticus,Int asthma w status asth,
+49312,Intrinsic asthma with (acute) exacerbation,Int asthma w (ac) exac,
+49320,"Chronic obstructive asthma, unspecified",Chronic obst asthma NOS,
+49321,Chronic obstructive asthma with status asthmaticus,Ch ob asthma w stat asth,
+49322,Chronic obstructive asthma with (acute) exacerbation,Ch obst asth w (ac) exac,
+49381,Exercise induced bronchospasm,Exercse ind bronchospasm,
+49382,Cough variant asthma,Cough variant asthma,
+49390,"Asthma, unspecified type, unspecified",Asthma NOS,
+49391,"Asthma, unspecified type, with status asthmaticus",Asthma w status asthmat,
+49392,"Asthma, unspecified type, with (acute) exacerbation",Asthma NOS w (ac) exac,
+4940,Bronchiectasis without acute exacerbation,Bronchiectas w/o ac exac,
+4941,Bronchiectasis with acute exacerbation,Bronchiectasis w ac exac,
+4950,Farmers' lung,Farmers' lung,
+4951,Bagassosis,Bagassosis,
+4952,Bird-fanciers' lung,Bird-fanciers' lung,
+4953,Suberosis,Suberosis,
+4954,Malt workers' lung,Malt workers' lung,
+4955,Mushroom workers' lung,Mushroom workers' lung,
+4956,Maple bark-strippers' lung,Mapl bark-stripprs' lung,
+4957,"""Ventilation"" pneumonitis","""ventilation"" pneumonit",
+4958,Other specified allergic alveolitis and pneumonitis,Allerg alveol/pneum NEC,
+4959,Unspecified allergic alveolitis and pneumonitis,Allerg alveol/pneum NOS,
+496,"Chronic airway obstruction, not elsewhere classified",Chr airway obstruct NEC,
+500,Coal workers' pneumoconiosis,Coal workers' pneumocon,
+501,Asbestosis,Asbestosis,
+502,Pneumoconiosis due to other silica or silicates,Silica pneumocon NEC,
+503,Pneumoconiosis due to other inorganic dust,Inorg dust pneumocon NEC,
+504,Pneumonopathy due to inhalation of other dust,Dust pneumonopathy NEC,
+505,"Pneumoconiosis, unspecified",Pneumoconiosis NOS,
+5060,Bronchitis and pneumonitis due to fumes and vapors,Fum/vapor bronc/pneumon,
+5061,Acute pulmonary edema due to fumes and vapors,Fum/vapor ac pulm edema,
+5062,Upper respiratory inflammation due to fumes and vapors,Fum/vapor up resp inflam,
+5063,Other acute and subacute respiratory conditions due to fumes and vapors,Fum/vap ac resp cond NEC,
+5064,Chronic respiratory conditions due to fumes and vapors,Fum/vapor chr resp cond,
+5069,Unspecified respiratory conditions due to fumes and vapors,Fum/vapor resp cond NOS,
+5070,Pneumonitis due to inhalation of food or vomitus,Food/vomit pneumonitis,
+5071,Pneumonitis due to inhalation of oils and essences,Oil/essence pneumonitis,
+5078,Pneumonitis due to other solids and liquids,Solid/liq pneumonit NEC,
+5080,Acute pulmonary manifestations due to radiation,Ac pul manif d/t radiat,
+5081,Chronic and other pulmonary manifestations due to radiation,Chr pul manif d/t radiat,
+5082,Respiratory conditions due to smoke inhalation,Resp cond dt smoke inhal,
+5088,Respiratory conditions due to other specified external agents,Resp cond: ext agent NEC,
+5089,Respiratory conditions due to unspecified external agent,Resp cond: ext agent NOS,
+5100,Empyema with fistula,Empyema with fistula,
+5109,Empyema without mention of fistula,Empyema w/o fistula,
+5110,Pleurisy without mention of effusion or current tuberculosis,Pleurisy w/o effus or TB,
+5111,"Pleurisy with effusion, with mention of a bacterial cause other than tuberculosis",Bact pleur/effus not TB,
+51181,Malignant pleural effusion,Malignant pleural effusn,
+51189,"Other specified forms of effusion, except tuberculous",Effusion NEC exc tb,
+5119,Unspecified pleural effusion,Pleural effusion NOS,
+5120,Spontaneous tension pneumothorax,Spont tens pneumothorax,
+5121,Iatrogenic pneumothorax,Iatrogenic pneumothorax,
+5122,Postoperative air leak,Postoperative air leak,
+51281,Primary spontaneous pneumothorax,Prim spont pneumothorax,
+51282,Secondary spontaneous pneumothorax,Sec spont pneumothorax,
+51283,Chronic pneumothorax,Chronic pneumothorax,
+51284,Other air leak,Other air leak,
+51289,Other pneumothorax,Other pneumothorax,
+5130,Abscess of lung,Abscess of lung,
+5131,Abscess of mediastinum,Abscess of mediastinum,
+514,Pulmonary congestion and hypostasis,Pulm congest/hypostasis,
+515,Postinflammatory pulmonary fibrosis,Postinflam pulm fibrosis,
+5160,Pulmonary alveolar proteinosis,Pul alveolar proteinosis,
+5161,Idiopathic pulmonary hemosiderosis,Idio pulm hemosiderosis,
+5162,Pulmonary alveolar microlithiasis,Pulm alveolar microlith,
+51630,"Idiopathic interstitial pneumonia, not otherwise specified",Idiopath inters pneu NOS,
+51631,Idiopathic pulmonary fibrosis,Idiopath pulmon fibrosis,
+51632,Idiopathic non-specific interstitial pneumonitis,Idio non-spec inter pneu,
+51633,Acute interstitial pneumonitis,Acute interstitial pneum,
+51634,Respiratory bronchiolitis interstitial lung disease,Resp brncio interst lung,
+51635,Idiopathic lymphoid interstitial pneumonia,Idiopth lym interst pneu,
+51636,Cryptogenic organizing pneumonia,Cryptogenic organiz pneu,
+51637,Desquamative interstitial pneumonia,Desquamatv interst pneu,
+5164,Lymphangioleiomyomatosis,Lymphangioleiomyomatosis,
+5165,Adult pulmonary Langerhans cell histiocytosis,Adlt pul Langs cell hist,
+51661,Neuroendocrine cell hyperplasia of infancy,Neuroend cell hyprpl inf,
+51662,Pulmonary interstitial glycogenosis,Pulm interstitl glycogen,
+51663,Surfactant mutations of the lung,Surfactant mutation lung,
+51664,Alveolar capillary dysplasia with vein misalignment,Alv cap dysp w vn misaln,
+51669,Other interstitial lung diseases of childhood,Oth intrst lung dis chld,
+5168,Other specified alveolar and parietoalveolar pneumonopathies,Alveol pneumonopathy NEC,
+5169,Unspecified alveolar and parietoalveolar pneumonopathy,Alveol pneumonopathy NOS,
+5171,Rheumatic pneumonia,Rheumatic pneumonia,
+5172,Lung involvement in systemic sclerosis,Syst sclerosis lung dis,
+5173,Acute chest syndrome,Acute chest syndrome,
+5178,Lung involvement in other diseases classified elsewhere,Lung involv in oth dis,
+5180,Pulmonary collapse,Pulmonary collapse,
+5181,Interstitial emphysema,Interstitial emphysema,
+5182,Compensatory emphysema,Compensatory emphysema,
+5183,Pulmonary eosinophilia,Pulmonary eosinophilia,
+5184,"Acute edema of lung, unspecified",Acute lung edema NOS,
+51851,Acute respiratory failure following trauma and surgery,Ac resp flr fol trma/srg,
+51852,"Other pulmonary insufficiency, not elsewhere classified, following trauma and surgery",Ot pul insuf fol trm/srg,
+51853,Acute and chronic respiratory failure following trauma and surgery,Ac/chr rsp flr fol tr/sg,
+5186,Allergic bronchopulmonary aspergillosis,Alrgc brncpul asprglosis,
+5187,Transfusion related acute lung injury (TRALI),Transfsn rel ac lung inj,
+51881,Acute respiratory failure,Acute respiratry failure,
+51882,"Other pulmonary insufficiency, not elsewhere classified",Other pulmonary insuff,
+51883,Chronic respiratory failure,Chronic respiratory fail,
+51884,Acute and chronic respiratory failure,Acute & chronc resp fail,
+51889,"Other diseases of lung, not elsewhere classified",Other lung disease NEC,
+51900,"Tracheostomy complication, unspecified",Tracheostomy comp NOS,
+51901,Infection of tracheostomy,Tracheostomy infection,
+51902,Mechanical complication of tracheostomy,Tracheostomy - mech comp,
+51909,Other tracheostomy complications,Tracheostomy comp NEC,
+51911,Acute bronchospasm,Acute bronchospasm,
+51919,Other diseases of trachea and bronchus,Trachea & bronch dis NEC,
+5192,Mediastinitis,Mediastinitis,
+5193,"Other diseases of mediastinum, not elsewhere classified",Mediastinum disease NEC,
+5194,Disorders of diaphragm,Disorders of diaphragm,
+5198,"Other diseases of respiratory system, not elsewhere classified",Resp system disease NEC,
+5199,Unspecified disease of respiratory system,Resp system disease NOS,
+5200,Anodontia,Anodontia,
+5201,Supernumerary teeth,Supernumerary teeth,
+5202,Abnormalities of size and form of teeth,Abnormal tooth size/form,
+5203,Mottled teeth,Mottled teeth,
+5204,Disturbances of tooth formation,Tooth formation disturb,
+5205,"Hereditary disturbances in tooth structure, not elsewhere classified",Heredit tooth struct NEC,
+5206,Disturbances in tooth eruption,Tooth eruption disturb,
+5207,Teething syndrome,Teething syndrome,
+5208,Other specified disorders of tooth development and eruption,Tooth devel/erup dis NEC,
+5209,Unspecified disorder of tooth development and eruption,Tooth devel/erup dis NOS,
+52100,"Dental caries, unspecified",Dental caries NOS,
+52101,Dental caries limited to enamel,Dental caries - enamel,
+52102,Dental caries extending into dentine,Dental caries - dentine,
+52103,Dental caries extending into pulp,Dental caries - pulp,
+52104,Arrested dental caries,Dental caries - arrested,
+52105,Odontoclasia,Odontoclasia,
+52106,Dental caries pit and fissure,Dentl caries-pit/fissure,
+52107,Dental caries of smooth surface,Dentl caries-smooth surf,
+52108,Dental caries of root surface,Dental caries-root surf,
+52109,Other dental caries,Dental caries NEC,
+52110,"Excessive attrition, unspecified",Excessive attrition NOS,
+52111,"Excessive attrition, limited to enamel",Excess attrition-enamel,
+52112,"Excessive attrition, extending into dentine",Excess attrition-dentine,
+52113,"Excessive attrition, extending into pulp",Excessive attrition-pulp,
+52114,"Excessive attrition, localized",Excess attrition-local,
+52115,"Excessive attrition, generalized",Excess attrition-general,
+52120,"Abrasion, unspecified",Abrasion NOS,
+52121,"Abrasion, limited to enamel",Abrasion-enamel,
+52122,"Abrasion, extending into dentine",Abrasion-dentine,
+52123,"Abrasion, extending into pulp",Abrasion-pulp,
+52124,"Abrasion, localized",Abrasion-localized,
+52125,"Abrasion, generalized",Abrasion-generalized,
+52130,"Erosion, unspecified",Erosion NOS,
+52131,"Erosion, limited to enamel",Erosion-enamel,
+52132,"Erosion, extending into dentine",Erosion-dentine,
+52133,"Erosion, extending into pulp",Erosion-pulp,
+52134,"Erosion, localized",Erosion-localized,
+52135,"Erosion, generalized",Erosion-generalized,
+52140,"Pathological resorption, unspecified",Path resorption NOS,
+52141,"Pathological resorption, internal",Path resorption-internal,
+52142,"Pathological resorption, external",Path resorption-external,
+52149,Other pathological resorption,Path resorption NEC,
+5215,Hypercementosis,Hypercementosis,
+5216,Ankylosis of teeth,Ankylosis of teeth,
+5217,Intrinsic posteruptive color changes,Intrin posteruptv color,
+52181,Cracked tooth,Cracked tooth,
+52189,Other specific diseases of hard tissues of teeth,Dis hard tiss teeth NEC,
+5219,Unspecified disease of hard tissues of teeth,Hard tiss dis teeth NOS,
+5220,Pulpitis,Pulpitis,
+5221,Necrosis of the pulp,Necrosis of tooth pulp,
+5222,Pulp degeneration,Tooth pulp degeneration,
+5223,Abnormal hard tissue formation in pulp,Abn hard tiss-tooth pulp,
+5224,Acute apical periodontitis of pulpal origin,Ac apical periodontitis,
+5225,Periapical abscess without sinus,Periapical abscess,
+5226,Chronic apical periodontitis,Chr apical periodontitis,
+5227,Periapical abscess with sinus,Periapical absc w sinus,
+5228,Radicular cyst,Radicular cyst,
+5229,Other and unspecified diseases of pulp and periapical tissues,Pulp/periapical dis NEC,
+52300,"Acute gingivitis, plaque induced","Acute gingititis, plaque",
+52301,"Acute gingivitis, non-plaque induced","Ac gingivitis,nonplaque",
+52310,"Chronic gingivitis, plaque induced","Chronc gingititis,plaque",
+52311,"Chronic gingivitis, non-plaque induced",Chr gingivitis-nonplaque,
+52320,"Gingival recession, unspecified",Gingival recession NOS,
+52321,"Gingival recession, minimal",Gingival recess-minimal,
+52322,"Gingival recession, moderate",Gingival recess-moderate,
+52323,"Gingival recession, severe",Gingival recess-severe,
+52324,"Gingival recession, localized",Gingival recession-local,
+52325,"Gingival recession, generalized",Gingival recess-general,
+52330,"Aggressive periodontitis, unspecified",Aggres periodontitis NOS,
+52331,"Aggressive periodontitis, localized","Aggres periodontitis,loc",
+52332,"Aggressive periodontitis, generalized","Aggres periodontitis,gen",
+52333,Acute periodontitis,Acute periodontitis,
+52340,"Chronic periodontitis, unspecified",Chronc periodontitis NOS,
+52341,"Chronic periodontitis, localized","Chr periodontitis, local",
+52342,"Chronic periodontitis, generalized","Chron periodontitis,gen",
+5235,Periodontosis,Periodontosis,
+5236,Accretions on teeth,Accretions on teeth,
+5238,Other specified periodontal diseases,Periodontal disease NEC,
+5239,Unspecified gingival and periodontal disease,Gingiv/periodont dis NOS,
+52400,"Major anomalies of jaw size, unspecified anomaly",Unspcf anomaly jaw size,
+52401,"Major anomalies of jaw size, maxillary hyperplasia",Maxillary hyperplasia,
+52402,"Major anomalies of jaw size, mandibular hyperplasia",Mandibular hyperplasia,
+52403,"Major anomalies of jaw size, maxillary hypoplasia",Maxillary hypoplasia,
+52404,"Major anomalies of jaw size, mandibular hypoplasia",Mandibular hypoplasia,
+52405,"Major anomalies of jaw size, macrogenia",Macrogenia,
+52406,"Major anomalies of jaw size, microgenia",Microgenia,
+52407,Excessive tuberosity of jaw,Excessive tuberosity-jaw,
+52409,"Major anomalies of jaw size, other specified anomaly",Oth spcf anmly jaw size,
+52410,"Anomalies of relationship of jaw to cranial base, unspecified anomaly",Unspcf anm jaw cranl bse,
+52411,"Anomalies of relationship of jaw to cranial base, maxillary asymmetry",Maxillary asymmetry,
+52412,"Anomalies of relationship of jaw to cranial base, other jaw asymmetry",Other jaw asymmetry,
+52419,"Anomalies of relationship of jaw to cranial base, other specified anomaly",Spcfd anom jaw cranl bse,
+52420,Unspecified anomaly of dental arch relationship,Anomaly dental arch NOS,
+52421,"Malocclusion, Angle's class I",Malocc- Angle's class I,
+52422,"Malocclusion, Angle's class II",Malocc-Angle's class II,
+52423,"Malocclusion, Angle's class III",Malocc-Angle's class III,
+52424,Open anterior occlusal relationship,Open anterior occlusion,
+52425,Open posterior occlusal relationship,Open posterior occlusion,
+52426,Excessive horizontal overlap,Excess horizontl overlap,
+52427,Reverse articulation,Reverse articulation,
+52428,Anomalies of interarch distance,Anom interarch distance,
+52429,Other anomalies of dental arch relationship,Anomaly dental arch NEC,
+52430,Unspecified anomaly of tooth position,Tooth position anom NOS,
+52431,Crowding of teeth,Crowding of teeth,
+52432,Excessive spacing of teeth,Excessive spacing-teeth,
+52433,Horizontal displacement of teeth,Horizontl displace-teeth,
+52434,Vertical displacement of teeth,Vertical displace-teeth,
+52435,Rotation of tooth/teeth,Rotation of teeth,
+52436,Insufficient interocclusal distance of teeth (ridge),Insuf interocclusl-teeth,
+52437,Excessive interocclusal distance of teeth,Exces interocclusl-teeth,
+52439,Other anomalies of tooth position,Tooth position anom NEC,
+5244,"Malocclusion, unspecified",Malocclusion NOS,
+52450,"Dentofacial functional abnormality, unspecified",Dentofac funct abnor NOS,
+52451,Abnormal jaw closure,Abnormal jaw closure,
+52452,Limited mandibular range of motion,Limited mandibular ROM,
+52453,Deviation in opening and closing of the mandible,Dev open/close mandible,
+52454,Insufficient anterior guidance,Insuff anterior guidance,
+52455,Centric occlusion maximum intercuspation discrepancy,Centric occl intrcsp dis,
+52456,Non-working side interference,Nonwork side interfrnce,
+52457,Lack of posterior occlusal support,Lack post occlsl support,
+52459,Other dentofacial functional abnormalities,Dentofac funct abnor NEC,
+52460,"Temporomandibular joint disorders, unspecified",TMJ disorders NOS,
+52461,"Temporomandibular joint disorders, adhesions and ankylosis (bony or fibrous)",Adhesns/ankylosis - TMJ,
+52462,"Temporomandibular joint disorders, arthralgia of temporomandibular joint",Arthralgia TMJ,
+52463,"Temporomandibular joint disorders, articular disc disorder (reducing or non-reducing)",Articular disc disorder,
+52464,Temporomandibular joint sounds on opening and/or closing the jaw,TMJ sounds opn/close jaw,
+52469,Other specified temporomandibular joint disorders,Other specf TMJ disordrs,
+52470,"Dental alveolar anomalies, unspecified alveolar anomaly",Unspf dent alvelr anmaly,
+52471,Alveolar maxillary hyperplasia,Alveolar maxil hyprplsia,
+52472,Alveolar mandibular hyperplasia,Alveolar mandib hyprplas,
+52473,Alveolar maxillary hypoplasia,Alveolar maxil hypoplsia,
+52474,Alveolar mandibular hypoplasia,Alveolar mandb hypoplsia,
+52475,Vertical displacement of alveolus and teeth,Vertical displace teeth,
+52476,Occlusal plane deviation,Occlusal plane deviation,
+52479,Other specified alveolar anomaly,Oth spcf alveolar anmaly,
+52481,Anterior soft tissue impingement,Anterior soft tiss impg,
+52482,Posterior soft tissue impingement,Posterior soft tiss impg,
+52489,Other specified dentofacial anomalies,Dentofacial anomaly NEC,
+5249,Unspecified dentofacial anomalies,Dentofacial anomaly NOS,
+5250,Exfoliation of teeth due to systemic causes,Exfoliation of teeth,
+52510,"Acquired absence of teeth, unspecified",Acq absence of teeth NOS,
+52511,Loss of teeth due to trauma,Loss of teeth d/t trauma,
+52512,Loss of teeth due to periodontal disease,Loss teeth d/t peri dis,
+52513,Loss of teeth due to caries,Loss of teeth d/t caries,
+52519,Other loss of teeth,Loss of teeth NEC,
+52520,Unspecified atrophy of edentulous alveolar ridge,Atrophy alvlar ridge NOS,
+52521,Minimal atrophy of the mandible,Atrophy mandible-minimal,
+52522,Moderate atrophy of the mandible,Atrophy mandible-modrate,
+52523,Severe atrophy of the mandible,Atrophy mandible-severe,
+52524,Minimal atrophy of the maxilla,Atrophy maxilla-minimal,
+52525,Moderate atrophy of the maxilla,Atrophy maxilla-moderate,
+52526,Severe atrophy of the maxilla,Atrophy maxilla-severe,
+5253,Retained dental root,Retained dental root,
+52540,"Complete edentulism, unspecified",Complete edentulism NOS,
+52541,"Complete edentulism, class I","Comp edentulism,class I",
+52542,"Complete edentulism, class II","Comp edentulism,class II",
+52543,"Complete edentulism, class III","Comp edentulsm,class III",
+52544,"Complete edentulism, class IV","Comp edentulism,class IV",
+52550,"Partial edentulism, unspecified",Partial edentulism NOS,
+52551,"Partial edentulism, class I","Part edentulism,class I",
+52552,"Partial edentulism, class II","Part edentulism,class II",
+52553,"Partial edentulism, class III","Part edentulsm,class III",
+52554,"Partial edentulism, class IV","Part edentulism,class IV",
+52560,Unspecified unsatisfactory restoration of tooth,Unsat restore tooth NOS,
+52561,Open restoration margins,Open restoration margins,
+52562,Unrepairable overhanging of dental restorative materials,Overhang dental restore,
+52563,Fractured dental restorative material without loss of material,Fx dental mat w/o loss,
+52564,Fractured dental restorative material with loss of material,Fx dentl material w loss,
+52565,Contour of existing restoration of tooth biologically incompatible with oral health,Contour restore tooth,
+52566,Allergy to existing dental restorative material,Allergy dental res mat,
+52567,Poor aesthetics of existing restoration,Poor aesthetics restore,
+52569,Other unsatisfactory restoration of existing tooth,Unsat restore tooth NEC,
+52571,Osseointegration failure of dental implant,Osseo fail dental implnt,
+52572,Post-osseointegration biological failure of dental implant,Post-osse biol fail impl,
+52573,Post-osseointegration mechanical failure of dental implant,Post-osse mech fail impl,
+52579,Other endosseous dental implant failure,Endos dentl imp fail NEC,
+5258,Other specified disorders of the teeth and supporting structures,Dental disorder NEC,
+5259,Unspecified disorder of the teeth and supporting structures,Dental disorder NOS,
+5260,Developmental odontogenic cysts,Devel odontogenic cysts,
+5261,Fissural cysts of jaw,Fissural cysts of jaw,
+5262,Other cysts of jaws,Cysts of jaws NEC,
+5263,Central giant cell (reparative) granuloma,Cent giant cell granulom,
+5264,Inflammatory conditions of jaw,Inflammation of jaw,
+5265,Alveolitis of jaw,Alveolitis of jaw,
+52661,Perforation of root canal space,Perfor root canal space,
+52662,Endodontic overfill,Endodontic overfill,
+52663,Endodontic underfill,Endodontic underfill,
+52669,Other periradicular pathology associated with previous endodontic treatment,Periradicular path NEC,
+52681,Exostosis of jaw,Exostosis of jaw,
+52689,Other specified diseases of the jaws,Jaw disease NEC,
+5269,Unspecified disease of the jaws,Jaw disease NOS,
+5270,Atrophy of salivary gland,Salivary gland atrophy,
+5271,Hypertrophy of salivary gland,Salivary glnd hyprtrophy,
+5272,Sialoadenitis,Sialoadenitis,
+5273,Abscess of salivary gland,Salivary gland abscess,
+5274,Fistula of salivary gland,Salivary gland fistula,
+5275,Sialolithiasis,Sialolithiasis,
+5276,Mucocele of salivary gland,Salivary gland mucocele,
+5277,Disturbance of salivary secretion,Salivary secretion dis,
+5278,Other specified diseases of the salivary glands,Salivary gland dis NEC,
+5279,Unspecified disease of the salivary glands,Salivary gland dis NOS,
+52800,"Stomatitis and mucositis, unspecified",Stomatitis/mucositis NOS,
+52801,Mucositis (ulcerative) due to antineoplastic therapy,Mucosits d/t antineo rx,
+52802,Mucositis (ulcerative) due to other drugs,Mucositis d/t drugs NEC,
+52809,Other stomatitis and mucositis (ulcerative),Stomatits & mucosits NEC,
+5281,Cancrum oris,Cancrum oris,
+5282,Oral aphthae,Oral aphthae,
+5283,Cellulitis and abscess of oral soft tissues,Cellulitis/abscess mouth,
+5284,Cysts of oral soft tissues,Oral soft tissue cyst,
+5285,Diseases of lips,Diseases of lips,
+5286,"Leukoplakia of oral mucosa, including tongue",Leukoplakia oral mucosa,
+52871,Minimal keratinized residual ridge mucosa,Keratin ridge mucosa-min,
+52872,Excessive keratinized residual ridge mucosa,Keratin ridge muc-excess,
+52879,"Other disturbances of oral epithelium, including tongue",Dist oral epithelium NEC,
+5288,"Oral submucosal fibrosis, including of tongue",Oral submucosal fibrosis,
+5289,Other and unspecified diseases of the oral soft tissues,Oral soft tissue dis NEC,
+5290,Glossitis,Glossitis,
+5291,Geographic tongue,Geographic tongue,
+5292,Median rhomboid glossitis,Med rhomboid glossitis,
+5293,Hypertrophy of tongue papillae,Hypertroph tongue papill,
+5294,Atrophy of tongue papillae,Atrophy tongue papillae,
+5295,Plicated tongue,Plicated tongue,
+5296,Glossodynia,Glossodynia,
+5298,Other specified conditions of the tongue,Tongue disorder NEC,
+5299,Unspecified condition of the tongue,Tongue disorder NOS,
+5300,Achalasia and cardiospasm,Achalasia & cardiospasm,
+53010,"Esophagitis, unspecified","Esophagitis, unspecified",
+53011,Reflux esophagitis,Reflux esophagitis,
+53012,Acute esophagitis,Acute esophagitis,
+53013,Eosinophilic esophagitis,Eosinophilic esophagitis,
+53019,Other esophagitis,Other esophagitis,
+53020,Ulcer of esophagus without bleeding,Ulc esophagus w/o bleed,
+53021,Ulcer of esophagus with bleeding,Ulcer esophagus w bleed,
+5303,Stricture and stenosis of esophagus,Esophageal stricture,
+5304,Perforation of esophagus,Perforation of esophagus,
+5305,Dyskinesia of esophagus,Dyskinesia of esophagus,
+5306,"Diverticulum of esophagus, acquired",Acq esophag diverticulum,
+5307,Gastroesophageal laceration-hemorrhage syndrome,Mallory-weiss syndrome,
+53081,Esophageal reflux,Esophageal reflux,
+53082,Esophageal hemorrhage,Esophageal hemorrhage,
+53083,Esophageal leukoplakia,Esophageal leukoplakia,
+53084,Tracheoesophageal fistula,Tracheoesophageal fstula,
+53085,Barrett's esophagus,Barrett's esophagus,
+53086,Infection of esophagostomy,Esophagostomy infection,
+53087,Mechanical complication of esophagostomy,Mech comp esophagostomy,
+53089,Other specified disorders of esophagus,Other dsrders esophagus,
+5309,Unspecified disorder of esophagus,Esophageal disorder NOS,
+53100,"Acute gastric ulcer with hemorrhage, without mention of obstruction",Ac stomach ulcer w hem,
+53101,"Acute gastric ulcer with hemorrhage, with obstruction",Ac stomac ulc w hem-obst,
+53110,"Acute gastric ulcer with perforation, without mention of obstruction",Ac stomach ulcer w perf,
+53111,"Acute gastric ulcer with perforation, with obstruction",Ac stom ulc w perf-obst,
+53120,"Acute gastric ulcer with hemorrhage and perforation, without mention of obstruction",Ac stomac ulc w hem/perf,
+53121,"Acute gastric ulcer with hemorrhage and perforation, with obstruction",Ac stom ulc hem/perf-obs,
+53130,"Acute gastric ulcer without mention of hemorrhage or perforation, without mention of obstruction",Acute stomach ulcer NOS,
+53131,"Acute gastric ulcer without mention of hemorrhage or perforation, with obstruction",Ac stomach ulc NOS-obstr,
+53140,"Chronic or unspecified gastric ulcer with hemorrhage, without mention of obstruction",Chr stomach ulc w hem,
+53141,"Chronic or unspecified gastric ulcer with hemorrhage, with obstruction",Chr stom ulc w hem-obstr,
+53150,"Chronic or unspecified gastric ulcer with perforation, without mention of obstruction",Chr stomach ulcer w perf,
+53151,"Chronic or unspecified gastric ulcer with perforation, with obstruction",Chr stom ulc w perf-obst,
+53160,"Chronic or unspecified gastric ulcer with hemorrhage and perforation, without mention of obstruction",Chr stomach ulc hem/perf,
+53161,"Chronic or unspecified gastric ulcer with hemorrhage and perforation, with obstruction",Chr stom ulc hem/perf-ob,
+53170,"Chronic gastric ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr stomach ulcer NOS,
+53171,"Chronic gastric ulcer without mention of hemorrhage or perforation, with obstruction",Chr stomach ulc NOS-obst,
+53190,"Gastric ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Stomach ulcer NOS,
+53191,"Gastric ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Stomach ulcer NOS-obstr,
+53200,"Acute duodenal ulcer with hemorrhage, without mention of obstruction",Ac duodenal ulcer w hem,
+53201,"Acute duodenal ulcer with hemorrhage, with obstruction",Ac duoden ulc w hem-obst,
+53210,"Acute duodenal ulcer with perforation, without mention of obstruction",Ac duodenal ulcer w perf,
+53211,"Acute duodenal ulcer with perforation, with obstruction",Ac duoden ulc perf-obstr,
+53220,"Acute duodenal ulcer with hemorrhage and perforation, without mention of obstruction",Ac duoden ulc w hem/perf,
+53221,"Acute duodenal ulcer with hemorrhage and perforation, with obstruction",Ac duod ulc hem/perf-obs,
+53230,"Acute duodenal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Acute duodenal ulcer NOS,
+53231,"Acute duodenal ulcer without mention of hemorrhage or perforation, with obstruction",Ac duodenal ulc NOS-obst,
+53240,"Chronic or unspecified duodenal ulcer with hemorrhage, without mention of obstruction",Chr duoden ulcer w hem,
+53241,"Chronic or unspecified duodenal ulcer with hemorrhage, with obstruction",Chr duoden ulc hem-obstr,
+53250,"Chronic or unspecified duodenal ulcer with perforation, without mention of obstruction",Chr duoden ulcer w perf,
+53251,"Chronic or unspecified duodenal ulcer with perforation, with obstruction",Chr duoden ulc perf-obst,
+53260,"Chronic or unspecified duodenal ulcer with hemorrhage and perforation, without mention of obstruction",Chr duoden ulc hem/perf,
+53261,"Chronic or unspecified duodenal ulcer with hemorrhage and perforation, with obstruction",Chr duod ulc hem/perf-ob,
+53270,"Chronic duodenal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr duodenal ulcer NOS,
+53271,"Chronic duodenal ulcer without mention of hemorrhage or perforation, with obstruction",Chr duoden ulc NOS-obstr,
+53290,"Duodenal ulcer, unspecified as acute or chronic, without hemorrhage or perforation, without mention of obstruction",Duodenal ulcer NOS,
+53291,"Duodenal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Duodenal ulcer NOS-obstr,
+53300,"Acute peptic ulcer of unspecified site with hemorrhage, without mention of obstruction",Ac peptic ulcer w hemorr,
+53301,"Acute peptic ulcer of unspecified site with hemorrhage, with obstruction",Ac peptic ulc w hem-obst,
+53310,"Acute peptic ulcer of unspecified site with perforation, without mention of obstruction",Ac peptic ulcer w perfor,
+53311,"Acute peptic ulcer of unspecified site with perforation, with obstruction",Ac peptic ulc w perf-obs,
+53320,"Acute peptic ulcer of unspecified site with hemorrhage and perforation, without mention of obstruction",Ac peptic ulc w hem/perf,
+53321,"Acute peptic ulcer of unspecified site with hemorrhage and perforation, with obstruction",Ac pept ulc hem/perf-obs,
+53330,"Acute peptic ulcer of unspecified site without mention of hemorrhage and perforation, without mention of obstruction",Acute peptic ulcer NOS,
+53331,"Acute peptic ulcer of unspecified site without mention of hemorrhage and perforation, with obstruction",Ac peptic ulcer NOS-obst,
+53340,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage, without mention of obstruction",Chr peptic ulcer w hem,
+53341,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage, with obstruction",Chr peptic ulc w hem-obs,
+53350,"Chronic or unspecified peptic ulcer of unspecified site with perforation, without mention of obstruction",Chr peptic ulcer w perf,
+53351,"Chronic or unspecified peptic ulcer of unspecified site with perforation, with obstruction",Chr peptic ulc perf-obst,
+53360,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage and perforation, without mention of obstruction",Chr pept ulc w hem/perf,
+53361,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage and perforation, with obstruction",Chr pept ulc hem/perf-ob,
+53370,"Chronic peptic ulcer of unspecified site without mention of hemorrhage or perforation, without mention of obstruction",Chronic peptic ulcer NOS,
+53371,"Chronic peptic ulcer of unspecified site without mention of hemorrhage or perforation, with obstruction",Chr peptic ulcer NOS-obs,
+53390,"Peptic ulcer of unspecified site, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Peptic ulcer NOS,
+53391,"Peptic ulcer of unspecified site, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Peptic ulcer NOS-obstruc,
+53400,"Acute gastrojejunal ulcer with hemorrhage, without mention of obstruction",Ac marginal ulcer w hem,
+53401,"Acute gastrojejunal ulcer, with hemorrhage, with obstruction",Ac margin ulc w hem-obst,
+53410,"Acute gastrojejunal ulcer with perforation, without mention of obstruction",Ac marginal ulcer w perf,
+53411,"Acute gastrojejunal ulcer with perforation, with obstruction",Ac margin ulc w perf-obs,
+53420,"Acute gastrojejunal ulcer with hemorrhage and perforation, without mention of obstruction",Ac margin ulc w hem/perf,
+53421,"Acute gastrojejunal ulcer with hemorrhage and perforation, with obstruction",Ac marg ulc hem/perf-obs,
+53430,"Acute gastrojejunal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Ac marginal ulcer NOS,
+53431,"Acute gastrojejunal ulcer without mention of hemorrhage or perforation, with obstruction",Ac marginal ulc NOS-obst,
+53440,"Chronic or unspecified gastrojejunal ulcer with hemorrhage, without mention of obstruction",Chr marginal ulcer w hem,
+53441,"Chronic or unspecified gastrojejunal ulcer, with hemorrhage, with obstruction",Chr margin ulc w hem-obs,
+53450,"Chronic or unspecified gastrojejunal ulcer with perforation, without mention of obstruction",Chr marginal ulc w perf,
+53451,"Chronic or unspecified gastrojejunal ulcer with perforation, with obstruction",Chr margin ulc perf-obst,
+53460,"Chronic or unspecified gastrojejunal ulcer with hemorrhage and perforation, without mention of obstruction",Chr margin ulc hem/perf,
+53461,"Chronic or unspecified gastrojejunal ulcer with hemorrhage and perforation, with obstruction",Chr marg ulc hem/perf-ob,
+53470,"Chronic gastrojejunal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr marginal ulcer NOS,
+53471,"Chronic gastrojejunal ulcer without mention of hemorrhage or perforation, with obstruction",Chr marginal ulc NOS-obs,
+53490,"Gastrojejunal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Gastrojejunal ulcer NOS,
+53491,"Gastrojejunal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Gastrojejun ulc NOS-obst,
+53500,"Acute gastritis, without mention of hemorrhage",Acute gastrtis w/o hmrhg,
+53501,"Acute gastritis, with hemorrhage",Acute gastritis w hmrhg,
+53510,"Atrophic gastritis, without mention of hemorrhage",Atrph gastrtis w/o hmrhg,
+53511,"Atrophic gastritis, with hemorrhage",Atrph gastritis w hmrhg,
+53520,"Gastric mucosal hypertrophy, without mention of hemorrhage",Gstr mcsl hyprt w/o hmrg,
+53521,"Gastric mucosal hypertrophy, with hemorrhage",Gstr mcsl hyprt w hmrg,
+53530,"Alcoholic gastritis, without mention of hemorrhage",Alchl gastrtis w/o hmrhg,
+53531,"Alcoholic gastritis, with hemorrhage",Alchl gstritis w hmrhg,
+53540,"Other specified gastritis, without mention of hemorrhage",Oth spf gstrt w/o hmrhg,
+53541,"Other specified gastritis, with hemorrhage",Oth spf gastrt w hmrhg,
+53550,"Unspecified gastritis and gastroduodenitis, without mention of hemorrhage",Gstr/ddnts NOS w/o hmrhg,
+53551,"Unspecified gastritis and gastroduodenitis, with hemorrhage",Gstr/ddnts NOS w hmrhg,
+53560,"Duodenitis, without mention of hemorrhage",Duodenitis w/o hmrhg,
+53561,"Duodenitis, with hemorrhage",Duodenitis w hmrhg,
+53570,"Eosinophilic gastritis, without mention of hemorrhage",Eosinophil gastrt wo hem,
+53571,"Eosinophilic gastritis, with hemorrhage",Eosinophilc gastrt w hem,
+5360,Achlorhydria,Achlorhydria,
+5361,Acute dilatation of stomach,Ac dilation of stomach,
+5362,Persistent vomiting,Persistent vomiting,
+5363,Gastroparesis,Gastroparesis,
+53640,"Gastrostomy complication, unspecified",Gastrostomy comp NOS,
+53641,Infection of gastrostomy,Gastrostomy infection,
+53642,Mechanical complication of gastrostomy,Gastrostomy comp - mech,
+53649,Other gastrostomy complications,Gastrostomy comp NEC,
+5368,Dyspepsia and other specified disorders of function of stomach,Stomach function dis NEC,
+5369,Unspecified functional disorder of stomach,Stomach function dis NOS,
+5370,Acquired hypertrophic pyloric stenosis,Acq pyloric stenosis,
+5371,Gastric diverticulum,Gastric diverticulum,
+5372,Chronic duodenal ileus,Chronic duodenal ileus,
+5373,Other obstruction of duodenum,Duodenal obstruction NEC,
+5374,Fistula of stomach or duodenum,Gastric/duodenal fistula,
+5375,Gastroptosis,Gastroptosis,
+5376,Hourglass stricture or stenosis of stomach,Hourglass stricture stom,
+53781,Pylorospasm,Pylorospasm,
+53782,Angiodysplasia of stomach and duodenum without mention of hemorrhage,Angio stm/dudn w/o hmrhg,
+53783,Angiodysplasia of stomach and duodenum with hemorrhage,Angio stm/dudn w hmrhg,
+53784,Dieulafoy lesion (hemorrhagic) of stomach and duodenum,"Dieulafoy les,stom&duod",
+53789,Other specified disorders of stomach and duodenum,Gastroduodenal dis NEC,
+5379,Unspecified disorder of stomach and duodenum,Gastroduodenal dis NOS,
+538,Gastrointestinal mucositis (ulcerative),GI mucositis (ulceratve),
+53901,Infection due to gastric band procedure,Inf d/t gastrc band proc,
+53909,Other complications of gastric band procedure,Oth cmp gastrc band proc,
+53981,Infection due to other bariatric procedure,Inf d/t ot bariatrc proc,
+53989,Other complications of other bariatric procedure,Ot comp ot bariatrc proc,
+5400,Acute appendicitis with generalized peritonitis,Ac append w peritonitis,
+5401,Acute appendicitis with peritoneal abscess,Abscess of appendix,
+5409,Acute appendicitis without mention of peritonitis,Acute appendicitis NOS,
+541,"Appendicitis, unqualified",Appendicitis NOS,
+542,Other appendicitis,Other appendicitis,
+5430,Hyperplasia of appendix (lymphoid),Hyperplasia of appendix,
+5439,Other and unspecified diseases of appendix,Diseases of appendix NEC,
+55000,"Inguinal hernia, with gangrene, unilateral or unspecified (not specified as recurrent)",Unilat ing hernia w gang,
+55001,"Inguinal hernia, with gangrene, unilateral or unspecified, recurrent",Recur unil ing hern-gang,
+55002,"Inguinal hernia, with gangrene, bilateral (not specified as recurrent)",Bilat ing hernia w gang,
+55003,"Inguinal hernia, with gangrene, bilateral, recurrent",Recur bil ing hern-gang,
+55010,"Inguinal hernia, with obstruction, without mention of gangrene, unilateral or unspecified (not specified as recurrent)",Unilat ing hernia w obst,
+55011,"Inguinal hernia, with obstruction, without mention of gangrene, unilateral or unspecified,recurrent",Recur unil ing hern-obst,
+55012,"Inguinal hernia, with obstruction, without mention of gangrene, bilateral (not specified as recurrent)",Bilat ing hernia w obst,
+55013,"Inguinal hernia, with obstruction, without mention of gangrene, bilateral, recurrent",Recur bil ing hern-obstr,
+55090,"Inguinal hernia, without mention of obstruction or gangrene, unilateral or unspecified (not specified as recurrent)",Unilat inguinal hernia,
+55091,"Inguinal hernia, without mention of obstruction or gangrene, unilateral or unspecified, recurrent",Recur unilat inguin hern,
+55092,"Inguinal hernia, without mention of obstruction or gangrene, bilateral (not specified as recurrent)",Bilat inguinal hernia,
+55093,"Inguinal hernia, without mention of obstruction or gangrene, bilateral, recurrent",Recur bilat inguin hern,
+55100,"Femoral hernia with gangrene, unilateral or unspecified (not specified as recurrent)",Unil femoral hern w gang,
+55101,"Femoral hernia with gangrene, unilateral or unspecified, recurrent",Rec unil fem hern w gang,
+55102,"Femoral hernia with gangrene, bilateral (not specified as recurrent)",Bilat fem hern w gang,
+55103,"Femoral hernia with gangrene, bilateral, recurrent",Recur bil fem hern-gang,
+5511,Umbilical hernia with gangrene,Umbilical hernia w gangr,
+55120,"Ventral hernia, unspecified, with gangrene",Gangr ventral hernia NOS,
+55121,"Incisional ventral hernia, with gangrene",Gangr incisional hernia,
+55129,Other ventral hernia with gangrene,Gang ventral hernia NEC,
+5513,Diaphragmatic hernia with gangrene,Diaphragm hernia w gangr,
+5518,"Hernia of other specified sites, with gangrene","Hernia, site NEC w gangr",
+5519,"Hernia of unspecified site, with gangrene","Hernia, site NOS w gangr",
+55200,"Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)",Unil femoral hern w obst,
+55201,"Femoral hernia with obstruction, unilateral or unspecified, recurrent",Rec unil fem hern w obst,
+55202,"Femoral hernia with obstruction, bilateral (not specified as recurrent)",Bil femoral hern w obstr,
+55203,"Femoral hernia with obstruction, bilateral, recurrent",Rec bil fem hern w obstr,
+5521,Umbilical hernia with obstruction,Umbilical hernia w obstr,
+55220,"Ventral, unspecified, hernia with obstruction",Obstr ventral hernia NOS,
+55221,Incisional ventral hernia with obstruction,Obstr incisional hernia,
+55229,Other ventral hernia with obstruction,Obstr ventral hernia NEC,
+5523,Diaphragmatic hernia with obstruction,Diaphragm hernia w obstr,
+5528,"Hernia of other specified sites, with obstruction","Hernia, site NEC w obstr",
+5529,"Hernia of unspecified site, with obstruction","Hernia, site NOS w obstr",
+55300,"Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)",Unilat femoral hernia,
+55301,"Femoral hernia without mention of obstruction or gangrene, unilateral or unspecified, recurrent",Recur unil femoral hern,
+55302,"Femoral hernia without mention of obstruction or gangrene, bilateral (not specified as recurrent)",Bilateral femoral hernia,
+55303,"Femoral hernia without mention of obstruction or gangrene, bilateral,recurrent",Recur bilat femoral hern,
+5531,Umbilical hernia without mention of obstruction or gangrene,Umbilical hernia,
+55320,"Ventral, unspecified, hernia without mention of obstruction or gangrene",Ventral hernia NOS,
+55321,Incisional hernia without mention of obstruction or gangrene,Incisional hernia,
+55329,Other ventral hernia without mention of obstruction or gangrene,Ventral hernia NEC,
+5533,Diaphragmatic hernia without mention of obstruction or gangrene,Diaphragmatic hernia,
+5538,Hernia of other specified sites without mention of obstruction or gangrene,Hernia NEC,
+5539,Hernia of unspecified site without mention of obstruction or gangrene,Hernia NOS,
+5550,Regional enteritis of small intestine,"Reg enteritis, sm intest",
+5551,Regional enteritis of large intestine,"Reg enteritis, lg intest",
+5552,Regional enteritis of small intestine with large intestine,Reg enterit sm/lg intest,
+5559,Regional enteritis of unspecified site,Regional enteritis NOS,
+5560,Ulcerative (chronic) enterocolitis,Ulcerative enterocolitis,
+5561,Ulcerative (chronic) ileocolitis,Ulcerative ileocolitis,
+5562,Ulcerative (chronic) proctitis,Ulcerative proctitis,
+5563,Ulcerative (chronic) proctosigmoiditis,Ulcertve prctosigmoidtis,
+5564,Pseudopolyposis of colon,Pseudopolyposis colon,
+5565,Left-sided ulcerative (chronic) colitis,Lftsded ulcertve colitis,
+5566,Universal ulcerative (chronic) colitis,Univrsl ulcertve colitis,
+5568,Other ulcerative colitis,Other ulcerative colitis,
+5569,"Ulcerative colitis, unspecified",Ulceratve colitis unspcf,
+5570,Acute vascular insufficiency of intestine,Ac vasc insuff intestine,
+5571,Chronic vascular insufficiency of intestine,Chr vasc insuff intest,
+5579,Unspecified vascular insufficiency of intestine,Vasc insuff intest NOS,
+5581,Gastroenteritis and colitis due to radiation,Radiation gastroenterit,
+5582,Toxic gastroenteritis and colitis,Toxic gastroenteritis,
+5583,Allergic gastroenteritis and colitis,Allrgic gastro & colitis,
+55841,Eosinophilic gastroenteritis,Eosinophilic gastroent,
+55842,Eosinophilic colitis,Eosinophilic colitis,
+5589,Other and unspecified noninfectious gastroenteritis and colitis,Noninf gastroenterit NEC,
+5600,Intussusception,Intussusception,
+5601,Paralytic ileus,Paralytic ileus,
+5602,Volvulus,Volvulus of intestine,
+56030,"Impaction of intestine, unspecified",Impaction intestine NOS,
+56031,Gallstone ileus,Gallstone ileus,
+56032,Fecal impaction,Fecal impaction,
+56039,Other impaction of intestine,Impaction intestine NEC,
+56081,Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection),Intestinal adhes w obstr,
+56089,Other specified intestinal obstruction,Intestinal obstruct NEC,
+5609,Unspecified intestinal obstruction,Intestinal obstruct NOS,
+56200,Diverticulosis of small intestine (without mention of hemorrhage),Dvrtclo sml int w/o hmrg,
+56201,Diverticulitis of small intestine (without mention of hemorrhage),Dvrtcli sml int w/o hmrg,
+56202,Diverticulosis of small intestine with hemorrhage,Dvrtclo sml int w hmrhg,
+56203,Diverticulitis of small intestine with hemorrhage,Dvrtcli sml int w hmrhg,
+56210,Diverticulosis of colon (without mention of hemorrhage),Dvrtclo colon w/o hmrhg,
+56211,Diverticulitis of colon (without mention of hemorrhage),Dvrtcli colon w/o hmrhg,
+56212,Diverticulosis of colon with hemorrhage,Dvrtclo colon w hmrhg,
+56213,Diverticulitis of colon with hemorrhage,Dvrtcli colon w hmrhg,
+56400,"Constipation, unspecified",Constipation NOS,
+56401,Slow transit constipation,Slow transt constipation,
+56402,Outlet dysfunction constipation,Outlet dysfnc constption,
+56409,Other constipation,Constipation NEC,
+5641,Irritable bowel syndrome,Irritable bowel syndrome,
+5642,Postgastric surgery syndromes,Postgastric surgery synd,
+5643,Vomiting following gastrointestinal surgery,Vomiting post-gi surgery,
+5644,Other postoperative functional disorders,Postop GI funct dis NEC,
+5645,Functional diarrhea,Functional diarrhea,
+5646,Anal spasm,Anal spasm,
+5647,"Megacolon, other than Hirschsprung's",Megacolon NEC,
+56481,Neurogenic bowel,Neurogenic bowel,
+56489,Other functional disorders of intestine,Funct dis intestine NEC,
+5649,Unspecified functional disorder of intestine,Funct dis intestine NOS,
+5650,Anal fissure,Anal fissure,
+5651,Anal fistula,Anal fistula,
+566,Abscess of anal and rectal regions,Anal & rectal abscess,
+5670,Peritonitis in infectious diseases classified elsewhere,Peritonitis in infec dis,
+5671,Pneumococcal peritonitis,Pneumococcal peritonitis,
+56721,Peritonitis (acute) generalized,Peritonitis (acute) gen,
+56722,Peritoneal abscess,Peritoneal abscess,
+56723,Spontaneous bacterial peritonitis,Spontan bact peritonitis,
+56729,Other suppurative peritonitis,Suppurat peritonitis NEC,
+56731,Psoas muscle abscess,Psoas muscle abscess,
+56738,Other retroperitoneal abscess,Retroperiton abscess NEC,
+56739,Other retroperitoneal infections,Retroperiton infect NEC,
+56781,Choleperitonitis,Choleperitonitis,
+56782,Sclerosing mesenteritis,Sclerosing mesenteritis,
+56789,Other specified peritonitis,Peritonitis NEC,
+5679,Unspecified peritonitis,Peritonitis NOS,
+5680,Peritoneal adhesions (postoperative) (postinfection),Peritoneal adhesions,
+56881,Hemoperitoneum (nontraumatic),Hemoperitoneum,
+56882,Peritoneal effusion (chronic),Peritoneal effusion,
+56889,Other specified disorders of peritoneum,Peritoneal disorder NEC,
+5689,Unspecified disorder of peritoneum,Peritoneal disorder NOS,
+5690,Anal and rectal polyp,Anal & rectal polyp,
+5691,Rectal prolapse,Rectal prolapse,
+5692,Stenosis of rectum and anus,Rectal & anal stenosis,
+5693,Hemorrhage of rectum and anus,Rectal & anal hemorrhage,
+56941,Ulcer of anus and rectum,Rectal & anal ulcer,
+56942,Anal or rectal pain,Anal or rectal pain,
+56943,Anal sphincter tear (healed) (old),Anal sphincter tear-old,
+56944,Dysplasia of anus,Dysplasia of anus,
+56949,Other specified disorders of rectum and anus,Rectal & anal dis NEC,
+5695,Abscess of intestine,Intestinal abscess,
+56960,"Colostomy and enterostomy complication, unspecified",Colstomy/enter comp NOS,
+56961,Infection of colostomy or enterostomy,Colosty/enterost infectn,
+56962,Mechanical complication of colostomy and enterostomy,Colosty/enter comp-mech,
+56969,Other colostomy and enterostomy complication,Colstmy/enteros comp NEC,
+56971,Pouchitis,Pouchitis,
+56979,Other complications of intestinal pouch,Comp intest pouch NEC,
+56981,"Fistula of intestine, excluding rectum and anus",Intestinal fistula,
+56982,Ulceration of intestine,Ulceration of intestine,
+56983,Perforation of intestine,Perforation of intestine,
+56984,Angiodysplasia of intestine (without mention of hemorrhage),Angio intes w/o hmrhg,
+56985,Angiodysplasia of intestine with hemorrhage,Angio intes w hmrhg,
+56986,Dieulafoy lesion (hemorrhagic) of intestine,"Dieulafoy les, intestine",
+56987,Vomiting of fecal matter,Vomiting of fecal matter,
+56989,Other specified disorders of intestine,Intestinal disorders NEC,
+5699,Unspecified disorder of intestine,Intestinal disorder NOS,
+570,Acute and subacute necrosis of liver,Acute necrosis of liver,
+5710,Alcoholic fatty liver,Alcoholic fatty liver,
+5711,Acute alcoholic hepatitis,Ac alcoholic hepatitis,
+5712,Alcoholic cirrhosis of liver,Alcohol cirrhosis liver,
+5713,"Alcoholic liver damage, unspecified",Alcohol liver damage NOS,
+57140,"Chronic hepatitis, unspecified",Chronic hepatitis NOS,
+57141,Chronic persistent hepatitis,Chr persistent hepatitis,
+57142,Autoimmune hepatitis,Autoimmune hepatitis,
+57149,Other chronic hepatitis,Chronic hepatitis NEC,
+5715,Cirrhosis of liver without mention of alcohol,Cirrhosis of liver NOS,
+5716,Biliary cirrhosis,Biliary cirrhosis,
+5718,Other chronic nonalcoholic liver disease,Chronic liver dis NEC,
+5719,Unspecified chronic liver disease without mention of alcohol,Chronic liver dis NOS,
+5720,Abscess of liver,Abscess of liver,
+5721,Portal pyemia,Portal pyemia,
+5722,Hepatic encephalopathy,Hepatic encephalopathy,
+5723,Portal hypertension,Portal hypertension,
+5724,Hepatorenal syndrome,Hepatorenal syndrome,
+5728,Other sequelae of chronic liver disease,"Oth sequela, chr liv dis",
+5730,Chronic passive congestion of liver,Chr passiv congest liver,
+5731,Hepatitis in viral diseases classified elsewhere,Hepatitis in viral dis,
+5732,Hepatitis in other infectious diseases classified elsewhere,Hepatitis in oth inf dis,
+5733,"Hepatitis, unspecified",Hepatitis NOS,
+5734,Hepatic infarction,Hepatic infarction,
+5735,Hepatopulmonary syndrome,Hepatopulmonary syndrome,
+5738,Other specified disorders of liver,Liver disorders NEC,
+5739,Unspecified disorder of liver,Liver disorder NOS,
+57400,"Calculus of gallbladder with acute cholecystitis, without mention of obstruction",Cholelith w ac cholecyst,
+57401,"Calculus of gallbladder with acute cholecystitis, with obstruction",Cholelith/ac gb inf-obst,
+57410,"Calculus of gallbladder with other cholecystitis, without mention of obstruction",Cholelith w cholecys NEC,
+57411,"Calculus of gallbladder with other cholecystitis, with obstruction",Cholelith/gb inf NEC-obs,
+57420,"Calculus of gallbladder without mention of cholecystitis, without mention of obstruction",Cholelithiasis NOS,
+57421,"Calculus of gallbladder without mention of cholecystitis, with obstruction",Cholelithias NOS w obstr,
+57430,"Calculus of bile duct with acute cholecystitis, without mention of obstruction",Choledocholith/ac gb inf,
+57431,"Calculus of bile duct with acute cholecystitis, with obstruction",Choledochlith/ac gb-obst,
+57440,"Calculus of bile duct with other cholecystitis, without mention of obstruction",Choledochlith/gb inf NEC,
+57441,"Calculus of bile duct with other cholecystitis, with obstruction",Choledochlith/gb NEC-obs,
+57450,"Calculus of bile duct without mention of cholecystitis, without mention of obstruction",Choledocholithiasis NOS,
+57451,"Calculus of bile duct without mention of cholecystitis, with obstruction",Choledochlith NOS w obst,
+57460,"Calculus of gallbladder and bile duct with acute cholecystitis, without mention of obstruction",Gall&bil cal w/ac w/o ob,
+57461,"Calculus of gallbladder and bile duct with acute cholecystitis, with obstruction",Gall&bil cal w/ac w obs,
+57470,"Calculus of gallbladder and bile duct with other cholecystitis, without mention of obstruction",Gal&bil cal w/oth w/o ob,
+57471,"Calculus of gallbladder and bile duct with other cholecystitis, with obstruction",Gall&bil cal w/oth w obs,
+57480,"Calculus of gallbladder and bile duct with acute and chronic cholecystitis, without mention of obstruction",Gal&bil cal w/ac&chr w/o,
+57481,"Calculus of gallbladder and bile duct with acute and chronic cholecystitis, with obstruction",Gal&bil cal w/ac&ch w ob,
+57490,"Calculus of gallbladder and bile duct without cholecystitis, without mention of obstruction",Gall&bil cal w/o cho w/o,
+57491,"Calculus of gallbladder and bile duct without cholecystitis, with obstruction",Gall&bil cal w/o ch w ob,
+5750,Acute cholecystitis,Acute cholecystitis,
+57510,"Cholecystitis, unspecified",Cholecystitis NOS,
+57511,Chronic cholecystitis,Chronic cholecystitis,
+57512,Acute and chronic cholecystitis,Acte & chr cholecystitis,
+5752,Obstruction of gallbladder,Obstruction gallbladder,
+5753,Hydrops of gallbladder,Hydrops of gallbladder,
+5754,Perforation of gallbladder,Perforation gallbladder,
+5755,Fistula of gallbladder,Fistula of gallbladder,
+5756,Cholesterolosis of gallbladder,Gb cholesterolosis,
+5758,Other specified disorders of gallbladder,Dis of gallbladder NEC,
+5759,Unspecified disorder of gallbladder,Dis of gallbladder NOS,
+5760,Postcholecystectomy syndrome,Postcholecystectomy synd,
+5761,Cholangitis,Cholangitis,
+5762,Obstruction of bile duct,Obstruction of bile duct,
+5763,Perforation of bile duct,Perforation of bile duct,
+5764,Fistula of bile duct,Fistula of bile duct,
+5765,Spasm of sphincter of Oddi,Spasm sphincter of oddi,
+5768,Other specified disorders of biliary tract,Dis of biliary tract NEC,
+5769,Unspecified disorder of biliary tract,Dis of biliary tract NOS,
+5770,Acute pancreatitis,Acute pancreatitis,
+5771,Chronic pancreatitis,Chronic pancreatitis,
+5772,Cyst and pseudocyst of pancreas,Pancreat cyst/pseudocyst,
+5778,Other specified diseases of pancreas,Pancreatic disease NEC,
+5779,Unspecified disease of pancreas,Pancreatic disease NOS,
+5780,Hematemesis,Hematemesis,
+5781,Blood in stool,Blood in stool,
+5789,"Hemorrhage of gastrointestinal tract, unspecified",Gastrointest hemorr NOS,
+5790,Celiac disease,Celiac disease,
+5791,Tropical sprue,Tropical sprue,
+5792,Blind loop syndrome,Blind loop syndrome,
+5793,Other and unspecified postsurgical nonabsorption,Intest postop nonabsorb,
+5794,Pancreatic steatorrhea,Pancreatic steatorrhea,
+5798,Other specified intestinal malabsorption,Intest malabsorption NEC,
+5799,Unspecified intestinal malabsorption,Intest malabsorption NOS,
+5800,Acute glomerulonephritis with lesion of proliferative glomerulonephritis,Ac proliferat nephritis,
+5804,Acute glomerulonephritis with lesion of rapidly progressive glomerulonephritis,Ac rapidly progr nephrit,
+58081,Acute glomerulonephritis in diseases classified elsewhere,Ac nephritis in oth dis,
+58089,Acute glomerulonephritis with other specified pathological lesion in kidney,Acute nephritis NEC,
+5809,Acute glomerulonephritis with unspecified pathological lesion in kidney,Acute nephritis NOS,
+5810,Nephrotic syndrome with lesion of proliferative glomerulonephritis,"Nephrotic syn, prolifer",
+5811,Nephrotic syndrome with lesion of membranous glomerulonephritis,Epimembranous nephritis,
+5812,Nephrotic syndrome with lesion of membranoproliferative glomerulonephritis,Membranoprolif nephrosis,
+5813,Nephrotic syndrome with lesion of minimal change glomerulonephritis,Minimal change nephrosis,
+58181,Nephrotic syndrome in diseases classified elsewhere,Nephrotic syn in oth dis,
+58189,Nephrotic syndrome with other specified pathological lesion in kidney,Nephrotic syndrome NEC,
+5819,Nephrotic syndrome with unspecified pathological lesion in kidney,Nephrotic syndrome NOS,
+5820,Chronic glomerulonephritis with lesion of proliferative glomerulonephritis,Chr proliferat nephritis,
+5821,Chronic glomerulonephritis with lesion of membranous glomerulonephritis,Chr membranous nephritis,
+5822,Chronic glomerulonephritis with lesion of membranoproliferative glomerulonephritis,Chr membranoprolif nephr,
+5824,Chronic glomerulonephritis with lesion of rapidly progressive glomerulonephritis,Chr rapid progr nephrit,
+58281,Chronic glomerulonephritis in diseases classified elsewhere,Chr nephritis in oth dis,
+58289,Chronic glomerulonephritis with other specified pathological lesion in kidney,Chronic nephritis NEC,
+5829,Chronic glomerulonephritis with unspecified pathological lesion in kidney,Chronic nephritis NOS,
+5830,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis",Proliferat nephritis NOS,
+5831,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of membranous glomerulonephritis",Membranous nephritis NOS,
+5832,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of membranoproliferative glomerulonephritis",Membranoprolif nephr NOS,
+5834,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of rapidly progressive glomerulonephritis",Rapidly prog nephrit NOS,
+5836,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of renal cortical necrosis",Renal cort necrosis NOS,
+5837,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of renal medullary necrosis",Nephr NOS/medull necros,
+58381,"Nephritis and nephropathy, not specified as acute or chronic, in diseases classified elsewhere",Nephritis NOS in oth dis,
+58389,"Nephritis and nephropathy, not specified as acute or chronic, with other specified pathological lesion in kidney",Nephritis NEC,
+5839,"Nephritis and nephropathy, not specified as acute or chronic, with unspecified pathological lesion in kidney",Nephritis NOS,
+5845,Acute kidney failure with lesion of tubular necrosis,"Ac kidny fail, tubr necr",
+5846,Acute kidney failure with lesion of renal cortical necrosis,"Ac kidny fail, cort necr",
+5847,Acute kidney failure with lesion of renal medullary [papillary] necrosis,"Ac kidny fail, medu necr",
+5848,Acute kidney failure with other specified pathological lesion in kidney,Acute kidney failure NEC,
+5849,"Acute kidney failure, unspecified",Acute kidney failure NOS,
+5851,"Chronic kidney disease, Stage I",Chro kidney dis stage I,
+5852,"Chronic kidney disease, Stage II (mild)",Chro kidney dis stage II,
+5853,"Chronic kidney disease, Stage III (moderate)",Chr kidney dis stage III,
+5854,"Chronic kidney disease, Stage IV (severe)",Chr kidney dis stage IV,
+5855,"Chronic kidney disease, Stage V",Chron kidney dis stage V,
+5856,End stage renal disease,End stage renal disease,
+5859,"Chronic kidney disease, unspecified",Chronic kidney dis NOS,
+586,"Renal failure, unspecified",Renal failure NOS,
+587,"Renal sclerosis, unspecified",Renal sclerosis NOS,
+5880,Renal osteodystrophy,Renal osteodystrophy,
+5881,Nephrogenic diabetes insipidus,Nephrogen diabetes insip,
+58881,Secondary hyperparathyroidism (of renal origin),Sec hyperparathyrd-renal,
+58889,Other specified disorders resulting from impaired renal function,Impair ren funct dis NEC,
+5889,Unspecified disorder resulting from impaired renal function,Impaired renal funct NOS,
+5890,Unilateral small kidney,Unilateral small kidney,
+5891,Bilateral small kidneys,Bilateral small kidneys,
+5899,"Small kidney, unspecified",Small kidney NOS,
+59000,Chronic pyelonephritis without lesion of renal medullary necrosis,Chr pyelonephritis NOS,
+59001,Chronic pyelonephritis with lesion of renal medullary necrosis,Chr pyeloneph w med necr,
+59010,Acute pyelonephritis without lesion of renal medullary necrosis,Ac pyelonephritis NOS,
+59011,Acute pyelonephritis with lesion of renal medullary necrosis,Ac pyelonephr w med necr,
+5902,Renal and perinephric abscess,Renal/perirenal abscess,
+5903,Pyeloureteritis cystica,Pyeloureteritis cystica,
+59080,"Pyelonephritis, unspecified",Pyelonephritis NOS,
+59081,Pyelitis or pyelonephritis in diseases classified elsewhere,Pyelonephrit in oth dis,
+5909,"Infection of kidney, unspecified",Infection of kidney NOS,
+591,Hydronephrosis,Hydronephrosis,
+5920,Calculus of kidney,Calculus of kidney,
+5921,Calculus of ureter,Calculus of ureter,
+5929,"Urinary calculus, unspecified",Urinary calculus NOS,
+5930,Nephroptosis,Nephroptosis,
+5931,Hypertrophy of kidney,Hypertrophy of kidney,
+5932,"Cyst of kidney, acquired","Cyst of kidney, acquired",
+5933,Stricture or kinking of ureter,Stricture of ureter,
+5934,Other ureteric obstruction,Ureteric obstruction NEC,
+5935,Hydroureter,Hydroureter,
+5936,Postural proteinuria,Postural proteinuria,
+59370,Vesicoureteral reflux unspecified or without reflux nephropathy,Vescouretrl rflux unspcf,
+59371,"Vesicoureteral reflux with reflux nephropathy, unilateral",Vscurt rflx npht uniltrl,
+59372,"Vesicoureteral reflux with reflux nephropathy, bilateral",Vscourtl rflx npht bltrl,
+59373,Other vesicoureteral reflux with reflux nephropathy NOS,Vscourtl rflx w npht NOS,
+59381,Vascular disorders of kidney,Renal vascular disorder,
+59382,Ureteral fistula,Ureteral fistula,
+59389,Other specified disorders of kidney and ureter,Renal & ureteral dis NEC,
+5939,Unspecified disorder of kidney and ureter,Renal & ureteral dis NOS,
+5940,Calculus in diverticulum of bladder,Blad diverticulum calcul,
+5941,Other calculus in bladder,Bladder calculus NEC,
+5942,Calculus in urethra,Urethral calculus,
+5948,Other lower urinary tract calculus,Lower urin calcul NEC,
+5949,"Calculus of lower urinary tract, unspecified",Lower urin calcul NOS,
+5950,Acute cystitis,Acute cystitis,
+5951,Chronic interstitial cystitis,Chr interstit cystitis,
+5952,Other chronic cystitis,Chronic cystitis NEC,
+5953,Trigonitis,Trigonitis,
+5954,Cystitis in diseases classified elsewhere,Cystitis in oth dis,
+59581,Cystitis cystica,Cystitis cystica,
+59582,Irradiation cystitis,Irradiation cystitis,
+59589,Other specified types of cystitis,Cystitis NEC,
+5959,"Cystitis, unspecified",Cystitis NOS,
+5960,Bladder neck obstruction,Bladder neck obstruction,
+5961,Intestinovesical fistula,Intestinovesical fistula,
+5962,"Vesical fistula, not elsewhere classified",Vesical fistula NEC,
+5963,Diverticulum of bladder,Diverticulum of bladder,
+5964,Atony of bladder,Atony of bladder,
+59651,Hypertonicity of bladder,Hypertonicity of bladder,
+59652,Low bladder compliance,Low bladder compliance,
+59653,Paralysis of bladder,Paralysis of bladder,
+59654,Neurogenic bladder NOS,Neurogenic bladder NOS,
+59655,Detrusor sphincter dyssynergia,Detrusr sphinc dyssnrgia,
+59659,Other functional disorder of bladder,Oth func dsdr bladder,
+5966,"Rupture of bladder, nontraumatic","Bladder rupt, nontraum",
+5967,Hemorrhage into bladder wall,Bladder wall hemorrhage,
+59681,Infection of cystostomy,Infection of cystostomy,
+59682,Mechanical complication of cystostomy,Mech comp of cystostomy,
+59683,Other complication of cystostomy,Other comp of cystostomy,
+59689,Other specified disorders of bladder,Disorders of bladder NEC,
+5969,Unspecified disorder of bladder,Bladder disorder NOS,
+5970,Urethral abscess,Urethral abscess,
+59780,"Urethritis, unspecified",Urethritis NOS,
+59781,Urethral syndrome NOS,Urethral syndrome NOS,
+59789,Other urethritis,Urethritis NEC,
+59800,Urethral stricture due to unspecified infection,Urethr strict:infect NOS,
+59801,Urethral stricture due to infective diseases classified elsewhere,Ureth strict:oth infect,
+5981,Traumatic urethral stricture,Traum urethral stricture,
+5982,Postoperative urethral stricture,Postop urethral strictur,
+5988,Other specified causes of urethral stricture,Urethral stricture NEC,
+5989,"Urethral stricture, unspecified",Urethral stricture NOS,
+5990,"Urinary tract infection, site not specified",Urin tract infection NOS,
+5991,Urethral fistula,Urethral fistula,
+5992,Urethral diverticulum,Urethral diverticulum,
+5993,Urethral caruncle,Urethral caruncle,
+5994,Urethral false passage,Urethral false passage,
+5995,Prolapsed urethral mucosa,Prolapse urethral mucosa,
+59960,"Urinary obstruction, unspecified",Urinary obstruction NOS,
+59969,"Urinary obstruction, not elsewhere classified",Urinary obstruction NEC,
+59970,"Hematuria, unspecified",Hematuria NOS,
+59971,Gross hematuria,Gross hematuria,
+59972,Microscopic hematuria,Microscopic hematuria,
+59981,Urethral hypermobility,Urethral hypermobility,
+59982,Intrinsic (urethral) sphincter deficiency [ISD],Intrinsc sphnctr dficncy,
+59983,Urethral instability,Urethral instability,
+59984,Other specified disorders of urethra,Oth spcf dsdr urethra,
+59989,Other specified disorders of urinary tract,Oth spcf dsdr urnry trct,
+5999,Unspecified disorder of urethra and urinary tract,Urinary tract dis NOS,
+60000,Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS),BPH w/o urinary obs/LUTS,
+60001,Hypertrophy (benign) of prostate with urinary obstruction and other lower urinary tract symptoms (LUTS),BPH w urinary obs/LUTS,
+60010,Nodular prostate without urinary obstruction,Nod prostate w/o ur obst,
+60011,Nodular prostate with urinary obstruction,Nod prostate w ur obst,
+60020,Benign localized hyperplasia of prostate without urinary obstruction and other lower urinary tract symptoms (LUTS),BPH loc w/o ur obs/LUTS,
+60021,Benign localized hyperplasia of prostate with urinary obstruction and other lower urinary tract symptoms (LUTS),BPH loc w urin obs/LUTS,
+6003,Cyst of prostate,Cyst of prostate,
+60090,"Hyperplasia of prostate, unspecified, without urinary obstruction and other lower urinary symptoms (LUTS)",BPH NOS w/o ur obs/LUTS,
+60091,"Hyperplasia of prostate, unspecified, with urinary obstruction and other lower urinary symptoms (LUTS)",BPH NOS w ur obs/LUTS,
+6010,Acute prostatitis,Acute prostatitis,
+6011,Chronic prostatitis,Chronic prostatitis,
+6012,Abscess of prostate,Abscess of prostate,
+6013,Prostatocystitis,Prostatocystitis,
+6014,Prostatitis in diseases classified elsewhere,Prostatitis in oth dis,
+6018,Other specified inflammatory diseases of prostate,Prostatic inflam dis NEC,
+6019,"Prostatitis, unspecified",Prostatitis NOS,
+6020,Calculus of prostate,Calculus of prostate,
+6021,Congestion or hemorrhage of prostate,Prostatic congest/hemorr,
+6022,Atrophy of prostate,Atrophy of prostate,
+6023,Dysplasia of prostate,Dysplasia of prostate,
+6028,Other specified disorders of prostate,Prostatic disorders NEC,
+6029,Unspecified disorder of prostate,Prostatic disorder NOS,
+6030,Encysted hydrocele,Encysted hydrocele,
+6031,Infected hydrocele,Infected hydrocele,
+6038,Other specified types of hydrocele,Hydrocele NEC,
+6039,"Hydrocele, unspecified",Hydrocele NOS,
+6040,"Orchitis, epididymitis, and epididymo-orchitis, with abscess",Orchitis with abscess,
+60490,"Orchitis and epididymitis, unspecified",Orchitis/epididymit NOS,
+60491,Orchitis and epididymitis in diseases classified elsewhere,Orchitis in oth disease,
+60499,"Other orchitis, epididymitis, and epididymo-orchitis, without mention of abscess",Orchitis/epididymit NEC,
+605,Redundant prepuce and phimosis,Redun prepuce & phimosis,
+6060,Azoospermia,Azoospermia,
+6061,Oligospermia,Oligospermia,
+6068,Infertility due to extratesticular causes,Male infertility NEC,
+6069,"Male infertility, unspecified",Male infertility NOS,
+6070,Leukoplakia of penis,Leukoplakia of penis,
+6071,Balanoposthitis,Balanoposthitis,
+6072,Other inflammatory disorders of penis,"Inflam dis, penis NEC",
+6073,Priapism,Priapism,
+60781,Balanitis xerotica obliterans,Balanitis xerotica oblit,
+60782,Vascular disorders of penis,"Vascular disorder, penis",
+60783,Edema of penis,Edema of penis,
+60784,Impotence of organic origin,"Impotence, organic orign",
+60785,Peyronie's disease,Peyronie's disease,
+60789,Other specified disorders of penis,Disorder of penis NEC,
+6079,Unspecified disorder of penis,Disorder of penis NOS,
+6080,Seminal vesiculitis,Seminal vesiculitis,
+6081,Spermatocele,Spermatocele,
+60820,"Torsion of testis, unspecified",Torsion of testis NOS,
+60821,Extravaginal torsion of spermatic cord,Extravag tors sperm cord,
+60822,Intravaginal torsion of spermatic cord,Intravag tors sperm cord,
+60823,Torsion of appendix testis,Torsion appendix testis,
+60824,Torsion of appendix epididymis,Torsion appy epididymis,
+6083,Atrophy of testis,Atrophy of testis,
+6084,Other inflammatory disorders of male genital organs,Male gen inflam dis NEC,
+60881,Disorders of male genital organs in diseases classified elsewhere,Male gen dis in oth dis,
+60882,Hematospermia,Hematospermia,
+60883,Vascular disorders of male genital organs,Male gen vascul dis NEC,
+60884,Chylocele of tunica vaginalis,"Chylocele, tunic vaginal",
+60885,Stricture of male genital organs,"Stricture, male gen orgn",
+60886,Edema of male genital organs,"Edema, male genital orgn",
+60887,Retrograde ejaculation,Retrograde ejaculation,
+60889,Other specified disorders of male genital organs,Male genital dis NEC,
+6089,Unspecified disorder of male genital organs,Male genital dis NOS,
+6100,Solitary cyst of breast,Solitary cyst of breast,
+6101,Diffuse cystic mastopathy,Diffus cystic mastopathy,
+6102,Fibroadenosis of breast,Fibroadenosis of breast,
+6103,Fibrosclerosis of breast,Fibrosclerosis of breast,
+6104,Mammary duct ectasia,Mammary duct ectasia,
+6108,Other specified benign mammary dysplasias,Benign mamm dysplas NEC,
+6109,"Benign mammary dysplasia, unspecified",Benign mamm dysplas NOS,
+6110,Inflammatory disease of breast,Inflam disease of breast,
+6111,Hypertrophy of breast,Hypertrophy of breast,
+6112,Fissure of nipple,Fissure of nipple,
+6113,Fat necrosis of breast,Fat necrosis of breast,
+6114,Atrophy of breast,Atrophy of breast,
+6115,Galactocele,Galactocele,
+6116,Galactorrhea not associated with childbirth,Galactorrhea-nonobstet,
+61171,Mastodynia,Mastodynia,
+61172,Lump or mass in breast,Lump or mass in breast,
+61179,Other signs and symptoms in breast,Symptoms in breast NEC,
+61181,Ptosis of breast,Ptosis of breast,
+61182,Hypoplasia of breast,Hypoplasia of breast,
+61183,Capsular contracture of breast implant,Capslr contrctr brst imp,
+61189,Other specified disorders of breast,Disorders breast NEC,
+6119,Unspecified breast disorder,Breast disorder NOS,
+6120,Deformity of reconstructed breast,Deformity reconst breast,
+6121,Disproportion of reconstructed breast,Disproportn reconst brst,
+6140,Acute salpingitis and oophoritis,Ac salpingo-oophoritis,
+6141,Chronic salpingitis and oophoritis,Chr salpingo-oophoritis,
+6142,"Salpingitis and oophoritis not specified as acute, subacute, or chronic",Salpingo-oophoritis NOS,
+6143,Acute parametritis and pelvic cellulitis,Acute parametritis,
+6144,Chronic or unspecified parametritis and pelvic cellulitis,Chronic parametritis,
+6145,"Acute or unspecified pelvic peritonitis, female",Ac pelv peritonitis-fem,
+6146,"Pelvic peritoneal adhesions, female (postoperative) (postinfection)",Fem pelvic periton adhes,
+6147,"Other chronic pelvic peritonitis, female",Chr pelv periton NEC-fem,
+6148,Other specified inflammatory disease of female pelvic organs and tissues,Fem pelv inflam dis NEC,
+6149,Unspecified inflammatory disease of female pelvic organs and tissues,Fem pelv inflam dis NOS,
+6150,"Acute inflammatory diseases of uterus, except cervix",Ac uterine inflammation,
+6151,"Chronic inflammatory diseases of uterus, except cervix",Chr uterine inflammation,
+6159,Unspecified inflammatory disease of uterus,Uterine inflam dis NOS,
+6160,Cervicitis and endocervicitis,Cervicitis,
+61610,"Vaginitis and vulvovaginitis, unspecified",Vaginitis NOS,
+61611,Vaginitis and vulvovaginitis in diseases classified elsewhere,Vaginitis in oth disease,
+6162,Cyst of Bartholin's gland,Bartholin's gland cyst,
+6163,Abscess of Bartholin's gland,Bartholin's glnd abscess,
+6164,Other abscess of vulva,Abscess of vulva NEC,
+61650,"Ulceration of vulva, unspecified",Ulceration of vulva NOS,
+61651,Ulceration of vulva in diseases classified elsewhere,Vulvar ulcer in oth dis,
+61681,"Mucositis (ulcerative) of cervix, vagina, and vulva","Mucositis cerv,vag,vulva",
+61689,"Other inflammatory disease of cervix, vagina and vulva","Inflm cerv,vag,vulva NEC",
+6169,"Unspecified inflammatory disease of cervix, vagina, and vulva",Female gen inflam NOS,
+6170,Endometriosis of uterus,Uterine endometriosis,
+6171,Endometriosis of ovary,Ovarian endometriosis,
+6172,Endometriosis of fallopian tube,Tubal endometriosis,
+6173,Endometriosis of pelvic peritoneum,Pelv perit endometriosis,
+6174,Endometriosis of rectovaginal septum and vagina,Vaginal endometriosis,
+6175,Endometriosis of intestine,Intestinal endometriosis,
+6176,Endometriosis in scar of skin,Endometriosis in scar,
+6178,Endometriosis of other specified sites,Endometriosis NEC,
+6179,"Endometriosis, site unspecified",Endometriosis NOS,
+61800,Unspecified prolapse of vaginal walls,Vaginal wall prolpse NOS,
+61801,"Cystocele, midline","Cystocele, midline",
+61802,"Cystocele, lateral","Cystocele, lateral",
+61803,Urethrocele,Urethrocele,
+61804,Rectocele,Rectocele,
+61805,Perineocele,Perineocele,
+61809,Other prolapse of vaginal walls without mention of uterine prolapse,Cystourethrocele,
+6181,Uterine prolapse without mention of vaginal wall prolapse,Uterine prolapse,
+6182,"Uterovaginal prolapse, incomplete",Uterovag prolaps-incompl,
+6183,"Uterovaginal prolapse, complete",Uterovag prolaps-complet,
+6184,"Uterovaginal prolapse, unspecified",Utervaginal prolapse NOS,
+6185,Prolapse of vaginal vault after hysterectomy,Postop vaginal prolapse,
+6186,"Vaginal enterocele, congenital or acquired",Vaginal enterocele,
+6187,Old laceration of muscles of pelvic floor,Old lacer pelvic muscle,
+61881,Incompetence or weakening of pubocervical tissue,Incomptnce pubocerv tiss,
+61882,Incompetence or weakening of rectovaginal tissue,Incomptnce rectovag tiss,
+61883,Pelvic muscle wasting,Pelvic muscle wasting,
+61884,Cervical stump prolapse,Cervical stump prolapse,
+61889,Other specified genital prolapse,Genital prolapse NEC,
+6189,Unspecified genital prolapse,Genital prolapse NOS,
+6190,"Urinary-genital tract fistula, female","Urin-genital fistul, fem",
+6191,"Digestive-genital tract fistula, female","Digest-genit fistul, fem",
+6192,"Genital tract-skin fistula, female","Genital-skin fistul, fem",
+6198,Other specified fistulas involving female genital tract,Fem genital fistula NEC,
+6199,Unspecified fistula involving female genital tract,Fem genital fistula NOS,
+6200,Follicular cyst of ovary,Follicular cyst of ovary,
+6201,Corpus luteum cyst or hematoma,Corpus luteum cyst,
+6202,Other and unspecified ovarian cyst,Ovarian cyst NEC/NOS,
+6203,Acquired atrophy of ovary and fallopian tube,Acq atrophy ovary & tube,
+6204,Prolapse or hernia of ovary and fallopian tube,Prolapse of ovary & tube,
+6205,"Torsion of ovary, ovarian pedicle, or fallopian tube",Torsion of ovary or tube,
+6206,Broad ligament laceration syndrome,Broad ligament lacer syn,
+6207,Hematoma of broad ligament,Broad ligament hematoma,
+6208,"Other noninflammatory disorders of ovary, fallopian tube, and broad ligament",Noninfl dis ova/adnx NEC,
+6209,"Unspecified noninflammatory disorder of ovary, fallopian tube, and broad ligament",Noninfl dis ova/adnx NOS,
+6210,Polyp of corpus uteri,Polyp of corpus uteri,
+6211,Chronic subinvolution of uterus,Chr uterine subinvolutn,
+6212,Hypertrophy of uterus,Hypertrophy of uterus,
+62130,"Endometrial hyperplasia, unspecified",Endometrial hyperpla NOS,
+62131,Simple endometrial hyperplasia without atypia,Simp endo hyper w/o atyp,
+62132,Complex endometrial hyperplasia without atypia,Comp endo hyper w/o atyp,
+62133,Endometrial hyperplasia with atypia,Endomet hyperpla w atyp,
+62134,Benign endometrial hyperplasia,Ben endomet hyperplasia,
+62135,Endometrial intraepithelial neoplasia [EIN],Endomet intraepithl neop,
+6214,Hematometra,Hematometra,
+6215,Intrauterine synechiae,Intrauterine synechiae,
+6216,Malposition of uterus,Malposition of uterus,
+6217,Chronic inversion of uterus,Chr inversion of uterus,
+6218,"Other specified disorders of uterus, not elsewhere classified",Disorders of uterus NEC,
+6219,Unspecified disorder of uterus,Disorder of uterus NOS,
+6220,Erosion and ectropion of cervix,Erosion/ectropion cervix,
+62210,"Dysplasia of cervix, unspecified",Dysplasia of cervix NOS,
+62211,Mild dysplasia of cervix,Mild dysplasia of cervix,
+62212,Moderate dysplasia of cervix,Mod dysplasia of cervix,
+6222,Leukoplakia of cervix (uteri),Leukoplakia of cervix,
+6223,Old laceration of cervix,Old laceration of cervix,
+6224,Stricture and stenosis of cervix,Stricture of cervix,
+6225,Incompetence of cervix,Incompetence of cervix,
+6226,Hypertrophic elongation of cervix,Hypertrophic elong cervx,
+6227,Mucous polyp of cervix,Mucous polyp of cervix,
+6228,Other specified noninflammatory disorders of cervix,Noninflam dis cervix NEC,
+6229,Unspecified noninflammatory disorder of cervix,Noninflam dis cervix NOS,
+6230,Dysplasia of vagina,Dysplasia of vagina,
+6231,Leukoplakia of vagina,Leukoplakia of vagina,
+6232,Stricture or atresia of vagina,Stricture of vagina,
+6233,Tight hymenal ring,Tight hymenal ring,
+6234,Old vaginal laceration,Old vaginal laceration,
+6235,"Leukorrhea, not specified as infective",Noninfect vag leukorrhea,
+6236,Vaginal hematoma,Vaginal hematoma,
+6237,Polyp of vagina,Polyp of vagina,
+6238,Other specified noninflammatory disorders of vagina,Noninflam dis vagina NEC,
+6239,Unspecified noninflammatory disorder of vagina,Noninflam dis vagina NOS,
+62401,Vulvar intraepithelial neoplasia I [VIN I],Vulvar intraeph neopl I,
+62402,Vulvar intraepithelial neoplasia II [VIN II],Vulvr intraepth neopl II,
+62409,Other dystrophy of vulva,Dystrophy of vulva NEC,
+6241,Atrophy of vulva,Atrophy of vulva,
+6242,Hypertrophy of clitoris,Hypertrophy of clitoris,
+6243,Hypertrophy of labia,Hypertrophy of labia,
+6244,Old laceration or scarring of vulva,Old laceration of vulva,
+6245,Hematoma of vulva,Hematoma of vulva,
+6246,Polyp of labia and vulva,Polyp of labia and vulva,
+6248,Other specified noninflammatory disorders of vulva and perineum,Noninflam dis vulva NEC,
+6249,Unspecified noninflammatory disorder of vulva and perineum,Noninflam dis vulva NOS,
+6250,Dyspareunia,Dyspareunia,
+6251,Vaginismus,Vaginismus,
+6252,Mittelschmerz,Mittelschmerz,
+6253,Dysmenorrhea,Dysmenorrhea,
+6254,Premenstrual tension syndromes,Premenstrual tension,
+6255,Pelvic congestion syndrome,Pelvic congestion synd,
+6256,"Stress incontinence, female",Fem stress incontinence,
+62570,"Vulvodynia, unspecified",Vulvodynia NOS,
+62571,Vulvar vestibulitis,Vulvar vestibulitis,
+62579,Other vulvodynia,Other vulvodynia,
+6258,Other specified symptoms associated with female genital organs,Fem genital symptoms NEC,
+6259,Unspecified symptom associated with female genital organs,Fem genital symptoms NOS,
+6260,Absence of menstruation,Absence of menstruation,
+6261,Scanty or infrequent menstruation,Scanty menstruation,
+6262,Excessive or frequent menstruation,Excessive menstruation,
+6263,Puberty bleeding,Pubertal menorrhagia,
+6264,Irregular menstrual cycle,Irregular menstruation,
+6265,Ovulation bleeding,Ovulation bleeding,
+6266,Metrorrhagia,Metrorrhagia,
+6267,Postcoital bleeding,Postcoital bleeding,
+6268,Other disorders of menstruation and other abnormal bleeding from female genital tract,Menstrual disorder NEC,
+6269,Unspecified disorders of menstruation and other abnormal bleeding from female genital tract,Menstrual disorder NOS,
+6270,Premenopausal menorrhagia,Premenopause menorrhagia,
+6271,Postmenopausal bleeding,Postmenopausal bleeding,
+6272,Symptomatic menopausal or female climacteric states,Sympt fem climact state,
+6273,Postmenopausal atrophic vaginitis,Atrophic vaginitis,
+6274,Symptomatic states associated with artificial menopause,Sympt state w artif meno,
+6278,Other specified menopausal and postmenopausal disorders,Menopausal disorder NEC,
+6279,Unspecified menopausal and postmenopausal disorder,Menopausal disorder NOS,
+6280,"Infertility, female, associated with anovulation",Infertility-anovulation,
+6281,"Infertility, female, of pituitary-hypothalamic origin",Infertil-pituitary orig,
+6282,"Infertility, female, of tubal origin",Infertility-tubal origin,
+6283,"Infertility, female, of uterine origin",Infertility-uterine orig,
+6284,"Infertility, female, of cervical or vaginal origin",Infertil-cervical orig,
+6288,"Infertility, female, of other specified origin",Female infertility NEC,
+6289,"Infertility, female, of unspecified origin",Female infertility NOS,
+6290,"Hematocele, female, not elsewhere classified","Hematocele, female NEC",
+6291,"Hydrocele, canal of nuck",Hydrocele canal nuck-fem,
+62920,"Female genital mutilation status, unspecified",Genital mutilation NOS,
+62921,Female genital mutilation Type I status,Genital mutilatn type I,
+62922,Female genital mutilation Type II status,Genital mutilatn type II,
+62923,Female genital mutilation Type III status,Genital muilatn type III,
+62929,Other female genital mutilation status,Fem genital mutilate NEC,
+62931,Erosion of implanted vaginal mesh and other prosthetic materials to surrounding organ or tissue,Eros imp vag mesh in tis,
+62932,Exposure of implanted vaginal mesh and other prosthetic materials into vagina,Exp imp vag mesh-vagina,
+62981,Recurrent pregnancy loss without current pregnancy,Rec preg loss wo cur prg,
+62989,Other specified disorders of female genital organs,Female genital disor NEC,
+6299,Unspecified disorder of female genital organs,Female genital dis NOS,
+630,Hydatidiform mole,Hydatidiform mole,
+6310,Inappropriate change in quantitative human chorionic gonadotropin (hCG) in early pregnancy,Inapp chg hCG early preg,
+6318,Other abnormal products of conception,Oth abn prod conception,
+632,Missed abortion,Missed abortion,
+63300,Abdominal pregnancy without intrauterine pregnancy,Abd preg w/o intrau preg,
+63301,Abdominal pregnancy with intrauterine pregnancy,Abd preg w intraut preg,
+63310,Tubal pregnancy without intrauterine pregnancy,Tubal preg w/o intra prg,
+63311,Tubal pregnancy with intrauterine pregnancy,Tubal preg w intra preg,
+63320,Ovarian pregnancy without intrauterine pregnancy,Ovarn preg w/o intra prg,
+63321,Ovarian pregnancy with intrauterine pregnancy,Ovarian preg w intra prg,
+63380,Other ectopic pregnancy without intrauterine pregnancy,Ect preg NEC w/o int prg,
+63381,Other ectopic pregnancy with intrauterine pregnancy,Ectpc prg NEC w int preg,
+63390,Unspecified ectopic pregnancy without intrauterine pregnancy,Ect preg NOS w/o int prg,
+63391,Unspecified ectopic pregnancy with intrauterine pregnancy,Ectp preg NOS w int preg,
+63400,"Spontaneous abortion, complicated by genital tract and pelvic infection, unspecified",Spon abor w pel inf-unsp,
+63401,"Spontaneous abortion, complicated by genital tract and pelvic infection, incomplete",Spon abor w pelv inf-inc,
+63402,"Spontaneous abortion, complicated by genital tract and pelvic infection, complete",Spon abor w pel inf-comp,
+63410,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, unspecified",Spon abort w hemorr-unsp,
+63411,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, incomplete",Spon abort w hemorr-inc,
+63412,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, complete",Spon abort w hemorr-comp,
+63420,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, unspecified",Spon ab w pel damag-unsp,
+63421,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, incomplete",Spon ab w pelv damag-inc,
+63422,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, complete",Spon ab w pel damag-comp,
+63430,"Spontaneous abortion, complicated by renal failure, unspecified",Spon ab w ren fail-unsp,
+63431,"Spontaneous abortion, complicated by renal failure, incomplete",Spon ab w ren fail-inc,
+63432,"Spontaneous abortion, complicated by renal failure, complete",Spon ab w ren fail-comp,
+63440,"Spontaneous abortion, complicated by metabolic disorder, unspecified",Spon ab w metab dis-unsp,
+63441,"Spontaneous abortion, complicated by metabolic disorder, incomplete",Spon ab w metab dis-inc,
+63442,"Spontaneous abortion, complicated by metabolic disorder, complete",Spon ab w metab dis-comp,
+63450,"Spontaneous abortion, complicated by shock, unspecified",Spon abort w shock-unsp,
+63451,"Spontaneous abortion, complicated by shock, incomplete",Spon abort w shock-inc,
+63452,"Spontaneous abortion, complicated by shock, complete",Spon abort w shock-comp,
+63460,"Spontaneous abortion, complicated by embolism, unspecified",Spon abort w embol-unsp,
+63461,"Spontaneous abortion, complicated by embolism, incomplete",Spon abort w embol-inc,
+63462,"Spontaneous abortion, complicated by embolism, complete",Spon abort w embol-comp,
+63470,"Spontaneous abortion, with other specified complications, unspecified",Spon ab w compl NEC-unsp,
+63471,"Spontaneous abortion, with other specified complications, incomplete",Spon ab w compl NEC-inc,
+63472,"Spontaneous abortion, with other specified complications, complete",Spon ab w compl NEC-comp,
+63480,"Spontaneous abortion, with unspecified complication, unspecified",Spon ab w compl NOS-unsp,
+63481,"Spontaneous abortion, with unspecified complication, incomplete",Spon ab w compl NOS-inc,
+63482,"Spontaneous abortion, with unspecified complication, complete",Spon ab w compl NOS-comp,
+63490,"Spontaneous abortion, without mention of complication, unspecified",Spon abort uncompl-unsp,
+63491,"Spontaneous abortion, without mention of complication, incomplete",Spon abort uncompl-inc,
+63492,"Spontaneous abortion, without mention of complication, complete",Spon abort uncompl-comp,
+63500,"Legally induced abortion, complicated by genital tract and pelvic infection, unspecified",Leg abor w pelv inf-unsp,
+63501,"Legally induced abortion, complicated by genital tract and pelvic infection, incomplete",Leg abor w pelv inf-inc,
+63502,"Legally induced abortion, complicated by genital tract and pelvic infection, complete",Leg abor w pelv inf-comp,
+63510,"Legally induced abortion, complicated by delayed or excessive hemorrhage, unspecified",Legal abor w hemorr-unsp,
+63511,"Legally induced abortion, complicated by delayed or excessive hemorrhage, incomplete",Legal abort w hemorr-inc,
+63512,"Legally induced abortion, complicated by delayed or excessive hemorrhage, complete",Legal abor w hemorr-comp,
+63520,"Legally induced abortion, complicated by damage to pelvic organs or tissues, unspecified",Leg ab w pelv damag-unsp,
+63521,"Legally induced abortion, complicated by damage to pelvic organs or tissues, incomplete",Leg ab w pelv damag-inc,
+63522,"Legally induced abortion, complicated by damage to pelvic organs or tissues, complete",Leg ab w pelv damag-comp,
+63530,"Legally induced abortion, complicated by renal failure,unspecified",Leg abor w ren fail-unsp,
+63531,"Legally induced abortion, complicated by renal failure, incomplete",Leg abor w ren fail-inc,
+63532,"Legally induced abortion, complicated by renal failure, complete",Leg abor w ren fail-comp,
+63540,"Legally induced abortion, complicated by metabolic disorder, unspecified",Leg ab w metab dis-unsp,
+63541,"Legally induced abortion, complicated by metabolic disorder, incomplete",Leg ab w metab dis-inc,
+63542,"Legally induced abortion, complicated by metabolic disorder, complete",Leg ab w metab dis-comp,
+63550,"Legally induced abortion, complicated by shock, unspecified",Legal abort w shock-unsp,
+63551,"Legally induced abortion, complicated by shock, incomplete",Legal abort w shock-inc,
+63552,"Legally induced abortion, complicated by shock, complete",Legal abort w shock-comp,
+63560,"Legally induced abortion, complicated by embolism, unspecified",Legal abort w embol-unsp,
+63561,"Legally induced abortion, complicated by embolism, incomplete",Legal abort w embol-inc,
+63562,"Legally induced abortion, complicated by embolism, complete",Legal abort w embol-comp,
+63570,"Legally induced abortion, with other specified complications, unspecified",Leg ab w compl NEC-unsp,
+63571,"Legally induced abortion, with other specified complications, incomplete",Leg ab w compl NEC-inc,
+63572,"Legally induced abortion, with other specified complications, complete",Leg ab w compl NEC-comp,
+63580,"Legally induced abortion, with unspecified complication, unspecified",Leg ab w compl NOS-unsp,
+63581,"Legally induced abortion, with unspecified complication, incomplete",Leg ab w compl NOS-inc,
+63582,"Legally induced abortion, with unspecified complication, complete",Leg ab w compl NOS-comp,
+63590,"Legally induced abortion, without mention of complication, unspecified",Legal abort uncompl-unsp,
+63591,"Legally induced abortion, without mention of complication, incomplete",Legal abort uncompl-inc,
+63592,"Legally induced abortion, without mention of complication, complete",Legal abort uncompl-comp,
+63600,"Illegally induced abortion, complicated by genital tract and pelvic infection, unspecified",Illeg ab w pelv inf-unsp,
+63601,"Illegally induced abortion, complicated by genital tract and pelvic infection, incomplete",Illeg ab w pelv inf-inc,
+63602,"Illegally induced abortion, complicated by genital tract and pelvic infection, complete",Illeg ab w pelv inf-comp,
+63610,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, unspecified",Illeg ab w hemorr-unspec,
+63611,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, incomplete",Illeg ab w hemorr-inc,
+63612,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, complete",Illeg ab w hemorr-comp,
+63620,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, unspecified",Illeg ab w pel damg-unsp,
+63621,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, incomplete",Illeg ab w pel damag-inc,
+63622,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, complete",Illeg ab w pel damg-comp,
+63630,"Illegally induced abortion, complicated by renal failure, unspecified",Illeg ab w ren fail-unsp,
+63631,"Illegally induced abortion, complicated by renal failure, incomplete",Illeg ab w ren fail-inc,
+63632,"Illegally induced abortion, complicated by renal failure, complete",Illeg ab w ren fail-comp,
+63640,"Illegally induced abortion, complicated by metabolic disorder, unspecified",Illeg ab w met dis-unsp,
+63641,"Illegally induced abortion, complicated by metabolic disorder, incomplete",Illeg ab w metab dis-inc,
+63642,"Illegally induced abortion, complicated by metabolic disorder, complete",Illeg ab w met dis-comp,
+63650,"Illegally induced abortion, complicated by shock, unspecified",Illeg abort w shock-unsp,
+63651,"Illegally induced abortion, complicated by shock, incomplete",Illeg abort w shock-inc,
+63652,"Illegally induced abortion, complicated by shock, complete",Illeg abort w shock-comp,
+63660,"Illegally induced abortion, complicated by embolism, unspecified",Illeg ab w embolism-unsp,
+63661,"Illegally induced abortion, complicated by embolism, incomplete",Illeg ab w embolism-inc,
+63662,"Illegally induced abortion, complicated by embolism, complete",Illeg ab w embolism-comp,
+63670,"Illegally induced abortion, with other specified complications, unspecified",Illg ab w compl NEC-unsp,
+63671,"Illegally induced abortion, with other specified complications, incomplete",Illeg ab w compl NEC-inc,
+63672,"Illegally induced abortion, with other specified complications, complete",Illg ab w compl NEC-comp,
+63680,"Illegally induced abortion, with unspecified complication, unspecified",Illg ab w compl NOS-unsp,
+63681,"Illegally induced abortion, with unspecified complication, incomplete",Illeg ab w compl NOS-inc,
+63682,"Illegally induced abortion, with unspecified complication, complete",Illg ab w compl NOS-comp,
+63690,"Illegally induced abortion, without mention of complication, unspecified",Illeg abort uncompl-unsp,
+63691,"Illegally induced abortion, without mention of complication, incomplete",Illeg abort uncompl-inc,
+63692,"Illegally induced abortion, without mention of complication, complete",Illeg abort uncompl-comp,
+63700,"Unspecified abortion, complicated by genital tract and pelvic infection, unspecified",Abort NOS w pel inf-unsp,
+63701,"Unspecified abortion, complicated by genital tract and pelvic infection, incomplete",Abort NOS w pel inf-inc,
+63702,"Unspecified abortion, complicated by genital tract and pelvic infection, complete",Abort NOS w pel inf-comp,
+63710,"Unspecified abortion, complicated by delayed or excessive hemorrhage, unspecified",Abort NOS w hemorr-unsp,
+63711,"Unspecified abortion, complicated by delayed or excessive hemorrhage, incomplete",Abort NOS w hemorr-inc,
+63712,"Unspecified abortion, complicated by delayed or excessive hemorrhage, complete",Abort NOS w hemorr-comp,
+63720,"Unspecified abortion, complicated by damage to pelvic organs or tissues, unspecified",Ab NOS w pelv damag-unsp,
+63721,"Unspecified abortion, complicated by damage to pelvic organs or tissues, incomplete",Ab NOS w pelv damag-inc,
+63722,"Unspecified abortion, complicated by damage to pelvic organs or tissues, complete",Ab NOS w pelv damag-comp,
+63730,"Unspecified abortion, complicated by renal failure, unspecified",Ab NOS w renal fail-unsp,
+63731,"Unspecified abortion, complicated by renal failure, incomplete",Ab NOS w renal fail-inc,
+63732,"Unspecified abortion, complicated by renal failure, complete",Ab NOS w renal fail-comp,
+63740,"Unspecified abortion, complicated by metabolic disorder, unspecified",Ab NOS w metab dis-unsp,
+63741,"Unspecified abortion, complicated by metabolic disorder, incomplete",Ab NOS w metab dis-inc,
+63742,"Unspecified abortion, complicated by metabolic disorder, complete",Ab NOS w metab dis-comp,
+63750,"Unspecified abortion, complicated by shock, unspecified",Abort NOS w shock-unsp,
+63751,"Unspecified abortion, complicated by shock, incomplete",Abort NOS w shock-inc,
+63752,"Unspecified abortion, complicated by shock, complete",Abort NOS w shock-comp,
+63760,"Unspecified abortion, complicated by embolism, unspecified",Ab NOS w embolism-unsp,
+63761,"Unspecified abortion, complicated by embolism, incomplete",Ab NOS w embolism-inc,
+63762,"Unspecified abortion, complicated by embolism, complete",Ab NOS w embolism-comp,
+63770,"Unspecified abortion, with other specified complications, unspecified",Ab NOS w compl NEC-unsp,
+63771,"Unspecified abortion, with other specified complications, incomplete",Ab NOS w compl NEC-inc,
+63772,"Unspecified abortion, with other specified complications, complete",Ab NOS w compl NEC-comp,
+63780,"Unspecified abortion, with unspecified complication, unspecified",Ab NOS w compl NOS-unsp,
+63781,"Unspecified abortion, with unspecified complication, incomplete",Ab NOS w compl NOS-inc,
+63782,"Unspecified abortion, with unspecified complication, complete",Ab NOS w compl NOS-comp,
+63790,"Unspecified abortion, without mention of complication, unspecified",Ab NOS uncomplicat-unsp,
+63791,"Unspecified abortion, without mention of complication, incomplete",Ab NOS uncomplicat-inc,
+63792,"Unspecified abortion, without mention of complication, complete",Ab NOS uncomplicat-comp,
+6380,Failed attempted abortion complicated by genital tract and pelvic infection,Attem abort w pelvic inf,
+6381,Failed attempted abortion complicated by delayed or excessive hemorrhage,Attem abort w hemorrhage,
+6382,Failed attempted abortion complicated by damage to pelvic organs or tissues,Attem abort w pelv damag,
+6383,Failed attempted abortion complicated by renal failure,Attem abort w renal fail,
+6384,Failed attempted abortion complicated by metabolic disorder,Attem abor w metabol dis,
+6385,Failed attempted abortion complicated by shock,Attem abortion w shock,
+6386,Failed attempted abortion complicated by embolism,Attemp abort w embolism,
+6387,Failed attempted abortion with other specified complications,Attemp abort w compl NEC,
+6388,Failed attempted abortion with unspecified complication,Attemp abort w compl NOS,
+6389,Failed attempted abortion without mention of complication,Attempted abort uncompl,
+6390,Genital tract and pelvic infection following abortion or ectopic and molar pregnancies,Postabortion gu infect,
+6391,Delayed or excessive hemorrhage following abortion or ectopic and molar pregnancies,Postabortion hemorrhage,
+6392,Damage to pelvic organs and tissues following abortion or ectopic and molar pregnancies,Postabort pelvic damage,
+6393,Kidney failure following abortion and ectopic and molar pregnancies,Postabort kidney failure,
+6394,Metabolic disorders following abortion or ectopic and molar pregnancies,Postabort metabolic dis,
+6395,Shock following abortion or ectopic and molar pregnancies,Postabortion shock,
+6396,Embolism following abortion or ectopic and molar pregnancies,Postabortion embolism,
+6398,Other specified complications following abortion or ectopic and molar pregnancy,Postabortion compl NEC,
+6399,Unspecified complication following abortion or ectopic and molar pregnancy,Postabortion compl NOS,
+64000,"Threatened abortion, unspecified as to episode of care or not applicable",Threatened abort-unspec,
+64001,"Threatened abortion, delivered, with or without mention of antepartum condition",Threatened abort-deliver,
+64003,"Threatened abortion, antepartum condition or complication",Threaten abort-antepart,
+64080,"Other specified hemorrhage in early pregnancy, unspecified as to episode of care or not applicable",Hem early preg NEC-unsp,
+64081,"Other specified hemorrhage in early pregnancy, delivered, with or without mention of antepartum condition",Hem early preg NEC-deliv,
+64083,"Other specified hemorrhage in early pregnancy, antepartum condition or complication",Hem early pg NEC-antepar,
+64090,"Unspecified hemorrhage in early pregnancy, unspecified as to episode of care or not applicable",Hemorr early preg-unspec,
+64091,"Unspecified hemorrhage in early pregnancy, delivered, with or without mention of antepartum condition",Hem early preg-delivered,
+64093,"Unspecified hemorrhage in early pregnancy, antepartum condition or complication",Hem early preg-antepart,
+64100,"Placenta previa without hemorrhage, unspecified as to episode of care or not applicable",Placenta previa-unspec,
+64101,"Placenta previa without hemorrhage, delivered, with or without mention of antepartum condition",Placenta previa-deliver,
+64103,"Placenta previa without hemorrhage, antepartum condition or complication",Placenta previa-antepart,
+64110,"Hemorrhage from placenta previa, unspecified as to episode of care or not applicable",Placenta prev hem-unspec,
+64111,"Hemorrhage from placenta previa, delivered, with or without mention of antepartum condition",Placenta prev hem-deliv,
+64113,"Hemorrhage from placenta previa, antepartum condition or complication",Placen prev hem-antepart,
+64120,"Premature separation of placenta, unspecified as to episode of care or not applicable",Prem separ placen-unspec,
+64121,"Premature separation of placenta, delivered, with or without mention of antepartum condition",Prem separ placen-deliv,
+64123,"Premature separation of placenta, antepartum condition or complication",Prem separ plac-antepart,
+64130,"Antepartum hemorrhage associated with coagulation defects, unspecified as to episode of care or not applicable",Coag def hemorr-unspec,
+64131,"Antepartum hemorrhage associated with coagulation defects, delivered, with or without mention of antepartum condition",Coag def hemorr-deliver,
+64133,"Antepartum hemorrhage associated with coagulation defects, antepartum condition or complication",Coag def hemorr-antepart,
+64180,"Other antepartum hemorrhage, unspecified as to episode of care or not applicable",Antepart hem NEC-unspec,
+64181,"Other antepartum hemorrhage, delivered, with or without mention of antepartum condition",Antepartum hem NEC-deliv,
+64183,"Other antepartum hemorrhage, antepartum condition or complication",Antepart hem NEC-antepar,
+64190,"Unspecified antepartum hemorrhage, unspecified as to episode of care or not applicable",Antepart hem NOS-unspec,
+64191,"Unspecified antepartum hemorrhage, delivered, with or without mention of antepartum condition",Antepartum hem NOS-deliv,
+64193,"Unspecified antepartum hemorrhage, antepartum condition or complication",Antepart hem NOS-antepar,
+64200,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Essen hyperten preg-unsp,
+64201,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Essen hyperten-delivered,
+64202,"Benign essential hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Essen hyperten-del w p/p,
+64203,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Essen hyperten-antepart,
+64204,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, postpartum condition or complication",Essen hyperten-postpart,
+64210,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Renal hyperten preg-unsp,
+64211,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Renal hyperten pg-deliv,
+64212,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Renal hyperten-del p/p,
+64213,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Renal hyperten-antepart,
+64214,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, postpartum condition or complication",Renal hyperten-postpart,
+64220,"Other pre-existing hypertension complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Old hyperten preg-unspec,
+64221,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Old hyperten NEC-deliver,
+64222,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Old hyperten-deliv w p/p,
+64223,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Old hyperten NEC-antepar,
+64224,"Other pre-existing hypertension,complicating pregnancy, childbirth, and the puerperium, , postpartum condition or complication",Old hyperten NEC-postpar,
+64230,"Transient hypertension of pregnancy, unspecified as to episode of care or not applicable",Trans hyperten preg-unsp,
+64231,"Transient hypertension of pregnancy, delivered , with or without mention of antepartum condition",Trans hyperten-delivered,
+64232,"Transient hypertension of pregnancy, delivered, with mention of postpartum complication",Trans hyperten-del w p/p,
+64233,"Transient hypertension of pregnancy, antepartum condition or complication",Trans hyperten-antepart,
+64234,"Transient hypertension of pregnancy, postpartum condition or complication",Trans hyperten-postpart,
+64240,"Mild or unspecified pre-eclampsia, unspecified as to episode of care or not applicable",Mild/NOS preeclamp-unsp,
+64241,"Mild or unspecified pre-eclampsia, delivered, with or without mention of antepartum condition",Mild/NOS preeclamp-deliv,
+64242,"Mild or unspecified pre-eclampsia, delivered, with mention of postpartum complication",Mild preeclamp-del w p/p,
+64243,"Mild or unspecified pre-eclampsia, antepartum condition or complication",Mild/NOS preeclamp-antep,
+64244,"Mild or unspecified pre-eclampsia, postpartum condition or complication",Mild/NOS preeclamp-p/p,
+64250,"Severe pre-eclampsia, unspecified as to episode of care or not applicable",Severe preeclamp-unspec,
+64251,"Severe pre-eclampsia, delivered, with or without mention of antepartum condition",Severe preeclamp-deliver,
+64252,"Severe pre-eclampsia, delivered, with mention of postpartum complication",Sev preeclamp-del w p/p,
+64253,"Severe pre-eclampsia, antepartum condition or complication",Sev preeclamp-antepartum,
+64254,"Severe pre-eclampsia, postpartum condition or complication",Sev preeclamp-postpartum,
+64260,"Eclampsia, unspecified as to episode of care or not applicable",Eclampsia-unspecified,
+64261,"Eclampsia, delivered, with or without mention of antepartum condition",Eclampsia-delivered,
+64262,"Eclampsia, delivered, with mention of postpartum complication",Eclampsia-deliv w p/p,
+64263,"Eclampsia, antepartum condition or complication",Eclampsia-antepartum,
+64264,"Eclampsia, postpartum condition or complication",Eclampsia-postpartum,
+64270,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, unspecified as to episode of care or not applicable",Tox w old hyperten-unsp,
+64271,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, delivered, with or without mention of antepartum condition",Tox w old hyperten-deliv,
+64272,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, delivered, with mention of postpartum complication",Tox w old hyp-del w p/p,
+64273,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, antepartum condition or complication",Tox w old hyper-antepart,
+64274,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, postpartum condition or complication",Tox w old hyper-postpart,
+64290,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Hyperten preg NOS-unspec,
+64291,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Hypertens NOS-delivered,
+64292,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Hypertens NOS-del w p/p,
+64293,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Hypertens NOS-antepartum,
+64294,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Hypertens NOS-postpartum,
+64300,"Mild hyperemesis gravidarum, unspecified as to episode of care or not applicable",Mild hyperem grav-unspec,
+64301,"Mild hyperemesis gravidarum, delivered, with or without mention of antepartum condition",Mild hyperem grav-deliv,
+64303,"Mild hyperemesis gravidarum, antepartum condition or complication",Mild hyperemesis-antepar,
+64310,"Hyperemesis gravidarum with metabolic disturbance, unspecified as to episode of care or not applicable",Hyperem w metab dis-unsp,
+64311,"Hyperemesis gravidarum with metabolic disturbance, delivered, with or without mention of antepartum condition",Hyperem w metab dis-del,
+64313,"Hyperemesis gravidarum with metabolic disturbance, antepartum condition or complication",Hyperem w metab-antepart,
+64320,"Late vomiting of pregnancy, unspecified as to episode of care or not applicable",Late vomit of preg-unsp,
+64321,"Late vomiting of pregnancy, delivered, with or without mention of antepartum condition",Late vomit of preg-deliv,
+64323,"Late vomiting of pregnancy, antepartum condition or complication",Late vomit preg-antepart,
+64380,"Other vomiting complicating pregnancy, unspecified as to episode of care or not applicable",Vomit compl preg-unspec,
+64381,"Other vomiting complicating pregnancy, delivered, with or without mention of antepartum condition",Vomit compl preg-deliver,
+64383,"Other vomiting complicating pregnancy, antepartum condition or complication",Vomit compl preg-antepar,
+64390,"Unspecified vomiting of pregnancy, unspecified as to episode of care or not applicable",Vomit of preg NOS-unspec,
+64391,"Unspecified vomiting of pregnancy, delivered, with or without mention of antepartum condition",Vomit of preg NOS-deliv,
+64393,"Unspecified vomiting of pregnancy, antepartum condition or complication",Vomit of pg NOS-antepart,
+64400,"Threatened premature labor, unspecified as to episode of care or not applicable",Threat prem labor-unspec,
+64403,"Threatened premature labor, antepartum condition or complication",Thrt prem labor-antepart,
+64410,"Other threatened labor, unspecified as to episode of care or not applicable",Threat labor NEC-unspec,
+64413,"Other threatened labor, antepartum condition or complication",Threat labor NEC-antepar,
+64420,"Early onset of delivery, unspecified as to episode of care or not applicable",Early onset deliv-unspec,
+64421,"Early onset of delivery, delivered, with or without mention of antepartum condition",Early onset delivery-del,
+64510,"Post term pregnancy, unspecified as to episode of care or not applicable",Post term preg-unsp,
+64511,"Post term pregnancy, delivered, with or without mention of antepartum condition",Post term preg-del,
+64513,"Post term pregnancy, antepartum condition or complication",Post term preg-antepar,
+64520,"Prolonged pregnancy, unspecified as to episode of care or not applicable",Prolonged preg-unsp,
+64521,"Prolonged pregnancy, delivered, with or without mention of antepartum condition",Prolonged preg-del,
+64523,"Prolonged pregnancy, antepartum condition or complication",Prolonged preg-antepar,
+64600,"Papyraceous fetus, unspecified as to episode of care or not applicable",Papyraceous fetus-unspec,
+64601,"Papyraceous fetus, delivered, with or without mention of antepartum condition",Papyraceous fetus-deliv,
+64603,"Papyraceous fetus, antepartum condition or complication",Papyraceous fet-antepar,
+64610,"Edema or excessive weight gain in pregnancy, without mention of hypertension, unspecified as to episode of care or not applicable",Edema in preg-unspec,
+64611,"Edema or excessive weight gain in pregnancy, without mention of hypertension, delivered, with or without mention of antepartum complication",Edema in preg-delivered,
+64612,"Edema or excessive weight gain in pregnancy, without mention of hypertension, delivered, with mention of postpartum complication",Edema in preg-del w p/p,
+64613,"Edema or excessive weight gain in pregnancy, without mention of hypertension, antepartum condition or complication",Edema in preg-antepartum,
+64614,"Edema or excessive weight gain in pregnancy, without mention of hypertension, postpartum condition or complication",Edema in preg-postpartum,
+64620,"Unspecified renal disease in pregnancy, without mention of hypertension, unspecified as to episode of care or not applicable",Renal dis preg NOS-unsp,
+64621,"Unspecified renal disease in pregnancy, without mention of hypertension, delivered, with or without mention of antepartum condition",Renal dis NOS-delivered,
+64622,"Unspecified renal disease in pregnancy, without mention of hypertension, delivered, with mention of postpartum complication",Renal dis NOS-del w p/p,
+64623,"Unspecified renal disease in pregnancy, without mention of hypertension, antepartum condition or complication",Renal dis NOS-antepartum,
+64624,"Unspecified renal disease in pregnancy, without mention of hypertension, postpartum condition or complication",Renal dis NOS-postpartum,
+64630,"Recurrent pregnancy loss, unspecified as to episode of care or not applicable",Recur preg loss-unspec,
+64631,"Recurrent pregnancy loss, delivered, with or without mention of antepartum condition",Recurnt preg loss-deliv,
+64633,"Recurrent pregnancy loss, antepartum condition or complication",Recurnt preg loss-antep,
+64640,"Peripheral neuritis in pregnancy, unspecified as to episode of care or not applicable",Neuritis of preg-unspec,
+64641,"Peripheral neuritis in pregnancy, delivered, with or without mention of antepartum condition",Neuritis-delivered,
+64642,"Peripheral neuritis in pregnancy, delivered, with mention of postpartum complication",Neuritis-delivered w p/p,
+64643,"Peripheral neuritis in pregnancy, antepartum condition or complication",Neuritis of preg-antepar,
+64644,"Peripheral neuritis in pregnancy, postpartum condition or complication",Neuritis of preg-postpar,
+64650,"Asymptomatic bacteriuria in pregnancy, unspecified as to episode of care or not applicable",Bacteriuria preg-unspec,
+64651,"Asymptomatic bacteriuria in pregnancy, delivered, with or without mention of antepartum condition",Asym bacteriuria-deliver,
+64652,"Asymptomatic bacteriuria in pregnancy, delivered, with mention of postpartum complication",Asy bacteruria-del w p/p,
+64653,"Asymptomatic bacteriuria in pregnancy, antepartum condition or complication",Asy bacteriuria-antepart,
+64654,"Asymptomatic bacteriuria in pregnancy, postpartum condition or complication",Asy bacteriuria-postpart,
+64660,"Infections of genitourinary tract in pregnancy, unspecified as to episode of care or not applicable",Gu infect in preg-unspec,
+64661,"Infections of genitourinary tract in pregnancy, delivered, with or without mention of antepartum condition",Gu infection-delivered,
+64662,"Infections of genitourinary tract in pregnancy, delivered, with mention of postpartum complication",Gu infection-deliv w p/p,
+64663,"Infections of genitourinary tract in pregnancy, antepartum condition or complication",Gu infection-antepartum,
+64664,"Infections of genitourinary tract in pregnancy, postpartum condition or complication",Gu infection-postpartum,
+64670,"Liver and biliary tract disorders in pregnancy, unspecified as to episode of care or not applicable",Liver/bil trct disr-unsp,
+64671,"Liver and biliary tract disorders in pregnancy, delivered, with or without mention of antepartum condition",Liver/bil trct disr-del,
+64673,"Liver and biliary tract disorders in pregnancy, antepartum condition or complication",Liver/bil trct disr-ante,
+64680,"Other specified complications of pregnancy, unspecified as to episode of care or not applicable",Preg compl NEC-unspec,
+64681,"Other specified complications of pregnancy, delivered, with or without mention of antepartum condition",Preg compl NEC-delivered,
+64682,"Other specified complications of pregnancy, delivered, with mention of postpartum complication",Preg compl NEC-del w p/p,
+64683,"Other specified complications of pregnancy, antepartum condition or complication",Preg compl NEC-antepart,
+64684,"Other specified complications of pregnancy, postpartum condition or complication",Preg compl NEC-postpart,
+64690,"Unspecified complication of pregnancy, unspecified as to episode of care or not applicable",Preg compl NOS-unspec,
+64691,"Unspecified complication of pregnancy, delivered, with or without mention of antepartum condition",Preg compl NOS-delivered,
+64693,"Unspecified complication of pregnancy, antepartum condition or complication",Preg compl NOS-antepart,
+64700,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Syphilis in preg-unspec,
+64701,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Syphilis-delivered,
+64702,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Syphilis-delivered w p/p,
+64703,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Syphilis-antepartum,
+64704,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Syphilis-postpartum,
+64710,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Gonorrhea in preg-unspec,
+64711,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Gonorrhea-delivered,
+64712,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Gonorrhea-deliver w p/p,
+64713,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Gonorrhea-antepartum,
+64714,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Gonorrhea-postpartum,
+64720,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Other VD in preg-unspec,
+64721,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Other vd-delivered,
+64722,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Other vd-delivered w p/p,
+64723,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Other vd-antepartum,
+64724,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium,postpartum condition or complication",Other vd-postpartum,
+64730,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",TB in preg-unspecified,
+64731,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Tuberculosis-delivered,
+64732,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Tuberculosis-deliv w p/p,
+64733,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Tuberculosis-antepartum,
+64734,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium,postpartum condition or complication",Tuberculosis-postpartum,
+64740,"Malaria in the mother, unspecified as to episode of care or not applicable",Malaria in preg-unspec,
+64741,"Malaria in the mother, delivered, with or without mention of antepartum condition",Malaria-delivered,
+64742,"Malaria in the mother, delivered, with mention of postpartum complication",Malaria-delivered w p/p,
+64743,"Malaria in the mother, antepartum condition or complication",Malaria-antepartum,
+64744,"Malaria in the mother, postpartum condition or complication",Malaria-postpartum,
+64750,"Rubella in the mother, unspecified as to episode of care or not applicable",Rubella in preg-unspec,
+64751,"Rubella in the mother, delivered, with or without mention of antepartum condition",Rubella-delivered,
+64752,"Rubella in the mother, delivered, with mention of postpartum complication",Rubella-delivered w p/p,
+64753,"Rubella in the mother, antepartum condition or complication",Rubella-antepartum,
+64754,"Rubella in the mother, postpartum condition or complication",Rubella-postpartum,
+64760,"Other viral diseases in the mother, unspecified as to episode of care or not applicable",Oth virus in preg-unspec,
+64761,"Other viral diseases in the mother, delivered, with or without mention of antepartum condition",Oth viral dis-delivered,
+64762,"Other viral diseases in the mother, delivered, with mention of postpartum complication",Oth viral dis-del w p/p,
+64763,"Other viral diseases in the mother, antepartum condition or complication",Oth viral dis-antepartum,
+64764,"Other viral diseases in the mother, postpartum condition or complication",Oth viral dis-postpartum,
+64780,"Other specified infectious and parasitic diseases of mother, unspecified as to episode of care or not applicable",Inf dis in preg NEC-unsp,
+64781,"Other specified infectious and parasitic diseases of mother, delivered, with or without mention of antepartum condition",Infect dis NEC-delivered,
+64782,"Other specified infectious and parasitic diseases of mother, delivered, with mention of postpartum complication",Infect dis NEC-del w p/p,
+64783,"Other specified infectious and parasitic diseases of mother, antepartum condition or complication",Infect dis NEC-antepart,
+64784,"Other specified infectious and parasitic diseases of mother, postpartum condition or complication",Infect dis NEC-postpart,
+64790,"Unspecified infection or infestation of mother, unspecified as to episode of care or not applicable",Infect in preg NOS-unsp,
+64791,"Unspecified infection or infestation of mother, delivered, with or without mention of antepartum condition",Infect NOS-delivered,
+64792,"Unspecified infection or infestation of mother, delivered, with mention of postpartum complication",Infect NOS-deliver w p/p,
+64793,"Unspecified infection or infestation of mother, antepartum condition or complication",Infect NOS-antepartum,
+64794,"Unspecified infection or infestation of mother, postpartum condition or complication",Infect NOS-postpartum,
+64800,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Diabetes in preg-unspec,
+64801,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Diabetes-delivered,
+64802,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Diabetes-delivered w p/p,
+64803,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Diabetes-antepartum,
+64804,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Diabetes-postpartum,
+64810,"Thyroid dysfunction of mother, unspecified as to episode of care or not applicable",Thyroid dysfun preg-unsp,
+64811,"Thyroid dysfunction of mother, delivered, with or without mention of antepartum condition",Thyroid dysfunc-deliver,
+64812,"Thyroid dysfunction of mother, delivered, with mention of postpartum complication",Thyroid dysfun-del w p/p,
+64813,"Thyroid dysfunction of mother, antepartum condition or complication",Thyroid dysfunc-antepart,
+64814,"Thyroid dysfunction of mother, postpartum condition or complication",Thyroid dysfunc-postpart,
+64820,"Anemia of mother, unspecified as to episode of care or not applicable",Anemia in preg-unspec,
+64821,"Anemia of mother, delivered, with or without mention of antepartum condition",Anemia-delivered,
+64822,"Anemia of mother, delivered, with mention of postpartum complication",Anemia-delivered w p/p,
+64823,"Anemia of mother, antepartum condition or complication",Anemia-antepartum,
+64824,"Anemia of mother, postpartum condition or complication",Anemia-postpartum,
+64830,"Drug dependence of mother, unspecified as to episode of care or not applicable",Drug depend preg-unspec,
+64831,"Drug dependence of mother, delivered, with or without mention of antepartum condition",Drug dependence-deliver,
+64832,"Drug dependence of mother, delivered, with mention of postpartum complication",Drug dependen-del w p/p,
+64833,"Drug dependence of mother, antepartum condition or complication",Drug dependence-antepart,
+64834,"Drug dependence of mother, postpartum condition or complication",Drug dependence-postpart,
+64840,"Mental disorders of mother, unspecified as to episode of care or not applicable",Mental dis preg-unspec,
+64841,"Mental disorders of mother, delivered, with or without mention of antepartum condition",Mental disorder-deliver,
+64842,"Mental disorders of mother, delivered, with mention of postpartum complication",Mental dis-deliv w p/p,
+64843,"Mental disorders of mother, antepartum condition or complication",Mental disorder-antepart,
+64844,"Mental disorders of mother, postpartum condition or complication",Mental disorder-postpart,
+64850,"Congenital cardiovascular disorders of mother, unspecified as to episode of care or not applicable",Congen CV dis preg-unsp,
+64851,"Congenital cardiovascular disorders of mother, delivered, with or without mention of antepartum condition",Congen CV dis-delivered,
+64852,"Congenital cardiovascular disorders of mother, delivered, with mention of postpartum complication",Congen CV dis-del w p/p,
+64853,"Congenital cardiovascular disorders of mother, antepartum condition or complication",Congen CV dis-antepartum,
+64854,"Congenital cardiovascular disorders of mother, postpartum condition or complication",Congen CV dis-postpartum,
+64860,"Other cardiovascular diseases of mother, unspecified as to episode of care or not applicable",CV dis NEC preg-unspec,
+64861,"Other cardiovascular diseases of mother, delivered, with or without mention of antepartum condition",CV dis NEC preg-deliver,
+64862,"Other cardiovascular diseases of mother, delivered, with mention of postpartum complication",CV dis NEC-deliver w p/p,
+64863,"Other cardiovascular diseases of mother, antepartum condition or complication",CV dis NEC-antepartum,
+64864,"Other cardiovascular diseases of mother, postpartum condition or complication",CV dis NEC-postpartum,
+64870,"Bone and joint disorders of back, pelvis, and lower limbs of mother, unspecified as to episode of care or not applicable",Bone disord in preg-unsp,
+64871,"Bone and joint disorders of back, pelvis, and lower limbs of mother, delivered, with or without mention of antepartum condition",Bone disorder-delivered,
+64872,"Bone and joint disorders of back, pelvis, and lower limbs of mother, delivered, with mention of postpartum complication",Bone disorder-del w p/p,
+64873,"Bone and joint disorders of back, pelvis, and lower limbs of mother, antepartum condition or complication",Bone disorder-antepartum,
+64874,"Bone and joint disorders of back, pelvis, and lower limbs of mother, postpartum condition or complication",Bone disorder-postpartum,
+64880,"Abnormal glucose tolerance of mother, unspecified as to episode of care or not applicable",Abn glucose in preg-unsp,
+64881,"Abnormal glucose tolerance of mother, delivered, with or without mention of antepartum condition",Abn glucose toler-deliv,
+64882,"Abnormal glucose tolerance of mother, delivered, with mention of postpartum complication",Abn glucose-deliv w p/p,
+64883,"Abnormal glucose tolerance of mother, antepartum condition or complication",Abn glucose-antepartum,
+64884,"Abnormal glucose tolerance of mother, postpartum condition or complication",Abn glucose-postpartum,
+64890,"Other current conditions classifiable elsewhere of mother, unspecified as to episode of care or not applicable",Oth curr cond preg-unsp,
+64891,"Other current conditions classifiable elsewhere of mother, delivered, with or without mention of antepartum condition",Oth curr cond-delivered,
+64892,"Other current conditions classifiable elsewhere of mother, delivered, with mention of postpartum complication",Oth curr cond-del w p/p,
+64893,"Other current conditions classifiable elsewhere of mother, antepartum condition or complication",Oth curr cond-antepartum,
+64894,"Other current conditions classifiable elsewhere of mother, postpartum condition or complication",Oth curr cond-postpartum,
+64900,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Tobacco use disord-unsp,
+64901,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Tobacco use disor-delliv,
+64902,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Tobacco use dis-del-p/p,
+64903,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Tobacco use dis-antepart,
+64904,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Tobacco use dis-postpart,
+64910,"Obesity complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Obesity-unspecified,
+64911,"Obesity complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Obesity-delivered,
+64912,"Obesity complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Obesity-delivered w p/p,
+64913,"Obesity complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Obesity-antepartum,
+64914,"Obesity complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Obesity-postpartum,
+64920,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Bariatric surg stat-unsp,
+64921,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Bariatric surg stat-del,
+64922,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Bariatric surg-del w p/p,
+64923,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Bariatrc surg stat-antep,
+64924,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Bariatrc surg stat w p/p,
+64930,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Coagulation def-unspec,
+64931,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Coagulation def-deliv,
+64932,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Coagulatn def-del w p/p,
+64933,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Coagulation def-antepart,
+64934,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Coagulation def-postpart,
+64940,"Epilepsy complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Epilepsy-unspecified,
+64941,"Epilepsy complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Epilepsy-delivered,
+64942,"Epilepsy complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Epilepsy-delivered w p/p,
+64943,"Epilepsy complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Epilepsy-antepartum,
+64944,"Epilepsy complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Epilepsy-postpartum,
+64950,"Spotting complicating pregnancy, unspecified as to episode of care or not applicable",Spotting-unspecified,
+64951,"Spotting complicating pregnancy, delivered, with or without mention of antepartum condition",Spotting-delivered,
+64953,"Spotting complicating pregnancy, antepartum condition or complication",Spotting-antepartum,
+64960,"Uterine size date discrepancy, unspecified as to episode of care or not applicable",Uterine size descrp-unsp,
+64961,"Uterine size date discrepancy, delivered, with or without mention of antepartum condition",Uterine size descrep-del,
+64962,"Uterine size date discrepancy, delivered, with mention of postpartum complication",Uterine size-del w p/p,
+64963,"Uterine size date discrepancy, antepartum condition or complication",Uterine size des-antepar,
+64964,"Uterine size date discrepancy, postpartum condition or complication",Uterine size descrep-p/p,
+64970,"Cervical shortening, unspecified as to episode of care or not applicable",Cervical shortening-unsp,
+64971,"Cervical shortening, delivered, with or without mention of antepartum condition",Cervical shortening-del,
+64973,"Cervical shortening, antepartum condition or complication",Cervical shortening-ante,
+64981,"Onset (spontaneous) of labor after 37 completed weeks of gestation but before 39 completed weeks gestation, with delivery by (planned) cesarean section, delivered, with or without mention of antepartum condition",Spon labr w plan C/S-del,
+64982,"Onset (spontaneous) of labor after 37 completed weeks of gestation but before 39 completed weeks gestation, with delivery by (planned) cesarean section, delivered, with mention of postpartum complication",Lbr w plan C/S-del w p/p,
+650,Normal delivery,Normal delivery,
+65100,"Twin pregnancy, unspecified as to episode of care or not applicable",Twin pregnancy-unspec,
+65101,"Twin pregnancy, delivered, with or without mention of antepartum condition",Twin pregnancy-delivered,
+65103,"Twin pregnancy, antepartum condition or complication",Twin pregnancy-antepart,
+65110,"Triplet pregnancy, unspecified as to episode of care or not applicable",Triplet pregnancy-unspec,
+65111,"Triplet pregnancy, delivered, with or without mention of antepartum condition",Triplet pregnancy-deliv,
+65113,"Triplet pregnancy, antepartum condition or complication",Triplet preg-antepartum,
+65120,"Quadruplet pregnancy, unspecified as to episode of care or not applicable",Quadruplet preg-unspec,
+65121,"Quadruplet pregnancy, delivered, with or without mention of antepartum condition",Quadruplet preg-deliver,
+65123,"Quadruplet pregnancy, antepartum condition or complication",Quadruplet preg-antepart,
+65130,"Twin pregnancy with fetal loss and retention of one fetus, unspecified as to episode of care or not applicable",Twins w fetal loss-unsp,
+65131,"Twin pregnancy with fetal loss and retention of one fetus, delivered, with or without mention of antepartum condition",Twins w fetal loss-del,
+65133,"Twin pregnancy with fetal loss and retention of one fetus, antepartum condition or complication",Twins w fetal loss-ante,
+65140,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Triplets w fet loss-unsp,
+65141,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Triplets w fet loss-del,
+65143,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Triplets w fet loss-ante,
+65150,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Quads w fetal loss-unsp,
+65151,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Quads w fetal loss-del,
+65153,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Quads w fetal loss-ante,
+65160,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Mult ges w fet loss-unsp,
+65161,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Mult ges w fet loss-del,
+65163,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Mult ges w fet loss-ante,
+65170,"Multiple gestation following (elective) fetal reduction, unspecified as to episode of care or not applicable",Mul gest-fet reduct unsp,
+65171,"Multiple gestation following (elective) fetal reduction,delivered, with or without mention of antepartum condition",Mult gest-fet reduct del,
+65173,"Multiple gestation following (elective) fetal reduction, antepartum condition or complication",Mul gest-fet reduct ante,
+65180,"Other specified multiple gestation, unspecified as to episode of care or not applicable",Multi gestat NEC-unspec,
+65181,"Other specified multiple gestation, delivered, with or without mention of antepartum condition",Multi gestat NEC-deliver,
+65183,"Other specified multiple gestation, antepartum condition or complication",Multi gest NEC-antepart,
+65190,"Unspecified multiple gestation, unspecified as to episode of care or not applicable",Multi gestat NOS-unspec,
+65191,"Unspecified multiple gestation, delivered, with or without mention of antepartum condition",Mult gestation NOS-deliv,
+65193,"Unspecified multiple gestation, antepartum condition or complication",Multi gest NOS-antepart,
+65200,"Unstable lie, unspecified as to episode of care or not applicable",Unstable lie-unspecified,
+65201,"Unstable lie, delivered, with or without mention of antepartum condition",Unstable lie-delivered,
+65203,"Unstable lie, antepartum condition or complication",Unstable lie-antepartum,
+65210,"Breech or other malpresentation successfully converted to cephalic presentation, unspecified as to episode of care or not applicable",Cephalic vers NOS-unspec,
+65211,"Breech or other malpresentation successfully converted to cephalic presentation, delivered, with or without mention of antepartum condition",Cephalic vers NOS-deliv,
+65213,"Breech or other malpresentation successfully converted to cephalic presentation, antepartum condition or complication",Cephal vers NOS-antepart,
+65220,"Breech presentation without mention of version, unspecified as to episode of care or not applicable",Breech presentat-unspec,
+65221,"Breech presentation without mention of version, delivered, with or without mention of antepartum condition",Breech presentat-deliver,
+65223,"Breech presentation without mention of version, antepartum condition or complication",Breech present-antepart,
+65230,"Transverse or oblique presentation, unspecified as to episode of care or not applicable",Transv/obliq lie-unspec,
+65231,"Transverse or oblique presentation, delivered, with or without mention of antepartum condition",Transver/obliq lie-deliv,
+65233,"Transverse or oblique presentation, antepartum condition or complication",Transv/obliq lie-antepar,
+65240,"Face or brow presentation, unspecified as to episode of care or not applicable",Face/brow present-unspec,
+65241,"Face or brow presentation, delivered, with or without mention of antepartum condition",Face/brow present-deliv,
+65243,"Face or brow presentation, antepartum condition or complication",Face/brow pres-antepart,
+65250,"High head at term, unspecified as to episode of care or not applicable",High head at term-unspec,
+65251,"High head at term, delivered, with or without mention of antepartum condition",High head at term-deliv,
+65253,"High head at term, antepartum condition or complication",High head term-antepart,
+65260,"Multiple gestation with malpresentation of one fetus or more, unspecified as to episode of care or not applicable",Mult gest malpresen-unsp,
+65261,"Multiple gestation with malpresentation of one fetus or more, delivered, with or without mention of antepartum condition",Mult gest malpres-deliv,
+65263,"Multiple gestation with malpresentation of one fetus or more, antepartum condtion or complication",Mult ges malpres-antepar,
+65270,"Prolapsed arm of fetus, unspecified as to episode of care or not applicable",Prolapsed arm-unspec,
+65271,"Prolapsed arm of fetus, delivered, with or without mention of antepartum condition",Prolapsed arm-delivered,
+65273,"Prolapsed arm of fetus, antepartum condition or complication",Prolapsed arm-antepart,
+65280,"Other specified malposition or malpresentation, unspecified as to episode of care or not applicable",Malposition NEC-unspec,
+65281,"Other specified malposition or malpresentation, delivered, with or without mention of antepartum condition",Malposition NEC-deliver,
+65283,"Other specified malposition or malpresentation, antepartum condition or complication",Malposition NEC-antepart,
+65290,"Unspecified malposition or malpresentation, unspecified as to episode of care or not applicable",Malposition NOS-unspec,
+65291,"Unspecified malposition or malpresentation, delivered, with or without mention of antepartum condition",Malposition NOS-deliver,
+65293,"Unspecified malposition or malpresentation, antepartum condition or complication",Malposition NOS-antepart,
+65300,"Major abnormality of bony pelvis, not further specified, unspecified as to episode of care or not applicable",Pelvic deform NOS-unspec,
+65301,"Major abnormality of bony pelvis, not further specified, delivered, with or without mention of antepartum condition",Pelvic deform NOS-deliv,
+65303,"Major abnormality of bony pelvis, not further specified, antepartum condition or complication",Pelv deform NOS-antepart,
+65310,"Generally contracted pelvis, unspecified as to episode of care or not applicable",Contract pelv NOS-unspec,
+65311,"Generally contracted pelvis, delivered, with or without mention of antepartum condition",Contract pelv NOS-deliv,
+65313,"Generally contracted pelvis, antepartum condition or complication",Contrac pelv NOS-antepar,
+65320,"Inlet contraction of pelvis, unspecified as to episode of care or not applicable",Inlet contraction-unspec,
+65321,"Inlet contraction of pelvis, delivered, with or without mention of antepartum condition",Inlet contraction-deliv,
+65323,"Inlet contraction of pelvis, antepartum condition or complication",Inlet contract-antepart,
+65330,"Outlet contraction of pelvis, unspecified as to episode of care or not applicable",Outlet contraction-unsp,
+65331,"Outlet contraction of pelvis, delivered, with or without mention of antepartum condition",Outlet contraction-deliv,
+65333,"Outlet contraction of pelvis, antepartum condition or complication",Outlet contract-antepart,
+65340,"Fetopelvic disproportion, unspecified as to episode of care or not applicable",Fetopelv disprop-unspec,
+65341,"Fetopelvic disproportion, delivered, with or without mention of antepartum condition",Fetopelv dispropor-deliv,
+65343,"Fetopelvic disproportion, antepartum condition or complication",Fetopel disprop-antepart,
+65350,"Unusually large fetus causing disproportion, unspecified as to episode of care or not applicable",Fetal disprop NOS-unspec,
+65351,"Unusually large fetus causing disproportion, delivered, with or without mention of antepartum condition",Fetal disprop NOS-deliv,
+65353,"Unusually large fetus causing disproportion, antepartum condition or complication",Fetal dispro NOS-antepar,
+65360,"Hydrocephalic fetus causing disproportion, unspecified as to episode of care or not applicable",Hydrocephal fetus-unspec,
+65361,"Hydrocephalic fetus causing disproportion, delivered, with or without mention of antepartum condition",Hydroceph fetus-deliver,
+65363,"Hydrocephalic fetus causing disproportion, antepartum condition or complication",Hydroceph fetus-antepart,
+65370,"Other fetal abnormality causing disproportion, unspecified as to episode of care or not applicable",Oth abn fet disprop-unsp,
+65371,"Other fetal abnormality causing disproportion, delivered, with or without mention of antepartum condition",Oth abn fet dispro-deliv,
+65373,"Other fetal abnormality causing disproportion, antepartum condition or complication",Oth abn fet dispro-antep,
+65380,"Disproportion of other origin, unspecified as to episode of care or not applicable",Disproportion NEC-unspec,
+65381,"Disproportion of other origin, delivered, with or without mention of antepartum condition",Disproportion NEC-deliv,
+65383,"Disproportion of other origin, antepartum condition or complication",Dispropor NEC-antepartum,
+65390,"Unspecified disproportion, unspecified as to episode of care or not applicable",Disproportion NOS-unspec,
+65391,"Unspecified disproportion, delivered, with or without mention of antepartum condition",Disproportion NOS-deliv,
+65393,"Unspecified disproportion, antepartum condition or complication",Dispropor NOS-antepartum,
+65400,"Congenital abnormalities of uterus, unspecified as to episode of care or not applicable",Cong abn uter preg-unsp,
+65401,"Congenital abnormalities of uterus, delivered, with or without mention of antepartum condition",Congen abn uterus-deliv,
+65402,"Congenital abnormalities of uterus, delivered, with mention of postpartum complication",Cong abn uter-del w p/p,
+65403,"Congenital abnormalities of uterus, antepartum condition or complication",Congen abn uter-antepart,
+65404,"Congenital abnormalities of uterus, postpartum condition or complication",Congen abn uter-postpart,
+65410,"Tumors of body of uterus, unspecified as to episode of care or not applicable",Uter tumor in preg-unsp,
+65411,"Tumors of body of uterus, delivered, with or without mention of antepartum condition",Uterine tumor-delivered,
+65412,"Tumors of body of uterus, delivered, with mention of postpartum complication",Uterine tumor-del w p/p,
+65413,"Tumors of body of uterus, antepartum condition or complication",Uterine tumor-antepartum,
+65414,"Tumors of body of uterus, postpartum condition or complication",Uterine tumor-postpartum,
+65420,"Previous cesarean delivery, unspecified as to episode of care or not applicable",Prev c-delivery unspec,
+65421,"Previous cesarean delivery, delivered, with or without mention of antepartum condition",Prev c-delivery-delivrd,
+65423,"Previous cesarean delivery, antepartum condition or complication",Prev c-delivery-antepart,
+65430,"Retroverted and incarcerated gravid uterus, unspecified as to episode of care or not applicable",Retrovert uterus-unspec,
+65431,"Retroverted and incarcerated gravid uterus, delivered, with mention of antepartum condition",Retrovert uterus-deliver,
+65432,"Retroverted and incarcerated gravid uterus, delivered, with mention of postpartum complication",Retrovert uter-del w p/p,
+65433,"Retroverted and incarcerated gravid uterus, antepartum condition or complication",Retrovert uter-antepart,
+65434,"Retroverted and incarcerated gravid uterus, postpartum condition or complication",Retrovert uter-postpart,
+65440,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, unspecified as to episode of care or not applicable",Abn grav uterus NEC-unsp,
+65441,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, delivered, with or without mention of antepartum condition",Abn uterus NEC-delivered,
+65442,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, delivered, with mention of postpartum complication",Abn uterus NEC-del w p/p,
+65443,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, antepartum condition or complication",Abn uterus NEC-antepart,
+65444,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, postpartum condition or complication",Abn uterus NEC-postpart,
+65450,"Cervical incompetence, unspecified as to episode of care or not applicable",Cerv incompet preg-unsp,
+65451,"Cervical incompetence, delivered, with or without mention of antepartum condition",Cervical incompet-deliv,
+65452,"Cervical incompetence, delivered, with mention of postpartum complication",Cerv incompet-del w p/p,
+65453,"Cervical incompetence, antepartum condition or complication",Cerv incompet-antepartum,
+65454,"Cervical incompetence, postpartum condition or complication",Cerv incompet-postpartum,
+65460,"Other congenital or acquired abnormality of cervix, unspecified as to episode of care or not applicable",Abn cervix NEC preg-unsp,
+65461,"Other congenital or acquired abnormality of cervix, delivered, with or without mention of antepartum condition",Abn cervix NEC-delivered,
+65462,"Other congenital or acquired abnormality of cervix, delivered, with mention of postpartum complication",Abn cervix NEC-del w p/p,
+65463,"Other congenital or acquired abnormality of cervix, antepartum condition or complication",Abn cervix NEC-antepart,
+65464,"Other congenital or acquired abnormality of cervix, postpartum condition or complication",Abn cervix NEC-postpart,
+65470,"Congenital or acquired abnormality of vagina, unspecified as to episode of care or not applicable",Abn vagina in preg-unsp,
+65471,"Congenital or acquired abnormality of vagina, delivered, with or without mention of antepartum condition",Abnorm vagina-delivered,
+65472,"Congenital or acquired abnormality of vagina, delivered, with mention of postpartum complication",Abnorm vagina-del w p/p,
+65473,"Congenital or acquired abnormality of vagina, antepartum condition or complication",Abnorm vagina-antepartum,
+65474,"Congenital or acquired abnormality of vagina, postpartum condition or complication",Abnorm vagina-postpartum,
+65480,"Congenital or acquired abnormality of vulva, unspecified as to episode of care or not applicable",Abn vulva in preg-unspec,
+65481,"Congenital or acquired abnormality of vulva, delivered, with or without mention of antepartum condition",Abnormal vulva-delivered,
+65482,"Congenital or acquired abnormality of vulva, delivered, with mention of postpartum complication",Abnormal vulva-del w p/p,
+65483,"Congenital or acquired abnormality of vulva, antepartum condition or complication",Abnormal vulva-antepart,
+65484,"Congenital or acquired abnormality of vulva, postpartum condition or complication",Abnormal vulva-postpart,
+65490,"Other and unspecified abnormality of organs and soft tissues of pelvis, unspecified as to episode of care or not applicable",Abn pel NEC in preg-unsp,
+65491,"Other and unspecified abnormality of organs and soft tissues of pelvis, delivered, with or without mention of antepartum condition",Abn pelv org NEC-deliver,
+65492,"Other and unspecified abnormality of organs and soft tissues of pelvis, delivered, with mention of postpartum complication",Abn pelv NEC-deliv w p/p,
+65493,"Other and unspecified abnormality of organs and soft tissues of pelvis, antepartum condition or complication",Abn pelv org NEC-antepar,
+65494,"Other and unspecified abnormality of organs and soft tissues of pelvis, postpartum condition or complication",Abn pelv org NEC-postpar,
+65500,"Central nervous system malformation in fetus, unspecified as to episode of care or not applicable",Fetal cns malform-unspec,
+65501,"Central nervous system malformation in fetus, delivered, with or without mention of antepartum condition",Fetal cns malform-deliv,
+65503,"Central nervous system malformation in fetus, antepartum condition or complication",Fetal cns malfor-antepar,
+65510,"Chromosomal abnormality in fetus, affecting management of mother, unspecified as to episode of care or not applicable",Fetal chromos abn-unspec,
+65511,"Chromosomal abnormality in fetus, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal chromoso abn-deliv,
+65513,"Chromosomal abnormality in fetus, affecting management of mother, antepartum condition or complication",Fet chromo abn-antepart,
+65520,"Hereditary disease in family possibly affecting fetus, affecting management of mother, unspecified as to episode of care or not applicable",Famil heredit dis-unspec,
+65521,"Hereditary disease in family possibly affecting fetus, affecting management of mother, delivered, with or without mention of antepartum condition",Famil heredit dis-deliv,
+65523,"Hereditary disease in family possibly affecting fetus, affecting management of mother, antepartum condition or complication",Famil hered dis-antepart,
+65530,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, unspecified as to episode of care or not applicable",Fet damg d/t virus-unsp,
+65531,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damg d/t virus-deliv,
+65533,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, antepartum condition or complication",Fet damg d/t virus-antep,
+65540,"Suspected damage to fetus from other disease in the mother, affecting management of mother, unspecified as to episode of care or not applicable",Fet damg d/t dis-unspec,
+65541,"Suspected damage to fetus from other disease in the mother, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damg d/t dis-deliver,
+65543,"Suspected damage to fetus from other disease in the mother, affecting management of mother, antepartum condition or complication",Fet damg d/t dis-antepar,
+65550,"Suspected damage to fetus from drugs, affecting management of mother, unspecified as to episode of care or not applicable",Fetal damg d/t drug-unsp,
+65551,"Suspected damage to fetus from drugs, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damag d/t drug-deliv,
+65553,"Suspected damage to fetus from drugs, affecting management of mother, antepartum condition or complication",Fet damg d/t drug-antepa,
+65560,"Suspected damage to fetus from radiation, affecting management of mother, unspecified as to episode of care or not applicable",Radiat fetal damag-unsp,
+65561,"Suspected damage to fetus from radiation, affecting management of mother, delivered,",Radiat fetal damag-deliv,
+65563,"Suspected damage to fetus from radiation, affecting management of mother, antepartum condition or complication",Radiat fet damag-antepar,
+65570,"Decreased fetal movements, affecting management of mother, unspecified as to episode of care",Decrease fetl movmt unsp,
+65571,"Decreased fetal movements, affecting management of mother, delivered, with or without mention of antepartum condition",Decrease fetal movmt del,
+65573,"Decreased fetal movements, affecting management of mother, antepartum condition or complication",Dec fetal movmt antepart,
+65580,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, unspecified as to episode of care or not applicable",Fetal abnorm NEC-unspec,
+65581,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal abnorm NEC-deliver,
+65583,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, antepartum condition or complication",Fetal abnorm NEC-antepar,
+65590,"Unspecified suspected fetal abnormality, affecting management of mother, unspecified as to episode of care or not applicable",Fetal abnorm NOS-unspec,
+65591,"Unspecified suspected fetal abnormality, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal abnorm NOS-deliver,
+65593,"Unspecified suspected fetal abnormality, affecting management of mother, antepartum condition or complication",Fetal abnorm NOS-antepar,
+65600,"Fetal-maternal hemorrhage, unspecified as to episode of care or not applicable",Fetal-maternal hem-unsp,
+65601,"Fetal-maternal hemorrhage, delivered, with or without mention of antepartum condition",Fetal-maternal hem-deliv,
+65603,"Fetal-maternal hemorrhage, antepartum condition or complication",Fetal-matern hem-antepar,
+65610,"Rhesus isoimmunization, unspecified as to episode of care or not applicable",Rh isoimmunization-unsp,
+65611,"Rhesus isoimmunization, delivered, with or without mention of antepartum condition",Rh isoimmunizat-deliver,
+65613,"Rhesus isoimmunization, antepartum condition or complication",Rh isoimmunizat-antepart,
+65620,"Isoimmunization from other and unspecified blood-group incompatibility, unspecified as to episode of care or not applicable",Abo isoimmunization-unsp,
+65621,"Isoimmunization from other and unspecified blood-group incompatibility, delivered, with or without mention of antepartum condition",Abo isoimmunizat-deliver,
+65623,"Isoimmunization from other and unspecified blood-group incompatibility, antepartum condition or complication",Abo isoimmunizat-antepar,
+65630,"Fetal distress, affecting management of mother, unspecified as to episode of care or not applicable",Fetal distress-unspec,
+65631,"Fetal distress, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal distress-delivered,
+65633,"Fetal distress, affecting management of mother, antepartum condition or complication",Fetal distress-antepart,
+65640,"Intrauterine death, affecting management of mother, unspecified as to episode of care or not applicable",Intrauterine death-unsp,
+65641,"Intrauterine death, affecting management of mother, delivered, with or without mention of antepartum condition",Intrauter death-deliver,
+65643,"Intrauterine death, affecting management of mother, antepartum condition or complication",Intrauter death-antepart,
+65650,"Poor fetal growth, affecting management of mother, unspecified as to episode of care or not applicable",Poor fetal growth-unspec,
+65651,"Poor fetal growth, affecting management of mother, delivered, with or without mention of antepartum condition",Poor fetal growth-deliv,
+65653,"Poor fetal growth, affecting management of mother, antepartum condition or complication",Poor fetal grth-antepart,
+65660,"Excessive fetal growth, affecting management of mother, unspecified as to episode of care or not applicable",Excess fetal grth-unspec,
+65661,"Excessive fetal growth, affecting management of mother, delivered, with or without mention of antepartum condition",Excess fetal grth-deliv,
+65663,"Excessive fetal growth, affecting management of mother, antepartum condition or complication",Excess fet grth-antepart,
+65670,"Other placental conditions, affecting management of mother, unspecified as to episode of care or not applicable",Oth placent cond-unspec,
+65671,"Other placental conditions, affecting management of mother, delivered, with or without mention of antepartum condition",Oth placent cond-deliver,
+65673,"Other placental conditions, affecting management of mother, antepartum condition or complication",Oth placent cond-antepar,
+65680,"Other specified fetal and placental problems, affecting management of mother, unspecified as to episode of care or not applicable",Fet/plac prob NEC-unspec,
+65681,"Other specified fetal and placental problems, affecting management of mother, delivered, with or without mention of antepartum condition",Fet/plac prob NEC-deliv,
+65683,"Other specified fetal and placental problems, affecting management of mother, antepartum condition or complication",Fet/plac prob NEC-antepa,
+65690,"Unspecified fetal and placental problem, affecting management of mother, unspecified as to episode of care or not applicable",Fet/plac prob NOS-unspec,
+65691,"Unspecified fetal and placental problem, affecting management of mother, delivered, with or without mention of antepartum condition",Fet/plac prob NOS-deliv,
+65693,"Unspecified fetal and placental problem, affecting management of mother, antepartum condition or complication",Fet/plac prob NOS-antepa,
+65700,"Polyhydramnios, unspecified as to episode of care or not applicable",Polyhydramnios-unspec,
+65701,"Polyhydramnios, delivered, with or without mention of antepartum condition",Polyhydramnios-delivered,
+65703,"Polyhydramnios, antepartum condition or complication",Polyhydramnios-antepart,
+65800,"Oligohydramnios, unspecified as to episode of care or not applicable",Oligohydramnios-unspec,
+65801,"Oligohydramnios, delivered, with or without mention of antepartum condition",Oligohydramnios-deliver,
+65803,"Oligohydramnios, antepartum condition or complication",Oligohydramnios-antepar,
+65810,"Premature rupture of membranes, unspecified as to episode of care or not applicable",Prem rupt membran-unspec,
+65811,"Premature rupture of membranes, delivered, with or without mention of antepartum condition",Prem rupt membran-deliv,
+65813,"Premature rupture of membranes, antepartum condition or complication",Prem rupt memb-antepart,
+65820,"Delayed delivery after spontaneous or unspecified rupture of membranes, unspecified as to episode of care or not applicable",Prolong rupt memb-unspec,
+65821,"Delayed delivery after spontaneous or unspecified rupture of membranes, delivered, with or without mention of antepartum condition",Prolong rupt memb-deliv,
+65823,"Delayed delivery after spontaneous or unspecified rupture of membranes, antepartum condition or complication",Prolong rup memb-antepar,
+65830,"Delayed delivery after artificial rupture of membranes, unspecified as to episode of care or not applicable",Artific rupt membr-unsp,
+65831,"Delayed delivery after artificial rupture of membranes, delivered, with or without mention of antepartum condition",Artific rupt membr-deliv,
+65833,"Delayed delivery after artificial rupture of membranes, antepartum condition or complication",Artif rupt memb-antepart,
+65840,"Infection of amniotic cavity, unspecified as to episode of care or not applicable",Amniotic infection-unsp,
+65841,"Infection of amniotic cavity, delivered, with or without mention of antepartum condition",Amniotic infection-deliv,
+65843,"Infection of amniotic cavity, antepartum condition or complication",Amniotic infect-antepart,
+65880,"Other problems associated with amniotic cavity and membranes, unspecified as to episode of care or not applicable",Amniotic prob NEC-unspec,
+65881,"Other problems associated with amniotic cavity and membranes, delivered, with or without mention of antepartum condition",Amniotic prob NEC-deliv,
+65883,"Other problems associated with amniotic cavity and membranes, antepartum",Amnion prob NEC-antepart,
+65890,"Unspecified problem associated with amniotic cavity and membranes, unspecified as to episode of care or not applicable",Amniotic prob NOS-unspec,
+65891,"Unspecified problem associated with amniotic cavity and membranes, delivered, with or without mention of antepartum condition",Amniotic prob NOS-deliv,
+65893,"Unspecified problem associated with amniotic cavity and membranes, antepartum condition or complication",Amnion prob NOS-antepart,
+65900,"Failed mechanical induction of labor, unspecified as to episode of care or not applicable",Fail mechan induct-unsp,
+65901,"Failed mechanical induction of labor, delivered, with or without mention of antepartum condition",Fail mech induct-deliver,
+65903,"Failed mechanical induction of labor, antepartum condition or complication",Fail mech induct-antepar,
+65910,"Failed medical or unspecified induction of labor, unspecified as to episode of care or not applicable",Fail induction NOS-unsp,
+65911,"Failed medical or unspecified induction of labor, delivered, with or without mention of antepartum condition",Fail induction NOS-deliv,
+65913,"Failed medical or unspecified induction of labor, antepartum condition or complication",Fail induct NOS-antepart,
+65920,"Maternal pyrexia during labor, unspecified, unspecified as to episode of care or not applicable",Pyrexia in labor-unspec,
+65921,"Maternal pyrexia during labor, unspecified, delivered, with or without mention of antepartum condition",Pyrexia in labor-deliver,
+65923,"Maternal pyrexia during labor, unspecified, antepartum condition or complication",Pyrexia in labor-antepar,
+65930,"Generalized infection during labor, unspecified as to episode of care or not applicable",Septicemia in labor-unsp,
+65931,"Generalized infection during labor, delivered, with or without mention of antepartum condition",Septicem in labor-deliv,
+65933,"Generalized infection during labor, antepartum condition or complication",Septicem in labor-antepa,
+65940,"Grand multiparity, unspecified as to episode of care or not applicable",Grand multiparity-unspec,
+65941,"Grand multiparity, delivered, with or without mention of antepartum condition",Grand multiparity-deliv,
+65943,"Grand multiparity, antepartum condition or complication",Grand multiparity-antepa,
+65950,"Elderly primigravida, unspecified as to episode of care or not applicable",Elderly primigravid-unsp,
+65951,"Elderly primigravida, delivered, with or without mention of antepartum condition",Elderly primigravida-del,
+65953,"Elderly primigravida, antepartum condition or complication",Elder primigravid-antepa,
+65960,"Elderly multigravida, unspecified as to episode of care or not applicable",Elderly multigravida-uns,
+65961,"Elderly multigravida, delivered with or without mention of antepartum condition",Elderly multigravida-del,
+65963,"Elderly multigravida, antepartum condition or complication",Elderly multigravd-antep,
+65970,"Abnormality in fetal heart rate or rhythm, unspecified as to episode of care or not applicable",Abn ftl hrt rate/rhy-uns,
+65971,"Abnormality in fetal heart rate or rhythm, delivered, with or without mention of antepartum condition",Abn ftl hrt rate/rhy-del,
+65973,"Abnormality in fetal heart rate or rhythm, antepartum condition or complication",Abn ftl hrt rate/rhy-ant,
+65980,"Other specified indications for care or intervention related to labor and delivery, unspecified as to episode of care or not applicable",Complic labor NEC-unsp,
+65981,"Other specified indications for care or intervention related to labor and delivery, delivered, with or without mention of antepartum condition",Complic labor NEC-deliv,
+65983,"Other specified indications for care or intervention related to labor and delivery, antepartum condition or complication",Compl labor NEC-antepart,
+65990,"Unspecified indication for care or intervention related to labor and delivery, unspecified as to episode of care or not applicable",Complic labor NOS-unsp,
+65991,"Unspecified indication for care or intervention related to labor and delivery, delivered, with or without mention of antepartum condition",Complic labor NOS-deliv,
+65993,"Unspecified indication for care or intervention related to labor and delivery, antepartum condition or complication",Compl labor NOS-antepart,
+66000,"Obstruction caused by malposition of fetus at onset of labor, unspecified as to episode of care or not applicable",Obstruct/fet malpos-unsp,
+66001,"Obstruction caused by malposition of fetus at onset of labor, delivered, with or without mention of antepartum condition",Obstruc/fet malpos-deliv,
+66003,"Obstruction caused by malposition of fetus at onset of labor, antepartum condition or complication",Obstruc/fet malpos-antep,
+66010,"Obstruction by bony pelvis during labor, unspecified as to episode of care or not applicable",Bony pelv obstruc-unspec,
+66011,"Obstruction by bony pelvis during labor, delivered, with or without mention of antepartum condition",Bony pelv obstruct-deliv,
+66013,"Obstruction by bony pelvis during labor, antepartum condition or complication",Bony pelv obstruc-antepa,
+66020,"Obstruction by abnormal pelvic soft tissues during labor, unspecified as to episode of care or not applicable",Abn pelv tiss obstr-unsp,
+66021,"Obstruction by abnormal pelvic soft tissues during labor, delivered, with or without mention of antepartum condition",Abn pelv tis obstr-deliv,
+66023,"Obstruction by abnormal pelvic soft tissues during labor, antepartum condition or complication",Abn pelv tis obstr-antep,
+66030,"Deep transverse arrest and persistent occipitoposterior position, unspecified as to episode of care or not applicable",Persist occipitpost-unsp,
+66031,"Deep transverse arrest and persistent occipitoposterior position, delivered, with or without mention of antepartum condition",Persist occiptpost-deliv,
+66033,"Deep transverse arrest and persistent occipitoposterior position, antepartum condition or complication",Persist occiptpost-antep,
+66040,"Shoulder (girdle) dystocia, unspecified as to episode of care or not applicable",Shoulder dystocia-unspec,
+66041,"Shoulder (girdle) dystocia, delivered, with or without mention of antepartum condition",Shoulder dystocia-deliv,
+66043,"Shoulder (girdle) dystocia, antepartum condition or complication",Shoulder dystocia-antepa,
+66050,"Locked twins, unspecified as to episode of care or not applicable",Locked twins-unspecified,
+66051,"Locked twins, delivered, with or without mention of antepartum condition",Locked twins-delivered,
+66053,"Locked twins, antepartum condition or complication",Locked twins-antepartum,
+66060,"Unspecified failed trial of labor, unspecified as to episode of care or not applicable",Fail trial lab NOS-unsp,
+66061,"Unspecified failed trial of labor, delivered, with or without mention of antepartum condition",Fail trial lab NOS-deliv,
+66063,"Unspecified failed trial of labor, antepartum condition or complication",Fail trial lab NOS-antep,
+66070,"Failed forceps or vacuum extractor, unspecified, unspecified as to episode of care or not applicable",Failed forcep NOS-unspec,
+66071,"Failed forceps or vacuum extractor, unspecified, delivered, with or without mention of antepartum condition",Failed forceps NOS-deliv,
+66073,"Failed forceps or vacuum extractor, unspecified, antepartum condition or complication",Fail forceps NOS-antepar,
+66080,"Other causes of obstructed labor, unspecified as to episode of care or not applicable",Obstruc labor NEC-unspec,
+66081,"Other causes of obstructed labor, delivered, with or without mention of antepartum condition",Obstruct labor NEC-deliv,
+66083,"Other causes of obstructed labor, antepartum condition or complication",Obstruc labor NEC-antepa,
+66090,"Unspecified obstructed labor, unspecified as to episode of care or not applicable",Obstruc labor NOS-unspec,
+66091,"Unspecified obstructed labor, delivered, with or without mention of antepartum condition",Obstruct labor NOS-deliv,
+66093,"Unspecified obstructed labor, antepartum condition or complication",Obstruc labor NOS-antepa,
+66100,"Primary uterine inertia, unspecified as to episode of care or not applicable",Prim uterine inert-unsp,
+66101,"Primary uterine inertia, delivered, with or without mention of antepartum condition",Prim uterine inert-deliv,
+66103,"Primary uterine inertia, antepartum condition or complication",Prim uter inert-antepart,
+66110,"Secondary uterine inertia, unspecified as to episode of care or not applicable",Sec uterine inert-unspec,
+66111,"Secondary uterine inertia, delivered, with or without mention of antepartum condition",Sec uterine inert-deliv,
+66113,"Secondary uterine inertia, antepartum condition or complication",Sec uterine inert-antepa,
+66120,"Other and unspecified uterine inertia, unspecified as to episode of care or not applicable",Uterine inertia NEC-unsp,
+66121,"Other and unspecified uterine inertia, delivered, with or without mention of antepartum condition",Uterine inert NEC-deliv,
+66123,"Other and unspecified uterine inertia, antepartum condition or complication",Uterine inert NEC-antepa,
+66130,"Precipitate labor, unspecified as to episode of care or not applicable",Precipitate labor-unspec,
+66131,"Precipitate labor, delivered, with or without mention of antepartum condition",Precipitate labor-deliv,
+66133,"Precipitate labor, antepartum condition or complication",Precipitate labor-antepa,
+66140,"Hypertonic, incoordinate, or prolonged uterine contractions, unspecified as to episode of care or not applicable",Uter dystocia NOS-unspec,
+66141,"Hypertonic, incoordinate, or prolonged uterine contractions, delivered, with or without mention of antepartum condition",Uter dystocia NOS-deliv,
+66143,"Hypertonic, incoordinate, or prolonged uterine contractions, antepartum condition or complication",Uter dystocia NOS-antepa,
+66190,"Unspecified abnormality of labor, unspecified as to episode of care or not applicable",Abnormal labor NOS-unsp,
+66191,"Unspecified abnormality of labor, delivered, with or without mention of antepartum condition",Abnormal labor NOS-deliv,
+66193,"Unspecified abnormality of labor, antepartum condition or complication",Abnorm labor NOS-antepar,
+66200,"Prolonged first stage of labor, unspecified as to episode of care or not applicable",Prolonged 1st stage-unsp,
+66201,"Prolonged first stage of labor, delivered, with or without mention of antepartum condition",Prolong 1st stage-deliv,
+66203,"Prolonged first stage of labor, antepartum condition or complication",Prolong 1st stage-antepa,
+66210,"Unspecified prolonged labor, unspecified as to episode of care or not applicable",Prolonged labor NOS-unsp,
+66211,"Unspecified prolonged labor, delivered, with or without mention of antepartum condition",Prolong labor NOS-deliv,
+66213,"Unspecified prolonged labor, antepartum condition or complication",Prolong labor NOS-antepa,
+66220,"Prolonged second stage of labor, unspecified as to episode of care or not applicable",Prolonged 2nd stage-unsp,
+66221,"Prolonged second stage of labor, delivered, with or without mention of antepartum condition",Prolong 2nd stage-deliv,
+66223,"Prolonged second stage of labor, antepartum condition or complication",Prolong 2nd stage-antepa,
+66230,"Delayed delivery of second twin, triplet, etc., unspecified as to episode of care or not applicable",Delay del 2nd twin-unsp,
+66231,"Delayed delivery of second twin, triplet, etc., delivered, with or without mention of antepartum condition",Delay del 2nd twin-deliv,
+66233,"Delayed delivery of second twin, triplet, etc., antepartum condition or complication",Delay del 2 twin-antepar,
+66300,"Prolapse of cord complicating labor and delivery, unspecified as to episode of care or not applicable",Cord prolapse-unspec,
+66301,"Prolapse of cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord prolapse-delivered,
+66303,"Prolapse of cord complicating labor and delivery, antepartum condition or complication",Cord prolapse-antepartum,
+66310,"Cord around neck with compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord around neck-unspec,
+66311,"Cord around neck, with compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord around neck-deliver,
+66313,"Cord around neck, with compression, complicating labor and delivery, antepartum condition or complication",Cord around neck-antepar,
+66320,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord compress NEC-unspec,
+66321,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord compress NEC-deliv,
+66323,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, antepartum condition or complication",Cord compres NEC-antepar,
+66330,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord entangle NEC-unspec,
+66331,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord entangle NEC-deliv,
+66333,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, antepartum condition or complication",Cord entangl NEC-antepar,
+66340,"Short cord complicating labor and delivery, unspecified as to episode of care or not applicable",Short cord-unspecified,
+66341,"Short cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Short cord-delivered,
+66343,"Short cord complicating labor and delivery, antepartum condition or complication",Short cord-antepartum,
+66350,"Vasa previa complicating labor and delivery, unspecified as to episode of care or not applicable",Vasa previa-unspecified,
+66351,"Vasa previa complicating labor and delivery, delivered, with or without mention of antepartum condition",Vasa previa-delivered,
+66353,"Vasa previa complicating labor and delivery, antepartum condition or complication",Vasa previa-antepartum,
+66360,"Vascular lesions of cord complicating labor and delivery, unspecified as to episode of care or not applicable",Vasc lesion cord-unspec,
+66361,"Vascular lesions of cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Vasc lesion cord-deliver,
+66363,"Vascular lesions of cord complicating labor and delivery, antepartum condition or complication",Vasc lesion cord-antepar,
+66380,"Other umbilical cord complications complicating labor and delivery, unspecified as to episode of care or not applicable",Cord complicat NEC-unsp,
+66381,"Other umbilical cord complications complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord complicat NEC-deliv,
+66383,"Other umbilical cord complications complicating labor and delivery, antepartum condition or complication",Cord compl NEC-antepart,
+66390,"Unspecified umbilical cord complication complicating labor and delivery, unspecified as to episode of care or not applicable",Cord complicat NOS-unsp,
+66391,"Unspecified umbilical cord complication complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord complicat NOS-deliv,
+66393,"Unspecified umbilical cord complication complicating labor and delivery, antepartum condition or complication",Cord compl NOS-antepart,
+66400,"First-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 1 deg lacerat-unsp,
+66401,"First-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 1 deg lacerat-del,
+66404,"First-degree perineal laceration, postpartum condition or complication",Del w 1 deg lac-postpart,
+66410,"Second-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 2 deg lacerat-unsp,
+66411,"Second-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 2 deg lacerat-del,
+66414,"Second-degree perineal laceration, postpartum condition or complication",Del w 2 deg lac-postpart,
+66420,"Third-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 3 deg lacerat-unsp,
+66421,"Third-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 3 deg lacerat-del,
+66424,"Third-degree perineal laceration, postpartum condition or complication",Del w 3 deg lac-postpart,
+66430,"Fourth-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 4 deg lacerat-unsp,
+66431,"Fourth-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 4 deg lacerat-del,
+66434,"Fourth-degree perineal laceration, postpartum condition or complication",Del w 4 deg lac-postpart,
+66440,"Unspecified perineal laceration, unspecified as to episode of care or not applicable",Ob perineal lac NOS-unsp,
+66441,"Unspecified perineal laceration, delivered, with or without mention of antepartum condition",Ob perineal lac NOS-del,
+66444,"Unspecified perineal laceration, postpartum condition or complication",Perineal lac NOS-postpar,
+66450,"Vulvar and perineal hematoma, unspecified as to episode of care or not applicable",Ob perineal hematom-unsp,
+66451,"Vulvar and perineal hematoma, delivered, with or without mention of antepartum condition",Ob perineal hematoma-del,
+66454,"Vulvar and perineal hematoma, postpartum condition or complication",Perin hematoma-postpart,
+66460,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, unspecified as to episode of care or not applicable",Anal sphincter tear NOS,
+66461,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, delivered, with or without mention of antepartum condition",Anal sphincter tear-del,
+66464,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, postpartum condition or complication",Anal sphinctr tear w p/p,
+66480,"Other specified trauma to perineum and vulva, unspecified as to episode of care or not applicable",Ob perin traum NEC-unsp,
+66481,"Other specified trauma to perineum and vulva, delivered, with or without mention of antepartum condition",Ob perineal trau NEC-del,
+66484,"Other specified trauma to perineum and vulva, postpartum condition or complication",Perin traum NEC-postpart,
+66490,"Unspecified trauma to perineum and vulva, unspecified as to episode of care or not applicable",Ob perin traum NOS-unsp,
+66491,"Unspecified trauma to perineum and vulva, delivered, with or without mention of antepartum condition",Ob perineal trau NOS-del,
+66494,"Unspecified trauma to perineum and vulva, postpartum condition or complication",Perin traum NOS-postpart,
+66500,"Rupture of uterus before onset of labor, unspecified as to episode of care or not applicable",Prelabor rupt uter-unsp,
+66501,"Rupture of uterus before onset of labor, delivered, with or without mention of antepartum condition",Prelabor rupt uterus-del,
+66503,"Rupture of uterus before onset of labor, antepartum condition or complication",Prelab rupt uter-antepar,
+66510,"Rupture of uterus during labor, unspecified as to episode of care or not applicable",Rupture uterus NOS-unsp,
+66511,"Rupture of uterus during labor, delivered, with or without mention of antepartum condition",Rupture uterus NOS-deliv,
+66520,"Inversion of uterus, unspecified as to episode of care or not applicable",Inversion of uterus-unsp,
+66522,"Inversion of uterus, delivered, with mention of postpartum complication",Invers uterus-del w p/p,
+66524,"Inversion of uterus, postpartum condition or complication",Invers uterus-postpart,
+66530,"Laceration of cervix, unspecified as to episode of care or not applicable",Lacerat of cervix-unspec,
+66531,"Laceration of cervix, delivered, with or without mention of antepartum condition",Lacerat of cervix-deliv,
+66534,"Laceration of cervix, postpartum condition or complication",Lacer of cervix-postpart,
+66540,"High vaginal laceration, unspecified as to episode of care or not applicable",High vaginal lacer-unsp,
+66541,"High vaginal laceration, delivered, with or without mention of antepartum condition",High vaginal lacer-deliv,
+66544,"High vaginal laceration, postpartum condition or complication",High vaginal lac-postpar,
+66550,"Other injury to pelvic organs, unspecified as to episode of care or not applicable",Ob inj pelv org NEC-unsp,
+66551,"Other injury to pelvic organs, delivered, with or without mention of antepartum condition",Ob inj pelv org NEC-del,
+66554,"Other injury to pelvic organs, postpartum condition or complication",Inj pelv org NEC-postpar,
+66560,"Damage to pelvic joints and ligaments, unspecified as to episode of care or not applicable",Damage to pelvic jt-unsp,
+66561,"Damage to pelvic joints and ligaments, delivered, with or without mention of antepartum condition",Damage to pelvic jt-del,
+66564,"Damage to pelvic joints and ligaments, postpartum condition or complication",Damage pelvic jt-postpar,
+66570,"Pelvic hematoma, unspecified as to episode of care or not applicable",Ob pelvic hematoma-unsp,
+66571,"Pelvic hematoma, delivered, with or without mention of antepartum condition",Ob pelvic hematoma-deliv,
+66572,"Pelvic hematoma, delivered with mention of postpartum complication",Pelvic hematom-del w pp,
+66574,"Pelvic hematoma, postpartum condition or complication",Pelvic hematoma-postpart,
+66580,"Other specified obstetrical trauma, unspecified as to episode of care or not applicable",Ob trauma NEC-unspec,
+66581,"Other specified obstetrical trauma, delivered, with or without mention of antepartum condition",Ob trauma NEC-delivered,
+66582,"Other specified obstetrical trauma, delivered, with mention of postpartum complication",Ob trauma NEC-del w p/p,
+66583,"Other specified obstetrical trauma, antepartum condition or complication",Ob trauma NEC-antepartum,
+66584,"Other specified obstetrical trauma, postpartum condition or complication",Ob trauma NEC-postpartum,
+66590,"Unspecified obstetrical trauma, unspecified as to episode of care or not applicable",Ob trauma NOS-unspec,
+66591,"Unspecified obstetrical trauma, delivered, with or without mention of antepartum condition",Ob trauma NOS-delivered,
+66592,"Unspecified obstetrical trauma, delivered, with mention of postpartum complication",Ob trauma NOS-del w p/p,
+66593,"Unspecified obstetrical trauma, antepartum condition or complication",Ob trauma NOS-antepartum,
+66594,"Unspecified obstetrical trauma, postpartum condition or complication",Ob trauma NOS-postpartum,
+66600,"Third-stage postpartum hemorrhage, unspecified as to episode of care or not applicable",Third-stage hem-unspec,
+66602,"Third-stage postpartum hemorrhage, delivered, with mention of postpartum complication",Thrd-stage hem-del w p/p,
+66604,"Third-stage postpartum hemorrhage, postpartum condition or complication",Third-stage hem-postpart,
+66610,"Other immediate postpartum hemorrhage, unspecified as to episode of care or not applicable",Postpartum hem NEC-unsp,
+66612,"Other immediate postpartum hemorrhage, delivered, with mention of postpartum complication",Postpa hem NEC-del w p/p,
+66614,"Other immediate postpartum hemorrhage, postpartum condition or complication",Postpart hem NEC-postpar,
+66620,"Delayed and secondary postpartum hemorrhage, unspecified as to episode of care or not applicable",Delay p/part hem-unspec,
+66622,"Delayed and secondary postpartum hemorrhage, delivered, with mention of postpartum complication",Delay p/p hem-del w p/p,
+66624,"Delayed and secondary postpartum hemorrhage, postpartum condition or complication",Delay p/part hem-postpar,
+66630,"Postpartum coagulation defects, unspecified as to episode of care or not applicable",Postpart coagul def-unsp,
+66632,"Postpartum coagulation defects, delivered, with mention of postpartum complication",P/p coag def-del w p/p,
+66634,"Postpartum coagulation defects, postpartum condition or complication",Postpart coag def-postpa,
+66700,"Retained placenta without hemorrhage, unspecified as to episode of care or not applicable",Retain placenta NOS-unsp,
+66702,"Retained placenta without hemorrhage, delivered, with mention of postpartum complication",Retnd plac NOS-del w p/p,
+66704,"Retained placenta without hemorrhage, postpartum condition or complication",Retain plac NOS-postpart,
+66710,"Retained portions of placenta or membranes, without hemorrhage, unspecified as to episode of care or not applicable",Retain prod concept-unsp,
+66712,"Retained portions of placenta or membranes, without hemorrhage, delivered, with mention of postpartum complication",Ret prod conc-del w p/p,
+66714,"Retained portions of placenta or membranes, without hemorrhage, postpartum condition or complication",Ret prod concept-postpar,
+66800,"Pulmonary complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Pulm compl in del-unspec,
+66801,"Pulmonary complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Pulm compl in del-deliv,
+66802,"Pulmonary complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Pulm complic-del w p/p,
+66803,"Pulmonary complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Pulm complicat-antepart,
+66804,"Pulmonary complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Pulm complicat-postpart,
+66810,"Cardiac complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Heart compl in del-unsp,
+66811,"Cardiac complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Heart compl in del-deliv,
+66812,"Cardiac complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Heart compl-del w p/p,
+66813,"Cardiac complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Heart complic-antepart,
+66814,"Cardiac complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Heart complic-postpart,
+66820,"Central nervous system complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Cns compl labor/del-unsp,
+66821,"Central nervous system complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Cns compl lab/del-deliv,
+66822,"Central nervous system complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Cns complic-del w p/p,
+66823,"Central nervous system complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Cns compl in del-antepar,
+66824,"Central nervous system complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Cns compl in del-postpar,
+66880,"Other complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Anesth comp del NEC-unsp,
+66881,"Other complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Anesth compl NEC-deliver,
+66882,"Other complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Anesth compl NEC-del p/p,
+66883,"Other complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Anesth compl antepartum,
+66884,"Other complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Anesth compl-postpartum,
+66890,"Unspecified complication of anesthesia and other sedation in labor and delivery, unspecified as to episode of care or not applicable",Anesth comp del NOS-unsp,
+66891,"Unspecified complication of anesthesia and other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Anesth compl NOS-deliver,
+66892,"Unspecified complication of anesthesia and other sedation in labor and delivery, delivered, with mention of postpartum complication",Anesth compl NOS-del p/p,
+66893,"Unspecified complication of anesthesia and other sedation in labor and delivery, antepartum condition or complication",Anesth compl-antepartum,
+66894,"Unspecified complication of anesthesia and other sedation in labor and delivery, postpartum condition or complication",Anesth compl-postpartum,
+66900,"Maternal distress complicating labor and delivery, unspecified as to episode of care or not applicable",Maternal distress-unspec,
+66901,"Maternal distress complicating labor and delivery, delivered, with or without mention of antepartum condition",Maternal distress-deliv,
+66902,"Maternal distress complicating labor and delivery, delivered, with mention of postpartum complication",Matern distres-del w p/p,
+66903,"Maternal distress complicating labor and delivery, antepartum condition or complication",Matern distress-antepar,
+66904,"Maternal distress complicating labor and delivery, postpartum condition or complication",Matern distress-postpart,
+66910,"Shock during or following labor and delivery, unspecified as to episode of care or not applicable",Obstetric shock-unspec,
+66911,"Shock during or following labor and delivery, delivered, with or without mention of antepartum condition",Obstetric shock-deliver,
+66912,"Shock during or following labor and delivery, delivered, with mention of postpartum complication",Obstet shock-deliv w p/p,
+66913,"Shock during or following labor and delivery, antepartum condition or complication",Obstetric shock-antepar,
+66914,"Shock during or following labor and delivery, postpartum condition or complication",Obstetric shock-postpart,
+66920,"Maternal hypotension syndrome, unspecified as to episode of care or not applicable",Matern hypotens syn-unsp,
+66921,"Maternal hypotension syndrome, delivered, with or without mention of antepartum condition",Matern hypoten syn-deliv,
+66922,"Maternal hypotension syndrome, delivered, with mention of postpartum complication",Matern hypoten-del w p/p,
+66923,"Maternal hypotension syndrome, antepartum condition or complication",Matern hypotens-antepar,
+66924,"Maternal hypotension syndrome, postpartum condition or complication",Matern hypotens-postpart,
+66930,"Acute kidney failure following labor and delivery, unspecified as to episode of care or not applicable",Ac kidny fail w del-unsp,
+66932,"Acute kidney failure following labor and delivery, delivered, with mention of postpartum complication",Ac kidney fail-del w p/p,
+66934,"Acute kidney failure following labor and delivery, postpartum condition or complication",Ac kidney fail-postpart,
+66940,"Other complications of obstetrical surgery and procedures, unspecified as to episode of care or not applicable",Oth ob surg compl-unspec,
+66941,"Other complications of obstetrical surgery and procedures, delivered, with or without mention of antepartum condition",Oth ob compl-delivered,
+66942,"Other complications of obstetrical surgery and procedures, delivered, with mention of postpartum complication",Oth ob compl-deliv w p/p,
+66943,"Other complications of obstetrical surgery and procedures, antepartum condition or complication",Complc ob surg anteprtm,
+66944,"Other complications of obstetrical surgery and procedures, postpartum condition or complication",Oth ob surg compl-postpa,
+66950,"Forceps or vacuum extractor delivery without mention of indication, unspecified as to episode of care or not applicable",Forcep deliv NOS-unspec,
+66951,"Forceps or vacuum extractor delivery without mention of indication, delivered, with or without mention of antepartum condition",Forcep deliv NOS-deliver,
+66960,"Breech extraction, without mention of indication, unspecified as to episode of care or not applicable",Breech extr NOS-unspec,
+66961,"Breech extraction, without mention of indication, delivered, with or without mention of antepartum condition",Breech extr NOS-deliver,
+66970,"Cesarean delivery, without mention of indication, unspecified as to episode of care or not applicable",Cesarean deliv NOS-unsp,
+66971,"Cesarean delivery, without mention of indication, delivered, with or without mention of antepartum condition",Cesarean delivery NOS,
+66980,"Other complications of labor and delivery, unspecified as to episode of care or not applicable",Compl lab/deliv NEC-unsp,
+66981,"Other complications of labor and delivery, delivered, with or without mention of antepartum condition",Comp lab/deliv NEC-deliv,
+66982,"Other complications of labor and delivery, delivered, with mention of postpartum complication",Compl del NEC-del w p/p,
+66983,"Other complications of labor and delivery, antepartum condition or complication",Compl deliv NEC-antepar,
+66984,"Other complications of labor and delivery, postpartum condition or complication",Compl deliv NEC-postpart,
+66990,"Unspecified complication of labor and delivery, unspecified as to episode of care or not applicable",Compl lab/deliv NOS-unsp,
+66991,"Unspecified complication of labor and delivery, delivered, with or without mention of antepartum condition",Comp lab/deliv NOS-deliv,
+66992,"Unspecified complication of labor and delivery, delivered, with mention of postpartum complication",Compl del NOS-del w p/p,
+66993,"Unspecified complication of labor and delivery, antepartum condition or complication",Compl deliv NOS-antepar,
+66994,"Unspecified complication of labor and delivery, postpartum condition or complication",Compl deliv NOS-postpart,
+67000,"Major puerperal infection, unspecified as to episode of care or not applicable",Maj puerp inf NOS-unsp,
+67002,"Major puerperal infection, delivered, with mention of postpartum complication",Maj puer inf NOS-del p/p,
+67004,"Major puerperal infection, postpartum condition or complication",Major puerp inf NOS-p/p,
+67010,"Puerperal endometritis, unspecified as to episode of care or not applicable",Puerp endometritis-unsp,
+67012,"Puerperal endometritis, delivered, with mention of postpartum complication",Puerp endomet del w p/p,
+67014,"Puerperal endometritis, postpartum condition or complication",Puerp endomet-postpart,
+67020,"Puerperal sepsis, unspecified as to episode of care or not applicable",Puerperal sepsis-unsp,
+67022,"Puerperal sepsis, delivered, with mention of postpartum complication",Puerprl sepsis-del w p/p,
+67024,"Puerperal sepsis, postpartum condition or complication",Puerperl sepsis-postpart,
+67030,"Puerperal septic thrombophlebitis, unspecified as to episode of care or not applicable",Puerp septc thromb-unsp,
+67032,"Puerperal septic thrombophlebitis, delivered, with mention of postpartum complication",Prp sptc thrmb-del w p/p,
+67034,"Puerperal septic thrombophlebitis, postpartum condition or complication",Prp septc thrmb-postpart,
+67080,"Other major puerperal infection, unspecified as to episode of care or not applicable",Maj prp infec NEC-unspec,
+67082,"Other major puerperal infection, delivered, with mention of postpartum complication",Maj prp inf NEC-dl w p/p,
+67084,"Other major puerperal infection, postpartum condition or complication",Maj puerp infec NEC-p/p,
+67100,"Varicose veins of legs complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Varic vein leg preg-unsp,
+67101,"Varicose veins of legs complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Varicose vein leg-deliv,
+67102,"Varicose veins of legs complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Varic vein leg-del w p/p,
+67103,"Varicose veins of legs complicating pregnancy and the puerperium, antepartum condition or complication",Varic vein leg-antepart,
+67104,"Varicose veins of legs complicating pregnancy and the puerperium, postpartum condition or complication",Varic vein leg-postpart,
+67110,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Varic vulva preg-unspec,
+67111,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Varicose vulva-delivered,
+67112,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Varicose vulva-del w p/p,
+67113,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, antepartum condition or complication",Varicose vulva-antepart,
+67114,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, postpartum condition or complication",Varicose vulva-postpart,
+67120,"Superficial thrombophlebitis complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Thrombophleb preg-unspec,
+67121,"Superficial thrombophlebitis complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Thrombophlebitis-deliver,
+67122,"Superficial thrombophlebitis complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Thrombophleb-deliv w p/p,
+67123,"Superficial thrombophlebitis complicating pregnancy and the puerperium, antepartum condition or complication",Thrombophlebit-antepart,
+67124,"Superficial thrombophlebitis complicating pregnancy and the puerperium, postpartum condition or complication",Thrombophlebit-postpart,
+67130,"Deep phlebothrombosis, antepartum, unspecified as to episode of care or not applicable",Deep thromb antepar-unsp,
+67131,"Deep phlebothrombosis, antepartum, delivered, with or without mention of antepartum condition",Deep throm antepar-deliv,
+67133,"Deep phlebothrombosis, antepartum, antepartum condition or complication",Deep vein thromb-antepar,
+67140,"Deep phlebothrombosis, postpartum, unspecified as to episode of care or not applicable",Deep thromb postpar-unsp,
+67142,"Deep phlebothrombosis, postpartum, delivered, with mention of postpartum complication",Thromb postpar-del w p/p,
+67144,"Deep phlebothrombosis, postpartum, postpartum condition or complication",Deep vein thromb-postpar,
+67150,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Thrombosis NEC preg-unsp,
+67151,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Thrombosis NEC-delivered,
+67152,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Thromb NEC-deliv w p/p,
+67153,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, antepartum condition or complication",Thrombosis NEC-antepart,
+67154,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, postpartum condition or complication",Thrombosis NEC-postpart,
+67180,"Other venous complications of pregnancy and the puerperium, unspecified as to episode of care or not applicable",Ven compl preg NEC-unsp,
+67181,"Other venous complications of pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Venous compl NEC-deliver,
+67182,"Other venous complications of pregnancy and the puerperium, delivered, with mention of postpartum complication",Ven comp NEC-deliv w p/p,
+67183,"Other venous complications of pregnancy and the puerperium, antepartum condition or complication",Venous compl NEC-antepar,
+67184,"Other venous complications of pregnancy and the puerperium, postpartum condition or complication",Venous compl NEC-postpar,
+67190,"Unspecified venous complication of pregnancy and the puerperium, unspecified as to episode of care or not applicable",Ven compl preg NOS-unsp,
+67191,"Unspecified venous complication of pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Venous compl NOS-deliver,
+67192,"Unspecified venous complication of pregnancy and the puerperium, delivered, with mention of postpartum complication",Ven comp NOS-deliv w p/p,
+67193,"Unspecified venous complication of pregnancy and the puerperium, antepartum condition or complication",Venous compl NOS-antepar,
+67194,"Unspecified venous complication of pregnancy and the puerperium, postpartum condition or complication",Venous compl NOS-postpar,
+67200,"Pyrexia of unknown origin during the puerperium, unspecified as to episode of care or not applicable",Puerperal pyrexia-unspec,
+67202,"Pyrexia of unknown origin during the puerperium, delivered, with mention of postpartum complication",Puerp pyrexia-del w p/p,
+67204,"Pyrexia of unknown origin during the puerperium, postpartum condition or complication",Puerp pyrexia-postpartum,
+67300,"Obstetrical air embolism, unspecified as to episode of care or not applicable",Ob air embolism-unspec,
+67301,"Obstetrical air embolism, delivered, with or without mention of antepartum condition",Ob air embolism-deliver,
+67302,"Obstetrical air embolism, delivered, with mention of postpartum complication",Ob air embol-deliv w p/p,
+67303,"Obstetrical air embolism, antepartum condition or complication",Ob air embolism-antepart,
+67304,"Obstetrical air embolism, postpartum condition or complication",Ob air embolism-postpart,
+67310,"Amniotic fluid embolism, unspecified as to episode of care or not applicable",Amniotic embolism-unspec,
+67311,"Amniotic fluid embolism, delivered, with or without mention of antepartum condition",Amniotic embolism-deliv,
+67312,"Amniotic fluid embolism, delivered, with mention of postpartum complication",Amniot embol-deliv w p/p,
+67313,"Amniotic fluid embolism, antepartum condition or complication",Amniotic embol-antepart,
+67314,"Amniotic fluid embolism, postpartum condition or complication",Amniotic embol-postpart,
+67320,"Obstetrical blood-clot embolism, unspecified as to episode of care or not applicable",Ob pulm embol NOS-unspec,
+67321,"Obstetrical blood-clot embolism, delivered, with or without mention of antepartum condition",Pulm embol NOS-delivered,
+67322,"Obstetrical blood-clot embolism, delivered, with mention of postpartum complication",Pulm embol NOS-del w p/p,
+67323,"Obstetrical blood-clot embolism, antepartum condition or complication",Pulm embol NOS-antepart,
+67324,"Obstetrical blood-clot embolism, postpartum condition or complication",Pulm embol NOS-postpart,
+67330,"Obstetrical pyemic and septic embolism, unspecified as to episode of care or not applicable",Ob pyemic embol-unspec,
+67331,"Obstetrical pyemic and septic embolism, delivered, with or without mention of antepartum condition",Ob pyemic embol-deliver,
+67332,"Obstetrical pyemic and septic embolism, delivered, with mention of postpartum complication",Ob pyem embol-del w p/p,
+67333,"Obstetrical pyemic and septic embolism, antepartum condition or complication",Ob pyemic embol-antepart,
+67334,"Obstetrical pyemic and septic embolism, postpartum condition or complication",Ob pyemic embol-postpart,
+67380,"Other obstetrical pulmonary embolism, unspecified as to episode of care or not applicable",Ob pulmon embol NEC-unsp,
+67381,"Other obstetrical pulmonary embolism, delivered, with or without mention of antepartum condition",Pulmon embol NEC-deliver,
+67382,"Other obstetrical pulmonary embolism, delivered, with mention of postpartum complication",Pulm embol NEC-del w p/p,
+67383,"Other obstetrical pulmonary embolism, antepartum condition or complication",Pulmon embol NEC-antepar,
+67384,"Other obstetrical pulmonary embolism, postpartum condition or complication",Pulmon embol NEC-postpar,
+67400,"Cerebrovascular disorders in the puerperium, unspecified as to episode of care or not applicable",Puerp cerebvasc dis-unsp,
+67401,"Cerebrovascular disorders in the puerperium, delivered, with or without mention of antepartum condition",Puerp cerebvas dis-deliv,
+67402,"Cerebrovascular disorders in the puerperium, delivered, with mention of postpartum complication",Cerebvas dis-deliv w p/p,
+67403,"Cerebrovascular disorders in the puerperium, antepartum condition or complication",Cerebrovasc dis-antepart,
+67404,"Cerebrovascular disorders in the puerperium, postpartum condition or complication",Cerebrovasc dis-postpart,
+67410,"Disruption of cesarean wound, unspecified as to episode of care or not applicable",Disrupt c-sect wnd-unsp,
+67412,"Disruption of cesarean wound, delivered, with mention of postpartum complication",Disrupt c-sect-del w p/p,
+67414,"Disruption of cesarean wound, postpartum condition or complication",Disrupt c-sect-postpart,
+67420,"Disruption of perineal wound, unspecified as to episode of care or not applicable",Disrupt perineum-unspec,
+67422,"Disruption of perineal wound, delivered, with mention of postpartum complication",Disrupt perin-del w p/p,
+67424,"Disruption of perineal wound, postpartum condition or complication",Disrupt perineum-postpar,
+67430,"Other complications of obstetrical surgical wounds, unspecified as to episode of care or not applicable",Ob surg compl NEC-unspec,
+67432,"Other complications of obstetrical surgical wounds, delivered, with mention of postpartum complication",Ob surg compl-del w p/p,
+67434,"Other complications of obstetrical surgical wounds, postpartum condition or complication",Ob surg comp NEC-postpar,
+67440,"Placental polyp, unspecified as to episode of care or not applicable",Placental polyp-unspec,
+67442,"Placental polyp, delivered, with mention of postpartum complication",Placent polyp-del w p/p,
+67444,"Placental polyp, postpartum condition or complication",Placental polyp-postpart,
+67450,"Peripartum cardiomyopathy, unspecified as to episode of care or not applicable",Peripart cardiomy-unspec,
+67451,"Peripartum cardiomyopathy, delivered, with or without mention of antepartum condition",Peripartum cardiomy-del,
+67452,"Peripartum cardiomyopathy, delivered, with mention of postpartum condition",Peripart card del w p/p,
+67453,"Peripartum cardiomyopathy, antepartum condition or complication",Peripartum card-antepart,
+67454,"Peripartum cardiomyopathy, postpartum condition or complication",Peripartum card-postpart,
+67480,"Other complications of puerperium, unspecified as to episode of care or not applicable",Puerp compl NEC-unspec,
+67482,"Other complications of puerperium, delivered, with mention of postpartum complication",Puerp comp NEC-del w p/p,
+67484,"Other complications of puerperium, postpartum condition or complication",Puerp compl NEC-postpart,
+67490,"Unspecified complications of puerperium, unspecified as to episode of care or not applicable",Puerp compl NOS-unspec,
+67492,"Unspecified complications of puerperium, delivered, with mention of postpartum complication",Puerp comp NOS-del w p/p,
+67494,"Unspecified complications of puerperium, postpartum condition or complication",Puerp compl NOS-postpart,
+67500,"Infections of nipple associated with childbirth, unspecified as to episode of care or not applicable",Infect nipple preg-unsp,
+67501,"Infections of nipple associated with childbirth, delivered, with or without mention of antepartum condition",Infect nipple-delivered,
+67502,"Infections of nipple associated with childbirth, delivered, with mention of postpartum complication",Infect nipple-del w p/p,
+67503,"Infections of nipple associated with childbirth, antepartum condition or complication",Infect nipple-antepartum,
+67504,"Infections of nipple associated with childbirth, postpartum condition or complication",Infect nipple-postpartum,
+67510,"Abscess of breast associated with childbirth, unspecified as to episode of care or not applicable",Breast abscess preg-unsp,
+67511,"Abscess of breast associated with childbirth, delivered, with or without mention of antepartum condition",Breast abscess-delivered,
+67512,"Abscess of breast associated with childbirth, delivered, with mention of postpartum complication",Breast abscess-del w p/p,
+67513,"Abscess of breast associated with childbirth, antepartum condition or complication",Breast abscess-antepart,
+67514,"Abscess of breast associated with childbirth, postpartum condition or complication",Breast abscess-postpart,
+67520,"Nonpurulent mastitis associated with childbirth, unspecified as to episode of care or not applicable",Mastitis in preg-unspec,
+67521,"Nonpurulent mastitis associated with childbirth, delivered, with or without mention of antepartum condition",Mastitis-delivered,
+67522,"Nonpurulent mastitis associated with childbirth, delivered, with mention of postpartum complication",Mastitis-deliv w p/p,
+67523,"Nonpurulent mastitis associated with childbirth, antepartum condition or complication",Mastitis-antepartum,
+67524,"Nonpurulent mastitis associated with childbirth, postpartum condition or complication",Mastitis-postpartum,
+67580,"Other specified infections of the breast and nipple associated with childbirth, unspecified as to episode of care or not applicable",Breast inf preg NEC-unsp,
+67581,"Other specified infections of the breast and nipple associated with childbirth, delivered, with or without mention of antepartum condition",Breast infect NEC-deliv,
+67582,"Other specified infections of the breast and nipple associated with childbirth, delivered, with mention of postpartum complication",Breast inf NEC-del w p/p,
+67583,"Other specified infections of the breast and nipple associated with childbirth, antepartum condition or complication",Breast inf NEC-antepart,
+67584,"Other specified infections of the breast and nipple associated with childbirth, postpartum condition or complication",Breast inf NEC-postpart,
+67590,"Unspecified infection of the breast and nipple associated with childbirth, unspecified as to episode of care or not applicable",Breast inf preg NOS-unsp,
+67591,"Unspecified infection of the breast and nipple associated with childbirth, delivered, with or without mention of antepartum condition",Breast infect NOS-deliv,
+67592,"Unspecified infection of the breast and nipple associated with childbirth, delivered, with mention of postpartum complication",Breast inf NOS-del w p/p,
+67593,"Unspecified infection of the breast and nipple associated with childbirth, antepartum condition or complication",Breast inf NOS-antepart,
+67594,"Unspecified infection of the breast and nipple associated with childbirth, postpartum condition or complication",Breast inf NOS-postpart,
+67600,"Retracted nipple associated with childbirth, unspecified as to episode of care or not applicable",Retract nipple preg-unsp,
+67601,"Retracted nipple associated with childbirth, delivered, with or without mention of antepartum condition",Retracted nipple-deliver,
+67602,"Retracted nipple associated with childbirth, delivered, with mention of postpartum complication",Retract nipple-del w p/p,
+67603,"Retracted nipple associated with childbirth, antepartum condition or complication",Retract nipple-antepart,
+67604,"Retracted nipple associated with childbirth, postpartum condition or complication",Retract nipple-postpart,
+67610,"Cracked nipple associated with childbirth, unspecified as to episode of care or not applicable",Cracked nipple preg-unsp,
+67611,"Cracked nipple associated with childbirth, delivered, with or without mention of antepartum condition",Cracked nipple-delivered,
+67612,"Cracked nipple associated with childbirth, delivered, with mention of postpartum complication",Cracked nipple-del w p/p,
+67613,"Cracked nipple associated with childbirth, antepartum condition or complication",Cracked nipple-antepart,
+67614,"Cracked nipple associated with childbirth, postpartum condition or complication",Cracked nipple-postpart,
+67620,"Engorgement of breasts associated with childbirth, unspecified as to episode of care or not applicable",Breast engorge-unspec,
+67621,"Engorgement of breasts associated with childbirth, delivered, with or without mention of antepartum condition",Breast engorge-delivered,
+67622,"Engorgement of breasts associated with childbirth, delivered, with mention of postpartum complication",Breast engorge-del w p/p,
+67623,"Engorgement of breasts associated with childbirth, antepartum condition or complication",Breast engorge-antepart,
+67624,"Engorgement of breasts associated with childbirth, postpartum condition or complication",Breast engorge-postpart,
+67630,"Other and unspecified disorder of breast associated with childbirth, unspecified as to episode of care or not applicable",Breast dis preg NEC-unsp,
+67631,"Other and unspecified disorder of breast associated with childbirth, delivered, with or without mention of antepartum condition",Breast dis NEC-delivered,
+67632,"Other and unspecified disorder of breast associated with childbirth, delivered, with mention of postpartum complication",Breast dis NEC-del w p/p,
+67633,"Other and unspecified disorder of breast associated with childbirth, antepartum condition or complication",Breast dis NEC-antepart,
+67634,"Other and unspecified disorder of breast associated with childbirth, postpartum condition or complication",Breast dis NEC-postpart,
+67640,"Failure of lactation, unspecified as to episode of care or not applicable",Lactation fail-unspec,
+67641,"Failure of lactation, delivered, with or without mention of antepartum condition",Lactation fail-delivered,
+67642,"Failure of lactation, delivered, with mention of postpartum complication",Lactation fail-del w p/p,
+67643,"Failure of lactation, antepartum condition or complication",Lactation fail-antepart,
+67644,"Failure of lactation, postpartum condition or complication",Lactation fail-postpart,
+67650,"Suppressed lactation, unspecified as to episode of care or not applicable",Suppr lactation-unspec,
+67651,"Suppressed lactation, delivered, with or without mention of antepartum condition",Suppr lactation-deliver,
+67652,"Suppressed lactation, delivered, with mention of postpartum complication",Suppr lactat-del w p/p,
+67653,"Suppressed lactation, antepartum condition or complication",Suppr lactation-antepar,
+67654,"Suppressed lactation, postpartum condition or complication",Suppr lactation-postpart,
+67660,"Galactorrhea associated with childbirth, unspecified as to episode of care or not applicable",Galactorrhea preg-unspec,
+67661,"Galactorrhea associated with childbirth, delivered, with or without mention of antepartum condition",Galactorrhea-delivered,
+67662,"Galactorrhea associated with childbirth, delivered, with mention of postpartum complication",Galactorrhea-del w p/p,
+67663,"Galactorrhea associated with childbirth, antepartum condition or complication",Galactorrhea-antepartum,
+67664,"Galactorrhea associated with childbirth, postpartum condition or complication",Galactorrhea-postpartum,
+67680,"Other disorders of lactation, unspecified as to episode of care or not applicable",Lactation dis NEC-unspec,
+67681,"Other disorders of lactation, delivered, with or without mention of antepartum condition",Lactation dis NEC-deliv,
+67682,"Other disorders of lactation, delivered, with mention of postpartum complication",Lactat dis NEC-del w p/p,
+67683,"Other disorders of lactation, antepartum condition or complication",Lactat dis NEC-antepart,
+67684,"Other disorders of lactation, postpartum condition or complication",Lactat dis NEC-postpart,
+67690,"Unspecified disorder of lactation, unspecified as to episode of care or not applicable",Lactation dis NOS-unspec,
+67691,"Unspecified disorder of lactation, delivered, with or without mention of antepartum condition",Lactation dis NOS-deliv,
+67692,"Unspecified disorder of lactation, delivered, with mention of postpartum complication",Lactat dis NOS-del w p/p,
+67693,"Unspecified disorder of lactation, antepartum condition or complication",Lactat dis NOS-antepart,
+67694,"Unspecified disorder of lactation, postpartum condition or complication",Lactat dis NOS-postpart,
+677,"Late effect of complication of pregnancy, childbirth, and the puerperium",Late effct cmplcatn preg,
+67800,"Fetal hematologic conditions, unspecified as to episode of care or not applicable",Fetal hematologic-unspec,
+67801,"Fetal hematologic conditions, delivered, with or without mention of antepartum condition",Fetal hematologic-deliv,
+67803,"Fetal hematologic conditions, antepartum condition or complication",Fetal hematologic-ante,
+67810,"Fetal conjoined twins, unspecified as to episode of care or not applicable",Fetal conjoin twins-unsp,
+67811,"Fetal conjoined twins, delivered, with or without mention of antepartum condition",Fetal conjoin twins-del,
+67813,"Fetal conjoined twins, antepartum condition or complication",Fetal conjoin twins-ante,
+67900,"Maternal complications from in utero procedure, unspecified as to episode of care or not applicable",Mat comp in utero-unsp,
+67901,"Maternal complications from in utero procedure, delivered, with or without mention of antepartum condition",Mat comp in utero-del,
+67902,"Maternal complications from in utero procedure, delivered, with mention of postpartum complication",Mat comp in utro-del-p/p,
+67903,"Maternal complications from in utero procedure, antepartum condition or complication",Mat comp in utero-ante,
+67904,"Maternal complications from in utero procedure, postpartum condition or complication",Mat comp in utero-p/p,
+67910,"Fetal complications from in utero procedure, unspecified as to episode of care or not applicable",Fetal comp in utero-unsp,
+67911,"Fetal complications from in utero procedure, delivered, with or without mention of antepartum condition",Fetal comp in utero-del,
+67912,"Fetal complications from in utero procedure, delivered, with mention of postpartum complication",Ftl cmp in utro-del-p/p,
+67913,"Fetal complications from in utero procedure, antepartum condition or complication",Fetal comp in utero-ante,
+67914,"Fetal complications from in utero procedure, postpartum condition or complication",Fetal comp in utero-p/p,
+6800,Carbuncle and furuncle of face,Carbuncle of face,
+6801,Carbuncle and furuncle of neck,Carbuncle of neck,
+6802,Carbuncle and furuncle of trunk,Carbuncle of trunk,
+6803,Carbuncle and furuncle of upper arm and forearm,Carbuncle of arm,
+6804,Carbuncle and furuncle of hand,Carbuncle of hand,
+6805,Carbuncle and furuncle of buttock,Carbuncle of buttock,
+6806,"Carbuncle and furuncle of leg, except foot",Carbuncle of leg,
+6807,Carbuncle and furuncle of foot,Carbuncle of foot,
+6808,Carbuncle and furuncle of other specified sites,"Carbuncle, site NEC",
+6809,Carbuncle and furuncle of unspecified site,Carbuncle NOS,
+68100,"Cellulitis and abscess of finger, unspecified","Cellulitis, finger NOS",
+68101,Felon,Felon,
+68102,Onychia and paronychia of finger,Onychia of finger,
+68110,"Cellulitis and abscess of toe, unspecified","Cellulitis, toe NOS",
+68111,Onychia and paronychia of toe,Onychia of toe,
+6819,Cellulitis and abscess of unspecified digit,Cellulitis of digit NOS,
+6820,Cellulitis and abscess of face,Cellulitis of face,
+6821,Cellulitis and abscess of neck,Cellulitis of neck,
+6822,Cellulitis and abscess of trunk,Cellulitis of trunk,
+6823,Cellulitis and abscess of upper arm and forearm,Cellulitis of arm,
+6824,"Cellulitis and abscess of hand, except fingers and thumb",Cellulitis of hand,
+6825,Cellulitis and abscess of buttock,Cellulitis of buttock,
+6826,"Cellulitis and abscess of leg, except foot",Cellulitis of leg,
+6827,"Cellulitis and abscess of foot, except toes",Cellulitis of foot,
+6828,Cellulitis and abscess of other specified sites,"Cellulitis, site NEC",
+6829,Cellulitis and abscess of unspecified sites,Cellulitis NOS,
+683,Acute lymphadenitis,Acute lymphadenitis,
+684,Impetigo,Impetigo,
+6850,Pilonidal cyst with abscess,Pilonidal cyst w abscess,
+6851,Pilonidal cyst without mention of abscess,Pilonidal cyst w/o absc,
+68600,"Pyoderma, unspecified",Pyoderma NOS,
+68601,Pyoderma gangrenosum,Pyoderma gangrenosum,
+68609,Other pyoderma,Pyoderma NEC,
+6861,Pyogenic granuloma of skin and subcutaneous tissue,Pyogenic granuloma,
+6868,Other specified local infections of skin and subcutaneous tissue,Local skin infection NEC,
+6869,Unspecified local infection of skin and subcutaneous tissue,Local skin infection NOS,
+69010,"Seborrheic dermatitis, unspecified",Sebrrheic dermatitis NOS,
+69011,Seborrhea capitis,Seborrhea capitis,
+69012,Seborrheic infantile dermatitis,Sbrheic infantl drmtitis,
+69018,Other seborrheic dermatitis,Sebrrheic dermatitis NEC,
+6908,Other erythematosquamous dermatosis,Erythmtsquamous derm NEC,
+6910,Diaper or napkin rash,Diaper or napkin rash,
+6918,Other atopic dermatitis and related conditions,Other atopic dermatitis,
+6920,Contact dermatitis and other eczema due to detergents,Detergent dermatitis,
+6921,Contact dermatitis and other eczema due to oils and greases,Oil & grease dermatitis,
+6922,Contact dermatitis and other eczema due to solvents,Solvent dermatitis,
+6923,Contact dermatitis and other eczema due to drugs and medicines in contact with skin,Topical med dermatitis,
+6924,Contact dermatitis and other eczema due to other chemical products,Chemical dermatitis NEC,
+6925,Contact dermatitis and other eczema due to food in contact with skin,Topical food dermatitis,
+6926,Contact dermatitis and other eczema due to plants [except food],Dermatitis due to plant,
+69270,Unspecified dermatitis due to sun,Solar dermatitis NOS,
+69271,Sunburn,Sunburn,
+69272,Acute dermatitis due to solar radiation,Act drmtitis solar rdiat,
+69273,Actinic reticuloid and actinic granuloma,Actnc retic actnc grnlma,
+69274,Other chronic dermatitis due to solar radiation,Oth chr drmtit solar rad,
+69275,Disseminated superficial actinic porokeratosis (DSAP),Dis sup actnc porokrtsis,
+69276,Sunburn of second degree,2nd degree sunburn,
+69277,Sunburn of third degree,3rd degree sunburn,
+69279,Other dermatitis due to solar radiation,Oth dermatitis solar rad,
+69281,Dermatitis due to cosmetics,Cosmetic dermatitis,
+69282,Dermatitis due to other radiation,Dermatitis oth radiation,
+69283,Dermatitis due to metals,Dermatitis metals,
+69284,Contact dermatitis and other eczema due to animal (cat) (dog) dander,Contact drmatitis-animal,
+69289,Contact dermatitis and other eczema due to other specified agents,Dermatitis NEC,
+6929,"Contact dermatitis and other eczema, unspecified cause",Dermatitis NOS,
+6930,Dermatitis due to drugs and medicines taken internally,Drug dermatitis NOS,
+6931,Dermatitis due to food taken internally,Dermat d/t food ingest,
+6938,Dermatitis due to other specified substances taken internally,Dermat d/t int agent NEC,
+6939,Dermatitis due to unspecified substance taken internally,Dermat d/t int agent NOS,
+6940,Dermatitis herpetiformis,Dermatitis herpetiformis,
+6941,Subcorneal pustular dermatosis,Subcorneal pust dermatos,
+6942,Juvenile dermatitis herpetiformis,Juven dermat herpetiform,
+6943,Impetigo herpetiformis,Impetigo herpetiformis,
+6944,Pemphigus,Pemphigus,
+6945,Pemphigoid,Pemphigoid,
+69460,Benign mucous membrane pemphigoid without mention of ocular involvement,Bn mucous memb pemph NOS,
+69461,Benign mucous membrane pemphigoid with ocular involvement,Ocular pemphigus,
+6948,Other specified bullous dermatoses,Bullous dermatoses NEC,
+6949,Unspecified bullous dermatoses,Bullous dermatoses NOS,
+6950,Toxic erythema,Toxic erythema,
+69510,"Erythema multiforme, unspecified",Erythema multiforme NOS,
+69511,Erythema multiforme minor,Erythma multiforme minor,
+69512,Erythema multiforme major,Erythema multiforme maj,
+69513,Stevens-Johnson syndrome,Stevens-Johnson syndrome,
+69514,Stevens-Johnson syndrome-toxic epidermal necrolysis overlap syndrome,Stevens-Johnson-TEN syn,
+69515,Toxic epidermal necrolysis,Toxic epidrml necrolysis,
+69519,Other erythema multiforme,Erythema multiforme NEC,
+6952,Erythema nodosum,Erythema nodosum,
+6953,Rosacea,Rosacea,
+6954,Lupus erythematosus,Lupus erythematosus,
+69550,Exfoliation due to erythematous condition involving less than 10 percent of body surface,Exfol d/t eryth <10% bdy,
+69551,Exfoliation due to erythematous condition involving 10-19 percent of body surface,Exfl d/t eryth 10-19 bdy,
+69552,Exfoliation due to erythematous condition involving 20-29 percent of body surface,Exfl d/t eryth 20-29 bdy,
+69553,Exfoliation due to erythematous condition involving 30-39 percent of body surface,Exfl d/t eryth 30-39 bdy,
+69554,Exfoliation due to erythematous condition involving 40-49 percent of body surface,Exfl d/t eryth 40-49 bdy,
+69555,Exfoliation due to erythematous condition involving 50-59 percent of body surface,Exfl d/t eryth 50-59 bdy,
+69556,Exfoliation due to erythematous condition involving 60-69 percent of body surface,Exfl d/t eryth 60-69 bdy,
+69557,Exfoliation due to erythematous condition involving 70-79 percent of body surface,Exfl d/t eryth 70-79 bdy,
+69558,Exfoliation due to erythematous condition involving 80-89 percent of body surface,Exfl d/t eryth 80-89 bdy,
+69559,Exfoliation due to erythematous condition involving 90 percent or more of body surface,Exfl d/t eryth >=90% bdy,
+69581,Ritter's disease,Ritter's disease,
+69589,Other specified erythematous conditions,Erythematous cond NEC,
+6959,Unspecified erythematous condition,Erythematous cond NOS,
+6960,Psoriatic arthropathy,Psoriatic arthropathy,
+6961,Other psoriasis,Other psoriasis,
+6962,Parapsoriasis,Parapsoriasis,
+6963,Pityriasis rosea,Pityriasis rosea,
+6964,Pityriasis rubra pilaris,Pityriasis rubra pilaris,
+6965,Other and unspecified pityriasis,Pityriasis NEC & NOS,
+6968,Other psoriasis and similar disorders,Psorias related dis NEC,
+6970,Lichen planus,Lichen planus,
+6971,Lichen nitidus,Lichen nitidus,
+6978,"Other lichen, not elsewhere classified",Lichen NEC,
+6979,"Lichen, unspecified",Lichen NOS,
+6980,Pruritus ani,Pruritus ani,
+6981,Pruritus of genital organs,Pruritus of genitalia,
+6982,Prurigo,Prurigo,
+6983,Lichenification and lichen simplex chronicus,Lichenification,
+6984,Dermatitis factitia [artefacta],Dermatitis factitia,
+6988,Other specified pruritic conditions,Pruritic conditions NEC,
+6989,Unspecified pruritic disorder,Pruritic disorder NOS,
+700,Corns and callosities,Corns and callosities,
+7010,Circumscribed scleroderma,Circumscribe scleroderma,
+7011,"Keratoderma, acquired","Keratoderma, acquired",
+7012,Acquired acanthosis nigricans,Acq acanthosis nigricans,
+7013,Striae atrophicae,Striae atrophicae,
+7014,Keloid scar,Keloid scar,
+7015,Other abnormal granulation tissue,Abnormal granulation NEC,
+7018,Other specified hypertrophic and atrophic conditions of skin,Skin hypertro/atroph NEC,
+7019,Unspecified hypertrophic and atrophic conditions of skin,Skin hypertro/atroph NOS,
+7020,Actinic keratosis,Actinic keratosis,
+70211,Inflamed seborrheic keratosis,Inflamed sbrheic keratos,
+70219,Other seborrheic keratosis,Other sborheic keratosis,
+7028,Other specified dermatoses,Other specf dermatoses,
+7030,Ingrowing nail,Ingrowing nail,
+7038,Other specified diseases of nail,Diseases of nail NEC,
+7039,Unspecified disease of nail,Disease of nail NOS,
+70400,"Alopecia, unspecified",Alopecia NOS,
+70401,Alopecia areata,Alopecia areata,
+70402,Telogen effluvium,Telogen effluvium,
+70409,Other alopecia,Alopecia NEC,
+7041,Hirsutism,Hirsutism,
+7042,Abnormalities of the hair,Abnormalities of hair,
+7043,Variations in hair color,Variations in hair color,
+70441,Pilar cyst,Pilar cyst,
+70442,Trichilemmal cyst,Trichilemmal cyst,
+7048,Other specified diseases of hair and hair follicles,Hair diseases NEC,
+7049,Unspecified disease of hair and hair follicles,Hair disease NOS,
+7050,Anhidrosis,Anhidrosis,
+7051,Prickly heat,Prickly heat,
+70521,Primary focal hyperhidrosis,Primary focal hyprhidros,
+70522,Secondary focal hyperhidrosis,Sec focal hyperhidrosis,
+70581,Dyshidrosis,Dyshidrosis,
+70582,Fox-Fordyce disease,Fox-fordyce disease,
+70583,Hidradenitis,Hidradenitis,
+70589,Other specified disorders of sweat glands,Sweat gland disorder NEC,
+7059,Unspecified disorder of sweat glands,Sweat gland disorder NOS,
+7060,Acne varioliformis,Acne varioliformis,
+7061,Other acne,Acne NEC,
+7062,Sebaceous cyst,Sebaceous cyst,
+7063,Seborrhea,Seborrhea,
+7068,Other specified diseases of sebaceous glands,Sebaceous gland dis NEC,
+7069,Unspecified disease of sebaceous glands,Sebaceous gland dis NOS,
+70700,"Pressure ulcer, unspecified site","Pressure ulcer, site NOS",
+70701,"Pressure ulcer, elbow","Pressure ulcer, elbow",
+70702,"Pressure ulcer, upper back","Pressure ulcer, upr back",
+70703,"Pressure ulcer, lower back","Pressure ulcer, low back",
+70704,"Pressure ulcer, hip","Pressure ulcer, hip",
+70705,"Pressure ulcer, buttock","Pressure ulcer, buttock",
+70706,"Pressure ulcer, ankle","Pressure ulcer, ankle",
+70707,"Pressure ulcer, heel","Pressure ulcer, heel",
+70709,"Pressure ulcer, other site","Pressure ulcer, site NEC",
+70710,"Ulcer of lower limb, unspecified",Ulcer of lower limb NOS,
+70711,Ulcer of thigh,Ulcer of thigh,
+70712,Ulcer of calf,Ulcer of calf,
+70713,Ulcer of ankle,Ulcer of ankle,
+70714,Ulcer of heel and midfoot,Ulcer of heel & midfoot,
+70715,Ulcer of other part of foot,Ulcer other part of foot,
+70719,Ulcer of other part of lower limb,Ulcer oth part low limb,
+70720,"Pressure ulcer, unspecified stage","Pressure ulcer,stage NOS",
+70721,"Pressure ulcer, stage I","Pressure ulcer, stage I",
+70722,"Pressure ulcer, stage II","Pressure ulcer, stage II",
+70723,"Pressure ulcer, stage III","Pressure ulcer,stage III",
+70724,"Pressure ulcer, stage IV","Pressure ulcer, stage IV",
+70725,"Pressure ulcer, unstageable","Pressure ulcer,unstagebl",
+7078,Chronic ulcer of other specified sites,Chronic skin ulcer NEC,
+7079,Chronic ulcer of unspecified site,Chronic skin ulcer NOS,
+7080,Allergic urticaria,Allergic urticaria,
+7081,Idiopathic urticaria,Idiopathic urticaria,
+7082,Urticaria due to cold and heat,Urticaria from cold/heat,
+7083,Dermatographic urticaria,Dermatographic urticaria,
+7084,Vibratory urticaria,Vibratory urticaria,
+7085,Cholinergic urticaria,Cholinergic urticaria,
+7088,Other specified urticaria,Urticaria NEC,
+7089,"Urticaria, unspecified",Urticaria NOS,
+70900,"Dyschromia, unspecified","Dyschromia, unspecified",
+70901,Vitiligo,Vitiligo,
+70909,Other dyschromia,Other dyschromia,
+7091,Vascular disorders of skin,Vascular disord of skin,
+7092,Scar conditions and fibrosis of skin,Scar & fibrosis of skin,
+7093,Degenerative skin disorders,Degenerative skin disord,
+7094,Foreign body granuloma of skin and subcutaneous tissue,Foreign body granul-skin,
+7098,Other specified disorders of skin,Skin disorders NEC,
+7099,Unspecified disorder of skin and subcutaneous tissue,Skin disorder NOS,
+7100,Systemic lupus erythematosus,Syst lupus erythematosus,
+7101,Systemic sclerosis,Systemic sclerosis,
+7102,Sicca syndrome,Sicca syndrome,
+7103,Dermatomyositis,Dermatomyositis,
+7104,Polymyositis,Polymyositis,
+7105,Eosinophilia myalgia syndrome,Eosinophilia myalgia snd,
+7108,Other specified diffuse diseases of connective tissue,Diff connect tis dis NEC,
+7109,Unspecified diffuse connective tissue disease,Diff connect tis dis NOS,
+71100,"Pyogenic arthritis, site unspecified",Pyogen arthritis-unspec,
+71101,"Pyogenic arthritis, shoulder region",Pyogen arthritis-shlder,
+71102,"Pyogenic arthritis, upper arm",Pyogen arthritis-up/arm,
+71103,"Pyogenic arthritis, forearm",Pyogen arthritis-forearm,
+71104,"Pyogenic arthritis, hand",Pyogen arthritis-hand,
+71105,"Pyogenic arthritis, pelvic region and thigh",Pyogen arthritis-pelvis,
+71106,"Pyogenic arthritis, lower leg",Pyogen arthritis-l/leg,
+71107,"Pyogenic arthritis, ankle and foot",Pyogen arthritis-ankle,
+71108,"Pyogenic arthritis, other specified sites",Pyogen arthritis NEC,
+71109,"Pyogenic arthritis, multiple sites",Pyogen arthritis-mult,
+71110,"Arthropathy associated with Reiter's disease and nonspecific urethritis, site unspecified",Reiter arthritis-unspec,
+71111,"Arthropathy associated with Reiter's disease and nonspecific urethritis, shoulder region",Reiter arthritis-shlder,
+71112,"Arthropathy associated with Reiter's disease and nonspecific urethritis, upper arm",Reiter arthritis-up/arm,
+71113,"Arthropathy associated with Reiter's disease and nonspecific urethritis, forearm",Reiter arthritis-forearm,
+71114,"Arthropathy associated with Reiter's disease and nonspecific urethritis, hand",Reiter arthritis-hand,
+71115,"Arthropathy associated with Reiter's disease and nonspecific urethritis, pelvic region and thigh",Reiter arthritis-pelvis,
+71116,"Arthropathy associated with Reiter's disease and nonspecific urethritis, lower leg",Reiter arthritis-l/leg,
+71117,"Arthropathy associated with Reiter's disease and nonspecific urethritis, ankle and foot",Reiter arthritis-ankle,
+71118,"Arthropathy associated with Reiter's disease and nonspecific urethritis, other specified sites",Reiter arthritis NEC,
+71119,"Arthropathy associated with Reiter's disease and nonspecific urethritis, multiple sites",Reiter arthritis-mult,
+71120,"Arthropathy in Behcet's syndrome, site unspecified",Behcet arthritis-unspec,
+71121,"Arthropathy in Behcet's syndrome, shoulder region",Behcet arthritis-shlder,
+71122,"Arthropathy in Behcet's syndrome, upper arm",Behcet arthritis-up/arm,
+71123,"Arthropathy in Behcet's syndrome, forearm",Behcet arthritis-forearm,
+71124,"Arthropathy in Behcet's syndrome, hand",Behcet arthritis-hand,
+71125,"Arthropathy in Behcet's syndrome, pelvic region and thigh",Behcet arthritis-pelvis,
+71126,"Arthropathy in Behcet's syndrome, lower leg",Behcet arthritis-l/leg,
+71127,"Arthropathy in Behcet's syndrome, ankle and foot",Behcet arthritis-ankle,
+71128,"Arthropathy in Behcet's syndrome, other specified sites",Behcet arthritis NEC,
+71129,"Arthropathy in Behcet's syndrome, multiple sites",Behcet arthritis-mult,
+71130,"Postdysenteric arthropathy, site unspecified",Dysenter arthrit-unspec,
+71131,"Postdysenteric arthropathy, shoulder region",Dysenter arthrit-shlder,
+71132,"Postdysenteric arthropathy, upper arm",Dysenter arthrit-up/arm,
+71133,"Postdysenteric arthropathy, forearm",Dysenter arthrit-forearm,
+71134,"Postdysenteric arthropathy, hand",Dysenter arthrit-hand,
+71135,"Postdysenteric arthropathy, pelvic region and thigh",Dysenter arthrit-pelvis,
+71136,"Postdysenteric arthropathy, lower leg",Dysenter arthrit-l/leg,
+71137,"Postdysenteric arthropathy, ankle and foot",Dysenter arthrit-ankle,
+71138,"Postdysenteric arthropathy, other specified sites",Dysenter arthrit NEC,
+71139,"Postdysenteric arthropathy, multiple sites",Dysenter arthrit-mult,
+71140,"Arthropathy associated with other bacterial diseases, site unspecified",Bact arthritis-unspec,
+71141,"Arthropathy associated with other bacterial diseases, shoulder region",Bact arthritis-shlder,
+71142,"Arthropathy associated with other bacterial diseases, upper arm",Bact arthritis-up/arm,
+71143,"Arthropathy associated with other bacterial diseases, forearm",Bact arthritis-forearm,
+71144,"Arthropathy associated with other bacterial diseases, hand",Bact arthritis-hand,
+71145,"Arthropathy associated with other bacterial diseases, pelvic region and thigh",Bact arthritis-pelvis,
+71146,"Arthropathy associated with other bacterial diseases, lower leg",Bact arthritis-l/leg,
+71147,"Arthropathy associated with other bacterial diseases, ankle and foot",Bact arthritis-ankle,
+71148,"Arthropathy associated with other bacterial diseases, other specified sites",Bact arthritis NEC,
+71149,"Arthropathy associated with other bacterial diseases, multiple sites",Bact arthritis-mult,
+71150,"Arthropathy associated with other viral diseases, site unspecified",Viral arthritis-unspec,
+71151,"Arthropathy associated with other viral diseases, shoulder region",Viral arthritis-shlder,
+71152,"Arthropathy associated with other viral diseases, upper arm",Viral arthritis-up/arm,
+71153,"Arthropathy associated with other viral diseases, forearm",Viral arthritis-forearm,
+71154,"Arthropathy associated with other viral diseases, hand",Viral arthritis-hand,
+71155,"Arthropathy associated with other viral diseases, pelvic region and thigh",Viral arthritis-pelvis,
+71156,"Arthropathy associated with other viral diseases, lower leg",Viral arthritis-l/leg,
+71157,"Arthropathy associated with other viral diseases, ankle and foot",Viral arthritis-ankle,
+71158,"Arthropathy associated with other viral diseases, other specified sites",Viral arthritis NEC,
+71159,"Arthropathy associated with other viral diseases, multiple sites",Viral arthritis-mult,
+71160,"Arthropathy associated with mycoses, site unspecified",Mycotic arthritis-unspec,
+71161,"Arthropathy associated with mycoses, shoulder region",Mycotic arthritis-shlder,
+71162,"Arthropathy associated with mycoses, upper arm",Mycotic arthritis-up/arm,
+71163,"Arthropathy associated with mycoses, forearm",Mycotic arthrit-forearm,
+71164,"Arthropathy associated with mycoses, hand",Mycotic arthritis-hand,
+71165,"Arthropathy associated with mycoses, pelvic region and thigh",Mycotic arthritis-pelvis,
+71166,"Arthropathy associated with mycoses, lower leg",Mycotic arthritis-l/leg,
+71167,"Arthropathy associated with mycoses, ankle and foot",Mycotic arthritis-ankle,
+71168,"Arthropathy associated with mycoses, other specified sites",Mycotic arthritis NEC,
+71169,"Arthropathy associated with mycoses, involving multiple sites",Mycotic arthritis-mult,
+71170,"Arthropathy associated with helminthiasis, site unspecified",Helminth arthrit-unspec,
+71171,"Arthropathy associated with helminthiasis, shoulder region",Helminth arthrit-shlder,
+71172,"Arthropathy associated with helminthiasis, upper arm",Helminth arthrit-up/arm,
+71173,"Arthropathy associated with helminthiasis, forearm",Helminth arthrit-forearm,
+71174,"Arthropathy associated with helminthiasis, hand",Helminth arthrit-hand,
+71175,"Arthropathy associated with helminthiasis, pelvic region and thigh",Helminth arthrit-pelvis,
+71176,"Arthropathy associated with helminthiasis, lower leg",Helminth arthrit-l/leg,
+71177,"Arthropathy associated with helminthiasis, ankle and foot",Helminth arthrit-ankle,
+71178,"Arthropathy associated with helminthiasis, other specified sites",Helminth arthrit NEC,
+71179,"Arthropathy associated with helminthiasis, multiple sites",Helminth arthrit-mult,
+71180,"Arthropathy associated with other infectious and parasitic diseases, site unspecified",Inf arthritis NEC-unspec,
+71181,"Arthropathy associated with other infectious and parasitic diseases, shoulder region",Inf arthritis NEC-shlder,
+71182,"Arthropathy associated with other infectious and parasitic diseases, upper arm",Inf arthritis NEC-up/arm,
+71183,"Arthropathy associated with other infectious and parasitic diseases, forearm",Inf arthrit NEC-forearm,
+71184,"Arthropathy associated with other infectious and parasitic diseases, hand",Inf arthritis NEC-hand,
+71185,"Arthropathy associated with other infectious and parasitic diseases, pelvic region and thigh",Inf arthritis NEC-pelvis,
+71186,"Arthropathy associated with other infectious and parasitic diseases, lower leg",Inf arthritis NEC-l/leg,
+71187,"Arthropathy associated with other infectious and parasitic diseases, ankle and foot",Inf arthritis NEC-ankle,
+71188,"Arthropathy associated with other infectious and parasitic diseases, other specified sites",Inf arthrit NEC-oth site,
+71189,"Arthropathy associated with other infectious and parasitic diseases, multiple sites",Inf arthritis NEC-mult,
+71190,"Unspecified infective arthritis, site unspecified",Inf arthritis NOS-unspec,
+71191,"Unspecified infective arthritis, shoulder region",Inf arthritis NOS-shlder,
+71192,"Unspecified infective arthritis, upper arm",Inf arthritis NOS-up/arm,
+71193,"Unspecified infective arthritis, forearm",Inf arthrit NOS-forearm,
+71194,"Unspecified infective arthritis, hand",Inf arthrit NOS-hand,
+71195,"Unspecified infective arthritis, pelvic region and thigh",Inf arthrit NOS-pelvis,
+71196,"Unspecified infective arthritis, lower leg",Inf arthrit NOS-l/leg,
+71197,"Unspecified infective arthritis, ankle and foot",Inf arthrit NOS-ankle,
+71198,"Unspecified infective arthritis, other specified sites",Inf arthrit NOS-oth site,
+71199,"Unspecified infective arthritis, multiple sites",Inf arthritis NOS-mult,
+71210,"Chondrocalcinosis, due to dicalcium phosphate crystals, site unspecified",Dicalc phos cryst-unspec,
+71211,"Chondrocalcinosis, due to dicalcium phosphate crystals, shoulder region",Dicalc phos cryst-shlder,
+71212,"Chondrocalcinosis, due to dicalcium phosphate crystals, upper arm",Dicalc phos cryst-up/arm,
+71213,"Chondrocalcinosis, due to dicalcium phosphate crystals, forearm",Dicalc phos crys-forearm,
+71214,"Chondrocalcinosis, due to dicalcium phosphate crystals, hand",Dicalc phos cryst-hand,
+71215,"Chondrocalcinosis, due to dicalcium phosphate crystals, pelvic region and thigh",Dicalc phos cryst-pelvis,
+71216,"Chondrocalcinosis, due to dicalcium phosphate crystals, lower leg",Dicalc phos cryst-l/leg,
+71217,"Chondrocalcinosis, due to dicalcium phosphate crystals, ankle and foot",Dicalc phos cryst-ankle,
+71218,"Chondrocalcinosis, due to dicalcium phosphate crystals, other specified sites",Dicalc phos cry-site NEC,
+71219,"Chondrocalcinosis, due to dicalcium phosphate crystals, multiple sites",Dicalc phos cryst-mult,
+71220,"Chondrocalcinosis, due to pyrophosphate crystals, site unspecified",Pyrophosph cryst-unspec,
+71221,"Chondrocalcinosis, due to pyrophosphate crystals, shoulder region",Pyrophosph cryst-shlder,
+71222,"Chondrocalcinosis, due to pyrophosphate crystals, upper arm",Pyrophosph cryst-up/arm,
+71223,"Chondrocalcinosis, due to pyrophosphate crystals, forearm",Pyrophosph cryst-forearm,
+71224,"Chondrocalcinosis, due to pyrophosphate crystals, hand",Pyrophosph cryst-hand,
+71225,"Chondrocalcinosis, due to pyrophosphate crystals, pelvic region and thigh",Pyrophosph cryst-pelvis,
+71226,"Chondrocalcinosis, due to pyrophosphate crystals, lower leg",Pyrophosph cryst-l/leg,
+71227,"Chondrocalcinosis, due to pyrophosphate crystals, ankle and foot",Pyrophosph cryst-ankle,
+71228,"Chondrocalcinosis, due to pyrophosphate crystals, other specified sites",Pyrophos cryst-site NEC,
+71229,"Chondrocalcinosis, due to pyrophosphate crystals, multiple sites",Pyrophos cryst-mult,
+71230,"Chondrocalcinosis, unspecified, site unspecified",Chondrocalcin NOS-unspec,
+71231,"Chondrocalcinosis, unspecified, shoulder region",Chondrocalcin NOS-shlder,
+71232,"Chondrocalcinosis, unspecified, upper arm",Chondrocalcin NOS-up/arm,
+71233,"Chondrocalcinosis, unspecified, forearm",Chondrocalc NOS-forearm,
+71234,"Chondrocalcinosis, unspecified, hand",Chondrocalcin NOS-hand,
+71235,"Chondrocalcinosis, unspecified, pelvic region and thigh",Chondrocalcin NOS-pelvis,
+71236,"Chondrocalcinosis, unspecified, lower leg",Chondrocalcin NOS-l/leg,
+71237,"Chondrocalcinosis, unspecified, ankle and foot",Chondrocalcin NOS-ankle,
+71238,"Chondrocalcinosis, unspecified, other specified sites",Chondrocalc NOS-oth site,
+71239,"Chondrocalcinosis, unspecified, multiple sites",Chondrocalcin NOS-mult,
+71280,"Other specified crystal arthropathies, site unspecified",Cryst arthrop NEC-unspec,
+71281,"Other specified crystal arthropathies, shoulder region",Cryst arthrop NEC-shlder,
+71282,"Other specified crystal arthropathies, upper arm",Cryst arthrop NEC-up/arm,
+71283,"Other specified crystal arthropathies, forearm",Crys arthrop NEC-forearm,
+71284,"Other specified crystal arthropathies, hand",Cryst arthrop NEC-hand,
+71285,"Other specified crystal arthropathies, pelvic region and thigh",Cryst arthrop NEC-pelvis,
+71286,"Other specified crystal arthropathies, lower leg",Cryst arthrop NEC-l/leg,
+71287,"Other specified crystal arthropathies, ankle and foot",Cryst arthrop NEC-ankle,
+71288,"Other specified crystal arthropathies, other specified sites",Cry arthrop NEC-oth site,
+71289,"Other specified crystal arthropathies, multiple sites",Cryst arthrop NEC-mult,
+71290,"Unspecified crystal arthropathy, site unspecified",Cryst arthrop NOS-unspec,
+71291,"Unspecified crystal arthropathy, shoulder region",Cryst arthrop NOS-shldr,
+71292,"Unspecified crystal arthropathy, upper arm",Cryst arthrop NOS-up/arm,
+71293,"Unspecified crystal arthropathy, forearm",Crys arthrop NOS-forearm,
+71294,"Unspecified crystal arthropathy, hand",Cryst arthrop NOS-hand,
+71295,"Unspecified crystal arthropathy, pelvic region and thigh",Cryst arthrop NOS-pelvis,
+71296,"Unspecified crystal arthropathy, lower leg",Cryst arthrop NOS-l/leg,
+71297,"Unspecified crystal arthropathy, ankle and foot",Cryst arthrop NOS-ankle,
+71298,"Unspecified crystal arthropathy, other specified sites",Cry arthrop NOS-oth site,
+71299,"Unspecified crystal arthropathy, multiple sites",Cryst arthrop NOS-mult,
+7130,Arthropathy associated with other endocrine and metabolic disorders,Arthrop w endocr/met dis,
+7131,Arthropathy associated with gastrointestinal conditions other than infections,Arthrop w noninf GI dis,
+7132,Arthropathy associated with hematological disorders,Arthropath w hematol dis,
+7133,Arthropathy associated with dermatological disorders,Arthropathy w skin dis,
+7134,Arthropathy associated with respiratory disorders,Arthropathy w resp dis,
+7135,Arthropathy associated with neurological disorders,Arthropathy w nerve dis,
+7136,Arthropathy associated with hypersensitivity reaction,Arthrop w hypersen react,
+7137,Other general diseases with articular involvement,Arthrop w system dis NEC,
+7138,Arthropathy associated with other conditions classifiable elsewhere,Arthrop w oth dis NEC,
+7140,Rheumatoid arthritis,Rheumatoid arthritis,
+7141,Felty's syndrome,Felty's syndrome,
+7142,Other rheumatoid arthritis with visceral or systemic involvement,Syst rheum arthritis NEC,
+71430,"Polyarticular juvenile rheumatoid arthritis, chronic or unspecified",Juv rheum arthritis NOS,
+71431,"Polyarticular juvenile rheumatoid arthritis, acute",Polyart juv rheum arthr,
+71432,Pauciarticular juvenile rheumatoid arthritis,Pauciart juv rheum arthr,
+71433,Monoarticular juvenile rheumatoid arthritis,Monoart juv rheum arthr,
+7144,Chronic postrheumatic arthropathy,Chr postrheum arthritis,
+71481,Rheumatoid lung,Rheumatoid lung,
+71489,Other specified inflammatory polyarthropathies,Inflamm polyarthrop NEC,
+7149,Unspecified inflammatory polyarthropathy,Inflamm polyarthrop NOS,
+71500,"Osteoarthrosis, generalized, site unspecified",General osteoarthrosis,
+71504,"Osteoarthrosis, generalized, hand",Gen osteoarthros-hand,
+71509,"Osteoarthrosis, generalized, multiple sites",General osteoarthrosis,
+71510,"Osteoarthrosis, localized, primary, site unspecified",Loc prim osteoart-unspec,
+71511,"Osteoarthrosis, localized, primary, shoulder region",Loc prim osteoart-shlder,
+71512,"Osteoarthrosis, localized, primary, upper arm",Loc prim osteoart-up/arm,
+71513,"Osteoarthrosis, localized, primary, forearm",Loc prim osteoart-forarm,
+71514,"Osteoarthrosis, localized, primary, hand",Loc prim osteoarth-hand,
+71515,"Osteoarthrosis, localized, primary, pelvic region and thigh",Loc prim osteoart-pelvis,
+71516,"Osteoarthrosis, localized, primary, lower leg",Loc prim osteoart-l/leg,
+71517,"Osteoarthrosis, localized, primary, ankle and foot",Loc prim osteoarth-ankle,
+71518,"Osteoarthrosis, localized, primary, other specified sites",Loc prim osteoarthr NEC,
+71520,"Osteoarthrosis, localized, secondary, site unspecified",Loc 2nd osteoarth-unspec,
+71521,"Osteoarthrosis, localized, secondary, shoulder region",Loc 2nd osteoarth-shlder,
+71522,"Osteoarthrosis, localized, secondary, upper arm",Loc 2nd osteoarth-up/arm,
+71523,"Osteoarthrosis, localized, secondary, forearm",Loc 2nd osteoart-forearm,
+71524,"Osteoarthrosis, localized, secondary, hand",Loc 2nd osteoarthro-hand,
+71525,"Osteoarthrosis, localized, secondary, pelvic region and thigh",Loc 2nd osteoarth-pelvis,
+71526,"Osteoarthrosis, localized, secondary, lower leg",Loc 2nd osteoarthr-l/leg,
+71527,"Osteoarthrosis, localized, secondary, ankle and foot",Loc 2nd osteoarthr-ankle,
+71528,"Osteoarthrosis, localized, secondary, other specified sites",Loc 2nd osteoarthros NEC,
+71530,"Osteoarthrosis, localized, not specified whether primary or secondary, site unspecified",Loc osteoarth NOS-unspec,
+71531,"Osteoarthrosis, localized, not specified whether primary or secondary, shoulder region",Loc osteoarth NOS-shlder,
+71532,"Osteoarthrosis, localized, not specified whether primary or secondary, upper arm",Loc osteoarth NOS-up/arm,
+71533,"Osteoarthrosis, localized, not specified whether primary or secondary, forearm",Loc osteoart NOS-forearm,
+71534,"Osteoarthrosis, localized, not specified whether primary or secondary, hand",Loc osteoarth NOS-hand,
+71535,"Osteoarthrosis, localized, not specified whether primary or secondary, pelvic region and thigh",Loc osteoarth NOS-pelvis,
+71536,"Osteoarthrosis, localized, not specified whether primary or secondary, lower leg",Loc osteoarth NOS-l/leg,
+71537,"Osteoarthrosis, localized, not specified whether primary or secondary, ankle and foot",Loc osteoarth NOS-ankle,
+71538,"Osteoarthrosis, localized, not specified whether primary or secondary, other specified sites",Loc osteoar NOS-site NEC,
+71580,"Osteoarthrosis involving, or with mention of more than one site, but not specified as generalized, site unspecified",Osteoarthrosis-mult site,
+71589,"Osteoarthrosis involving, or with mention of more than one site, but not specified as generalized, multiple sites",Osteoarthrosis-mult site,
+71590,"Osteoarthrosis, unspecified whether generalized or localized, site unspecified",Osteoarthros NOS-unspec,
+71591,"Osteoarthrosis, unspecified whether generalized or localized, shoulder region",Osteoarthros NOS-shlder,
+71592,"Osteoarthrosis, unspecified whether generalized or localized, upper arm",Osteoarthros NOS-up/arm,
+71593,"Osteoarthrosis, unspecified whether generalized or localized, forearm",Osteoarthros NOS-forearm,
+71594,"Osteoarthrosis, unspecified whether generalized or localized, hand",Osteoarthros NOS-hand,
+71595,"Osteoarthrosis, unspecified whether generalized or localized, pelvic region and thigh",Osteoarthros NOS-pelvis,
+71596,"Osteoarthrosis, unspecified whether generalized or localized, lower leg",Osteoarthros NOS-l/leg,
+71597,"Osteoarthrosis, unspecified whether generalized or localized, ankle and foot",Osteoarthros NOS-ankle,
+71598,"Osteoarthrosis, unspecified whether generalized or localized, other specified sites",Osteoarthro NOS-oth site,
+71600,"Kaschin-Beck disease, site unspecified",Kaschin-beck dis-unspec,
+71601,"Kaschin-Beck disease, shoulder region",Kaschin-beck dis-shlder,
+71602,"Kaschin-Beck disease, upper arm",Kaschin-beck dis-up/arm,
+71603,"Kaschin-Beck disease, forearm",Kaschin-beck dis-forearm,
+71604,"Kaschin-Beck disease, hand",Kaschin-beck dis-hand,
+71605,"Kaschin-Beck disease, pelvic region and thigh",Kaschin-beck dis-pelvis,
+71606,"Kaschin-Beck disease, lower leg",Kaschin-beck dis-l/leg,
+71607,"Kaschin-Beck disease, ankle and foot",Kaschin-beck dis-ankle,
+71608,"Kaschin-Beck disease, other specified sites",Kaschin-beck dis NEC,
+71609,"Kaschin-Beck disease, multiple sites",Kaschin-beck dis-mult,
+71610,"Traumatic arthropathy, site unspecified",Traum arthropathy-unspec,
+71611,"Traumatic arthropathy, shoulder region",Traum arthropathy-shlder,
+71612,"Traumatic arthropathy, upper arm",Traum arthropathy-up/arm,
+71613,"Traumatic arthropathy, forearm",Traum arthropath-forearm,
+71614,"Traumatic arthropathy, hand",Traum arthropathy-hand,
+71615,"Traumatic arthropathy, pelvic region and thigh",Traum arthropathy-pelvis,
+71616,"Traumatic arthropathy, lower leg",Traum arthropathy-l/leg,
+71617,"Traumatic arthropathy, ankle and foot",Traum arthropathy-ankle,
+71618,"Traumatic arthropathy, other specified sites",Traum arthropathy NEC,
+71619,"Traumatic arthropathy, multiple sites",Traum arthropathy-mult,
+71620,"Allergic arthritis, site unspecified",Allerg arthritis-unspec,
+71621,"Allergic arthritis, shoulder region",Allerg arthritis-shlder,
+71622,"Allergic arthritis, upper arm",Allerg arthritis-up/arm,
+71623,"Allergic arthritis, forearm",Allerg arthritis-forearm,
+71624,"Allergic arthritis, hand",Allerg arthritis-hand,
+71625,"Allergic arthritis, pelvic region and thigh",Allerg arthritis-pelvis,
+71626,"Allergic arthritis, lower leg",Allerg arthritis-l/leg,
+71627,"Allergic arthritis, ankle and foot",Allerg arthritis-ankle,
+71628,"Allergic arthritis, other specified sites",Allerg arthritis NEC,
+71629,"Allergic arthritis, multiple sites",Allerg arthritis-mult,
+71630,"Climacteric arthritis, site unspecified",Climact arthritis-unspec,
+71631,"Climacteric arthritis, shoulder region",Climact arthritis-shlder,
+71632,"Climacteric arthritis, upper arm",Climact arthritis-up/arm,
+71633,"Climacteric arthritis, forearm",Climact arthrit-forearm,
+71634,"Climacteric arthritis, hand",Climact arthritis-hand,
+71635,"Climacteric arthritis, pelvic region and thigh",Climact arthritis-pelvis,
+71636,"Climacteric arthritis, lower leg",Climact arthritis-l/leg,
+71637,"Climacteric arthritis, ankle and foot",Climact arthritis-ankle,
+71638,"Climacteric arthritis, other specified sites",Climact arthritis NEC,
+71639,"Climacteric arthritis, multiple sites",Climact arthritis-mult,
+71640,"Transient arthropathy, site unspecified",Trans arthropathy-unspec,
+71641,"Transient arthropathy, shoulder region",Trans arthropathy-shlder,
+71642,"Transient arthropathy, upper arm",Trans arthropathy-up/arm,
+71643,"Transient arthropathy, forearm",Trans arthropath-forearm,
+71644,"Transient arthropathy, hand",Trans arthropathy-hand,
+71645,"Transient arthropathy, pelvic region and thigh",Trans arthropathy-pelvis,
+71646,"Transient arthropathy, lower leg",Trans arthropathy-l/leg,
+71647,"Transient arthropathy, ankle and foot",Trans arthropathy-ankle,
+71648,"Transient arthropathy, other specified sites",Trans arthropathy NEC,
+71649,"Transient arthropathy, multiple sites",Trans arthropathy-mult,
+71650,"Unspecified polyarthropathy or polyarthritis, site unspecified",Polyarthritis NOS-unspec,
+71651,"Unspecified polyarthropathy or polyarthritis, shoulder region",Polyarthritis NOS-shlder,
+71652,"Unspecified polyarthropathy or polyarthritis, upper arm",Polyarthritis NOS-up/arm,
+71653,"Unspecified polyarthropathy or polyarthritis, forearm",Polyarthrit NOS-forearm,
+71654,"Unspecified polyarthropathy or polyarthritis, hand",Polyarthritis NOS-hand,
+71655,"Unspecified polyarthropathy or polyarthritis, pelvic region and thigh",Polyarthritis NOS-pelvis,
+71656,"Unspecified polyarthropathy or polyarthritis, lower leg",Polyarthritis NOS-l/leg,
+71657,"Unspecified polyarthropathy or polyarthritis, ankle and foot",Polyarthritis NOS-ankle,
+71658,"Unspecified polyarthropathy or polyarthritis, other specified sites",Polyarthrit NOS-oth site,
+71659,"Unspecified polyarthropathy or polyarthritis, multiple sites",Polyarthritis NOS-mult,
+71660,"Unspecified monoarthritis, site unspecified",Monoarthritis NOS-unspec,
+71661,"Unspecified monoarthritis, shoulder region",Monoarthritis NOS-shlder,
+71662,"Unspecified monoarthritis, upper arm",Monoarthritis NOS-up/arm,
+71663,"Unspecified monoarthritis, forearm",Monoarthrit NOS-forearm,
+71664,"Unspecified monoarthritis, hand",Monoarthritis NOS-hand,
+71665,"Unspecified monoarthritis, pelvic region and thigh",Monoarthritis NOS-pelvis,
+71666,"Unspecified monoarthritis, lower leg",Monoarthritis NOS-l/leg,
+71667,"Unspecified monoarthritis, ankle and foot",Monoarthritis NOS-ankle,
+71668,"Unspecified monoarthritis, other specified sites",Monoarthrit NOS-oth site,
+71680,"Other specified arthropathy, site unspecified",Arthropathy NEC-unspec,
+71681,"Other specified arthropathy, shoulder region",Arthropathy NEC-shlder,
+71682,"Other specified arthropathy, upper arm",Arthropathy NEC-up/arm,
+71683,"Other specified arthropathy, forearm",Arthropathy NEC-forearm,
+71684,"Other specified arthropathy, hand",Arthropathy NEC-hand,
+71685,"Other specified arthropathy, pelvic region and thigh",Arthropathy NEC-pelvis,
+71686,"Other specified arthropathy, lower leg",Arthropathy NEC-l/leg,
+71687,"Other specified arthropathy, ankle and foot",Arthropathy NEC-ankle,
+71688,"Other specified arthropathy, other specified sites",Arthropathy NEC-oth site,
+71689,"Other specified arthropathy, multiple sites",Arthropathy NEC-mult,
+71690,"Arthropathy, unspecified, site unspecified",Arthropathy NOS-unspec,
+71691,"Arthropathy, unspecified, shoulder region",Arthropathy NOS-shlder,
+71692,"Arthropathy, unspecified, upper arm",Arthropathy NOS-up/arm,
+71693,"Arthropathy, unspecified, forearm",Arthropathy NOS-forearm,
+71694,"Arthropathy, unspecified, hand",Arthropathy NOS-hand,
+71695,"Arthropathy, unspecified, pelvic region and thigh",Arthropathy NOS-pelvis,
+71696,"Arthropathy, unspecified, lower leg",Arthropathy NOS-l/leg,
+71697,"Arthropathy, unspecified, ankle and foot",Arthropathy NOS-ankle,
+71698,"Arthropathy, unspecified, other specified sites",Arthropathy NOS-oth site,
+71699,"Arthropathy, unspecified, multiple sites",Arthropathy NOS-mult,
+7170,Old bucket handle tear of medial meniscus,Old bucket tear med men,
+7171,Derangement of anterior horn of medial meniscus,Derang ant med meniscus,
+7172,Derangement of posterior horn of medial meniscus,Derang post med meniscus,
+7173,Other and unspecified derangement of medial meniscus,Derang med meniscus NEC,
+71740,"Derangement of lateral meniscus, unspecified",Derang lat meniscus NOS,
+71741,Bucket handle tear of lateral meniscus,Old bucket tear lat men,
+71742,Derangement of anterior horn of lateral meniscus,Derange ant lat meniscus,
+71743,Derangement of posterior horn of lateral meniscus,Derang post lat meniscus,
+71749,Other derangement of lateral meniscus,Derang lat meniscus NEC,
+7175,"Derangement of meniscus, not elsewhere classified",Derangement meniscus NEC,
+7176,Loose body in knee,Loose body in knee,
+7177,Chondromalacia of patella,Chondromalacia patellae,
+71781,Old disruption of lateral collateral ligament,Old disrupt lat collat,
+71782,Old disruption of medial collateral ligament,Old disrupt med collat,
+71783,Old disruption of anterior cruciate ligament,Old disrupt ant cruciate,
+71784,Old disruption of posterior cruciate ligament,Old disrupt post cruciat,
+71785,Old disruption of other ligaments of knee,Old disrupt knee lig NEC,
+71789,Other internal derangement of knee,Int derangement knee NEC,
+7179,Unspecified internal derangement of knee,Int derangement knee NOS,
+71800,"Articular cartilage disorder, site unspecified",Artic cartil dis-unspec,
+71801,"Articular cartilage disorder, shoulder region",Artic cartil dis-shlder,
+71802,"Articular cartilage disorder, upper arm",Artic cartil dis-up/arm,
+71803,"Articular cartilage disorder, forearm",Artic cartil dis-forearm,
+71804,"Articular cartilage disorder, hand",Artic cartil dis-hand,
+71805,"Articular cartilage disorder, pelvic region and thigh",Artic cartil dis-pelvis,
+71807,"Articular cartilage disorder, ankle and foot",Artic cartil dis-ankle,
+71808,"Articular cartilage disorder, other specified sites",Artic cartil dis-jt NEC,
+71809,"Articular cartilage disorder, multiple sites",Artic cartil dis-mult jt,
+71810,"Loose body in joint, site unspecified",Loose body-unspec,
+71811,"Loose body in joint, shoulder region",Loose body-shlder,
+71812,"Loose body in joint, upper arm",Loose body-up/arm,
+71813,"Loose body in joint, forearm",Loose body-forearm,
+71814,"Loose body in joint, hand",Loose body-hand,
+71815,"Loose body in joint, pelvic region and thigh",Loose body-pelvis,
+71817,"Loose body in joint, ankle and foot",Loose body-ankle,
+71818,"Loose body in joint, other specified sites",Loose body-joint NEC,
+71819,"Loose body in joint, multiple sites",Loose body-mult joints,
+71820,"Pathological dislocation of joint, site unspecified",Pathol dislocat-unspec,
+71821,"Pathological dislocation of joint, shoulder region",Pathol dislocat-shlder,
+71822,"Pathological dislocation of joint, upper arm",Pathol dislocat-up/arm,
+71823,"Pathological dislocation of joint, forearm",Pathol dislocat-forearm,
+71824,"Pathological dislocation of joint, hand",Pathol dislocat-hand,
+71825,"Pathological dislocation of joint, pelvic region and thigh",Pathol dislocat-pelvis,
+71826,"Pathological dislocation of joint, lower leg",Pathol dislocat-l/leg,
+71827,"Pathological dislocation of joint, ankle and foot",Pathol dislocat-ankle,
+71828,"Pathological dislocation of joint, other specified sites",Pathol dislocat-jt NEC,
+71829,"Pathological dislocation of joint, multiple sites",Pathol dislocat-mult jts,
+71830,"Recurrent dislocation of joint, site unspecified",Recur dislocat-unspec,
+71831,"Recurrent dislocation of joint, shoulder region",Recur dislocat-shlder,
+71832,"Recurrent dislocation of joint, upper arm",Recur dislocat-up/arm,
+71833,"Recurrent dislocation of joint, forearm",Recur dislocat-forearm,
+71834,"Recurrent dislocation of joint, hand",Recur dislocat-hand,
+71835,"Recurrent dislocation of joint, pelvic region and thigh",Recur dislocat-pelvis,
+71836,"Recurrent dislocation of joint, lower leg",Recur dislocat-l/leg,
+71837,"Recurrent dislocation of joint, ankle and foot",Recur dislocat-ankle,
+71838,"Recurrent dislocation of joint, other specified sites",Recur dislocat-jt NEC,
+71839,"Recurrent dislocation of joint, multiple sites",Recur dislocat-mult jts,
+71840,"Contracture of joint, site unspecified",Jt contracture-unspec,
+71841,"Contracture of joint, shoulder region",Jt contracture-shlder,
+71842,"Contracture of joint, upper arm",Jt contracture-up/arm,
+71843,"Contracture of joint, forearm",Jt contracture-forearm,
+71844,"Contracture of joint, hand",Jt contracture-hand,
+71845,"Contracture of joint, pelvic region and thigh",Jt contracture-pelvis,
+71846,"Contracture of joint, lower leg",Jt contracture-l/leg,
+71847,"Contracture of joint, ankle and foot",Jt contracture-ankle,
+71848,"Contracture of joint, other specified sites",Jt contracture-jt NEC,
+71849,"Contracture of joint, multiple sites",Jt contracture-mult jts,
+71850,"Ankylosis of joint, site unspecified",Ankylosis-unspec,
+71851,"Ankylosis of joint, shoulder region",Ankylosis-shoulder,
+71852,"Ankylosis of joint, upper arm",Ankylosis-upper/arm,
+71853,"Ankylosis of joint, forearm",Ankylosis-forearm,
+71854,"Ankylosis of joint, hand",Ankylosis-hand,
+71855,"Ankylosis of joint, pelvic region and thigh",Ankylosis-pelvis,
+71856,"Ankylosis of joint, lower leg",Ankylosis-lower/leg,
+71857,"Ankylosis of joint, ankle and foot",Ankylosis-ankle,
+71858,"Ankylosis of joint, other specified sites",Ankylosis-joint NEC,
+71859,"Ankylosis of joint, multiple sites",Ankylosis-mult joints,
+71865,"Unspecified intrapelvic protrusion of acetabulum, pelvic region and thigh",Protrusio acetabuli NOS,
+71870,"Developmental dislocation of joint, site unspecified",Dev dislocat jt site NOS,
+71871,"Developmental dislocation of joint, shoulder region",Dev dislocat joint-shldr,
+71872,"Developmental dislocation of joint, upper arm",Dev dislocat jt-up/arm,
+71873,"Developmental dislocation of joint, forearm",Dev dislocat jt-forearm,
+71874,"Developmental dislocation of joint, hand",Dev dislocat joint-hand,
+71875,"Developmental dislocation of joint, pelvic region and thigh",Dev dis jt-pelvic/thigh,
+71876,"Developmental dislocation of joint, lower leg",Dev disloc jt-lower leg,
+71877,"Developmental dislocation of joint, ankle and foot",Dev disloc jt-ankle/foot,
+71878,"Developmental dislocation of joint, other specified sites",Dev disloc jt-site NEC,
+71879,"Developmental dislocation of joint, multiple sites",Dev disloc jt-mult sites,
+71880,"Other joint derangement, not elsewhere classified, site unspecified",Jt derangmnt NEC-unsp jt,
+71881,"Other joint derangement, not elsewhere classified, shoulder region",Jt derangment NEC-shlder,
+71882,"Other joint derangement, not elsewhere classified, upper arm",Jt derangment NEC-up/arm,
+71883,"Other joint derangement, not elsewhere classified, forearm",Jt derangmnt NEC-forearm,
+71884,"Other joint derangement, not elsewhere classified, hand",Jt derangement NEC-hand,
+71885,"Other joint derangement, not elsewhere classified, pelvic region and thigh",Jt derangment NEC-pelvis,
+71886,"Other joint derangement, not elsewhere classified, lower leg",Jt derangement NEC-l/leg,
+71887,"Other joint derangement, not elsewhere classified, ankle and foot",Jt derangement NEC-ankle,
+71888,"Other joint derangement, not elsewhere classified, other specified sites",Jt derangment NEC-oth jt,
+71889,"Other joint derangement, not elsewhere classified, multiple sites",Jt derangement NEC-mult,
+71890,"Unspecified derangement of joint, site unspecified",Jt derangmnt NOS-unsp jt,
+71891,"Unspecified derangement of joint, shoulder region",Jt derangment NOS-shlder,
+71892,"Unspecified derangement of joint, upper arm",Jt derangment NOS-up/arm,
+71893,"Unspecified derangement of joint, forearm",Jt derangmnt NOS-forearm,
+71894,"Unspecified derangement of joint, hand",Jt derangement NOS-hand,
+71895,"Unspecified derangement of joint, pelvic region and thigh",Jt derangment NOS-pelvis,
+71897,"Unspecified derangement of joint, ankle and foot",Jt derangement NOS-ankle,
+71898,"Unspecified derangement of joint, other specified sites",Jt derangment NOS-oth jt,
+71899,"Unspecified derangement of joint, multiple sites",Jt derangement NOS-mult,
+71900,"Effusion of joint, site unspecified",Joint effusion-unspec,
+71901,"Effusion of joint, shoulder region",Joint effusion-shlder,
+71902,"Effusion of joint, upper arm",Joint effusion-up/arm,
+71903,"Effusion of joint, forearm",Joint effusion-forearm,
+71904,"Effusion of joint, hand",Joint effusion-hand,
+71905,"Effusion of joint, pelvic region and thigh",Joint effusion-pelvis,
+71906,"Effusion of joint, lower leg",Joint effusion-l/leg,
+71907,"Effusion of joint, ankle and foot",Joint effusion-ankle,
+71908,"Effusion of joint, other specified sites",Joint effusion-jt NEC,
+71909,"Effusion of joint, multiple sites",Joint effusion-mult jts,
+71910,"Hemarthrosis, site unspecified",Hemarthrosis-unspec,
+71911,"Hemarthrosis, shoulder region",Hemarthrosis-shlder,
+71912,"Hemarthrosis, upper arm",Hemarthrosis-up/arm,
+71913,"Hemarthrosis, forearm",Hemarthrosis-forearm,
+71914,"Hemarthrosis, hand",Hemarthrosis-hand,
+71915,"Hemarthrosis, pelvic region and thigh",Hemarthrosis-pelvis,
+71916,"Hemarthrosis, lower leg",Hemarthrosis-l/leg,
+71917,"Hemarthrosis, ankle and foot",Hemarthrosis-ankle,
+71918,"Hemarthrosis, other specified sites",Hemarthrosis-jt NEC,
+71919,"Hemarthrosis, multiple sites",Hemarthrosis-mult jts,
+71920,"Villonodular synovitis, site unspecified",Villonod synovit-unspec,
+71921,"Villonodular synovitis, shoulder region",Villonod synovit-shlder,
+71922,"Villonodular synovitis, upper arm",Villonod synovit-up/arm,
+71923,"Villonodular synovitis, forearm",Villonod synovit-forearm,
+71924,"Villonodular synovitis, hand",Villonod synovit-hand,
+71925,"Villonodular synovitis, pelvic region and thigh",Villonod synovit-pelvis,
+71926,"Villonodular synovitis, lower leg",Villonod synovit-l/leg,
+71927,"Villonodular synovitis, ankle and foot",Villonod synovit-ankle,
+71928,"Villonodular synovitis, other specified sites",Villonod synovit-jt NEC,
+71929,"Villonodular synovitis, multiple sites",Villonod synovit-mult jt,
+71930,"Palindromic rheumatism, site unspecified",Palindrom rheum-unspec,
+71931,"Palindromic rheumatism, shoulder region",Palindrom rheum-shlder,
+71932,"Palindromic rheumatism, upper arm",Palindrom rheum-up/arm,
+71933,"Palindromic rheumatism, forearm",Palindrom rheum-forearm,
+71934,"Palindromic rheumatism, hand",Palindrom rheum-hand,
+71935,"Palindromic rheumatism, pelvic region and thigh",Palindrom rheum-pelvis,
+71936,"Palindromic rheumatism, lower leg",Palindrom rheum-l/leg,
+71937,"Palindromic rheumatism, ankle and foot",Palindrom rheum-ankle,
+71938,"Palindromic rheumatism, other specified sites",Palindrom rheum-jt NEC,
+71939,"Palindromic rheumatism, multiple sites",Palindrom rheum-mult jts,
+71940,"Pain in joint, site unspecified",Joint pain-unspec,
+71941,"Pain in joint, shoulder region",Joint pain-shlder,
+71942,"Pain in joint, upper arm",Joint pain-up/arm,
+71943,"Pain in joint, forearm",Joint pain-forearm,
+71944,"Pain in joint, hand",Joint pain-hand,
+71945,"Pain in joint, pelvic region and thigh",Joint pain-pelvis,
+71946,"Pain in joint, lower leg",Joint pain-l/leg,
+71947,"Pain in joint, ankle and foot",Joint pain-ankle,
+71948,"Pain in joint, other specified sites",Joint pain-jt NEC,
+71949,"Pain in joint, multiple sites",Joint pain-mult jts,
+71950,"Stiffness of joint, not elsewhere classified, site unspecified",Jt stiffness NEC-unspec,
+71951,"Stiffness of joint, not elsewhere classified, shoulder region",Jt stiffness NEC-shlder,
+71952,"Stiffness of joint, not elsewhere classified, upper arm",Jt stiffness NEC-up/arm,
+71953,"Stiffness of joint, not elsewhere classified, forearm",Jt stiffnes NEC-forearm,
+71954,"Stiffness of joint, not elsewhere classified, hand",Jt stiffness NEC-hand,
+71955,"Stiffness of joint, not elsewhere classified, pelvic region and thigh",Jt stiffness NEC-pelvis,
+71956,"Stiffness of joint, not elsewhere classified, lower leg",Jt stiffness NEC-l/leg,
+71957,"Stiffness of joint, not elsewhere classified, ankle and foot",Jt stiffness NEC-ankle,
+71958,"Stiffness of joint, not elsewhere classified, other specified sites",Jt stiffness NEC-oth jt,
+71959,"Stiffness of joint, not elsewhere classified, multiple sites",Jt stiffness NEC-mult jt,
+71960,"Other symptoms referable to joint, site unspecified",Joint sympt NEC-unsp jt,
+71961,"Other symptoms referable to joint, shoulder region",Joint symptom NEC-shlder,
+71962,"Other symptoms referable to joint, upper arm",Joint symptom NEC-up/arm,
+71963,"Other symptoms referable to joint, forearm",Joint sympt NEC-forearm,
+71964,"Other symptoms referable to joint, hand",Joint symptom NEC-hand,
+71965,"Other symptoms referable to joint, pelvic region and thigh",Joint symptom NEC-pelvis,
+71966,"Other symptoms referable to joint, lower leg",Joint symptom NEC-l/leg,
+71967,"Other symptoms referable to joint, ankle and foot",Joint symptom NEC-ankle,
+71968,"Other symptoms referable to joint, other specified sites",Joint symptom NEC-oth jt,
+71969,"Other symptoms referable to joint, multiple sites",Joint sympt NEC-mult jts,
+7197,Difficulty in walking,Difficulty in walking,
+71980,"Other specified disorders of joint, site unspecified",Joint dis NEC-unspec,
+71981,"Other specified disorders of joint, shoulder region",Joint dis NEC-shlder,
+71982,"Other specified disorders of joint, upper arm",Joint dis NEC-up/arm,
+71983,"Other specified disorders of joint, forearm",Joint dis NEC-forearm,
+71984,"Other specified disorders of joint, hand",Joint dis NEC-hand,
+71985,"Other specified disorders of joint, pelvic region and thigh",Joint dis NEC-pelvis,
+71986,"Other specified disorders of joint, lower leg",Joint dis NEC-l/leg,
+71987,"Other specified disorders of joint, ankle and foot",Joint dis NEC-ankle,
+71988,"Other specified disorders of joint, other specified sites",Joint dis NEC-oth jt,
+71989,"Other specified disorders of joint, multiple sites",Joint dis NEC-mult jts,
+71990,"Unspecified disorder of joint, site unspecified",Joint dis NOS-unspec jt,
+71991,"Unspecified disorder of joint, shoulder region",Joint dis NOS-shlder,
+71992,"Unspecified disorder of joint, upper arm",Joint dis NOS-up/arm,
+71993,"Unspecified disorder of joint, forearm",Joint dis NOS-forearm,
+71994,"Unspecified disorder of joint, hand",Joint dis NOS-hand,
+71995,"Unspecified disorder of joint, pelvic region and thigh",Joint dis NOS-pelvis,
+71996,"Unspecified disorder of joint, lower leg",Joint dis NOS-l/leg,
+71997,"Unspecified disorder of joint, ankle and foot",Joint dis NOS-ankle,
+71998,"Unspecified disorder of joint, other specified sites",Joint dis NOS-oth jt,
+71999,"Unspecified disorder of joint, multiple sites",Joint dis NOS-mult jts,
+7200,Ankylosing spondylitis,Ankylosing spondylitis,
+7201,Spinal enthesopathy,Spinal enthesopathy,
+7202,"Sacroiliitis, not elsewhere classified",Sacroiliitis NEC,
+72081,Inflammatory spondylopathies in diseases classified elsewhere,Spondylopathy in oth dis,
+72089,Other inflammatory spondylopathies,Inflam spondylopathy NEC,
+7209,Unspecified inflammatory spondylopathy,Inflam spondylopathy NOS,
+7210,Cervical spondylosis without myelopathy,Cervical spondylosis,
+7211,Cervical spondylosis with myelopathy,Cerv spondyl w myelopath,
+7212,Thoracic spondylosis without myelopathy,Thoracic spondylosis,
+7213,Lumbosacral spondylosis without myelopathy,Lumbosacral spondylosis,
+72141,"Spondylosis with myelopathy, thoracic region",Spond compr thor sp cord,
+72142,"Spondylosis with myelopathy, lumbar region",Spond compr lumb sp cord,
+7215,Kissing spine,Kissing spine,
+7216,Ankylosing vertebral hyperostosis,Ankyl vert hyperostosis,
+7217,Traumatic spondylopathy,Traumatic spondylopathy,
+7218,Other allied disorders of spine,Spinal disorders NEC,
+72190,"Spondylosis of unspecified site, without mention of myelopathy",Spondylos NOS w/o myelop,
+72191,"Spondylosis of unspecified site, with myelopathy",Spondylosis NOS w myelop,
+7220,Displacement of cervical intervertebral disc without myelopathy,Cervical disc displacmnt,
+72210,Displacement of lumbar intervertebral disc without myelopathy,Lumbar disc displacement,
+72211,Displacement of thoracic intervertebral disc without myelopathy,Thoracic disc displacmnt,
+7222,"Displacement of intervertebral disc, site unspecified, without myelopathy",Disc displacement NOS,
+72230,"Schmorl's nodes, unspecified region",Schmorl's nodes NOS,
+72231,"Schmorl's nodes, thoracic region",Schmorls node-thoracic,
+72232,"Schmorl's nodes, lumbar region",Schmorls node-lumbar,
+72239,"Schmorl's nodes, other region",Schmorls node-region NEC,
+7224,Degeneration of cervical intervertebral disc,Cervical disc degen,
+72251,Degeneration of thoracic or thoracolumbar intervertebral disc,Thoracic disc degen,
+72252,Degeneration of lumbar or lumbosacral intervertebral disc,Lumb/lumbosac disc degen,
+7226,"Degeneration of intervertebral disc, site unspecified",Disc degeneration NOS,
+72270,"Intervertebral disc disorder with myelopathy, unspecified region",Disc dis w myelopath NOS,
+72271,"Intervertebral disc disorder with myelopathy, cervical region",Cerv disc dis w myelopat,
+72272,"Intervertebral disc disorder with myelopathy, thoracic region",Thor disc dis w myelopat,
+72273,"Intervertebral disc disorder with myelopathy, lumbar region",Lumb disc dis w myelopat,
+72280,"Postlaminectomy syndrome, unspecified region",Postlaminectomy synd NOS,
+72281,"Postlaminectomy syndrome, cervical region",Postlaminect synd-cerv,
+72282,"Postlaminectomy syndrome, thoracic region",Postlaminect synd-thorac,
+72283,"Postlaminectomy syndrome, lumbar region",Postlaminect synd-lumbar,
+72290,"Other and unspecified disc disorder, unspecified region",Disc dis NEC/NOS-unspec,
+72291,"Other and unspecified disc disorder, cervical region",Disc dis NEC/NOS-cerv,
+72292,"Other and unspecified disc disorder, thoracic region",Disc dis NEC/NOS-thorac,
+72293,"Other and unspecified disc disorder, lumbar region",Disc dis NEC/NOS-lumbar,
+7230,Spinal stenosis in cervical region,Cervical spinal stenosis,
+7231,Cervicalgia,Cervicalgia,
+7232,Cervicocranial syndrome,Cervicocranial syndrome,
+7233,Cervicobrachial syndrome (diffuse),Cervicobrachial syndrome,
+7234,Brachial neuritis or radiculitis NOS,Brachial neuritis NOS,
+7235,"Torticollis, unspecified",Torticollis NOS,
+7236,Panniculitis specified as affecting neck,Panniculitis of neck,
+7237,Ossification of posterior longitudinal ligament in cervical region,Ossification cerv lig,
+7238,Other syndromes affecting cervical region,Cervical syndrome NEC,
+7239,Unspecified musculoskeletal disorders and symptoms referable to neck,Neck disorder/sympt NOS,
+72400,"Spinal stenosis, unspecified region",Spinal stenosis NOS,
+72401,"Spinal stenosis, thoracic region",Spinal stenosis-thoracic,
+72402,"Spinal stenosis, lumbar region, without neurogenic claudication","Spin sten,lumbr wo claud",
+72403,"Spinal stenosis, lumbar region, with neurogenic claudication","Spin sten,lumbr w claud",
+72409,"Spinal stenosis, other region",Spinal stenosis-oth site,
+7241,Pain in thoracic spine,Pain in thoracic spine,
+7242,Lumbago,Lumbago,
+7243,Sciatica,Sciatica,
+7244,"Thoracic or lumbosacral neuritis or radiculitis, unspecified",Lumbosacral neuritis NOS,
+7245,"Backache, unspecified",Backache NOS,
+7246,Disorders of sacrum,Disorders of sacrum,
+72470,Unspecified disorder of coccyx,Disorder of coccyx NOS,
+72471,Hypermobility of coccyx,Hypermobility of coccyx,
+72479,Other disorders of coccyx,Disorder of coccyx NEC,
+7248,Other symptoms referable to back,Other back symptoms,
+7249,Other unspecified back disorders,Back disorder NOS,
+725,Polymyalgia rheumatica,Polymyalgia rheumatica,
+7260,Adhesive capsulitis of shoulder,Adhesive capsulit shlder,
+72610,"Disorders of bursae and tendons in shoulder region, unspecified",Rotator cuff synd NOS,
+72611,Calcifying tendinitis of shoulder,Calcif tendinitis shlder,
+72612,Bicipital tenosynovitis,Bicipital tenosynovitis,
+72613,Partial tear of rotator cuff,Partial tear rotatr cuff,
+72619,Other specified disorders of bursae and tendons in shoulder region,Rotator cuff dis NEC,
+7262,"Other affections of shoulder region, not elsewhere classified",Shoulder region dis NEC,
+72630,"Enthesopathy of elbow, unspecified",Elbow enthesopathy NOS,
+72631,Medial epicondylitis,Medial epicondylitis,
+72632,Lateral epicondylitis,Lateral epicondylitis,
+72633,Olecranon bursitis,Olecranon bursitis,
+72639,Other enthesopathy of elbow region,Elbow enthesopathy NEC,
+7264,Enthesopathy of wrist and carpus,Enthesopathy of wrist,
+7265,Enthesopathy of hip region,Enthesopathy of hip,
+72660,"Enthesopathy of knee, unspecified",Enthesopathy of knee NOS,
+72661,Pes anserinus tendinitis or bursitis,Pes anserinus tendinitis,
+72662,Tibial collateral ligament bursitis,Tibial coll lig bursitis,
+72663,Fibular collateral ligament bursitis,Fibula coll lig bursitis,
+72664,Patellar tendinitis,Patellar tendinitis,
+72665,Prepatellar bursitis,Prepatellar bursitis,
+72669,Other enthesopathy of knee,Enthesopathy of knee NEC,
+72670,"Enthesopathy of ankle and tarsus, unspecified",Ankle enthesopathy NOS,
+72671,Achilles bursitis or tendinitis,Achilles tendinitis,
+72672,Tibialis tendinitis,Tibialis tendinitis,
+72673,Calcaneal spur,Calcaneal spur,
+72679,Other enthesopathy of ankle and tarsus,Ankle enthesopathy NEC,
+7268,Other peripheral enthesopathies,Periph enthesopathy NEC,
+72690,Enthesopathy of unspecified site,"Enthesopathy, site NOS",
+72691,Exostosis of unspecified site,"Exostosis, site NOS",
+72700,"Synovitis and tenosynovitis, unspecified",Synovitis NOS,
+72701,Synovitis and tenosynovitis in diseases classified elsewhere,Synovitis in oth dis,
+72702,Giant cell tumor of tendon sheath,Giant cell tumor tendon,
+72703,Trigger finger (acquired),Trigger finger,
+72704,Radial styloid tenosynovitis,Radial styloid tenosynov,
+72705,Other tenosynovitis of hand and wrist,Tenosynov hand/wrist NEC,
+72706,Tenosynovitis of foot and ankle,Tenosynovitis foot/ankle,
+72709,Other synovitis and tenosynovitis,Synovitis NEC,
+7271,Bunion,Bunion,
+7272,Specific bursitides often of occupational origin,Occupational bursitis,
+7273,Other bursitis,Bursitis NEC,
+72740,"Synovial cyst, unspecified",Synovial cyst NOS,
+72741,Ganglion of joint,Ganglion of joint,
+72742,Ganglion of tendon sheath,Ganglion of tendon,
+72743,"Ganglion, unspecified",Ganglion NOS,
+72749,"Other ganglion and cyst of synovium, tendon, and bursa",Bursal cyst NEC,
+72750,"Rupture of synovium, unspecified",Rupture of synovium NOS,
+72751,Synovial cyst of popliteal space,Popliteal synovial cyst,
+72759,Other rupture of synovium,Rupture of synovium NEC,
+72760,Nontraumatic rupture of unspecified tendon,Nontraum tendon rupt NOS,
+72761,Complete rupture of rotator cuff,Rotator cuff rupture,
+72762,Nontraumatic rupture of tendons of biceps (long head),Biceps tendon rupture,
+72763,Nontraumatic rupture of extensor tendons of hand and wrist,Rupt exten tendon hand,
+72764,Nontraumatic rupture of flexor tendons of hand and wrist,Rupt flexor tendon hand,
+72765,Nontraumatic rupture of quadriceps tendon,Rupture quadricep tendon,
+72766,Nontraumatic rupture of patellar tendon,Rupture patellar tendon,
+72767,Nontraumatic rupture of achilles tendon,Rupture achilles tendon,
+72768,Nontraumatic rupture of other tendons of foot and ankle,Rupture tendon foot NEC,
+72769,Nontraumatic rupture of other tendon,Nontraum tendon rupt NEC,
+72781,Contracture of tendon (sheath),Contracture of tendon,
+72782,Calcium deposits in tendon and bursa,Calcium deposit tendon,
+72783,Plica syndrome,Plica syndrome,
+72789,"Other disorders of synovium, tendon, and bursa",Synov/tend/bursa dis NEC,
+7279,"Unspecified disorder of synovium, tendon, and bursa",Synov/tend/bursa dis NOS,
+7280,Infective myositis,Infective myositis,
+72810,"Calcification and ossification, unspecified",Muscular calcificat NOS,
+72811,Progressive myositis ossificans,Prog myositis ossificans,
+72812,Traumatic myositis ossificans,Traum myositis ossifican,
+72813,Postoperative heterotopic calcification,Postop heterotopic calc,
+72819,Other muscular calcification and ossification,Muscular calcificat NEC,
+7282,"Muscular wasting and disuse atrophy, not elsewhere classified",Musc disuse atrophy NEC,
+7283,Other specific muscle disorders,Muscle disorders NEC,
+7284,Laxity of ligament,Laxity of ligament,
+7285,Hypermobility syndrome,Hypermobility syndrome,
+7286,Contracture of palmar fascia,Contracted palmar fascia,
+72871,Plantar fascial fibromatosis,Plantar fibromatosis,
+72879,"Other fibromatoses of muscle, ligament, and fascia",Fibromatoses NEC,
+72881,Interstitial myositis,Interstitial myositis,
+72882,Foreign body granuloma of muscle,FB granuloma of muscle,
+72883,"Rupture of muscle, nontraumatic",Nontraum muscle rupture,
+72884,Diastasis of muscle,Diastasis of muscle,
+72885,Spasm of muscle,Spasm of muscle,
+72886,Necrotizing fasciitis,Necrotizing fasciitis,
+72887,Muscle weakness (generalized),Muscle weakness-general,
+72888,Rhabdomyolysis,Rhabdomyolysis,
+72889,"Other disorders of muscle, ligament, and fascia",Muscle/ligament dis NEC,
+7289,"Unspecified disorder of muscle, ligament, and fascia",Muscle/ligament dis NOS,
+7290,"Rheumatism, unspecified and fibrositis",Rheumatism NOS,
+7291,"Myalgia and myositis, unspecified",Myalgia and myositis NOS,
+7292,"Neuralgia, neuritis, and radiculitis, unspecified",Neuralgia/neuritis NOS,
+72930,"Panniculitis, unspecified site","Panniculitis, unsp site",
+72931,"Hypertrophy of fat pad, knee",Hypertrophy of fat pad,
+72939,"Panniculitis, other site","Panniculitis, site NEC",
+7294,"Fasciitis, unspecified",Fasciitis NOS,
+7295,Pain in limb,Pain in limb,
+7296,Residual foreign body in soft tissue,Old FB in soft tissue,
+72971,Nontraumatic compartment syndrome of upper extremity,Nontraum comp syn-up ext,
+72972,Nontraumatic compartment syndrome of lower extremity,Nontraum comp syn-low ex,
+72973,Nontraumatic compartment syndrome of abdomen,Nontrauma comp syn-abd,
+72979,Nontraumatic compartment syndrome of other sites,Nontrauma comp syn NEC,
+72981,Swelling of limb,Swelling of limb,
+72982,Cramp of limb,Cramp in limb,
+72989,Other musculoskeletal symptoms referable to limbs,Muscskel sympt limb NEC,
+72990,"Disorders of soft tissue, unspecified",Soft tissue disord NOS,
+72991,Post-traumatic seroma,Post-traumatic seroma,
+72992,Nontraumatic hematoma of soft tissue,Nontrauma hema soft tiss,
+72999,Other disorders of soft tissue,Soft tissue disorder NEC,
+73000,"Acute osteomyelitis, site unspecified",Ac osteomyelitis-unspec,
+73001,"Acute osteomyelitis, shoulder region",Ac osteomyelitis-shlder,
+73002,"Acute osteomyelitis, upper arm",Ac osteomyelitis-up/arm,
+73003,"Acute osteomyelitis, forearm",Ac osteomyelitis-forearm,
+73004,"Acute osteomyelitis, hand",Ac osteomyelitis-hand,
+73005,"Acute osteomyelitis, pelvic region and thigh",Ac osteomyelitis-pelvis,
+73006,"Acute osteomyelitis, lower leg",Ac osteomyelitis-l/leg,
+73007,"Acute osteomyelitis, ankle and foot",Ac osteomyelitis-ankle,
+73008,"Acute osteomyelitis, other specified sites",Ac osteomyelitis NEC,
+73009,"Acute osteomyelitis, multiple sites",Ac osteomyelitis-mult,
+73010,"Chronic osteomyelitis, site unspecified",Chr osteomyelitis-unsp,
+73011,"Chronic osteomyelitis, shoulder region",Chr osteomyelit-shlder,
+73012,"Chronic osteomyelitis, upper arm",Chr osteomyelit-up/arm,
+73013,"Chronic osteomyelitis, forearm",Chr osteomyelit-forearm,
+73014,"Chronic osteomyelitis, hand",Chr osteomyelit-hand,
+73015,"Chronic osteomyelitis, pelvic region and thigh",Chr osteomyelit-pelvis,
+73016,"Chronic osteomyelitis, lower leg",Chr osteomyelit-l/leg,
+73017,"Chronic osteomyelitis, ankle and foot",Chr osteomyelit-ankle,
+73018,"Chronic osteomyelitis, other specified sites",Chr osteomyelit NEC,
+73019,"Chronic osteomyelitis, multiple sites",Chr osteomyelit-mult,
+73020,"Unspecified osteomyelitis, site unspecified",Osteomyelitis NOS-unspec,
+73021,"Unspecified osteomyelitis, shoulder region",Osteomyelitis NOS-shlder,
+73022,"Unspecified osteomyelitis, upper arm",Osteomyelitis NOS-up/arm,
+73023,"Unspecified osteomyelitis, forearm",Osteomyelit NOS-forearm,
+73024,"Unspecified osteomyelitis, hand",Osteomyelitis NOS-hand,
+73025,"Unspecified osteomyelitis, pelvic region and thigh",Osteomyelitis NOS-pelvis,
+73026,"Unspecified osteomyelitis, lower leg",Osteomyelitis NOS-l/leg,
+73027,"Unspecified osteomyelitis, ankle and foot",Osteomyelitis NOS-ankle,
+73028,"Unspecified osteomyelitis, other specified sites",Osteomyelit NOS-oth site,
+73029,"Unspecified osteomyelitis, multiple sites",Osteomyelitis NOS-mult,
+73030,"Periostitis, without mention of osteomyelitis, site unspecified",Periostitis-unspec,
+73031,"Periostitis, without mention of osteomyelitis, shoulder region",Periostitis-shlder,
+73032,"Periostitis, without mention of osteomyelitis, upper arm",Periostitis-up/arm,
+73033,"Periostitis, without mention of osteomyelitis, forearm",Periostitis-forearm,
+73034,"Periostitis, without mention of osteomyelitis, hand",Periostitis-hand,
+73035,"Periostitis, without mention of osteomyelitis, pelvic region and thigh",Periostitis-pelvis,
+73036,"Periostitis, without mention of osteomyelitis, lower leg",Periostitis-l/leg,
+73037,"Periostitis, without mention of osteomyelitis, ankle and foot",Periostitis-ankle,
+73038,"Periostitis, without mention of osteomyelitis, other specified sites",Periostitis NEC,
+73039,"Periostitis, without mention of osteomyelitis, multiple sites",Periostitis-mult,
+73070,"Osteopathy resulting from poliomyelitis, site unspecified",Polio osteopathy-unspec,
+73071,"Osteopathy resulting from poliomyelitis, shoulder region",Polio osteopathy-shlder,
+73072,"Osteopathy resulting from poliomyelitis, upper arm",Polio osteopathy-up/arm,
+73073,"Osteopathy resulting from poliomyelitis, forearm",Polio osteopathy-forearm,
+73074,"Osteopathy resulting from poliomyelitis, hand",Polio osteopathy-hand,
+73075,"Osteopathy resulting from poliomyelitis, pelvic region and thigh",Polio osteopathy-pelvis,
+73076,"Osteopathy resulting from poliomyelitis, lower leg",Polio osteopathy-l/leg,
+73077,"Osteopathy resulting from poliomyelitis, ankle and foot",Polio osteopathy-ankle,
+73078,"Osteopathy resulting from poliomyelitis, other specified sites",Polio osteopathy NEC,
+73079,"Osteopathy resulting from poliomyelitis, multiple sites",Polio osteopathy-mult,
+73080,"Other infections involving bone in diseases classified elsewhere, site unspecified",Bone infect NEC-unspec,
+73081,"Other infections involving bone in diseases classified elsewhere, shoulder region",Bone infect NEC-shlder,
+73082,"Other infections involving bone in diseases classified elsewhere, upper arm",Bone infect NEC-up/arm,
+73083,"Other infections involving bone in diseases classified elsewhere, forearm",Bone infect NEC-forearm,
+73084,"Other infections involving bone in diseases classified elsewhere, hand",Bone infect NEC-hand,
+73085,"Other infections involving bone in diseases classified elsewhere, pelvic region and thigh",Bone infect NEC-pelvis,
+73086,"Other infections involving bone in diseases classified elsewhere, lower leg",Bone infect NEC-l/leg,
+73087,"Other infections involving bone in diseases classified elsewhere, ankle and foot",Bone infect NEC-ankle,
+73088,"Other infections involving bone in diseases classified elsewhere, other specified sites",Bone infect NEC-oth site,
+73089,"Other infections involving bone in diseases classified elsewhere, multiple sites",Bone infect NEC-mult,
+73090,"Unspecified infection of bone, site unspecified",Bone infec NOS-unsp site,
+73091,"Unspecified infection of bone, shoulder region",Bone infect NOS-shlder,
+73092,"Unspecified infection of bone, upper arm",Bone infect NOS-up/arm,
+73093,"Unspecified infection of bone, forearm",Bone infect NOS-forearm,
+73094,"Unspecified infection of bone, hand",Bone infect NOS-hand,
+73095,"Unspecified infection of bone, pelvic region and thigh",Bone infect NOS-pelvis,
+73096,"Unspecified infection of bone, lower leg",Bone infect NOS-l/leg,
+73097,"Unspecified infection of bone, ankle and foot",Bone infect NOS-ankle,
+73098,"Unspecified infection of bone, other specified sites",Bone infect NOS-oth site,
+73099,"Unspecified infection of bone, multiple sites",Bone infect NOS-mult,
+7310,Osteitis deformans without mention of bone tumor,Osteitis deformans NOS,
+7311,Osteitis deformans in diseases classified elsewhere,Osteitis def in oth dis,
+7312,Hypertrophic pulmonary osteoarthropathy,Hypertroph osteoarthrop,
+7313,Major osseous defects,Major osseous defects,
+7318,Other bone involvement in diseases classified elsewhere,Bone involv in oth dis,
+7320,Juvenile osteochondrosis of spine,Juv osteochondros spine,
+7321,Juvenile osteochondrosis of hip and pelvis,Juv osteochondros pelvis,
+7322,Nontraumatic slipped upper femoral epiphysis,Femoral epiphysiolysis,
+7323,Juvenile osteochondrosis of upper extremity,Juv osteochondrosis arm,
+7324,"Juvenile osteochondrosis of lower extremity, excluding foot",Juv osteochondrosis leg,
+7325,Juvenile osteochondrosis of foot,Juv osteochondrosis foot,
+7326,Other juvenile osteochondrosis,Juv osteochondrosis NEC,
+7327,Osteochondritis dissecans,Osteochondrit dissecans,
+7328,Other specified forms of osteochondropathy,Osteochondropathy NEC,
+7329,Unspecified osteochondropathy,Osteochondropathy NOS,
+73300,"Osteoporosis, unspecified",Osteoporosis NOS,
+73301,Senile osteoporosis,Senile osteoporosis,
+73302,Idiopathic osteoporosis,Idiopathic osteoporosis,
+73303,Disuse osteoporosis,Disuse osteoporosis,
+73309,Other osteoporosis,Osteoporosis NEC,
+73310,"Pathologic fracture, unspecified site",Path fx unspecified site,
+73311,Pathologic fracture of humerus,Path fx humerus,
+73312,Pathologic fracture of distal radius and ulna,Path fx dstl radius ulna,
+73313,Pathologic fracture of vertebrae,Path fx vertebrae,
+73314,Pathologic fracture of neck of femur,Path fx neck of femur,
+73315,Pathologic fracture of other specified part of femur,Path fx oth spcf prt fmr,
+73316,Pathologic fracture of tibia or fibula,Path fx tibia fibula,
+73319,Pathologic fracture of other specified site,Path fx oth specif site,
+73320,"Cyst of bone (localized), unspecified",Cyst of bone NOS,
+73321,Solitary bone cyst,Solitary bone cyst,
+73322,Aneurysmal bone cyst,Aneurysmal bone cyst,
+73329,Other bone cyst,Bone cyst NEC,
+7333,Hyperostosis of skull,Hyperostosis of skull,
+73340,"Aseptic necrosis of bone, site unspecified",Asept necrosis bone NOS,
+73341,Aseptic necrosis of head of humerus,Aseptic necrosis humerus,
+73342,Aseptic necrosis of head and neck of femur,Aseptic necrosis femur,
+73343,Aseptic necrosis of medial femoral condyle,Asept necro femur condyl,
+73344,Aseptic necrosis of talus,Aseptic necrosis talus,
+73345,"Aseptic necrosis of bone, jaw",Aseptic necrosis of jaw,
+73349,"Aseptic necrosis of bone, other",Asept necrosis bone NEC,
+7335,Osteitis condensans,Osteitis condensans,
+7336,Tietze's disease,Tietze's disease,
+7337,Algoneurodystrophy,Algoneurodystrophy,
+73381,Malunion of fracture,Malunion of fracture,
+73382,Nonunion of fracture,Nonunion of fracture,
+73390,"Disorder of bone and cartilage, unspecified",Bone & cartilage dis NOS,
+73391,Arrest of bone development or growth,Arrest of bone growth,
+73392,Chondromalacia,Chondromalacia,
+73393,Stress fracture of tibia or fibula,Stress fx tibia/fibula,
+73394,Stress fracture of the metatarsals,Stress fx metatarsals,
+73395,Stress fracture of other bone,Stress fracture bone NEC,
+73396,Stress fracture of femoral neck,Stress fx femoral neck,
+73397,Stress fracture of shaft of femur,Stress fx shaft femur,
+73398,Stress fracture of pelvis,Stress fx pelvis,
+73399,Other disorders of bone and cartilage,Bone & cartilage dis NEC,
+734,Flat foot,Flat foot,
+7350,Hallux valgus (acquired),Hallux valgus,
+7351,Hallux varus (acquired),Hallux varus,
+7352,Hallux rigidus,Hallux rigidus,
+7353,Hallux malleus,Hallux malleus,
+7354,Other hammer toe (acquired),Other hammer toe,
+7355,Claw toe (acquired),Claw toe,
+7358,Other acquired deformities of toe,Acq deformity of toe NEC,
+7359,Unspecified acquired deformity of toe,Acq deformity of toe NOS,
+73600,"Unspecified deformity of forearm, excluding fingers",Forearm deformity NOS,
+73601,Cubitus valgus (acquired),Cubitus valgus,
+73602,Cubitus varus (acquired),Cubitus varus,
+73603,Valgus deformity of wrist (acquired),Valgus deformity wrist,
+73604,Varus deformity of wrist (acquired),Varus deformity wrist,
+73605,Wrist drop (acquired),Wrist drop,
+73606,Claw hand (acquired),Claw hand,
+73607,"Club hand, acquired","Club hand, acquired",
+73609,"Other acquired deformities of forearm, excluding fingers",Forearm deformity NEC,
+7361,Mallet finger,Mallet finger,
+73620,Unspecified deformity of finger,Acq finger deformity NOS,
+73621,Boutonniere deformity,Boutonniere deformity,
+73622,Swan-neck deformity,Swan-neck deformity,
+73629,Other acquired deformities of finger,Acq finger deformity NEC,
+73630,Unspecified acquired deformity of hip,Acq hip deformity NOS,
+73631,Coxa valga (acquired),Coxa valga,
+73632,Coxa vara (acquired),Coxa vara,
+73639,Other acquired deformities of hip,Acq hip deformity NEC,
+73641,Genu valgum (acquired),Genu valgum,
+73642,Genu varum (acquired),Genu varum,
+7365,Genu recurvatum (acquired),Genu recurvatum,
+7366,Other acquired deformities of knee,Acq knee deformity NEC,
+73670,"Unspecified deformity of ankle and foot, acquired",Acq ankle-foot def NOS,
+73671,Acquired equinovarus deformity,Acq equinovarus,
+73672,"Equinus deformity of foot, acquired",Acq equinus deformity,
+73673,"Cavus deformity of foot, acquired",Cavus deformity of foot,
+73674,"Claw foot, acquired","Claw foot, acquired",
+73675,"Cavovarus deformity of foot, acquired",Acq cavovarus deformity,
+73676,Other acquired calcaneus deformity,Calcaneus deformity NEC,
+73679,Other acquired deformities of ankle and foot,Acq ankle-foot def NEC,
+73681,Unequal leg length (acquired),Unequal leg length,
+73689,Other acquired deformity of other parts of limb,Oth acq limb deformity,
+7369,"Acquired deformity of limb, site unspecified",Acq limb deformity NOS,
+7370,Adolescent postural kyphosis,Adoles postural kyphosis,
+73710,Kyphosis (acquired) (postural),Kyphosis NOS,
+73711,Kyphosis due to radiation,Radiation kyphosis,
+73712,"Kyphosis, postlaminectomy",Postlaminectomy kyphosis,
+73719,Other kyphosis (acquired),Kyphosis NEC,
+73720,Lordosis (acquired) (postural),Lordosis NOS,
+73721,"Lordosis, postlaminectomy",Postlaminectomy lordosis,
+73722,Other postsurgical lordosis,Oth postsurgery lordosis,
+73729,Other lordosis (acquired),Lordosis NEC,
+73730,"Scoliosis [and kyphoscoliosis], idiopathic",Idiopathic scoliosis,
+73731,Resolving infantile idiopathic scoliosis,Resolv idiopath scolios,
+73732,Progressive infantile idiopathic scoliosis,Progr idiopath scoliosis,
+73733,Scoliosis due to radiation,Radiation scoliosis,
+73734,Thoracogenic scoliosis,Thoracogenic scoliosis,
+73739,Other kyphoscoliosis and scoliosis,Scoliosis NEC,
+73740,"Curvature of spine, unspecified, associated with other conditions",Spin curv NOS in oth dis,
+73741,Kyphosis associated with other conditions,Kyphosis in oth dis,
+73742,Lordosis associated with other conditions,Lordosis in oth dis,
+73743,Scoliosis associated with other conditions,Scoliosis in oth dis,
+7378,Other curvatures of spine,Curvature of spine NEC,
+7379,Unspecified curvature of spine,Curvature of spine NOS,
+7380,Acquired deformity of nose,Acq nose deformity,
+73810,Unspecified acquired deformity of head,Unspf acq deformity head,
+73811,Zygomatic hyperplasia,Zygomatic hyperplasia,
+73812,Zygomatic hypoplasia,Zygomatic hypoplasia,
+73819,Other specified acquired deformity of head,Oth spcf deformity head,
+7382,Acquired deformity of neck,Acq neck deformity,
+7383,Acquired deformity of chest and rib,Acq chest deformity,
+7384,Acquired spondylolisthesis,Acq spondylolisthesis,
+7385,Other acquired deformity of back or spine,Other acq back deformity,
+7386,Acquired deformity of pelvis,Acq pelvic deformity,
+7387,Cauliflower ear,Cauliflower ear,
+7388,Acquired deformity of other specified site,Acq deformity NEC,
+7389,Acquired deformity of unspecified site,Acq deformity NOS,
+7390,"Nonallopathic lesions, head region",Somat dys head region,
+7391,"Nonallopathic lesions, cervical region",Somat dysfunc cervic reg,
+7392,"Nonallopathic lesions, thoracic region",Somat dysfunc thorac reg,
+7393,"Nonallopathic lesions, lumbar region",Somat dysfunc lumbar reg,
+7394,"Nonallopathic lesions, sacral region",Somat dysfunc sacral reg,
+7395,"Nonallopathic lesions, pelvic region",Somat dysfunc pelvic reg,
+7396,"Nonallopathic lesions, lower extremities",Somat dysfunc lower extr,
+7397,"Nonallopathic lesions, upper extremities",Somat dysfunc upper extr,
+7398,"Nonallopathic lesions, rib cage",Somat dysfunc rib cage,
+7399,"Nonallopathic lesions, abdomen and other sites",Somatic dysfunction NEC,
+7400,Anencephalus,Anencephalus,
+7401,Craniorachischisis,Craniorachischisis,
+7402,Iniencephaly,Iniencephaly,
+74100,"Spina bifida with hydrocephalus, unspecified region",Spin bif w hydroceph NOS,
+74101,"Spina bifida with hydrocephalus, cervical region",Spin bif w hydrceph-cerv,
+74102,"Spina bifida with hydrocephalus, dorsal (thoracic) region",Spin bif w hydrceph-dors,
+74103,"Spina bifida with hydrocephalus, lumbar region",Spin bif w hydrceph-lumb,
+74190,"Spina bifida without mention of hydrocephalus, unspecified region",Spina bifida,
+74191,"Spina bifida without mention of hydrocephalus, cervical region",Spina bifida-cerv,
+74192,"Spina bifida without mention of hydrocephalus, dorsal (thoracic) region",Spina bifida-dorsal,
+74193,"Spina bifida without mention of hydrocephalus, lumbar region",Spina bifida-lumbar,
+7420,Encephalocele,Encephalocele,
+7421,Microcephalus,Microcephalus,
+7422,Congenital reduction deformities of brain,"Reduction deform, brain",
+7423,Congenital hydrocephalus,Congenital hydrocephalus,
+7424,Other specified congenital anomalies of brain,Brain anomaly NEC,
+74251,Diastematomyelia,Diastematomyelia,
+74253,Hydromyelia,Hydromyelia,
+74259,Other specified congenital anomalies of spinal cord,Spinal cord anomaly NEC,
+7428,Other specified congenital anomalies of nervous system,Nervous system anom NEC,
+7429,"Unspecified congenital anomaly of brain, spinal cord, and nervous system",Nervous system anom NOS,
+74300,"Clinical anophthalmos, unspecified",Clinic anophthalmos NOS,
+74303,"Cystic eyeball, congenital",Congen cystic eyeball,
+74306,Cryptophthalmos,Cryptophthalmos,
+74310,"Microphthalmos, unspecified",Microphthalmos NOS,
+74311,Simple microphthalmos,Simple microphthalmos,
+74312,Microphthalmos associated with other anomalies of eye and adnexa,Microphth w oth eye anom,
+74320,"Buphthalmos, unspecified",Buphthalmos NOS,
+74321,Simple buphthalmos,Simple buphthalmos,
+74322,Buphthalmos associated with other ocular anomalies,Buphthal w oth eye anom,
+74330,"Congenital cataract, unspecified",Congenital cataract NOS,
+74331,Congenital capsular and subcapsular cataract,Capsular cataract,
+74332,Congenital cortical and zonular cataract,Cortical/zonular catarac,
+74333,Congenital nuclear cataract,Nuclear cataract,
+74334,"Total and subtotal cataract, congenital",Cong tot/subtot cataract,
+74335,Congenital aphakia,Congenital aphakia,
+74336,Congenital anomalies of lens shape,Anomalies of lens shape,
+74337,Congenital ectopic lens,Congenital ectopic lens,
+74339,Other congenital cataract and lens anomalies,Cong catar/lens anom NEC,
+74341,Congenital anomalies of corneal size and shape,Anom corneal size/shape,
+74342,"Corneal opacities, interfering with vision, congenital",Cong cornea opac aff vis,
+74343,"Other corneal opacities, congenital",Cong corneal opacit NEC,
+74344,"Specified congenital anomalies of anterior chamber, chamber angle, and related structures",Anom anter chamber-eye,
+74345,Aniridia,Aniridia,
+74346,Other specified congenital anomalies of iris and ciliary body,Anom iris & cil body NEC,
+74347,Specified congenital anomalies of sclera,Anomalies of sclera,
+74348,Multiple and combined congenital anomalies of anterior segment,Mult anom anter seg-eye,
+74349,Other congenital anomalies of anterior segment,Anom anter seg NEC-eye,
+74351,Vitreous anomalies,Vitreous anomalies,
+74352,Fundus coloboma,Fundus coloboma,
+74353,"Chorioretinal degeneration, congenital",Cong chorioretinal degen,
+74354,Congenital folds and cysts of posterior segment,Cong fold/cyst post eye,
+74355,Congenital macular changes,Cong macular change-eye,
+74356,"Other retinal changes, congenital",Cong retinal changes NEC,
+74357,Specified congenital anomalies of optic disc,Optic disc anomalies,
+74358,Vascular anomalies,Vascular anom post eye,
+74359,Other congenital anomalies of posterior segment,Post segmnt anom NEC-eye,
+74361,Congenital ptosis,Congenital ptosis,
+74362,Congenital deformities of eyelids,Congenital eyelid deform,
+74363,Other specified congenital anomalies of eyelid,Spec anom of eyelid NEC,
+74364,Specified congenital anomalies of lacrimal gland,Spec lacrimal gland anom,
+74365,Specified congenital anomalies of lacrimal passages,Spec lacrimal pass anom,
+74366,Specified congenital anomalies of orbit,Spec anomaly of orbit,
+74369,"Other congenital anomalies of eyelids, lacrimal system, and orbit",Anom eyelid/lacr/orb NEC,
+7438,Other specified anomalies of eye,Eye anomalies NEC,
+7439,Unspecified anomaly of eye,Eye anomaly NOS,
+74400,Unspecified anomaly of ear with impairment of hearing,Ear anom NOS/impair hear,
+74401,Absence of external ear,Cong absence ext ear,
+74402,Other anomalies of external ear with impairment of hearing,Ex ear anm NEC-impr hear,
+74403,"Anomaly of middle ear, except ossicles",Middle ear anomaly NEC,
+74404,Anomalies of ear ossicles,Anomalies ear ossicles,
+74405,Anomalies of inner ear,Anomalies of inner ear,
+74409,Other anomalies of ear causing impairment of hearing,Ear anom NEC/impair hear,
+7441,Accessory auricle,Accessory auricle,
+74421,"Absence of ear lobe, congenital",Cong absence of ear lobe,
+74422,Macrotia,Macrotia,
+74423,Microtia,Microtia,
+74424,Specified anomalies of Eustachian tube,Eustachian tube anom NEC,
+74429,Other specified anomalies of ear,Ear anomalies NEC,
+7443,Unspecified anomaly of ear,Ear anomaly NOS,
+74441,Branchial cleft sinus or fistula,Branch cleft sinus/fistu,
+74442,Branchial cleft cyst,Branchial cleft cyst,
+74443,Cervical auricle,Cervical auricle,
+74446,Preauricular sinus or fistula,Preauricular sinus/fistu,
+74447,Preauricular cyst,Preauricular cyst,
+74449,Other branchial cleft cyst or fistula; preauricular sinus,Branchial cleft anom NEC,
+7445,Webbing of neck,Webbing of neck,
+74481,Macrocheilia,Macrocheilia,
+74482,Microcheilia,Microcheilia,
+74483,Macrostomia,Macrostomia,
+74484,Microstomia,Microstomia,
+74489,Other specified congenital anomalies of face and neck,Cong face/neck anom NEC,
+7449,Unspecified congenital anomalies of face and neck,Cong face/neck anom NOS,
+7450,Common truncus,Common truncus,
+74510,Complete transposition of great vessels,Compl transpos great ves,
+74511,Double outlet right ventricle,Double outlet rt ventric,
+74512,Corrected transposition of great vessels,Correct transpos grt ves,
+74519,Other transposition of great vessels,Transpos great vess NEC,
+7452,Tetralogy of fallot,Tetralogy of fallot,
+7453,Common ventricle,Common ventricle,
+7454,Ventricular septal defect,Ventricular sept defect,
+7455,Ostium secundum type atrial septal defect,Secundum atrial sept def,
+74560,"Endocardial cushion defect, unspecified type",Endocard cushion def NOS,
+74561,Ostium primum defect,Ostium primum defect,
+74569,Other endocardial cushion defects,Endocard cushion def NEC,
+7457,Cor biloculare,Cor biloculare,
+7458,Other bulbus cordis anomalies and anomalies of cardiac septal closure,Septal closure anom NEC,
+7459,Unspecified defect of septal closure,Septal closure anom NOS,
+74600,"Congenital pulmonary valve anomaly, unspecified",Pulmonary valve anom NOS,
+74601,"Atresia of pulmonary valve, congenital",Cong pulmon valv atresia,
+74602,"Stenosis of pulmonary valve, congenital",Cong pulmon valve stenos,
+74609,Other congenital anomalies of pulmonary valve,Pulmonary valve anom NEC,
+7461,"Tricuspid atresia and stenosis, congenital",Cong tricusp atres/sten,
+7462,Ebstein's anomaly,Ebstein's anomaly,
+7463,Congenital stenosis of aortic valve,Cong aorta valv stenosis,
+7464,Congenital insufficiency of aortic valve,Cong aorta valv insuffic,
+7465,Congenital mitral stenosis,Congen mitral stenosis,
+7466,Congenital mitral insufficiency,Cong mitral insufficienc,
+7467,Hypoplastic left heart syndrome,Hypoplas left heart synd,
+74681,Subaortic stenosis,Cong subaortic stenosis,
+74682,Cor triatriatum,Cor triatriatum,
+74683,Infundibular pulmonic stenosis,Infundib pulmon stenosis,
+74684,"Obstructive anomalies of heart, not elsewhere classified",Obstruct heart anom NEC,
+74685,Coronary artery anomaly,Coronary artery anomaly,
+74686,Congenital heart block,Congenital heart block,
+74687,Malposition of heart and cardiac apex,Malposition of heart,
+74689,Other specified congenital anomalies of heart,Cong heart anomaly NEC,
+7469,Unspecified congenital anomaly of heart,Cong heart anomaly NOS,
+7470,Patent ductus arteriosus,Patent ductus arteriosus,
+74710,Coarctation of aorta (preductal) (postductal),Coarctation of aorta,
+74711,Interruption of aortic arch,Interrupt of aortic arch,
+74720,"Anomaly of aorta, unspecified",Cong anom of aorta NOS,
+74721,Anomalies of aortic arch,Anomalies of aortic arch,
+74722,Atresia and stenosis of aorta,Aortic atresia/stenosis,
+74729,Other anomalies of aorta,Cong anom of aorta NEC,
+74731,Pulmonary artery coarctation and atresia,Pulmon art coarct/atres,
+74732,Pulmonary arteriovenous malformation,Pulmonary AV malformatn,
+74739,Other anomalies of pulmonary artery and pulmonary circulation,Oth anom pul artery/circ,
+74740,"Anomaly of great veins, unspecified",Great vein anomaly NOS,
+74741,Total anomalous pulmonary venous connection,Tot anom pulm ven connec,
+74742,Partial anomalous pulmonary venous connection,Part anom pulm ven conn,
+74749,Other anomalies of great veins,Great vein anomaly NEC,
+7475,Absence or hypoplasia of umbilical artery,Umbilical artery absence,
+74760,"Anomaly of the peripheral vascular system, unspecified site",Unsp prpherl vasc anomal,
+74761,Gastrointestinal vessel anomaly,Gstrontest vesl anomaly,
+74762,Renal vessel anomaly,Renal vessel anomaly,
+74763,Upper limb vessel anomaly,Upr limb vessel anomaly,
+74764,Lower limb vessel anomaly,Lwr limb vessel anomaly,
+74769,Anomalies of other specified sites of peripheral vascular system,Oth spcf prph vscl anoml,
+74781,Anomalies of cerebrovascular system,Cerebrovascular anomaly,
+74782,Spinal vessel anomaly,Spinal vessel anomaly,
+74783,Persistent fetal circulation,Persistent fetal circ,
+74789,Other specified anomalies of circulatory system,Circulatory anomaly NEC,
+7479,Unspecified anomaly of circulatory system,Circulatory anomaly NOS,
+7480,Choanal atresia,Choanal atresia,
+7481,Other anomalies of nose,Nose anomaly NEC,
+7482,Web of larynx,Laryngeal web,
+7483,"Other anomalies of larynx, trachea, and bronchus",Laryngotrach anomaly NEC,
+7484,Congenital cystic lung,Congenital cystic lung,
+7485,"Agenesis, hypoplasia, and dysplasia of lung",Agenesis of lung,
+74860,"Anomaly of lung, unspecified",Lung anomaly NOS,
+74861,Congenital bronchiectasis,Congen bronchiectasis,
+74869,Other congenital anomalies of lung,Lung anomaly NEC,
+7488,Other specified anomalies of respiratory system,Respiratory anomaly NEC,
+7489,Unspecified anomaly of respiratory system,Respiratory anomaly NOS,
+74900,"Cleft palate, unspecified",Cleft palate NOS,
+74901,"Cleft palate, unilateral, complete",Unilat cleft palate-comp,
+74902,"Cleft palate, unilateral, incomplete",Unilat cleft palate-inc,
+74903,"Cleft palate, bilateral, complete",Bilat cleft palate-compl,
+74904,"Cleft palate, bilateral, incomplete",Bilat cleft palate-inc,
+74910,"Cleft lip, unspecified",Cleft lip NOS,
+74911,"Cleft lip, unilateral, complete",Unilat cleft lip-compl,
+74912,"Cleft lip, unilateral, incomplete",Unilat cleft lip-imcompl,
+74913,"Cleft lip, bilateral, complete",Bilat cleft lip-complete,
+74914,"Cleft lip, bilateral, incomplete",Bilat cleft lip-incompl,
+74920,"Cleft palate with cleft lip, unspecified",Cleft palate & lip NOS,
+74921,"Cleft palate with cleft lip, unilateral, complete",Unil cleft palat/lip-com,
+74922,"Cleft palate with cleft lip, unilateral, incomplete",Unil cleft palat/lip-inc,
+74923,"Cleft palate with cleft lip, bilateral, complete",Bilat clft palat/lip-com,
+74924,"Cleft palate with cleft lip, bilateral, incomplete",Bilat clft palat/lip-inc,
+74925,Other combinations of cleft palate with cleft lip,Cleft palate & lip NEC,
+7500,Tongue tie,Tongue tie,
+75010,"Congenital anomaly of tongue, unspecified",Tongue anomaly NOS,
+75011,Aglossia,Aglossia,
+75012,Congenital adhesions of tongue,Cong adhesions of tongue,
+75013,Fissure of tongue,Cong fissure of tongue,
+75015,Macroglossia,Cong macroglossia,
+75016,Microglossia,Microglossia,
+75019,Other congenital anomalies of tongue,Tongue anomaly NEC,
+75021,Absence of salivary gland,Salivary gland absence,
+75022,Accessory salivary gland,Accessory salivary gland,
+75023,"Atresia, salivary duct","Cong atresia, saliv duct",
+75024,Congenital fistula of salivary gland,Cong salivary fistula,
+75025,Congenital fistula of lip,Congenital lip fistula,
+75026,Other specified anomalies of mouth,Mouth anomaly NEC,
+75027,Diverticulum of pharynx,Diverticulum of pharynx,
+75029,Other specified anomalies of pharynx,Pharyngeal anomaly NEC,
+7503,"Tracheoesophageal fistula, esophageal atresia and stenosis",Cong esoph fistula/atres,
+7504,Other specified anomalies of esophagus,Esophageal anomaly NEC,
+7505,Congenital hypertrophic pyloric stenosis,Cong pyloric stenosis,
+7506,Congenital hiatus hernia,Congenital hiatus hernia,
+7507,Other specified anomalies of stomach,Gastric anomaly NEC,
+7508,Other specified anomalies of upper alimentary tract,Upper GI anomaly NEC,
+7509,Unspecified anomaly of upper alimentary tract,Upper GI anomaly NOS,
+7510,Meckel's diverticulum,Meckel's diverticulum,
+7511,Atresia and stenosis of small intestine,Atresia small intestine,
+7512,"Atresia and stenosis of large intestine, rectum, and anal canal",Atresia large intestine,
+7513,Hirschsprung's disease and other congenital functional disorders of colon,Hirschsprung's disease,
+7514,Anomalies of intestinal fixation,Intestinal fixation anom,
+7515,Other anomalies of intestine,Intestinal anomaly NEC,
+75160,"Unspecified anomaly of gallbladder, bile ducts, and liver",Biliary & liver anom NOS,
+75161,Biliary atresia,Biliary atresia,
+75162,Congenital cystic disease of liver,Cong cystic liver dis,
+75169,"Other anomalies of gallbladder, bile ducts, and liver",Biliary & liver anom NEC,
+7517,Anomalies of pancreas,Pancreas anomalies,
+7518,Other specified anomalies of digestive system,Anom digestive syst NEC,
+7519,Unspecified anomaly of digestive system,Anom digestive syst NOS,
+7520,Anomalies of ovaries,Anomalies of ovaries,
+75210,Unspecified anomaly of fallopian tubes and broad ligaments,Tubal/broad lig anom NOS,
+75211,Embryonic cyst of fallopian tubes and broad ligaments,Embryonic cyst of adnexa,
+75219,Other anomalies of fallopian tubes and broad ligaments,Tubal/broad lig anom NEC,
+7522,Doubling of uterus,Doubling of uterus,
+75231,Agenesis of uterus,Agenesis of uterus,
+75232,Hypoplasia of uterus,Hypoplasia of uterus,
+75233,Unicornuate uterus,Unicornuate uterus,
+75234,Bicornuate uterus,Bicornuate uterus,
+75235,Septate uterus,Septate uterus,
+75236,Arcuate uterus,Arcuate uterus,
+75239,Other anomalies of uterus,Anomalies of uterus NEC,
+75240,"Unspecified anomaly of cervix, vagina, and external female genitalia",Cervix/fem gen anom NOS,
+75241,"Embryonic cyst of cervix, vagina, and external female genitalia",Embryon cyst fem gen NEC,
+75242,Imperforate hymen,Imperforate hymen,
+75243,Cervical agenesis,Cervical agenesis,
+75244,Cervical duplication,Cervical duplication,
+75245,Vaginal agenesis,Vaginal agenesis,
+75246,Transverse vaginal septum,Transv vaginal septum,
+75247,Longitudinal vaginal septum,Longitud vaginal septum,
+75249,"Other anomalies of cervix, vagina, and external female genitalia",Cervix/fem gen anom NEC,
+75251,Undescended testis,Undescended testis,
+75252,Retractile testis,Retractile testis,
+75261,Hypospadias,Hypospadias,
+75262,Epispadias,Epispadias,
+75263,Congenital chordee,Congenital chordee,
+75264,Micropenis,Micropenis,
+75265,Hidden penis,Hidden penis,
+75269,Other penile anomalies,Penile anomalies NEC,
+7527,Indeterminate sex and pseudohermaphroditism,Indeterminate sex,
+75281,Scrotal transposition,Scrotal transposition,
+75289,Other specified anomalies of genital organs,Genital organ anom NEC,
+7529,Unspecified anomaly of genital organs,Genital organ anom NOS,
+7530,Renal agenesis and dysgenesis,Renal agenesis,
+75310,"Cystic kidney disease, unspecified",Cystic kidney diseas NOS,
+75311,Congenital single renal cyst,Congenital renal cyst,
+75312,"Polycystic kidney, unspecified type",Polycystic kidney NOS,
+75313,"Polycystic kidney, autosomal dominant",Polycyst kid-autosom dom,
+75314,"Polycystic kidney, autosomal recessive",Polycyst kid-autosom rec,
+75315,Renal dysplasia,Renal dysplasia,
+75316,Medullary cystic kidney,Medullary cystic kidney,
+75317,Medullary sponge kidney,Medullary sponge kidney,
+75319,Other specified cystic kidney disease,Cystic kidney diseas NEC,
+75320,Unspecified obstructive defect of renal pelvis and ureter,Obs dfct ren plv&urt NOS,
+75321,Congenital obstruction of ureteropelvic junction,Congen obst urtroplv jnc,
+75322,Congenital obstruction of ureterovesical junction,Cong obst ureteroves jnc,
+75323,Congenital ureterocele,Congenital ureterocele,
+75329,Other obstructive defects of renal pelvis and ureter,Obst def ren plv&urt NEC,
+7533,Other specified anomalies of kidney,Kidney anomaly NEC,
+7534,Other specified anomalies of ureter,Ureteral anomaly NEC,
+7535,Exstrophy of urinary bladder,Bladder exstrophy,
+7536,Atresia and stenosis of urethra and bladder neck,Congen urethral stenosis,
+7537,Anomalies of urachus,Anomalies of urachus,
+7538,Other specified anomalies of bladder and urethra,Cystourethral anom NEC,
+7539,Unspecified anomaly of urinary system,Urinary anomaly NOS,
+7540,"Congenital musculoskeletal deformities of skull, face, and jaw",Cong skull/face/jaw def,
+7541,Congenital musculoskeletal deformities of sternocleidomastoid muscle,Congenital torticollis,
+7542,Congenital musculoskeletal deformities of spine,Cong postural deformity,
+75430,"Congenital dislocation of hip, unilateral","Cong hip disloc, unilat",
+75431,"Congenital dislocation of hip, bilateral","Congen hip disloc, bilat",
+75432,"Congenital subluxation of hip, unilateral","Cong hip sublux, unilat",
+75433,"Congenital subluxation of hip, bilateral","Cong hip sublux, bilat",
+75435,Congenital dislocation of one hip with subluxation of other hip,Cong hip disloc w sublux,
+75440,Genu recurvatum,Cong genu recurvatum,
+75441,Congenital dislocation of knee (with genu recurvatum),Cong knee dislocation,
+75442,Congenital bowing of femur,Congen bowing of femur,
+75443,Congenital bowing of tibia and fibula,Cong bowing tibia/fibula,
+75444,Congenital bowing of unspecified long bones of leg,Cong bowing leg NOS,
+75450,Talipes varus,Talipes varus,
+75451,Talipes equinovarus,Talipes equinovarus,
+75452,Metatarsus primus varus,Metatarsus primus varus,
+75453,Metatarsus varus,Metatarsus varus,
+75459,Other varus deformities of feet,Cong varus foot def NEC,
+75460,Talipes valgus,Talipes valgus,
+75461,Congenital pes planus,Congenital pes planus,
+75462,Talipes calcaneovalgus,Talipes calcaneovalgus,
+75469,Other valgus deformities of feet,Cong valgus foot def NEC,
+75470,"Talipes, unspecified",Talipes NOS,
+75471,Talipes cavus,Talipes cavus,
+75479,Other deformities of feet,Cong foot deform NEC,
+75481,Pectus excavatum,Pectus excavatum,
+75482,Pectus carinatum,Pectus carinatum,
+75489,Other specified nonteratogenic anomalies,Nonteratogenic anom NEC,
+75500,"Polydactyly, unspecified digits",Polydactyly NOS,
+75501,Polydactyly of fingers,"Polydactyly, fingers",
+75502,Polydactyly of toes,"Polydactyly, toes",
+75510,Syndactyly of multiple and unspecified sites,"Syndactyly, multiple/NOS",
+75511,Syndactyly of fingers without fusion of bone,Syndactyl fing-no fusion,
+75512,Syndactyly of fingers with fusion of bone,Syndactyl fing w fusion,
+75513,Syndactyly of toes without fusion of bone,Syndactyl toe-no fusion,
+75514,Syndactyly of toes with fusion of bone,Syndactyl toe w fusion,
+75520,Unspecified reduction deformity of upper limb,Reduc deform up limb NOS,
+75521,Transverse deficiency of upper limb,Transverse defic arm,
+75522,"Longitudinal deficiency of upper limb, not elsewhere classified",Longitud defic arm NEC,
+75523,"Longitudinal deficiency, combined, involving humerus, radius, and ulna (complete or incomplete)",Combin longit defic arm,
+75524,"Longitudinal deficiency, humeral, complete or partial (with or without distal deficiencies, incomplete)",Longitudin defic humerus,
+75525,"Longitudinal deficiency, radioulnar, complete or partial (with or without distal deficiencies, incomplete)",Longitud defic radioulna,
+75526,"Longitudinal deficiency, radial, complete or partial (with or without distal deficiencies, incomplete)",Longitud defic radius,
+75527,"Longitudinal deficiency, ulnar, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic ulna,
+75528,"Longitudinal deficiency, carpals or metacarpals, complete or partial (with or without incomplete phalangeal deficiency)",Longitudinal defic hand,
+75529,"Longitudinal deficiency, phalanges, complete or partial",Longitud defic phalanges,
+75530,Unspecified reduction deformity of lower limb,Reduction deform leg NOS,
+75531,Transverse deficiency of lower limb,Transverse defic leg,
+75532,"Longitudinal deficiency of lower limb, not elsewhere classified",Longitudin defic leg NEC,
+75533,"Longitudinal deficiency, combined, involving femur, tibia, and fibula (complete or incomplete)",Comb longitudin def leg,
+75534,"Longitudinal deficiency, femoral, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic femur,
+75535,"Longitudinal deficiency, tibiofibular, complete or partial (with or without distal deficiencies, incomplete)",Tibiofibula longit defic,
+75536,"Longitudinal deficiency, tibia, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic tibia,
+75537,"Longitudinal deficiency, fibular, complete or partial (with or without distal deficiencies, incomplete)",Longitudin defic fibula,
+75538,"Longitudinal deficiency, tarsals or metatarsals, complete or partial (with or without incomplete phalangeal deficiency)",Longitudinal defic foot,
+75539,"Longitudinal deficiency, phalanges, complete or partial",Longitud defic phalanges,
+7554,"Reduction deformities, unspecified limb",Reduct deform limb NOS,
+75550,Unspecified anomaly of upper limb,Upper limb anomaly NOS,
+75551,Congenital deformity of clavicle,Cong deformity-clavicle,
+75552,Congenital elevation of scapula,Cong elevation-scapula,
+75553,Radioulnar synostosis,Radioulnar synostosis,
+75554,Madelung's deformity,Madelung's deformity,
+75555,Acrocephalosyndactyly,Acrocephalosyndactyly,
+75556,Accessory carpal bones,Accessory carpal bones,
+75557,Macrodactylia (fingers),Macrodactylia (fingers),
+75558,"Cleft hand, congenital",Congenital cleft hand,
+75559,"Other anomalies of upper limb, including shoulder girdle",Upper limb anomaly NEC,
+75560,Unspecified anomaly of lower limb,Lower limb anomaly NOS,
+75561,"Coxa valga, congenital",Congenital coxa valga,
+75562,"Coxa vara, congenital",Congenital coxa vara,
+75563,Other congenital deformity of hip (joint),Cong hip deformity NEC,
+75564,Congenital deformity of knee (joint),Cong knee deformity,
+75565,Macrodactylia of toes,Macrodactylia of toes,
+75566,Other anomalies of toes,Anomalies of toes NEC,
+75567,"Anomalies of foot, not elsewhere classified",Anomalies of foot NEC,
+75569,"Other anomalies of lower limb, including pelvic girdle",Lower limb anomaly NEC,
+7558,Other specified anomalies of unspecified limb,Congen limb anomaly NEC,
+7559,Unspecified anomaly of unspecified limb,Congen limb anomaly NOS,
+7560,Anomalies of skull and face bones,Anomal skull/face bones,
+75610,"Anomaly of spine, unspecified",Anomaly of spine NOS,
+75611,"Spondylolysis, lumbosacral region",Lumbosacr spondylolysis,
+75612,Spondylolisthesis,Spondylolisthesis,
+75613,"Absence of vertebra, congenital",Cong absence of vertebra,
+75614,Hemivertebra,Hemivertebra,
+75615,"Fusion of spine (vertebra), congenital",Congen fusion of spine,
+75616,Klippel-Feil syndrome,Klippel-feil syndrome,
+75617,Spina bifida occulta,Spina bifida occulta,
+75619,Other anomalies of spine,Anomaly of spine NEC,
+7562,Cervical rib,Cervical rib,
+7563,Other anomalies of ribs and sternum,Rib & sternum anomal NEC,
+7564,Chondrodystrophy,Chondrodystrophy,
+75650,"Congenital osteodystrophy, unspecified",Osteodystrophy NOS,
+75651,Osteogenesis imperfecta,Osteogenesis imperfecta,
+75652,Osteopetrosis,Osteopetrosis,
+75653,Osteopoikilosis,Osteopoikilosis,
+75654,Polyostotic fibrous dysplasia of bone,Polyostotic fibros dyspl,
+75655,Chondroectodermal dysplasia,Chondroectoderm dysplas,
+75656,Multiple epiphyseal dysplasia,Mult epiphyseal dysplas,
+75659,Other osteodystrophies,Osteodystrophy NEC,
+7566,Anomalies of diaphragm,Anomalies of diaphragm,
+75670,"Anomaly of abdominal wall, unspecified",Congn anoml abd wall NOS,
+75671,Prune belly syndrome,Prune belly syndrome,
+75672,Omphalocele,Omphalocele,
+75673,Gastroschisis,Gastroschisis,
+75679,Other congenital anomalies of abdominal wall,Congn anoml abd wall NEC,
+75681,Absence of muscle and tendon,Absence of muscle/tendon,
+75682,Accessory muscle,Accessory muscle,
+75683,Ehlers-Danlos syndrome,Ehlers-danlos syndrome,
+75689,"Other specified anomalies of muscle, tendon, fascia, and connective tissue",Soft tissue anomaly NEC,
+7569,Other and unspecified anomalies of musculoskeletal system,Musculoskel anom NEC/NOS,
+7570,Hereditary edema of legs,Hereditary edema of legs,
+7571,Ichthyosis congenita,Ichthyosis congenita,
+7572,Dermatoglyphic anomalies,Dermatoglyphic anomalies,
+75731,Congenital ectodermal dysplasia,Cong ectodermal dysplas,
+75732,Vascular hamartomas,Vascular hamartomas,
+75733,Congenital pigmentary anomalies of skin,Cong skin pigment anomal,
+75739,Other specified anomalies of skin,Skin anomaly NEC,
+7574,Specified anomalies of hair,Hair anomalies NEC,
+7575,Specified anomalies of nails,Nail anomalies NEC,
+7576,Specified congenital anomalies of breast,Cong breast anomaly NEC,
+7578,Other specified anomalies of the integument,Oth integument anomalies,
+7579,Unspecified congenital anomaly of the integument,Integument anomaly NOS,
+7580,Down's syndrome,Down's syndrome,
+7581,Patau's syndrome,Patau's syndrome,
+7582,Edwards' syndrome,Edwards' syndrome,
+75831,Cri-du-chat syndrome,Cri-du-chat syndrome,
+75832,Velo-cardio-facial syndrome,Velo-cardio-facial synd,
+75833,Other microdeletions,Microdeletions NEC,
+75839,Other autosomal deletions,Autosomal deletions NEC,
+7584,Balanced autosomal translocation in normal individual,Balance autosom transloc,
+7585,Other conditions due to autosomal anomalies,Autosomal anomalies NEC,
+7586,Gonadal dysgenesis,Gonadal dysgenesis,
+7587,Klinefelter's syndrome,Klinefelter's syndrome,
+75881,Other conditions due to sex chromosome anomalies,Oth cond due to sex chrm,
+75889,Other conditions due to chromosome anomalies,Oth con d/t chrm anm NEC,
+7589,Conditions due to anomaly of unspecified chromosome,Chromosome anomaly NOS,
+7590,Anomalies of spleen,Anomalies of spleen,
+7591,Anomalies of adrenal gland,Adrenal gland anomaly,
+7592,Anomalies of other endocrine glands,Endocrine anomaly NEC,
+7593,Situs inversus,Situs inversus,
+7594,Conjoined twins,Conjoined twins,
+7595,Tuberous sclerosis,Tuberous sclerosis,
+7596,"Other hamartoses, not elsewhere classified",Hamartoses NEC,
+7597,"Multiple congenital anomalies, so described",Mult congen anomal NEC,
+75981,Prader-Willi syndrome,Prader-willi syndrome,
+75982,Marfan syndrome,Marfan syndrome,
+75983,Fragile X syndrome,Fragile x syndrome,
+75989,Other specified congenital anomalies,Specfied cong anomal NEC,
+7599,"Congenital anomaly, unspecified",Congenital anomaly NOS,
+7600,Maternal hypertensive disorders affecting fetus or newborn,Matern hyperten aff NB,
+7601,Maternal renal and urinary tract diseases affecting fetus or newborn,Matern urine dis aff NB,
+7602,Maternal infections affecting fetus or newborn,Maternal infec aff NB,
+7603,Other chronic maternal circulatory and respiratory diseases affecting fetus or newborn,Matern cardioresp aff NB,
+7604,Maternal nutritional disorders affecting fetus or newborn,Matern nutrit dis aff NB,
+7605,Maternal injury affecting fetus or newborn,Maternal injury aff NB,
+76061,Newborn affected by amniocentesis,Amniocentesis affect NB,
+76062,Newborn affected by other in utero procedure,In utero proc NEC aff NB,
+76063,Newborn affected by other surgical operations on mother during pregnancy,Mat surg dur preg aff NB,
+76064,Newborn affected by previous surgical procedure on mother not associated with pregnancy,Prev matern surg aff NB,
+76070,Unspecified noxious substance affecting fetus or newborn via placenta or breast milk,Nox sub NOS aff NB/fetus,
+76071,Alcohol affecting fetus or newborn via placenta or breast milk,Maternl alc aff NB/fetus,
+76072,Narcotics affecting fetus or newborn via placenta or breast milk,Matern narc aff NB/fetus,
+76073,Hallucinogenic agents affecting fetus or newborn via placenta or breast milk,Matern halluc af NB/fet,
+76074,Anti-infectives affecting fetus or newborn via placenta or breast milk,Mat anti-inf aff NB/fet,
+76075,Cocaine affecting fetus or newborn via placenta or breast milk,Mat cocaine aff NB/fet,
+76076,Diethylstilbestrol [DES] affecting fetus or newborn via placenta or breast milk,Maternal DES af NB/fetus,
+76077,Anticonvulsants affecting fetus or newborn via placenta or breast milk,Mat anticonv aff NB/fet,
+76078,Antimetabolic agents affecting fetus or newborn via placenta or breast milk,Mat antimetabol aff NB,
+76079,Other noxious influences affecting fetus or newborn via placenta or breast milk,Nox sub NEC aff NB/fetus,
+7608,Other specified maternal conditions affecting fetus or newborn,Maternal cond NEC aff NB,
+7609,Unspecified maternal condition affecting fetus or newborn,Maternal cond NOS aff NB,
+7610,Incompetent cervix affecting fetus or newborn,Incompetnt cervix aff NB,
+7611,Premature rupture of membranes affecting fetus or newborn,Premat rupt memb aff NB,
+7612,Oligohydramnios affecting fetus or newborn,Oligohydramnios aff NB,
+7613,Polyhydramnios affecting fetus or newborn,Polyhydramnios aff NB,
+7614,Ectopic pregnancy affecting fetus or newborn,Ectopic pregnancy aff NB,
+7615,Multiple pregnancy affecting fetus or newborn,Mult pregnancy aff NB,
+7616,Maternal death affecting fetus or newborn,Maternal death aff NB,
+7617,Malpresentation before labor affecting fetus or newborn,Antepart malpres aff NB,
+7618,Other specified maternal complications of pregnancy affecting fetus or newborn,Matern compl NEC aff NB,
+7619,Unspecified maternal complication of pregnancy affecting fetus or newborn,Matern compl NOS aff NB,
+7620,Placenta previa affecting fetus or newborn,Placenta previa aff NB,
+7621,Other forms of placental separation and hemorrhage affecting fetus or newborn,Placenta hem NEC aff NB,
+7622,Other and unspecified morphological and functional abnormalities of placenta affecting fetus or newborn,Abn plac NEC/NOS aff NB,
+7623,Placental transfusion syndromes affecting fetus or newborn,Placent transfusion syn,
+7624,Prolapsed umbilical cord affecting fetus or newborn,Prolapsed cord aff NB,
+7625,Other compression of umbilical cord affecting fetus or newborn,Oth umbil cord compress,
+7626,Other and unspecified conditions of umbilical cord affecting fetus or newborn,Umbil cond NEC aff NB,
+7627,Chorioamnionitis affecting fetus or newborn,Chorioamnionitis aff NB,
+7628,Other specified abnormalities of chorion and amnion affecting fetus or newborn,Abn amnion NEC aff NB,
+7629,Unspecified abnormality of chorion and amnion affecting fetus or newborn,Abn amnion NOS aff NB,
+7630,Breech delivery and extraction affecting fetus or newborn,Breech del/extrac aff NB,
+7631,"Other malpresentation, malposition, and disproportion during labor and delivery affecting fetus or newborn",Malpos/dispro NEC aff NB,
+7632,Forceps delivery affecting fetus or newborn,Forceps delivery aff NB,
+7633,Delivery by vacuum extractor affecting fetus or newborn,Vacuum extrac del aff NB,
+7634,Cesarean delivery affecting fetus or newborn,Cesarean delivery aff NB,
+7635,Maternal anesthesia and analgesia affecting fetus or newborn,Mat anesth/analg aff NB,
+7636,Precipitate delivery affecting fetus or newborn,Precipitate del aff NB,
+7637,Abnormal uterine contractions affecting fetus or newborn,Abn uterine contr aff NB,
+76381,Abnormality in fetal heart rate or rhythm before the onset of labor,Ab ftl hrt rt/rh b/f lab,
+76382,Abnormality in fetal heart rate or rhythm during labor,Ab ftl hrt rt/rh dur lab,
+76383,"Abnormality in fetal heart rate or rhythm, unspecified as to time of onset",Ab ftl hrt rt/rhy NOS,
+76384,Meconium passage during delivery,Meconium dur del aff NB,
+76389,Other specified complications of labor and delivery affecting fetus or newborn,Compl del NEC aff NB,
+7639,Unspecified complication of labor and delivery affecting fetus or newborn,Compl deliv NOS aff NB,
+76400,"""Light-for-dates"" without mention of fetal malnutrition, unspecified [weight]",Light-for-dates wtNOS,
+76401,"""Light-for-dates"" without mention of fetal malnutrition, less than 500 grams",Light-for-dates <500g,
+76402,"""Light-for-dates"" without mention of fetal malnutrition, 500-749 grams",Lt-for-dates 500-749g,
+76403,"""Light-for-dates"" without mention of fetal malnutrition, 750-999 grams",Lt-for-dates 750-999g,
+76404,"""Light-for-dates"" without mention of fetal malnutrition, 1,000- 1,249 grams",Lt-for-dates 1000-1249g,
+76405,"""Light-for-dates""without mention of fetal malnutrition, 1,250- 1,499 grams",Lt-for-dates 1250-1499g,
+76406,"""Light-for-dates"" without mention of fetal malnutrition, 1,500- 1,749 grams",Lt-for-dates 1500-1749g,
+76407,"""Light-for-dates"" without mention of fetal malnutrition, 1,750- 1,999 grams",Lt-for-dates 1750-1999g,
+76408,"""Light-for-dates"" without mention of fetal malnutrition, 2,000- 2,499 grams",Lt-for-dates 2000-2499g,
+76409,"""Light-for-dates"" without mention of fetal malnutrition, 2,500 grams and over",Lt-for-dates 2500+g,
+76410,"""Light-for-dates"" with signs of fetal malnutrition, unspecified [weight]",Lt-for-date w/mal wtNOS,
+76411,"""Light-for-dates"" with signs of fetal malnutrition, less than 500 grams",Lt-for-date w/mal <500g,
+76412,"""Light-for-dates""with signs of fetal malnutrition, 500-749 grams",Lt-date w/mal 500-749g,
+76413,"""Light-for-dates"" with signs of fetal malnutrition, 750-999 grams",Lt-date w/mal 750-999g,
+76414,"""Light-for-dates"" with signs of fetal malnutrition, 1,000-1,249 grams",Lt-date w/mal 1000-1249g,
+76415,"""Light-for-dates"" with signs of fetal malnutrition, 1,250-1,499 grams",Lt-date w/mal 1250-1499g,
+76416,"""Light-for-dates"" with signs of fetal malnutrition, 1,500-1,749 grams",Lt-date w/mal 1500-1749g,
+76417,"""Light-for-dates"" with signs of fetal malnutrition, 1,750-1,999 grams",Lt-date w/mal 1750-1999g,
+76418,"""Light-for-dates""with signs of fetal malnutrition, 2,000-2,499 grams",Lt-date w/mal 2000-2499g,
+76419,"""Light-for-dates""with signs of fetal malnutrition, 2,500 grams and over",Lt-for-date w/mal 2500+g,
+76420,"Fetal malnutrition without mention of ""light-for-dates"", unspecified [weight]",Fetal malnutrition wtNOS,
+76421,"Fetal malnutrition without mention of ""light-for-dates"", less than 500 grams",Fetal malnutrition <500g,
+76422,"Fetal malnutrition without mention of ""light-for-dates"", 500-749 grams",Fetal malnutr 500-749g,
+76423,"Fetal malnutrition without mention of ""light-for-dates"", 750-999 grams",Fetal mal 750-999g,
+76424,"Fetal malnutrition without mention of ""light-for-dates"", 1,000-1,249 grams",Fetal mal 1000-1249g,
+76425,"Fetal malnutrition without mention of ""light-for-dates"", 1,250-1,499 grams",Fetal mal 1250-1499g,
+76426,"Fetal malnutrition without mention of ""light-for-dates"", 1,500-1,749 grams",Fetal mal 1500-1749g,
+76427,"Fetal malnutrition without mention of ""light-for-dates"", 1,750-1,999 grams",Fetal malnutr 1750-1999g,
+76428,"Fetal malnutrition without mention of ""light-for-dates"", 2,000-2,499 grams",Fetal malnutr 2000-2499g,
+76429,"Fetal malnutrition without mention of ""light-for-dates"", 2,500 grams and over",Fetal malnutr 2500+g,
+76490,"Fetal growth retardation, unspecified, unspecified [weight]",Fet growth retard wtNOS,
+76491,"Fetal growth retardation, unspecified, less than 500 grams",Fet growth retard <500g,
+76492,"Fetal growth retardation, unspecified, 500-749 grams",Fet growth ret 500-749g,
+76493,"Fetal growth retardation, unspecified, 750-999 grams",Fet growth ret 750-999g,
+76494,"Fetal growth retardation, unspecified, 1,000-1,249 grams",Fet grwth ret 1000-1249g,
+76495,"Fetal growth retardation, unspecified, 1,250-1,499 grams",Fet grwth ret 1250-1499g,
+76496,"Fetal growth retardation, unspecified, 1,500-1,749 grams",Fet grwth ret 1500-1749g,
+76497,"Fetal growth retardation, unspecified, 1,750-1,999 grams",Fet grwth ret 1750-1999g,
+76498,"Fetal growth retardation, unspecified, 2,000-2,499 grams",Fet grwth ret 2000-2499g,
+76499,"Fetal growth retardation, unspecified, 2,500 grams and over",Fet growth ret 2500+g,
+76500,"Extreme immaturity, unspecified [weight]",Extreme immatur wtNOS,
+76501,"Extreme immaturity, less than 500 grams",Extreme immatur <500g,
+76502,"Extreme immaturity, 500-749 grams",Extreme immatur 500-749g,
+76503,"Extreme immaturity, 750-999 grams",Extreme immatur 750-999g,
+76504,"Extreme immaturity, 1,000-1,249 grams",Extreme immat 1000-1249g,
+76505,"Extreme immaturity, 1,250-1,499 grams",Extreme immat 1250-1499g,
+76506,"Extreme immaturity, 1,500-1,749 grams",Extreme immat 1500-1749g,
+76507,"Extreme immaturity, 1,750-1,999 grams",Extreme immat 1750-1999g,
+76508,"Extreme immaturity, 2,000-2,499 grams",Extreme immat 2000-2499g,
+76509,"Extreme immaturity, 2,500 grams and over",Extreme immat 2500+g,
+76510,"Other preterm infants, unspecified [weight]",Preterm infant NEC wtNOS,
+76511,"Other preterm infants, less than 500 grams",Preterm NEC <500g,
+76512,"Other preterm infants, 500-749 grams",Preterm NEC 500-749g,
+76513,"Other preterm infants, 750-999 grams",Preterm NEC 750-999g,
+76514,"Other preterm infants, 1,000-1,249 grams",Preterm NEC 1000-1249g,
+76515,"Other preterm infants, 1,250-1,499 grams",Preterm NEC 1250-1499g,
+76516,"Other preterm infants, 1,500-1,749 grams",Preterm NEC 1500-1749g,
+76517,"Other preterm infants, 1,750-1,999 grams",Preterm NEC 1750-1999g,
+76518,"Other preterm infants, 2,000-2,499 grams",Preterm NEC 2000-2499g,
+76519,"Other preterm infants, 2,500 grams and over",Preterm NEC 2500+g,
+76520,Unspecified weeks of gestation,Weeks of gestation NOS,
+76521,Less than 24 completed weeks of gestation,<24 comp wks gestation,
+76522,24 completed weeks of gestation,24 comp weeks gestation,
+76523,25-26 completed weeks of gestation,25-26 comp wks gestation,
+76524,27-28 completed weeks of gestation,27-28 comp wks gestation,
+76525,29-30 completed weeks of gestation,29-30 comp wks gestation,
+76526,31-32 completed weeks of gestation,31-32 comp wks gestation,
+76527,33-34 completed weeks of gestation,33-34 comp wks gestation,
+76528,35-36 completed weeks of gestation,35-36 comp wks gestation,
+76529,37 or more completed weeks of gestation,37+ comp wks gestation,
+7660,Exceptionally large baby,Exceptionally large baby,
+7661,"Other ""heavy-for-dates"" infants",Heavy-for-date infan NEC,
+76621,Post-term infant,Post-term infant,
+76622,Prolonged gestation of infant,Prolong gestation-infant,
+7670,Subdural and cerebral hemorrhage,Cerebral hem at birth,
+76711,Epicranial subaponeurotic hemorrhage (massive),Epicranial subapo hemorr,
+76719,Other injuries to scalp,Injuries to scalp NEC,
+7672,Fracture of clavicle due to birth trauma,Clavicle fx at birth,
+7673,Other injuries to skeleton due to birth trauma,Bone injury NEC at birth,
+7674,Injury to spine and spinal cord due to birth trauma,Spinal cord inj at birth,
+7675,Facial nerve injury due to birth trauma,Facial nerve inj-birth,
+7676,Injury to brachial plexus due to birth trauma,Brach plexus inj-birth,
+7677,Other cranial and peripheral nerve injuries due to birth trauma,Nerve inj NEC at birth,
+7678,Other specified birth trauma,Birth trauma NEC,
+7679,"Birth trauma, unspecified",Birth trauma NOS,
+7680,Fetal death from asphyxia or anoxia before onset of labor or at unspecified time,Fetal death-anoxia NOS,
+7681,Fetal death from asphyxia or anoxia during labor,Fet death-anoxia dur lab,
+7682,"Fetal distress before onset of labor, in liveborn infant",Fet distress befor labor,
+7683,"Fetal distress first noted during labor and delivery, in liveborn infant",Fetal distrs dur lab/del,
+7684,"Fetal distress, unspecified as to time of onset, in liveborn infant",Fetal distress NOS,
+7685,Severe birth asphyxia,Severe birth asphyxia,
+7686,Mild or moderate birth asphyxia,Mild/mod birth asphyxia,
+76870,"Hypoxic-ischemic encephalopathy, unspecified",Hypoxc-ischem enceph NOS,
+76871,Mild hypoxic-ischemic encephalopathy,Mild hypox-ischem enceph,
+76872,Moderate hypoxic-ischemic encephalopathy,Mod hypox-ischem enceph,
+76873,Severe hypoxic-ischemic encephalopathy,Sev hypox-ischem enceph,
+7689,Unspecified severity of birth asphyxia in liveborn infant,Birth asphyxia NOS,
+769,Respiratory distress syndrome in newborn,Respiratory distress syn,
+7700,Congenital pneumonia,Congenital pneumonia,
+77010,"Fetal and newborn aspiration, unspecified",Fetal & newborn asp NOS,
+77011,Meconium aspiration without respiratory symptoms,Meconium asp wo resp sym,
+77012,Meconium aspiration with respiratory symptoms,Meconium asp w resp symp,
+77013,Aspiration of clear amniotic fluid without respiratory symptoms,Amniotc asp w/o resp sym,
+77014,Aspiration of clear amniotic fluid with respiratory symptoms,Amniotic asp w resp sym,
+77015,Aspiration of blood without respiratory symptoms,Blood asp w/o resp sympt,
+77016,Aspiration of blood with respiratory symptoms,Blood asp w resp sympt,
+77017,Other fetal and newborn aspiration without respiratory symptoms,NB asp w/o resp symp NEC,
+77018,Other fetal and newborn aspiration with respiratory symptoms,NB asp w resp symp NEC,
+7702,Interstitial emphysema and related conditions,NB interstit emphysema,
+7703,Pulmonary hemorrhage,NB pulmonary hemorrhage,
+7704,Primary atelectasis,Primary atelectasis,
+7705,Other and unspecified atelectasis,NB atelectasis NEC/NOS,
+7706,Transitory tachypnea of newborn,NB transitory tachypnea,
+7707,Chronic respiratory disease arising in the perinatal period,Perinatal chr resp dis,
+77081,Primary apnea of newborn,Primary apnea of newborn,
+77082,Other apnea of newborn,Other apnea of newborn,
+77083,Cyanotic attacks of newborn,"Cyanotic attack, newborn",
+77084,Respiratory failure of newborn,Resp failure of newborn,
+77085,Aspiration of postnatal stomach contents without respiratory symptoms,Stomch cont asp w/o resp,
+77086,Aspiration of postnatal stomach contents with respiratory symptoms,Stomach cont asp w resp,
+77087,Respiratory arrest of newborn,NB respiratory arrest,
+77088,Hypoxemia of newborn,NB hypoxia,
+77089,Other respiratory problems after birth,Resp prob after brth NEC,
+7709,Unspecified respiratory condition of fetus and newborn,NB respiratory cond NOS,
+7710,Congenital rubella,Congenital rubella,
+7711,Congenital cytomegalovirus infection,Cong cytomegalovirus inf,
+7712,Other congenital infections specific to the perinatal period,Congenital infec NEC,
+7713,Tetanus neonatorum,Tetanus neonatorum,
+7714,Omphalitis of the newborn,Omphalitis of newborn,
+7715,Neonatal infective mastitis,Neonatal infec mastitis,
+7716,Neonatal conjunctivitis and dacryocystitis,Neonatal conjunctivitis,
+7717,Neonatal Candida infection,Neonatal candida infect,
+77181,Septicemia [sepsis] of newborn,NB septicemia [sepsis],
+77182,Urinary tract infection of newborn,NB urinary tract infectn,
+77183,Bacteremia of newborn,Bacteremia of newborn,
+77189,Other infections specific to the perinatal period,Perinatal infection NEC,
+7720,Fetal blood loss,NB fetal blood loss NEC,
+77210,Intraventricular hemorrhage unspecified grade,NB intraven hem NOS,
+77211,"Intraventricular hemorrhage, grade I","NB intraven hem,grade i",
+77212,"Intraventricular hemorrhage, grade II","NB intraven hem,grade ii",
+77213,"Intraventricular hemorrhage, grade III","NB intravn hem,grade iii",
+77214,"Intraventricular hemorrhage, grade IV","NB intraven hem,grade iv",
+7722,Subarachnoid hemorrhage of fetus or newborn,NB subarachnoid hemorr,
+7723,Umbilical hemorrhage after birth,Post-birth umbil hemorr,
+7724,Gastrointestinal hemorrhage of fetus or newborn,NB GI hemorrhage,
+7725,Adrenal hemorrhage of fetus or newborn,NB adrenal hemorrhage,
+7726,Cutaneous hemorrhage of fetus or newborn,NB cutaneous hemorrhage,
+7728,Other specified hemorrhage of fetus or newborn,Neonatal hemorrhage NEC,
+7729,Unspecified hemorrhage of newborn,Neonatal hemorrhage NOS,
+7730,Hemolytic disease of fetus or newborn due to Rh isoimmunization,NB hemolyt dis:rh isoimm,
+7731,Hemolytic disease of fetus or newborn due to ABO isoimmunization,NB hemolyt dis-abo isoim,
+7732,Hemolytic disease of fetus or newborn due to other and unspecified isoimmunization,NB hemolyt dis-isoim NEC,
+7733,Hydrops fetalis due to isoimmunization,Hydrops fetalis:isoimm,
+7734,Kernicterus of fetus or newborn due to isoimmunization,NB kernicterus:isoimmun,
+7735,Late anemia of fetus or newborn due to isoimmunization,NB late anemia:isoimmun,
+7740,Perinatal jaundice from hereditary hemolytic anemias,Perinat jaund-hered anem,
+7741,Perinatal jaundice from other excessive hemolysis,Perinat jaund:hemolysis,
+7742,Neonatal jaundice associated with preterm delivery,Neonat jaund preterm del,
+77430,"Neonatal jaundice due to delayed conjugation, cause unspecified",Delay conjugat jaund NOS,
+77431,Neonatal jaundice due to delayed conjugation in diseases classified elsewhere,Neonat jaund in oth dis,
+77439,Other neonatal jaundice due to delayed conjugation from other causes,Delay conjugat jaund NEC,
+7744,Perinatal jaundice due to hepatocellular damage,Fetal/neonatal hepatitis,
+7745,Perinatal jaundice from other causes,Perinatal jaundice NEC,
+7746,Unspecified fetal and neonatal jaundice,Fetal/neonatal jaund NOS,
+7747,Kernicterus of fetus or newborn not due to isoimmunization,NB kernicterus,
+7750,"Syndrome of ""infant of a diabetic mother""",Infant diabet mother syn,
+7751,Neonatal diabetes mellitus,Neonat diabetes mellitus,
+7752,Neonatal myasthenia gravis,Neonat myasthenia gravis,
+7753,Neonatal thyrotoxicosis,Neonatal thyrotoxicosis,
+7754,Hypocalcemia and hypomagnesemia of newborn,Hypocalcem/hypomagnes NB,
+7755,Other transitory neonatal electrolyte disturbances,Neonatal dehydration,
+7756,Neonatal hypoglycemia,Neonatal hypoglycemia,
+7757,Late metabolic acidosis of newborn,Late metab acidosis NB,
+77581,Other acidosis of newborn,NB acidosis NEC,
+77589,Other neonatal endocrine and metabolic disturbances,Neonat endo/met dis NEC,
+7759,Unspecified endocrine and metabolic disturbances specific to the fetus and newborn,Transient met dis NB NOS,
+7760,Hemorrhagic disease of newborn,NB hemorrhagic disease,
+7761,Transient neonatal thrombocytopenia,Neonatal thrombocytopen,
+7762,Disseminated intravascular coagulation in newborn,Dissem intravasc coag NB,
+7763,Other transient neonatal disorders of coagulation,Oth neonatal coag dis,
+7764,Polycythemia neonatorum,Polycythemia neonatorum,
+7765,Congenital anemia,Congenital anemia,
+7766,Anemia of prematurity,Anemia of prematurity,
+7767,Transient neonatal neutropenia,Neonatal neutropenia,
+7768,Other specified transient hematological disorders of fetus or newborn,Transient hemat dis NEC,
+7769,Unspecified hematological disorder specific to newborn,NB hematological dis NOS,
+7771,Meconium obstruction in fetus or newborn,Meconium obstruction,
+7772,Intestinal obstruction in newborn due to inspissated milk,Intest obst-inspiss milk,
+7773,Hematemesis and melena of newborn due to swallowed maternal blood,Swallowed blood syndrome,
+7774,Transitory ileus of newborn,Transitory ileus of NB,
+77750,"Necrotizing enterocolitis in newborn, unspecified",Nec enterocoltis NB NOS,
+77751,Stage I necrotizing enterocolitis in newborn,Stg I nec enterocol NB,
+77752,Stage II necrotizing enterocolitis in newborn,Stg II nec enterocol NB,
+77753,Stage III necrotizing enterocolitis in newborn,Stg III nec enterocol NB,
+7776,Perinatal intestinal perforation,Perinatal intest perfor,
+7778,Other specified perinatal disorders of digestive system,Perinat GI sys dis NEC,
+7779,Unspecified perinatal disorder of digestive system,Perinat GI sys dis NOS,
+7780,Hydrops fetalis not due to isoimmunization,Hydrops fetalis no isoim,
+7781,Sclerema neonatorum,Sclerema neonatorum,
+7782,Cold injury syndrome of newborn,NB cold injury syndrome,
+7783,Other hypothermia of newborn,NB hypothermia NEC,
+7784,Other disturbances of temperature regulation of newborn,NB temp regulat dis NEC,
+7785,Other and unspecified edema of newborn,Edema of newborn NEC/NOS,
+7786,Congenital hydrocele,Congenital hydrocele,
+7787,Breast engorgement in newborn,NB breast engorgement,
+7788,Other specified conditions involving the integument of fetus and newborn,NB integument cond NEC,
+7789,Unspecified condition involving the integument and temperature regulation of fetus and newborn,NB integument cond NOS,
+7790,Convulsions in newborn,Convulsions in newborn,
+7791,Other and unspecified cerebral irritability in newborn,NB cereb irrit NEC/NOS,
+7792,"Cerebral depression, coma, and other abnormal cerebral signs in fetus or newborn",Cns dysfunction syn NB,
+77931,Feeding problems in newborn,NB feeding problems,
+77932,Bilious vomiting in newborn,NB bilious vomiting,
+77933,Other vomiting in newborn,NB other vomiting,
+77934,Failure to thrive in newborn,NB failure to thrive,
+7794,Drug reactions and intoxications specific to newborn,NB drug reaction/intoxic,
+7795,Drug withdrawal syndrome in newborn,NB drug withdrawal syndr,
+7796,Termination of pregnancy (fetus),Termination of pregnancy,
+7797,Periventricular leukomalacia,Perivent leukomalacia,
+77981,Neonatal bradycardia,Neonatal bradycardia,
+77982,Neonatal tachycardia,Neonatal tachycardia,
+77983,Delayed separation of umbilical cord,Delay separate umbl cord,
+77984,Meconium staining,Meconium staining,
+77985,Cardiac arrest of newborn,NB cardiac arrest,
+77989,Other specified conditions originating in the perinatal period,Perinatal condition NEC,
+7799,Unspecified condition originating in the perinatal period,Perinatal condition NOS,
+78001,Coma,Coma,
+78002,Transient alteration of awareness,Trans alter awareness,
+78003,Persistent vegetative state,Persistent vegtv state,
+78009,Other alteration of consciousness,Other alter consciousnes,
+7801,Hallucinations,Hallucinations,
+7802,Syncope and collapse,Syncope and collapse,
+78031,"Febrile convulsions (simple), unspecified",Febrile convulsions NOS,
+78032,Complex febrile convulsions,Complx febrile convulsns,
+78033,Post traumatic seizures,Post traumatic seizures,
+78039,Other convulsions,Convulsions NEC,
+7804,Dizziness and giddiness,Dizziness and giddiness,
+78050,"Sleep disturbance, unspecified",Sleep disturbance NOS,
+78051,"Insomnia with sleep apnea, unspecified",Insomn w sleep apnea NOS,
+78052,"Insomnia, unspecified",Insomnia NOS,
+78053,"Hypersomnia with sleep apnea, unspecified",Hypersom w slp apnea NOS,
+78054,"Hypersomnia, unspecified",Hypersomnia NOS,
+78055,"Disruption of 24 hour sleep wake cycle, unspecified",Irreg sleep-wake rhy NOS,
+78056,Dysfunctions associated with sleep stages or arousal from sleep,Sleep stage dysfunctions,
+78057,Unspecified sleep apnea,Sleep apnea NOS,
+78058,"Sleep related movement disorder, unspecified",Sleep rel move disor NOS,
+78059,Other sleep disturbances,Sleep disturbances NEC,
+78060,"Fever, unspecified",Fever NOS,
+78061,Fever presenting with conditions classified elsewhere,Fever in other diseases,
+78062,Postprocedural fever,Postprocedural fever,
+78063,Postvaccination fever,Postvaccination fever,
+78064,Chills (without fever),Chills (without fever),
+78065,Hypothermia not associated with low environmental temperature,Hypothrm-wo low env tmp,
+78066,Febrile nonhemolytic transfusion reaction,Feb nonhemo transf react,
+78071,Chronic fatigue syndrome,Chronic fatigue syndrome,
+78072,Functional quadriplegia,Functional quadriplegia,
+78079,Other malaise and fatigue,Malaise and fatigue NEC,
+7808,Generalized hyperhidrosis,Generalizd hyperhidrosis,
+78091,Fussy infant (baby),Fussy infant/baby,
+78092,Excessive crying of infant (baby),Excess cry infant/baby,
+78093,Memory loss,Memory loss,
+78094,Early satiety,Early satiety,
+78095,"Excessive crying of child, adolescent, or adult","Excs cry chld,adol,adult",
+78096,Generalized pain,Generalized pain,
+78097,Altered mental status,Altered mental status,
+78099,Other general symptoms,Other general symptoms,
+7810,Abnormal involuntary movements,Abn involun movement NEC,
+7811,Disturbances of sensation of smell and taste,Smell & taste disturb,
+7812,Abnormality of gait,Abnormality of gait,
+7813,Lack of coordination,Lack of coordination,
+7814,Transient paralysis of limb,Transient limb paralysis,
+7815,Clubbing of fingers,Clubbing of fingers,
+7816,Meningismus,Meningismus,
+7817,Tetany,Tetany,
+7818,Neurologic neglect syndrome,Neurologic neglect syndr,
+78191,Loss of height,Loss of height,
+78192,Abnormal posture,Abnormal posture,
+78193,Ocular torticollis,Ocular torticollis,
+78194,Facial weakness,Facial weakness,
+78199,Other symptoms involving nervous and musculoskeletal systems,Nerve/musculskel sym NEC,
+7820,Disturbance of skin sensation,Skin sensation disturb,
+7821,Rash and other nonspecific skin eruption,Nonspecif skin erupt NEC,
+7822,"Localized superficial swelling, mass, or lump",Local suprficial swellng,
+7823,Edema,Edema,
+7824,"Jaundice, unspecified, not of newborn",Jaundice NOS,
+7825,Cyanosis,Cyanosis,
+78261,Pallor,Pallor,
+78262,Flushing,Flushing,
+7827,Spontaneous ecchymoses,Spontaneous ecchymoses,
+7828,Changes in skin texture,Changes in skin texture,
+7829,Other symptoms involving skin and integumentary tissues,Integument tiss symp NEC,
+7830,Anorexia,Anorexia,
+7831,Abnormal weight gain,Abnormal weight gain,
+78321,Loss of weight,Abnormal loss of weight,
+78322,Underweight,Underweight,
+7833,Feeding difficulties and mismanagement,Feeding problem,
+78340,"Lack of normal physiological development, unspecified",Lack norm physio dev NOS,
+78341,Failure to thrive,Failure to thrive-child,
+78342,Delayed milestones,Delayed milestones,
+78343,Short stature,Short stature,
+7835,Polydipsia,Polydipsia,
+7836,Polyphagia,Polyphagia,
+7837,Adult failure to thrive,Failure to thrive-adult,
+7839,"Other symptoms concerning nutrition, metabolism, and development",Nutr/metab/devel sym NEC,
+7840,Headache,Headache,
+7841,Throat pain,Throat pain,
+7842,"Swelling, mass, or lump in head and neck",Swelling in head & neck,
+7843,Aphasia,Aphasia,
+78440,"Voice and resonance disorder, unspecified",Voice/resonance dis NOS,
+78441,Aphonia,Aphonia,
+78442,Dysphonia,Dysphonia,
+78443,Hypernasality,Hypernasality,
+78444,Hyponasality,Hyponasality,
+78449,Other voice and resonance disorders,Voice/resonance dis NEC,
+78451,Dysarthria,Dysarthria,
+78452,Fluency disorder in conditions classified elsewhere,Flncy dsord cond elsewhr,
+78459,Other speech disturbance,Speech disturbance NEC,
+78460,"Symbolic dysfunction, unspecified",Symbolic dysfunction NOS,
+78461,Alexia and dyslexia,Alexia and dyslexia,
+78469,Other symbolic dysfunction,Symbolic dysfunction NEC,
+7847,Epistaxis,Epistaxis,
+7848,Hemorrhage from throat,Hemorrhage from throat,
+78491,Postnasal drip,Postnasal drip,
+78492,Jaw pain,Jaw pain,
+78499,Other symptoms involving head and neck,Head & neck symptoms NEC,
+7850,"Tachycardia, unspecified",Tachycardia NOS,
+7851,Palpitations,Palpitations,
+7852,Undiagnosed cardiac murmurs,Cardiac murmurs NEC,
+7853,Other abnormal heart sounds,Abnorm heart sounds NEC,
+7854,Gangrene,Gangrene,
+78550,"Shock, unspecified",Shock NOS,
+78551,Cardiogenic shock,Cardiogenic shock,
+78552,Septic shock,Septic shock,
+78559,Other shock without mention of trauma,Shock w/o trauma NEC,
+7856,Enlargement of lymph nodes,Enlargement lymph nodes,
+7859,Other symptoms involving cardiovascular system,Cardiovas sys symp NEC,
+78600,"Respiratory abnormality, unspecified",Respiratory abnorm NOS,
+78601,Hyperventilation,Hyperventilation,
+78602,Orthopnea,Orthopnea,
+78603,Apnea,Apnea,
+78604,Cheyne-Stokes respiration,Cheyne-stokes respiratn,
+78605,Shortness of breath,Shortness of breath,
+78606,Tachypnea,Tachypnea,
+78607,Wheezing,Wheezing,
+78609,Other respiratory abnormalities,Respiratory abnorm NEC,
+7861,Stridor,Stridor,
+7862,Cough,Cough,
+78630,"Hemoptysis, unspecified",Hemoptysis NOS,
+78631,Acute idiopathic pulmonary hemorrhage in infants [AIPHI],Ac idio pul hemrg infant,
+78639,Other hemoptysis,Hemoptysis NEC,
+7864,Abnormal sputum,Abnormal sputum,
+78650,"Chest pain, unspecified",Chest pain NOS,
+78651,Precordial pain,Precordial pain,
+78652,Painful respiration,Painful respiration,
+78659,Other chest pain,Chest pain NEC,
+7866,"Swelling, mass, or lump in chest",Chest swelling/mass/lump,
+7867,Abnormal chest sounds,Abnormal chest sounds,
+7868,Hiccough,Hiccough,
+7869,Other symptoms involving respiratory system and chest,Resp sys/chest symp NEC,
+78701,Nausea with vomiting,Nausea with vomiting,
+78702,Nausea alone,Nausea alone,
+78703,Vomiting alone,Vomiting alone,
+78704,Bilious emesis,Bilious emesis,
+7871,Heartburn,Heartburn,
+78720,"Dysphagia, unspecified",Dysphagia NOS,
+78721,"Dysphagia, oral phase","Dysphagia, oral phase",
+78722,"Dysphagia, oropharyngeal phase","Dysphagia, oropharyngeal",
+78723,"Dysphagia, pharyngeal phase","Dysphagia, pharyngeal",
+78724,"Dysphagia, pharyngoesophageal phase","Dysphagia,pharyngoesoph",
+78729,Other dysphagia,Dysphagia NEC,
+7873,"Flatulence, eructation, and gas pain",Flatul/eructat/gas pain,
+7874,Visible peristalsis,Visible peristalsis,
+7875,Abnormal bowel sounds,Abnormal bowel sounds,
+78760,Full incontinence of feces,Full incontinence-feces,
+78761,Incomplete defecation,Incomplete defecation,
+78762,Fecal smearing,Fecal smearing,
+78763,Fecal urgency,Fecal urgency,
+7877,Abnormal feces,Abnormal feces,
+78791,Diarrhea,Diarrhea,
+78799,Other symptoms involving digestive system,Digestve syst symptm NEC,
+7880,Renal colic,Renal colic,
+7881,Dysuria,Dysuria,
+78820,"Retention of urine, unspecified",Retention urine NOS,
+78821,Incomplete bladder emptying,Incmplet bldder emptying,
+78829,Other specified retention of urine,Oth spcf retention urine,
+78830,"Urinary incontinence, unspecified",Urinary incontinence NOS,
+78831,Urge incontinence,Urge incontinence,
+78832,"Stress incontinence, male",Stress incontinence male,
+78833,Mixed incontinence (male) (female),Mixed incontinence,
+78834,Incontinence without sensory awareness,Incontnce wo sensr aware,
+78835,Post-void dribbling,Post-void dribbling,
+78836,Nocturnal enuresis,Nocturnal enuresis,
+78837,Continuous leakage,Continuous leakage,
+78838,Overflow incontinence,Overflow incontinence,
+78839,Other urinary incontinence,Oth urinry incontinence,
+78841,Urinary frequency,Urinary frequency,
+78842,Polyuria,Polyuria,
+78843,Nocturia,Nocturia,
+7885,Oliguria and anuria,Oliguria & anuria,
+78861,Splitting of urinary stream,Splitting urinary stream,
+78862,Slowing of urinary stream,Slowing urinary stream,
+78863,Urgency of urination,Urgency of urination,
+78864,Urinary hesitancy,Urinary hesitancy,
+78865,Straining on urination,Straining on urination,
+78869,Other abnormality of urination,Oth abnormalt urination,
+7887,Urethral discharge,Urethral discharge,
+7888,Extravasation of urine,Extravasation of urine,
+78891,Functional urinary incontinence,Fnctnl urinary incontnce,
+78899,Other symptoms involving urinary system,Oth symptm urinary systm,
+78900,"Abdominal pain, unspecified site",Abdmnal pain unspcf site,
+78901,"Abdominal pain, right upper quadrant",Abdmnal pain rt upr quad,
+78902,"Abdominal pain, left upper quadrant",Abdmnal pain lft up quad,
+78903,"Abdominal pain, right lower quadrant",Abdmnal pain rt lwr quad,
+78904,"Abdominal pain, left lower quadrant",Abdmnal pain lt lwr quad,
+78905,"Abdominal pain, periumbilic",Abdmnal pain periumbilic,
+78906,"Abdominal pain, epigastric",Abdmnal pain epigastric,
+78907,"Abdominal pain, generalized",Abdmnal pain generalized,
+78909,"Abdominal pain, other specified site",Abdmnal pain oth spcf st,
+7891,Hepatomegaly,Hepatomegaly,
+7892,Splenomegaly,Splenomegaly,
+78930,"Abdominal or pelvic swelling, mass, or lump, unspecified site",Abdmnal mass unspcf site,
+78931,"Abdominal or pelvic swelling, mass, or lump, right upper quadrant",Abdmnal mass rt upr quad,
+78932,"Abdominal or pelvic swelling, mass, or lump, left upper quadrant",Abdmnal mass lft up quad,
+78933,"Abdominal or pelvic swelling, mass, or lump, right lower quadrant",Abdmnal mass rt lwr quad,
+78934,"Abdominal or pelvic swelling, mass, or lump, left lower quadrant",Abdmnal mass lt lwr quad,
+78935,"Abdominal or pelvic swelling, mass, or lump, periumbilic",Abdmnal mass periumbilic,
+78936,"Abdominal or pelvic swelling, mass, or lump, epigastric",Abdmnal mass epigastric,
+78937,"Abdominal or pelvic swelling, mass, or lump, generalized",Abdmnal mass generalized,
+78939,"Abdominal or pelvic swelling, mass, or lump, other specified site",Abdmnal mass oth spcf st,
+78940,"Abdominal rigidity, unspecified site",Abdmnal rgdt unspcf site,
+78941,"Abdominal rigidity, right upper quadrant",Abdmnal rgdt rt upr quad,
+78942,"Abdominal rigidity, left upper quadrant",Abdmnal rgdt lft up quad,
+78943,"Abdominal rigidity, right lower quadrant",Abdmnal rgdt rt lwr quad,
+78944,"Abdominal rigidity, left lower quadrant",Abdmnal rgdt lt lwr quad,
+78945,"Abdominal rigidity, periumbilic",Abdmnal rgdt periumbilic,
+78946,"Abdominal rigidity, epigastric",Abdmnal rgdt epigastric,
+78947,"Abdominal rigidity, generalized",Abdmnal rgdt generalized,
+78949,"Abdominal rigidity, other specified site",Abdmnal rgdt oth spcf st,
+78951,Malignant ascites,Malignant ascites,
+78959,Other ascites,Ascites NEC,
+78960,"Abdominal tenderness, unspecified site",Abdmnal tndr unspcf site,
+78961,"Abdominal tenderness, right upper quadrant",Abdmnal tndr rt upr quad,
+78962,"Abdominal tenderness, left upper quadrant",Abdmnal tndr lft up quad,
+78963,"Abdominal tenderness, right lower quadrant",Abdmnal tndr rt lwr quad,
+78964,"Abdominal tenderness, left lower quadrant",Abdmnal tndr lt lwr quad,
+78965,"Abdominal tenderness, periumbilic",Abdmnal tndr periumbilic,
+78966,"Abdominal tenderness, epigastric",Abdmnal tndr epigastric,
+78967,"Abdominal tenderness, generalized",Abdmnal tndr generalized,
+78969,"Abdominal tenderness, other specified site",Abdmnal tndr oth spcf st,
+7897,Colic,Colic,
+7899,Other symptoms involving abdomen and pelvis,Abdomen/pelvis symp NEC,
+79001,Precipitous drop in hematocrit,"Drop, hematocrit, precip",
+79009,Other abnormality of red blood cells,Abnormal RBC NEC,
+7901,Elevated sedimentation rate,Elevated sediment rate,
+79021,Impaired fasting glucose,Impaired fasting glucose,
+79022,Impaired glucose tolerance test (oral),Impaired oral glucse tol,
+79029,Other abnormal glucose,Abnormal glucose NEC,
+7903,Excessive blood level of alcohol,Excess blood-alcohol lev,
+7904,Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH],Elev transaminase/ldh,
+7905,Other nonspecific abnormal serum enzyme levels,Abn serum enzy level NEC,
+7906,Other abnormal blood chemistry,Abn blood chemistry NEC,
+7907,Bacteremia,Bacteremia,
+7908,"Viremia, unspecified",Viremia NOS,
+79091,Abnormal arterial blood gases,Abnrml art blood gases,
+79092,Abnormal coagulation profile,Abnrml coagultion prfile,
+79093,Elevated prostate specific antigen [PSA],Elvtd prstate spcf antgn,
+79094,Euthyroid sick syndrome,Euthyroid sick syndrome,
+79095,Elevated C-reactive protein (CRP),Elev C-reactive protein,
+79099,Other nonspecific findings on examination of blood,Oth nspcf finding blood,
+7910,Proteinuria,Proteinuria,
+7911,Chyluria,Chyluria,
+7912,Hemoglobinuria,Hemoglobinuria,
+7913,Myoglobinuria,Myoglobinuria,
+7914,Biliuria,Biliuria,
+7915,Glycosuria,Glycosuria,
+7916,Acetonuria,Acetonuria,
+7917,Other cells and casts in urine,Oth cells/casts in urine,
+7919,Other nonspecific findings on examination of urine,Abn urine findings NEC,
+7920,Nonspecific abnormal findings in cerebrospinal fluid,Abn fnd-cerebrospinal fl,
+7921,Nonspecific abnormal findings in stool contents,Abn find-stool contents,
+7922,Nonspecific abnormal findings in semen,Abn findings-semen,
+7923,Nonspecific abnormal findings in amniotic fluid,Abn find-amniotic fluid,
+7924,Nonspecific abnormal findings in saliva,Abn findings-saliva,
+7925,Cloudy (hemodialysis) (peritoneal) dialysis effluent,Cloudy dialysis effluent,
+7929,Other nonspecific abnormal findings in body substances,Abn find-body subst NEC,
+7930,Nonspecific (abnormal) findings on radiological and other examination of skull and head,Nonsp abn fd-skull/head,
+79311,Solitary pulmonary nodule,Solitary pulmonry nodule,
+79319,Other nonspecific abnormal finding of lung field,Ot nonsp ab fnd lung fld,
+7932,Nonspecific (abnormal) findings on radiological and other examination of other intrathoracic organs,Nonsp abn intrathor NEC,
+7933,Nonspecific (abnormal) findings on radiological and other examination of biliary tract,Nonsp abn fd-bilry tract,
+7934,Nonspecific (abnormal) findings on radiological and other examination of gastrointestinal tract,Nonsp abn find-gi tract,
+7935,Nonspecific (abnormal) findings on radiological and other examination of genitourinary organs,Nonsp abn find-gu organs,
+7936,"Nonspecific (abnormal) findings on radiological and other examination of abdominal area, including retroperitoneum",Nonsp abn fnd-abdom area,
+7937,Nonspecific (abnormal) findings on radiological and other examination of musculoskeletal system,Nonsp abn find-ms system,
+79380,"Abnormal mammogram, unspecified",Ab mammogram NOS,
+79381,Mammographic microcalcification,Mammographic microcalcif,
+79382,Inconclusive mammogram,Inconclusive mammogram,
+79389,Other (abnormal) findings on radiological examination of breast,Abn finding-breast NEC,
+79391,Image test inconclusive due to excess body fat,Image test incon d/t fat,
+79399,Other nonspecific (abnormal) findings on radiological and other examinations of body structure,Nonsp abn find-body NEC,
+79400,"Abnormal function study of brain and central nervous system, unspecified",Abn cns funct study NOS,
+79401,Nonspecific abnormal echoencephalogram,Abnorm echoencephalogram,
+79402,Nonspecific abnormal electroencephalogram [EEG],Abn electroencephalogram,
+79409,Other nonspecific abnormal results of function study of brain and central nervous system,Abn cns funct study NEC,
+79410,"Nonspecific abnormal response to nerve stimulation, unspecified",Abn stimul response NOS,
+79411,Nonspecific abnormal retinal function studies,Abn retinal funct study,
+79412,Nonspecific abnormal electro-oculogram [EOG],Abnorm electro-oculogram,
+79413,Nonspecific abnormal visually evoked potential,Abnormal vep,
+79414,Nonspecific abnormal oculomotor studies,Abn oculomotor studies,
+79415,Nonspecific abnormal auditory function studies,Abn auditory funct study,
+79416,Nonspecific abnormal vestibular function studies,Abn vestibular func stud,
+79417,Nonspecific abnormal electromyogram [EMG],Abnorm electromyogram,
+79419,Other nonspecific abnormal results of function study of peripheral nervous system and special senses,Abn periph nerv stud NEC,
+7942,Nonspecific abnormal results of pulmonary function study,Abn pulmonary func study,
+79430,"Abnormal cardiovascular function study, unspecified",Abn cardiovasc study NOS,
+79431,Nonspecific abnormal electrocardiogram [ECG] [EKG],Abnorm electrocardiogram,
+79439,Other nonspecific abnormal results of function study of cardiovascular system,Abn cardiovasc study NEC,
+7944,Nonspecific abnormal results of function study of kidney,Abn kidney funct study,
+7945,Nonspecific abnormal results of function study of thyroid,Abn thyroid funct study,
+7946,Nonspecific abnormal results of other endocrine function study,Abn endocrine study NEC,
+7947,Nonspecific abnormal results of function study of basal metabolism,Abn basal metabol study,
+7948,Nonspecific abnormal results of function study of liver,Abn liver function study,
+7949,Nonspecific abnormal results of other specified function study,Abn function study NEC,
+79500,Abnormal glandular Papanicolaou smear of cervix,Abn glandular pap smear,
+79501,Papanicolaou smear of cervix with atypical squamous cells of undetermined significance (ASC-US),Pap smear (ASC-US),
+79502,Papanicolaou smear of cervix with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear (ASC-H),
+79503,Papanicolaou smear of cervix with low grade squamous intraepithelial lesion (LGSIL),Pap smear cervix w LGSIL,
+79504,Papanicolaou smear of cervix with high grade squamous intraepithelial lesion (HGSIL),Pap smear cervix w HGSIL,
+79505,Cervical high risk human papillomavirus (HPV) DNA test positive,Cervical (HPV) DNA pos,
+79506,Papanicolaou smear of cervix with cytologic evidence of malignancy,Pap smr cytol evid malig,
+79507,Satisfactory cervical smear but lacking transformation zone,Sat cerv smr-no trnsfrm,
+79508,Unsatisfactory cervical cytology smear,Unsat cerv cytlogy smear,
+79509,Other abnormal Papanicolaou smear of cervix and cervical HPV,Abn pap cervix HPV NEC,
+79510,Abnormal glandular Papanicolaou smear of vagina,Abn gland pap smr vagina,
+79511,Papanicolaou smear of vagina with atypical squamous cells of undetermined significance (ASC-US),Pap smear vag w ASC-US,
+79512,Papanicolaou smear of vagina with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear vagina w ASC-H,
+79513,Papanicolaou smear of vagina with low grade squamous intraepithelial lesion (LGSIL),Pap smear vagina w LGSIL,
+79514,Papanicolaou smear of vagina with high grade squamous intraepithelial lesion (HGSIL),Pap smear vagina w HGSIL,
+79515,Vaginal high risk human papillomavirus (HPV) DNA test positive,Vag hi risk HPV-DNA pos,
+79516,Papanicolaou smear of vagina with cytologic evidence of malignancy,Pap smr vag-cytol malig,
+79518,Unsatisfactory vaginal cytology smear,Vaginl cytol smr unsatis,
+79519,Other abnormal Papanicolaou smear of vagina and vaginal HPV,Oth abn Pap smr vag/HPV,
+7952,Nonspecific abnormal findings on chromosomal analysis,Abn chromosomal analysis,
+79531,Nonspecific positive findings for anthrax,Nonsp postv find-anthrax,
+79539,Other nonspecific positive culture findings,Nonsp positive cult NEC,
+7954,Other nonspecific abnormal histological findings,Abn histologic find NEC,
+79551,Nonspecific reaction to tuberculin skin test without active tuberculosis,Nonsp rea skn test wo tb,
+79552,Nonspecific reaction to cell mediated immunity measurement of gamma interferon antigen response without active tuberculosis,Nonsp rea gma interferon,
+7956,False positive serological test for syphilis,False pos sero test-syph,
+79571,Nonspecific serologic evidence of human immunodeficiency virus [HIV],Nonspcf serlgc evdnc hiv,
+79579,Other and unspecified nonspecific immunological findings,Oth unspcf nspf imun fnd,
+79581,Elevated carcinoembryonic antigen [CEA],Elev ca-embryoic antigen,
+79582,Elevated cancer antigen 125 [CA 125],Elev ca antigen 125,
+79589,Other abnormal tumor markers,Abnorml tumor marker NEC,
+7960,Nonspecific abnormal toxicological findings,Abn toxicologic finding,
+7961,Abnormal reflex,Abnormal reflex,
+7962,Elevated blood pressure reading without diagnosis of hypertension,Elev bl pres w/o hypertn,
+7963,Nonspecific low blood pressure reading,Low blood press reading,
+7964,Other abnormal clinical findings,Abn clinical finding NEC,
+7965,Abnormal finding on antenatal screening,Abn find antenatl screen,
+7966,Abnormal findings on neonatal screening,Abnorm neonate screening,
+79670,Abnormal glandular Papanicolaou smear of anus,Abn gland pap smear anus,
+79671,Papanicolaou smear of anus with atypical squamous cells of undetermined significance (ASC-US),Pap smear anus w ASC-US,
+79672,Papanicolaou smear of anus with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear anus w ASC-H,
+79673,Papanicolaou smear of anus with low grade squamous intraepithelial lesion (LGSIL),Pap smear anus w LGSIL,
+79674,Papanicolaou smear of anus with high grade squamous intraepithelial lesion (HGSIL),Pap smear anus w HGSIL,
+79675,Anal high risk human papillomavirus (HPV) DNA test positive,Anal hi risk HPV-DNA pos,
+79676,Papanicolaou smear of anus with cytologic evidence of malignancy,Pap smr anus-cytol malig,
+79677,Satisfactory anal smear but lacking transformation zone,Sat anal smr-no trnsfrm,
+79678,Unsatisfactory anal cytology smear,Anal cytolgy smr unsatis,
+79679,Other abnormal Papanicolaou smear of anus and anal HPV,Oth abn Pap smr anus/HPV,
+7969,Other nonspecific abnormal findings,Abnormal findings NEC,
+797,Senility without mention of psychosis,Senility w/o psychosis,
+7980,Sudden infant death syndrome,Sudden infant death synd,
+7981,Instantaneous death,Instantaneous death,
+7982,"Death occurring in less than 24 hours from onset of symptoms, not otherwise explained",Death within 24 hr sympt,
+7989,Unattended death,Unattended death,
+79901,Asphyxia,Asphyxia,
+79902,Hypoxemia,Hypoxemia,
+7991,Respiratory arrest,Respiratory arrest,
+79921,Nervousness,Nervousness,
+79922,Irritability,Irritability,
+79923,Impulsiveness,Impulsiveness,
+79924,Emotional lability,Emotional lability,
+79925,Demoralization and apathy,Demoralization & apathy,
+79929,Other signs and symptoms involving emotional state,Emotional state sym NEC,
+7993,"Debility, unspecified",Debility NOS,
+7994,Cachexia,Cachexia,
+79951,Attention or concentration deficit,Attn/concentrate deficit,
+79952,Cognitive communication deficit,Cog communicate deficit,
+79953,Visuospatial deficit,Visuospatial deficit,
+79954,Psychomotor deficit,Psychomotor deficit,
+79955,Frontal lobe and executive function deficit,Frontal lobe deficit,
+79959,Other signs and symptoms involving cognition,Cognition sign/sympt NEC,
+79981,Decreased libido,Decreased libido,
+79982,Apparent life threatening event in infant,Appar life threat-infant,
+79989,Other ill-defined conditions,Ill-define condition NEC,
+7999,Other unknown and unspecified cause of morbidity and mortality,Unkn cause morb/mort NEC,
+80000,"Closed fracture of vault of skull without mention of intracranial injury, unspecified state of consciousness",Closed skull vault fx,
+80001,"Closed fracture of vault of skull without mention of intracranial injury, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80002,"Closed fracture of vault of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80003,"Closed fracture of vault of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80004,"Closed fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80005,"Closed fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80006,"Closed fracture of vault of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80009,"Closed fracture of vault of skull without mention of intracranial injury, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80010,"Closed fracture of vault of skull with cerebral laceration and contusion, unspecified state of consciousness",Cl skl vlt fx/cerebr lac,
+80011,"Closed fracture of vault of skull with cerebral laceration and contusion, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80012,"Closed fracture of vault of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80013,"Closed fracture of vault of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80014,"Closed fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80015,"Closed fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80016,"Closed fracture of vault of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80019,"Closed fracture of vault of skull with cerebral laceration and contusion, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80020,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl vlt fx/mening hem,
+80021,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80022,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80023,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80024,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80025,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80026,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80029,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80030,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skull vlt fx/hem NEC,
+80031,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80032,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80033,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80034,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80035,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80036,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80039,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80040,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl vlt fx/br inj NEC,
+80041,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80042,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80043,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80044,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80045,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80046,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80049,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80050,"Open fracture of vault of skull without mention of intracranial injury, unspecified state of consciousness",Opn skull vault fracture,
+80051,"Open fracture of vault of skull without mention of intracranial injury, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80052,"Open fracture of vault of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80053,"Open fracture of vault of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80054,"Open fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80055,"Open fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80056,"Open fracture of vault of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80059,"Open fracture of vault of skull without mention of intracranial injury, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80060,"Open fracture of vault of skull with cerebral laceration and contusion, unspecified state of consciousness",Opn skl vlt fx/cereb lac,
+80061,"Open fracture of vault of skull with cerebral laceration and contusion, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80062,"Open fracture of vault of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80063,"Open fracture of vault of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80064,"Open fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80065,"Open fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80066,"Open fracture of vault of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80069,"Open fracture of vault of skull with cerebral laceration and contusion, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80070,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl vlt fx/menin hem,
+80071,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80072,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80073,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80074,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80075,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80076,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80079,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80080,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skull vlt fx/hem NEC,
+80081,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80082,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80083,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80084,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80085,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80086,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80089,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80090,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl vlt fx/br inj NEC,
+80091,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80092,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80093,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80094,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80095,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skul vlt fx-deep coma,
+80096,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80099,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80100,"Closed fracture of base of skull without mention of intra cranial injury, unspecified state of consciousness",Clos skull base fracture,
+80101,"Closed fracture of base of skull without mention of intra cranial injury, with no loss of consciousness",Cl skul base fx w/o coma,
+80102,"Closed fracture of base of skull without mention of intra cranial injury, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80103,"Closed fracture of base of skull without mention of intra cranial injury, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80104,"Closed fracture of base of skull without mention of intra cranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80105,"Closed fracture of base of skull without mention of intra cranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80106,"Closed fracture of base of skull without mention of intra cranial injury, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80109,"Closed fracture of base of skull without mention of intra cranial injury, with concussion, unspecified",Cl skull base fx-concuss,
+80110,"Closed fracture of base of skull with cerebral laceration and contusion, unspecified state of consciousness",Cl skl base fx/cereb lac,
+80111,"Closed fracture of base of skull with cerebral laceration and contusion, with no loss of consciousness",Cl skul base fx w/o coma,
+80112,"Closed fracture of base of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80113,"Closed fracture of base of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80114,"Closed fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80115,"Closed fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80116,"Closed fracture of base of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80119,"Closed fracture of base of skull with cerebral laceration and contusion, with concussion, unspecified",Cl skull base fx-concuss,
+80120,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl base fx/menin hem,
+80121,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skul base fx w/o coma,
+80122,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skul base fx/brf coma,
+80123,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80124,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80125,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80126,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80129,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skull base fx-concuss,
+80130,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skull base fx/hem NEC,
+80131,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skul base fx w/o coma,
+80132,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80133,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80134,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80135,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80136,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80139,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skull base fx-concuss,
+80140,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl sk base fx/br inj NEC,
+80141,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skul base fx w/o coma,
+80142,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80143,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80144,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours) loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80145,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80146,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80149,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skull base fx-concuss,
+80150,"Open fracture of base of skull without mention of intracranial injury, unspecified state of consciousness",Open skull base fracture,
+80151,"Open fracture of base of skull without mention of intracranial injury, with no loss of consciousness",Opn skl base fx w/o coma,
+80152,"Open fracture of base of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80153,"Open fracture of base of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80154,"Open fracture of base of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80155,"Open fracture of base of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80156,"Open fracture of base of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80159,"Open fracture of base of skull without mention of intracranial injury, with concussion, unspecified",Opn skul base fx-concuss,
+80160,"Open fracture of base of skull with cerebral laceration and contusion, unspecified state of consciousness",Op skl base fx/cereb lac,
+80161,"Open fracture of base of skull with cerebral laceration and contusion, with no loss of consciousness",Opn skl base fx w/o coma,
+80162,"Open fracture of base of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80163,"Open fracture of base of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80164,"Open fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80165,"Open fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80166,"Open fracture of base of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80169,"Open fracture of base of skull with cerebral laceration and contusion, with concussion, unspecified",Opn skul base fx-concuss,
+80170,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Op skl base fx/menin hem,
+80171,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skl base fx w/o coma,
+80172,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80173,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80174,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80175,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80176,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80179,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skul base fx-concuss,
+80180,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skul base fx/hem NEC,
+80181,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skl base fx w/o coma,
+80182,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80183,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80184,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80185,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80186,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80189,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skul base fx-concuss,
+80190,"Open fracture of base of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op sk base fx/br inj NEC,
+80191,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Op skul base fx w/o coma,
+80192,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80193,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80194,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80195,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80196,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80199,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skul base fx-concuss,
+8020,Closed fracture of nasal bones,Nasal bone fx-closed,
+8021,Open fracture of nasal bones,Nasal bone fx-open,
+80220,"Closed fracture of mandible, unspecified site",Mandible fx NOS-closed,
+80221,"Closed fracture of mandible, condylar process",Fx condyl proc mandib-cl,
+80222,"Closed fracture of mandible, subcondylar",Subcondylar fx mandib-cl,
+80223,"Closed fracture of mandible, coronoid process",Fx coron proc mandib-cl,
+80224,"Closed fracture of mandible, ramus, unspecified",Fx ramus NOS-closed,
+80225,"Closed fracture of mandible, angle of jaw",Fx angle of jaw-closed,
+80226,"Closed fracture of mandible, symphysis of body",Fx symphy mandib body-cl,
+80227,"Closed fracture of mandible, alveolar border of body",Fx alveolar bord mand-cl,
+80228,"Closed fracture of mandible, body, other and unspecified",Fx mandible body NEC-cl,
+80229,"Closed fracture of mandible, multiple sites",Mult fx mandible-closed,
+80230,"Open fracture of mandible, unspecified site",Mandible fx NOS-open,
+80231,"Open fracture of mandible, condylar process",Fx condyl proc mand-open,
+80232,"Open fracture of mandible, subcondylar",Subcondyl fx mandib-open,
+80233,"Open fracture of mandible, coronoid process",Fx coron proc mandib-opn,
+80234,"Open fracture of mandible, ramus, unspecified",Fx ramus NOS-open,
+80235,"Open fracture of mandible, angle of jaw",Fx angle of jaw-open,
+80236,"Open fracture of mandible, symphysis of body",Fx symphy mandib bdy-opn,
+80237,"Open fracture of mandible, alveolar border of body",Fx alv bord mand bdy-opn,
+80238,"Open fracture of mandible, body, other and unspecified",Fx mandible body NEC-opn,
+80239,"Open fracture of mandible, multiple sites",Mult fx mandible-open,
+8024,Closed fracture of malar and maxillary bones,Fx malar/maxillary-close,
+8025,Open fracture of malar and maxillary bones,Fx malar/maxillary-open,
+8026,Closed fracture of orbital floor (blow-out),Fx orbital floor-closed,
+8027,Open fracture of orbital floor (blow-out),Fx orbital floor-open,
+8028,Closed fracture of other facial bones,Fx facial bone NEC-close,
+8029,Open fracture of other facial bones,Fx facial bone NEC-open,
+80300,"Other closed skull fracture without mention of intracranial injury, unspecified state of consciousness",Close skull fracture NEC,
+80301,"Other closed skull fracture without mention of intracranial injury, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80302,"Other closed skull fracture without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80303,"Other closed skull fracture without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80304,"Other closed skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80305,"Other closed skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80306,"Other closed skull fracture without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80309,"Other closed skull fracture without mention of intracranial injury, with concussion, unspecified",Cl skull fx NEC-concuss,
+80310,"Other closed skull fracture with cerebral laceration and contusion, unspecified state of consciousness",Cl skl fx NEC/cerebr lac,
+80311,"Other closed skull fracture with cerebral laceration and contusion, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80312,"Other closed skull fracture with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80313,"Other closed skull fracture with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80314,"Other closed skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80315,"Other closed skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80316,"Other closed skull fracture with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80319,"Other closed skull fracture with cerebral laceration and contusion, with concussion, unspecified",Cl skull fx NEC-concuss,
+80320,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl fx NEC/mening hem,
+80321,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80322,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80323,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80324,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80325,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80326,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80329,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skull fx NEC-concuss,
+80330,"Other closed skull fracture with other and unspecified intracranial hemorrhage, unspecified state of unconsciousness",Cl skull fx NEC/hem NEC,
+80331,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80332,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80333,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80334,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80335,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80336,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80339,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skull fx NEC-concuss,
+80340,"Other closed skull fracture with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl fx NEC/br inj NEC,
+80341,"Other closed skull fracture with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80342,"Other closed skull fracture with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80343,"Other closed skull fracture with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80344,"Other closed skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80345,"Other closed skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80346,"Other closed skull fracture with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80349,"Other closed skull fracture with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skull fx NEC-concuss,
+80350,"Other open skull fracture without mention of injury, unspecified state of consciousness",Open skull fracture NEC,
+80351,"Other open skull fracture without mention of intracranial injury, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80352,"Other open skull fracture without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80353,"Other open skull fracture without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80354,"Other open skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80355,"Other open skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80356,"Other open skull fracture without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80359,"Other open skull fracture without mention of intracranial injury, with concussion, unspecified",Opn skull fx NEC-concuss,
+80360,"Other open skull fracture with cerebral laceration and contusion, unspecified state of consciousness",Opn skl fx NEC/cereb lac,
+80361,"Other open skull fracture with cerebral laceration and contusion, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80362,"Other open skull fracture with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80363,"Other open skull fracture with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80364,"Other open skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-proln com,
+80365,"Other open skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80366,"Other open skull fracture with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80369,"Other open skull fracture with cerebral laceration and contusion, with concussion, unspecified",Opn skull fx NEC-concuss,
+80370,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl fx NEC/menin hem,
+80371,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80372,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80373,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80374,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80375,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80376,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80379,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skull fx NEC-concuss,
+80380,"Other open skull fracture with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skull fx NEC/hem NEC,
+80381,"Other open skull fracture with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80382,"Other open skull fracture with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80383,"Other open skull fracture with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80384,"Other open skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80385,"Other open skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80386,"Other open skull fracture with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80389,"Other open skull fracture with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skull fx NEC-concuss,
+80390,"Other open skull fracture with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl fx NEC/br inj NEC,
+80391,"Other open skull fracture with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80392,"Other open skull fracture with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80393,"Other open skull fracture with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80394,"Other open skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80395,"Other open skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80396,"Other open skull fracture with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80399,"Other open skull fracture with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skull fx NEC-concuss,
+80400,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, unspecified state of consciousness",Cl skul fx w oth bone fx,
+80401,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80402,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80403,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80404,"Closed fractures involving skull or face with other bones, without mention or intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80405,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80406,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80409,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with concussion, unspecified",Cl skul w oth fx-concuss,
+80410,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, unspecified state of consciousness",Cl sk w oth fx/cereb lac,
+80411,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80412,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80413,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80414,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80415,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80416,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80419,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with concussion, unspecified",Cl skul w oth fx-concuss,
+80420,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl/oth fx/mening hem,
+80421,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80422,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80423,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80424,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80425,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80426,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80429,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skul w oth fx-concuss,
+80430,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skul w oth fx/hem NEC,
+80431,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80432,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80433,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80434,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Cl skl/oth fx-proln coma,
+80435,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80436,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80439,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skul w oth fx-concuss,
+80440,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl/oth fx/br inj NEC,
+80441,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80442,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80443,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80444,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80445,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80446,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80449,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skul w oth fx-concuss,
+80450,"Open fractures involving skull or face with other bones, without mention of intracranial injury, unspecified state of consciousness",Opn skull fx/oth bone fx,
+80451,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80452,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80453,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80454,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80455,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80456,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80459,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with concussion, unspecified",Opn skull/oth fx-concuss,
+80460,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, unspecified state of consciousness",Opn skl/oth fx/cereb lac,
+80461,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80462,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80463,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80464,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80465,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80466,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80469,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with concussion, unspecified",Opn skull/oth fx-concuss,
+80470,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl/oth fx/menin hem,
+80471,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80472,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80473,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80474,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80475,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80476,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80479,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skull/oth fx-concuss,
+80480,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skl w oth fx/hem NEC,
+80481,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80482,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80483,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80484,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80485,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80486,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80489,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skull/oth fx-concuss,
+80490,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl/oth fx/br inj NEC,
+80491,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80492,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80493,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80494,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80495,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80496,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80499,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skull/oth fx-concuss,
+80500,"Closed fracture of cervical vertebra, unspecified level",Fx cervical vert NOS-cl,
+80501,Closed fracture of first cervical vertebra,Fx c1 vertebra-closed,
+80502,Closed fracture of second cervical vertebra,Fx c2 vertebra-closed,
+80503,Closed fracture of third cervical vertebra,Fx c3 vertebra-closed,
+80504,Closed fracture of fourth cervical vertebra,Fx c4 vertebra-closed,
+80505,Closed fracture of fifth cervical vertebra,Fx c5 vertebra-closed,
+80506,Closed fracture of sixth cervical vertebra,Fx c6 vertebra-closed,
+80507,Closed fracture of seventh cervical vertebra,Fx c7 vertebra-closed,
+80508,Closed fracture of multiple cervical vertebrae,Fx mult cervical vert-cl,
+80510,"Open fracture of cervical vertebra, unspecified level",Fx cervical vert NOS-opn,
+80511,Open fracture of first cervical vertebra,Fx c1 vertebra-open,
+80512,Open fracture of second cervical vertebra,Fx c2 vertebra-open,
+80513,Open fracture of third cervical vertebra,Fx c3 vertebra-open,
+80514,Open fracture of fourth cervical vertebra,Fx c4 vertebra-open,
+80515,Open fracture of fifth cervical vertebra,Fx c5 vertebra-open,
+80516,Open fracture of sixth cervical vertebra,Fx c6 vertebra-open,
+80517,Open fracture of seventh cervical vertebra,Fx c7 vertebra-open,
+80518,Open fracture of multiple cervical vertebrae,Fx mlt cervical vert-opn,
+8052,Closed fracture of dorsal [thoracic] vertebra without mention of spinal cord injury,Fx dorsal vertebra-close,
+8053,Open fracture of dorsal [thoracic] vertebra without mention of spinal cord injury,Fx dorsal vertebra-open,
+8054,Closed fracture of lumbar vertebra without mention of spinal cord injury,Fx lumbar vertebra-close,
+8055,Open fracture of lumbar vertebra without mention of spinal cord injury,Fx lumbar vertebra-open,
+8056,Closed fracture of sacrum and coccyx without mention of spinal cord injury,Fx sacrum/coccyx-closed,
+8057,Open fracture of sacrum and coccyx without mention of spinal cord injury,Fx sacrum/coccyx-open,
+8058,Closed fracture of unspecified vertebral column without mention of spinal cord injury,Vertebral fx NOS-closed,
+8059,Open fracture of unspecified vertebral column without mention of spinal cord injury,Vertebral fx NOS-open,
+80600,Closed fracture of C1-C4 level with unspecified spinal cord injury,C1-c4 fx-cl/cord inj NOS,
+80601,Closed fracture of C1-C4 level with complete lesion of cord,C1-c4 fx-cl/com cord les,
+80602,Closed fracture of C1-C4 level with anterior cord syndrome,C1-c4 fx-cl/ant cord syn,
+80603,Closed fracture of C1-C4 level with central cord syndrome,C1-c4 fx-cl/cen cord syn,
+80604,Closed fracture of C1-C4 level with other specified spinal cord injury,C1-c4 fx-cl/cord inj NEC,
+80605,Closed fracture of C5-C7 level with unspecified spinal cord injury,C5-c7 fx-cl/cord inj NOS,
+80606,Closed fracture of C5-C7 level with complete lesion of cord,C5-c7 fx-cl/com cord les,
+80607,Closed fracture of C5-C7 level with anterior cord syndrome,C5-c7 fx-cl/ant cord syn,
+80608,Closed fracture of C5-C7 level with central cord syndrome,C5-c7 fx-cl/cen cord syn,
+80609,Closed fracture of C5-C7 level with other specified spinal cord injury,C5-c7 fx-cl/cord inj NEC,
+80610,Open fracture of C1-C4 level with unspecified spinal cord injury,C1-c4 fx-op/cord inj NOS,
+80611,Open fracture of C1-C4 level with complete lesion of cord,C1-c4 fx-op/com cord les,
+80612,Open fracture of C1-C4 level with anterior cord syndrome,C1-c4 fx-op/ant cord syn,
+80613,Open fracture of C1-C4 level with central cord syndrome,C1-c4 fx-op/cen cord syn,
+80614,Open fracture of C1-C4 level with other specified spinal cord injury,C1-c4 fx-op/cord inj NEC,
+80615,Open fracture of C5-C7 level with unspecified spinal cord injury,C5-c7 fx-op/cord inj NOS,
+80616,Open fracture of C5-C7 level with complete lesion of cord,C5-c7 fx-op/com cord les,
+80617,Open fracture of C5-C7 level with anterior cord syndrome,C5-c7 fx-op/ant cord syn,
+80618,Open fracture of C5-C7 level with central cord syndrome,C5-c7 fx-op/cen cord syn,
+80619,Open fracture of C5-C7 level with other specified spinal cord injury,C5-c7 fx-op/cord inj NEC,
+80620,Closed fracture of T1-T6 level with unspecified spinal cord injury,T1-t6 fx-cl/cord inj NOS,
+80621,Closed fracture of T1-T6 level with complete lesion of cord,T1-t6 fx-cl/com cord les,
+80622,Closed fracture of T1-T6 level with anterior cord syndrome,T1-t6 fx-cl/ant cord syn,
+80623,Closed fracture of T1-T6 level with central cord syndrome,T1-t6 fx-cl/cen cord syn,
+80624,Closed fracture of T1-T6 level with other specified spinal cord injury,T1-t6 fx-cl/cord inj NEC,
+80625,Closed fracture of T7-T12 level with unspecified spinal cord injury,T7-t12 fx-cl/crd inj NOS,
+80626,Closed fracture of T7-T12 level with complete lesion of cord,T7-t12 fx-cl/com crd les,
+80627,Closed fracture of T7-T12 level with anterior cord syndrome,T7-t12 fx-cl/ant crd syn,
+80628,Closed fracture of T7-T12 level with central cord syndrome,T7-t12 fx-cl/cen crd syn,
+80629,Closed fracture of T7-T12 level with other specified spinal cord injury,T7-t12 fx-cl/crd inj NEC,
+80630,Open fracture of T1-T6 level with unspecified spinal cord injury,T1-t6 fx-op/cord inj NOS,
+80631,Open fracture of T1-T6 level with complete lesion of cord,T1-t6 fx-op/com cord les,
+80632,Open fracture of T1-T6 level with anterior cord syndrome,T1-t6 fx-op/ant cord syn,
+80633,Open fracture of T1-T6 level with central cord syndrome,T1-t6 fx-op/cen cord syn,
+80634,Open fracture of T1-T6 level with other specified spinal cord injury,T1-t6 fx-op/cord inj NEC,
+80635,Open fracture of T7-T12 level with unspecified spinal cord injury,T7-t12 fx-op/crd inj NOS,
+80636,Open fracture of T7-T12 level with complete lesion of cord,T7-t12 fx-op/com crd les,
+80637,Open fracture of T7-T12 level with anterior cord syndrome,T7-t12 fx-op/ant crd syn,
+80638,Open fracture of T7-T12 level with central cord syndrome,T7-t12 fx-op/cen crd syn,
+80639,Open fracture of T7-T12 level with other specified spinal cord injury,T7-t12 fx-op/crd inj NEC,
+8064,Closed fracture of lumbar spine with spinal cord injury,Cl lumbar fx w cord inj,
+8065,Open fracture of lumbar spine with spinal cord injury,Opn lumbar fx w cord inj,
+80660,Closed fracture of sacrum and coccyx with unspecified spinal cord injury,Fx sacrum-cl/crd inj NOS,
+80661,Closed fracture of sacrum and coccyx with complete cauda equina lesion,Fx sacr-cl/cauda equ les,
+80662,Closed fracture of sacrum and coccyx with other cauda equina injury,Fx sacr-cl/cauda inj NEC,
+80669,Closed fracture of sacrum and coccyx with other spinal cord injury,Fx sacrum-cl/crd inj NEC,
+80670,Open fracture of sacrum and coccyx with unspecified spinal cord injury,Fx sacrum-op/crd inj NOS,
+80671,Open fracture of sacrum and coccyx with complete cauda equina lesion,Fx sacr-op/cauda equ les,
+80672,Open fracture of sacrum and coccyx with other cauda equina injury,Fx sacr-op/cauda inj NEC,
+80679,Open fracture of sacrum and coccyx with other spinal cord injury,Fx sacrum-op/crd inj NEC,
+8068,Closed fracture of unspecified vertebral column with spinal cord injury,Vert fx NOS-cl w crd inj,
+8069,Open fracture of unspecified vertebral column with spinal cord injury,Vert fx NOS-op w crd inj,
+80700,"Closed fracture of rib(s), unspecified",Fracture rib NOS-closed,
+80701,Closed fracture of one rib,Fracture one rib-closed,
+80702,Closed fracture of two ribs,Fracture two ribs-closed,
+80703,Closed fracture of three ribs,Fracture three ribs-clos,
+80704,Closed fracture of four ribs,Fracture four ribs-close,
+80705,Closed fracture of five ribs,Fracture five ribs-close,
+80706,Closed fracture of six ribs,Fracture six ribs-closed,
+80707,Closed fracture of seven ribs,Fracture seven ribs-clos,
+80708,Closed fracture of eight or more ribs,Fx eight/more rib-closed,
+80709,"Closed fracture of multiple ribs, unspecified",Fx mult ribs NOS-closed,
+80710,"Open fracture of rib(s), unspecified",Fracture rib NOS-open,
+80711,Open fracture of one rib,Fracture one rib-open,
+80712,Open fracture of two ribs,Fracture two ribs-open,
+80713,Open fracture of three ribs,Fracture three ribs-open,
+80714,Open fracture of four ribs,Fracture four ribs-open,
+80715,Open fracture of five ribs,Fracture five ribs-open,
+80716,Open fracture of six ribs,Fracture six ribs-open,
+80717,Open fracture of seven ribs,Fracture seven ribs-open,
+80718,Open fracture of eight or more ribs,Fx eight/more ribs-open,
+80719,"Open fracture of multiple ribs, unspecified",Fx mult ribs NOS-open,
+8072,Closed fracture of sternum,Fracture of sternum-clos,
+8073,Open fracture of sternum,Fracture of sternum-open,
+8074,Flail chest,Flail chest,
+8075,Closed fracture of larynx and trachea,Fx larynx/trachea-closed,
+8076,Open fracture of larynx and trachea,Fx larynx/trachea-open,
+8080,Closed fracture of acetabulum,Fracture acetabulum-clos,
+8081,Open fracture of acetabulum,Fracture acetabulum-open,
+8082,Closed fracture of pubis,Fracture of pubis-closed,
+8083,Open fracture of pubis,Fracture of pubis-open,
+80841,Closed fracture of ilium,Fracture of ilium-closed,
+80842,Closed fracture of ischium,Fracture ischium-closed,
+80843,Multiple closed pelvic fractures with disruption of pelvic circle,Pelv fx-clos/pelv disrup,
+80844,Multiple closed pelvic fractures without disruption of pelvic circle,Pelv fx-cl w/o plv disrp,
+80849,Closed fracture of other specified part of pelvis,Pelvic fracture NEC-clos,
+80851,Open fracture of ilium,Fracture of ilium-open,
+80852,Open fracture of ischium,Fracture of ischium-open,
+80853,Multiple open pelvic fractures with disruption of pelvic circle,Pelv fx-open/pelv disrup,
+80854,Multiple open pelvic fractures without disruption of pelvic circle,Pelv fx-opn w/o pelv dis,
+80859,Open fracture of other specified part of pelvis,Pelvic fracture NEC-open,
+8088,Closed unspecified fracture of pelvis,Pelvic fracture NOS-clos,
+8089,Open unspecified fracture of pelvis,Pelvic fracture NOS-open,
+8090,"Fracture of bones of trunk, closed",Fracture trunk bone-clos,
+8091,"Fracture of bones of trunk, open",Fracture trunk bone-open,
+81000,"Closed fracture of clavicle, unspecified part",Fx clavicle NOS-closed,
+81001,Closed fracture of sternal end of clavicle,"Fx clavicl, stern end-cl",
+81002,Closed fracture of shaft of clavicle,Fx clavicle shaft-closed,
+81003,Closed fracture of acromial end of clavicle,"Fx clavicl, acrom end-cl",
+81010,"Open fracture of clavicle, unspecified part",Fx clavicle NOS-open,
+81011,Open fracture of sternal end of clavicle,"Fx clavic, stern end-opn",
+81012,Open fracture of shaft of clavicle,Fx clavicle shaft-open,
+81013,Open fracture of acromial end of clavicle,"Fx clavic, acrom end-opn",
+81100,"Closed fracture of scapula, unspecified part",Fx scapula NOS-closed,
+81101,Closed fracture of acromial process of scapula,"Fx scapul, acrom proc-cl",
+81102,Closed fracture of coracoid process of scapula,"Fx scapul, corac proc-cl",
+81103,Closed fracture of glenoid cavity and neck of scapula,"Fx scap, glen cav/nck-cl",
+81109,"Closed fracture of scapula, other",Fx scapula NEC-closed,
+81110,"Open fracture of scapula, unspecified part",Fx scapula NOS-open,
+81111,Open fracture of acromial process of scapula,"Fx scapul, acrom proc-op",
+81112,Open fracture of coracoid process,"Fx scapul, corac proc-op",
+81113,Open fracture of glenoid cavity and neck of scapula,"Fx scap, glen cav/nck-op",
+81119,"Open fracture of scapula, other",Fx scapula NEC-open,
+81200,Closed fracture of unspecified part of upper end of humerus,Fx up end humerus NOS-cl,
+81201,Closed fracture of surgical neck of humerus,Fx surg nck humerus-clos,
+81202,Closed fracture of anatomical neck of humerus,Fx anatom nck humerus-cl,
+81203,Closed fracture of greater tuberosity of humerus,Fx gr tuberos humerus-cl,
+81209,Other closed fracture of upper end of humerus,Fx upper humerus NEC-cl,
+81210,Open fracture of unspecified part of upper end of humerus,Fx upper humerus NOS-opn,
+81211,Open fracture of surgical neck of humerus,Fx surg neck humerus-opn,
+81212,Open fracture of anatomical neck of humerus,Fx anat neck humerus-opn,
+81213,Open fracture of greater tuberosity of humerus,Fx gr tuberos humer-open,
+81219,Other open fracture of upper end of humerus,Fx upper humerus NEC-opn,
+81220,Closed fracture of unspecified part of humerus,Fx humerus NOS-closed,
+81221,Closed fracture of shaft of humerus,Fx humerus shaft-closed,
+81230,Open fracture of unspecified part of humerus,Fx humerus NOS-open,
+81231,Open fracture of shaft of humerus,Fx humerus shaft-open,
+81240,Closed fracture of unspecified part of lower end of humerus,Fx lower humerus NOS-cl,
+81241,Closed supracondylar fracture of humerus,Suprcondyl fx humerus-cl,
+81242,Closed fracture of lateral condyle of humerus,"Fx humer, lat condyl-cl",
+81243,Closed fracture of medial condyle of humerus,"Fx humer, med condyl-cl",
+81244,Closed fracture of unspecified condyle(s) of humerus,"Fx humer, condyl NOS-cl",
+81249,Other closed fracture of lower end of humerus,Fx lower humerus NEC-cl,
+81250,Open fracture of unspecified part of lower end of humerus,Fx lower humer NOS-open,
+81251,Open supracondylar fracture of humerus,Supracondyl fx humer-opn,
+81252,Open fracture of lateral condyle of humerus,"Fx humer, lat condyl-opn",
+81253,Open fracture of medial condyle of humerus,"Fx humer, med condyl-opn",
+81254,Open fracture of unspecified condyle(s) of humerus,"Fx humer, condyl NOS-opn",
+81259,Other open fracture of lower end of humerus,Fx lower humer NEC-open,
+81300,"Closed fracture of upper end of forearm, unspecified",Fx upper forearm NOS-cl,
+81301,Closed fracture of olecranon process of ulna,Fx olecran proc ulna-cl,
+81302,Closed fracture of coronoid process of ulna,Fx coronoid proc ulna-cl,
+81303,Closed Monteggia's fracture,Monteggia's fx-closed,
+81304,Other and unspecified closed fractures of proximal end of ulna (alone),Fx upper ulna NEC/NOS-cl,
+81305,Closed fracture of head of radius,Fx radius head-closed,
+81306,Closed fracture of neck of radius,Fx radius neck-closed,
+81307,Other and unspecified closed fractures of proximal end of radius (alone),Fx up radius NEC/NOS-cl,
+81308,"Closed fracture of radius with ulna, upper end [any part]",Fx up radius w ulna-clos,
+81310,"Open fracture of upper end of forearm, unspecified",Fx upper forearm NOS-opn,
+81311,Open fracture of olecranon process of ulna,Fx olecran proc ulna-opn,
+81312,Open fracture of coronoid process of ulna,Fx coronoid pro ulna-opn,
+81313,Open Monteggia's fracture,Monteggia's fx-open,
+81314,Other and unspecified open fractures of proximal end of ulna (alone),Fx up ulna NEC/NOS-open,
+81315,Open fracture of head of radius,Fx radius head-open,
+81316,Open fracture of neck of radius,Fx radius neck-open,
+81317,Other and unspecified open fractures of proximal end of radius (alone),Fx up radius NEC/NOS-opn,
+81318,"Open fracture of radius with ulna, upper end (any part)",Fx up radius w ulna-open,
+81320,"Closed fracture of shaft of radius or ulna, unspecified",Fx shaft forearm NOS-cl,
+81321,Closed fracture of shaft of radius (alone),Fx radius shaft-closed,
+81322,Closed fracture of shaft of ulna (alone),Fx ulna shaft-closed,
+81323,Closed fracture of shaft of radius with ulna,Fx shaft rad w ulna-clos,
+81330,"Open fracture of shaft of radius or ulna, unspecified",Fx shaft forearm NOS-opn,
+81331,Open fracture of shaft of radius (alone),Fx radius shaft-open,
+81332,Open fracture of shaft of ulna (alone),Fx ulna shaft-open,
+81333,Open fracture of shaft of radius with ulna,Fx shaft rad w ulna-open,
+81340,"Closed fracture of lower end of forearm, unspecified",Fx lower forearm NOS-cl,
+81341,Closed Colles' fracture,Colles' fracture-closed,
+81342,Other closed fractures of distal end of radius (alone),Fx distal radius NEC-cl,
+81343,Closed fracture of distal end of ulna (alone),Fx distal ulna-closed,
+81344,Closed fracture of lower end of radius with ulna,Fx low radius w ulna-cl,
+81345,Torus fracture of radius (alone),Torus fx radius-cl/alone,
+81346,Torus fracture of ulna (alone),Torus fx ulna-closed,
+81347,Torus fracture of radius and ulna,Torus fx radius/ulna-clo,
+81350,"Open fracture of lower end of forearm, unspecified",Fx lower forearm NOS-opn,
+81351,Open Colles' fracture,Colles' fracture-open,
+81352,Other open fractures of distal end of radius (alone),Fx distal radius NEC-opn,
+81353,Open fracture of distal end of ulna (alone),Fx distal ulna-open,
+81354,Open fracture of lower end of radius with ulna,Fx low radius w ulna-opn,
+81380,Closed fracture of unspecified part of forearm,Fx forearm NOS-closed,
+81381,Closed fracture of unspecified part of radius (alone),Fx radius NOS-closed,
+81382,Closed fracture of unspecified part of ulna (alone),Fracture ulna NOS-closed,
+81383,Closed fracture of unspecified part of radius with ulna,Fx radius w ulna NOS-cl,
+81390,Open fracture of unspecified part of forearm,Fx forearm NOS-open,
+81391,Open fracture of unspecified part of radius (alone),Fracture radius NOS-open,
+81392,Open fracture of unspecified part of ulna (alone),Fracture ulna NOS-open,
+81393,Open fracture of unspecified part of radius with ulna,Fx radius w ulna NOS-opn,
+81400,"Closed fracture of carpal bone, unspecified",Fx carpal bone NOS-close,
+81401,Closed fracture of navicular [scaphoid] bone of wrist,"Fx navicular, wrist-clos",
+81402,Closed fracture of lunate [semilunar] bone of wrist,"Fx lunate, wrist-closed",
+81403,Closed fracture of triquetral [cuneiform] bone of wrist,"Fx triquetral, wrist-cl",
+81404,Closed fracture of pisiform bone of wrist,Fx pisiform-closed,
+81405,Closed fracture of trapezium bone [larger multangular] of wrist,Fx trapezium bone-closed,
+81406,Closed fracture of trapezoid bone [smaller multangular] of wrist,Fx trapezoid bone-closed,
+81407,Closed fracture of capitate bone [os magnum] of wrist,Fx capitate bone-closed,
+81408,Closed fracture of hamate [unciform] bone of wrist,Fx hamate bone-closed,
+81409,Closed fracture of other bone of wrist,Fx carpal bone NEC-close,
+81410,"Open fracture of carpal bone, unspecified",Fx carpal bone NOS-open,
+81411,Open fracture of navicular [scaphoid] bone of wrist,"Fx navicular, wrist-open",
+81412,Open fracture of lunate [semilunar] bone of wrist,"Fx lunate, wrist-open",
+81413,Open fracture of triquetral [cuneiform] bone of wrist,"Fx triquetral, wrist-opn",
+81414,Open fracture of pisiform bone of wrist,Fx pisiform-open,
+81415,Open fracture of trapezium bone [larger multangular] of wrist,Fx trapezium bone-open,
+81416,Open fracture of trapezoid bone [smaller multangular] of wrist,Fx trapezoid bone-open,
+81417,Open fracture of capitate bone [os magnum] of wrist,Fx capitate bone-open,
+81418,Open fracture of hamate [unciform] bone of wrist,Fx hamate bone-open,
+81419,Open fracture of other bone of wrist,Fx carpal bone NEC-open,
+81500,"Closed fracture of metacarpal bone(s), site unspecified",Fx metacarpal NOS-closed,
+81501,Closed fracture of base of thumb [first] metacarpal,Fx 1st metacarp base-cl,
+81502,Closed fracture of base of other metacarpal bone(s),Fx metacarp base NEC-cl,
+81503,Closed fracture of shaft of metacarpal bone(s),Fx metacarpal shaft-clos,
+81504,Closed fracture of neck of metacarpal bone(s),Fx metacarpal neck-close,
+81509,Closed fracture of multiple sites of metacarpus,Mult fx metacarpus-close,
+81510,"Open fracture of metacarpal bone(s), site unspecified",Fx metacarpal NOS-open,
+81511,Open fracture of base of thumb [first] metacarpal,Fx 1st metacarp base-opn,
+81512,Open fracture of base of other metacarpal bone(s),Fx metacarp base NEC-opn,
+81513,Open fracture of shaft of metacarpal bone(s),Fx metacarpal shaft-open,
+81514,Open fracture of neck of metacarpal bone(s),Fx metacarpal neck-open,
+81519,Open fracture of multiple sites of metacarpus,Mult fx metacarpus-open,
+81600,"Closed fracture of phalanx or phalanges of hand, unspecified","Fx phalanx, hand NOS-cl",
+81601,Closed fracture of middle or proximal phalanx or phalanges of hand,"Fx mid/prx phal, hand-cl",
+81602,Closed fracture of distal phalanx or phalanges of hand,"Fx dist phalanx, hand-cl",
+81603,Closed fracture of multiple sites of phalanx or phalanges of hand,"Fx mult phalan, hand-cl",
+81610,"Open fracture of phalanx or phalanges of hand, unspecified","Fx phalanx, hand NOS-opn",
+81611,Open fracture of middle or proximal phalanx or phalanges of hand,"Fx mid/prx phal, hand-op",
+81612,Open fracture of distal phalanx or phalanges of hand,"Fx distal phal, hand-opn",
+81613,Open fracture of multiple sites of phalanx or phalanges of hand,"Fx mult phalan, hand-opn",
+8170,Multiple closed fractures of hand bones,Multiple fx hand-closed,
+8171,Multiple open fractures of hand bones,Multiple fx hand-open,
+8180,Ill-defined closed fractures of upper limb,Fx arm mult/NOS-closed,
+8181,Ill-defined open fractures of upper limb,Fx arm mult/NOS-open,
+8190,"Multiple closed fractures involving both upper limbs, and upper limb with rib(s) and sternum",Fx arms w rib/sternum-cl,
+8191,"Multiple open fractures involving both upper limbs, and upper limb with rib(s) and sternum",Fx arms w rib/stern-open,
+82000,"Closed fracture of intracapsular section of neck of femur, unspecified",Fx femur intrcaps NOS-cl,
+82001,Closed fracture of epiphysis (separation) (upper) of neck of femur,Fx up femur epiphy-clos,
+82002,Closed fracture of midcervical section of neck of femur,"Fx femur, midcervic-clos",
+82003,Closed fracture of base of neck of femur,Fx base femoral nck-clos,
+82009,Other closed transcervical fracture of neck of femur,Fx femur intrcaps NEC-cl,
+82010,"Open fracture of intracapsular section of neck of femur, unspecified",Fx femur intrcap NOS-opn,
+82011,Open fracture of epiphysis (separation) (upper) of neck of femur,Fx up femur epiphy-open,
+82012,Open fracture of midcervical section of neck of femur,"Fx femur, midcervic-open",
+82013,Open fracture of base of neck of femur,Fx base femoral nck-open,
+82019,Other open transcervical fracture of neck of femur,Fx femur intrcap NEC-opn,
+82020,Closed fracture of trochanteric section of neck of femur,Trochanteric fx NOS-clos,
+82021,Closed fracture of intertrochanteric section of neck of femur,Intertrochanteric fx-cl,
+82022,Closed fracture of subtrochanteric section of neck of femur,Subtrochanteric fx-close,
+82030,"Open fracture of trochanteric section of neck of femur, unspecified",Trochanteric fx NOS-open,
+82031,Open fracture of intertrochanteric section of neck of femur,Intertrochanteric fx-opn,
+82032,Open fracture of subtrochanteric section of neck of femur,Subtrochanteric fx-open,
+8208,Closed fracture of unspecified part of neck of femur,Fx neck of femur NOS-cl,
+8209,Open fracture of unspecified part of neck of femur,Fx neck of femur NOS-opn,
+82100,Closed fracture of unspecified part of femur,Fx femur NOS-closed,
+82101,Closed fracture of shaft of femur,Fx femur shaft-closed,
+82110,Open fracture of unspecified part of femur,Fx femur NOS-open,
+82111,Open fracture of shaft of femur,Fx femur shaft-open,
+82120,"Closed fracture of lower end of femur, unspecified part",Fx low end femur NOS-cl,
+82121,"Closed fracture of condyle, femoral",Fx femoral condyle-close,
+82122,"Closed fracture of epiphysis, lower (separation) of femur",Fx low femur epiphy-clos,
+82123,Closed supracondylar fracture of femur,Supracondyl fx femur-cl,
+82129,Other closed fracture of lower end of femur,Fx low end femur NEC-cl,
+82130,"Open fracture of lower end of femur, unspecified part",Fx low end femur NOS-opn,
+82131,"Open fracture of condyle, femoral",Fx femoral condyle-open,
+82132,Open fracture of epiphysis. Lower (separation) of femur,Fx low femur epiphy-open,
+82133,Open supracondylar fracture of femur,Supracondyl fx femur-opn,
+82139,Other open fracture of lower end of femur,Fx low end femur NEC-opn,
+8220,Closed fracture of patella,Fracture patella-closed,
+8221,Open fracture of patella,Fracture patella-open,
+82300,Closed fracture of upper end of tibia alone,Fx upper end tibia-close,
+82301,Closed fracture of upper end of fibula alone,Fx upper end fibula-clos,
+82302,Closed fracture of upper end of fibula with tibia,Fx up tibia w fibula-cl,
+82310,Open fracture of upper end of tibia alone,Fx upper end tibia-open,
+82311,Open fracture of upper end of fibula alone,Fx upper end fibula-open,
+82312,Open fracture of upper end of fibula with tibia,Fx up tibia w fibula-opn,
+82320,Closed fracture of shaft of tibia alone,Fx shaft tibia-closed,
+82321,Closed fracture of shaft of fibula alone,Fx shaft fibula-closed,
+82322,Closed fracture of shaft of fibula with tibia,Fx shaft fib w tib-clos,
+82330,Open fracture of shaft of tibia alone,Fx tibia shaft-open,
+82331,Open fracture of shaft of fibula alone,Fx fibula shaft-open,
+82332,Open fracture of shaft of fibula with tibia,Fx shaft tibia w fib-opn,
+82340,"Torus fracture, tibia alone",Torus fracture of tibia,
+82341,"Torus fracture, fibula alone",Torus fracture of fibula,
+82342,"Torus fracture, fibula with tibia",Torus fx tibia/fibula,
+82380,Closed fracture of unspecified part of tibia alone,Fx tibia NOS-closed,
+82381,Closed fracture of unspecified part of fibula alone,Fx fibula NOS-closed,
+82382,Closed fracture of unspecified part of fibula with tibia,Fx tibia w fibula NOS-cl,
+82390,Open fracture of unspecified part of tibia alone,Fx tibia NOS-open,
+82391,Open fracture of unspecified part of fibula alone,Fx fibula NOS-open,
+82392,Open fracture of unspecified part of fibula with tibia,Fx tibia w fib NOS-open,
+8240,"Fracture of medial malleolus, closed",Fx medial malleolus-clos,
+8241,"Fracture of medial malleolus, open",Fx medial malleolus-open,
+8242,"Fracture of lateral malleolus, closed",Fx lateral malleolus-cl,
+8243,"Fracture of lateral malleolus, open",Fx lateral malleolus-opn,
+8244,"Bimalleolar fracture, closed",Fx bimalleolar-closed,
+8245,"Bimalleolar fracture, open",Fx bimalleolar-open,
+8246,"Trimalleolar fracture, closed",Fx trimalleolar-closed,
+8247,"Trimalleolar fracture, open",Fx trimalleolar-open,
+8248,"Unspecified fracture of ankle, closed",Fx ankle NOS-closed,
+8249,"Unspecified fracture of ankle, open",Fx ankle NOS-open,
+8250,"Fracture of calcaneus, closed",Fracture calcaneus-close,
+8251,"Fracture of calcaneus, open",Fracture calcaneus-open,
+82520,Closed fracture of unspecified bone(s) of foot [except toes],Fx foot bone NOS-closed,
+82521,Closed fracture of astragalus,Fx astragalus-closed,
+82522,"Closed fracture of navicular [scaphoid], foot","Fx navicular, foot-clos",
+82523,Closed fracture of cuboid,Fx cuboid-closed,
+82524,"Closed fracture of cuneiform, foot","Fx cuneiform, foot-clos",
+82525,Closed fracture of metatarsal bone(s),Fx metatarsal-closed,
+82529,Other closed fracture of tarsal and metatarsal bones,Fx foot bone NEC-closed,
+82530,Open fracture of unspecified bone(s) of foot [except toes],Fx foot bone NOS-open,
+82531,Open fracture of astragalus,Fx astragalus-open,
+82532,"Open fracture of navicular [scaphoid], foot","Fx navicular, foot-open",
+82533,Open fracture of cuboid,Fx cuboid-open,
+82534,"Open fracture of cuneiform, foot","Fx cuneiform, foot-open",
+82535,Open fracture of metatarsal bone(s),Fx metatarsal-open,
+82539,Other open fracture of tarsal and metatarsal bones,Fx foot bone NEC-open,
+8260,Closed fracture of one or more phalanges of foot,"Fx phalanx, foot-closed",
+8261,Open fracture of one or more phalanges of foot,"Fx phalanx, foot-open",
+8270,"Other, multiple and ill-defined fractures of lower limb, closed",Fx lower limb NEC-closed,
+8271,"Other, multiple and ill-defined fractures of lower limb, open",Fx lower limb NEC-open,
+8280,"Closed multiple fractures involving both lower limbs, lower with upper limb, and lower limb(s) with rib(s) and sternum",Fx legs w arm/rib-closed,
+8281,"Open multiple fractures involving both lower limbs, lower with upper limb, and lower limb(s) with rib(s) and sternum",Fx legs w arm/rib-open,
+8290,"Fracture of unspecified bone, closed",Fracture NOS-closed,
+8291,"Fracture of unspecified bone, open",Fracture NOS-open,
+8300,Closed dislocation of jaw,Dislocation jaw-closed,
+8301,Open dislocation of jaw,Dislocation jaw-open,
+83100,"Closed dislocation of shoulder, unspecified",Disloc shoulder NOS-clos,
+83101,Closed anterior dislocation of humerus,Ant disloc humerus-close,
+83102,Closed posterior dislocation of humerus,Post disloc humerus-clos,
+83103,Closed inferior dislocation of humerus,Infer disloc humerus-cl,
+83104,Closed dislocation of acromioclavicular (joint),Disloc acromioclavic-cl,
+83109,"Closed dislocation of shoulder, other",Disloc shoulder NEC-clos,
+83110,"Open dislocation of shoulder, unspecified",Disloc shoulder NOS-open,
+83111,Open anterior dislocation of humerus,Ant disloc humerus-open,
+83112,Open posterior dislocation of humerus,Post disloc humerus-open,
+83113,Open inferior dislocation of humerus,Infer disloc humerus-opn,
+83114,Open dislocation of acromioclavicular (joint),Disloc acromioclavic-opn,
+83119,"Open dislocation of shoulder, other",Disloc shoulder NEC-open,
+83200,"Closed dislocation of elbow, unspecified",Dislocat elbow NOS-close,
+83201,Closed anterior dislocation of elbow,Ant disloc elbow-closed,
+83202,Closed posterior dislocation of elbow,Post disloc elbow-closed,
+83203,Closed medial dislocation of elbow,Med disloc elbow-closed,
+83204,Closed lateral dislocation of elbow,Lat disloc elbow-closed,
+83209,"Closed dislocation of elbow, other",Dislocat elbow NEC-close,
+83210,"Open dislocation of elbow, unspecified",Dislocat elbow NOS-open,
+83211,Open anterior dislocation of elbow,Ant disloc elbow-open,
+83212,Open posterior dislocation of elbow,Post disloc elbow-open,
+83213,Open medial dislocation of elbow,Med disloc elbow-open,
+83214,Open lateral dislocation of elbow,Lat dislocat elbow-open,
+83219,"Open dislocation of elbow, other",Dislocat elbow NEC-open,
+8322,Nursemaid's elbow,Nursemaid's elbow,
+83300,"Closed dislocation of wrist, unspecified part",Disloc wrist NOS-closed,
+83301,"Closed dislocation of radioulnar (joint), distal",Disloc dist radiouln-cl,
+83302,Closed dislocation of radiocarpal (joint),Disloc radiocarpal-clos,
+83303,Closed dislocation of midcarpal (joint),Disloca midcarpal-closed,
+83304,Closed dislocation of carpometacarpal (joint),Disloc carpometacarp-cl,
+83305,"Closed dislocation of metacarpal (bone), proximal end",Disloc metacarpal-closed,
+83309,"Closed dislocation of wrist, other",Disloc wrist NEC-closed,
+83310,"Open dislocation of wrist, unspecified part",Dislocat wrist NOS-open,
+83311,"Open dislocation of radioulnar (joint), distal",Disloc dist radiouln-opn,
+83312,Open dislocation of radiocarpal (joint),Disloc radiocarpal-open,
+83313,Open dislocation of midcarpal (joint),Dislocat midcarpal-open,
+83314,Open dislocation of carpometacarpal (joint),Disloc carpometacarp-opn,
+83315,"Open dislocation of metacarpal (bone), proximal end",Dislocat metacarpal-open,
+83319,"Open dislocation of wrist, other",Dislocat wrist NEC-open,
+83400,"Closed dislocation of finger, unspecified part",Disl finger NOS-closed,
+83401,Closed dislocation of metacarpophalangeal (joint),Disloc metacarpophaln-cl,
+83402,"Closed dislocation of interphalangeal (joint), hand",Disl interphaln hand-cl,
+83410,"Open dislocation of finger, unspecified part",Disloc finger NOS-open,
+83411,Open dislocation of metacarpophalangeal (joint),Disl metacarpophalan-opn,
+83412,"Open dislocation interphalangeal (joint), hand",Disl interphaln hand-opn,
+83500,"Closed dislocation of hip, unspecified site",Dislocat hip NOS-closed,
+83501,Closed posterior dislocation of hip,Posterior disloc hip-cl,
+83502,Closed obturator dislocation of hip,Obturator disloc hip-cl,
+83503,Other closed anterior dislocation of hip,Ant disloc hip NEC-clos,
+83510,"Open dislocation of hip, unspecified site",Dislocation hip NOS-open,
+83511,Open posterior dislocation of hip,Posterior disloc hip-opn,
+83512,Open obturator dislocation of hip,Obturator disloc hip-opn,
+83513,Other open anterior dislocation of hip,Ant disloc hip NEC-open,
+8360,"Tear of medial cartilage or meniscus of knee, current",Tear med menisc knee-cur,
+8361,"Tear of lateral cartilage or meniscus of knee, current",Tear lat menisc knee-cur,
+8362,"Other tear of cartilage or meniscus of knee, current",Tear meniscus NEC-curren,
+8363,"Dislocation of patella, closed",Dislocat patella-closed,
+8364,"Dislocation of patella, open",Dislocation patella-open,
+83650,"Dislocation of knee, unspecified, closed",Dislocat knee NOS-closed,
+83651,"Anterior dislocation of tibia, proximal end, closed",Ant disloc prox tibia-cl,
+83652,"Posterior dislocation of tibia, proximal end, closed",Post disl prox tibia-cl,
+83653,"Medial dislocation of tibia, proximal end, closed",Med disloc prox tibia-cl,
+83654,"Lateral dislocation of tibia, proximal end, closed",Lat disloc prox tibia-cl,
+83659,"Other dislocation of knee, closed",Dislocat knee NEC-closed,
+83660,"Dislocation of knee, unspecified, open",Dislocat knee NOS-open,
+83661,"Anterior dislocation of tibia, proximal end, open",Ant disl prox tibia-open,
+83662,"Posterior dislocation of tibia, proximal end, open",Post disl prox tibia-opn,
+83663,"Medial dislocation of tibia, proximal end, open",Med disl prox tibia-open,
+83664,"Lateral dislocation of tibia, proximal end, open",Lat disl prox tibia-open,
+83669,"Other dislocation of knee, open",Dislocat knee NEC-open,
+8370,Closed dislocation of ankle,Dislocation ankle-closed,
+8371,Open dislocation of ankle,Dislocation ankle-open,
+83800,"Closed dislocation of foot, unspecified",Dislocat foot NOS-closed,
+83801,"Closed dislocation of tarsal (bone), joint unspecified",Disloc tarsal NOS-closed,
+83802,Closed dislocation of midtarsal (joint),Disloc midtarsal-closed,
+83803,Closed dislocation of tarsometatarsal (joint),Disloc tarsometatars-cl,
+83804,"Closed dislocation of metatarsal (bone), joint unspecified",Disloc metatarsal NOS-cl,
+83805,Closed dislocation of metatarsophalangeal (joint),Disl metatarsophalang-cl,
+83806,"Closed dislocation of interphalangeal (joint), foot",Disl interphalan foot-cl,
+83809,"Closed dislocation of foot, other",Dislocat foot NEC-closed,
+83810,"Open dislocation of foot, unspecified",Dislocat foot NOS-open,
+83811,"Open dislocation of tarsal (bone), joint unspecified",Disloc tarsal NOS-open,
+83812,Open dislocation of midtarsal (joint),Disloc midtarsal-open,
+83813,Open dislocation of tarsometatarsal (joint),Disl tarsometatarsal-opn,
+83814,"Open dislocation of metatarsal (bone), joint unspecified",Disl metatarsal NOS-open,
+83815,Open dislocation of metatarsophalangeal (joint),Disloc metatarsophal-opn,
+83816,"Open dislocation of interphalangeal (joint), foot",Dis interphalan foot-opn,
+83819,"Open dislocation of foot, other",Dislocat foot NEC-open,
+83900,"Closed dislocation, cervical vertebra, unspecified",Disloc cerv vert NOS-cl,
+83901,"Closed dislocation, first cervical vertebra",Disloc 1st cerv vert-cl,
+83902,"Closed dislocation, second cervical vertebra",Disloc 2nd cerv vert-cl,
+83903,"Closed dislocation, third cervical vertebra",Disloc 3rd cerv vert-cl,
+83904,"Closed dislocation, fourth cervical vertebra",Disloc 4th cerv vert-cl,
+83905,"Closed dislocation, fifth cervical vertebra",Disloc 5th cerv vert-cl,
+83906,"Closed dislocation, sixth cervical vertebra",Disloc 6th cerv vert-cl,
+83907,"Closed dislocation, seventh cervical vertebra",Disloc 7th cerv vert-cl,
+83908,"Closed dislocation, multiple cervical vertebrae",Disloc mult cerv vert-cl,
+83910,"Open dislocation, cervical vertebra, unspecified",Disloc cerv vert NOS-opn,
+83911,"Open dislocation, first cervical vertebra",Disloc lst cerv vert-opn,
+83912,"Open dislocation, second cervical vertebra",Disloc 2nd cerv vert-opn,
+83913,"Open dislocation, third cervical vertebra",Disloc 3rd cerv vert-opn,
+83914,"Open dislocation, fourth cervical vertebra",Disloc 4th cerv vert-opn,
+83915,"Open dislocation, fifth cervical vertebra",Disloc 5th cerv vert-opn,
+83916,"Open dislocation, sixth cervical vertebra",Disloc 6th cerv vert-opn,
+83917,"Open dislocation, seventh cervical vertebra",Disloc 7th cerv vert-opn,
+83918,"Open dislocation, multiple cervical vertebrae",Disloc mlt cerv vert-opn,
+83920,"Closed dislocation, lumbar vertebra",Dislocat lumbar vert-cl,
+83921,"Closed dislocation, thoracic vertebra",Disloc thoracic vert-cl,
+83930,"Open dislocation, lumbar vertebra",Dislocat lumbar vert-opn,
+83931,"Open dislocation, thoracic vertebra",Disloc thoracic vert-opn,
+83940,"Closed dislocation, vertebra, unspecified site",Dislocat vertebra NOS-cl,
+83941,"Closed dislocation, coccyx",Dislocat coccyx-closed,
+83942,"Closed dislocation, sacrum",Dislocat sacrum-closed,
+83949,"Closed dislocation, vertebra, other",Dislocat vertebra NEC-cl,
+83950,"Open dislocation, vertebra, unspecified site",Disloc vertebra NOS-open,
+83951,"Open dislocation, coccyx",Dislocat coccyx-open,
+83952,"Open dislocation, sacrum",Dislocat sacrum-open,
+83959,"Open dislocation, vertebra,other",Disloc vertebra NEC-open,
+83961,"Closed dislocation, sternum",Dislocat sternum-closed,
+83969,"Closed dislocation, other location",Dislocat site NEC-closed,
+83971,"Open dislocation, sternum",Dislocation sternum-open,
+83979,"Open dislocation, other location",Dislocat site NEC-open,
+8398,"Closed dislocation, multiple and ill-defined sites",Dislocation NEC-closed,
+8399,"Open dislocation, multiple and ill-defined sites",Dislocation NEC-open,
+8400,Acromioclavicular (joint) (ligament) sprain,Sprain acromioclavicular,
+8401,Coracoclavicular (ligament) sprain,Sprain coracoclavicular,
+8402,Coracohumeral (ligament) sprain,Sprain coracohumeral,
+8403,Infraspinatus (muscle) (tendon) sprain,Sprain infraspinatus,
+8404,Rotator cuff (capsule) sprain,Sprain rotator cuff,
+8405,Subscapularis (muscle) sprain,Sprain subscapularis,
+8406,Supraspinatus (muscle) (tendon) sprain,Sprain supraspinatus,
+8407,Superior glenoid labrum lesion,Sup glenoid labrm lesion,
+8408,Sprains and strains of other specified sites of shoulder and upper arm,Sprain shoulder/arm NEC,
+8409,Sprains and strains of unspecified site of shoulder and upper arm,Sprain shoulder/arm NOS,
+8410,Radial collateral ligament sprain,Sprain radial collat lig,
+8411,Ulnar collateral ligament sprain,Sprain ulnar collat lig,
+8412,Radiohumeral (joint) sprain,Sprain radiohumeral,
+8413,Ulnohumeral (joint) sprain,Sprain ulnohumeral,
+8418,Sprains and strains of other specified sites of elbow and forearm,Sprain elbow/forearm NEC,
+8419,Sprains and strains of unspecified site of elbow and forearm,Sprain elbow/forearm NOS,
+84200,"Sprain of wrist, unspecified site",Sprain of wrist NOS,
+84201,Sprain of carpal (joint) of wrist,Sprain carpal,
+84202,Sprain of radiocarpal (joint) (ligament) of wrist,Sprain radiocarpal,
+84209,Other sprains and strains of wrist,Sprain of wrist NEC,
+84210,"Sprain of hand, unspecified site",Sprain of hand NOS,
+84211,Sprain of carpometacarpal (joint) of hand,Sprain carpometacarpal,
+84212,Sprain of metacarpophalangeal (joint) of hand,Sprain metacarpophalang,
+84213,Sprain of interphalangeal (joint) of hand,Sprain interphalangeal,
+84219,Other sprains and strains of hand,Sprain of hand NEC,
+8430,Iliofemoral (ligament) sprain,Sprain iliofemoral,
+8431,Ischiocapsular (ligament) sprain,Sprain ischiocapsular,
+8438,Sprains and strains of other specified sites of hip and thigh,Sprain hip & thigh NEC,
+8439,Sprains and strains of unspecified site of hip and thigh,Sprain hip & thigh NOS,
+8440,Sprain of lateral collateral ligament of knee,Sprain lateral coll lig,
+8441,Sprain of medial collateral ligament of knee,Sprain medial collat lig,
+8442,Sprain of cruciate ligament of knee,Sprain cruciate lig knee,
+8443,"Sprain of tibiofibular (joint) (ligament) superior, of knee",Sprain super tibiofibula,
+8448,Sprains and strains of other specified sites of knee and leg,Sprain of knee & leg NEC,
+8449,Sprains and strains of unspecified site of knee and leg,Sprain of knee & leg NOS,
+84500,"Sprain of ankle, unspecified site",Sprain of ankle NOS,
+84501,"Sprain of deltoid (ligament), ankle",Sprain of ankle deltoid,
+84502,Sprain of calcaneofibular (ligament) of ankle,Sprain calcaneofibular,
+84503,"Sprain of tibiofibular (ligament), distal of ankle",Sprain distal tibiofibul,
+84509,Other sprains and strains of ankle,Sprain of ankle NEC,
+84510,"Sprain of foot, unspecified site",Sprain of foot NOS,
+84511,Sprain of tarsometatarsal (joint) (ligament) of foot,Sprain tarsometatarsal,
+84512,Sprain of metatarsophalangeal (joint) of foot,Sprain metatarsophalang,
+84513,"Sprain of interphalangeal (joint), toe",Sprain interphalang toe,
+84519,Other sprain of foot,Sprain of foot NEC,
+8460,Sprain of lumbosacral (joint) (ligament),Sprain lumbosacral,
+8461,Sprain of sacroiliac ligament,Sprain sacroiliac,
+8462,Sprain of sacrospinatus (ligament),Sprain sacrospinatus,
+8463,Sprain of sacrotuberous (ligament),Sprain sacrotuberous,
+8468,Sprain of other specified sites of sacroiliac region,Sprain sacroiliac NEC,
+8469,Sprain of unspecified site of sacroiliac region,Sprain sacroiliac NOS,
+8470,Sprain of neck,Sprain of neck,
+8471,Sprain of thoracic,Sprain thoracic region,
+8472,Sprain of lumbar,Sprain lumbar region,
+8473,Sprain of sacrum,Sprain of sacrum,
+8474,Sprain of coccyx,Sprain of coccyx,
+8479,Sprain of unspecified site of back,Sprain of back NOS,
+8480,Sprain of septal cartilage of nose,Sprain of nasal septum,
+8481,Sprain of jaw,Sprain of jaw,
+8482,Sprain of thyroid region,Sprain of thyroid region,
+8483,Sprain of ribs,Sprain of ribs,
+84840,"Sprain of sternum, unspecified site",Sprain of sternum NOS,
+84841,Sprain of sternoclavicular (joint) (ligament),Sprain sternoclavicular,
+84842,Sprain of chondrosternal (joint),Sprain chondrosternal,
+84849,"Sprain of sternum, other",Sprain of sternum NEC,
+8485,Sprain of pelvic,Sprain of pelvis,
+8488,Other specified sites of sprains and strains,Sprain NEC,
+8489,Unspecified site of sprain and strain,Sprain NOS,
+8500,Concussion with no loss of consciousness,Concussion w/o coma,
+85011,"Concussion, with loss of consciousness of 30 minutes or less",Concus-brief coma <31 mn,
+85012,"Concussion, with loss of consciousness from 31 to 59 minutes",Concus-brf coma 31-59 mn,
+8502,Concussion with moderate loss of consciousness,Concussion-moderate coma,
+8503,Concussion with prolonged loss of consciousness and return to pre-existing conscious level,Concussion-prolong coma,
+8504,"Concussion with prolonged loss of consciousness, without return to pre-existing conscious level",Concussion-deep coma,
+8505,Concussion with loss of consciousness of unspecified duration,Concussion w coma NOS,
+8509,"Concussion, unspecified",Concussion NOS,
+85100,"Cortex (cerebral) contusion without mention of open intracranial wound, unspecified state of consciousness",Cerebral cortx contusion,
+85101,"Cortex (cerebral) contusion without mention of open intracranial wound, with no loss of consciousness",Cortex contusion-no coma,
+85102,"Cortex (cerebral) contusion without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cortex contus-brief coma,
+85103,"Cortex (cerebral) contusion without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cortex contus-mod coma,
+85104,"Cortex (cerebral) contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cortx contus-prolng coma,
+85105,"Cortex (cerebral) contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cortex contus-deep coma,
+85106,"Cortex (cerebral) contusion without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cortex contus-coma NOS,
+85109,"Cortex (cerebral) contusion without mention of open intracranial wound, with concussion, unspecified",Cortex contus-concus NOS,
+85110,"Cortex (cerebral) contusion with open intracranial wound, unspecified state of consciousness",Cortex contusion/opn wnd,
+85111,"Cortex (cerebral) contusion with open intracranial wound, with no loss of consciousness",Opn cortx contus-no coma,
+85112,"Cortex (cerebral) contusion with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cort contus-brf coma,
+85113,"Cortex (cerebral) contusion with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cort contus-mod coma,
+85114,"Cortex (cerebral) contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cort contu-prol coma,
+85115,"Cortex (cerebral) contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cort contu-deep coma,
+85116,"Cortex (cerebral) contusion with open intracranial wound, with loss of consciousness of unspecified duration",Opn cort contus-coma NOS,
+85119,"Cortex (cerebral) contusion with open intracranial wound, with concussion, unspecified",Opn cortx contus-concuss,
+85120,"Cortex (cerebral) laceration without mention of open intracranial wound, unspecified state of consciousness",Cerebral cortex lacerat,
+85121,"Cortex (cerebral) laceration without mention of open intracranial wound, with no loss of consciousness",Cortex lacerat w/o coma,
+85122,"Cortex (cerebral) laceration without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cortex lacera-brief coma,
+85123,"Cortex (cerebral) laceration without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cortex lacerat-mod coma,
+85124,"Cortex (cerebral) laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cortex lacerat-prol coma,
+85125,"Cortex (cerebral) laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cortex lacerat-deep coma,
+85126,"Cortex (cerebral) laceration without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cortex lacerat-coma NOS,
+85129,"Cortex (cerebral) laceration without mention of open intracranial wound, with concussion, unspecified",Cortex lacerat-concuss,
+85130,"Cortex (cerebral) laceration with open intracranial wound, unspecified state of consciousness",Cortex lacer w opn wound,
+85131,"Cortex (cerebral) laceration with open intracranial wound, with no loss of consciousness",Opn cortex lacer-no coma,
+85132,"Cortex (cerebral) laceration with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cortx lac-brief coma,
+85133,"Cortex (cerebral) laceration with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cortx lacer-mod coma,
+85134,"Cortex (cerebral) laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cortx lac-proln coma,
+85135,"Cortex (cerebral) laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cortex lac-deep coma,
+85136,"Cortex (cerebral) laceration with open intracranial wound, with loss of consciousness of unspecified duration",Opn cortx lacer-coma NOS,
+85139,"Cortex (cerebral) laceration with open intracranial wound, with concussion, unspecified",Opn cortx lacer-concuss,
+85140,"Cerebellar or brain stem contusion without mention of open intracranial wound, unspecified state of consciousness",Cerebel/brain stm contus,
+85141,"Cerebellar or brain stem contusion without mention of open intracranial wound, with no loss of consciousness",Cerebell contus w/o coma,
+85142,"Cerebellar or brain stem contusion without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cerebell contus-brf coma,
+85143,"Cerebellar or brain stem contusion without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cerebell contus-mod coma,
+85144,"Cerebellar or brain stem contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss consciousness and return to pre-existing conscious level",Cerebel contus-prol coma,
+85145,"Cerebellar or brain stem contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cerebel contus-deep coma,
+85146,"Cerebellar or brain stem contusion without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cerebell contus-coma NOS,
+85149,"Cerebellar or brain stem contusion without mention of open intracranial wound, with concussion, unspecified",Cerebell contus-concuss,
+85150,"Cerebellar or brain stem contusion with open intracranial wound, unspecified state of consciousness",Cerebel contus w opn wnd,
+85151,"Cerebellar or brain stem contusion with open intracranial wound, with no loss of consciousness",Opn cerebe cont w/o coma,
+85152,"Cerebellar or brain stem contusion with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cerebe cont-brf coma,
+85153,"Cerebellar or brain stem contusion with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cerebe cont-mod coma,
+85154,"Cerebellar or brain stem contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cerebe cont-prol com,
+85155,"Cerebellar or brain stem contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cerebe cont-deep com,
+85156,"Cerebellar or brain stem contusion with open intracranial wound, with loss of consciousness of unspecified duration",Opn cerebe cont-coma NOS,
+85159,"Cerebellar or brain stem contusion with open intracranial wound, with concussion, unspecified",Opn cerebel cont-concuss,
+85160,"Cerebellar or brain stem laceration without mention of open intracranial wound, unspecified state of consciousness",Cerebel/brain stem lacer,
+85161,"Cerebellar or brain stem laceration without mention of open intracranial wound, with no loss of consciousness",Cerebel lacerat w/o coma,
+85162,"Cerebellar or brain stem laceration without mention of open intracranial wound, with brief [less than 1 hour] loss of consciousness",Cerebel lacer-brief coma,
+85163,"Cerebellar or brain stem laceration without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cerebel lacerat-mod coma,
+85164,"Cerebellar or brain stem laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cerebel lacer-proln coma,
+85165,"Cerebellar or brain stem laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cerebell lacer-deep coma,
+85166,"Cerebellar or brain stem laceration without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cerebel lacerat-coma NOS,
+85169,"Cerebellar or brain stem laceration without mention of open intracranial wound, with concussion, unspecified",Cerebel lacer-concussion,
+85170,"Cerebellar or brain stem laceration with open intracranial wound, unspecified state of consciousness",Cerebel lacer w open wnd,
+85171,"Cerebellar or brain stem laceration with open intracranial wound, with no loss of consciousness",Opn cerebel lac w/o coma,
+85172,"Cerebellar or brain stem laceration with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cerebel lac-brf coma,
+85173,"Cerebellar or brain stem laceration with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cerebel lac-mod coma,
+85174,"Cerebellar or brain stem laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cerebe lac-prol coma,
+85175,"Cerebellar or brain stem laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cerebe lac-deep coma,
+85176,"Cerebellar or brain stem laceration with open intracranial wound, with loss of consciousness of unspecified duration",Opn cerebel lac-coma NOS,
+85179,"Cerebellar or brain stem laceration with open intracranial wound, with concussion, unspecified",Opn cerebell lac-concuss,
+85180,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, unspecified state of consciousness",Brain laceration NEC,
+85181,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with no loss of consciousness",Brain lacer NEC w/o coma,
+85182,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain lac NEC-brief coma,
+85183,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain lacer NEC-mod coma,
+85184,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Brain lac NEC-proln coma,
+85185,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain lac NEC-deep coma,
+85186,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain lacer NEC-coma NOS,
+85189,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with concussion, unspecified",Brain lacer NEC-concuss,
+85190,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, unspecified state of consciousness",Brain lac NEC w open wnd,
+85191,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with no loss of consciousness",Opn brain lacer w/o coma,
+85192,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn brain lac-brief coma,
+85193,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn brain lacer-mod coma,
+85194,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn brain lac-proln coma,
+85195,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Open brain lac-deep coma,
+85196,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with loss of consciousness of unspecified duration",Opn brain lacer-coma NOS,
+85199,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with concussion, unspecified",Open brain lacer-concuss,
+85200,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traum subarachnoid hem,
+85201,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Subarachnoid hem-no coma,
+85202,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Subarach hem-brief coma,
+85203,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Subarach hem-mod coma,
+85204,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Subarach hem-prolng coma,
+85205,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Subarach hem-deep coma,
+85206,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Subarach hem-coma NOS,
+85209,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Subarach hem-concussion,
+85210,"Subarachnoid hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Subarach hem w opn wound,
+85211,"Subarachnoid hemorrhage following injury with open intracranial wound, with no loss of consciousness",Opn subarach hem-no coma,
+85212,"Subarachnoid hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Op subarach hem-brf coma,
+85213,"Subarachnoid hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Op subarach hem-mod coma,
+85214,"Subarachnoid hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours) loss of consciousness and return to pre-existing conscious level",Op subarach hem-prol com,
+85215,"Subarachnoid hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Op subarach hem-deep com,
+85216,"Subarachnoid hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Op subarach hem-coma NOS,
+85219,"Subarachnoid hemorrhage following injury with open intracranial wound, with concussion, unspecified",Opn subarach hem-concuss,
+85220,"Subdural hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic subdural hem,
+85221,"Subdural hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Subdural hem w/o coma,
+85222,"Subdural hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Subdural hem-brief coma,
+85223,"Subdural hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Subdural hemorr-mod coma,
+85224,"Subdural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Subdural hem-prolng coma,
+85225,"Subdural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Subdural hem-deep coma,
+85226,"Subdural hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Subdural hemorr-coma NOS,
+85229,"Subdural hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Subdural hem-concussion,
+85230,"Subdural hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Subdural hem w opn wound,
+85231,"Subdural hemorrhage following injury with open intracranial wound, with no loss of consciousness",Open subdur hem w/o coma,
+85232,"Subdural hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn subdur hem-brf coma,
+85233,"Subdural hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn subdur hem-mod coma,
+85234,"Subdural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn subdur hem-prol coma,
+85235,"Subdural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn subdur hem-deep coma,
+85236,"Subdural hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Opn subdur hem-coma NOS,
+85239,"Subdural hemorrhage following injury with open intracranial wound, with concussion, unspecified",Opn subdur hem-concuss,
+85240,"Extradural hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic extradural hem,
+85241,"Extradural hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Extradural hem w/o coma,
+85242,"Extradural hemorrhage following injury without mention of open intracranial wound, with brief [less than 1 hour] loss of consciousness",Extradur hem-brief coma,
+85243,"Extradural hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Extradural hem-mod coma,
+85244,"Extradural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Extradur hem-proln coma,
+85245,"Extradural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Extradural hem-deep coma,
+85246,"Extradural hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Extradural hem-coma NOS,
+85249,"Extradural hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Extadural hem-concuss,
+85250,"Extradural hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Extradural hem w opn wnd,
+85251,"Extradural hemorrhage following injury with open intracranial wound, with no loss of consciousness",Extradural hemor-no coma,
+85252,"Extradural hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Extradur hem-brief coma,
+85253,"Extradural hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Extradural hem-mod coma,
+85254,"Extradural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Extradur hem-proln coma,
+85255,"Extradural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Extradur hem-deep coma,
+85256,"Extradural hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Extradural hem-coma NOS,
+85259,"Extradural hemorrhage following injury with open intracranial wound, with concussion, unspecified",Extradural hem-concuss,
+85300,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic brain hem NEC,
+85301,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Brain hem NEC w/o coma,
+85302,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain hem NEC-brief coma,
+85303,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain hem NEC-mod coma,
+85304,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Brain hem NEC-proln coma,
+85305,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain hem NEC-deep coma,
+85306,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain hem NEC-coma NOS,
+85309,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Brain hem NEC-concussion,
+85310,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Brain hem NEC w opn wnd,
+85311,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with no loss of consciousness",Brain hem opn w/o coma,
+85312,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Brain hem opn-brf coma,
+85313,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain hem open-mod coma,
+85314,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Brain hem opn-proln coma,
+85315,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain hem open-deep coma,
+85316,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Brain hem open-coma NOS,
+85319,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with concussion, unspecified",Brain hem opn-concussion,
+85400,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, unspecified state of consciousness",Brain injury NEC,
+85401,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with no loss of consciousness",Brain injury NEC-no coma,
+85402,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain inj NEC-brief coma,
+85403,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain inj NEC-mod coma,
+85404,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Brain inj NEC-proln coma,
+85405,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain inj NEC-deep coma,
+85406,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain inj NEC-coma NOS,
+85409,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with concussion, unspecified",Brain inj NEC-concussion,
+85410,"Intracranial injury of other and unspecified nature with open intracranial wound, unspecified state of consciousness",Brain injury w opn wnd,
+85411,"Intracranial injury of other and unspecified nature with open intracranial wound, with no loss of consciousness",Opn brain inj w/o coma,
+85412,"Intracranial injury of other and unspecified nature with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn brain inj-brief coma,
+85413,"Intracranial injury of other and unspecified nature with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn brain inj-mod coma,
+85414,"Intracranial injury of other and unspecified nature with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn brain inj-proln coma,
+85415,"Intracranial injury of other and unspecified nature with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn brain inj-deep coma,
+85416,"Intracranial injury of other and unspecified nature with open intracranial wound, with loss of consciousness of unspecified duration",Open brain inj-coma NOS,
+85419,"Intracranial injury of other and unspecified nature with open intracranial wound, with concussion, unspecified",Opn brain inj-concussion,
+8600,Traumatic pneumothorax without mention of open wound into thorax,Traum pneumothorax-close,
+8601,Traumatic pneumothorax with open wound into thorax,Traum pneumothorax-open,
+8602,Traumatic hemothorax without mention of open wound into thorax,Traum hemothorax-closed,
+8603,Traumatic hemothorax with open wound into thorax,Traum hemothorax-open,
+8604,Traumatic pneumohemothorax without mention of open wound into thorax,Traum pneumohemothor-cl,
+8605,Traumatic pneumohemothorax with open wound into thorax,Traum pneumohemothor-opn,
+86100,Unspecified injury of heart without mention of open wound into thorax,Heart injury NOS-closed,
+86101,Contusion of heart without mention of open wound into thorax,Heart contusion-closed,
+86102,Laceration of heart without penetration of heart chambers or without mention of open wound into thorax,Heart laceration-closed,
+86103,Laceration of heart with penetration of heart chambers without mention of open wound into thorax,Heart chamber lacerat-cl,
+86110,Unspecified injury of heart with open wound into thorax,Heart injury NOS-open,
+86111,Contusion of heart with open wound into thorax,Heart contusion-open,
+86112,"Laceration of heart without penetration of heart chambers, with open wound into thorax",Heart laceration-open,
+86113,Laceration of heart with penetration of heart chambers with open wound into thorax,Heart chamber lacer-opn,
+86120,Unspecified injury of lung without mention of open wound into thorax,Lung injury NOS-closed,
+86121,Contusion of lung without mention of open wound into thorax,Lung contusion-closed,
+86122,Laceration of lung without mention of open wound into thorax,Lung laceration-closed,
+86130,Unspecified injury of lung with open wound into thorax,Lung injury NOS-open,
+86131,Contusion of lung with open wound into thorax,Lung contusion-open,
+86132,Laceration of lung with open wound into thorax,Lung laceration-open,
+8620,"Injury to diaphragm, without mention of open wound into cavity",Diaphragm injury-closed,
+8621,"Injury to diaphragm, with open wound into cavity",Diaphragm injury-open,
+86221,Injury to bronchus without mention of open wound into cavity,Bronchus injury-closed,
+86222,Injury to esophagus without mention of open wound into cavity,Esophagus injury-closed,
+86229,Injury to other specified intrathoracic organs without mention of open wound into cavity,Intrathoracic inj NEC-cl,
+86231,Injury to bronchus with open wound into cavity,Bronchus injury-open,
+86232,Injury to esophagus with open wound into cavity,Esophagus injury-open,
+86239,Injury to other specified intrathoracic organs with open wound into cavity,Intrathorac inj NEC-open,
+8628,"Injury to multiple and unspecified intrathoracic organs, without mention of open wound into cavity",Intrathoracic inj NOS-cl,
+8629,"Injury to multiple and unspecified intrathoracic organs, with open wound into cavity",Intrathorac inj NOS-open,
+8630,"Injury to stomach, without mention of open wound into cavity",Stomach injury-closed,
+8631,"Injury to stomach, with open wound into cavity",Stomach injury-open,
+86320,"Injury to small intestine, unspecified site, without open wound into cavity",Small intest inj NOS-cl,
+86321,"Injury to duodenum, without open wound into cavity",Duodenum injury-closed,
+86329,"Other injury to small intestine, without mention of open wound into cavity",Small intest inj NEC-cl,
+86330,"Injury to small intestine, unspecified site, with open wound into cavity",Small intest inj NOS-opn,
+86331,"Injury to duodenum, with open wound into cavity",Duodenum injury-open,
+86339,"Other injury to small intestine, with open wound into cavity",Small intest inj NEC-opn,
+86340,"Injury to colon, unspecified site, without mention of open wound into cavity",Colon injury NOS-closed,
+86341,"Injury to ascending [right] colon, without mention of open wound into cavity",Ascending colon inj-clos,
+86342,"Injury to transverse colon, without mention of open wound into cavity",Transverse colon inj-cl,
+86343,"Injury to descending [left] colon, without mention of open wound into cavity",Descending colon inj-cl,
+86344,"Injury to sigmoid colon, without mention of open wound into cavity",Sigmoid colon inj-closed,
+86345,"Injury to rectum, without mention of open wound into cavity",Rectum injury-closed,
+86346,"Injury to multiple sites in colon and rectum, without mention of open wound into cavity",Colon inj mult site-clos,
+86349,"Other injury to colon or rectum, without mention of open wound into cavity",Colon injury NEC-closed,
+86350,"Injury to colon, unspecified site, with open wound into cavity",Colon injury NOS-open,
+86351,"Injury to ascending [right] colon, with open wound into cavity",Ascending colon inj-open,
+86352,"Injury to transverse colon, with open wound into cavity",Transverse colon inj-opn,
+86353,"Injury to descending [left] colon, with open wound into cavity",Descending colon inj-opn,
+86354,"Injury to sigmoid colon, with open wound into cavity",Sigmoid colon inj-open,
+86355,"Injury to rectum, with open wound into cavity",Rectum injury-open,
+86356,"Injury to multiple sites in colon and rectum, with open wound into cavity",Colon inj mult site-open,
+86359,"Other injury to colon or rectum, with open wound into cavity",Colon injury NEC-open,
+86380,"Injury to gastrointestinal tract, unspecified site, without mention of open wound into cavity",GI injury NOS-closed,
+86381,"Injury to pancreas, head, without mention of open wound into cavity","Pancreas, head inj-close",
+86382,"Injury to pancreas, body, without mention of open wound into cavity","Pancreas, body inj-close",
+86383,"Injury to pancreas, tail, without mention of open wound into cavity","Pancreas, tail inj-close",
+86384,"Injury to pancreas, multiple and unspecified sites, without mention of open wound into cavity",Pancreas injury NOS-clos,
+86385,"Injury to appendix, without mention of open wound into cavity",Appendix injury-closed,
+86389,"Injury to other gastrointestinal sites, without mention of open wound into cavity",GI injury NEC-closed,
+86390,"Injury to gastrointestinal tract, unspecified site, with open wound into cavity",GI injury NOS-open,
+86391,"Injury to pancreas, head, with open wound into cavity","Pancreas, head inj-open",
+86392,"Injury to pancreas, body, with open wound into cavity","Pancreas, body inj-open",
+86393,"Injury to pancreas, tail, with open wound into cavity","Pancreas, tail inj-open",
+86394,"Injury to pancreas, multiple and unspecified sites, with open wound into cavity",Pancreas injury NOS-open,
+86395,"Injury to appendix, with open wound into cavity",Appendix injury-open,
+86399,"Injury to other gastrointestinal sites, with open wound into cavity",GI injury NEC-open,
+86400,"Injury to liver without mention of open wound into cavity, unspecified injury",Liver injury NOS-closed,
+86401,"Injury to liver without mention of open wound into cavity, hematoma and contusion",Liver hematoma/contusion,
+86402,"Injury to liver without mention of open wound into cavity, laceration, minor","Liver laceration, minor",
+86403,"Injury to liver without mention of open wound into cavity, laceration, moderate","Liver laceration, mod",
+86404,"Injury to liver without mention of open wound into cavity, laceration, major","Liver laceration, major",
+86405,"Injury to liver without mention of open wound into cavity laceration, unspecified",Liver lacerat unspcf cls,
+86409,Other injury to liver without mention of open wound into cavity,Liver injury NEC-closed,
+86410,"Injury to liver with open wound into cavity, unspecified injury",Liver injury NOS-open,
+86411,"Injury to liver with open wound into cavity, hematoma and contusion",Liver hematom/contus-opn,
+86412,"Injury to liver with open wound into cavity, laceration, minor","Liver lacerat, minor-opn",
+86413,"Injury to liver with open wound into cavity, laceration, moderate","Liver lacerat, mod-open",
+86414,"Injury to liver with open wound into cavity, laceration, major","Liver lacerat, major-opn",
+86415,"Injury to liver with open wound into cavity, laceration, unspecified",Liver lacerat unspcf opn,
+86419,Other injury to liver with open wound into cavity,Liver injury NEC-open,
+86500,"Injury to spleen without mention of open wound into cavity, unspecified injury",Spleen injury NOS-closed,
+86501,"Injury to spleen without mention of open wound into cavity, hematoma without rupture of capsule",Spleen hematoma-closed,
+86502,"Injury to spleen without mention of open wound into cavity, capsular tears, without major disruption of parenchyma",Spleen capsular tear,
+86503,"Injury to spleen without mention of open wound into cavity, laceration extending into parenchyma",Spleen parenchyma lacer,
+86504,"Injury to spleen without mention of open wound into cavity, massive parenchymal disruption",Spleen disruption-clos,
+86509,Other injury into spleen without mention of open wound into cavity,Spleen injury NEC-closed,
+86510,"Injury to spleen with open wound into cavity, unspecified injury",Spleen injury NOS-open,
+86511,"Injury to spleen with open wound into cavity, hematoma without rupture of capsule",Spleen hematoma-open,
+86512,"Injury to spleen with open wound into cavity, capsular tears, without major disruption of parenchyma",Spleen capsular tear-opn,
+86513,"Injury to spleen with open wound into cavity, laceration extending into parenchyma",Spleen parnchym lac-opn,
+86514,"Injury to spleen with open wound into cavity, massive parenchyma disruption",Spleen disruption-open,
+86519,Other injury to spleen with open wound into cavity,Spleen injury NEC-open,
+86600,"Injury to kidney without mention of open wound into cavity, unspecified injury",Kidney injury NOS-closed,
+86601,"Injury to kidney without mention of open wound into cavity, hematoma without rupture of capsule",Kidney hematoma-closed,
+86602,"Injury to kidney without mention of open wound into cavity, laceration",Kidney laceration-closed,
+86603,"Injury to kidney without mention of open wound into cavity, complete disruption of kidney parenchyma",Kidney disruption-closed,
+86610,"Injury to kidney with open wound into cavity, unspecified injury",Kidney injury NOS-open,
+86611,"Injury to kidney with open wound into cavity, hematoma without rupture of capsule",Kidney hematoma-open,
+86612,"Injury to kidney with open wound into cavity, laceration",Kidney laceration-open,
+86613,"Injury to kidney with open wound into cavity, complete disruption of kidney parenchyma",Kidney disruption-open,
+8670,"Injury to bladder and urethra, without mention of open wound into cavity",Bladder/urethra inj-clos,
+8671,"Injury to bladder and urethra, with open wound into cavity",Bladder/urethra inj-open,
+8672,"Injury to ureter, without mention of open wound into cavity",Ureter injury-closed,
+8673,"Injury to ureter, with open wound into cavity",Ureter injury-open,
+8674,"Injury to uterus, without mention of open wound into cavity",Uterus injury-closed,
+8675,"Injury to uterus, with open wound into cavity",Uterus injury-open,
+8676,"Injury to other specified pelvic organs, without mention of open wound into cavity",Pelvic organ inj NEC-cl,
+8677,"Injury to other specified pelvic organs, with open wound into cavity",Pelvic organ inj NEC-opn,
+8678,"Injury to unspecified pelvic organ, without mention of open wound into cavity",Pelvic organ inj NOS-cl,
+8679,"Injury to unspecified pelvic organ, with open wound into cavity",Pelvic organ inj NOS-opn,
+86800,"Injury to other intra-abdominal organs without mention of open wound into cavity, unspecified intra-abdominal organ",Intra-abdom inj NOS-clos,
+86801,"Injury to other intra-abdominal organs without mention of open wound into cavity, adrenal gland",Adrenal gland injury-cl,
+86802,"Injury to other intra-abdominal organs without mention of open wound into cavity, bile duct and gallbladder",Biliary tract injury-cl,
+86803,"Injury to other intra-abdominal organs without mention of open wound into cavity, peritoneum",Peritoneum injury-closed,
+86804,"Injury to other intra-abdominal organs without mention of open wound into cavity, retroperitoneum",Retroperitoneum inj-cl,
+86809,Injury to other and multiple intra-abdominal organs without mention of open wound into cavity,Intra-abdom inj NEC-clos,
+86810,"Injury to other intra-abdominal organs with open wound into cavity, unspecified intra-abdominal organ",Intra-abdom inj NOS-open,
+86811,"Injury to other intra-abdominal organs with open wound into cavity, adrenal gland",Adrenal gland injury-opn,
+86812,"Injury to other intra-abdominal organs with open wound into cavity, bile duct and gallbladder",Biliary tract injury-opn,
+86813,"Injury to other intra-abdominal organs with open wound into cavity, peritoneum",Peritoneum injury-open,
+86814,"Injury to other intra-abdominal organs with open wound into cavity, retroperitoneum",Retroperitoneum inj-open,
+86819,"Injury to other and multiple intra-abdominal organs, with open wound into cavity",Intra-abdom inj NEC-open,
+8690,Internal injury to unspecified or ill-defined organs without mention of open wound into cavity,Internal inj NOS-closed,
+8691,Internal injury to unspecified or ill-defined organs with open wound into cavity,Internal injury NOS-open,
+8700,Laceration of skin of eyelid and periocular area,Lac eyelid skn/perioculr,
+8701,"Laceration of eyelid, full-thickness, not involving lacrimal passages",Full-thicknes lac eyelid,
+8702,Laceration of eyelid involving lacrimal passages,Lac eyelid inv lacrm pas,
+8703,"Penetrating wound of orbit, without mention of foreign body",Penetr wnd orbit w/o FB,
+8704,Penetrating wound of orbit with foreign body,Penetrat wnd orbit w FB,
+8708,Other specified open wounds of ocular adnexa,Opn wnd ocular adnex NEC,
+8709,Unspecified open wound of ocular adnexa,Opn wnd ocular adnex NOS,
+8710,Ocular laceration without prolapse of intraocular tissue,Ocular lac w/o prolapse,
+8711,Ocular laceration with prolapse or exposure of intraocular tissue,Ocular lacera w prolapse,
+8712,Rupture of eye with partial loss of intraocular tissue,Rupture eye w tissu loss,
+8713,Avulsion of eye,Avulsion of eye,
+8714,Unspecified laceration of eye,Laceration of eye NOS,
+8715,Penetration of eyeball with magnetic foreign body,Penetrat magnet FB eye,
+8716,Penetration of eyeball with (nonmagnetic) foreign body,Penetrat FB NEC eye,
+8717,Unspecified ocular penetration,Ocular penetration NOS,
+8719,Unspecified open wound of eyeball,Opn wound of eyeball NOS,
+87200,"Open wound of external ear, unspecified site, without mention of complication",Opn wound extern ear NOS,
+87201,"Open wound of auricle, ear, without mention of complication",Open wound of auricle,
+87202,"Open wound of auditory canal, without mention of complication",Opn wound auditory canal,
+87210,"Open wound of external ear, unspecified site, complicated",Opn wnd ex ear NOS-compl,
+87211,"Open wound of auricle, ear, complicated",Open wound auricle-compl,
+87212,"Open wound of auditory canal, complicated",Open wnd aud canal-compl,
+87261,"Open wound of ear drum, without mention of complication",Open wound of ear drum,
+87262,"Open wound of ossicles, without mention of complication",Open wound of ossicles,
+87263,"Open wound of eustachian tube, without mention of complication",Open wnd eustachian tube,
+87264,"Open wound of cochlea, without mention of complication",Open wound of cochlea,
+87269,"Open wound of other and multiple sites of ear, without mention of complication",Open wound of ear NEC,
+87271,"Open wound of ear drum, complicated",Open wnd ear drum-compl,
+87272,"Open wound of ossicles, complicated",Open wnd ossicles-compl,
+87273,"Open wound of eustachian tube, complicated",Opn wnd eustach tb-compl,
+87274,"Open wound of cochlea, complicated",Open wound cochlea-compl,
+87279,"Open wound of other and multiple sites of ear, complicated",Open wound ear NEC-compl,
+8728,"Open wound of ear, part unspecified, without mention of complication",Open wound of ear NOS,
+8729,"Open wound of ear, part unspecified, complicated",Open wound ear NOS-compl,
+8730,"Open wound of scalp, without mention of complication",Open wound of scalp,
+8731,"Open wound of scalp, complicated",Open wound scalp-compl,
+87320,"Open wound of nose, unspecified site, without mention of complication",Open wound of nose NOS,
+87321,"Open wound of nasal septum, without mention of complication",Open wound nasal septum,
+87322,"Open wound of nasal cavity, without mention of complication",Open wound nasal cavity,
+87323,"Open wound of nasal sinus, without mention of complication",Open wound nasal sinus,
+87329,"Open wound of multiple sites of nose, without mention of complication",Mult open wound nose,
+87330,"Open wound of nose, unspecified site, complicated",Open wnd nose NOS-compl,
+87331,"Open wound of nasal septum, complicated",Opn wnd nas septum-compl,
+87332,"Open wound of nasal cavity, complicated",Open wnd nasal cav-compl,
+87333,"Open wound of nasal sinus, complicated",Open wnd nas sinus-compl,
+87339,"Open wound of multiple sites of nose, complicated",Mult open wnd nose-compl,
+87340,"Open wound of face, unspecified site, without mention of complication",Open wound of face NOS,
+87341,"Open wound of cheek, without mention of complication",Open wound of cheek,
+87342,"Open wound of forehead, without mention of complication",Open wound of forehead,
+87343,"Open wound of lip, without mention of complication",Open wound of lip,
+87344,"Open wound of jaw, without mention of complication",Open wound of jaw,
+87349,"Open wound of other and multiple sites of face, without mention of complication",Open wound of face NEC,
+87350,"Open wound of face, unspecified site, complicated",Open wnd face NOS-compl,
+87351,"Open wound of cheek, complicated",Open wound cheek-compl,
+87352,"Open wound of forehead, complicated",Open wnd forehead-compl,
+87353,"Open wound of lip, complicated",Open wound lip-complicat,
+87354,"Open wound of jaw, complicated",Open wound jaw-complicat,
+87359,"Open wound of other and multiple sites of face, complicated",Open wnd face NEC-compl,
+87360,"Open wound of mouth, unspecified site, without mention of complication",Open wound of mouth NOS,
+87361,"Open wound of buccal mucosa, without mention of complication",Open wound buccal mucosa,
+87362,"Open wound of gum (alveolar process), without mention of complication",Open wound of gum,
+87363,"Open wound of tooth (broken) (fractured) (due to trauma), without mention of complication",Broken tooth-uncomplic,
+87364,"Open wound of tongue and floor of mouth, without mention of complication",Opn wnd tongue/mouth flr,
+87365,"Open wound of palate, without mention of complication",Open wound of palate,
+87369,"Open wound of other and multiple sites of mouth, without mention of complication",Open wound mouth NEC,
+87370,"Open wound of mouth, unspecified site, complicated",Open wnd mouth NOS-compl,
+87371,"Open wound of buccal mucosa, complicated",Opn wnd buc mucosa-compl,
+87372,"Open wound of gum (alveolar process), complicated",Open wound gum-compl,
+87373,"Open wound of tooth (broken) (fractured) (due to trauma), complicated",Broken tooth-complicated,
+87374,"Open wound of tongue and floor of mouth, complicated",Open wound tongue-compl,
+87375,"Open wound of palate, complicated",Open wound palate-compl,
+87379,"Open wound of other and multiple sites of mouth, complicated",Open wnd mouth NOS-compl,
+8738,Other and unspecified open wound of head without mention of complication,Open wound of head NEC,
+8739,"Other and unspecified open wound of head, complicated",Open wnd head NEC-compl,
+87400,"Open wound of larynx with trachea, without mention of complication",Opn wnd larynx w trachea,
+87401,"Open wound of larynx, without mention of complication",Open wound of larynx,
+87402,"Open wound of trachea, without mention of complication",Open wound of trachea,
+87410,"Open wound of larynx with trachea, complicated",Opn wnd lary w trac-comp,
+87411,"Open wound of larynx, complicated",Open wound larynx-compl,
+87412,"Open wound of trachea, complicated",Open wound trachea-compl,
+8742,"Open wound of thyroid gland, without mention of complication",Open wound thyroid gland,
+8743,"Open wound of thyroid gland, complicated",Open wound thyroid-compl,
+8744,"Open wound of pharynx, without mention of complication",Open wound of pharynx,
+8745,"Open wound of pharynx, complicated",Open wound pharynx-compl,
+8748,"Open wound of other and unspecified parts of neck, without mention of complication",Open wound of neck NEC,
+8749,"Open wound of other and unspecified parts of neck, complicated",Opn wound neck NEC-compl,
+8750,"Open wound of chest (wall), without mention of complication",Open wound of chest,
+8751,"Open wound of chest (wall), complicated",Open wound chest-compl,
+8760,"Open wound of back, without mention of complication",Open wound of back,
+8761,"Open wound of back, complicated",Open wound back-compl,
+8770,"Open wound of buttock, without mention of complication",Open wound of buttock,
+8771,"Open wound of buttock, complicated",Open wound buttock-compl,
+8780,"Open wound of penis, without mention of complication",Open wound of penis,
+8781,"Open wound of penis, complicated",Open wound penis-compl,
+8782,"Open wound of scrotum and testes, without mention of complication",Opn wound scrotum/testes,
+8783,"Open wound of scrotum and testes, complicated",Opn wnd scrot/test-compl,
+8784,"Open wound of vulva, without mention of complication",Open wound of vulva,
+8785,"Open wound of vulva, complicated",Open wound vulva-compl,
+8786,"Open wound of vagina, without mention of complication",Open wound of vagina,
+8787,"Open wound of vagina, complicated",Open wound vagina-compl,
+8788,"Open wound of other and unspecified parts of genital organs (external), without mention of complication",Open wound genital NEC,
+8789,"Open wound of other and unspecified parts of genital organs (external), complicated",Opn wnd genital NEC-comp,
+8790,"Open wound of breast, without mention of complication",Open wound of breast,
+8791,"Open wound of breast, complicated",Open wound breast-compl,
+8792,"Open wound of abdominal wall, anterior, without mention of complication",Opn wnd anterior abdomen,
+8793,"Open wound of abdominal wall, anterior, complicated",Opn wnd ant abdomen-comp,
+8794,"Open wound of abdominal wall, lateral, without mention of complication",Opn wnd lateral abdomen,
+8795,"Open wound of abdominal wall, lateral, complicated",Opn wnd lat abdomen-comp,
+8796,"Open wound of other and unspecified parts of trunk, without mention of complication",Open wound of trunk NEC,
+8797,"Open wound of other and unspecified parts of trunk, complicated",Open wnd trunk NEC-compl,
+8798,"Open wound(s) (multiple) of unspecified site(s), without mention of complication",Open wound site NOS,
+8799,"Open wound(s) (multiple) of unspecified site(s), complicated",Opn wound site NOS-compl,
+88000,"Open wound of shoulder region, without mention of complication",Open wound of shoulder,
+88001,"Open wound of scapular region, without mention of complication",Open wound of scapula,
+88002,"Open wound of axillary region, without mention of complication",Open wound of axilla,
+88003,"Open wound of upper arm, without mention of complication",Open wound of upper arm,
+88009,"Open wound of multiple sites of shoulder and upper arm, without mention of complication",Mult open wound shoulder,
+88010,"Open wound of shoulder region, complicated",Open wnd shoulder-compl,
+88011,"Open wound of scapular region, complicated",Open wound scapula-compl,
+88012,"Open wound of axillary region, complicated",Open wound axilla-compl,
+88013,"Open wound of upper arm, complicated",Open wnd upper arm-compl,
+88019,"Open wound of multiple sites of shoulder and upper arm, complicated",Mult opn wnd should-comp,
+88020,"Open wound of shoulder region, with tendon involvement",Opn wnd shouldr w tendon,
+88021,"Open wound of scapular region, with tendon involvement",Opn wnd scapula w tendon,
+88022,"Open wound of axillary region, with tendon involvement",Open wnd axilla w tendon,
+88023,"Open wound of upper arm, with tendon involvement",Open wnd up arm w tendon,
+88029,"Open wound of multiple sites of shoulder and upper arm, with tendon involvement",Mlt opn wnd shldr w tend,
+88100,"Open wound of forearm, without mention of complication",Open wound of forearm,
+88101,"Open wound of elbow, without mention of complication",Open wound of elbow,
+88102,"Open wound of wrist, without mention of complication",Open wound of wrist,
+88110,"Open wound of forearm, complicated",Open wound forearm-compl,
+88111,"Open wound of elbow, complicated",Open wound elbow-complic,
+88112,"Open wound of wrist, complicated",Open wound wrist-complic,
+88120,"Open wound of forearm, with tendon involvement",Open wnd forearm w tendn,
+88121,"Open wound of elbow, with tendon involvement",Opn wound elbow w tendon,
+88122,"Open wound of wrist, with tendon involvement",Opn wound wrist w tendon,
+8820,"Open wound of hand except finger(s) alone, without mention of complication",Open wound of hand,
+8821,"Open wound of hand except finger(s) alone, complicated",Opn wound hand-complicat,
+8822,"Open wound of hand except finger(s) alone, with tendon involvement",Open wound hand w tendon,
+8830,"Open wound of finger(s), without mention of complication",Open wound of finger,
+8831,"Open wound of finger(s), complicated",Open wound finger-compl,
+8832,"Open wound of finger(s), with tendon involvement",Open wnd finger w tendon,
+8840,"Multiple and unspecified open wound of upper limb, without mention of complication",Open wound arm mult/NOS,
+8841,"Multiple and unspecified open wound of upper limb, complicated",Open wound arm NOS-compl,
+8842,"Multiple and unspecified open wound of upper limb, with tendon involvement",Opn wnd arm NOS w tendon,
+8850,"Traumatic amputation of thumb (complete)(partial), without mention of complication",Amputation thumb,
+8851,"Traumatic amputation of thumb (complete)(partial), complicated",Amputation thumb-compl,
+8860,"Traumatic amputation of other finger(s) (complete) (partial), without mention of complication",Amputation finger,
+8861,"Traumatic amputation of other finger(s) (complete) (partial), complicated",Amputation finger-compl,
+8870,"Traumatic amputation of arm and hand (complete) (partial), unilateral, below elbow, without mention of complication","Amput below elb, unilat",
+8871,"Traumatic amputation of arm and hand (complete) (partial), unilateral, below elbow, complicated","Amp below elb, unil-comp",
+8872,"Traumatic amputation of arm and hand (complete) (partial), unilateral, at or above elbow, without mention of complication","Amput abv elbow, unilat",
+8873,"Traumatic amputation of arm and hand (complete) (partial), unilateral, at or above elbow, complicated","Amput abv elb, unil-comp",
+8874,"Traumatic amputation of arm and hand (complete) (partial), unilateral, level not specified, without mention of complication","Amputat arm, unilat NOS",
+8875,"Traumatic amputation of arm and hand (complete) (partial), unilateral, level not specified, complicated","Amput arm, unil NOS-comp",
+8876,"Traumatic amputation of arm and hand (complete) (partial), bilateral [any level], without mention of complication","Amputation arm, bilat",
+8877,"Traumatic amputation of arm and hand (complete) (partial), bilateral [any level], complicated","Amputat arm, bilat-compl",
+8900,"Open wound of hip and thigh, without mention of complication",Open wound of hip/thigh,
+8901,"Open wound of hip and thigh, complicated",Open wnd hip/thigh-compl,
+8902,"Open wound of hip and thigh, with tendon involvement",Opn wnd hip/thigh w tend,
+8910,"Open wound of knee, leg [except thigh], and ankle, without mention of complication",Open wnd knee/leg/ankle,
+8911,"Open wound of knee, leg [except thigh], and ankle, complicated",Open wnd knee/leg-compl,
+8912,"Open wound of knee, leg [except thigh], and ankle, with tendon involvement",Opn wnd knee/leg w tendn,
+8920,"Open wound of foot except toe(s) alone, without mention of complication",Open wound of foot,
+8921,"Open wound of foot except toe(s) alone, complicated",Open wound foot-compl,
+8922,"Open wound of foot except toe(s) alone, with tendon involvement",Open wound foot w tendon,
+8930,"Open wound of toe(s), without mention of complication",Open wound of toe,
+8931,"Open wound of toe(s), complicated",Open wound toe-compl,
+8932,"Open wound of toe(s), with tendon involvement",Open wound toe w tendon,
+8940,"Multiple and unspecified open wound of lower limb, without mention of complication",Open wound of leg NEC,
+8941,"Multiple and unspecified open wound of lower limb, complicated",Open wound leg NEC-compl,
+8942,"Multiple and unspecified open wound of lower limb, with tendon involvement",Opn wnd leg NEC w tendon,
+8950,"Traumatic amputation of toe(s) (complete) (partial), without mention of complication",Amputation toe,
+8951,"Traumatic amputation of toe(s) (complete) (partial), complicated",Amputation toe-complicat,
+8960,"Traumatic amputation of foot (complete) (partial), unilateral, without mention of complication","Amputation foot, unilat",
+8961,"Traumatic amputation of foot (complete) (partial), unilateral, complicated","Amput foot, unilat-compl",
+8962,"Traumatic amputation of foot (complete) (partial), bilateral, without mention of complication","Amputation foot, bilat",
+8963,"Traumatic amputation of foot (complete) (partial), bilateral, complicated","Amputat foot, bilat-comp",
+8970,"Traumatic amputation of leg(s) (complete) (partial), unilateral, below knee, without mention of complication","Amput below knee, unilat",
+8971,"Traumatic amputation of leg(s) (complete) (partial), unilateral, below knee, complicated","Amputat bk, unilat-compl",
+8972,"Traumatic amputation of leg(s) (complete) (partial), unilateral, at or above knee, without mention of complication","Amput above knee, unilat",
+8973,"Traumatic amputation of leg(s) (complete) (partial), unilateral, at or above knee, complicated","Amput abv kn, unil-compl",
+8974,"Traumatic amputation of leg(s) (complete) (partial), unilateral, level not specified, without mention of complication","Amputat leg, unilat NOS",
+8975,"Traumatic amputation of leg(s) (complete) (partial), unilateral, level not specified, complicated","Amput leg, unil NOS-comp",
+8976,"Traumatic amputation of leg(s) (complete) (partial), bilateral [any level]), without mention of complication","Amputation leg, bilat",
+8977,"Traumatic amputation of leg(s) (complete) (partial), bilateral [any level], complicated","Amputat leg, bilat-compl",
+90000,"Injury to carotid artery, unspecified",Injur carotid artery NOS,
+90001,Injury to common carotid artery,Inj common carotid arter,
+90002,Injury to external carotid artery,Inj external carotid art,
+90003,Injury to internal carotid artery,Inj internal carotid art,
+9001,Injury to internal jugular vein,Inj internl jugular vein,
+90081,Injury to external jugular vein,Inj extern jugular vein,
+90082,Injury to multiple blood vessels of head and neck,Inj mlt head/neck vessel,
+90089,Injury to other specified blood vessels of head and neck,Inj head/neck vessel NEC,
+9009,Injury to unspecified blood vessel of head and neck,Inj head/neck vessel NOS,
+9010,Injury to thoracic aorta,Injury thoracic aorta,
+9011,Injury to innominate and subclavian arteries,Inj innomin/subclav art,
+9012,Injury to superior vena cava,Inj superior vena cava,
+9013,Injury to innominate and subclavian veins,Inj innomin/subclav vein,
+90140,"Injury to pulmonary vessel(s), unspecified",Inj pulmonary vessel NOS,
+90141,Injury to pulmonary artery,Injury pulmonary artery,
+90142,Injury to pulmonary vein,Injury pulmonary vein,
+90181,Injury to intercostal artery or vein,Inj intercostal art/vein,
+90182,Injury to internal mammary artery or vein,Inj int mammary art/vein,
+90183,Injury to multiple blood vessels of thorax,Inj mult thoracic vessel,
+90189,Injury to other specified blood vessels of thorax,Inj thoracic vessel NEC,
+9019,Injury to unspecified blood vessel of thorax,Inj thoracic vessel NOS,
+9020,Injury to abdominal aorta,Injury abdominal aorta,
+90210,"Injury to inferior vena cava, unspecified",Inj infer vena cava NOS,
+90211,Injury to hepatic veins,Injury hepatic veins,
+90219,"Injury to inferior vena cava, other",Inj infer vena cava NEC,
+90220,"Injury to celiac and mesenteric arteries, unspecified",Inj celiac/mesen art NOS,
+90221,Injury to gastric artery,Injury gastric artery,
+90222,Injury to hepatic artery,Injury hepatic artery,
+90223,Injury to splenic artery,Injury splenic artery,
+90224,Injury to other specified branches of celiac axis,Injury celiac axis NEC,
+90225,Injury to superior mesenteric artery (trunk),Inj super mesenteric art,
+90226,Injury to primary branches of superior mesenteric artery,Inj brnch sup mesent art,
+90227,Injury to inferior mesenteric artery,Inj infer mesenteric art,
+90229,"Injury to celiac and mesenteric arteries, other",Inj mesenteric vess NEC,
+90231,Injury to superior mesenteric vein and primary subdivisions,Inj superior mesent vein,
+90232,Injury to inferior mesenteric vein,Inj inferior mesent vein,
+90233,Injury to portal vein,Injury portal vein,
+90234,Injury to splenic vein,Injury splenic vein,
+90239,"Injury to portal and splenic veins, other",Inj port/splen vess NEC,
+90240,"Injury to renal vessel(s), unspecified",Injury renal vessel NOS,
+90241,Injury to renal artery,Injury renal artery,
+90242,Injury to renal vein,Injury renal vein,
+90249,"Injury to renal blood vessels, other",Injury renal vessel NEC,
+90250,"Injury to iliac vessel(s), unspecified",Injury iliac vessel NOS,
+90251,Injury to hypogastric artery,Inj hypogastric artery,
+90252,Injury to hypogastric vein,Injury hypogastric vein,
+90253,Injury to iliac artery,Injury iliac artery,
+90254,Injury to iliac vein,Injury iliac vein,
+90255,Injury to uterine artery,Injury uterine artery,
+90256,Injury to uterine vein,Injury uterine vein,
+90259,"Injury to iliac blood vessels, other",Injury iliac vessel NEC,
+90281,Injury to ovarian artery,Injury ovarian artery,
+90282,Injury to ovarian vein,Injury ovarian vein,
+90287,Injury to multiple blood vessels of abdomen and pelvis,Inj mult abd/pelv vessel,
+90289,Injury to other specified blood vessels of abdomen and pelvis,Inj abdominal vessel NEC,
+9029,Injury to unspecified blood vessel of abdomen and pelvis,Inj abdominal vessel NOS,
+90300,"Injury to axillary vessel(s), unspecified",Inj axillary vessel NOS,
+90301,Injury to axillary artery,Injury axillary artery,
+90302,Injury to axillary vein,Injury axillary vein,
+9031,Injury to brachial blood vessels,Injury brachial vessels,
+9032,Injury to radial blood vessels,Injury radial vessels,
+9033,Injury to ulnar blood vessels,Injury ulnar vessels,
+9034,Injury to palmar artery,Injury palmar artery,
+9035,Injury to digital blood vessels,Injury finger vessels,
+9038,Injury to other specified blood vessels of upper extremity,Injury arm vessels NEC,
+9039,Injury to unspecified blood vessel of upper extremity,Injury arm vessel NOS,
+9040,Injury to common femoral artery,Inj common femoral arter,
+9041,Injury to superficial femoral artery,Inj superfic femoral art,
+9042,Injury to femoral veins,Injury femoral vein,
+9043,Injury to saphenous veins,Injury saphenous vein,
+90440,"Injury to popliteal vessel(s), unspecified",Inj popliteal vessel NOS,
+90441,Injury to popliteal artery,Injury popliteal artery,
+90442,Injury to popliteal vein,Injury popliteal vein,
+90450,"Injury to tibial vessel(s), unspecified",Injury tibial vessel NOS,
+90451,Injury to anterior tibial artery,Inj anter tibial artery,
+90452,Injury to anterior tibial vein,Inj anterior tibial vein,
+90453,Injury to posterior tibial artery,Inj post tibial artery,
+90454,Injury to posterior tibial vein,Inj post tibial vein,
+9046,Injury to deep plantar blood vessels,Inj deep plantar vessel,
+9047,Injury to other specified blood vessels of lower extremity,Injury leg vessels NEC,
+9048,Injury to unspecified blood vessel of lower extremity,Injury leg vessel NOS,
+9049,Injury to blood vessels of unspecified site,Blood vessel injury NOS,
+9050,Late effect of fracture of skull and face bones,Late effec skull/face fx,
+9051,Late effect of fracture of spine and trunk without mention of spinal cord lesion,Late eff spine/trunk fx,
+9052,Late effect of fracture of upper extremities,Late effect arm fx,
+9053,Late effect of fracture of neck of femur,Late eff femoral neck fx,
+9054,Late effect of fracture of lower extremities,Late effect leg fx,
+9055,Late effect of fracture of multiple and unspecified bones,Late effect fracture NEC,
+9056,Late effect of dislocation,Late effect dislocation,
+9057,Late effect of sprain and strain without mention of tendon injury,Late effec sprain/strain,
+9058,Late effect of tendon injury,Late effec tendon injury,
+9059,Late effect of traumatic amputation,Late eff traumat amputat,
+9060,"Late effect of open wound of head, neck, and trunk",Lt eff opn wnd head/trnk,
+9061,Late effect of open wound of extremities without mention of tendon injury,Late eff open wnd extrem,
+9062,Late effect of superficial injury,Late eff superficial inj,
+9063,Late effect of contusion,Late effect of contusion,
+9064,Late effect of crushing,Late effect of crushing,
+9065,"Late effect of burn of eye, face, head, and neck",Late eff head/neck burn,
+9066,Late effect of burn of wrist and hand,Late eff wrist/hand burn,
+9067,Late effect of burn of other extremities,Late eff burn extrem NEC,
+9068,Late effect of burns of other specified sites,Late effect of burns NEC,
+9069,Late effect of burn of unspecified site,Late effect of burn NOS,
+9070,Late effect of intracranial injury without mention of skull fracture,Lt eff intracranial inj,
+9071,Late effect of injury to cranial nerve,Late eff cran nerve inj,
+9072,Late effect of spinal cord injury,Late eff spinal cord inj,
+9073,"Late effect of injury to nerve root(s), spinal plexus(es), and other nerves of trunk",Lt eff nerv inj trnk NEC,
+9074,Late effect of injury to peripheral nerve of shoulder girdle and upper limb,Lt eff nerv inj shld/arm,
+9075,Late effect of injury to peripheral nerve of pelvic girdle and lower limb,Lt eff nerv inj pelv/leg,
+9079,Late effect of injury to other and unspecified nerve,Late eff nerve inj NEC,
+9080,Late effect of internal injury to chest,Late eff int injur chest,
+9081,Late effect of internal injury to intra-abdominal organs,Late eff int inj abdomen,
+9082,Late effect of internal injury to other internal organs,Late eff int injury NEC,
+9083,"Late effect of injury to blood vessel of head, neck, and extremities",Late eff inj periph vess,
+9084,"Late effect of injury to blood vessel of thorax, abdomen, and pelvis",Lt eff inj thor/abd vess,
+9085,Late effect of foreign body in orifice,Late eff FB in orifice,
+9086,Late effect of certain complications of trauma,Late eff complic trauma,
+9089,Late effect of unspecified injury,Late effect injury NOS,
+9090,"Late effect of poisoning due to drug, medicinal or biological substance",Late eff drug poisoning,
+9091,Late effect of toxic effects of nonmedical substances,Late eff nonmed substanc,
+9092,Late effect of radiation,Late effect of radiation,
+9093,Late effect of complications of surgical and medical care,Late eff surg/med compl,
+9094,Late effect of certain other external causes,Late eff cert ext cause,
+9095,"Late effect of adverse effect of drug, medicinal or biological substance",Lte efct advrs efct drug,
+9099,Late effect of other and unspecified external causes,Late eff exter cause NEC,
+9100,"Abrasion or friction burn of face, neck, and scalp except eye, without mention of infection",Abrasion head,
+9101,"Abrasion or friction burn of face, neck, and scalp except eye, infected",Abrasion head-infected,
+9102,"Blister of face, neck, and scalp except eye, without mention of infection",Blister head,
+9103,"Blister of face, neck, and scalp except eye, infected",Blister head-infected,
+9104,"Insect bite, nonvenomous of face, neck, and scalp except eye, without mention of infection",Insect bite head,
+9105,"Insect bite, nonvenomous of face, neck, and scalp except eye, infected",Insect bite head-infect,
+9106,"Superficial foreign body (splinter) of face, neck, and scalp except eye, without major open wound and without mention of infection",Foreign body head,
+9107,"Superficial foreign body (splinter) of face, neck, and scalp except eye, without major open wound, infected",Foreign body head-infect,
+9108,"Other and unspecified superficial injury of face, neck, and scalp, without mention of infection",Superfic inj head NEC,
+9109,"Other and unspecified superficial injury of face, neck, and scalp, infected",Superf inj head NEC-inf,
+9110,"Abrasion or friction burn of trunk, without mention of infection",Abrasion trunk,
+9111,"Abrasion or friction burn of trunk, infected",Abrasion trunk-infected,
+9112,"Blister of trunk, without mention of infection",Blister trunk,
+9113,"Blister of trunk, infected",Blister trunk-infected,
+9114,"Insect bite, nonvenomous of trunk, without mention of infection",Insect bite trunk,
+9115,"Insect bite, nonvenomous of trunk, infected",Insect bite trunk-infec,
+9116,"Superficial foreign body (splinter) of trunk, without major open wound and without mention of infection",Foreign body trunk,
+9117,"Superficial foreign body (splinter) of trunk, without major open wound, infected",Foreign body trunk-infec,
+9118,"Other and unspecified superficial injury of trunk, without mention of infection",Superfic inj trunk NEC,
+9119,"Other and unspecified superficial injury of trunk, infected",Superf inj trnk NEC-inf,
+9120,"Abrasion or friction burn of shoulder and upper arm, without mention of infection",Abrasion shoulder/arm,
+9121,"Abrasion or friction burn of shoulder and upper arm, infected",Abrasion shldr/arm-infec,
+9122,"Blister of shoulder and upper arm, without mention of infection",Blister shoulder & arm,
+9123,"Blister of shoulder and upper arm, infected",Blister shoulder/arm-inf,
+9124,"Insect bite, nonvenomous of shoulder and upper arm, without mention of infection",Insect bite shoulder/arm,
+9125,"Insect bite, nonvenomous of shoulder and upper arm, infected",Insect bite shld/arm-inf,
+9126,"Superficial foreign body (splinter) of shoulder and upper arm, without major open wound and without mention of infection",Foreign body shouldr/arm,
+9127,"Superficial foreign body (splinter) of shoulder and upper arm, without major open wound, infected",FB shoulder/arm-infect,
+9128,"Other and unspecified superficial injury of shoulder and upper arm, without mention of infection",Superf inj shldr/arm NEC,
+9129,"Other and unspecified superficial injury of shoulder and upper arm, infected",Superf inj shldr NEC-inf,
+9130,"Abrasion or friction burn of elbow, forearm, and wrist, without mention of infection",Abrasion forearm,
+9131,"Abrasion or friction burn of elbow, forearm, and wrist, infected",Abrasion forearm-infect,
+9132,"Blister of elbow, forearm, and wrist, without mention of infection",Blister forearm,
+9133,"Blister of elbow, forearm, and wrist, infected",Blister forearm-infected,
+9134,"Insect bite, nonvenomous of elbow, forearm, and wrist, without mention of infection",Insect bite forearm,
+9135,"Insect bite, nonvenomous, of elbow, forearm, and wrist, infected",Insect bite forearm-inf,
+9136,"Superficial foreign body (splinter) of elbow, forearm, and wrist, without major open wound and without mention of infection",Foreign body forearm,
+9137,"Superficial foreign body (splinter) of elbow, forearm, and wrist, without major open wound, infected",Foreign body forearm-inf,
+9138,"Other and unspecified superficial injury of elbow, forearm, and wrist, without mention of infection",Superf inj forearm NEC,
+9139,"Other and unspecified superficial injury of elbow, forearm, and wrist, infected",Suprf inj forarm NEC-inf,
+9140,"Abrasion or friction burn of hand(s) except finger(s) alone, without mention of infection",Abrasion hand,
+9141,"Abrasion or friction burn of hand(s) except finger(s) alone, infected",Abrasion hand-infected,
+9142,"Blister of hand(s) except finger(s) alone, without mention of infection",Blister hand,
+9143,"Blister of hand(s) except finger(s) alone, infected",Blister hand-infected,
+9144,"Insect bite, nonvenomous, of hand(s) except finger(s) alone, without mention of infection",Insect bite hand,
+9145,"Insect bite, nonvenomous, of hand(s) except finger(s) alone, infected",Insect bite hand-infect,
+9146,"Superficial foreign body (splinter) of hand(s) except finger(s) alone, without major open wound and without mention of infection",Foreign body hand,
+9147,"Superficial foreign body (splinter) of hand(s) except finger(s) alone, without major open wound, infected",Foreign body hand-infect,
+9148,"Other and unspecified superficial injury of hand(s) except finger(s) alone, without mention of infection",Superficial inj hand NEC,
+9149,"Other and unspecified superficial injury of hand(s) except finger(s) alone, infected",Superf inj hand NEC-inf,
+9150,"Abrasion or friction burn of finger(s), without mention of infection",Abrasion finger,
+9151,"Abrasion or friction burn of finger(s), infected",Abrasion finger-infected,
+9152,"Blister of finger(s), without mention of infection",Blister finger,
+9153,"Blister of finger(s), infected",Blister finger-infected,
+9154,"Insect bite, nonvenomous, of finger(s), without mention of infection",Insect bite finger,
+9155,"Insect bite, nonvenomous of finger(s), infected",Insect bite finger-infec,
+9156,"Superficial foreign body (splinter) of finger(s), without major open wound and without mention of infection",Foreign body finger,
+9157,"Superficial foreign body (splinter) of finger(s), without major open wound, infected",Foreign body finger-inf,
+9158,Other and unspecified superficial injury of fingers without mention of infection,Superfic inj finger-NEC,
+9159,"Other and unspecified superficial injury of fingers, infected",Suprf inj finger NEC-inf,
+9160,"Abrasion or friction burn of hip, thigh, leg, and ankle, without mention of infection",Abrasion hip & leg,
+9161,"Abrasion or friction burn of hip, thigh, leg, and ankle, infected",Abrasion hip/leg-infect,
+9162,"Blister of hip, thigh, leg, and ankle, without mention of infection",Blister hip & leg,
+9163,"Blister of hip, thigh, leg, and ankle, infected",Blister hip & leg-infect,
+9164,"Insect bite, nonvenomous, of hip, thigh, leg, and ankle, without mention of infection",Insect bite hip & leg,
+9165,"Insect bite, nonvenomous of hip, thigh, leg, and ankle, infected",Insect bite hip/leg-inf,
+9166,"Superficial foreign body (splinter) of hip, thigh, leg, and ankle, without major open wound and without mention of infection",Foreign body hip/leg,
+9167,"Superficial foreign body (splinter) of hip, thigh, leg, and ankle, without major open wound, infected",Foreign bdy hip/leg-inf,
+9168,"Other and unspecified superficial injury of hip, thigh, leg, and ankle, without mention of infection",Superfic inj hip/leg NEC,
+9169,"Other and unspecified superficial injury of hip, thigh, leg, and ankle, infected",Superf inj leg NEC-infec,
+9170,"Abrasion or friction burn of foot and toe(s), without mention of infection",Abrasion foot & toe,
+9171,"Abrasion or friction burn of foot and toe(s), infected",Abrasion foot/toe-infec,
+9172,"Blister of foot and toe(s), without mention of infection",Blister foot & toe,
+9173,"Blister of foot and toe(s), infected",Blister foot & toe-infec,
+9174,"Insect bite, nonvenomous, of foot and toe(s), without mention of infection",Insect bite foot/toe,
+9175,"Insect bite, nonvenomous, of foot and toe(s), infected",Insect bite foot/toe-inf,
+9176,"Superficial foreign body (splinter) of foot and toe(s), without major open wound and without mention of infection",Foreign body foot & toe,
+9177,"Superficial foreign body (splinter) of foot and toe(s), without major open wound, infected",Foreign bdy foot/toe-inf,
+9178,"Other and unspecified superficial injury of foot and toes, without mention of infection",Superf inj foot/toe NEC,
+9179,"Other and unspecified superficial injury of foot and toes, infected",Superf inj foot NEC-inf,
+9180,Superficial injury of eyelids and periocular area,Superfic inj periocular,
+9181,Superficial injury of cornea,Superficial inj cornea,
+9182,Superficial injury of conjunctiva,Superfic inj conjunctiva,
+9189,Other and unspecified superficial injuries of eye,Superficial inj eye NEC,
+9190,"Abrasion or friction burn of other, multiple, and unspecified sites, without mention of infection",Abrasion NEC,
+9191,"Abrasion or friction burn of other, multiple, and unspecified sites, infected",Abrasion NEC-infected,
+9192,"Blister of other, multiple, and unspecified sites, without mention of infection",Blister NEC,
+9193,"Blister of other, multiple, and unspecified sites, infected",Blister NEC-infected,
+9194,"Insect bite, nonvenomous, of other, multiple, and unspecified sites, without mention of infection",Insect bite NEC,
+9195,"Insect bite, nonvenomous, of other, multiple, and unspecified sites, infected",Insect bite NEC-infected,
+9196,"Superficial foreign body (splinter) of other, multiple, and unspecified sites, without major open wound and without mention of infection",Superfic foreign bdy NEC,
+9197,"Superficial foreign body (splinter) of other, multiple, and unspecified sites, without major open wound, infected",Superficial FB NEC-infec,
+9198,"Other and unspecified superficial injury of other, multiple, and unspecified sites, without mention of infection",Superficial injury NEC,
+9199,"Other and unspecified superficial injury of other, multiple, and unspecified sites, infected",Superfic inj NEC-infect,
+920,"Contusion of face, scalp, and neck except eye(s)",Contusion face/scalp/nck,
+9210,"Black eye, not otherwise specified",Black eye NOS,
+9211,Contusion of eyelids and periocular area,Contusion periocular,
+9212,Contusion of orbital tissues,Contusion orbital tissue,
+9213,Contusion of eyeball,Contusion of eyeball,
+9219,Unspecified contusion of eye,Contusion of eye NOS,
+9220,Contusion of breast,Contusion of breast,
+9221,Contusion of chest wall,Contusion of chest wall,
+9222,Contusion of abdominal wall,Contusion abdominal wall,
+92231,Contusion of back,Back contusion,
+92232,Contusion of buttock,Buttock contusion,
+92233,Contusion of interscapular region,Interscplr reg contusion,
+9224,Contusion of genital organs,Contusion genital organs,
+9228,Contusion of multiple sites of trunk,Multiple contusion trunk,
+9229,Contusion of unspecified part of trunk,Contusion trunk NOS,
+92300,Contusion of shoulder region,Contusion shoulder reg,
+92301,Contusion of scapular region,Contusion scapul region,
+92302,Contusion of axillary region,Contusion axillary reg,
+92303,Contusion of upper arm,Contusion of upper arm,
+92309,Contusion of multiple sites of shoulder and upper arm,Contusion shoulder & arm,
+92310,Contusion of forearm,Contusion of forearm,
+92311,Contusion of elbow,Contusion of elbow,
+92320,Contusion of hand(s),Contusion of hand(s),
+92321,Contusion of wrist,Contusion of wrist,
+9233,Contusion of finger,Contusion of finger,
+9238,Contusion of multiple sites of upper limb,Multiple contusion arm,
+9239,Contusion of unspecified part of upper limb,Contusion upper limb NOS,
+92400,Contusion of thigh,Contusion of thigh,
+92401,Contusion of hip,Contusion of hip,
+92410,Contusion of lower leg,Contusion of lower leg,
+92411,Contusion of knee,Contusion of knee,
+92420,Contusion of foot,Contusion of foot,
+92421,Contusion of ankle,Contusion of ankle,
+9243,Contusion of toe,Contusion of toe,
+9244,Contusion of multiple sites of lower limb,Multiple contusion leg,
+9245,Contusion of unspecified part of lower limb,Contusion leg NOS,
+9248,"Contusion of multiple sites, not elsewhere classified",Multiple contusions NEC,
+9249,Contusion of unspecified site,Contusion NOS,
+9251,Crushing injury of face and scalp,Crush inj face scalp,
+9252,Crushing injury of neck,Crush inj neck,
+9260,Crushing injury of external genitalia,Crush inj ext genitalia,
+92611,Crushing injury of back,Crushing injury back,
+92612,Crushing injury of buttock,Crushing injury buttock,
+92619,Crushing injury of other specified sites of trunk,Crushing inj trunk NEC,
+9268,Crushing injury of multiple sites of trunk,Mult crushing inj trunk,
+9269,Crushing injury of unspecified site of trunk,Crushing inj trunk NOS,
+92700,Crushing injury of shoulder region,Crush inj shoulder reg,
+92701,Crushing injury of scapular region,Crush inj scapul region,
+92702,Crushing injury of axillary region,Crush inj axillary reg,
+92703,Crushing injury of upper arm,Crushing inj upper arm,
+92709,Crushing injury of multiple sites of upper arm,Crush inj shoulder & arm,
+92710,Crushing injury of forearm,Crushing injury forearm,
+92711,Crushing injury of elbow,Crushing injury elbow,
+92720,Crushing injury of hand(s),Crushing injury of hand,
+92721,Crushing injury of wrist,Crushing injury of wrist,
+9273,Crushing injury of finger(s),Crushing injury finger,
+9278,Crushing injury of multiple sites of upper limb,Mult crushing injury arm,
+9279,Crushing injury of unspecified site of upper limb,Crushing injury arm NOS,
+92800,Crushing injury of thigh,Crushing injury thigh,
+92801,Crushing injury of hip,Crushing injury hip,
+92810,Crushing injury of lower leg,Crushing inj lower leg,
+92811,Crushing injury of knee,Crushing injury knee,
+92820,Crushing injury of foot,Crushing injury foot,
+92821,Crushing injury of ankle,Crushing injury ankle,
+9283,Crushing injury of toe(s),Crushing injury toe,
+9288,Crushing injury of multiple sites of lower limb,Mult crushing injury leg,
+9289,Crushing injury of unspecified site of lower limb,Crushing injury leg NOS,
+9290,"Crushing injury of multiple sites, not elsewhere classified",Crush inj mult site NEC,
+9299,Crushing injury of unspecified site,Crushing injury NOS,
+9300,Corneal foreign body,Corneal foreign body,
+9301,Foreign body in conjunctival sac,FB in conjunctival sac,
+9302,Foreign body in lacrimal punctum,FB in lacrimal punctum,
+9308,Foreign body in other and combined sites on external eye,Foreign bdy ext eye NEC,
+9309,Foreign body in unspecified site on external eye,Foreign bdy ext eye NOS,
+931,Foreign body in ear,Foreign body in ear,
+932,Foreign body in nose,Foreign body in nose,
+9330,Foreign body in pharynx,Foreign body in pharynx,
+9331,Foreign body in larynx,Foreign body in larynx,
+9340,Foreign body in trachea,Foreign body in trachea,
+9341,Foreign body in main bronchus,Foreign body bronchus,
+9348,Foreign body in other specified parts bronchus and lung,FB trach/bronch/lung NEC,
+9349,"Foreign body in respiratory tree, unspecified",FB respiratory tree NOS,
+9350,Foreign body in mouth,Foreign body in mouth,
+9351,Foreign body in esophagus,Foreign body esophagus,
+9352,Foreign body in stomach,Foreign body in stomach,
+936,Foreign body in intestine and colon,FB in intestine & colon,
+937,Foreign body in anus and rectum,Foreign body anus/rectum,
+938,"Foreign body in digestive system, unspecified",Foreign body GI NOS,
+9390,Foreign body in bladder and urethra,FB bladder & urethra,
+9391,"Foreign body in uterus, any part",Foreign body uterus,
+9392,Foreign body in vulva and vagina,Foreign bdy vulva/vagina,
+9393,Foreign body in penis,Foreign body penis,
+9399,Foreign body in unspecified site in genitourinary tract,Foreign bdy gu tract NOS,
+9400,Chemical burn of eyelids and periocular area,Chemical burn periocular,
+9401,Other burns of eyelids and periocular area,Burn periocular area NEC,
+9402,Alkaline chemical burn of cornea and conjunctival sac,Alkal burn cornea/conjun,
+9403,Acid chemical burn of cornea and conjunctival sac,Acid burn cornea/conjunc,
+9404,Other burn of cornea and conjunctival sac,Burn cornea/conjunct NEC,
+9405,Burn with resulting rupture and destruction of eyeball,Burn w eyeball destruct,
+9409,Unspecified burn of eye and adnexa,Burn eye & adnexa NOS,
+94100,"Burn of unspecified degree of face and head, unspecified site",Burn NOS head-unspec,
+94101,Burn of unspecified degree of ear [any part],Burn NOS ear,
+94102,"Burn of unspecified degree of eye (with other parts of face, head, and neck)",Burn NOS eye,
+94103,Burn of unspecified degree of lip(s),Burn NOS lip,
+94104,Burn of unspecified degree of chin,Burn NOS chin,
+94105,Burn of unspecified degree of nose (septum),Burn NOS nose,
+94106,Burn of unspecified degree of scalp [any part],Burn NOS scalp,
+94107,Burn of unspecified degree of forehead and cheek,Burn NOS face NEC,
+94108,Burn of unspecified degree of neck,Burn NOS neck,
+94109,"Burn of unspecified degree of multiple sites [except with eye] of face, head, and neck",Burn NOS head-mult,
+94110,"Erythema [first degree] of face and head, unspecified site",1st deg burn head NOS,
+94111,Erythema [first degree] of ear [any part],1st deg burn ear,
+94112,"Erythema [first degree] of eye (with other parts face, head, and neck)",1st deg burn eye,
+94113,Erythema [first degree] of lip(s),1st deg burn lip,
+94114,Erythema [first degree] of chin,1st deg burn chin,
+94115,Erythema [first degree] of nose (septum),1st deg burn nose,
+94116,Erythema [first degree] of scalp [any part],1st deg burn scalp,
+94117,Erythema [first degree] of forehead and cheek,1st deg burn face NEC,
+94118,Erythema [first degree] of neck,1st deg burn neck,
+94119,"Erythema [first degree] of multiple sites [except with eye] of face, head, and neck",1st deg burn head-mult,
+94120,"Blisters, epidermal loss [second degree] of face and head, unspecified site",2nd deg burn head NOS,
+94121,"Blisters, epidermal loss [second degree] of ear [any part]",2nd deg burn ear,
+94122,"Blisters, epidermal loss [second degree] of eye (with other parts of face, head, and neck)",2nd deg burn eye,
+94123,"Blisters, epidermal loss [second degree] of lip(s)",2nd deg burn lip,
+94124,"Blisters, epidermal loss [second degree] of chin",2nd deg burn chin,
+94125,"Blisters, epidermal loss [second degree] of nose (septum)",2nd deg burn nose,
+94126,"Blisters, epidermal loss [second degree] of scalp [any part]",2nd deg burn scalp,
+94127,"Blisters, epidermal loss [second degree] of forehead and cheek",2nd deg burn face NEC,
+94128,"Blisters, epidermal loss [second degree] of neck",2nd deg burn neck,
+94129,"Blisters, epidermal loss [second degree] of multiple sites [except with eye] of face, head, and neck",2nd deg burn head-mult,
+94130,"Full-thickness skin loss [third degree, not otherwise specified] of face and head, unspecified site",3rd deg burn head NOS,
+94131,"Full-thickness skin loss [third degree, not otherwise specified] of ear [any part]",3rd deg burn ear,
+94132,"Full-thickness skin loss [third degree, not otherwise specified] of eye (with other parts of face, head, and neck)",3rd deg burn eye,
+94133,"Full-thickness skin loss [third degree, not otherwise specified] of lip(s)",3rd deg burn lip,
+94134,"Full-thickness skin loss [third degree, not otherwise specified] of chin",3rd deg burn chin,
+94135,"Full-thickness skin loss [third degree, not otherwise specified] of nose (septum)",3rd deg burn nose,
+94136,"Full-thickness skin loss [third degree, not otherwise specified] of scalp [any part]",3rd deg burn scalp,
+94137,"Full-thickness skin loss [third degree, not otherwise specified] of forehead and cheek",3rd deg burn face NEC,
+94138,"Full-thickness skin loss [third degree, not otherwise specified] of neck",3rd deg burn neck,
+94139,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites [except with eye] of face, head, and neck",3rd deg burn head-mult,
+94140,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, face and head, unspecified site",Deep 3 deg burn head NOS,
+94141,"Deep necrosis of underlying tissues [deep third degree]) without mention of loss of a body part, ear [any part]",Deep 3rd deg burn ear,
+94142,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of eye (with other parts of face, head, and neck)",Deep 3rd deg burn eye,
+94143,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of lip(s)",Deep 3rd deg burn lip,
+94144,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of chin",Deep 3rd deg burn chin,
+94145,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of nose (septum)",Deep 3rd deg burn nose,
+94146,Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part of scalp [any part],Deep 3rd deg burn scalp,
+94147,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of forehead and cheek",Deep 3rd burn face NEC,
+94148,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of neck",Deep 3rd deg burn neck,
+94149,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites [except with eye] of face, head, and neck",Deep 3 deg brn head-mult,
+94150,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of face and head, unspecified site",3rd burn w loss-head NOS,
+94151,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of ear [any part]",3rd deg burn w loss-ear,
+94152,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of eye (with other parts of face, head, and neck)",3rd deg burn w loss-eye,
+94153,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lip(s)",3rd deg burn w loss-lip,
+94154,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of chin",3rd deg burn w loss-chin,
+94155,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of nose (septum)",3rd deg burn w loss-nose,
+94156,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of scalp [any part]",3rd deg brn w loss-scalp,
+94157,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of forehead and cheek",3rd burn w loss-face NEC,
+94158,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of neck",3rd deg burn w loss-neck,
+94159,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites [except with eye] of face, head, and neck",3rd brn w loss-head mult,
+94200,"Burn of unspecified degree of trunk, unspecified site",Burn NOS trunk-unspec,
+94201,Burn of unspecified degree of breast,Burn NOS breast,
+94202,"Burn of unspecified degree of chest wall, excluding breast and nipple",Burn NOS chest wall,
+94203,Burn of unspecified degree of abdominal wall,Burn NOS abdominal wall,
+94204,Burn of unspecified degree of back [any part],Burn NOS back,
+94205,Burn of unspecified degree of genitalia,Burn NOS genitalia,
+94209,Burn of unspecified degree of other and multiple sites of trunk,Burn NOS trunk NEC,
+94210,"Erythema [first degree] of trunk, unspecified site",1st deg burn trunk NOS,
+94211,Erythema [first degree] of breast,1st deg burn breast,
+94212,"Erythema [first degree] of chest wall, excluding breast and nipple",1st deg burn chest wall,
+94213,Erythema [first degree] of abdominal wall,1st deg burn abdomn wall,
+94214,Erythema [first degree] of back [any part],1st deg burn back,
+94215,Erythema [first degree] of genitalia,1st deg burn genitalia,
+94219,Erythema [first degree] of other and multiple sites of trunk,1st deg burn trunk NEC,
+94220,"Blisters, epidermal loss [second degree] of trunk, unspecified site",2nd deg burn trunk NOS,
+94221,"Blisters, epidermal loss [second degree] of breast",2nd deg burn breast,
+94222,"Blisters, epidermal loss [second degree] of chest wall, excluding breast and nipple",2nd deg burn chest wall,
+94223,"Blisters, epidermal loss [second degree] of abdominal wall",2nd deg burn abdomn wall,
+94224,"Blisters, epidermal loss [second degree] of back [any part]",2nd deg burn back,
+94225,"Blisters, epidermal loss [second degree] of genitalia",2nd deg burn genitalia,
+94229,"Blisters, epidermal loss [second degree] of other and multiple sites of trunk",2nd deg burn trunk NEC,
+94230,"Full-thickness skin loss [third degree, not otherwise specified] of trunk, unspecified site",3rd deg burn trunk NOS,
+94231,"Full-thickness skin loss [third degree,not otherwise specified] of breast",3rd deg burn breast,
+94232,"Full-thickness skin loss [third degree, not otherwise specified] of chest wall, excluding breast and nipple",3rd deg burn chest wall,
+94233,"Full-thickness skin loss [third degree, not otherwise specified] of abdominal wall",3rd deg burn abdomn wall,
+94234,"Full-thickness skin loss [third degree,not otherwise specified] of back [any part]",3rd deg burn back,
+94235,"Full-thickness skin loss [third degree, not otherwise specified] of genitalia",3rd deg burn genitalia,
+94239,"Full-thickness skin loss [third degree, not otherwise specified] of other and multiple sites of trunk",3rd deg burn trunk NEC,
+94240,"Deep necrosis of underlying tissues [deep third degree] ) without mention of loss of a body part, of trunk, unspecified site",Deep 3rd burn trunk NOS,
+94241,"Deep necrosis of underlying tissues [deep third degree]) without mention of loss of a body part, of breast",Deep 3rd deg burn breast,
+94242,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of chest wall, excluding breast and nipple",Deep 3rd burn chest wall,
+94243,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of abdominal wall",Deep 3rd burn abdom wall,
+94244,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of back [any part]",Deep 3rd deg burn back,
+94245,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of genitalia",Deep 3rd burn genitalia,
+94249,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of other and multiple sites of trunk",Deep 3rd burn trunk NEC,
+94250,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, trunk, unspecified site",3rd brn w loss-trunk NOS,
+94251,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of breast",3rd burn w loss-breast,
+94252,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of chest wall, excluding breast and nipple",3rd brn w loss-chest wll,
+94253,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of abdominal wall",3rd brn w loss-abdom wll,
+94254,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of back [any part]",3rd deg burn w loss-back,
+94255,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of genitalia",3rd brn w loss-genitalia,
+94259,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of other and multiple sites of trunk,",3rd brn w loss-trunk NEC,
+94300,"Burn of unspecified degree of upper limb, except wrist and hand, unspecified site",Burn NOS arm-unspec,
+94301,Burn of unspecified degree of forearm,Burn NOS forearm,
+94302,Burn of unspecified degree of elbow,Burn NOS elbow,
+94303,Burn of unspecified degree of upper arm,Burn NOS upper arm,
+94304,Burn of unspecified degree of axilla,Burn NOS axilla,
+94305,Burn of unspecified degree of shoulder,Burn NOS shoulder,
+94306,Burn of unspecified degree of scapular region,Burn NOS scapula,
+94309,"Burn of unspecified degree of multiple sites of upper limb, except wrist and hand",Burn NOS arm-multiple,
+94310,"Erythema [first degree] of upper limb, unspecified site",1st deg burn arm NOS,
+94311,Erythema [first degree] of forearm,1st deg burn forearm,
+94312,Erythema [first degree] of elbow,1st deg burn elbow,
+94313,Erythema [first degree] of upper arm,1st deg burn upper arm,
+94314,Erythema [first degree] of axilla,1st deg burn axilla,
+94315,Erythema [first degree] of shoulder,1st deg burn shoulder,
+94316,Erythema [first degree] of scapular region,1st deg burn scapula,
+94319,"Erythema [first degree] of multiple sites of upper limb, except wrist and hand",1st deg burn arm-mult,
+94320,"Blisters, epidermal loss [second degree] of upper limb, unspecified site",2nd deg burn arm NOS,
+94321,"Blisters, epidermal loss [second degree] of forearm",2nd deg burn forearm,
+94322,"Blisters, epidermal loss [second degree] of elbow",2nd deg burn elbow,
+94323,"Blisters, epidermal loss [second degree] of upper arm",2nd deg burn upper arm,
+94324,"Blisters, epidermal loss [second degree] of axilla",2nd deg burn axilla,
+94325,"Blisters, epidermal loss [second degree] of shoulder",2nd deg burn shoulder,
+94326,"Blisters, epidermal loss [second degree] of scapular region",2nd deg burn scapula,
+94329,"Blisters, epidermal loss [second degree] of multiple sites of upper limb, except wrist and hand",2nd deg burn arm-mult,
+94330,"Full-thickness skin [third degree, not otherwise specified] of upper limb, unspecified site",3rd deg burn arm NOS,
+94331,"Full-thickness skin loss [third degree, not otherwise specified] of forearm",3rd deg burn forearm,
+94332,"Full-thickness skin loss [third degree, not otherwise specified] of elbow",3rd deg burn elbow,
+94333,"Full-thickness skin loss [third degree, not otherwise specified] of upper arm",3rd deg burn upper arm,
+94334,"Full-thickness skin loss [third degree, not otherwise specified] of axilla",3rd deg burn axilla,
+94335,"Full-thickness skin loss [third degree, not otherwise specified] of shoulder",3rd deg burn shoulder,
+94336,"Full-thickness skin loss [third degree, not otherwise specified] of scapular region",3rd deg burn scapula,
+94339,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites of upper limb, except wrist and hand",3rd deg burn arm-mult,
+94340,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of upper limb,unspecified site",Deep 3 deg burn arm NOS,
+94341,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of forearm",Deep 3 deg burn forearm,
+94342,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of elbow",Deep 3 deg burn elbow,
+94343,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of upper arm",Deep 3 deg brn upper arm,
+94344,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of axilla",Deep 3 deg burn axilla,
+94345,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of shoulder",Deep 3 deg burn shoulder,
+94346,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of scapular region",Deep 3 deg burn scapula,
+94349,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of upper limb, except wrist and hand",Deep 3 deg burn arm-mult,
+94350,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of upper limb, unspecified site",3rd burn w loss-arm NOS,
+94351,"Deep necrosis of underlying tissues [deep third degree) with loss of a body part, of forearm",3rd burn w loss-forearm,
+94352,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of elbow",3rd burn w loss-elbow,
+94353,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of upper arm",3rd brn w loss-upper arm,
+94354,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of axilla",3rd burn w loss-axilla,
+94355,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of shoulder",3rd burn w loss-shoulder,
+94356,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of scapular region",3rd burn w loss-scapula,
+94359,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of upper limb, except wrist and hand",3rd burn w loss arm-mult,
+94400,"Burn of unspecified degree of hand, unspecified site",Burn NOS hand-unspec,
+94401,Burn of unspecified degree of single digit (finger (nail) other than thumb,Burn NOS finger,
+94402,Burn of unspecified degree of thumb (nail),Burn NOS thumb,
+94403,"Burn of unspecified degree of two or more digits of hand, not including thumb",Burn NOS mult fingers,
+94404,"Burn of unspecified degree of two or more digits of hand, including thumb",Burn NOS finger w thumb,
+94405,Burn of unspecified degree of palm,Burn NOS palm,
+94406,Burn of unspecified degree of back of hand,Burn NOS back of hand,
+94407,Burn of unspecified degree of wrist,Burn NOS wrist,
+94408,Burn of unspecified degree of multiple sites of wrist(s) and hand(s),Burn NOS hand-multiple,
+94410,"Erythema [first degree] of hand, unspecified site",1st deg burn hand NOS,
+94411,Erythema [first degree] of single digit (finger (nail)) other than thumb,1st deg burn finger,
+94412,Erythema [first degree] of thumb (nail),1st deg burn thumb,
+94413,"Erythema [first degree] of two or more digits of hand, not including thumb",1st deg burn mult finger,
+94414,Erythema [first degree] of two or more digits of hand including thumb,1 deg burn fingr w thumb,
+94415,Erythema [first degree] of palm,1st deg burn palm,
+94416,Erythema [first degree] of back of hand,1 deg burn back of hand,
+94417,Erythema [first degree] of wrist,1st deg burn wrist,
+94418,Erythema [first degree] of multiple sites of wrist(s) and hand(s),1st deg burn hand-mult,
+94420,"Blisters, epidermal loss [second degree] of hand, unspecified site",2nd deg burn hand NOS,
+94421,"Blisters, epidermal loss [second degree] of single digit [finger (nail)] other than thumb",2nd deg burn finger,
+94422,"Blisters, epidermal loss [second degree] of thumb (nail)",2nd deg burn thumb,
+94423,"Blisters, epidermal loss [second degree] of two or more digits of hand, not including thumb",2nd deg burn mult finger,
+94424,"Blisters, epidermal loss [second degree] of two or more digits of hand including thumb",2 deg burn fingr w thumb,
+94425,"Blisters, epidermal loss [second degree] of palm",2nd deg burn palm,
+94426,"Blisters , epidermal loss [second degree] of back of hand",2 deg burn back of hand,
+94427,"Blisters, epidermal loss [second degree] of wrist",2nd deg burn wrist,
+94428,"Blisters, epidermal loss [second degree] of multiple sites of wrist(s) and hand(s)",2nd deg burn hand-mult,
+94430,"Full-thickness skin loss [third degree, not otherwise specified] of hand, unspecified site",3rd deg burn hand NOS,
+94431,"Full-thickness skin loss [third degree, not otherwise specified] of single digit [finger (nail)] other than thumb",3rd deg burn finger,
+94432,"Full-thickness skin loss [third degree, not otherwise specified] of thumb (nail)",3rd deg burn thumb,
+94433,"Full-thickness skin loss [third degree, not otherwise specified]of two or more digits of hand, not including thumb",3rd deg burn mult finger,
+94434,"Full-thickness skin loss [third degree, not otherwise specified] of two or more digits of hand including thumb",3 deg burn fingr w thumb,
+94435,"Full-thickness skin loss [third degree, not otherwise specified] of palm of hand",3rd deg burn palm,
+94436,"Full-thickness skin loss [third degree, not otherwise specified] of back of hand",3 deg burn back of hand,
+94437,"Full-thickness skin loss [third degree, not otherwise specified] of wrist",3rd deg burn wrist,
+94438,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites of wrist(s) and hand(s)",3rd deg burn hand-mult,
+94440,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, hand, unspecified site",Deep 3 deg brn hand NOS,
+94441,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, single digit [finger (nail)] other than thumb",Deep 3 deg burn finger,
+94442,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, thumb (nail)",Deep 3 deg burn thumb,
+94443,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, two or more digits of hand, not including thumb",Deep 3rd brn mult finger,
+94444,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, two or more digits of hand including thumb",Deep 3rd brn fngr w thmb,
+94445,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of palm of hand",Deep 3 deg burn palm,
+94446,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of back of hand",Deep 3rd brn back of hnd,
+94447,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of wrist",Deep 3 deg burn wrist,
+94448,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of wrist(s) and hand(s)",Deep 3 deg brn hand-mult,
+94450,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of hand, unspecified site",3rd brn w loss-hand NOS,
+94451,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of single digit [finger (nail)] other than thumb",3rd burn w loss-finger,
+94452,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of thumb (nail)",3rd burn w loss-thumb,
+94453,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of two or more digits of hand, not including thumb",3rd brn w loss-mult fngr,
+94454,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of two or more digits of hand including thumb",3rd brn w loss-fngr/thmb,
+94455,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of palm of hand",3rd burn w loss-palm,
+94456,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of back of hand",3rd brn w loss-bk of hnd,
+94457,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of wrist",3rd burn w loss-wrist,
+94458,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of wrist(s) and hand(s)",3rd brn w loss hand-mult,
+94500,"Burn of unspecified degree of lower limb [leg], unspecified site",Burn NOS leg-unspec,
+94501,Burn of unspecified degree of toe(s) (nail),Burn NOS toe,
+94502,Burn of unspecified degree of foot,Burn NOS foot,
+94503,Burn of unspecified degree of ankle,Burn NOS ankle,
+94504,Burn of unspecified degree of lower leg,Burn NOS lower leg,
+94505,Burn of unspecified degree of knee,Burn NOS knee,
+94506,Burn of unspecified degree of thigh [any part],Burn NOS thigh,
+94509,Burn of unspecified degree of multiple sites of lower limb(s),Burn NOS leg-multiple,
+94510,"Erythema [first degree] of lower limb [leg], unspecified site",1st deg burn leg NOS,
+94511,Erythema [first degree] of toe(s) (nail),1st deg burn toe,
+94512,Erythema [first degree] of foot,1st deg burn foot,
+94513,Erythema [first degree] of ankle,1st deg burn ankle,
+94514,Erythema [first degree] of lower leg,1st deg burn lower leg,
+94515,Erythema [first degree] of knee,1st deg burn knee,
+94516,Erythema [first degree] of thigh [any part],1st deg burn thigh,
+94519,Erythema [first degree] of multiple sites of lower limb(s),1st deg burn leg-mult,
+94520,"Blisters, epidermal loss [second degree] of lower limb [leg], unspecified site",2nd deg burn leg NOS,
+94521,"Blisters, epidermal loss [second degree] of toe(s) (nail)",2nd deg burn toe,
+94522,"Blisters, epidermal loss [second degree] of foot",2nd deg burn foot,
+94523,"Blisters, epidermal loss [second degree] of ankle",2nd deg burn ankle,
+94524,"Blisters, epidermal loss [second degree] of lower leg",2nd deg burn lower leg,
+94525,"Blisters, epidermal loss [second degree] of knee",2nd deg burn knee,
+94526,"Blisters, epidermal loss [second degree] of thigh [any part]",2nd deg burn thigh,
+94529,"Blisters, epidermal loss [second degree] of multiple sites of lower limb(s)",2nd deg burn leg-mult,
+94530,Full-thickness skin loss [third degree NOS] of lower limb [leg] unspecified site,3rd deg burn leg NOS,
+94531,Full-thickness skin loss [third degree NOS] of toe(s) (nail),3rd deg burn toe,
+94532,Full-thickness skin loss [third degree NOS] of foot,3rd deg burn foot,
+94533,Full-thickness skin loss [third degree NOS] of ankle,3rd deg burn ankle,
+94534,Full-thickness skin loss [third degree nos] of lower leg,3rd deg burn low leg,
+94535,Full-thickness skin loss [third degree NOS] of knee,3rd deg burn knee,
+94536,Full-thickness skin loss [third degree NOS] of thigh [any part],3rd deg burn thigh,
+94539,Full-thickness skin loss [third degree NOS] of multiple sites of lower limb(s),3rd deg burn leg-mult,
+94540,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, lower limb [leg], unspecified site",Deep 3rd deg brn leg NOS,
+94541,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of toe(s)(nail)",Deep 3rd deg burn toe,
+94542,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of foot",Deep 3rd deg burn foot,
+94543,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of ankle",Deep 3rd deg burn ankle,
+94544,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of lower leg",Deep 3rd deg brn low leg,
+94545,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of knee",Deep 3rd deg burn knee,
+94546,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of thigh [any part]",Deep 3rd deg burn thigh,
+94549,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of lower limb(s)",Deep 3 deg burn leg-mult,
+94550,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lower limb [leg], unspecified site",3 deg brn w loss-leg NOS,
+94551,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of toe(s) (nail)",3 deg burn w loss-toe,
+94552,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of foot",3 deg burn w loss-foot,
+94553,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of ankle",3 deg burn w loss-ankle,
+94554,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lower leg",3 deg brn w loss-low leg,
+94555,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of knee",3 deg burn w loss-knee,
+94556,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of thigh [any part]",3 deg burn w loss-thigh,
+94559,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of lower limb(s)",3 deg brn w loss leg-mlt,
+9460,"Burns of multiple specified sites, unspecified degree",Burn NOS multiple site,
+9461,Erythema [first degree] of multiple specified sites,1st deg burn mult site,
+9462,"Blisters, epidermal loss [second degree] of multiple specified sites",2nd deg burn mult site,
+9463,Full-thickness skin loss [third degree NOS] of multiple specified sites,3rd deg burn mult site,
+9464,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple specified sites",Deep 3 deg brn mult site,
+9465,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple specified sites",3rd brn w loss-mult site,
+9470,Burn of mouth and pharynx,Burn of mouth & pharynx,
+9471,"Burn of larynx, trachea, and lung",Burn larynx/trachea/lung,
+9472,Burn of esophagus,Burn of esophagus,
+9473,Burn of gastrointestinal tract,Burn of GI tract,
+9474,Burn of vagina and uterus,Burn of vagina & uterus,
+9478,Burn of other specified sites of internal organs,Burn internal organ NEC,
+9479,"Burn of internal organs, unspecified site",Burn internal organ NOS,
+94800,"Burn [any degree] involving less than 10 percent of body surface with third degree burn, less than 10 percent or unspecified",Bdy brn < 10%/3d deg NOS,
+94810,"Burn [any degree] involving 10-19 percent of body surface with third degree burn, less than 10 percent or unspecified",10-19% bdy brn/3 deg NOS,
+94811,"Burn [any degree] involving 10-19 percent of body surface with third degree burn, 10-19%",10-19% bdy brn/10-19% 3d,
+94820,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, less than 10 percent or unspecified",20-29% bdy brn/3 deg NOS,
+94821,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, 10-19%",20-29% bdy brn/10-19% 3d,
+94822,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, 20-29%",20-29% bdy brn/20-29% 3d,
+94830,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, less than 10 percent or unspecified",30-39% bdy brn/3 deg NOS,
+94831,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 10-19%",30-39% bdy brn/10-19% 3d,
+94832,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 20-29%",30-39% bdy brn/20-29% 3d,
+94833,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 30-39%",30-39% bdy brn/30-39% 3d,
+94840,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, less than 10 percent or unspecified",40-49% bdy brn/3 deg NOS,
+94841,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 10-19%",40-49% bdy brn/10-19% 3d,
+94842,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 20-29%",40-49% bdy brn/20-29% 3d,
+94843,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 30-39%",40-49% bdy brn/30-39% 3d,
+94844,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 40-49%",40-49% bdy brn/40-49% 3d,
+94850,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, less than 10 percent or unspecified",50-59% bdy brn/3 deg NOS,
+94851,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 10-19%",50-59% bdy brn/10-19% 3d,
+94852,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 20-29%",50-59% bdy brn/20-29% 3d,
+94853,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 30-39%",50-59% bdy brn/30-39% 3d,
+94854,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 40-49%",50-59% bdy brn/40-49% 3d,
+94855,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 50-59%",50-59% bdy brn/50-59% 3d,
+94860,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, less than 10 percent or unspecified",60-69% bdy brn/3 deg NOS,
+94861,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 10-19%",60-69% bdy brn/10-19% 3d,
+94862,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 20-29%",60-69% bdy brn/20-29% 3d,
+94863,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 30-39%",60-69% bdy brn/30-39% 3d,
+94864,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 40-49%",60-69% bdy brn/40-49% 3d,
+94865,"Burn (any degree) involving 60-69 percent of body surface with third degree burn, 50-59%",60-69% bdy brn/50-59% 3d,
+94866,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 60-69%",60-69% bdy brn/60-69% 3d,
+94870,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, less than 10 percent or unspecified",70-79% bdy brn/3 deg NOS,
+94871,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 10-19%",70-79% bdy brn/10-19% 3d,
+94872,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 20-29%",70-79% bdy brn/20-29% 3d,
+94873,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 30-39%",70-79% bdy brn/30-39% 3d,
+94874,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 40-49%",70-79% bdy brn/40-49% 3d,
+94875,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 50-59%",70-79% bdy brn/50-59% 3d,
+94876,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 60-69%",70-79% bdy brn/60-69% 3d,
+94877,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 70-79%",70-79% bdy brn/70-79% 3d,
+94880,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, less than 10 percent or unspecified",80-89% bdy brn/3 deg NOS,
+94881,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 10-19%",80-89% bdy brn/10-19% 3d,
+94882,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 20-29%",80-89% bdy brn/20-29% 3d,
+94883,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 30-39%",80-89% bdy brn/30-39% 3d,
+94884,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 40-49%",80-89% bdy brn/40-49% 3d,
+94885,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 50-59%",80-89% bdy brn/50-59% 3d,
+94886,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 60-69%",80-89% bdy brn/60-69% 3d,
+94887,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 70-79%",80-89% bdy brn/70-79% 3d,
+94888,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 80-89%",80-89% bdy brn/80-89% 3d,
+94890,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, less than 10 percent or unspecified",90% + bdy brn/3d deg NOS,
+94891,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 10-19%",90% + bdy brn/10-19% 3rd,
+94892,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 20-29%",90% + bdy brn/20-29% 3rd,
+94893,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 30-39%",90% + bdy brn/30-39% 3rd,
+94894,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 40-49%",90% + bdy brn/40-49% 3rd,
+94895,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 50-59%",90% + bdy brn/50-59% 3rd,
+94896,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 60-69%",90% + bdy brn/60-69% 3rd,
+94897,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 70-79%",90% + bdy brn/70-79% 3rd,
+94898,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 80-89%",90% + bdy brn/80-89% 3rd,
+94899,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 90% or more of body surface",90% + bdy brn/90% + 3rd,
+9490,"Burn of unspecified site, unspecified degree",Burn NOS,
+9491,"Erythema [first degree], unspecified site",1st degree burn NOS,
+9492,"Blisters, epidermal loss [second degree], unspecified site",2nd degree burn NOS,
+9493,Full-thickness skin loss [third degree nos],3rd degree burn NOS,
+9494,"Deep necrosis of underlying tissue [deep third degree] without mention of loss of a body part, unspecified",Deep 3rd deg burn NOS,
+9495,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, unspecified",3rd burn w loss-site NOS,
+9500,Optic nerve injury,Optic nerve injury,
+9501,Injury to optic chiasm,Injury to optic chiasm,
+9502,Injury to optic pathways,Injury to optic pathways,
+9503,Injury to visual cortex,Injury to visual cortex,
+9509,Injury to unspecified optic nerve and pathways,Inj optic nerv/path NOS,
+9510,Injury to oculomotor nerve,Injury oculomotor nerve,
+9511,Injury to trochlear nerve,Injury trochlear nerve,
+9512,Injury to trigeminal nerve,Injury trigeminal nerve,
+9513,Injury to abducens nerve,Injury abducens nerve,
+9514,Injury to facial nerve,Injury to facial nerve,
+9515,Injury to acoustic nerve,Injury to acoustic nerve,
+9516,Injury to accessory nerve,Injury accessory nerve,
+9517,Injury to hypoglossal nerve,Injury hypoglossal nerve,
+9518,Injury to other specified cranial nerves,Injury cranial nerve NEC,
+9519,Injury to unspecified cranial nerve,Injury cranial nerve NOS,
+95200,C1-C4 level with unspecified spinal cord injury,C1-c4 spin cord inj NOS,
+95201,C1-C4 level with complete lesion of spinal cord,Complete les cord/c1-c4,
+95202,C1-C4 level with anterior cord syndrome,Anterior cord synd/c1-c4,
+95203,C1-C4 level with central cord syndrome,Central cord synd/c1-c4,
+95204,C1-C4 level with other specified spinal cord injury,C1-c4 spin cord inj NEC,
+95205,C5-C7 level with unspecified spinal cord injury,C5-c7 spin cord inj NOS,
+95206,C5-C7 level with complete lesion of spinal cord,Complete les cord/c5-c7,
+95207,C5-C7 level with anterior cord syndrome,Anterior cord synd/c5-c7,
+95208,C5-C7 level with central cord syndrome,Central cord synd/c5-c7,
+95209,C5-C7 level with other specified spinal cord injury,C5-c7 spin cord inj NEC,
+95210,T1-T6 level with unspecified spinal cord injury,T1-t6 spin cord inj NOS,
+95211,T1-T6 level with complete lesion of spinal cord,Complete les cord/t1-t6,
+95212,T1-T6 level with anterior cord syndrome,Anterior cord synd/t1-t6,
+95213,T1-T6 level with central cord syndrome,Central cord synd/t1-t6,
+95214,T1-T6 level with other specified spinal cord injury,T1-t6 spin cord inj NEC,
+95215,T7-T12 level with unspecified spinal cord injury,T7-t12 spin cord inj NOS,
+95216,T7-T12 level with complete lesion of spinal cord,Complete les cord/t7-t12,
+95217,T7-T12 level with anterior cord syndrome,Anterior cord syn/t7-t12,
+95218,T7-T12 level with central cord syndrome,Central cord syn/t7-t12,
+95219,T7-T12 level with other specified spinal cord injury,T7-t12 spin cord inj NEC,
+9522,Lumbar spinal cord injury without evidence of spinal bone injury,Lumbar spinal cord injur,
+9523,Sacral spinal cord injury without evidence of spinal bone injury,Sacral spinal cord injur,
+9524,Cauda equina spinal cord injury without evidence of spinal bone injury,Cauda equina injury,
+9528,Multiple sites of spinal cord injury without evidence of spinal bone injury,Spin cord inj-mult site,
+9529,Unspecified site of spinal cord injury without evidence of spinal bone injury,Spinal cord injury NOS,
+9530,Injury to cervical nerve root,Cervical root injury,
+9531,Injury to dorsal nerve root,Dorsal root injury,
+9532,Injury to lumbar nerve root,Lumbar root injury,
+9533,Injury to sacral nerve root,Sacral root injury,
+9534,Injury to brachial plexus,Brachial plexus injury,
+9535,Injury to lumbosacral plexus,Lumbosacral plex injury,
+9538,Injury to multiple sites of nerve roots and spinal plexus,Mult nerve root/plex inj,
+9539,Injury to unspecified site of nerve roots and spinal plexus,Inj nerve root/plex NOS,
+9540,"Injury to cervical sympathetic nerve, excluding shoulder and pelvic girdles",Inj cerv sympath nerve,
+9541,"Injury to other sympathetic nerve, excluding shoulder and pelvic girdles",Inj sympath nerve NEC,
+9548,"Injury to other specified nerve(s) of trunk, excluding shoulder and pelvic girdles",Injury trunk nerve NEC,
+9549,"Injury to unspecified nerve of trunk, excluding shoulder and pelvic girdles",Injury trunk nerve NOS,
+9550,Injury to axillary nerve,Injury axillary nerve,
+9551,Injury to median nerve,Injury median nerve,
+9552,Injury to ulnar nerve,Injury ulnar nerve,
+9553,Injury to radial nerve,Injury radial nerve,
+9554,Injury to musculocutaneous nerve,Inj musculocutan nerve,
+9555,"Injury to cutaneous sensory nerve, upper limb",Inj cutan senso nerv/arm,
+9556,"Injury to digital nerve, upper limb",Injury digital nerve,
+9557,Injury to other specified nerve(s) of shoulder girdle and upper limb,Inj nerve shldr/arm NEC,
+9558,Injury to multiple nerves of shoulder girdle and upper limb,Inj mult nerve shldr/arm,
+9559,Injury to unspecified nerve of shoulder girdle and upper limb,Inj nerve shldr/arm NOS,
+9560,Injury to sciatic nerve,Injury sciatic nerve,
+9561,Injury to femoral nerve,Injury femoral nerve,
+9562,Injury to posterior tibial nerve,Inj posterior tib nerve,
+9563,Injury to peroneal nerve,Injury peroneal nerve,
+9564,"Injury to cutaneous sensory nerve, lower limb",Inj cutan senso nerv/leg,
+9565,Injury to other specified nerve(s) of pelvic girdle and lower limb,Inj nerve pelv/leg NEC,
+9568,Injury to multiple nerves of pelvic girdle and lower limb,Inj mult nerve pelv/leg,
+9569,Injury to unspecified nerve of pelvic girdle and lower limb,Inj nerve pelv/leg NOS,
+9570,Injury to superficial nerves of head and neck,Inj superf nerv head/nck,
+9571,Injury to other specified nerve(s),Injury to nerve NEC,
+9578,Injury to multiple nerves in several parts,Injury to mult nerves,
+9579,"Injury to nerves, unspecified site",Injury to nerve NOS,
+9580,Air embolism,Air embolism,
+9581,Fat embolism,Fat embolism,
+9582,Secondary and recurrent hemorrhage,Secondary/recur hemorr,
+9583,Posttraumatic wound infection not elsewhere classified,Posttraum wnd infec NEC,
+9584,Traumatic shock,Traumatic shock,
+9585,Traumatic anuria,Traumatic anuria,
+9586,Volkmann's ischemic contracture,Volkmann's isch contract,
+9587,Traumatic subcutaneous emphysema,Traum subcutan emphysema,
+9588,Other early complications of trauma,Early complic trauma NEC,
+95890,"Compartment syndrome, unspecified",Compartment syndrome NOS,
+95891,Traumatic compartment syndrome of upper extremity,Trauma comp synd up ext,
+95892,Traumatic compartment syndrome of lower extremity,Trauma comp synd low ext,
+95893,Traumatic compartment syndrome of abdomen,Trauma compart synd abd,
+95899,Traumatic compartment syndrome of other sites,Trauma compart synd NEC,
+95901,"Head injury, unspecified",Head injury NOS,
+95909,Injury of face and neck,Face & neck injury,
+95911,Other injury of chest wall,Injury of chest wall NEC,
+95912,Other injury of abdomen,Injury of abdomen NEC,
+95913,Fracture of corpus cavernosum penis,Fx corpus cavrnosm penis,
+95914,Other injury of external genitals,Inj external genital NEC,
+95919,Other injury of other sites of trunk,Trunk injury-sites NEC,
+9592,Shoulder and upper arm injury,Shldr/upper arm inj NOS,
+9593,"Elbow, forearm, and wrist injury",Elb/forearm/wrst inj NOS,
+9594,"Hand, except finger injury",Hand injury NOS,
+9595,Finger injury,Finger injury NOS,
+9596,Hip and thigh injury,Hip & thigh injury NOS,
+9597,"Knee, leg, ankle, and foot injury",Lower leg injury NOS,
+9598,"Other specified sites, including multiple injury",Injury mlt site/site NEC,
+9599,Unspecified site injury,Injury-site NOS,
+9600,Poisoning by penicillins,Poisoning-penicillins,
+9601,Poisoning by antifungal antibiotics,Pois-antifungal antibiot,
+9602,Poisoning by chloramphenicol group,Poison-chloramphenicol,
+9603,Poisoning by erythromycin and other macrolides,Pois-erythromyc/macrolid,
+9604,Poisoning by tetracycline group,Poisoning-tetracycline,
+9605,Poisoning of cephalosporin group,Pois-cephalosporin group,
+9606,Poisoning of antimycobacterial antibiotics,Pois-antimycobac antibio,
+9607,Poisoning by antineoplastic antibiotics,Pois-antineop antibiotic,
+9608,Poisoning by other specified antibiotics,Poisoning-antibiotic NEC,
+9609,Poisoning by unspecified antibiotic,Poisoning-antibiotic NOS,
+9610,Poisoning by sulfonamides,Poisoning-sulfonamides,
+9611,Poisoning by arsenical anti-infectives,Pois-arsenic anti-infec,
+9612,Poisoning by heavy metal anti-infectives,Pois-heav met anti-infec,
+9613,Poisoning by quinoline and hydroxyquinoline derivatives,Pois-quinoline/hydroxyqu,
+9614,Poisoning by antimalarials and drugs acting on other blood protozoa,Poisoning-antimalarials,
+9615,Poisoning by other antiprotozoal drugs,Pois-antiprotoz drug NEC,
+9616,Poisoning by anthelmintics,Poisoning-anthelmintics,
+9617,Poisoning by antiviral drugs,Poisoning-antiviral drug,
+9618,Poisoning by other antimycobacterial drugs,Pois-antimycobac drg NEC,
+9619,Poisoning by other and unspecified anti-infectives,Pois-anti-infect NEC/NOS,
+9620,Poisoning by adrenal cortical steroids,Pois-corticosteroids,
+9621,Poisoning by androgens and anabolic congeners,Poisoning-androgens,
+9622,Poisoning by ovarian hormones and synthetic substitutes,Poisoning-ovarian hormon,
+9623,Poisoning by insulins and antidiabetic agents,Poison-insulin/antidiab,
+9624,Poisoning by anterior pituitary hormones,Pois-ant pituitary horm,
+9625,Poisoning by posterior pituitary hormones,Pois-post pituitary horm,
+9626,Poisoning by parathyroid and parathyroid derivatives,Poisoning-parathyroids,
+9627,Poisoning by thyroid and thyroid derivatives,Poisoning-thyroid/deriv,
+9628,Poisoning by antithyroid agents,Poison-antithyroid agent,
+9629,Poisoning by other and unspecified hormones and synthetic substitutes,Poisoning hormon NEC/NOS,
+9630,Poisoning by antiallergic and antiemetic drugs,Pois-antiallrg/antiemet,
+9631,Poisoning by antineoplastic and immunosuppressive drugs,Pois-antineopl/immunosup,
+9632,Poisoning by acidifying agents,Poisoning-acidifying agt,
+9633,Poisoning by alkalizing agents,Poisoning-alkalizing agt,
+9634,"Poisoning by enzymes, not elsewhere classified",Poisoning-enzymes NEC,
+9635,"Poisoning by vitamins, not elsewhere classified",Poisoning-vitamins NEC,
+9638,Poisoning by other specified systemic agents,Poisoning-system agt NEC,
+9639,Poisoning by unspecified systemic agent,Poisoning-system agt NOS,
+9640,Poisoning by iron and its compounds,Poisoning-iron/compounds,
+9641,Poisoning by liver preparations and other antianemic agents,Poison-liver/antianemics,
+9642,Poisoning by anticoagulants,Poisoning-anticoagulants,
+9643,Poisoning by vitamin K (phytonadione),Poisoning-vitamin k,
+9644,Poisoning by fibrinolysis-affecting drugs,Poison-fibrinolysis agnt,
+9645,Poisoning by anticoagulant antagonists and other coagulants,Poisoning-coagulants,
+9646,Poisoning by gamma globulin,Poisoning-gamma globulin,
+9647,Poisoning by natural blood and blood products,Poisoning-blood product,
+9648,Poisoning by other specified agents affecting blood constituents,Poisoning-blood agt NEC,
+9649,Poisoning by unspecified agent affecting blood constituents,Poisoning-blood agt NOS,
+96500,"Poisoning by opium (alkaloids), unspecified",Poisoning-opium NOS,
+96501,Poisoning by heroin,Poisoning-heroin,
+96502,Poisoning by methadone,Poisoning-methadone,
+96509,Poisoning by other opiates and related narcotics,Poisoning-opiates NEC,
+9651,Poisoning by salicylates,Poisoning-salicylates,
+9654,"Poisoning by aromatic analgesics, not elsewhere classified",Pois-arom analgesics NEC,
+9655,Poisoning by pyrazole derivatives,Poisoning-pyrazole deriv,
+96561,Poisoning by propionic acid derivatives,Pois-propionic acid derv,
+96569,Poisoning by other antirheumatics,Poison-antirheumatic NEC,
+9657,Poisoning by other non-narcotic analgesics,Pois-no-narc analges NEC,
+9658,Poisoning by other specified analgesics and antipyretics,Pois-analges/antipyr NEC,
+9659,Poisoning by unspecified analgesic and antipyretic,Pois-analges/antipyr NOS,
+9660,Poisoning by oxazolidine derivatives,Poison-oxazolidine deriv,
+9661,Poisoning by hydantoin derivatives,Poison-hydantoin derivat,
+9662,Poisoning by succinimides,Poisoning-succinimides,
+9663,Poisoning by other and unspecified anticonvulsants,Pois-anticonvul NEC/NOS,
+9664,Poisoning by anti-Parkinsonism drugs,Pois-anti-parkinson drug,
+9670,Poisoning by barbiturates,Poisoning-barbiturates,
+9671,Poisoning by chloral hydrate group,Poisoning-chloral hydrat,
+9672,Poisoning by paraldehyde,Poisoning-paraldehyde,
+9673,Poisoning by bromine compounds,Poisoning-bromine compnd,
+9674,Poisoning by methaqualone compounds,Poisoning-methaqualone,
+9675,Poisoning by glutethimide group,Poisoning-glutethimide,
+9676,"Poisoning by mixed sedatives, not elsewhere classified",Poison-mix sedative NEC,
+9678,Poisoning by other sedatives and hypnotics,Pois-sedative/hypnot NEC,
+9679,Poisoning by unspecified sedative or hypnotic,Pois-sedative/hypnot NOS,
+9680,Poisoning by central nervous system muscle-tone depressants,Pois-cns muscle depress,
+9681,Poisoning by halothane,Poisoning-halothane,
+9682,Poisoning by other gaseous anesthetics,Poison-gas anesthet NEC,
+9683,Poisoning by intravenous anesthetics,Poison-intraven anesthet,
+9684,Poisoning by other and unspecified general anesthetics,Pois-gen anesth NEC/NOS,
+9685,Surface (topical) and infiltration anesthetics,Surfce-topic/infilt anes,
+9686,Poisoning by peripheral nerve- and plexus-blocking anesthetics,Pois-nerve/plex-blk anes,
+9687,Poisoning by spinal anesthetics,Poison-spinal anesthetic,
+9689,Poisoning by other and unspecified local anesthetics,Pois-local anest NEC/NOS,
+96900,"Poisoning by antidepressant, unspecified",Poison-antidepresnt NOS,
+96901,Poisoning by monoamine oxidase inhibitors,Pois monoamine oxidase,
+96902,Poisoning by selective serotonin and norepinephrine reuptake inhibitors,Pois serotn/norepinephrn,
+96903,Poisoning by selective serotonin reuptake inhibitors,Pois serotinin reuptake,
+96904,Poisoning by tetracyclic antidepressants,Pois tetracyclc andepres,
+96905,Poisoning by tricyclic antidepressants,Pois tricyclc antidepres,
+96909,Poisoning by other antidepressants,Pois antidepressants NEC,
+9691,Poisoning by phenothiazine-based tranquilizers,Pois-phenothiazine tranq,
+9692,Poisoning by butyrophenone-based tranquilizers,Pois-butyrophenone tranq,
+9693,"Poisoning by other antipsychotics, neuroleptics, and major tranquilizers",Poison-antipsychotic NEC,
+9694,Poisoning by benzodiazepine-based tranquilizers,Pois-benzodiazepine tran,
+9695,Poisoning by other tranquilizers,Poison-tranquilizer NEC,
+9696,Poisoning by psychodysleptics (hallucinogens),Poisoning-hallucinogens,
+96970,"Poisoning by psychostimulant, unspecified",Pois psychostimulant NOS,
+96971,Poisoning by caffeine,Poisoning by caffeine,
+96972,Poisoning by amphetamines,Poisoning by amphetamine,
+96973,Poisoning by methylphenidate,Poison by methylphendate,
+96979,Poisoning by other psychostimulants,Poison by psychostim NEC,
+9698,Poisoning by other specified psychotropic agents,Poison-psychotropic NEC,
+9699,Poisoning by unspecified psychotropic agent,Poison-psychotropic NOS,
+9700,Poisoning by analeptics,Poisoning-analeptics,
+9701,Poisoning by opiate antagonists,Poison-opiate antagonist,
+97081,Poisoning by cocaine,Poisoning by cocaine,
+97089,Poisoning by other central nervous system stimulants,Poison-CNS stimulant NEC,
+9709,Poisoning by unspecified central nervous system stimulant,Pois-cns stimulant NOS,
+9710,Poisoning by parasympathomimetics (cholinergics),Pois-parasympathomimetic,
+9711,Poisoning by parasympatholytics (anticholinergics and antimuscarinics) and spasmolytics,Pois-parasympatholytics,
+9712,Poisoning by sympathomimetics [adrenergics],Poison-sympathomimetics,
+9713,Poisoning by sympatholytics [antiadrenergics],Poisoning-sympatholytics,
+9719,Poisoning by unspecified drug primarily affecting autonomic nervous system,Pois-autonomic agent NOS,
+9720,Poisoning by cardiac rhythm regulators,Pois-card rhythm regulat,
+9721,Poisoning by cardiotonic glycosides and drugs of similar action,Poisoning-cardiotonics,
+9722,Poisoning by antilipemic and antiarteriosclerotic drugs,Poisoning-antilipemics,
+9723,Poisoning by ganglion-blocking agents,Pois-ganglion block agt,
+9724,Poisoning by coronary vasodilators,Pois-coronary vasodilat,
+9725,Poisoning by other vasodilators,Poison-vasodilator NEC,
+9726,Poisoning by other antihypertensive agents,Pois-antihyperten agent,
+9727,"Poisoning by antivaricose drugs, including sclerosing agents",Poison-antivaricose drug,
+9728,Poisoning by capillary-active drugs,Poison-capillary act agt,
+9729,Poisoning by other and unspecified agents primarily affecting the cardiovascular system,Pois-cardiovasc agt NEC,
+9730,Poisoning by antacids and antigastric secretion drugs,Pois-antacid/antigastric,
+9731,Poisoning by irritant cathartics,Pois-irritant cathartics,
+9732,Poisoning by emollient cathartics,Pois-emollient cathartic,
+9733,"Poisoning by other cathartics, including intestinal atonia",Poisoning-cathartic NEC,
+9734,Poisoning by digestants,Poisoning-digestants,
+9735,Poisoning by antidiarrheal drugs,Poisoning-antidiarrh agt,
+9736,Poisoning by emetics,Poisoning-emetics,
+9738,Poisoning by other specified agents primarily affecting the gastrointestinal system,Poisoning-gi agents NEC,
+9739,Poisoning by unspecified agent primarily affecting the gastrointestinal system,Poisoning-gi agent NOS,
+9740,Poisoning by mercurial diuretics,Pois-mercurial diuretics,
+9741,Poisoning by purine derivative diuretics,Pois-purine diuretics,
+9742,Poisoning by carbonic acid anhydrase inhibitors,Pois-h2co3 anhydra inhib,
+9743,Poisoning by saluretics,Poisoning-saluretics,
+9744,Poisoning by other diuretics,Poisoning-diuretics NEC,
+9745,"Poisoning by electrolytic, caloric, and water-balance agents",Pois-electro/cal/wat agt,
+9746,"Poisoning by other mineral salts, not elsewhere classified",Poison-mineral salts NEC,
+9747,Poisoning by uric acid metabolism drugs,Pois-uric acid metabol,
+9750,Poisoning by oxytocic agents,Poisoning-oxytocic agent,
+9751,Poisoning by smooth muscle relaxants,Pois-smooth muscle relax,
+9752,Poisoning by skeletal muscle relaxants,Pois-skelet muscle relax,
+9753,Poisoning by other and unspecified drugs acting on muscles,Poison-muscle agent NEC,
+9754,Poisoning by antitussives,Poisoning-antitussives,
+9755,Poisoning by expectorants,Poisoning-expectorants,
+9756,Poisoning by anti-common cold drugs,Pois-anti-cold drugs,
+9757,Poisoning by antiasthmatics,Poisoning-antiasthmatics,
+9758,Poisoning by other and unspecified respiratory drugs,Pois-respir drug NEC/NOS,
+9760,Poisoning by local anti-infectives and anti-inflammatory drugs,Pois-local anti-infect,
+9761,Poisoning by antipruritics,Poisoning-antipruritics,
+9762,Poisoning by local astringents and local detergents,Pois-loc astring/deterg,
+9763,"Poisoning by emollients, demulcents, and protectants",Pois-emol/demul/protect,
+9764,"Poisoning by keratolytics, keratoplastics, other hair treatment drugs and preparations",Poison-hair/scalp prep,
+9765,Poisoning by eye anti-infectives and other eye drugs,Pois-eye anti-infec/drug,
+9766,"Poisoning by anti-infectives and other drugs and preparations for ear, nose, and throat",Poison-ent preparation,
+9767,Poisoning by dental drugs topically applied,Pois-topical dental drug,
+9768,Poisoning by other agents primarily affecting skin and mucous membrane,Pois-skin/membr agnt NEC,
+9769,Poisoning by unspecified agent primarily affecting skin and mucous membrane,Pois-skin/membr agnt NOS,
+9770,Poisoning by dietetics,Poisoning-dietetics,
+9771,Poisoning by lipotropic drugs,Poison-lipotropic drugs,
+9772,"Poisoning by antidotes and chelating agents, not elsewhere classified",Poisoning-antidotes NEC,
+9773,Poisoning by alcohol deterrents,Poison-alcohol deterrent,
+9774,Poisoning by pharmaceutical excipients,Pois-pharmaceut excipien,
+9778,Poisoning by other specified drugs and medicinal substances,Poison-medicinal agt NEC,
+9779,Poisoning by unspecified drug or medicinal substance,Poison-medicinal agt NOS,
+9780,Poisoning by BCG vaccine,Poisoning-bcg vaccine,
+9781,Poisoning by typhoid and paratyphoid vaccine,Pois-typh/paratyph vacc,
+9782,Poisoning by cholera vaccine,Poisoning-cholera vaccin,
+9783,Poisoning by plague vaccine,Poisoning-plague vaccine,
+9784,Poisoning by tetanus vaccine,Poisoning-tetanus vaccin,
+9785,Poisoning by diphtheria vaccine,Pois-diphtheria vaccine,
+9786,"Poisoning by pertussis vaccine, including combinations with a pertussis component",Pois-pertussis vaccine,
+9788,Poisoning by other and unspecified bacterial vaccines,Pois-bact vaccin NEC/NOS,
+9789,"Poisoning by mixed bacterial vaccines, except combinations with a pertussis component",Pois-mix bacter vaccines,
+9790,Poisoning by smallpox vaccine,Poison-smallpox vaccine,
+9791,Poisoning by rabies vaccine,Poison-rabies vaccine,
+9792,Poisoning by typhus vaccine,Poison-typhus vaccine,
+9793,Poisoning by yellow fever vaccine,Pois-yellow fever vaccin,
+9794,Poisoning by measles vaccine,Poisoning-measles vaccin,
+9795,Poisoning by poliomyelitis vaccine,Pois-poliomyelit vaccine,
+9796,Poisoning by other and unspecified viral and rickettsial vaccines,Pois-viral/rick vacc NEC,
+9797,"Poisoning by mixed viral-rickettsial and bacterial vaccines, except combinations with a pertussis component",Poisoning-mixed vaccine,
+9799,Poisoning by other and unspecified vaccines and biological substances,Pois-vaccine/biolog NEC,
+9800,Toxic effect of ethyl alcohol,Toxic eff ethyl alcohol,
+9801,Toxic effect of methyl alcohol,Toxic eff methyl alcohol,
+9802,Toxic effect of isopropyl alcohol,Toxic eff isopropyl alc,
+9803,Toxic effect of fusel oil,Toxic effect fusel oil,
+9808,Toxic effect of other specified alcohols,Toxic effect alcohol NEC,
+9809,Toxic effect of unspecified alcohol,Toxic effect alcohol NOS,
+981,Toxic effect of petroleum products,Toxic eff petroleum prod,
+9820,Toxic effect of benzene and homologues,Toxic effect benzene,
+9821,Toxic effect of carbon tetrachloride,Toxic eff carbon tetrach,
+9822,Toxic effect of carbon disulfide,Toxic eff carbon disulfi,
+9823,Toxic effect of other chlorinated hydrocarbon solvents,Tx ef cl-hydcarb slv NEC,
+9824,Toxic effect of nitroglycol,Toxic effect nitroglycol,
+9828,Toxic effect of other nonpetroleum-based solvents,Toxic eff nonpetrol solv,
+9830,Toxic effect of corrosive aromatics,Tox eff corrosive aromat,
+9831,Toxic effect of acids,Toxic effect acids,
+9832,Toxic effect of caustic alkalis,Toxic eff caustic alkali,
+9839,"Toxic effect of caustic, unspecified",Toxic effect caustic NOS,
+9840,Toxic effect of inorganic lead compounds,Tx eff inorg lead compnd,
+9841,Toxic effect of organic lead compounds,Tox eff org lead compnd,
+9848,Toxic effect of other lead compounds,Tox eff lead compnd NEC,
+9849,Toxic effect of unspecified lead compound,Tox eff lead compnd NOS,
+9850,Toxic effect of mercury and its compounds,Toxic effect mercury,
+9851,Toxic effect of arsenic and its compounds,Toxic effect arsenic,
+9852,Toxic effect of manganese and its compounds,Toxic effect manganese,
+9853,Toxic effect of beryllium and its compounds,Toxic effect beryllium,
+9854,Toxic effect of antimony and its compounds,Toxic effect antimony,
+9855,Toxic effect of cadmium and its compounds,Toxic effect cadmium,
+9856,Toxic effect of chromium,Toxic effect chromium,
+9858,Toxic effect of other specified metals,Toxic effect metals NEC,
+9859,Toxic effect of unspecified metal,Toxic effect metal NOS,
+986,Toxic effect of carbon monoxide,Tox eff carbon monoxide,
+9870,Toxic effect of liquefied petroleum gases,Toxic eff liq petrol gas,
+9871,Toxic effect of other hydrocarbon gas,Tox ef hydrocarb gas NEC,
+9872,Toxic effect of nitrogen oxides,Toxic eff nitrogen oxide,
+9873,Toxic effect of sulfur dioxide,Toxic eff sulfur dioxide,
+9874,Toxic effect of freon,Toxic effect freon,
+9875,Toxic effect of lacrimogenic gas,Tox eff lacrimogenic gas,
+9876,Toxic effect of chlorine gas,Toxic eff chlorine gas,
+9877,Toxic effect of hydrocyanic acid gas,Tox eff hydrocyan acd gs,
+9878,"Toxic effect of other specified gases, fumes, or vapors",Toxic eff gas/vapor NEC,
+9879,"Toxic effect of unspecified gas, fume, or vapor",Toxic eff gas/vapor NOS,
+9880,Toxic effect of fish and shellfish eaten as food,Toxic eff fish/shellfish,
+9881,Toxic effect of mushrooms eaten as food,Toxic effect mushrooms,
+9882,Toxic effect of berries and other plants eaten as food,Tox eff berry/plant NEC,
+9888,Toxic effect of other specified noxious substances eaten as food,Tox eff noxious food NEC,
+9889,Toxic effect of unspecified noxious substance eaten as food,Tox eff noxious food NOS,
+9890,Toxic effect of hydrocyanic acid and cyanides,Toxic effect cyanides,
+9891,Toxic effect of strychnine and salts,Toxic effect strychnine,
+9892,Toxic effect of chlorinated hydrocarbons,Tox eff chlor hydrocarb,
+9893,Toxic effect of organophosphate and carbamate,Tox eff organphos/carbam,
+9894,"Toxic effect of other pesticides, not elsewhere classified",Toxic eff pesticides NEC,
+9895,Toxic effect of venom,Toxic effect venom,
+9896,Toxic effect of soaps and detergents,Toxic eff soap/detergent,
+9897,Toxic effect of aflatoxin and other mycotoxin (food contaminants),Tox eff aflatox/mycotox,
+98981,Toxic effect of asbestos,Toxic effect of asbestos,
+98982,Toxic effect of latex,Toxic effect of latex,
+98983,Toxic effect of silicone,Toxic effect of silicone,
+98984,Toxic effect of tobacco,Toxic effect of tobacco,
+98989,"Toxic effect of other substance, chiefly nonmedicinal as to source, not elsewhere classified",Tox eff nonmed subst NEC,
+9899,"Toxic effect of unspecified substance, chiefly nonmedicinal as to source",Tox eff nonmed subst NOS,
+990,"Effects of radiation, unspecified",Effects radiation NOS,
+9910,Frostbite of face,Frostbite of face,
+9911,Frostbite of hand,Frostbite of hand,
+9912,Frostbite of foot,Frostbite of foot,
+9913,Frostbite of other and unspecified sites,Frostbite NEC/NOS,
+9914,Immersion foot,Immersion foot,
+9915,Chilblains,Chilblains,
+9916,Hypothermia,Hypothermia,
+9918,Other specified effects of reduced temperature,Effect reduced temp NEC,
+9919,Unspecified effect of reduced temperature,Effect reduced temp NOS,
+9920,Heat stroke and sunstroke,Heat stroke & sunstroke,
+9921,Heat syncope,Heat syncope,
+9922,Heat cramps,Heat cramps,
+9923,"Heat exhaustion, anhydrotic",Heat exhaust-anhydrotic,
+9924,Heat exhaustion due to salt depletion,Heat exhaust-salt deple,
+9925,"Heat exhaustion, unspecified",Heat exhaustion NOS,
+9926,"Heat fatigue, transient","Heat fatigue, transient",
+9927,Heat edema,Heat edema,
+9928,Other specified heat effects,Heat effect NEC,
+9929,Unspecified effects of heat and light,Heat effect NOS,
+9930,"Barotrauma, otitic","Barotrauma, otitic",
+9931,"Barotrauma, sinus","Barotrauma, sinus",
+9932,Other and unspecified effects of high altitude,Eff high altitud NEC/NOS,
+9933,Caisson disease,Caisson disease,
+9934,Effects of air pressure caused by explosion,Eff air press by explos,
+9938,Other specified effects of air pressure,Effect air pressure NEC,
+9939,Unspecified effect of air pressure,Effect air pressure NOS,
+9940,Effects of lightning,Effects of lightning,
+9941,Drowning and nonfatal submersion,Drowning/nonfatal submer,
+9942,Effects of hunger,Effects of hunger,
+9943,Effects of thirst,Effects of thirst,
+9944,Exhaustion due to exposure,Exhaustion-exposure,
+9945,Exhaustion due to excessive exertion,Exhaustion-excess exert,
+9946,Motion sickness,Motion sickness,
+9947,Asphyxiation and strangulation,Asphyxiation/strangulat,
+9948,Electrocution and nonfatal effects of electric current,Effects electric current,
+9949,Other effects of external causes,Effect external caus NEC,
+9950,Other anaphylactic reaction,Other anaphylactic react,
+9951,"Angioneurotic edema, not elsewhere classified",Angioneurotic edema,
+99520,"Unspecified adverse effect of unspecified drug, medicinal and biological substance",Adv eff med/biol sub NOS,
+99521,Arthus phenomenon,Arthus phenomenon,
+99522,Unspecified adverse effect of anesthesia,Adv eff anesthesia NOS,
+99523,Unspecified adverse effect of insulin,Adverse eff insulin NOS,
+99524,Failed moderate sedation during procedure,Fail mod sedate dur proc,
+99527,Other drug allergy,Drug allergy NEC,
+99529,"Unspecified adverse effect of other drug, medicinal and biological substance",Adv eff med/biol NEC/NOS,
+9953,"Allergy, unspecified, not elsewhere classified","Allergy, unspecified",
+9954,"Shock due to anesthesia, not elsewhere classified",Shock due to anesthesia,
+99550,"Child abuse, unspecified",Child abuse NOS,
+99551,Child emotional/psychological abuse,Child emotnl/psych abuse,
+99552,Child neglect (nutritional),Child neglect-nutrition,
+99553,Child sexual abuse,Child sexual abuse,
+99554,Child physical abuse,Child physical abuse,
+99555,Shaken baby syndrome,Shaken infant syndrome,
+99559,Other child abuse and neglect,Child abuse/neglect NEC,
+99560,Anaphylactic reaction due to unspecified food,Anphylct react food NOS,
+99561,Anaphylactic reaction due to peanuts,Anphylct react peanuts,
+99562,Anaphylactic reaction due to crustaceans,Anphylct react crstacns,
+99563,Anaphylactic reaction due to fruits and vegetables,Anphylct react frts veg,
+99564,Anaphylactic reaction due to tree nuts and seeds,Anphyl react tr nts seed,
+99565,Anaphylactic reaction due to fish,Anphylct reaction fish,
+99566,Anaphylactic reaction due to food additives,Anphylct react food addv,
+99567,Anaphylactic reaction due to milk products,Anphylct react milk prod,
+99568,Anaphylactic reaction due to eggs,Anphylct reaction eggs,
+99569,Anaphylactic reaction due to other specified food,Anphyl react oth sp food,
+9957,"Other adverse food reactions, not elsewhere classified",Adverse food react NEC,
+99580,"Adult maltreatment, unspecified",Adult maltreatment NOS,
+99581,Adult physical abuse,Adult physical abuse,
+99582,Adult emotional/psychological abuse,Adult emotnl/psych abuse,
+99583,Adult sexual abuse,Adult sexual abuse,
+99584,Adult neglect (nutritional),Adult neglect-nutrition,
+99585,Other adult abuse and neglect,Oth adult abuse/neglect,
+99586,Malignant hyperthermia,Malignant hyperthermia,
+99589,"Other specified adverse effects, not elsewhere classified",Adverse effect NEC,
+99590,"Systemic inflammatory response syndrome, unspecified","SIRS, NOS",
+99591,Sepsis,Sepsis,
+99592,Severe sepsis,Severe sepsis,
+99593,Systemic inflammatory response syndrome due to noninfectious process without acute organ dysfunction,SIRS-noninf w/o ac or ds,
+99594,Systemic inflammatory response syndrome due to noninfectious process with acute organ dysfunction,SIRS-noninf w ac org dys,
+99600,"Mechanical complication of unspecified cardiac device, implant, and graft",Malfunc card dev/grf NOS,
+99601,Mechanical complication due to cardiac pacemaker (electrode),Malfunc cardiac pacemake,
+99602,Mechanical complication due to heart valve prosthesis,Malfunc prosth hrt valve,
+99603,Mechanical complication due to coronary bypass graft,Malfunc coron bypass grf,
+99604,Mechanical complication of automatic implantable cardiac defibrillator,Mch cmp autm mplnt dfbrl,
+99609,"Other mechanical complication of cardiac device, implant, and graft",Malfunc card dev/grf NEC,
+9961,"Mechanical complication of other vascular device, implant, and graft",Malfunc vasc device/graf,
+9962,"Mechanical complication of nervous system device, implant, and graft",Malfun neuro device/graf,
+99630,"Mechanical complication of unspecified genitourinary device, implant, and graft",Malfunc gu dev/graft NOS,
+99631,Mechanical complication due to urethral (indwelling) catheter,Malfunc urethral cath,
+99632,Mechanical complication due to intrauterine contraceptive device,Malfunction iud,
+99639,"Other mechanical complication of genitourinary device, implant, and graft",Malfunc gu dev/graft NEC,
+99640,"Unspecified mechanical complication of internal orthopedic device, implant, and graft",Cmp int orth dev/gft NOS,
+99641,Mechanical loosening of prosthetic joint,Mech loosening pros jt,
+99642,Dislocation of prosthetic joint,Dislocate prosthetic jt,
+99643,Broken prosthetic joint implant,Broke prosthtc jt implnt,
+99644,Peri-prosthetic fracture around prosthetic joint,Periprosthetc fx-pros jt,
+99645,Peri-prosthetic osteolysis,Periprosthetc osteolysis,
+99646,Articular bearing surface wear of prosthetic joint,Articular wear prosth jt,
+99647,Other mechanical complication of prosthetic joint implant,Mech com pros jt implant,
+99649,"Other mechanical complication of other internal orthopedic device, implant, and graft",Mech com orth dev NEC,
+99651,Mechanical complication due to corneal graft,Corneal grft malfunction,
+99652,"Mechanical complication due to graft of other tissue, not elsewhere classified",Oth tissue graft malfunc,
+99653,Mechanical complication due to ocular lens prosthesis,Lens prosthesis malfunc,
+99654,Mechanical complication due to breast prosthesis,Breast prosth malfunc,
+99655,Mechanical complication due to artificial skin graft and decellularized allodermis,Comp-artificial skin grf,
+99656,Mechanical complication due to peritoneal dialysis catheter,Comp-periton dialys cath,
+99657,Mechanical complication due to insulin pump,Complcation-insulin pump,
+99659,"Mechanical complication due to other implant and internal device, not elsewhere classified",Malfunc oth device/graft,
+99660,"Infection and inflammatory reaction due to unspecified device, implant, and graft",Reaction-unsp devic/grft,
+99661,"Infection and inflammatory reaction due to cardiac device, implant, and graft",React-cardiac dev/graft,
+99662,"Infection and inflammatory reaction due to other vascular device, implant, and graft",React-oth vasc dev/graft,
+99663,"Infection and inflammatory reaction due to nervous system device, implant, and graft",React-nerv sys dev/graft,
+99664,Infection and inflammatory reaction due to indwelling urinary catheter,React-indwell urin cath,
+99665,"Infection and inflammatory reaction due to other genitourinary device, implant, and graft",React-oth genitourin dev,
+99666,Infection and inflammatory reaction due to internal joint prosthesis,React-inter joint prost,
+99667,"Infection and inflammatory reaction due to other internal orthopedic device, implant, and graft",React-oth int ortho dev,
+99668,Infection and inflammatory reaction due to peritoneal dialysis catheter,React-periton dialy cath,
+99669,"Infection and inflammatory reaction due to other internal prosthetic device, implant, and graft",React-int pros devic NEC,
+99670,"Other complications due to unspecified device, implant, and graft",Comp-unsp device/graft,
+99671,Other complications due to heart valve prosthesis,Comp-heart valve prosth,
+99672,"Other complications due to other cardiac device, implant, and graft",Comp-oth cardiac device,
+99673,"Other complications due to renal dialysis device, implant, and graft",Comp-ren dialys dev/grft,
+99674,"Other complications due to other vascular device, implant, and graft",Comp-oth vasc dev/graft,
+99675,"Other complications due to nervous system device, implant, and graft",Comp-nerv sys dev/graft,
+99676,"Other complications due to genitourinary device, implant, and graft",Comp-genitourin dev/grft,
+99677,Other complications due to internal joint prosthesis,Comp-internal joint pros,
+99678,"Other complications due to other internal orthopedic device, implant, and graft",Comp-oth int ortho devic,
+99679,"Other complications due to other internal prosthetic device, implant, and graft",Comp-int prost devic NEC,
+99680,"Complications of transplanted organ, unspecified",Comp organ transplnt NOS,
+99681,Complications of transplanted kidney,Compl kidney transplant,
+99682,Complications of transplanted liver,Compl liver transplant,
+99683,Complications of transplanted heart,Compl heart transplant,
+99684,Complications of transplanted lung,Compl lung transplant,
+99685,Complications of transplanted bone marrow,Compl marrow transplant,
+99686,Complications of transplanted pancreas,Compl pancreas transplnt,
+99687,Complications of transplanted intestine,Comp intestine transplnt,
+99688,"Complications of transplanted organ, stem cell",Comp tp organ-stem cell,
+99689,Complications of other specified transplanted organ,Comp oth organ transplnt,
+99690,Complications of unspecified reattached extremity,Comp reattach extrem NOS,
+99691,Complications of reattached forearm,Compl reattached forearm,
+99692,Complications of reattached hand,Compl reattached hand,
+99693,Complications of reattached finger(s),Compl reattached finger,
+99694,"Complications of reattached upper extremity, other and unspecified",Compl reattached arm NEC,
+99695,Complication of reattached foot and toe(s),Compl reattached foot,
+99696,"Complication of reattached lower extremity, other and unspecified",Compl reattached leg NEC,
+99699,Complication of other specified reattached body part,Compl reattach part NEC,
+99700,"Nervous system complication, unspecified",Nervous syst complc NOS,
+99701,Central nervous system complication,Surg complication - cns,
+99702,Iatrogenic cerebrovascular infarction or hemorrhage,Iatrogen CV infarc/hmrhg,
+99709,Other nervous system complications,Surg comp nerv systm NEC,
+9971,"Cardiac complications, not elsewhere classified",Surg compl-heart,
+9972,"Peripheral vascular complications, not elsewhere classified",Surg comp-peri vasc syst,
+99731,Ventilator associated pneumonia,Ventltr assoc pneumonia,
+99732,Postprocedural aspiration pneumonia,Postproc aspiration pneu,
+99739,Other respiratory complications,Respiratory comp NEC,
+99741,Retained cholelithiasis following cholecystectomy,Ret cholelh fol cholecys,
+99749,Other digestive system complications,Oth digestv system comp,
+9975,"Urinary complications, not elsewhere classified",Surg compl-urinary tract,
+99760,Unspecified complication of amputation stump,Amputat stump compl NOS,
+99761,Neuroma of amputation stump,Neuroma amputation stump,
+99762,Infection (chronic) of amputation stump,Infection amputat stump,
+99769,Other amputation stump complication,Amputat stump compl NEC,
+99771,Vascular complications of mesenteric artery,Vasc comp mesenteric art,
+99772,Vascular complications of renal artery,Vasc comp renal artery,
+99779,Vascular complications of other vessels,Vascular comp vessel NEC,
+99791,"Complications affecting other specified body systems, not elsewhere classified, hypertension",Surg comp - hypertension,
+99799,"Complications affecting other specified body systems, not elsewhere classified",Surg compl-body syst NEC,
+99800,"Postoperative shock, unspecified","Postoperative shock, NOS",
+99801,"Postoperative shock, cardiogenic","Postop shock,cardiogenic",
+99802,"Postoperative shock, septic","Postop shock, septic",
+99809,"Postoperative shock, other","Postop shock, other",
+99811,Hemorrhage complicating a procedure,Hemorrhage complic proc,
+99812,Hematoma complicating a procedure,Hematoma complic proc,
+99813,Seroma complicating a procedure,Seroma complicting proc,
+9982,"Accidental puncture or laceration during a procedure, not elsewhere classified",Accidental op laceration,
+99830,"Disruption of wound, unspecified",Wound disruption NOS,
+99831,Disruption of internal operation (surgical) wound,Disrup internal op wound,
+99832,Disruption of external operation (surgical) wound,Disrup-external op wound,
+99833,Disruption of traumatic injury wound repair,Disrpt trauma wound repr,
+9984,Foreign body accidentally left during a procedure,FB left during procedure,
+99851,Infected postoperative seroma,Infected postop seroma,
+99859,Other postoperative infection,Other postop infection,
+9986,Persistent postoperative fistula,Persist postop fistula,
+9987,Acute reaction to foreign substance accidentally left during a procedure,Postop forgn subst react,
+99881,Emphysema (subcutaneous) (surgical) resulting from procedure,Emphysema rsult frm proc,
+99882,Cataract fragments in eye following cataract surgery,Ctrct frgmt frm ctr surg,
+99883,Non-healing surgical wound,Non-healing surgcl wound,
+99889,Other specified complications of procedures not elsewhere classified,Oth spcf cmplc procd NEC,
+9989,"Unspecified complication of procedure, not elsewhere classified",Surgical complicat NOS,
+9990,"Generalized vaccinia as a complication of medical care, not elsewhere classified",Generalized vaccinia,
+9991,"Air embolism as a complication of medical care, not elsewhere classified",Air embol comp med care,
+9992,"Other vascular complications of medical care, not elsewhere classified",Vasc comp med care NEC,
+99931,Other and unspecified infection due to central venous catheter,Oth/uns inf-cen ven cath,
+99932,Bloodstream infection due to central venous catheter,Blood inf dt cen ven cth,
+99933,Local infection due to central venous catheter,Lcl inf dt cen ven cth,
+99934,"Acute infection following transfusion, infusion, or injection of blood and blood products","Ac inf fol trans,inf bld",
+99939,"Infection following other infusion, injection, transfusion, or vaccination",Infect fol infus/inj/vac,
+99941,Anaphylactic reaction due to administration of blood and blood products,Anaphyl d/t adm bld/prod,
+99942,Anaphylactic reaction due to vaccination,Anaphyl react d/t vaccin,
+99949,Anaphylactic reaction due to other serum,Anaph react d/t ot serum,
+99951,Other serum reaction due to administration of blood and blood products,Ot serum react d/t blood,
+99952,Other serum reaction due to vaccination,Ot serum react d/t vacc,
+99959,Other serum reaction,Other serum reaction,
+99960,"ABO incompatibility reaction, unspecified",Abo incompat react NOS,
+99961,ABO incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Abo incomp/HTR NEC,
+99962,ABO incompatibility with acute hemolytic transfusion reaction,Abo incompat/acute HTR,
+99963,ABO incompatibility with delayed hemolytic transfusion reaction,Abo incompat/delay HTR,
+99969,Other ABO incompatibility reaction,Abo incompat reactn NEC,
+99970,"Rh incompatibility reaction, unspecified",Rh incompat reaction NOS,
+99971,Rh incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Rh incomp/HTR NEC,
+99972,Rh incompatibility with acute hemolytic transfusion reaction,Rh incompat/acute HTR,
+99973,Rh incompatibility with delayed hemolytic transfusion reaction,Rh incompat/delay HTR,
+99974,Other Rh incompatibility reaction,Rh incompat reaction NEC,
+99975,"Non-ABO incompatibility reaction, unspecified",Non-abo incomp react NOS,
+99976,Non-ABO incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Non-abo incomp/HTR NEC,
+99977,Non-ABO incompatibility with acute hemolytic transfusion reaction,Non-abo incomp/acute HTR,
+99978,Non-ABO incompatibility with delayed hemolytic transfusion reaction,Non-abo incomp/delay HTR,
+99979,Other non-ABO incompatibility reaction,Non-abo incomp react NEC,
+99980,"Transfusion reaction, unspecified",Transfusion reaction NOS,
+99981,Extravasation of vesicant chemotherapy,Extravstn vesicant chemo,
+99982,Extravasation of other vesicant agent,Extravasn vesicant NEC,
+99983,"Hemolytic transfusion reaction, incompatibility unspecified",Hemolytc trans react NOS,
+99984,"Acute hemolytic transfusion reaction, incompatibility unspecified",Acute HTR NOS,
+99985,"Delayed hemolytic transfusion reaction, incompatibility unspecified",Delayed HTR NOS,
+99988,Other infusion reaction,Infusion reaction NEC,
+99989,Other transfusion reaction,Transfusion reaction NEC,
+9999,"Other and unspecified complications of medical care, not elsewhere classified",Complic med care NEC/NOS,
+E0000,Civilian activity done for income or pay,Civilian activity-income,
+E0001,Military activity,Military activity,
+E0002,Volunteer activity,Volunteer activity,
+E0008,Other external cause status,Externl cause status NEC,
+E0009,Unspecified external cause status,Externl cause status NOS,
+E0010,"Activities involving walking, marching and hiking","Walking,marching,hiking",
+E0011,Activities involving running,Running,
+E0020,Activities involving swimming,Swimming,
+E0021,Activities involving springboard and platform diving,Springboard/platfrm dive,
+E0022,Activities involving water polo,Water polo,
+E0023,Activities involving water aerobics and water exercise,Water aerobics/exercise,
+E0024,Activities involving underwater diving and snorkeling,Underwater dive/snorkel,
+E0025,"Activities involving rowing, canoeing, kayaking, rafting and tubing","Row,canoe,kayk,raft,tube",
+E0026,Activities involving water skiing and wake boarding,Water ski/wake boarding,
+E0027,"Activities involving surfing, windsurfing and boogie boarding","Surf,windsrf,boogie brd",
+E0028,Activities involving water sliding,Water sliding,
+E0029,Other activity involving water and watercraft,Water/watercraft,
+E0030,Activities involving ice skating,Ice Skating,
+E0031,Activities involving ice hockey,Ice hockey,
+E0032,"Activities involving snow (alpine) (downhill) skiing, snow boarding, sledding, tobogganing and snow tubing","Ski,snow brd,sled,tobagn",
+E0033,Activities involving cross country skiing,Cross country skiing,
+E0039,Other activity involving ice and snow,Ice and snow,
+E0040,"Activities involving mountain climbing, rock climbing and wall climbing","Mountain,rock/wall climb",
+E0041,Activities involving rappelling,Rappelling,
+E0042,Activities involving BASE jumping,BASE jumping,
+E0043,Activities involving bungee jumping,Bungee jumping,
+E0044,Activities involving hang gliding,Hang gliding,
+E0049,"Other activity involving climbing, rappelling and jumping off","Climb,rappell,jump off",
+E0050,Activities involving dancing,Dancing,
+E0051,Activities involving yoga,Yoga,
+E0052,Activities involving gymnastics,Gymnastics,
+E0053,Activities involving trampoline,Trampoline,
+E0054,Activities involving cheerleading,Cheerleading,
+E0059,Other activity involving dancing and other rhythmic movements,"Dancing,rhythm movements",
+E0060,Activities involving roller skating (inline) and skateboarding,"Roller skate,skateboard",
+E0061,Activities involving horseback riding,Horseback riding,
+E0062,Activities involving golf,Golf,
+E0063,Activities involving bowling,Bowling,
+E0064,Activities involving bike riding,Bike riding,
+E0065,Activities involving jumping rope,Jumping rope,
+E0066,Activities involving non-running track and field events,Non-running track/field,
+E0069,Other activity involving other sports and athletics played individually,"Individ sports,athletics",
+E0070,Activities involving american tackle football,Tackle football,
+E0071,Activities involving american flag or touch football,Amer flag/touch football,
+E0072,Activities involving rugby,Rugby,
+E0073,Activities involving baseball,Baseball,
+E0074,Activities involving lacrosse and field hockey,"Lacrosse,field hockey",
+E0075,Activities involving soccer,Soccer,
+E0076,Activities involving basketball,Basketball,
+E0077,Activities involving volleyball (beach) (court),"Volleyball (beach,court)",
+E0078,"Activities involving physical games generally associated with school recess, summer camp and children","School recess,camp",
+E0079,Other activity involving other sports and athletes played as a team or group,"Team sports,athletes",
+E0080,Activities involving boxing,Boxing,
+E0081,Activities involving wrestling,Wrestling,
+E0082,Activities involving racquet and hand sports,Racquet/hand sports,
+E0083,Activities involving frisbee,Frisbee,
+E0084,Activities involving martial arts,Martial arts,
+E0089,Other specified sports and athletics activity,"Sports,athletics NEC",
+E0090,Activity involving exercise machines primarily for cardiorespiratory conditioning,Exercise mach(cardiorsp),
+E0091,Activity involving calisthenics,Calisthenics,
+E0092,Activity involving aerobic and step exercise,"Aerobic,step exercise",
+E0093,Activity involving circuit training,Circuit training,
+E0094,Activity involving obstacle course,Obstacle course,
+E0095,Activity involving grass drills,Grass drills,
+E0099,Other activity involving cardiorespiratory exercise,Cardioresp exercise NEC,
+E0100,Activity involving exercise machines primarily for muscle strengthening,Muscle strength mach,
+E0101,"Activity involving push-ups, pull-ups, sit-ups","Push-ups,pull-ups,sit-up",
+E0102,Activity involving free weights,Free weights,
+E0103,Activity involving pilates,Pilates,
+E0109,Other activity involving other muscle strengthening exercises,Muscle strength exer NEC,
+E0110,Activities involving computer keyboarding,Computer keyboarding,
+E0111,Activities involving hand held interactive electronic device,Handheld interac elec dv,
+E0119,Other activity involving computer technology and electronic devices,Computer tech NEC,
+E0120,Activities involving knitting and crocheting,Knitting & crocheting,
+E0121,Activities involving sewing,Sewing,
+E0122,Activities involving furniture building and finishing,Furniture build/finish,
+E0129,Activity involving other arts and handcrafts,Arts & handcrafts NEC,
+E0130,Activities involving personal bathing and showering,Personal bathing/shower,
+E0131,Activities involving laundry,Laundry,
+E0132,Activities involving vacuuming,Vacuuming,
+E0133,Activities involving ironing,Ironing,
+E0134,Activities involving floor mopping and cleaning,Floor mopping/cleaning,
+E0135,Activities involving residential relocation,Residential relocation,
+E0138,Other personal hygiene activity,Personal hygiene NEC,
+E0139,Other household maintenance,Househld maintenance NEC,
+E0140,Caregiving involving bathing,Caregiving-bathing,
+E0141,Caregiving involving lifting,Caregiving-lifting,
+E0149,Other activity involving person providing caregiving,Caregiving NEC,
+E0150,Activities involving food preparation and clean up,Food prep & cleanup,
+E0151,Activities involving grilling and smoking food,Grilling & smoking food,
+E0152,Activities involving cooking and baking,Cooking & baking,
+E0159,Other activity involving cooking and grilling,Cooking & grilling NEC,
+E0160,"Activities involving digging, shoveling and raking","Digging,shovel,rake",
+E0161,Activities involving gardening and landscaping,Gardening/landscaping,
+E0162,Activities involving building and construction,Building & construction,
+E0169,"Other activity involving property and land maintenance, building and construction",Land maintain/cnstrt NEC,
+E0170,Roller coaster riding,Roller coaster riding,
+E0179,Other activity involving external motion,External motion NEC,
+E0180,Activities involving piano playing,Piano playing,
+E0181,Activities involving drum and other percussion instrument playing,Drum/percussion playing,
+E0182,Activities involving string instrument playing,String instrument play,
+E0183,Activities involving winds and brass instrument playing,Winds/brass instru play,
+E0190,Activities involving walking an animal,Walking an animal,
+E0191,Activities involving milking an animal,Milking an animal,
+E0192,Activities involving grooming and shearing an animal,Groom/shearing animal,
+E0199,Other activity involving animal care,Animal care NEC,
+E0290,Refereeing a sports activity,Refereeing sports,
+E0291,Spectator at an event,Spectator at event,
+E0292,Rough housing and horseplay,Rough housing/horseplay,
+E0299,Other activity,Activity NEC,
+E030,Unspecified activity,Activity NOS,
+E8000,Railway accident involving collision with rolling stock and injuring railway employee,RR collision NOS-employ,
+E8001,Railway accident involving collision with rolling stock and injuring passenger on railway,RR coll NOS-passenger,
+E8002,Railway accident involving collision with rolling stock and injuring pedestrian,RR coll NOS-pedestrian,
+E8003,Railway accident involving collision with rolling stock and injuring pedal cyclist,RR coll NOS-ped cyclist,
+E8008,Railway accident involving collision with rolling stock and injuring other specified person,RR coll NOS-person NEC,
+E8009,Railway accident involving collision with rolling stock and injuring unspecified person,RR coll NOS-person NOS,
+E8010,Railway accident involving collision with other object and injuring railway employee,RR coll w oth obj-employ,
+E8011,Railway accident involving collision with other object and injuring passenger on railway,RR coll w oth obj-pasngr,
+E8012,Railway accident involving collision with other object and injuring pedestrian,RR coll w oth obj-pedest,
+E8013,Railway accident involving collision with other object and injuring pedal cyclist,RR coll w oth obj-cycl,
+E8018,Railway accident involving collision with other object and injuring other specified person,RR col w oth obj-per NEC,
+E8019,Railway accident involving collision with other object and injuring unspecified person,RR col w oth obj-per NOS,
+E8020,Railway accident involving derailment without antecedent collision injuring railway employee,RR acc w derail-employee,
+E8021,Railway accident involving derailment without antecedent collision injuring passenger on railway,RR acc w derail-passeng,
+E8022,Railway accident involving derailment without antecedent collision injuring pedestrian,RR acc w derail-pedest,
+E8023,Railway accident involving derailment without antecedent collision injuring pedal cyclist,RR acc w derail-ped cycl,
+E8028,Railway accident involving derailment without antecedent collision injuring other specified person,RR acc w derail-pers NEC,
+E8029,Railway accident involving derailment without antecedent collision injuring unspecified person,RR acc w derail-pers NOS,
+E8030,"Railway accident involving explosion, fire, or burning injuring railway employee",RR acc w explosion-empl,
+E8031,"Railway accident involving explosion, fire, or burning injuring passenger on railway",RR acc w explos-pasngr,
+E8032,"Railway accident involving explosion, fire, or burning injuring pedestrian",RR acc w explos-pedest,
+E8033,"Railway accident involving explosion, fire, or burning injuring pedal cyclist",RR acc w explos-ped cycl,
+E8038,"Railway accident involving explosion, fire, or burning injuring other specified person",RR acc w explos-pers NEC,
+E8039,"Railway accident involving explosion, fire, or burning injuring unspecified person",RR acc w explos-pers NOS,
+E8040,"Fall in, on, or from railway train injuring railway employee",Fall on/from train-empl,
+E8041,"Fall in, on, or from railway train injuring passenger on railway",Fall from train-passengr,
+E8042,"Fall in, on, or from railway train injuring pedestrian",Fall from train-pedest,
+E8043,"Fall in, on, or from railway train injuring pedal cyclist",Fall from train-ped cycl,
+E8048,"Fall in, on, or from railway train injuring other specified person",Fall from train-pers NEC,
+E8049,"Fall in, on, or from railway train injuring unspecified person",Fall from train-pers NOS,
+E8050,Railway employee hit by rolling stock,Hit by train-employee,
+E8051,Passenger on railway hit by rolling stock,Hit by train-passenger,
+E8052,Pedestrian hit by rolling stock,Hit by train-pedestrian,
+E8053,Pedal cyclist hit by rolling stock,Hit by train-ped cyclist,
+E8058,Other specified person hit by rolling stock,Hit by train-person NEC,
+E8059,Unspecified person hit by rolling stock,Hit by train-person NOS,
+E8060,Other specified railway accident injuring railway employee,RR acc NEC-employee,
+E8061,Other specified railway accident injuring passenger on railway,RR acc NEC-passenger,
+E8062,Other specified railway accident injuring pedestrian,RR acc NEC-pedestrian,
+E8063,Other specified railway accident injuring pedal cyclist,RR acc NEC-ped cyclist,
+E8068,Other specified railway accident injuring other specified person,RR acc NEC-person NEC,
+E8069,Other specified railway accident injuring unspecified person,RR acc NEC-person NOS,
+E8070,Railway accident of unspecified nature injuring railway employee,RR accident NOS-employee,
+E8071,Railway accident of unspecified nature injuring passenger on railway,RR acc NOS-passenger,
+E8072,Railway accident of unspecified nature injuring pedestrian,RR acc NOS-pedestrian,
+E8073,Railway accident of unspecified nature injuring pedal cyclist,RR acc NOS-ped cyclist,
+E8078,Railway accident of unspecified nature injuring other specified person,RR acc NOS-person NEC,
+E8079,Railway accident of unspecified nature injuring unspecified person,RR acc NOS-person NOS,
+E8100,Motor vehicle traffic accident involving collision with train injuring driver of motor vehicle other than motorcycle,Mv-train coll-driver,
+E8101,Motor vehicle traffic accident involving collision with train injuring passenger in motor vehicle other than motorcycle,Mv-train coll-pasngr,
+E8102,Motor vehicle traffic accident involving collision with train injuring motorcyclist,Mv-train coll-motorcycl,
+E8103,Motor vehicle traffic accident involving collision with train injuring passenger on motorcycle,Mv-train coll-mcycl psgr,
+E8104,Motor vehicle traffic accident involving collision with train injuring occupant of streetcar,Mv-train coll-st car,
+E8105,Motor vehicle traffic accident involving collision with train injuring rider of animal; occupant of animal-drawn vehicle,Mv-train coll-anim rid,
+E8106,Motor vehicle traffic accident involving collision with train injuring pedal cyclist,Mv-train coll-ped cycl,
+E8107,Motor vehicle traffic accident involving collision with train injuring pedestrian,Mv-train coll-pedest,
+E8108,Motor vehicle traffic accident involving collision with train injuring other specified person,Mv-train coll-pers NEC,
+E8109,Motor vehicle traffic accident involving collision with train injuring unspecified person,Mv-train coll-pers NOS,
+E8110,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring driver of motor vehicle other than motorcycle,Reentrant mv coll-driver,
+E8111,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring passenger in motor vehicle other than motorcycle,Reentrant mv coll-pasngr,
+E8112,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring motorcyclist,Reentrant coll-motcycl,
+E8113,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring passenger on motorcycle,Reentrant coll-mcyc psgr,
+E8114,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring occupant of streetcar,Reentrant coll-st car,
+E8115,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Reentrant coll-anim rid,
+E8116,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring pedal cyclist,Reentrant coll-ped cycl,
+E8117,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring pedestrian,Reentrant coll-pedest,
+E8118,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring other specified person,Reentrant coll-pers NEC,
+E8119,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring unspecified person,Reentrant coll-pers NOS,
+E8120,Other motor vehicle traffic accident involving collision with motor vehicle injuring driver of motor vehicle other than motorcycle,Mv collision NOS-driver,
+E8121,Other motor vehicle traffic accident involving collision with motor vehicle injuring passenger in motor vehicle other than motorcycle,Mv collision NOS-pasngr,
+E8122,Other motor vehicle traffic accident involving collision with motor vehicle injuring motorcyclist,Mv collis NOS-motorcycl,
+E8123,Other motor vehicle traffic accident involving collision with motor vehicle injuring passenger on motorcycle,Mv coll NOS-mcycl psngr,
+E8124,Other motor vehicle traffic accident involving collision with motor vehicle injuring occupant of streetcar,Mv collision NOS-st car,
+E8125,Other motor vehicle traffic accident involving collision with motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Mv coll NOS-anim rid,
+E8126,Other motor vehicle traffic accident involving collision with motor vehicle injuring pedal cyclist,Mv coll NOS-ped cycl,
+E8127,Other motor vehicle traffic accident involving collision with motor vehicle injuring pedestrian,Mv collision NOS-pedest,
+E8128,Other motor vehicle traffic accident involving collision with motor vehicle injuring other specified person,Mv collis NOS-pers NEC,
+E8129,Other motor vehicle traffic accident involving collision with motor vehicle injuring unspecified person,Mv collis NOS-pers NOS,
+E8130,Motor vehicle traffic accident involving collision with other vehicle injuring driver of motor vehicle other than motorcycle,Mv-oth veh coll-driver,
+E8131,Motor vehicle traffic accident involving collision with other vehicle injuring passenger in motor vehicle other than motorcycle,Mv-oth veh coll-pasngr,
+E8132,Motor vehicle traffic accident involving collision with other vehicle injuring motorcyclist,Mv-oth veh coll-motcycl,
+E8133,Motor vehicle traffic accident involving collision with other vehicle injuring passenger on motorcycle,Mv-oth veh coll-mcyc psg,
+E8134,Motor vehicle traffic accident involving collision with other vehicle injuring occupant of streetcar,Mv-oth veh coll-st car,
+E8135,Motor vehicle traffic accident involving collision with other vehicle injuring rider of animal; occupant of animal-drawn vehicle,Mv-oth veh coll-anim rid,
+E8136,Motor vehicle traffic accident involving collision with other vehicle injuring pedal cyclist,Mv-oth veh coll-ped cycl,
+E8137,Motor vehicle traffic accident involving collision with other vehicle injuring pedestrian,Mv-oth veh coll-pedest,
+E8138,Motor vehicle traffic accident involving collision with other vehicle injuring other specified person,Mv-oth veh coll-pers NEC,
+E8139,Motor vehicle traffic accident involving collision with other vehicle injuring unspecified person,Mv-oth veh coll-pers NOS,
+E8140,Motor vehicle traffic accident involving collision with pedestrian injuring driver of motor vehicle other than motorcycle,Mv coll w pedest-driver,
+E8141,Motor vehicle traffic accident involving collision with pedestrian injuring passenger in motor vehicle other than motorcycle,Mv coll w pedest-pasngr,
+E8142,Motor vehicle traffic accident involving collision with pedestrian injuring motorcyclist,Mv coll w pedest-motcycl,
+E8143,Motor vehicle traffic accident involving collision with pedestrian injuring passenger on motorcycle,Mv coll w ped-mcycl psgr,
+E8144,Motor vehicle traffic accident involving collision with pedestrian injuring occupant of streetcar,Mv coll w pedest-st car,
+E8145,Motor vehicle traffic accident involving collision with pedestrian injuring rider of animal; occupant of animal drawn vehicle,Mv coll w ped-anim rid,
+E8146,Motor vehicle traffic accident involving collision with pedestrian injuring pedal cyclist,Mv coll w ped-ped cycl,
+E8147,Motor vehicle traffic accident involving collision with pedestrian injuring pedestrian,Mv coll w pedest-pedest,
+E8148,Motor vehicle traffic accident involving collision with pedestrian injuring other specified person,Mv coll w pedes-pers NEC,
+E8149,Motor vehicle traffic accident involving collision with pedestrian injuring unspecified person,Mv coll w pedes-pers NOS,
+E8150,Other motor vehicle traffic accident involving collision on the highway injuring driver of motor vehicle other than motorcycle,Mv coll w oth obj-driver,
+E8151,Other motor vehicle traffic accident involving collision on the highway injuring passenger in motor vehicle other than motorcycle,Mv coll w oth obj-pasngr,
+E8152,Other motor vehicle traffic accident involving collision on the highway injuring motorcyclist,Mv coll w oth obj-mocycl,
+E8153,Other motor vehicle traffic accident involving collision on the highway injuring passenger on motorcycle,Mv coll w obj-mcycl psgr,
+E8154,Other motor vehicle traffic accident involving collision on the highway injuring occupant of streetcar,Mv coll w obj-st car,
+E8155,Other motor vehicle traffic accident involving collision on the highway injuring rider of animal; occupant of animal-drawn vehicle,Mv coll w obj-anim rider,
+E8156,Other motor vehicle traffic accident involving collision on the highway injuring pedal cyclist,Mv coll w obj-ped cycl,
+E8157,Other motor vehicle traffic accident involving collision on the highway injuring pedestrian,Mv coll w obj-pedest,
+E8158,Other motor vehicle traffic accident involving collision on the highway injuring other specified person,Mv coll w obj-pers NEC,
+E8159,Other motor vehicle traffic accident involving collision on the highway injuring unspecified person,Mv coll w obj-pers NOS,
+E8160,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring driver of motor vehicle other than motorcycle",Loss control mv acc-driv,
+E8161,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring passenger in motor vehicle other than motorcycle",Loss control mv acc-psgr,
+E8162,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring motorcyclist",Loss control mv-mocycl,
+E8163,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring passenger on motorcycle",Loss control mv-mcyc psg,
+E8164,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring occupant of streetcar",Loss cont mv acc-st car,
+E8165,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring rider of animal; occupant of animal-drawn vehicle",Loss cont mv-anim rider,
+E8166,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring pedal cyclist",Loss control mv-ped cycl,
+E8167,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring pedestrian",Loss control mv-pedest,
+E8168,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring other specified person",Loss control mv-pers NEC,
+E8169,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring unspecified person",Loss control mv-pers NOS,
+E8170,Noncollision motor vehicle traffic accident while boarding or alighting injuring driver of motor vehicle other than motorcycle,Mv acc board/alight-driv,
+E8171,Noncollision motor vehicle traffic accident while boarding or alighting injuring passenger in motor vehicle other than motorcycle,Mv acc board/alight-psgr,
+E8172,Noncollision motor vehicle traffic accident while boarding or alighting injuring motorcyclist,Mv board/alight-motcycl,
+E8173,Noncollision motor vehicle traffic accident while boarding or alighting injuring passenger on motorcycle,Mv brd/alight-mcycl psgr,
+E8174,Noncollision motor vehicle traffic accident while boarding or alighting injuring occupant of streetcar,Mv acc brd/alight-st car,
+E8175,Noncollision motor vehicle traffic accident while boarding or alighting injuring rider of animal; occupant of animal-drawn vehicle,Mv brd/alight-anim rider,
+E8176,Noncollision motor vehicle traffic accident while boarding or alighting injuring pedal cyclist,Mv brd/alight-ped cycl,
+E8177,Noncollision motor vehicle traffic accident while boarding or alighting injuring pedestrian,Mv brd/alight-pedestrian,
+E8178,Noncollision motor vehicle traffic accident while boarding or alighting injuring other specified person,Mv board/alight-pers NEC,
+E8179,Noncollision motor vehicle traffic accident while boarding or alighting injuring unspecified person,Mv board/alight-pers NOS,
+E8180,Other noncollision motor vehicle traffic accident injuring driver of motor vehicle other than motorcycle,Mv traff acc NEC-driver,
+E8181,Other noncollision motor vehicle traffic accident injuring passenger in motor vehicle other than motorcycle,Mv traff acc NEC-pasngr,
+E8182,Other noncollision motor vehicle traffic accident injuring motorcyclist,Mv traff acc NEC-mocycl,
+E8183,Other noncollision motor vehicle traffic accident injuring passenger on motorcycle,Mv traff acc-mcycl psgr,
+E8184,Other noncollision motor vehicle traffic accident injuring occupant of streetcar,Mv traff acc NEC-st car,
+E8185,Other noncollision motor vehicle traffic accident injuring rider of animal; occupant of animal-drawn vehicle,Mv traff acc-anim rider,
+E8186,Other noncollision motor vehicle traffic accident injuring pedal cyclist,Mv traff acc-ped cyc,
+E8187,Other noncollision motor vehicle traffic accident injuring pedestrian,Mv traff acc NEC-pedest,
+E8188,Other noncollision motor vehicle traffic accident injuring other specified person,Mv traff acc-pers NEC,
+E8189,Other noncollision motor vehicle traffic accident injuring unspecified person,Mv traff acc-pers NOS,
+E8190,Motor vehicle traffic accident of unspecified nature injuring driver of motor vehicle other than motorcycle,Traffic acc NOS-driver,
+E8191,Motor vehicle traffic accident of unspecified nature injuring passenger in motor vehicle other than motorcycle,Traffic acc NOS-pasngr,
+E8192,Motor vehicle traffic accident of unspecified nature injuring motorcyclist,Traffic acc NOS-motcycl,
+E8193,Motor vehicle traffic accident of unspecified nature injuring passenger on motorcycle,Traff acc NOS-mcycl psgr,
+E8194,Motor vehicle traffic accident of unspecified nature injuring occupant of streetcar,Traffic acc NOS-st car,
+E8195,Motor vehicle traffic accident of unspecified nature injuring rider of animal; occupant of animal-drawn vehicle,Traff acc NOS-anim rider,
+E8196,Motor vehicle traffic accident of unspecified nature injuring pedal cyclist,Traffic acc NOS-ped cycl,
+E8197,Motor vehicle traffic accident of unspecified nature injuring pedestrian,Traffic acc NOS-pedest,
+E8198,Motor vehicle traffic accident of unspecified nature injuring other specified person,Traffic acc NOS-pers NEC,
+E8199,Motor vehicle traffic accident of unspecified nature injuring unspecified person,Traffic acc NOS-pers NOS,
+E8200,Nontraffic accident involving motor-driven snow vehicle injuring driver of motor vehicle other than motorcycle,Snow veh acc-driver,
+E8201,Nontraffic accident involving motor-driven snow vehicle injuring passenger in motor vehicle other than motorcycle,Snow veh acc-pasngr,
+E8202,Nontraffic accident involving motor-driven snow vehicle injuring motorcyclist,Snow veh acc-motorcycl,
+E8203,Nontraffic accident involving motor-driven snow vehicle injuring passenger on motorcycle,Snow veh acc-mcycl psgr,
+E8204,Nontraffic accident involving motor-driven snow vehicle injuring occupant of streetcar,Snow veh acc-st car,
+E8205,Nontraffic accident involving motor-driven snow vehicle injuring rider of animal; occupant of animal-drawn vehicle,Snow veh acc-anim rider,
+E8206,Nontraffic accident involving motor-driven snow vehicle injuring pedal cyclist,Snow veh acc-ped cycl,
+E8207,Nontraffic accident involving motor-driven snow vehicle injuring pedestrian,Snow veh acc-pedest,
+E8208,Nontraffic accident involving motor-driven snow vehicle injuring other specified person,Snow veh acc-pers NEC,
+E8209,Nontraffic accident involving motor-driven snow vehicle injuring unspecified person,Snow veh acc-pers NOS,
+E8210,Nontraffic accident involving other off-road motor vehicle injuring driver of motor vehicle other than motorcycle,Oth off-road mv acc-driv,
+E8211,Nontraffic accident involving other off-road motor vehicle injuring passenger in motor vehicle other than motorcycle,Oth off-road mv acc-psgr,
+E8212,Nontraffic accident involving other off-road motor vehicle injuring motorcyclist,Oth off-road mv-mocycl,
+E8213,Nontraffic accident involving other off-road motor vehicle injuring passenger on motorcycle,Oth off-road mv-mcyc psg,
+E8214,Nontraffic accident involving other off-road motor vehicle injuring occupant of streetcar,Oth off-road mv-st car,
+E8215,Nontraffic accident involving other off-road motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Oth off-road mv-anim rid,
+E8216,Nontraffic accident involving other off-road motor vehicle injuring pedal cyclist,Oth off-road mv-ped cycl,
+E8217,Nontraffic accident involving other off-road motor vehicle injuring pedestrian,Oth off-road mv-pedest,
+E8218,Nontraffic accident involving other off-road motor vehicle injuring other specified person,Oth off-road mv-pers NEC,
+E8219,Nontraffic accident involving other off-road motor vehicle injuring unspecified person,Oth off-road mv-pers NOS,
+E8220,Other motor vehicle nontraffic accident involving collision with moving object injuring driver of motor vehicle other than motorcycle,Oth coll w mov obj-driv,
+E8221,Other motor vehicle nontraffic accident involving collision with moving object injuring passenger in motor vehicle other than motorcycle,Oth coll w mov obj-psgr,
+E8222,Other motor vehicle nontraffic accident involving collision with moving object injuring motorcyclist,Oth coll mov obj-mocycl,
+E8223,Other motor vehicle nontraffic accident involving collision with moving object injuring passenger on motorcycle,Oth coll mov obj-cyc psg,
+E8224,Other motor vehicle nontraffic accident involving collision with moving object injuring occupant of streetcar,Oth coll mov obj-st car,
+E8225,Other motor vehicle nontraffic accident involving collision with moving object injuring rider of animal; occupant of animal-drawn vehicle,Oth coll mov obj-rider,
+E8226,Other motor vehicle nontraffic accident involving collision with moving object injuring pedal cyclist,Oth coll mov obj-ped cyc,
+E8227,Other motor vehicle nontraffic accident involving collision with moving object injuring pedestrian,Oth coll mov obj-pedest,
+E8228,Other motor vehicle nontraffic accident involving collision with moving object injuring other specified person,Oth coll mov obj-per NEC,
+E8229,Other motor vehicle nontraffic accident involving collision with moving object injuring unspecified person,Oth coll mov obj-per NOS,
+E8230,Other motor vehicle nontraffic accident involving collision with stationary object injuring driver of motor vehicle other than motorcycle,Oth coll stndng obj-driv,
+E8231,Other motor vehicle nontraffic accident involving collision with stationary object injuring passenger in motor vehicle other than motorcycle,Oth coll stndng obj-psgr,
+E8232,Other motor vehicle nontraffic accident involving collision with stationary object injuring motorcyclist,Oth coll stnd obj-mocycl,
+E8233,Other motor vehicle nontraffic accident involving collision with stationary object injuring passenger on motorcycle,Oth coll stn obj-cyc psg,
+E8234,Other motor vehicle nontraffic accident involving collision with stationary object injuring occupant of streetcar,Oth coll stnd obj-st car,
+E8235,Other motor vehicle nontraffic accident involving collision with stationary object injuring rider of animal; occupant of animal-drawn vehicle,Oth coll stnd obj-rider,
+E8236,Other motor vehicle nontraffic accident involving collision with stationary object injuring pedal cyclist,Oth coll stn obj-ped cyc,
+E8237,Other motor vehicle nontraffic accident involving collision with stationary object injuring pedestrian,Oth coll stnd obj-pedest,
+E8238,Other motor vehicle nontraffic accident involving collision with stationary object injuring other specified person,Oth coll stn obj-per NEC,
+E8239,Other motor vehicle nontraffic accident involving collision with stationary object injuring unspecified person,Oth col-stnd-obj-per NOS,
+E8240,Other motor vehicle nontraffic accident while boarding and alighting injuring driver of motor vehicle other than motorcycle,N-traf board/alight-driv,
+E8241,Other motor vehicle nontraffic accident while boarding and alighting injuring passenger in motor vehicle other than motorcycle,N-traf board/alight-psgr,
+E8242,Other motor vehicle nontraffic accident while boarding and alighting injuring motorcyclist,N-traf brd/alight-mocycl,
+E8243,Other motor vehicle nontraffic accident while boarding and alighting injuring passenger on motorcycle,N-traf brd/alit-mcyc psg,
+E8244,Other motor vehicle nontraffic accident while boarding and alighting injuring occupant of streetcar,N-traf brd/alit-st car,
+E8245,Other motor vehicle nontraffic accident while boarding and alighting injuring rider of animal; occupant of animal-drawn vehicle,N-traf brd/alit-anim rid,
+E8246,Other motor vehicle nontraffic accident while boarding and alighting injuring pedal cyclist,N-traf brd/alit-ped cycl,
+E8247,Other motor vehicle nontraffic accident while boarding and alighting injuring pedestrian,N-traf brd/alit-pedest,
+E8248,Other motor vehicle nontraffic accident while boarding and alighting injuring other specified person,N-traf brd/alit-pers NEC,
+E8249,Other motor vehicle nontraffic accident while boarding and alighting injuring unspecified person,N-traf brd/alit-pers NOS,
+E8250,Other motor vehicle nontraffic accident of other and unspecified nature injuring driver of motor vehicle other than motorcycle,Mv n-traff acc NEC-driv,
+E8251,Other motor vehicle nontraffic accident of other and unspecified nature injuring passenger in motor vehicle other than motorcycle,Mv n-traff NEC/NOS-psgr,
+E8252,Other motor vehicle nontraffic accident of other and unspecified nature injuring motorcyclist,Mv n-traf acc NEC-mocycl,
+E8253,Other motor vehicle nontraffic accident of other and unspecified nature injuring passenger on motorcycle,Mv n-traff NEC-mcyc psgr,
+E8254,Other motor vehicle nontraffic accident of other and unspecified nature injuring occupant of streetcar,Mv n-traff NEC-st car,
+E8255,Other motor vehicle nontraffic accident of other and unspecified nature injuring rider of animal; occupant of animal-drawn vehicle,Mv n-traf NEC-anim rider,
+E8256,Other motor vehicle nontraffic accident of other and unspecified nature injuring pedal cyclist,Mv n-traff NEC-ped cycl,
+E8257,Other motor vehicle nontraffic accident of other and unspecified nature injuring pedestrian,Mv n-traff NEC-pedest,
+E8258,Other motor vehicle nontraffic accident of other and unspecified nature injuring other specified person,Mv n-traff NEC-pers NEC,
+E8259,Other motor vehicle nontraffic accident of other and unspecified nature injuring unspecified person,Mv n-traff NEC-pers NOS,
+E8260,Pedal cycle accident injuring pedestrian,Pedal cycle acc-pedest,
+E8261,Pedal cycle accident injuring pedal cyclist,Ped cycl acc-ped cyclist,
+E8262,Pedal cycle accident injuring rider of animal,Ped cycle acc-anim rider,
+E8263,Pedal cycle accident injuring occupant of animal-drawn vehicle,Ped cyc acc-occ anim veh,
+E8264,Pedal cycle accident injuring occupant of streetcar,Ped cycle acc-occ st car,
+E8268,Pedal cycle accident injuring other specified person,Ped cycle acc-pers NEC,
+E8269,Pedal cycle accident injuring unspecified person,Ped cycle acc-pers NOS,
+E8270,Animal-drawn vehicle accident injuring pedestrian,Animal drawn veh-pedest,
+E8272,Animal-drawn vehicle accident injuring rider of animal,Anim drawn veh-anim rid,
+E8273,Animal-drawn vehicle accident injuring occupant of animal drawn vehicle,Animal drawn veh-occupan,
+E8274,Animal-drawn vehicle accident injuring occupant of streetcar,Anim drawn-occ st car,
+E8278,Animal-drawn vehicle accident injuring other specified person,Anim drawn veh-pers NEC,
+E8279,Animal-drawn vehicle accident injuring unspecified person,Anim drawn veh-pers NOS,
+E8280,Accident involving animal being ridden injuring pedestrian,Ridden animal acc-pedest,
+E8282,Accident involving animal being ridden injuring rider of animal,Ridden animal acc-rider,
+E8284,Accident involving animal being ridden injuring occupant of streetcar,Ridden animal acc-st car,
+E8288,Accident involving animal being ridden injuring other specified person,Ridden anim acc-pers NEC,
+E8289,Accident involving animal being ridden injuring unspecified person,Ridden anim acc-pers NOS,
+E8290,Other road vehicle accidents injuring pedestrian,Oth road veh acc-pedest,
+E8294,Other road vehicle accidents injuring occupant of streetcar,Oth rd veh acc-st car,
+E8298,Other road vehicle accidents injuring other specified person,Oth rd veh acc-pers NEC,
+E8299,Other road vehicle accidents injuring unspecified person,Oth rd veh acc-pers NOS,
+E8300,"Accident to watercraft causing submersion injuring occupant of small boat, unpowered",Boat acc w submers-unpow,
+E8301,"Accident to watercraft causing submersion injuring occupant of small boat, powered",Boat acc w submers-power,
+E8302,Accident to watercraft causing submersion injuring occupant of other watercraft -- crew,Boat acc w submers-crew,
+E8303,Accident to watercraft causing submersion injuring occupant of other watercraft -- other than crew,Boat acc w submers-psgr,
+E8304,Accident to watercraft causing submersion injuring water skier,Boat submers-water skier,
+E8305,Accident to watercraft causing submersion injuring swimmer,Boat submers-swimmer,
+E8306,"Accident to watercraft causing submersion injuring dockers, stevedores",Boat submers-dockers,
+E8307,"Accident to watercraft causing submersion, occupant of military watercraft, any type",Boat submers-military,
+E8308,Accident to watercraft causing submersion injuring other specified person,Boat submers-pers NEC,
+E8309,Accident to watercraft causing submersion injuring unspecified person,Boat submers-pers NOS,
+E8310,"Accident to watercraft causing other injury to occupant of small boat, unpowered",Boat acc inj NEC-unpower,
+E8311,"Accident to watercraft causing other injury to occupant of small boat, powered",Boat acc inj NEC-power,
+E8312,Accident to watercraft causing other injury to occupant of other watercraft -- crew,Boat acc inj NEC-crew,
+E8313,Accident to watercraft causing other injury to occupant of other watercraft -- other than crew,Boat acc inj NEC-passeng,
+E8314,Accident to watercraft causing other injury to water skier,Boat acc inj NEC-skier,
+E8315,Accident to watercraft causing other injury to swimmer,Boat acc inj NEC-swim,
+E8316,"Accident to watercraft causing other injury to dockers, stevedores",Boat acc inj NEC-docker,
+E8317,"Accident to watercraft causing other injury, occupant of military watercraft, any type",Boat acc inj NEC-militry,
+E8318,Accident to watercraft causing other injury to other specified person,Boat inj NEC-person NEC,
+E8319,Accident to watercraft causing other injury to unspecified person,Boat inj NEC-person NOS,
+E8320,"Other accidental submersion or drowning in water transport accident injuring occupant of small boat, unpowered",Submers NEC-unpow boat,
+E8321,"Other accidental submersion or drowning in water transport accident injuring occupant of small boat, powered",Submers NEC-power boat,
+E8322,Other accidental submersion or drowning in water transport accident injuring occupant of other watercraft -- crew,Submers NEC-crew,
+E8323,Other accidental submersion or drowning in water transport accident injuring occupant of other watercraft -- other than crew,Submers NEC-passenger,
+E8324,Other accidental submersion or drowning in water transport accident injuring water skier,Submers NEC-water skier,
+E8325,Other accidental submersion or drowning in water transport accident injuring swimmer,Submers NEC-swimmer,
+E8326,"Other accidental submersion or drowning in water transport accident injuring dockers, stevedores",Submers NEC-docker,
+E8327,"Other accidental submersion or drowning in water transport accident, occupant of military watercraft, any type",Submersion NEC-military,
+E8328,Other accidental submersion or drowning in water transport accident injuring other specified person,Submers NEC-person NEC,
+E8329,Other accidental submersion or drowning in water transport accident injuring unspecified person,Submers NEC-person NOS,
+E8330,"Fall on stairs or ladders in water transport injuring occupant of small boat, unpowered",W/craft stair fall-unpow,
+E8331,"Fall on stairs or ladders in water transport injuring occupant of small boat, powered",W/craft stair fall-power,
+E8332,Fall on stairs or ladders in water transport injuring occupant of other watercraft -- crew,Wtrcraft stair fall-crew,
+E8333,Fall on stairs or ladders in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft stair fall-psgr,
+E8334,Fall on stairs or ladders in water transport injuring water skier,W/craft stair fall-skier,
+E8335,Fall on stairs or ladders in water transport injuring swimmer,W/craft stair fall-swim,
+E8336,"Fall on stairs or ladders in water transport injuring dockers, stevedores",W/crf stair fall-docker,
+E8337,"Fall on stairs or ladders in water transport, occupant of military watercraft, any type",W/crf stair fall-militry,
+E8338,Fall on stairs or ladders in water transport injuring other specified person,W/crf stair fall-per NEC,
+E8339,Fall on stairs or ladders in water transport injuring unspecified person,W/crf stair fall-per NOS,
+E8340,"Other fall from one level to another in water transport injuring occupant of small boat, unpowered",W/craft fall NEC-unpow,
+E8341,"Other fall from one level to another in water transport injuring occupant of small boat, powered",W/craft fall NEC-power,
+E8342,Other fall from one level to another in water transport injuring occupant of other watercraft -- crew,Watercraft fall NEC-crew,
+E8343,Other fall from one level to another in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft fall NEC-pasngr,
+E8344,Other fall from one level to another in water transport injuring water skier,W/craft fall NEC-skier,
+E8345,Other fall from one level to another in water transport injuring swimmer,W/craft fall NEC-swim,
+E8346,"Other fall from one level to another in water transport injuring dockers, stevedores",Wtrcraft fall NEC-docker,
+E8347,"Other fall from one level to another in water transport, occupant of military watercraft, any type",W/crft fall NEC-military,
+E8348,Other fall from one level to another in water transport injuring other specified person,W/crft fall NEC-pers NEC,
+E8349,Other fall from one level to another in water transport injuring unspecified person,W/crft fall NEC-pers NOS,
+E8350,"Other and unspecified fall in water transport injuring occupant of small boat, unpowered",W/craft fall NOS-unpow,
+E8351,"Other and unspecified fall in water transport injuring occupant of small boat, powered",W/craft fall NOS-power,
+E8352,Other and unspecified fall in water transport injuring occupant of other watercraft -- crew,Wtrcraft fall NOS-crew,
+E8353,Other and unspecified fall in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft fall NOS-pasngr,
+E8354,Other and unspecified fall in water transport injuring water skier,W/craft fall NOS-skier,
+E8355,Other and unspecified fall in water transport injuring swimmer,W/craft fall NOS-swim,
+E8356,"Other and unspecified fall in water transport injuring dockers, stevedores",Wtrcraft fall NOS-docker,
+E8357,"Other and unspecified fall in water transport, occupant of military watercraft, any type",W/crft fall NEC/NOS-mil,
+E8358,Other and unspecified fall in water transport injuring other specified person,W/crft fall NOS-pers NEC,
+E8359,Other and unspecified fall in water transport injuring unspecified person,W/crft fall NOS-pers NOS,
+E8360,"Machinery accident in water transport injuring occupant of small boat, unpowered",Machine acc-unpow boat,
+E8361,"Machinery accident in water transport injuring occupant of small boat, powered",Mach acc-occ power boat,
+E8362,Machinery accident in water transport injuring occupant of other watercraft -- crew,Machinery accident-crew,
+E8363,Machinery accident in water transport injuring occupant of other watercraft -- other than crew,Machinery acc-pasngr,
+E8364,Machinery accident in water transport injuring water skier,Machine accident-skier,
+E8365,Machinery accident in water transport injuring swimmer,Machine accident-swim,
+E8366,"Machinery accident in water transport injuring dockers, stevedores",Machinery acc-docker,
+E8367,"Machinery accident in water transport, occupant of military watercraft, any type",W/crft machine-military,
+E8368,Machinery accident in water transport injuring other specified person,Machinery acc-pers NEC,
+E8369,Machinery accident in water transport injuring unspecified person,Machinery acc-pers NOS,
+E8370,"Explosion, fire, or burning in watercraft injuring occupant of small boat, unpowered",Explosion-occ unpow boat,
+E8371,"Explosion, fire, or burning in watercraft injuring occupant of small boat, powered",Explosion-occ power boat,
+E8372,"Explosion, fire, or burning in watercraft injuring occupant of other watercraft -- crew",Watercraft explos-crew,
+E8373,"Explosion, fire, or burning in watercraft injuring occupant of other watercraft -- other than crew",Watercraft explos-pasngr,
+E8374,"Explosion, fire, or burning in watercraft injuring water skier",Watercraft explos-skier,
+E8375,"Explosion, fire, or burning in watercraft injuring swimmer",Watercraft explos-swim,
+E8376,"Explosion, fire, or burning in watercraft injuring dockers, stevedores",Watercraft explos-docker,
+E8377,"Explosion, fire, or burning in watercraft, occupant of military watercraft, any type",W/crft explosn-military,
+E8378,"Explosion, fire, or burning in watercraft injuring other specified person",Watercraft expl-pers NEC,
+E8379,"Explosion, fire, or burning in watercraft injuring unspecified person",Watercraft expl-pers NOS,
+E8380,"Other and unspecified water transport accident injuring occupant of small boat, unpowered",Watercraft acc NEC-unpow,
+E8381,"Other and unspecified water transport accident injuring occupant of small boat, powered",Watercraft acc NEC-power,
+E8382,Other and unspecified water transport accident injuring occupant of other watercraft -- crew,Watercraft acc NEC-crew,
+E8383,Other and unspecified water transport accident injuring occupant of other watercraft -- other than crew,Watercrft acc NEC-pasngr,
+E8384,Other and unspecified water transport accident injuring water skier,Watercraft acc NEC-skier,
+E8385,Other and unspecified water transport accident injuring swimmer,Watrcrft acc NEC-swimmer,
+E8386,"Other and unspecified water transport accident injuring dockers, stevedores",Watercrft acc NEC-docker,
+E8387,"Other and unspecified water transport accident, occupant of military watercraft, any type",W/crft-military NEC/NOS,
+E8388,Other and unspecified water transport accident injuring other specified person,Wtrcrft acc NEC-pers NEC,
+E8389,Other and unspecified water transport accident injuring unspecified person,Wtrcrft acc NEC-pers NOS,
+E8400,Accident to powered aircraft at takeoff or landing injuring occupant of spacecraft,Tk off/land-spcrft,
+E8401,"Accident to powered aircraft at takeoff or landing injuring occupant of military aircraft, any",Tk off/land-milit craft,
+E8402,Accident to powered aircraft at takeoff or landing injuring crew of commercial aircraft (powered) in surface to surface transport,Tk off/land-crew aircrft,
+E8403,Accident to powered aircraft at takeoff or landing injuring other occupant of commercial aircraft (powered) in surface to surface transport,Tk off/land-psng aircrft,
+E8404,Accident to powered aircraft at takeoff or landing injuring occupant of commercial aircraft (powered) in surface to air transport,Tk off/land-comm crf NEC,
+E8405,Accident to powered aircraft at takeoff or landing injuring occupant of other powered aircraft,Tk off/land-aircraft NEC,
+E8406,"Accident to powered aircraft at takeoff or landing injuring occupant of unpowered aircraft, except parachutist",Tk off/land-unp aircrft,
+E8407,Accident to powered aircraft at takeoff or landing injuring parachutist (military) (other),Tk off/land-parachutist,
+E8408,"Accident to powered aircraft at takeoff or landing injuring ground crew, airline employee",Tk off/land-ground crew,
+E8409,Accident to powered aircraft at takeoff or landing injuring other person,Tk off/land-pers NEC,
+E8410,"Accident to powered aircraft, other and unspecified, injuring occupant of spacecraft",Pow aircraft acc-spcrft,
+E8411,"Accident to powered aircraft, other and unspecified, injuring occupant of military aircraft, any",Power aircraft acc-milit,
+E8412,"Accident to powered aircraft, other and unspecified, injuring crew of commercial aircraft (powered) in surface to surface transport",Power aircraft acc-crew,
+E8413,"Accident to powered aircraft, other and unspecified, injuring other occupant of commercial aircraft (powered) in surface to surface transport",Power aircraft acc-psngr,
+E8414,"Accident to powered aircraft, other and unspecified, injuring occupant of commercial aircraft (powered) in surface to air transport",Aircraf acc-occ comm NEC,
+E8415,"Accident to powered aircraft, other and unspecified, injuring occupant of other powered aircraft",Oth powered aircraft acc,
+E8416,"Accident to powered aircraft, other and unspecified, injuring occupant of unpowered aircraft, except parachutist",Pow airc acc-unp aircr,
+E8417,"Accident to powered aircraft, other and unspecified, injuring parachutist (military) (other)",Aircraft acc-parachutist,
+E8418,"Accident to powered aircraft, other and unspecified, injuring ground crew, airline employee",Aircraft acc-ground crew,
+E8419,"Accident to powered aircraft, other and unspecified, injuring other person",Aircrft acc NOS-pers NEC,
+E8426,"Accident to unpowered aircraft injuring occupant of unpowered aircraft, except parachutist",Unpower aircraft acc-occ,
+E8427,Accident to unpowered aircraft injuring parachutist (military) (other),Unpow aircrf acc-chutist,
+E8428,"Accident to unpowered aircraft injuring ground crew, airline employee",Unpow aircrf acc-gr crew,
+E8429,Accident to unpowered aircraft injuring other person,Unpow aircrf acc-per NEC,
+E8430,"Fall in, on, or from aircraft injuring occupant of spacecraft",Fall-occ spacecraft,
+E8431,"Fall in, on, or from aircraft injuring occupant of military aircraft, any",Fall-milit aircraft occp,
+E8432,"Fall in, on, or from aircraft injuring crew of commercial aircraft (powered) in surface to surface transport",Fall-crew comm aircraft,
+E8433,"Fall in, on, or from aircraft injuring other occupant of commercial aircraft (powered) in surface to surface transport",Fall-psng comm aircraft,
+E8434,"Fall in, on, or from aircraft injuring occupant of commercial aircraft (powered) in surface to air transport",Fall-occ comm aircrf NEC,
+E8435,"Fall in, on, or from aircraft injuring occupant of other powered aircraft",Fall-occup oth aircraft,
+E8436,"Fall in, on, or from aircraft injuring occupant of unpowered aircraft, except parachutist",Fall-occ unpower aircraf,
+E8437,"Fall in, on, or from aircraft injuring parachutist (military) (other)",Fall-parachutist,
+E8438,"Fall in, on, or from aircraft injuring ground crew, airline employee",Aircrft fall-ground crew,
+E8439,"Fall in, on, or from aircraft injuring other person",Aircraft fall-person NEC,
+E8440,Other specified air transport accidents injuring occupant of spacecraft,Aircrft acc NEC-spcrft,
+E8441,"Other specified air transport accidents injuring occupant of military aircraft, any",Aircrft acc NEC-military,
+E8442,Other specified air transport accidents injuring crew of commercial aircraft (powered) in surface to surface transport,Aircrft acc NEC-crew,
+E8443,Other specified air transport accidents injuring other occupant of commercial aircraft (powered) in surface to surface transport,Aircrft acc NEC-pasngr,
+E8444,Other specified air transport accidents injuring occupant of commercial aircraft (powered) in surface to air transport,Aircrft acc NEC-comm NEC,
+E8445,Other specified air transport accidents injuring occupant of other powered aircraft,Aircrft acc NEC-occp NEC,
+E8446,"Other specified air transport accidents injuring occupant of unpowered aircraft, except parachutist",Aircr acc NEC-unp aircr,
+E8447,Other specified air transport accidents injuring parachutist (military) (other),Aircrft acc-parachutist,
+E8448,"Other specified air transport accidents injuring ground crew, airline employee",Aircrft acc NEC-grd crew,
+E8449,Other specified air transport accidents injuring other person,Aircrft acc NEC-pers NEC,
+E8450,Accident involving spacecraft injuring occupant of spacecraft,Spacecraft acc-occupant,
+E8458,"Accident involving spacecraft injuring ground crew, airline employee",Spacecraft acc-grnd crew,
+E8459,Accident involving spacecraft injuring other person,Spacecraft acc-pers NEC,
+E846,Accidents involving powered vehicles used solely within the buildings and premises of industrial or commercial establishment,Indus veh acc on premise,
+E847,Accidents involving cable cars not running on rails,Cabl car acc not on rail,
+E848,"Accidents involving other vehicles, not elsewhere classifiable",Oth vehicle acc NEC,
+E8490,Home accidents,Accident in home,
+E8491,Farm accidents,Accident on farm,
+E8492,Mine and quarry accidents,Accident in mine/quarry,
+E8493,Accidents occurring in industrial places and premises,Acc on industr premises,
+E8494,Accidents occurring in place for recreation and sport,Accid in recreation area,
+E8495,Street and highway accidents,Accid on street/highway,
+E8496,Accidents occurring in public building,Accident in public bldg,
+E8497,Accidents occurring in residential institution,Accid in resident instit,
+E8498,Accidents occurring in other specified places,Accident in place NEC,
+E8499,Accidents occurring in unspecified place,Accident in place NOS,
+E8500,Accidental poisoning by heroin,Acc poison-heroin,
+E8501,Accidental poisoning by methadone,Acc poison-methadone,
+E8502,Accidental poisoning by other opiates and related narcotics,Acc poison-opiates NEC,
+E8503,Accidental poisoning by salicylates,Acc poison-salicylates,
+E8504,"Accidental poisoning by aromatic analgesics, not elsewhere classified",Acc poison-arom analgesc,
+E8505,Accidental poisoning by pyrazole derivatives,Acc poison-pyrazole derv,
+E8506,Accidental poisoning by antirheumatics (antiphlogistics),Acc poison-antirheumatic,
+E8507,Accidental poisoning by other non-narcotic analgesics,Acc poison-nonnarc analg,
+E8508,Accidental poisoning by other specified analgesics and antipyretics,Acc poison-analgesic NEC,
+E8509,Accidental poisoning by unspecified analgesic or antipyretic,Acc poison-analgesic NOS,
+E851,Accidental poisoning by barbiturates,Acc poison-barbiturates,
+E8520,Accidental poisoning by chloral hydrate group,Acc poisn-chlorl hydrate,
+E8521,Accidental poisoning by paraldehyde,Acc poison-paraldehyde,
+E8522,Accidental poisoning by bromine compounds,Acc poison-bromine cmpnd,
+E8523,Accidental poisoning by methaqualone compounds,Acc poison-methaqualone,
+E8524,Accidental poisoning by glutethimide group,Acc poison-glutethimide,
+E8525,"Accidental poisoning by mixed sedatives, not elsewhere classified",Acc poison-mix sedtv NEC,
+E8528,Accidental poisoning by other specified sedatives and hypnotics,Acc poison-sedatives NEC,
+E8529,Accidental poisoning by unspecified sedative or hypnotic,Acc poison-sedatives NOS,
+E8530,Accidental poisoning by phenothiazine-based tranquilizers,Acc pois-phenthiaz tranq,
+E8531,Accidental poisoning by butyrophenone-based tranquilizers,Acc pois-butyrphen tranq,
+E8532,Accidental poisoning by benzodiazepine-based tranquilizers,Acc poisn-benzdiaz tranq,
+E8538,Accidental poisoning by other specified tranquilizers,Acc poisn-tranquilzr NEC,
+E8539,Accidental poisoning by unspecified tranquilizer,Acc poisn-tranquilzr NOS,
+E8540,Accidental poisoning by antidepressants,Acc poison-antidepressnt,
+E8541,Accidental poisoning by psychodysleptics [hallucinogens],Acc poison-hallucinogens,
+E8542,Accidental poisoning by psychostimulants,Acc poisn-psychstimulant,
+E8543,Accidental poisoning by central nervous system stimulants,Acc poison-cns stimulant,
+E8548,Accidental poisoning by other psychotropic agents,Acc poisn psychotrop NEC,
+E8550,Accidental poisoning by anticonvulsant and anti-parkinsonism drugs,Acc poisn-anticonvulsant,
+E8551,Accidental poisoning by other central nervous system depressants,Acc poisn-cns depres NEC,
+E8552,Accidental poisoning by local anesthetics,Acc poisn-local anesthet,
+E8553,Accidental poisoning by parasympathomimetics [cholinergics],Acc poison-cholinergics,
+E8554,Accidental poisoning by parasympatholytics [anticholinergics and antimuscarinics] and spasmolytics,Acc poisn-anticholinerg,
+E8555,Accidental poisoning by sympathomimetics [adrenergics],Acc poison-adrenergics,
+E8556,Accidental poisoning by sympatholytics [antiadrenergics],Acc poisn-sympatholytics,
+E8558,Accidental poisoning by other specified drugs acting on central and autonomic nervous systems,Acc poison-cns drug NEC,
+E8559,Accidental poisoning by unspecified drug acting on central and autonomic nervous systems,Acc poison-cns drug NOS,
+E856,Accidental poisoning by antibiotics,Acc poison-antibiotics,
+E857,Accidental poisoning by other anti-infectives,Acc pois-oth anti-infect,
+E8580,Accidental poisoning by hormones and synthetic substitutes,Acc poison-hormones,
+E8581,Accidental poisoning by primarily systemic agents,Acc poisn-systemic agent,
+E8582,Accidental poisoning by agents primarily affecting blood constituents,Acc poison-blood agent,
+E8583,Accidental poisoning by agents primarily affecting cardiovascular system,Acc poisn-cardiovasc agt,
+E8584,Accidental poisoning by agents primarily affecting gastrointestinal system,Acc poison-gi agent,
+E8585,"Accidental poisoning by water, mineral, and uric acid metabolism drugs",Acc poisn-metabol agnt,
+E8586,Accidental poisoning by agents primarily acting on the smooth and skeletal muscles and respiratory system,Acc poisn-muscl/resp agt,
+E8587,"Accidental poisoning by agents primarily affecting skin and mucous membrane, ophthalmological, otorhinolaryngological, and dental drugs",Acc poisn-skin/eent agnt,
+E8588,Accidental poisoning by other specified drugs,Acc poisoning-drug NEC,
+E8589,Accidental poisoning by unspecified drug,Acc poisoning-drug NOS,
+E8600,Accidental poisoning by alcoholic beverages,Acc poisn-alcohol bevrag,
+E8601,Accidental poisoning by other and unspecified ethyl alcohol and its products,Acc poison-ethyl alcohol,
+E8602,Accidental poisoning by methyl alcohol,Acc poisn-methyl alcohol,
+E8603,Accidental poisoning by isopropyl alcohol,Acc poisn-isopropyl alc,
+E8604,Accidental poisoning by fusel oil,Acc poison-fusel oil,
+E8608,Accidental poisoning by other specified alcohols,Acc poison-alcohol NEC,
+E8609,Accidental poisoning by unspecified alcohol,Acc poison-alcohol NOS,
+E8610,Accidental poisoning by synthetic detergents and shampoos,Acc pois-synth detergent,
+E8611,Accidental poisoning by soap products,Acc poison-soap products,
+E8612,Accidental poisoning by polishes,Acc poison-polishes,
+E8613,Accidental poisoning by other cleansing and polishing agents,Acc poison-cleanser NEC,
+E8614,Accidental poisoning by disinfectants,Acc poison-disinfectants,
+E8615,Accidental poisoning by lead paints,Acc poison-lead paints,
+E8616,Accidental poisoning by other paints and varnishes,Acc poison-paints NEC,
+E8619,"Accidental poisoning by unspecified cleansing and polishing agents, disinfectants, paints, and varnishes",Acc poison-cleanser NOS,
+E8620,Accidental poisoning by petroleum solvents,Acc poisn-petrol solvent,
+E8621,Accidental poisoning by petroleum fuels and cleaners,Acc poisn-petroleum fuel,
+E8622,Accidental poisoning by lubricating oils,Acc pois-lubricating oil,
+E8623,Accidental poisoning by petroleum solids,Acc pois-petroleum solid,
+E8624,"Accidental poisoning by other specified solvents, not elsewhere classified",Acc poisn-solvents NEC,
+E8629,"Accidental poisoning by unspecified solvent, not elsewhere classified",Acc poisn-solvent NOS,
+E8630,Accidental poisoning by insecticides of organochlorine compounds,Acc pois-chlorine pestic,
+E8631,Accidental poisoning by insecticides of organophosphorus compounds,Acc pois-phosph pesticid,
+E8632,Accidental poisoning by carbamates,Acc poison-carbamates,
+E8633,Accidental poisoning by mixtures of insecticides,Acc poisn-mixed pesticid,
+E8634,Accidental poisoning by other and unspecified insecticides,Acc poison-pesticide NEC,
+E8635,Accidental poisoning by herbicides,Acc poison-herbicides,
+E8636,Accidental poisoning by fungicides,Acc poison-fungicides,
+E8637,Accidental poisoning by rodenticides,Acc poison-rodenticides,
+E8638,Accidental poisoning by fumigants,Acc poison-fumigants,
+E8639,Accidental poisoning by other and unspecified agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers,Acc pois-agrcult NEC/NOS,
+E8640,Accidental poisoning by corrosive aromatics not elsewhere classified,Acc pois-corrosiv aromat,
+E8641,Accidental poisoning by acids not elsewhere classified,Acc poison-acids,
+E8642,Accidental poisoning by caustic alkalis not elsewhere classified,Acc poisn-caustic alkali,
+E8643,Accidental poisoning by other specified corrosives and caustics not elsewhere classified,Acc poison-caustic NEC,
+E8644,Accidental poisoning by unspecified corrosives and caustics not elsewhere classified,Acc poison-caustic NOS,
+E8650,Accidental poisoning by meat,Acc poison-meat,
+E8651,Accidental poisoning by shellfish,Acc poison-shellfish,
+E8652,Accidental poisoning from other fish,Acc poison-fish NEC,
+E8653,Accidental poisoning from berries and seeds,Acc poison-berries/seeds,
+E8654,Accidental poisoning from other specified plants,Acc poison-plants NEC,
+E8655,Accidental poisoning from mushrooms and other fungi,Acc poison-mushrooms,
+E8658,Accidental poisoning from other specified foods,Acc poison-food NEC,
+E8659,Accidental poisoning from unspecified foodstuff or poisonous plant,Acc poisn-food/plant NOS,
+E8660,Accidental poisoning by lead and its compounds and fumes,Acc poisoning-lead,
+E8661,Accidental poisoning by mercury and its compounds and fumes,Acc poisoning-mercury,
+E8662,Accidental poisoning by antimony and its compounds and fumes,Acc poisoning-antimony,
+E8663,Accidental poisoning by arsenic and its compounds and fumes,Acc poisoning-arsenic,
+E8664,Accidental poisoning by other metals and their compounds and fumes,Acc poison-metals NEC,
+E8665,Accidental poisoning by plant foods and fertilizers,Acc poison-plant food,
+E8666,Accidental poisoning by glues and adhesives,Acc poison-glues,
+E8667,Accidental poisoning by cosmetics,Acc poison-cosmetics,
+E8668,Accidental poisoning by other specified solid or liquid substances,Acc pois-solid/liq NEC,
+E8669,Accidental poisoning by unspecified solid or liquid substance,Acc pois-solid/liq NOS,
+E867,Accidental poisoning by gas distributed by pipeline,Acc poison-piped gas,
+E8680,Accidental poisoning by liquefied petroleum gas distributed in mobile containers,Acc pois-liq petrol gas,
+E8681,Accidental poisoning by other and unspecified utility gas,Acc pois-utl gas NEC/NOS,
+E8682,Accidental poisoning by motor vehicle exhaust gas,Acc poison-exhaust gas,
+E8683,Accidental poisoning by carbon monoxide from incomplete combustion of other domestic fuels,Acc pois-co/domestc fuel,
+E8688,Accidental poisoning by carbon monoxide from other sources,Acc pois-carbn monox NEC,
+E8689,Accidental poisoning by unspecified carbon monoxide,Acc pois-carbn monox NOS,
+E8690,Accidental poisoning by nitrogen oxides,Acc poisn-nitrogen oxide,
+E8691,Accidental poisoning by sulfur dioxide,Acc poisn-sulfur dioxide,
+E8692,Accidental poisoning by freon,Acc poison-freon,
+E8693,Accidental poisoning by lacrimogenic gas [tear gas],Acc poison-tear gas,
+E8694,Second hand tobacco smoke,Scndhnd tbcco smoke,
+E8698,Accidental poisoning by other specified gases and vapors,Acc poison-gas/vapor NEC,
+E8699,Accidental poisoning by unspecified gases and vapors,Acc poison-gas/vapor NOS,
+E8700,"Accidental cut, puncture, perforation or hemorrhage during surgical operation",Acc cut/hem in surgery,
+E8701,"Accidental cut, puncture, perforation or hemorrhage during infusion or transfusion",Acc cut/hem in infusion,
+E8702,"Accidental cut, puncture, perforation or hemorrhage during kidney dialysis or other perfusion",Acc cut/hem-perfusn NEC,
+E8703,"Accidental cut, puncture, perforation or hemorrhage during injection or vaccination",Acc cut/hem in injection,
+E8704,"Accidental cut, puncture, perforation or hemorrhage during endoscopic examination",Acc cut/hem w scope exam,
+E8705,"Accidental cut, puncture, perforation or hemorrhage during aspiration of fluid or tissue, puncture, and catheterization",Acc cut/hem w catheteriz,
+E8706,"Accidental cut, puncture, perforation or hemorrhage during heart catheterization",Acc cut/hem w heart cath,
+E8707,"Accidental cut, puncture, perforation or hemorrhage during administration of enema",Acc cut/hem w enema,
+E8708,"Accidental cut, puncture, perforation or hemorrhage during other specified medical care",Acc cut in med care NEC,
+E8709,"Accidental cut, puncture, perforation or hemorrhage during unspecified medical care",Acc cut in med care NOS,
+E8710,Foreign object left in body during surgical operation,Post-surgical forgn body,
+E8711,Foreign object left in body during infusion or transfusion,Postinfusion foreign bdy,
+E8712,Foreign object left in body during kidney dialysis or other perfusion,Postperfusion forgn body,
+E8713,Foreign object left in body during injection or vaccination,Postinjection forgn body,
+E8714,Foreign object left in body during endoscopic examination,Postendoscopy forgn body,
+E8715,"Foreign object left in body during aspiration of fluid or tissue, puncture, and catheterization",Postcatheter forgn body,
+E8716,Foreign object left in body during heart catheterization,FB post heart catheter,
+E8717,Foreign object left in body during removal of catheter or packing,FB post-catheter removal,
+E8718,Foreign object left in body during other specified procedures,Post-op foreign body NEC,
+E8719,Foreign object left in body during unspecified procedure,Post-op foreign body NOS,
+E8720,Failure of sterile precautions during surgical operation,Failure sterile surgery,
+E8721,Failure of sterile precautions during infusion or transfusion,Failure sterile infusion,
+E8722,Failure of sterile precautions during kidney dialysis and other perfusion,Fail sterile perfusn NEC,
+E8723,Failure of sterile precautions during injection or vaccination,Fail sterile injection,
+E8724,Failure of sterile precautions during endoscopic examination,Fail sterile endoscopy,
+E8725,"Failure of sterile precautions during aspiration of fluid or tissue, puncture, and catheterization",Fail sterile catheter,
+E8726,Failure of sterile precautions during heart catheterization,Fail sterile heart cath,
+E8728,Failure of sterile precautions during other specified procedures,Fail sterile proced NEC,
+E8729,Failure of sterile precautions during unspecified procedure,Fail sterile proced NOS,
+E8730,Excessive amount of blood or other fluid during transfusion or infusion,Excess fluid in infusion,
+E8731,Incorrect dilution of fluid during infusion,Incor dilut infusn fluid,
+E8732,Overdose of radiation in therapy,Therap radiation overdos,
+E8733,Inadvertent exposure of patient to radiation during medical care,Inadv radiat exp-medical,
+E8734,Failure in dosage in electroshock or insulin-shock therapy,Dosag fail-shock therapy,
+E8735,Inappropriate [too hot or too cold] temperature in local application and packing,Wrng temp in applic/pack,
+E8736,Nonadministration of necessary drug or medicinal substance,Nonadmin necess medicine,
+E8738,Other specified failure in dosage,Failure in dosage NEC,
+E8739,Unspecified failure in dosage,Failure in dosage NOS,
+E8740,Mechanical failure of instrument or apparatus during surgical operation,Instrmnt fail in surgery,
+E8741,Mechanical failure of instrument or apparatus during infusion and transfusion,Instrumnt fail-infusion,
+E8742,Mechanical failure of instrument or apparatus during kidney dialysis and other perfusion,Instrmnt fail-perfus NEC,
+E8743,Mechanical failure of instrument or apparatus during endoscopic examination,Instrumnt fail-endoscopy,
+E8744,"Mechanical failure of instrument or apparatus during aspiration of fluid or tissue, puncture, and catheterization",Instrmnt fail-catheteriz,
+E8745,Mechanical failure of instrument or apparatus during heart catheterization,Instrmnt fail-heart cath,
+E8748,Mechanical failure of instrument or apparatus during other specified procedures,Instrmnt fail-proced NEC,
+E8749,Mechanical failure of instrument or apparatus during unspecified procedure,Instrmnt fail-proced NOS,
+E8750,Contaminated substance transfused or infused,Contaminated transfusion,
+E8751,Contaminated substance injected or used for vaccination,Contaminated injection,
+E8752,Contaminated drug or biological substance administered by other means,Contaminated drug NEC,
+E8758,Misadventure to patient from other contamination,Contamination NEC,
+E8759,Misadventure to patient from unspecified contamination,Contamination NOS,
+E8760,Mismatched blood in transfusion,Mismatch blood-transfusn,
+E8761,Wrong fluid in infusion,Wrong fluid in infusion,
+E8762,Failure in suture and ligature during surgical operation,Failure in suture,
+E8763,Endotracheal tube wrongly placed during anesthetic procedure,Misplaced endotrach tube,
+E8764,Failure to introduce or to remove other tube or instrument,Fail introd/remove tube,
+E8765,Performance of wrong operation (procedure) on correct patient,Perfrm wrong op/right pt,
+E8766,Performance of operation (procedure) on patient not scheduled for surgery,Proc-pt not sched surg,
+E8767,Performance of correct operation (procedure) on wrong side/body part,Rt proc-wrong side/part,
+E8768,Other specified misadventures during medical care,Medical misadventure NEC,
+E8769,Unspecified misadventure during medical care,Medical misadventure NOS,
+E8780,"Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-org transplant,
+E8781,"Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation",Abn react-artif implant,
+E8782,"Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-anastom/graft,
+E8783,"Surgical operation with formation of external stoma causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-external stoma,
+E8784,"Other restorative surgery causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-plast surg NEC,
+E8785,"Amputation of limb(s) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-limb amputat,
+E8786,"Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn reac-organ rem NEC,
+E8788,"Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-surg proc NEC,
+E8789,"Unspecified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-surg proc NOS,
+E8790,"Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-cardiac cath,
+E8791,"Kidney dialysis as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-renal dialysis,
+E8792,"Radiological procedure and radiotherapy as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-radiotherapy,
+E8793,"Shock therapy as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-shock therapy,
+E8794,"Aspiration of fluid as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-fluid aspirat,
+E8795,"Insertion of gastric or duodenal sound as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure of time of procedure",Abn react-gastric sound,
+E8796,"Urinary catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-urinary cath,
+E8797,"Blood sampling as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-blood sampling,
+E8798,"Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-procedure NEC,
+E8799,"Unspecified procedure as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-procedure NOS,
+E8800,Accidental fall on or from escalator,Fall on escalator,
+E8801,Accidental fall on or from sidewalk curb,Fall on sidewalk curb,
+E8809,Accidental fall on or from other stairs or steps,Fall on stair/step NEC,
+E8810,Accidental fall from ladder,Fall from ladder,
+E8811,Accidental fall from scaffolding,Fall from scaffolding,
+E882,Accidental fall from or out of building or other structure,Fall from building,
+E8830,Accident from diving or jumping into water [swimming pool],Diving accident,
+E8831,Accidental fall into well,Fall into well,
+E8832,Accidental fall into storm drain or manhole,Fall into storm drain,
+E8839,Accidental fall into other hole or other opening in surface,Fall into other hole,
+E8840,Accidental fall from playground equipment,Fall from playgrnd equip,
+E8841,Accidental fall from cliff,Fall from cliff,
+E8842,Accidental fall from chair,Fall from chair,
+E8843,Accidental fall from wheelchair,Fall from wheelchair,
+E8844,Accidental fall from bed,Fall from bed,
+E8845,Accidental fall from other furniture,Fall from furniture NEC,
+E8846,Accidental fall from commode,Fall from commode,
+E8849,Other accidental fall from one level to another,Fall-1 level to oth NEC,
+E8850,Fall from (nonmotorized) scooter,Fall-nonmotor scooter,
+E8851,Fall from roller skates,Fall from roller skates,
+E8852,Fall from skateboard,Fall from skateboard,
+E8853,Fall from skis,Fall from skis,
+E8854,Fall from snowboard,Fall from snowboard,
+E8859,"Fall from other slipping, tripping, or stumbling",Fall from slipping NEC,
+E8860,"Fall on same level from collision, pushing, or shoving, by or with other person in sports",Fall in sports,
+E8869,"Other and unspecified falls on same level from collision, pushing, or shoving, by or with other person",Fall on level NEC/NOS,
+E887,"Fracture, cause unspecified","Fracture, cause NOS",
+E8880,Fall resulting in striking against sharp object,Fall striking sharp obj,
+E8881,Fall resulting in striking against other object,Fall striking object NEC,
+E8888,Other fall,Fall NEC,
+E8889,Unspecified fall,Fall NOS,
+E8900,Explosion caused by conflagration in private dwelling,Privat dwell fire-explos,
+E8901,Fumes from combustion of polyvinylchloride [pvc] and similar material in conflagration in private dwelling,Priv dwel fire-pvc fumes,
+E8902,Other smoke and fumes from conflagration in private dwelling,Priv dwel fire-fumes NOS,
+E8903,Burning caused by conflagration in private dwelling,Priv dwel fire-burning,
+E8908,Other accident resulting from conflagration in private dwelling,Priv dwel fire-accid NEC,
+E8909,Unspecified accident resulting from conflagration in private dwelling,Priv dwel fire-accid NOS,
+E8910,Explosion caused by conflagration in other and unspecified building or structure,Fire in bldg-explosion,
+E8911,Fumes from combustion of polyvinylchloride [pvc] and similar material in conflagration in other and unspecified building or structure,Fire in bldg-pvc fumes,
+E8912,Other smoke and fumes from conflagration in other and unspecified building or structure,Fire in bldg-fumes NOS,
+E8913,Burning caused by conflagration in other and unspecified building or structure,Fire in bldg-burning,
+E8918,Other accident resulting from conflagration in other and unspecified building or structure,Fire in bldg-accid NEC,
+E8919,Unspecified accident resulting from conflagration of other and unspecified building or structure,Fire in bldg-accid NOS,
+E892,Conflagration not in building or structure,Fire not in building,
+E8930,Accident caused by ignition of clothing from controlled fire in private dwelling,Clothing fire-priv dwell,
+E8931,Accident caused by ignition of clothing from controlled fire in other building or structure,Clothing fire-bldg NEC,
+E8932,Accident caused by ignition of clothing from controlled fire not in building or structure,Clothing fire not in bld,
+E8938,Accident caused by ignition of clothing from other specified sources,Clothing fire NEC,
+E8939,Accident caused by ignition of clothing by unspecified source,Clothing fire NOS,
+E894,Ignition of highly inflammable material,Fire-highly inflam mater,
+E895,Accident caused by controlled fire in private dwelling,Burn acc in privat dwell,
+E896,Accident caused by controlled fire in other and unspecified building or structure,Burn acc in bldg NEC,
+E897,Accident caused by controlled fire not in building or structure,Burn acc not in bldg,
+E8980,Accident caused by burning bedclothes,Burning bedclothes,
+E8981,Accident caused by other burning materials,Fire accident NEC,
+E899,Accident caused by unspecified fire,Fire accident NOS,
+E9000,Accident caused by excessive heat due to weather conditions,Excessive heat: weather,
+E9001,Accidents due to excessive heat of man-made origin,"Excessive heat, man-made",
+E9009,Accidents due to excessive heat of unspecified origin,Excessive heat NOS,
+E9010,Accident due to excessive cold due to weather conditions,Excessive cold: weather,
+E9011,Accident due to excessive cold of man-made origin,"Excessive cold, man-made",
+E9018,Accident due to excessive cold of other specified origin,Excessive cold NEC,
+E9019,Accident due to excessive cold of unspecified origin,Excessive cold NOS,
+E9020,Accident due to residence or prolonged visit at high altitude,High altitude residence,
+E9021,Accident due to changes in air pressure in aircraft,Air press chnge: aircrft,
+E9022,Accident due to changes in air pressure due to diving,Air press change: diving,
+E9028,Accident due to changes in air pressure due to other specified causes,Air pressure change NEC,
+E9029,Accident due to changes in air pressure from unspecified cause,Air pressure change NOS,
+E903,Accident caused by travel and motion,Travel and motion,
+E9040,Accident due to abandonment or neglect of infants and helpless persons,Abandonment/lack of care,
+E9041,Accident due to lack of food,Lack of food,
+E9042,Accident due to lack of water,Lack of water,
+E9043,"Accident due to exposure (to weather conditions), not elsewhere classifiable",Exposure NEC,
+E9049,"Accident due to privation, unqualified",Privation NOS,
+E9050,Venomous snakes and lizards causing poisoning and toxic reactions,Venomous snake bite,
+E9051,Venomous spiders causing poisoning and toxic reactions,Venomous spider bite,
+E9052,Scorpion sting causing poisoning and toxic reactions,Scorpion sting,
+E9053,"Sting of hornets, wasps, and bees causing poisoning and toxic reactions",Hornet/wasp/bee sting,
+E9054,Centipede and venomous millipede (tropical) bite causing poisoning and toxic reactions,Centipede bite,
+E9055,Other venomous arthropods causing poisoning and toxic reactions,Venomous arthropods NEC,
+E9056,Venomous marine animals and plants causing poisoning and toxic reactions,Venom sea animals/plants,
+E9057,Poisoning and toxic reactions caused by other plants,Poisoning by other plant,
+E9058,Poisoning and toxic reactions caused by other specified animals and plants,Venomous bite/sting NEC,
+E9059,Poisoning and toxic reactions caused by unspecified animals and plants,Venomous bite/sting NOS,
+E9060,Dog bite,Dog bite,
+E9061,Rat bite,Rat bite,
+E9062,Bite of nonvenomous snakes and lizards,Nonvenomous snake bite,
+E9063,Bite of other animal except arthropod,Animal bite NEC,
+E9064,Bite of nonvenomous arthropod,Nonvenom arthropod bite,
+E9065,Bite by unspecified animal,Animal bite NOS,
+E9068,Other specified injury caused by animal,Inj NEC caused by animal,
+E9069,Unspecified injury caused by animal,Inj NOS caused by animal,
+E907,Accident due to lightning,Acc due to lightning,
+E9080,Hurricane,Accident d/t hurricane,
+E9081,Tornado,Accident d/t tornado,
+E9082,Floods,Accident d/t floods,
+E9083,Blizzard (snow) (ice),Acc d/t snow blizzard,
+E9084,Dust storm,Accident d/t dust storm,
+E9088,Other cataclysmic storms,Accident d/t storm NEC,
+E9089,"Unspecified cataclysmic storms, and floods resulting from storms",Acc d/t storm/flood NOS,
+E9090,Earthquakes,Acc d/t earthquakes,
+E9091,Volcanic eruptions,Acc d/t volcanic erupt,
+E9092,"Avalanche, landslide, or mudslide",Acc d/t avalanche,
+E9093,Collapse of dam or man-made structure,Acc d/t dam collapse,
+E9094,Tidalwave caused by earthquake,Acc d/t tidalwave NOS,
+E9098,Other cataclysmic earth surface movements and eruptions,Acc d/t eruptions NEC,
+E9099,Unspecified cataclysmic earth surface movements and eruptions,Acc d/t eruptions NOS,
+E9100,Accidental drowning and submersion while water-skiing,Water-skiing accident,
+E9101,Accidental drowning and submersion while engaged in other sport or recreational activity with diving equipment,Skin/scuba diving acc,
+E9102,Accidental drowning and submersion while engaged in other sport or recreational activity without diving equipment,Swimming accident NOS,
+E9103,Accidental drowning and submersion while swimming or diving for purposes other than recreation or sport,Swimming/diving acc NEC,
+E9104,Accidental drowning and submersion in bathtub,Drowning in bathtub,
+E9108,Other accidental drowning or submersion,Accidental drowning NEC,
+E9109,Unspecified accidental drowning or submersion,Accidental drowning NOS,
+E911,Inhalation and ingestion of food causing obstruction of respiratory tract or suffocation,Resp obstr-food inhal,
+E912,Inhalation and ingestion of other object causing obstruction of respiratory tract or suffocation,Resp obstr-inhal obj NEC,
+E9130,Accidental mechanical suffocation in bed or cradle,Suffocat in bed/cradle,
+E9131,Accidental mechanical suffocation by plastic bag,Suffocation-plastic bag,
+E9132,Accidental mechanical suffocation due to lack of air (in closed place),Suffocation-lack of air,
+E9133,Accidental mechanical suffocation by falling earth or other substance,Cave-in NOS,
+E9138,Accidental mechanical suffocation by other specified means,Suffocation NEC,
+E9139,Accidental mechanical suffocation by unspecified means,Suffocation NOS,
+E914,Foreign body accidentally entering eye and adnexa,FB entering eye,
+E915,Foreign body accidentally entering other orifice,FB entering oth orifice,
+E916,Struck accidentally by falling object,Struck by falling object,
+E9170,Striking against or struck accidentally by objects or persons in sports,Sports acc w/o sub fall,
+E9171,"Striking against or struck accidentally by a crowd, by collective fear or panic",Crowd w/o sub fall,
+E9172,Striking against or struck accidentally in running water,Run water w/o sub fall,
+E9173,Striking against or struck accidentally by furniture without subsequent fall,Furnit w/o sub fall,
+E9174,Striking against or struck accidentally by other stationary object without subsequent fall,Stat ob w/o sub fall NEC,
+E9175,Striking against or struck accidentally by object in sports with subsequent fall,Sports acc w sub fall,
+E9176,"Striking against or struck accidentally caused by a crowd, by collective fear or panic with subsequent fall",Crowd accidnt w sub fall,
+E9177,Striking against or struck accidentally by furniture with subsequent fall,Furniture acc w sub fall,
+E9178,Striking against or struck accidentally by other stationary object with subsequent fall,Stat obj w sub fall NEC,
+E9179,Other accident caused by striking against or being struck accidentally by objects or persons,Obj w-w/o sub fall NEC,
+E918,Caught accidentally in or between objects,Caught between objects,
+E9190,Accidents caused by agricultural machines,Machine accid-agricult,
+E9191,Accidents caused by mining and earth-drilling machinery,Machine accid-mining,
+E9192,Accidents caused by lifting machines and appliances,Lifting machine accident,
+E9193,Accidents caused by metalworking machines,Metalworking machine acc,
+E9194,Accidents caused by woodworking and forming machines,Woodworking machine acc,
+E9195,"Accidents caused by prime movers, except electrical motors",Prime mover machine acc,
+E9196,Accidents caused by transmission machinery,Transmission machine acc,
+E9197,"Accidents caused by earth moving, scraping, and other excavating machines",Earth moving machine acc,
+E9198,Accidents caused by other specified machinery,Machinery accident NEC,
+E9199,Accidents caused by unspecified machinery,Machinery accident NOS,
+E9200,Accidents caused by powered lawn mower,Acc-powered lawn mower,
+E9201,Accidents caused by other powered hand tools,Acc-power hand tool NEC,
+E9202,Accidents caused by powered household appliances and implements,Acc-power house applianc,
+E9203,"Accidents caused by knives, swords, and daggers",Knife/sword/dagger acc,
+E9204,Accidents caused by other hand tools and implements,Accid-other hand tools,
+E9205,Accidents caused by hypodermic needle,Acc-hypodermic needle,
+E9208,Accidents caused by other specified cutting and piercing instruments or objects,Acc-cutting instrum NEC,
+E9209,Accidents caused by unspecified cutting and piercing instrument or object,Acc-cutting instrum NOS,
+E9210,Accident caused by explosion of boilers,Boiler explosion,
+E9211,Accident caused by explosion of gas cylinders,Gas cylinder explosion,
+E9218,Accident caused by explosion of other specified pressure vessels,Press vessel explos NEC,
+E9219,Accident caused by explosion of unspecified pressure vessel,Press vessel explos NOS,
+E9220,Accident caused by handgun,Handgun accident,
+E9221,Accident caused by shotgun (automatic),Shotgun accident,
+E9222,Accident caused by hunting rifle,Hunting rifle accident,
+E9223,Accident caused by military firearms,Military firearm accid,
+E9224,Accident caused by air gun,Accident - air gun,
+E9225,Accident caused by paintball gun,Accident-paintball gun,
+E9228,Accident caused by other specified firearm missile,Firearm accident NEC,
+E9229,Accident caused by unspecified firearm missile,Firearm accident NOS,
+E9230,Accident caused by fireworks,Fireworks accident,
+E9231,Accident caused by blasting materials,Blasting materials accid,
+E9232,Accident caused by explosive gases,Explosive gases accident,
+E9238,Accident caused by other explosive materials,Explosives accident NEC,
+E9239,Accident caused by unspecified explosive material,Explosives accident NOS,
+E9240,"Accident caused by hot liquids and vapors, including steam",Acc-hot liquid & steam,
+E9241,Accident caused by caustic and corrosive substances,Accid-caustic substance,
+E9242,Accident caused by hot (boiling) tap water,Acc-hot tap water,
+E9248,Accident caused by other hot substance or object,Hot substance accid NEC,
+E9249,Accident caused by unspecified hot substance or object,Hot substance accid NOS,
+E9250,Accident caused by domestic wiring and appliances,Domestic wiring accident,
+E9251,"Accident caused by electric current in electric power generating plants, distribution stations, transmission lines",Electr power generat acc,
+E9252,"Accident caused by industrial wiring, appliances, and electrical machinery",Indust wiring/machin acc,
+E9258,Accident caused by other electric current,Electric current acc NEC,
+E9259,Accident caused by unspecified electric current,Electric current acc NOS,
+E9260,Exposure to radiofrequency radiation,Radiofreq radiat exposur,
+E9261,Exposure to infra-red radiation from heaters and lamps,Infra-red appl rad exos,
+E9262,Exposure to visible and ultraviolet light sources,Vis/ultraviol lght expos,
+E9263,Exposure to x-rays and other electromagnetic ionizing radiation,X-ray/gamma ray exposure,
+E9264,Exposure to lasers,Laser exposure,
+E9265,Exposure to radioactive isotopes,Radioact isotope exposur,
+E9268,Exposure to other specified radiation,Radiation exposure NEC,
+E9269,Exposure to unspecified radiation,Radiation exposure NOS,
+E9270,Overexertion from sudden strenuous movement,Overxrt-sudn stren mvmt,
+E9271,Overexertion from prolonged static position,Overxrt-prolng stc postn,
+E9272,Excessive physical exertion,Excess physical exert,
+E9273,Cumulative trauma from repetitive motion,Cumltv trma-repetv motn,
+E9274,Cumulative trauma from repetitive impact,Cumltv trma-repetv impct,
+E9278,Other overexertion and strenuous and repetitive movements or loads,Overexert reptv mvmt NEC,
+E9279,Unspecified overexertion and strenuous and repetitive movements or loads,Overexert reptv mvmt NOS,
+E9280,Prolonged stay in weightless environment,Acc d/t weightless envir,
+E9281,Exposure to noise,Exposure to noise,
+E9282,Vibration,Exposure to vibration,
+E9283,Human bite,Human bite - accidental,
+E9284,External constriction caused by hair,Ext constriction-hair,
+E9285,External constriction caused by other object,Ext constriction-obj NEC,
+E9286,Environmental exposure to harmful algae and toxins,Envir expose algae/toxin,
+E9287,"Environmental and accidental causes, mechanism or component of firearm and air gun",Accidnt-mech firearm/gun,
+E9288,Other accidents,Accident NEC,
+E9289,Unspecified accident,Accident NOS,
+E9290,Late effects of motor vehicle accident,Late eff motor vehic acc,
+E9291,Late effects of other transport accident,Late eff transport acc,
+E9292,Late effects of accidental poisoning,Late eff acc poisoning,
+E9293,Late effects of accidental fall,Late eff accidental fall,
+E9294,Late effects of accident caused by fire,Late eff fire acc,
+E9295,Late effects of accident due to natural and environmental factors,Late eff environment acc,
+E9298,Late effects of other accidents,Late eff accident NEC,
+E9299,Late effects of unspecified accident,Late eff accident NOS,
+E9300,Penicillins causing adverse effects in therapeutic use,Adv eff penicillins,
+E9301,Antifungal antibiotics causing adverse effects in therapeutic use,Adv eff antifung antbiot,
+E9302,Chloramphenicol group causing adverse effects in therapeutic use,Adv eff chloramphenicol,
+E9303,Erythromycin and other macrolides causing adverse effects in therapeutic use,Adv eff erythromycin,
+E9304,Tetracycline group causing adverse effects in therapeutic use,Adv eff tetracycline,
+E9305,Cephalosporin group causing adverse effects in therapeutic use,Adv eff cephalosporin,
+E9306,Antimycobacterial antibiotics causing adverse effects in therapeutic use,Adv eff antmycob antbiot,
+E9307,Antineoplastic antibiotics causing adverse effects in therapeutic use,Adv eff antineop antbiot,
+E9308,Other specified antibiotics causing adverse effects in therapeutic use,Adv eff antibiotics NEC,
+E9309,Unspecified antibiotic causing adverse effects in therapeutic use,Adv eff antibiotic NOS,
+E9310,Sulfonamides causing adverse effects in therapeutic use,Adv eff sulfonamides,
+E9311,Arsenical anti-infectives causing adverse effects in therapeutic use,Adv eff arsenic anti-inf,
+E9312,Heavy metal anti-infectives causing adverse effects in therapeutic use,Adv eff metal anti-inf,
+E9313,Quinoline and hydroxyquinoline derivatives causing adverse effects in therapeutic use,Adv eff quinoline,
+E9314,Antimalarials and drugs acting on other blood protozoa causing adverse effects in therapeutic use,Adv eff antimalarials,
+E9315,Other antiprotozoal drugs causing adverse effects in therapeutic use,Adv eff antprotazoal NEC,
+E9316,Anthelmintics causing adverse effects in therapeutic use,Adv eff anthelmintics,
+E9317,Antiviral drugs causing adverse effects in therapeutic use,Adv eff antiviral drugs,
+E9318,Other antimycobacterial drugs causing adverse effects in therapeutic use,Adv eff antimycobac NEC,
+E9319,Other and unspecified anti-infectives causing adverse effects in therapeutic use,Adv eff antinfct NEC/NOS,
+E9320,Adrenal cortical steroids causing adverse effects in therapeutic use,Adv eff corticosteroids,
+E9321,Androgens and anabolic congeners causing adverse effects in therapeutic use,Adv eff androgens,
+E9322,Ovarian hormones and synthetic substitutes causing adverse effects in therapeutic use,Adv eff ovarian hormones,
+E9323,Insulins and antidiabetic agents causing adverse effects in therapeutic use,Adv eff insulin/antidiab,
+E9324,Anterior pituitary hormones causing adverse effects in therapeutic use,Adv eff ant pituitary,
+E9325,Posterior pituitary hormones causing adverse effects in therapeutic use,Adv eff post pituitary,
+E9326,Parathyroid and parathyroid derivatives causing adverse effects in therapeutic use,Adv eff parathyroid,
+E9327,Thyroid and thyroid derivatives causing adverse effects in therapeutic use,Adv eff thyroid & deriv,
+E9328,Antithyroid agents causing adverse effects in therapeutic use,Adv eff antithyroid agnt,
+E9329,Other and unspecified hormones and synthetic substitutes causing adverse effects in therapeutic use,Adv eff hormones NEC/NOS,
+E9330,Antiallergic and antiemetic drugs causing adverse effects in therapeutic use,Adv eff anallrg/antemet,
+E9331,Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use,Adv eff antineoplastic,
+E9332,Acidifying agents causing adverse effects in therapeutic use,Adv eff acidifying agent,
+E9333,Alkalizing agents causing adverse effects in therapeutic use,Adv eff alkalizing agent,
+E9334,"Enzymes, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff enzymes NEC,
+E9335,"Vitamins, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff vitamins NEC,
+E9336,Oral bisphosphonates,Oral bisphosphonates,
+E9337,Intravenous bisphosphonates,IV bisphosphonates,
+E9338,"Other systemic agents, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff systemic agt NEC,
+E9339,Unspecified systemic agent causing adverse effects in therapeutic use,Adv eff systemic agt NOS,
+E9340,Iron and its compounds causing adverse effects in therapeutic use,Adv eff iron & compounds,
+E9341,Liver preparations and other antianemic agents causing adverse effects in therapeutic use,Adv eff liver/antianemic,
+E9342,Anticoagulants causing adverse effects in therapeutic use,Adv eff anticoagulants,
+E9343,Vitamin k [phytonadione] causing adverse effects in therapeutic use,Adv eff vitamin k,
+E9344,Fibrinolysis-affecting drugs causing adverse effects in therapeutic use,Adv eff fibrinolysis agt,
+E9345,Anticoagulant antagonists and other coagulants causing adverse effects in therapeutic use,Adv eff coagulants,
+E9346,Gamma globulin causing adverse effects in therapeutic use,Adv eff gamma globulin,
+E9347,Natural blood and blood products causing adverse effects in therapeutic use,Adv eff blood products,
+E9348,Other agents affecting blood constituents causing adverse effects in therapeutic use,Adv eff blood agent NEC,
+E9349,Unspecified agent affecting blood constituents causing adverse effects in therapeutic use,Adv eff blood agent NOS,
+E9350,Heroin causing adverse effects in therapeutic use,Adv eff heroin,
+E9351,Methadone causing averse effects in therapeutic use,Adv eff methadone,
+E9352,Other opiates and related narcotics causing adverse effects in therapeutic use,Adv eff opiates,
+E9353,Salicylates causing adverse effects in therapeutic use,Adv eff salicylates,
+E9354,"Aromatic analgesics, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff arom analgsc NEC,
+E9355,Pyrazole derivatives causing adverse effects in therapeutic use,Adv eff pyrazole deriv,
+E9356,Antirheumatics [antiphlogistics] causing adverse effects in therapeutic use,Adv eff antirheumatics,
+E9357,Other non-narcotic analgesics causing adverse effects in therapeutic use,Adv eff non-narc analgsc,
+E9358,Other specified analgesics and antipyretics causing adverse effects in therapeutic use,Adv eff analgesics NEC,
+E9359,Unspecified analgesic and antipyretic causing adverse effects in therapeutic use,Adv eff analgesic NOS,
+E9360,Oxazolidine derivatives causing adverse effects in therapeutic use,Adv eff oxazolidin deriv,
+E9361,Hydantoin derivatives causing adverse effects in therapeutic use,Adv eff hydantoin deriv,
+E9362,Succinimides causing adverse effects in therapeutic use,Adv eff succinimides,
+E9363,Other and unspecified anticonvulsants causing adverse effects in therapeutic use,Adv eff antconvl NEC/NOS,
+E9364,Anti-parkinsonism drugs causing adverse effects in therapeutic use,Adv eff anti-parkinson,
+E9370,Barbiturates causing adverse effects in therapeutic use,Adv eff barbiturates,
+E9371,Chloral hydrate group causing adverse effects in therapeutic use,Adv eff chloral hydrate,
+E9372,Paraldehyde causing adverse effects in therapeutic use,Adv eff paraldehyde,
+E9373,Bromine compounds causing adverse effects in therapeutic use,Adv eff bromine compnds,
+E9374,Methaqualone compounds causing adverse effects in therapeutic use,Adv eff methaqualone,
+E9375,Glutethimide group causing adverse effects in therapeutic use,Adv eff glutethimide,
+E9376,"Mixed sedatives, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff mix sedative,
+E9378,Other sedatives and hypnotics causing adverse effects in therapeutic use,Adv eff sedat/hypnot NEC,
+E9379,Unspecified sedatives and hypnotics causing adverse effects in therapeutic use,Adv eff sedat/hypnot NOS,
+E9380,Central nervous system muscle-tone depressants causing adverse effects in therapeutic use,Adv eff cns muscl depres,
+E9381,Halothane causing adverse effects in therapeutic use,Adv eff halothane,
+E9382,Other gaseous anesthetics causing adverse effects in therapeutic use,Adv eff gas anesthet NEC,
+E9383,Intravenous anesthetics causing adverse effects in therapeutic use,Adv eff intraven anesth,
+E9384,Other and unspecified general anesthetics causing adverse effects in therapeutic use,Adv eff gen anes NEC/NOS,
+E9385,Surface and infiltration anesthetics causing adverse effects in therapeutic use,Adv eff topic/infil anes,
+E9386,Peripheral nerve- and plexus-blocking anesthetics causing adverse effects in therapeutic use,Adv eff nerve-block anes,
+E9387,Spinal anesthetics causing adverse effects in therapeutic use,Adv eff spinal anesthet,
+E9389,Other and unspecified local anesthetics causing adverse effects in therapeutic use,Adv eff loc anes NEC/NOS,
+E9390,Antidepressants causing adverse effects in therapeutic use,Adv eff antidepressants,
+E9391,Phenothiazine-based tranquilizers causing adverse effects in therapeutic use,Adv eff phenothiaz tranq,
+E9392,Butyrophenone-based tranquilizers causing adverse effects in therapeutic use,Adv eff butyrophen tranq,
+E9393,"Other antipsychotics, neuroleptics, and major tranquilizers causing adverse effects in therapeutic use",Adv eff antipsychotc NEC,
+E9394,Benzodiazepine-based tranquilizers causing adverse effects in therapeutic use,Adv eff benzodiaz tranq,
+E9395,Other tranquilizers causing adverse effects in therapeutic use,Adv eff tranquilizer NEC,
+E9396,Psychodysleptics [hallucinogens] causing adverse effects in therapeutic use,Adv eff hallucinogens,
+E9397,Psychostimulants causing adverse effects in therapeutic use,Adv eff psychostimulants,
+E9398,Other psychotropic agents causing adverse effects in therapeutic use,Adv eff psychotropic NEC,
+E9399,Unspecified psychotropic agent causing adverse effects in therapeutic use,Adv eff psychotropic NOS,
+E9400,Analeptics causing adverse effects in therapeutic use,Adv eff analeptics,
+E9401,Opiate antagonists causing adverse effects in therapeutic use,Adv eff opiat antagonist,
+E9408,Other specified central nervous system stimulants causing adverse effects in therapeutic use,Adv eff cns stimulnt NEC,
+E9409,Unspecified central nervous system stimulant causing adverse effects in therapeutic use,Adv eff cns stimulnt NOS,
+E9410,Parasympathomimetics [cholinergics] causing adverse effects in therapeutic use,Adv eff cholinergics,
+E9411,Parasympatholytics [anticholinergics and antimuscarinics] and spasmolytics causing adverse effects in therapeutic use,Adv eff parasympatholytc,
+E9412,Sympathomimetics [adrenergics] causing adverse effects in therapeutic use,Adv eff sympathomimetics,
+E9413,Sympatholytics [antiadrenergics] causing adverse effects in therapeutic use,Adv eff sympatholytics,
+E9419,Unspecified drug primarily affecting the autonomic nervous system causing adverse effects in therapeutic use,Adv eff autonom agnt NOS,
+E9420,Cardiac rhythm regulators causing adverse effects in therapeutic use,Adv eff card rhyth regul,
+E9421,Cardiotonic glycosides and drugs of similar action causing adverse effects in therapeutic use,Adv eff cardiotonics,
+E9422,Antilipemic and antiarteriosclerotic drugs causing adverse effects in therapeutic use,Adv eff antilipemics,
+E9423,Ganglion-blocking agents causing adverse effects in therapeutic use,Adv eff ganglion-block,
+E9424,Coronary vasodilators causing adverse effects in therapeutic use,Adv eff coronary vasodil,
+E9425,Other vasodilators causing adverse effects in therapeutic use,Adv eff vasodilators NEC,
+E9426,Other antihypertensive agents causing adverse effects in therapeutic use,Adv eff antihyperten agt,
+E9427,"Antivaricose drugs, including sclerosing agents, causing adverse effects in therapeutic use",Adv eff antivaricose,
+E9428,Capillary-active drugs causing adverse effects in therapeutic use,Adv eff capillary-act,
+E9429,Other and unspecified agents primarily affecting the cardiovascular system causing adverse effects in therapeutic use,Adv eff cardiovasc NEC,
+E9430,Antacids and antigastric secretion drugs causing adverse effects in therapeutic use,Adv eff antacids,
+E9431,Irritant cathartics causing adverse effects in therapeutic use,Adv eff irrit cathartic,
+E9432,Emollient cathartics causing adverse effects in therapeutic use,Adv eff emoll cathartics,
+E9433,"Other cathartics, including intestinal atonia drugs, causing adverse effects in therapeutic use",Adv eff cathartics NEC,
+E9434,Digestants causing adverse effects in therapeutic use,Adv eff digestants,
+E9435,Antidiarrheal drugs causing adverse effects in therapeutic use,Adv eff antidiarrhea agt,
+E9436,Emetics causing adverse effects in therapeutic use,Adv eff emetics,
+E9438,Other specified agents primarily affecting the gastro-intestinal system causing adverse effects in therapeutic use,Adv eff GI agent NEC,
+E9439,Unspecified agent primarily affecting the gastrointestinal system causing adverse effects in therapeutic use,Adv eff GI agent NOS,
+E9440,Mercurial diuretics causing adverse effects in therapeutic use,Adv eff mercury diuretic,
+E9441,Purine derivative diuretics causing adverse effects in therapeutic use,Adv eff purine diuretics,
+E9442,Carbonic acid anhydrase inhibitors causing adverse effects in therapeutic use,Adv eff acetazolamide,
+E9443,Saluretics causing adverse effects in therapeutic use,Adv eff saluretics,
+E9444,Other diuretics causing adverse effects in therapeutic use,Adv eff diuretics NEC,
+E9445,"Electrolytic, caloric, and water-balance agents causing adverse effects in therapeutic use",Adv eff electrolyte agnt,
+E9446,"Other mineral salts, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff mineral salt NEC,
+E9447,Uric acid metabolism drugs causing adverse effects in therapeutic use,Adv eff uric acid metab,
+E9450,Oxytocic agents causing adverse effects in therapeutic use,Adv eff oxytocic agents,
+E9451,Smooth muscle relaxants causing adverse effects in therapeutic use,Adv eff smooth musc relx,
+E9452,Skeletal muscle relaxants causing adverse effects in therapeutic use,Adv eff skelet musc relx,
+E9453,Other and unspecified drugs acting on muscles causing adverse effects in therapeutic use,Adv eff musc agt NEC/NOS,
+E9454,Antitussives causing adverse effects in therapeutic use,Adv eff antitussives,
+E9455,Expectorants causing adverse effects in therapeutic use,Adv eff expectorants,
+E9456,Anti-common cold drugs causing adverse effects in therapeutic use,Adv eff anti-common cold,
+E9457,Antiasthmatics causing adverse effects in therapeutic use,Adv eff antiasthmatics,
+E9458,Other and unspecified respiratory drugs causing adverse effects in therapeutic use,Adv eff resp drg NEC/NOS,
+E9460,Local anti-infectives and anti-inflammatory drugs causing adverse effects in therapeutic use,Adv eff loc anti-infectv,
+E9461,Antipruritics causing adverse effects in therapeutic use,Adv eff antipruritics,
+E9462,Local astringents and local detergents causing adverse effects in therapeutic use,Adv eff local astringent,
+E9463,"Emollients, demulcents, and protectants causing adverse effects in therapeutic use",Adv eff emollient/demulc,
+E9464,"Keratolytics, keratoplastics, other hair treatment drugs and preparations causing adverse effects in therapeutic use",Adv eff hair/scalp prep,
+E9465,Eye anti-infectives and other eye drugs causing adverse effects in therapeutic use,Adv eff eye anti-inf/drg,
+E9466,"Anti-infectives and other drugs and preparations for ear, nose, and throat causing adverse effects in therapeutic use",Adv eff ent anti-inf/drg,
+E9467,Dental drugs topically applied causing adverse effects in therapeutic use,Adv eff topic dental drg,
+E9468,Other agents primarily affecting skin and mucous membrane causing adverse effects in therapeutic use,Adv eff skin agent NEC,
+E9469,Unspecified agent primarily affecting skin and mucous membrane causing adverse effects in therapeutic use,Adv eff skin agent NOS,
+E9470,Dietetics causing adverse effects in therapeutic use,Adv eff dietetics,
+E9471,Lipotropic drugs causing adverse effects in therapeutic use,Adv eff lipotropic drugs,
+E9472,"Antidotes and chelating agents, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff antidotes NEC,
+E9473,Alcohol deterrents causing adverse effects in therapeutic use,Adv eff alcohol deter,
+E9474,Pharmaceutical excipients causing adverse effects in therapeutic use,Adv eff pharmaceut excip,
+E9478,Other drugs and medicinal substances causing adverse effects in therapeutic use,Adv eff medicinal NEC,
+E9479,Unspecified drug or medicinal substance causing adverse effects in therapeutic use,Adv eff medicinal NOS,
+E9480,Bcg vaccine causing adverse effects in therapeutic use,Adv eff bcg vaccine,
+E9481,Typhoid and paratyphoid vaccines causing adverse effects in therapeutic use,Adv eff typhoid vaccine,
+E9482,Cholera vaccine causing adverse effects in therapeutic use,Adv eff cholera vaccine,
+E9483,Plague vaccine causing adverse effects in therapeutic use,Adv eff plague vaccine,
+E9484,Tetanus vaccine causing adverse effects in therapeutic use,Adv eff tetanus vaccine,
+E9485,Diphtheria vaccine causing adverse effects in therapeutic use,Adv eff diphther vaccine,
+E9486,"Pertussis vaccine, including combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff pertussis vaccin,
+E9488,Other and unspecified bacterial vaccines causing adverse effects in therapeutic use,Adv eff bact vac NEC/NOS,
+E9489,"Mixed bacterial vaccines, except combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff mix bact vaccine,
+E9490,Smallpox vaccine causing adverse effects in therapeutic use,Adv eff smallpox vaccine,
+E9491,Rabies vaccine causing adverse effects in therapeutic use,Adv eff rabies vaccine,
+E9492,Typhus vaccine causing adverse effects in therapeutic use,Adv eff typhus vaccine,
+E9493,Yellow fever vaccine causing adverse effects in therapeutic use,Adv eff yellow fever vac,
+E9494,Measles vaccine causing adverse effects in therapeutic use,Adv eff measles vaccine,
+E9495,Poliomyelitis vaccine causing adverse effects in therapeutic use,Adv eff polio vaccine,
+E9496,Other and unspecified viral and rickettsial vaccines causing adverse effects in therapeutic use,Adv eff viral vacc NEC,
+E9497,"Mixed viral-rickettsial and bacterial vaccines, except combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff mixed viral-bact,
+E9499,Other and unspecified vaccines and biological substances causing adverse effects in therapeutic use,Adv eff biologic NEC/NOS,
+E9500,"Suicide and self-inflicted poisoning by analgesics, antipyretics, and antirheumatics",Poison-analgesics,
+E9501,Suicide and self-inflicted poisoning by barbiturates,Poison-barbiturates,
+E9502,Suicide and self-inflicted poisoning by other sedatives and hypnotics,Poison-sedat/hypnotic,
+E9503,Suicide and self-inflicted poisoning by tranquilizers and other psychotropic agents,Poison-psychotropic agt,
+E9504,Suicide and self-inflicted poisoning by other specified drugs and medicinal substances,Poison-drug/medicin NEC,
+E9505,Suicide and self-inflicted poisoning by unspecified drug or medicinal substance,Poison-drug/medicin NOS,
+E9506,Suicide and self-inflicted poisoning by agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers,Poison-agricult agent,
+E9507,Suicide and self-inflicted poisoning by corrosive and caustic substances,Poison-corrosiv/caustic,
+E9508,Suicide and self-inflicted poisoning by arsenic and its compounds,Poison-arsenic,
+E9509,Suicide and self-inflicted poisoning by other and unspecified solid and liquid substances,Poison-solid/liquid NEC,
+E9510,Suicide and self-inflicted poisoning by gas distributed by pipeline,Poison-piped gas,
+E9511,Suicide and self-inflicted poisoning by liquefied petroleum gas distributed in mobile containers,Poison-gas in container,
+E9518,Suicide and self-inflicted poisoning by other utility gas,Poison-utility gas NEC,
+E9520,Suicide and self-inflicted poisoning by motor vehicle exhaust gas,Poison-exhaust gas,
+E9521,Suicide and self-inflicted poisoning by other carbon monoxide,Poison-co NEC,
+E9528,Suicide and self-inflicted poisoning by other specified gases and vapors,Poison-gas/vapor NEC,
+E9529,Suicide and self-inflicted poisoning by unspecified gases and vapors,Poison-gas/vapor NOS,
+E9530,Suicide and self-inflicted injury by hanging,Injury-hanging,
+E9531,Suicide and self-inflicted injury by suffocation by plastic bag,Injury-suff w plas bag,
+E9538,Suicide and self-inflicted injury by other specified means,Injury-strang/suff NEC,
+E9539,Suicide and self-inflicted injury by unspecified means,Injury-strang/suff NOS,
+E954,Suicide and self-inflicted injury by submersion [drowning],Injury-submersion,
+E9550,Suicide and self-inflicted injury by handgun,Injury-handgun,
+E9551,Suicide and self-inflicted injury by shotgun,Injury-shotgun,
+E9552,Suicide and self-inflicted injury by hunting rifle,Injury-hunting rifle,
+E9553,Suicide and self-inflicted injury by military firearms,Injury-military firearm,
+E9554,Suicide and self-inflicted injury by other and unspecified firearm,Injury-firearm NEC,
+E9555,Suicide and self-inflicted injury by explosives,Injury-explosives,
+E9556,Suicide and self-inflicted injury by air gun,Self inflict acc-air gun,
+E9557,Suicide and self-inflicted injury by paintball gun,Self inj-paintball gun,
+E9559,"Suicide and self-inflicted injury by firearms and explosives, unspecified",Injury-firearm/expl NOS,
+E956,Suicide and self-inflicted injury by cutting and piercing instrument,Injury-cut instrument,
+E9570,Suicide and self-inflicted injuries by jumping from residential premises,Injury-jump fm residence,
+E9571,Suicide and self-inflicted injuries by jumping from other man-made structures,Injury-jump fm struc NEC,
+E9572,Suicide and self-inflicted injuries by jumping from natural sites,Injury-jump fm natur sit,
+E9579,Suicide and self-inflicted injuries by jumping from unspecified site,Injury-jump NEC,
+E9580,Suicide and self-inflicted injury by jumping or lying before moving object,Injury-moving object,
+E9581,"Suicide and self-inflicted injury by burns, fire","Injury-burn, fire",
+E9582,Suicide and self-inflicted injury by scald,Injury-scald,
+E9583,Suicide and self-inflicted injury by extremes of cold,Injury-extreme cold,
+E9584,Suicide and self-inflicted injury by electrocution,Injury-electrocution,
+E9585,Suicide and self-inflicted injury by crashing of motor vehicle,Injury-motor veh crash,
+E9586,Suicide and self-inflicted injury by crashing of aircraft,Injury-aircraft crash,
+E9587,"Suicide and self-inflicted injury by caustic substances, except poisoning",Injury-caustic substance,
+E9588,Suicide and self-inflicted injury by other specified means,Injury-NEC,
+E9589,Suicide and self-inflicted injury by unspecified means,Injury-NOS,
+E959,Late effects of self-inflicted injury,Late eff of self-injury,
+E9600,Unarmed fight or brawl,Unarmed fight or brawl,
+E9601,Rape,Rape,
+E961,"Assault by corrosive or caustic substance, except poisoning",Assault-corrosiv/caust,
+E9620,Assault by drugs and medicinal substances,Assault-pois w medic agt,
+E9621,Assault by other solid and liquid substances,Assault-pois w solid/liq,
+E9622,Assault by other gases and vapors,Assault-pois w gas/vapor,
+E9629,Assault by unspecified poisoning,Assault-poisoning NOS,
+E963,Assault by hanging and strangulation,Assault-hanging/strangul,
+E964,Assault by submersion [drowning],Assault-submersion,
+E9650,Assault by handgun,Assault-handgun,
+E9651,Assault by shotgun,Assault-shotgun,
+E9652,Assault by hunting rifle,Assault-hunting rifle,
+E9653,Assault by military firearms,Assault-military weapon,
+E9654,Assault by other and unspecified firearm,Assault-firearm NEC,
+E9655,Assault by antipersonnel bomb,Assault-antiperson bomb,
+E9656,Assault by gasoline bomb,Assault-gasoline bomb,
+E9657,Assault by letter bomb,Assault-letter bomb,
+E9658,Assault by other specified explosive,Assault-explosive NEC,
+E9659,Assault by unspecified explosive,Assault-explosive NOS,
+E966,Assault by cutting and piercing instrument,Assault-cutting instr,
+E9670,"Perpetrator of child and adult abuse, by father, stepfather, or boyfriend",Abuse by fther/stpfth/bf,
+E9671,"Perpetrator of child and adult abuse, by other specified person",Child abuse by pers NEC,
+E9672,"Perpetrator of child and adult abuse, by mother, stepmother, or girlfriend",Abuse by mther/stpmth/gf,
+E9673,"Perpetrator of child and adult abuse, by spouse or partner",Batter by spouse/partner,
+E9674,"Perpetrator of child and adult abuse, by child",Battering by child,
+E9675,"Perpetrator of child and adult abuse, by sibling",Battering by sibling,
+E9676,"Perpetrator of child and adult abuse, by grandparent",Battering by grandparent,
+E9677,"Perpetrator of child and adult abuse, by other relative",Batter by other relative,
+E9678,"Perpetrator of child and adult abuse, by non-related caregiver",Batter by non-relative,
+E9679,"Perpetrator of child and adult abuse, by unspecified person",Child abuse NOS,
+E9680,Assault by fire,Assault-fire,
+E9681,Assault by pushing from a high place,Asslt-push from hi place,
+E9682,Assault by striking by blunt or thrown object,Assault-striking w obj,
+E9683,Assault by hot liquid,Assault-hot liquid,
+E9684,Assault by criminal neglect,Assault-criminal neglect,
+E9685,Assault by transport vehicle,Asslt-transport vehicle,
+E9686,Assault by air gun,Assault - air gun,
+E9687,Assault by human bite,Human bite - assault,
+E9688,Assault by other specified means,Assault NEC,
+E9689,Assault by unspecified means,Assault NOS,
+E969,Late effects of injury purposely inflicted by other person,Late effect assault,
+E970,Injury due to legal intervention by firearms,Legal intervent-firearm,
+E971,Injury due to legal intervention by explosives,Legal intervent-explosiv,
+E972,Injury due to legal intervention by gas,Legal intervent-gas,
+E973,Injury due to legal intervention by blunt object,Legal interven-blunt obj,
+E974,Injury due to legal intervention by cutting and piercing instrument,Legal interven-cut instr,
+E975,Injury due to legal intervention by other specified means,Legal intervention NEC,
+E976,Injury due to legal intervention by unspecified means,Legal intervention NOS,
+E977,Late effects of injuries due to legal intervention,Late eff-legal intervent,
+E978,Legal execution,Legal execution,
+E9790,Terrorism involving explosion of marine weapons,"Terrorism,marine weapons",
+E9791,Terrorism involving destruction of aircraft,"Terrorism,dest aircraft",
+E9792,Terrorism involving other explosions and fragments,"Terrorism,explosions",
+E9793,Terrorism involving fires,"Terrorism, fires",
+E9794,Terrorism involving firearms,"Terrorism, firearms",
+E9795,Terrorism involving nuclear weapons,"Terrorism, nuc weapons",
+E9796,Terrorism involving biological weapons,"Terrorism, biologicals",
+E9797,Terrorism involving chemical weapons,"Terrorism, chemicals",
+E9798,Terrorism involving other means,"Terrorism, NEC/NOS",
+E9799,Terrorism secondary effects,"Terrorism, secondary",
+E9800,"Poisoning by analgesics, antipyretics, and antirheumatics, undetermined whether accidentally or purposely inflicted",Undeterm pois-analgesics,
+E9801,"Poisoning by barbiturates, undetermined whether accidentally or purposely inflicted",Undeterm pois-barbiturat,
+E9802,"Poisoning by other sedatives and hypnotics, undetermined whether accidentally or purposely inflicted",Undet pois-sed/hypn NEC,
+E9803,"Poisoning by tranquilizers and other psychotropic agents, undetermined whether accidentally or purposely inflicted",Undeterm pois-psychotrop,
+E9804,"Poisoning by other specified drugs and medicinal substances, undetermined whether accidentally or purposely inflicted",Undet pois-med agnt NEC,
+E9805,"Poisoning by unspecified drug or medicinal substance, undetermined whether accidentally or purposely inflicted",Undet pois-med agnt NOS,
+E9806,"Poisoning by corrosive and caustic substances, undetermined whether accidentally or purposely inflicted",Undet pois-corros/caust,
+E9807,"Poisoning by agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers, undetermined whether accidentally or purposely inflicted",Undet pois-agricult agnt,
+E9808,"Poisoning by arsenic and its compounds, undetermined whether accidentally or purposely inflicted",Undeter pois-arsenic,
+E9809,"Poisoning by other and unspecified solid and liquid substances, undetermined whether accidentally or purposely inflicted",Undeter pois-sol/liq NEC,
+E9810,"Poisoning by gas distributed by pipeline, undetermined whether accidentally or purposely inflicted",Undeter pois-piped gas,
+E9811,"Poisoning by liquefied petroleum gas distributed in mobile containers, undetermined whether accidentally or purposely inflicted",Undet pois-container gas,
+E9818,"Poisoning by other utility gas, undetermined whether accidentally or purposely inflicted",Undet pois-util gas NEC,
+E9820,"Poisoning by motor vehicle exhaust gas, undetermined whether accidentally or purposely inflicted",Undeter pois-exhaust gas,
+E9821,"Poisoning by other carbon monoxide, undetermined whether accidentally or purposely inflicted",Undetermin poison-co NEC,
+E9828,"Poisoning by other specified gases and vapors, undetermined whether accidentally or purposely inflicted",Undet pois-gas/vapor NEC,
+E9829,"Poisoning by unspecified gases and vapors, undetermined whether accidentally or purposely inflicted",Undet pois-gas/vapor NOS,
+E9830,"Hanging, undetermined whether accidentally or purposely inflicted",Undetermin circ-hanging,
+E9831,"Suffocation by plastic bag, undetermined whether accidentally or purposely inflicted",Undet circ-suf plast bag,
+E9838,"Strangulation or suffocation by other specified means, undetermined whether accidentally or purposely inflicted",Undet circ-suffocate NEC,
+E9839,"Strangulation or suffocation by unspecified means, undetermined whether accidentally or purposely inflicted",Undet circ-suffocate NOS,
+E984,"Submersion (drowning), undetermined whether accidentally or purposely inflicted",Undeterm circ-submersion,
+E9850,"Injury by handgun, undetermined whether accidentally or purposely inflicted",Undetermin circ-handgun,
+E9851,"Injury by shotgun, undetermined whether accidentally or purposely inflicted",Undetermin circ-shotgun,
+E9852,"Injury by hunting rifle, undetermined whether accidentally or purposely inflicted",Undet circ-hunting rifle,
+E9853,"Injury by military firearms, undetermined whether accidentally or purposely inflicted",Undet circ-military arms,
+E9854,"Injury by other and unspecified firearm, undetermined whether accidentally or purposely inflicted",Undeter circ-firearm NEC,
+E9855,"Injury by explosives, undetermined whether accidentally or purposely inflicted",Undeterm circ-explosive,
+E9856,"Injury by air gun, undetermined whether accidental or purposely inflicted",Undetrmine accid-air gun,
+E9857,"Injury by paintball gun, undetermined whether accidental or purposely inflicted",Injury paintball gun NOS,
+E986,"Injury by cutting and piercing instruments, undetermined whether accidentally or purposely inflicted",Undet circ-cut instrumnt,
+E9870,"Falling from residential premises, undetermined whether accidentally or purposely inflicted",Undet circ-fall residenc,
+E9871,"Falling from other man-made structures, undetermined whether accidentally or purposely inflicted",Undet fall structure NEC,
+E9872,"Falling from natural sites, undetermined whether accidentally or purposely inflicted",Undet fall natural site,
+E9879,"Falling from unspecified site, undetermined whether accidentally or purposely inflicted",Undet circ-fall site NOS,
+E9880,"Injury by jumping or lying before moving object, undetermined whether accidentally or purposely inflicted",Undeterm circ-moving obj,
+E9881,"Injury by burns or fire, undetermined whether accidentally or purposely inflicted","Undeterm circ-burn, fire",
+E9882,"Injury by scald, undetermined whether accidentally or purposely inflicted",Undeterm circ-scald,
+E9883,"Injury by extremes of cold, undetermined whether accidentally or purposely inflicted",Undeterm circ-extrm cold,
+E9884,"Injury by electrocution, undetermined whether accidentally or purposely inflicted",Undeterm circ-electrocut,
+E9885,"Injury by crashing of motor vehicle, undetermined whether accidentally or purposely inflicted",Undet circ-mot veh crash,
+E9886,"Injury by crashing of aircraft, undetermined whether accidentally or purposely inflicted",Undet circ-aircrft crash,
+E9887,"Injury by caustic substances, except poisoning, undetermined whether accidentally or purposely inflicted",Undet circ-caustic subst,
+E9888,"Injury by other specified means, undetermined whether accidentally or purposely inflicted",Undetermin circumst NEC,
+E9889,"Injury by unspecified means, undetermined whether accidentally or purposely inflicted",Undetermin circumst NOS,
+E989,"Late effects of injury, undetermined whether accidentally or purposely inflicted",Late eff inj-undet circ,
+E9900,Injury due to war operations from gasoline bomb,War inj:gasoline bomb,
+E9901,Injury due to war operations from flamethrower,War inj:flamethrower,
+E9902,Injury due to war operations from incendiary bullet,War inj:incndiary bullet,
+E9903,Injury due to war operations from fire caused indirectly from conventional weapon,War inj:ind convn weapn,
+E9909,Injury due to war operations from other and unspecified source,War injury:fire NEC,
+E9910,Injury due to war operations from rubber bullets (rifle),War inj:rubber bullet,
+E9911,Injury due to war operations from pellets (rifle),War injury:pellets,
+E9912,Injury due to war operations from other bullets,War injury:bullet NEC,
+E9913,Injury due to war operations from antipersonnel bomb (fragments),War inj:antiperson bomb,
+E9914,Injury due to war operations by fragments from munitions,War inj:munition fragmnt,
+E9915,Injury due to war operations by fragments from person-borne improvised explosive device [IED],War inj:prsn-brn fragmnt,
+E9916,Injury due to war operations by fragments from vehicle-borne improvised explosive device [IED],War inj:vehic-borne IED,
+E9917,Injury due to war operations by fragments from other improvised explosive device [IED],War inj:fragment IED NEC,
+E9918,Injury due to war operations by fragments from weapons,War inj:weapon fragments,
+E9919,Injury due to war operations from other and unspecified fragments,War inj:fragments NEC,
+E9920,Injury due to torpedo,War inj:torpedo,
+E9921,Injury due to depth charge,War inj:depth charge,
+E9922,Injury due to marine mines,War inj:marine mines,
+E9923,Injury due to sea-based artillery shell,War inj:seabase art shel,
+E9928,Injury due to war operations by other marine weapons,War inj:marine weapn NEC,
+E9929,Injury due to war operations by unspecified marine weapon,War inj:marine weapn NOS,
+E9930,Injury due to war operations by aerial bomb,War inj:aerial bomb,
+E9931,Injury due to war operations by guided missile,War inj:guided missile,
+E9932,Injury due to war operations by mortar,War inj:mortar,
+E9933,Injury due to war operations by person-borne improvised explosive device [IED],War inj:person IED,
+E9934,Injury due to war operations by vehicle-borne improvised explosive device [IED],War inj:vehicle IED,
+E9935,Injury due to war operations by other improvised explosive device [IED],War inj:IED NEC,
+E9936,Injury due to war operations by unintentional detonation of own munitions,War inj:acc own munition,
+E9937,Injury due to war operations by unintentional discharge of own munitions launch device,War inj:acc disch launch,
+E9938,Injury due to war operations by other specified explosion,War inj:explosion NEC,
+E9939,Injury due to war operations by unspecified explosion,War inj:explosion NOS,
+E9940,Injury due to war operations by destruction of aircraft due to enemy fire or explosives,War inj:aircrft des-enmy,
+E9941,Injury due to war operations by unintentional destruction of aircraft due to own onboard explosives,War inj:aircrft-own expl,
+E9942,Injury due to war operations by destruction of aircraft due to collision with other aircraft,War inj:aircrft collisn,
+E9943,Injury due to war operations by destruction of aircraft due to onboard fire,War inj:aircraft fire,
+E9948,Injury due to war operations by other destruction of aircraft,War inj:aircrft dest NEC,
+E9949,Injury due to war operations by unspecified destruction of aircraft,War inj:aircrft dest NOS,
+E9950,Injury due to war operations by unarmed hand-to-hand combat,War inj:hnd-hnd combat,
+E9951,"Injury due to war operations, struck by blunt object",War inj:blunt object,
+E9952,Injury due to war operations by piercing object,War inj:piercing object,
+E9953,Injury due to war operations by intentional restriction of air and airway,War inj:intn restrct air,
+E9954,Injury due to war operations by unintentional drowning due to inability to surface or obtain air,War inj:unintentl drown,
+E9958,Injury due to war operations by other forms of conventional warfare,War inj:con warfare NEC,
+E9959,Injury due to war operations by unspecified form of conventional warfare,War inj:con warfare NOS,
+E9960,Injury due to war operations by direct blast effect of nuclear weapon,War inj:dir nucl weapon,
+E9961,Injury due to war operations by indirect blast effect of nuclear weapon,War inj:indir nucl weapn,
+E9962,Injury due to war operations by thermal radiation effect of nuclear weapon,War inj:therml radiation,
+E9963,Injury due to war operations by nuclear radiation effects,War inj:nuclear rad eff,
+E9968,Injury due to war operations by other effects of nuclear weapons,War inj:nucl weapon NEC,
+E9969,Injury due to war operations by unspecified effect of nuclear weapon,War inj:nucl weapon NOS,
+E9970,Injury due to war operations by lasers,War injury:lasers,
+E9971,Injury due to war operations by biological warfare,War injury:biol warfare,
+E9972,"Injury due to war operations by gases, fumes, and chemicals",War injury:gas/fum/chem,
+E9973,"Injury due to war operations by weapon of mass destruction [WMD], unspecified",War inj:WMD NOS,
+E9978,Injury due to other specified forms of unconventional warfare,War inj-unconven war NEC,
+E9979,Injury due to unspecified form of unconventional warfare,War inj-unconven war NOS,
+E9980,Injury due to war operations but occurring after cessation of hostilities by explosion of mines,War inj:expl mine-cease,
+E9981,Injury due to war operations but occurring after cessation of hostilities by explosion of bombs,War inj:expl bomb-cease,
+E9988,Injury due to other war operations but occurring after cessation of hostilities,War inj:after cease NEC,
+E9989,Injury due to unspecified war operations but occurring after cessation of hostilities,War inj:after cease NOS,
+E9990,Late effect of injury due to war operations,"Late effect, war injury",
+E9991,Late effect of injury due to terrorism,"Late effect, terrorism",
+V010,Contact with or exposure to cholera,Cholera contact,
+V011,Contact with or exposure to tuberculosis,Tuberculosis contact,
+V012,Contact with or exposure to poliomyelitis,Poliomyelitis contact,
+V013,Contact with or exposure to smallpox,Smallpox contact,
+V014,Contact with or exposure to rubella,Rubella contact,
+V015,Contact with or exposure to rabies,Rabies contact,
+V016,Contact with or exposure to venereal diseases,Venereal dis contact,
+V0171,Contact with or exposure to varicella,Varicella contact/exp,
+V0179,Contact with or exposure to other viral diseases,Viral dis contact NEC,
+V0181,Contact with or exposure to anthrax,Contact/exposure-anthrax,
+V0182,Exposure to SARS-associated coronavirus,Exposure to SARS,
+V0183,Contact with or exposure to escherichia coli (E. coli),E. coli contact/exp,
+V0184,Contact with or exposure to meningococcus,Meningococcus contact,
+V0189,Contact with or exposure to other communicable diseases,Communic dis contact NEC,
+V019,Contact with or exposure to unspecified communicable disease,Communic dis contact NOS,
+V020,Carrier or suspected carrier of cholera,Cholera carrier,
+V021,Carrier or suspected carrier of typhoid,Typhoid carrier,
+V022,Carrier or suspected carrier of amebiasis,Amebiasis carrier,
+V023,Carrier or suspected carrier of other gastrointestinal pathogens,GI pathogen carrier NEC,
+V024,Carrier or suspected carrier of diphtheria,Diphtheria carrier,
+V0251,Carrier or suspected carrier of group B streptococcus,Group b streptoc carrier,
+V0252,Carrier or suspected carrier of other streptococcus,Streptococus carrier NEC,
+V0253,Carrier or suspected carrier of Methicillin susceptible Staphylococcus aureus,Meth susc Staph carrier,
+V0254,Carrier or suspected carrier of Methicillin resistant Staphylococcus aureus,Meth resis Staph carrier,
+V0259,Carrier or suspected carrier of other specified bacterial diseases,Bacteria dis carrier NEC,
+V0260,"Viral hepatitis carrier, unspecified",Viral hep carrier NOS,
+V0261,Hepatitis B carrier,Hepatitis B carrier,
+V0262,Hepatitis C carrier,Hepatitis C carrier,
+V0269,Other viral hepatitis carrier,Viral hep carrier NEC,
+V027,Carrier or suspected carrier of gonorrhea,Gonorrhea carrier,
+V028,Carrier or suspected carrier of other venereal diseases,Venereal dis carrier NEC,
+V029,Carrier or suspected carrier of other specified infectious organism,Carrier NEC,
+V030,Need for prophylactic vaccination and inoculation against cholera alone,Vaccin for cholera,
+V031,Need for prophylactic vaccination and inoculation against typhoid-paratyphoid alone [TAB],Vacc-typhoid-paratyphoid,
+V032,Need for prophylactic vaccination and inoculation against tuberculosis [BCG],Vaccin for tuberculosis,
+V033,Need for prophylactic vaccination and inoculation against plague,Vaccin for plague,
+V034,Need for prophylactic vaccination and inoculation against tularemia,Vaccin for tularemia,
+V035,Need for prophylactic vaccination and inoculation against diphtheria alone,Vaccin for diphtheria,
+V036,Need for prophylactic vaccination and inoculation against pertussis alone,Vaccin for pertussis,
+V037,Need for prophylactic vaccination and inoculation against tetanus toxoid alone,Tetanus toxoid inoculat,
+V0381,"Other specified vaccinations against hemophilus influenza, type B [Hib]",Nd vac hmophlus inflnz b,
+V0382,Other specified vaccinations against streptococcus pneumoniae [pneumococcus],Nd vac strptcs pneumni b,
+V0389,Other specified vaccination,Nd other specf vacnation,
+V039,Need for prophylactic vaccination and inoculation against unspecified single bacterial disease,Vaccin for bact dis NOS,
+V040,Need for prophylactic vaccination and inoculation against poliomyelitis,Vaccin for poliomyelitis,
+V041,Need for prophylactic vaccination and inoculation against smallpox,Vaccin for smallpox,
+V042,Need for prophylactic vaccination and inoculation against measles alone,Vaccin for measles,
+V043,Need for prophylactic vaccination and inoculation against rubella alone,Vaccin for rubella,
+V044,Need for prophylactic vaccination and inoculation against yellow fever,Vaccin for yellow fever,
+V045,Need for prophylactic vaccination and inoculation against rabies,Vaccin for rabies,
+V046,Need for prophylactic vaccination and inoculation against mumps alone,Vaccin for mumps,
+V047,Need for prophylactic vaccination and inoculation against common cold,Vaccin for common cold,
+V0481,Need for prophylactic vaccination and inoculation against influenza,Vaccin for influenza,
+V0482,Need for prophylactic vaccination and inoculation against respiratory syncytial virus (RSV),Vaccination for RSV,
+V0489,Need for prophylactic vaccination and inoculation against other viral diseases,Vaccn/inoc viral dis NEC,
+V050,Need for prophylactic vaccination and inoculation against arthropod-borne viral encephalitis,Arbovirus enceph vaccin,
+V051,Need for prophylactic vaccination and inoculation against other arthropod-borne viral diseases,Vacc arboviral dis NEC,
+V052,Need for prophylactic vaccination and inoculation against leishmaniasis,Vaccin for leishmaniasis,
+V053,Need for prophylactic vaccination and inoculation against viral hepatitis,Need prphyl vc vrl hepat,
+V054,Need for prophylactic vaccination and inoculation against varicella,Need prphyl vc varicella,
+V058,Need for prophylactic vaccination and inoculation against other specified disease,Vaccin for disease NEC,
+V059,Need for prophylactic vaccination and inoculation against unspecified single disease,Vaccin for singl dis NOS,
+V060,Need for prophylactic vaccination and inoculation against cholera with typhoid-paratyphoid [cholera + TAB],Vaccin for cholera + tab,
+V061,"Need for prophylactic vaccination and inoculation against diphtheria-tetanus-pertussis, combined [DTP] [DTaP]",Vaccination for DTP-DTaP,
+V062,Need for prophylactic vaccination and inoculation against diptheria-tetanus- pertussis with typhoid-paratyphoid (DTP + TAB),Vaccin for dtp + tab,
+V063,Need for prophylactic vaccination and inoculation against diptheria-tetanus- pertussis with poliomyelitis [DTP + polio],Vaccin for dtp + polio,
+V064,Need for prophylactic vaccination and inoculation against measles-mumps-rubella (MMR),Vac-measle-mumps-rubella,
+V065,Need for prophylactic vaccination and inoculation against tetanus-diphtheria [Td] (DT),Vaccination for Td-DT,
+V066,Need for prophylactic vaccination and inoculation against streptococcus pneumoniae [pneumococcus] and influenza,Nd vac strp pnumn/inflnz,
+V068,Need for prophylactic vaccination and inoculation against other combinations of diseases,Vac-dis combinations NEC,
+V069,Unspecified combined vaccine,Vac-dis combinations NOS,
+V070,Need for isolation,Prophylactic isolation,
+V071,Need for desensitization to allergens,Desensitiza to allergens,
+V072,Need for prophylactic immunotherapy,Prophylact immunotherapy,
+V0731,Need for prophylactic fluoride administration,Prophylac fluoride admin,
+V0739,Need for other prophylactic chemotherapy,Other prophylac chemothr,
+V074,Hormone replacement therapy (postmenopausal),Hormone replace postmeno,
+V0751,Use of selective estrogen receptor modulators (SERMs),Use of SERMs,
+V0752,Use of aromatase inhibitors,Use aromatase inhibitors,
+V0759,Use of other agents affecting estrogen receptors and estrogen levels,Use oth agnt af estrogen,
+V078,Other specified prophylactic or treatment measure,Prophyl or tx meas NEC,
+V079,Unspecified prophylactic or treatment measure,Prophyl or tx meas NOS,
+V08,Asymptomatic human immunodeficiency virus [HIV] infection status,Asymp hiv infectn status,
+V090,Infection with microorganisms resistant to penicillins,Inf mcrg rstn pncllins,
+V091,Infection with microorganisms resistant to cephalosporins and other B-lactam antibiotics,Inf mcrg rstn b-lactam,
+V092,Infection with microorganisms resistant to macrolides,Inf mcrg rstn macrolides,
+V093,Infection with microorganisms resistant to tetracyclines,Inf mcrg rstn ttrcycln,
+V094,Infection with microorganisms resistant to aminoglycosides,Inf mcrg rstn amnglcsds,
+V0950,Infection with microorganisms without mention of resistance to multiple quinolones and fluroquinolones,Inf mcr rst qn flr nt ml,
+V0951,Infection with microorganisms with resistance to multiple quinolones and fluroquinolones,Inf mcrg rstn qn flrq ml,
+V096,Infection with microorganisms resistant to sulfonamides,Inf mcrg rstn sulfnmides,
+V0970,Infection with microorganisms without mention of resistance to multiple antimycobacterial agents,Inf mcr rst oth ag nt ml,
+V0971,Infection with microorganisms with resistance to multiple antimycobacterial agents,Inf mcrg rstn oth ag mlt,
+V0980,Infection with microorganisms without mention of resistance to multiple drugs,Inf mcr rst ot drg nt ml,
+V0981,Infection with microorganisms with resistance to multiple drugs,Inf mcrg rstn oth drg ml,
+V0990,"Infection with drug-resistant microorganisms, unspecified, without mention of multiple drug resistance",Infc mcrg drgrst nt mult,
+V0991,"Infection with drug-resistant microorganisms, unspecified, with multiple drug resistance",Infc mcrg drgrst mult,
+V1000,"Personal history of malignant neoplasm of gastrointestinal tract, unspecified",Hx of GI malignancy NOS,
+V1001,Personal history of malignant neoplasm of tongue,Hx of tongue malignancy,
+V1002,Personal history of malignant neoplasm of other and unspecified oral cavity and pharynx,Hx-oral/pharynx malg NEC,
+V1003,Personal history of malignant neoplasm of esophagus,Hx-esophageal malignancy,
+V1004,Personal history of malignant neoplasm of stomach,Hx of gastric malignancy,
+V1005,Personal history of malignant neoplasm of large intestine,Hx of colonic malignancy,
+V1006,"Personal history of malignant neoplasm of rectum, rectosigmoid junction, and anus",Hx-rectal & anal malign,
+V1007,Personal history of malignant neoplasm of liver,Hx of liver malignancy,
+V1009,Personal history of malignant neoplasm of other gastrointestinal tract,Hx of GI malignancy NEC,
+V1011,Personal history of malignant neoplasm of bronchus and lung,Hx-bronchogenic malignan,
+V1012,Personal history of malignant neoplasm of trachea,Hx-tracheal malignancy,
+V1020,"Personal history of malignant neoplasm of respiratory organ, unspecified",Hx-resp org malignan NOS,
+V1021,Personal history of malignant neoplasm of larynx,Hx-laryngeal malignancy,
+V1022,"Personal history of malignant neoplasm of nasal cavities, middle ear, and accessory sinuses",Hx-nose/ear/sinus malig,
+V1029,Personal history of malignant neoplasm of other respiratory and intrathoracic organs,Hx-intrathoracic mal NEC,
+V103,Personal history of malignant neoplasm of breast,Hx of breast malignancy,
+V1040,"Personal history of malignant neoplasm of female genital organ, unspecified",Hx-female genit malg NOS,
+V1041,Personal history of malignant neoplasm of cervix uteri,Hx-cervical malignancy,
+V1042,Personal history of malignant neoplasm of other parts of uterus,Hx-uterus malignancy NEC,
+V1043,Personal history of malignant neoplasm of ovary,Hx of ovarian malignancy,
+V1044,Personal history of malignant neoplasm of other female genital organs,Hx-female genit malg NEC,
+V1045,"Personal history of malignant neoplasm of male genital organ, unspecified",Hx-male genit malig NOS,
+V1046,Personal history of malignant neoplasm of prostate,Hx-prostatic malignancy,
+V1047,Personal history of malignant neoplasm of testis,Hx-testicular malignancy,
+V1048,Personal history of malignant neoplasm of epididymis,Hx-epididymis malignancy,
+V1049,Personal history of malignant neoplasm of other male genital organs,Hx-male genit malig NEC,
+V1050,"Personal history of malignant neoplasm of urinary organ, unspecified",Hx-urinary malignan NOS,
+V1051,Personal history of malignant neoplasm of bladder,Hx of bladder malignancy,
+V1052,Personal history of malignant neoplasm of kidney,Hx of kidney malignancy,
+V1053,Personal history of malignant neoplasm of renal pelvis,Hx malig renal pelvis,
+V1059,Personal history of malignant neoplasm of other urinary organs,Hx-urinary malignan NEC,
+V1060,"Personal history of leukemia, unspecified",Hx of leukemia NOS,
+V1061,Personal history of lymphoid leukemia,Hx of lymphoid leukemia,
+V1062,Personal history of myeloid leukemia,Hx of myeloid leukemia,
+V1063,Personal history of monocytic leukemia,Hx of monocytic leukemia,
+V1069,Personal history of other leukemia,Hx of leukemia NEC,
+V1071,Personal history of lymphosarcoma and reticulosarcoma,Hx-lymphosarcoma,
+V1072,Personal history of hodgkin's disease,Hx-hodgkin's disease,
+V1079,Personal history of other lymphatic and hematopoietic neoplasms,Hx-lymphatic malign NEC,
+V1081,Personal history of malignant neoplasm of bone,Hx of bone malignancy,
+V1082,Personal history of malignant melanoma of skin,Hx-malig skin melanoma,
+V1083,Personal history of other malignant neoplasm of skin,Hx-skin malignancy NEC,
+V1084,Personal history of malignant neoplasm of eye,Hx of eye malignancy,
+V1085,Personal history of malignant neoplasm of brain,Hx of brain malignancy,
+V1086,Personal history of malignant neoplasm of other parts of nervous system,Hx-malign nerve syst NEC,
+V1087,Personal history of malignant neoplasm of thyroid,Hx of thyroid malignancy,
+V1088,Personal history of malignant neoplasm of other endocrine glands and related structures,Hx-endocrine malign NEC,
+V1089,Personal history of malignant neoplasm of other sites,Hx of malignancy NEC,
+V1090,Personal history of unspecified malignant neoplasm,Hx malig neoplasm NOS,
+V1091,Personal history of malignant neuroendocrine tumor,Hx malig neuroendo tumor,
+V110,Personal history of schizophrenia,Hx of schizophrenia,
+V111,Personal history of affective disorders,Hx of affective disorder,
+V112,Personal history of neurosis,Hx of neurosis,
+V113,Personal history of alcoholism,Hx of alcoholism,
+V114,Personal history of combat and operational stress reaction,Hx combat/stress reactn,
+V118,Personal history of other mental disorders,Hx-mental disorder NEC,
+V119,Personal history of unspecified mental disorder,Hx-mental disorder NOS,
+V1200,Personal history of unspecified infectious and parasitic disease,Prsnl hst unsp nfct prst,
+V1201,Personal history of tuberculosis,Prsnl hst tuberculosis,
+V1202,Personal history of poliomyelitis,Prsnl hst poliomyelitis,
+V1203,Personal history of malaria,Personal histry malaria,
+V1204,Personal history of Methicillin resistant Staphylococcus aureus,Hx Methicln resist Staph,
+V1209,Personal history of other infectious and parasitic diseases,Prsnl hst oth nfct parst,
+V121,Personal history of nutritional deficiency,Hx-nutrition deficiency,
+V1221,Personal history of gestational diabetes,Hx gestational diabetes,
+V1229,"Personal history of other endocrine, metabolic, and immunity disorders",Hx-endocr/meta/immun dis,
+V123,Personal history of diseases of blood and blood-forming organs,Hx-blood diseases,
+V1240,Personal history of unspecified disorder of nervous system and sense organs,Hx nerv sys/snse org NOS,
+V1241,Personal history of benign neoplasm of the brain,Hx benign neoplasm brain,
+V1242,Personal history of infections of the central nervous system,Personl hx infection CNS,
+V1249,Personal history of other disorders of nervous system and sense organs,Hx nerv sys/snse org NEC,
+V1250,Personal history of unspecified circulatory disease,Hx-circulatory dis NOS,
+V1251,Personal history of venous thrombosis and embolism,Hx-ven thrombosis/embols,
+V1252,Personal history of thrombophlebitis,Hx-thrombophlebitis,
+V1253,Personal history of sudden cardiac arrest,Hx sudden cardiac arrest,
+V1254,"Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits",Hx TIA/stroke w/o resid,
+V1255,Personal history of pulmonary embolism,Hx pulmonary embolism,
+V1259,Personal history of other diseases of circulatory system,Hx-circulatory dis NEC,
+V1260,Personal history of unspecified disease of respiratory system,Hx resp system dis NOS,
+V1261,Personal history of pneumonia (recurrent),Prsnl hx recur pneumonia,
+V1269,Personal history of other diseases of respiratory system,Hx resp system dis NEC,
+V1270,Personal history of unspecified digestive disease,Prsnl hst unspc dgstv ds,
+V1271,Personal history of peptic ulcer disease,Prsnl hst peptic ulcr ds,
+V1272,Personal history of colonic polyps,Prsnl hst colonic polyps,
+V1279,Personal history of other diseases of digestive system,Prsnl hst ot spf dgst ds,
+V1300,Personal history of unspecified urinary disorder,Prsnl hst urnr dsrd unsp,
+V1301,Personal history of urinary calculi,Prsnl hst urnr dsrd calc,
+V1302,"Personal history, urinary (tract) infection",Personal history UTI,
+V1303,"Personal history, nephrotic syndrome",Personl hx nephrotic syn,
+V1309,Personal history of other specified urinary system disorders,Prsn hst ot spf urn dsrd,
+V131,Personal history of trophoblastic disease,Hx-trophoblastic disease,
+V1321,Personal history of pre-term labor,History-pre-term labor,
+V1322,Personal history of cervical dysplasia,Hx of cervical dysplasia,
+V1323,Personal history of vaginal dysplasia,Hx vaginal dysplasia,
+V1324,Personal history of vulvar dysplasia,Hx vulvar dysplasia,
+V1329,Personal history of other genital system and obstetric disorders,Hx-genital/obs dis NEC,
+V133,Personal history of diseases of skin and subcutaneous tissue,Hx-skin/subcutan tis dis,
+V134,Personal history of arthritis,Hx of arthritis,
+V1351,Personal history of pathologic fracture,Hx pathological fracture,
+V1352,Personal history of stress fracture,Hx stress fracture,
+V1359,Personal history of other musculoskeletal disorders,Hx musculoskletl dis NEC,
+V1361,Personal history of (corrected) hypospadias,Hx-hypospadias,
+V1362,Personal history of other (corrected) congenital malformations of genitourinary system,Hx-cong malform-gu,
+V1363,Personal history of (corrected) congenital malformations of nervous system,Hx-cong malform-nervous,
+V1364,"Personal history of (corrected) congenital malformations of eye, ear, face and neck","Hx-cong malform-eye,face",
+V1365,Personal history of (corrected) congenital malformations of heart and circulatory system,Hx-cong malform-heart,
+V1366,Personal history of (corrected) congenital malformations of respiratory system,Hx-cong malform-resp sys,
+V1367,Personal history of (corrected) congenital malformations of digestive system,Hx-cong malform-digest,
+V1368,"Personal history of (corrected) congenital malformations of integument, limbs, and musculoskeletal systems","Hx-cong malform-skin,ms",
+V1369,Personal history of other (corrected) congenital malformations,Hx-congenital malfor NEC,
+V137,Personal history of perinatal problems,Hx-perinatal problems,
+V1381,Personal history of anaphylaxis,Hx of anaphylaxis,
+V1389,Personal history of other specified diseases,Hx diseases NEC,
+V139,Personal history of unspecified disease,Hx of disease NOS,
+V140,Personal history of allergy to penicillin,Hx-penicillin allergy,
+V141,Personal history of allergy to other antibiotic agent,Hx-antibiot allergy NEC,
+V142,Personal history of allergy to sulfonamides,Hx-sulfonamides allergy,
+V143,Personal history of allergy to other anti-infective agent,Hx-anti-infect allergy,
+V144,Personal history of allergy to anesthetic agent,Hx-anesthetic allergy,
+V145,Personal history of allergy to narcotic agent,Hx-narcotic allergy,
+V146,Personal history of allergy to analgesic agent,Hx-analgesic allergy,
+V147,Personal history of allergy to serum or vaccine,Hx-vaccine allergy,
+V148,Personal history of allergy to other specified medicinal agents,Hx-drug allergy NEC,
+V149,Personal history of allergy to unspecified medicinal agent,Hx-drug allergy NOS,
+V1501,Allergy to peanuts,Hx-peanut allergy,
+V1502,Allergy to milk products,Hx-milk prod allergy,
+V1503,Allergy to eggs,Hx-eggs allergy,
+V1504,Allergy to seafood,Hx-seafood allergy,
+V1505,Allergy to other foods,Hx-other food allergy,
+V1506,Allergy to insects and arachnids,Hx-allergy insct/arachnd,
+V1507,Allergy to latex,Hx-latex allergy,
+V1508,Allergy to radiographic dye,Hx-radiogrphc dye allrgy,
+V1509,"Other allergy, other than to medicinal agents",Hx-allergy NEC,
+V151,"Personal history of surgery to heart and great vessels, presenting hazards to health",Hx-major cardiovasc surg,
+V1521,Personal history of undergoing in utero procedure during pregnancy,Hx in utero proc in preg,
+V1522,Personal history of undergoing in utero procedure while a fetus,Hx in utero proc fetus,
+V1529,Personal history of surgery to other organs,Hx surgery to organs NEC,
+V153,"Personal history of irradiation, presenting hazards to health",Hx of irradiation,
+V1541,History of physical abuse,Hx of physical abuse,
+V1542,History of emotional abuse,Hx of emotional abuse,
+V1549,Other psychological trauma,Psychological trauma NEC,
+V1551,Personal history of traumatic fracture,Hx traumatic fracture,
+V1552,Personal history of traumatic brain injury,Hx traumatc brain injury,
+V1553,Personal history of retained foreign body fully removed,"Hx retained FB, rem",
+V1559,Personal history of other injury,Hx injury NEC,
+V156,"Personal history of poisoning, presenting hazards to health",Hx of poisoning,
+V157,"Personal history of contraception, presenting hazards to health",Hx of contraception,
+V1580,Personal history of failed moderate sedation,Hx failed mod sedation,
+V1581,"Personal history of noncompliance with medical treatment, presenting hazards to health",Hx of past noncompliance,
+V1582,Personal history of tobacco use,History of tobacco use,
+V1583,Personal history of underimmunization status,Hx underimmunizn status,
+V1584,Personal history of contact with and (suspected) exposure to asbestos,Hx-contct/expos asbestos,
+V1585,Personal history of contact with and (suspected) exposure to potentially hazardous body fluids,Hx-cont/exps haz bdy fld,
+V1586,Personal history of contact with and (suspected) exposure to lead,Hx-contact/exposure lead,
+V1587,History of extracorporeal membrane oxygenation (ECMO),Hx of ECMO,
+V1588,History of fall,Personal history of fall,
+V1589,Other specified personal history presenting hazards to health,Hx-health hazards NEC,
+V159,Unspecified personal history presenting hazards to health,Hx-health hazard NOS,
+V160,Family history of malignant neoplasm of gastrointestinal tract,Family hx-gi malignancy,
+V161,"Family history of malignant neoplasm of trachea, bronchus, and lung",Fm hx-trach/bronchog mal,
+V162,Family history of malignant neoplasm of other respiratory and intrathoracic organs,Fam hx-intrathoracic mal,
+V163,Family history of malignant neoplasm of breast,Family hx-breast malig,
+V1640,"Family history of malignant neoplasm of genital organ, unspecified",Fm hx genital malig NOS,
+V1641,Family history of malignant neoplasm of ovary,Fm hx ovary malignancy,
+V1642,Family history of malignant neoplasm of prostate,Fm hx prostate malig,
+V1643,Family history of malignant neoplasm of testis,Fm hx testis malig,
+V1649,Family history of malignant neoplasm of other genital organs,Fm hx genital malig NEC,
+V1651,Family history of malignant neoplasm of kidney,Family hx-kidney malig,
+V1652,"Family history of malignant neoplasm, bladder",Fam hx-bladder malig,
+V1659,Family history of malignant neoplasm of other urinary organs,Fam hx-urinry malig NEC,
+V166,Family history of leukemia,Family hx-leukemia,
+V167,Family history of other lymphatic and hematopoietic neoplasms,Fam hx-lymph neoplas NEC,
+V168,Family history of other specified malignant neoplasm,Family hx-malignancy NEC,
+V169,Family history of unspecified malignant neoplasm,Family hx-malignancy NOS,
+V170,Family history of psychiatric condition,Fam hx-psychiatric cond,
+V171,Family history of stroke (cerebrovascular),Family hx-stroke,
+V172,Family history of other neurological diseases,Fam hx-neurolog dis NEC,
+V173,Family history of ischemic heart disease,Fam hx-ischem heart dis,
+V1741,Family history of sudden cardiac death (SCD),Fam hx sudden card death,
+V1749,Family history of other cardiovascular diseases,Fam hx-cardiovas dis NEC,
+V175,Family history of asthma,Family hx-asthma,
+V176,Family history of other chronic respiratory conditions,Fam hx-chr resp cond NEC,
+V177,Family history of arthritis,Family hx-arthritis,
+V1781,Family history of osteoporosis,Family hx osteoporosis,
+V1789,Family history of other musculoskeletal diseases,Fam hx musculosk dis NEC,
+V180,Family history of diabetes mellitus,Fam hx-diabetes mellitus,
+V1811,Family history of multiple endocrine neoplasia [MEN] syndrome,Fam hx MEN syndrome,
+V1819,Family history of other endocrine and metabolic diseases,Fm hx endo/metab dis NEC,
+V182,Family history of anemia,Family hx-anemia,
+V183,Family history of other blood disorders,Fam hx-blood disord NEC,
+V184,Family history of intellectual disabilities,Fm hx-intellect disablty,
+V1851,Family history of colonic polyps,Family hx colonic polyps,
+V1859,Family history of other digestive disorders,Fam hx digest disord NEC,
+V1861,Family history of polycystic kidney,Fam hx-polycystic kidney,
+V1869,Family history of other kidney diseases,Fam hx-kidney dis NEC,
+V187,Family history of other genitourinary diseases,Family hx-gu disease NEC,
+V188,Family history of infectious and parasitic diseases,Fm hx-infect/parasit dis,
+V189,Family history of genetic disease carrier,Fam hx genet dis carrier,
+V190,Family history of blindness or visual loss,Family hx-blindness,
+V1911,Family history of glaucoma,Family history glaucoma,
+V1919,Family history of other specified eye disorder,Family hx-eye disord NEC,
+V192,Family history of deafness or hearing loss,Family hx-deafness,
+V193,Family history of other ear disorders,Family hx-ear disord NEC,
+V194,Family history of skin conditions,Family hx-skin condition,
+V195,Family history of congenital anomalies,Fam hx-congen anomalies,
+V196,Family history of allergic disorders,Family hx-allergic dis,
+V197,Family history of consanguinity,Consanguinity,
+V198,Family history of other condition,Family hx-condition NEC,
+V200,Health supervision of foundling,Foundling health care,
+V201,Other healthy infant or child receiving care,Care of healthy chld NEC,
+V202,Routine infant or child health check,Routin child health exam,
+V2031,Health supervision for newborn under 8 days old,Health supvsn nb <8 days,
+V2032,Health supervision for newborn 8 to 28 days old,Health supv nb 8-28 days,
+V210,Period of rapid growth in childhood,Rapid childhood growth,
+V211,Puberty,Puberty,
+V212,Other development of adolescence,Adolescence growth NEC,
+V2130,"Low birth weight status, unspecified",Low birthwt status NOS,
+V2131,"Low birth weight status, less than 500 grams",Low birthwt status <500g,
+V2132,"Low birth weight status, 500-999 grams",Low birthwt 500-999g,
+V2133,"Low birth weight status, 1000-1499 grams",Low birthwt 1000-1499g,
+V2134,"Low birth weight status, 1500-1999 grams",Low birthwt 1500-1999g,
+V2135,"Low birth weight status, 2000-2500 grams",Low birthwt 2000-2500g,
+V218,Other specified constitutional states in development,Constit state in dev NEC,
+V219,Unspecified constitutional state in development,Constit state in dev NOS,
+V220,Supervision of normal first pregnancy,Supervis normal 1st preg,
+V221,Supervision of other normal pregnancy,Supervis oth normal preg,
+V222,"Pregnant state, incidental","Preg state, incidental",
+V230,Supervision of high-risk pregnancy with history of infertility,Preg w hx of infertility,
+V231,Supervision of high-risk pregnancy with history of trophoblastic disease,Preg w hx-trophoblas dis,
+V232,Supervision of high-risk pregnancy with history of abortion,Preg w hx of abortion,
+V233,Supervision of high-risk pregnancy with grand multiparity,Grand multiparity,
+V2341,Pregnancy with history of pre-term labor,Preg w hx pre-term labor,
+V2342,Pregnancy with history of ectopic pregnancy,Preg w hx ectopic preg,
+V2349,Pregnancy with other poor obstetric history,Preg w poor obs hx NEC,
+V235,Supervision of high-risk pregnancy with other poor reproductive history,Preg w poor reproduct hx,
+V237,Supervision of high-risk pregnancy with insufficient prenatal care,Insufficnt prenatal care,
+V2381,Supervision of high-risk pregnancy with elderly primigravida,Suprv elderly primigrav,
+V2382,Supervision of high-risk pregnancy with elderly multigravida,Suprv elderly multigrav,
+V2383,Supervision of high-risk pregnancy with young primigravida,Suprv young primigravida,
+V2384,Supervision of high-risk pregnancy with young multigravida,Suprv young multigravida,
+V2385,Pregnancy resulting from assisted reproductive technology,Pregnt-assist repro tech,
+V2386,Pregnancy with history of in utero procedure during previous pregnancy,Preg-hx in utro prev prg,
+V2387,Pregnancy with inconclusive fetal viability,Preg w incon fetl viabil,
+V2389,Supervision of other high-risk pregnancy,Suprv high-risk preg NEC,
+V239,Supervision of unspecified high-risk pregnancy,Suprv high-risk preg NOS,
+V240,Postpartum care and examination immediately after delivery,Postpart care after del,
+V241,Postpartum care and examination of lactating mother,Postpart care-lactation,
+V242,Routine postpartum follow-up,Rout postpart follow-up,
+V2501,General counseling on prescription of oral contraceptives,Prescrip-oral contracept,
+V2502,General counseling on initiation of other contraceptive measures,Initiate contracept NEC,
+V2503,Encounter for emergency contraceptive counseling and prescription,Contracept mgmt-emergncy,
+V2504,Counseling and instruction in natural family planning to avoid pregnancy,Natrl fam pln-avoid preg,
+V2509,Other general counseling and advice on contraceptive management,Contraceptive mangmt NEC,
+V2511,Encounter for insertion of intrauterine contraceptive device,Insertion of iud,
+V2512,Encounter for removal of intrauterine contraceptive device,Removal of iud,
+V2513,Encounter for removal and reinsertion of intrauterine contraceptive device,Remove/insert iud,
+V252,Sterilization,Sterilization,
+V253,Menstrual extraction,Menstrual extraction,
+V2540,"Contraceptive surveillance, unspecified",Contracept surveill NOS,
+V2541,Surveillance of contraceptive pill,Contracept pill surveill,
+V2542,Surveillance of intrauterine contraceptive device,Iud surveillance,
+V2543,Surveillance of implantable subdermal contraceptive,Srvl mplnt sbdrm cntrcep,
+V2549,Surveillance of other contraceptive method,Contracept surveill NEC,
+V255,Insertion of implantable subdermal contraceptive,Nsrt mplnt sbdrm cntrcep,
+V258,Other specified contraceptive management,Contraceptive mangmt NEC,
+V259,Unspecified contraceptive management,Contraceptive mangmt NOS,
+V260,Tuboplasty or vasoplasty after previous sterilization,Tuboplasty or vasoplasty,
+V261,Artificial insemination,Artificial insemination,
+V2621,Fertility testing,Fertility testing,
+V2622,Aftercare following sterilization reversal,Sterilzation rev aftcare,
+V2629,Other investigation and testing,Investigate & test NEC,
+V2631,Testing of female for genetic disease carrier status,Fem genetic test dis car,
+V2632,Other genetic testing of female,Female genetic test NEC,
+V2633,Genetic counseling,Genetic counseling,
+V2634,Testing of male for genetic disease carrier status,Male genetc test dis car,
+V2635,Encounter for testing of male partner of female with recurrent pregnancy loss,Test male/fem preg loss,
+V2639,Other genetic testing of male,Male genetic test NEC,
+V2641,Procreative counseling and advice using natural family planning,Natrl family plan counsl,
+V2642,Encounter for fertility preservation counseling,Fertlity preserv counsel,
+V2649,Other procreative management counseling and advice,Procr mgmt cnsl/adv NEC,
+V2651,Tubal ligation status,Tubal ligation status,
+V2652,Vasectomy status,Vasectomy status,
+V2681,Encounter for assisted reproductive fertility procedure cycle,Assist repro fertility,
+V2682,Encounter for fertility preservation procedure,Fertility preserv proc,
+V2689,Other specified procreative management,Procreative managemt NEC,
+V269,Unspecified procreative management,Procreative mangmt NOS,
+V270,"Outcome of delivery, single liveborn",Deliver-single liveborn,
+V271,"Outcome of delivery, single stillborn",Deliver-single stillborn,
+V272,"Outcome of delivery, twins, both liveborn","Deliver-twins, both live",
+V273,"Outcome of delivery, twins, one liveborn and one stillborn","Del-twins, 1 nb, 1 sb",
+V274,"Outcome of delivery, twins, both stillborn","Deliver-twins, both sb",
+V275,"Outcome of delivery, other multiple birth, all liveborn","Del-mult birth, all live",
+V276,"Outcome of delivery, other multiple birth, some liveborn","Del-mult brth, some live",
+V277,"Outcome of delivery, other multiple birth, all stillborn","Del-mult birth, all sb",
+V279,"Outcome of delivery, unspecified outcome of delivery",Outcome of delivery NOS,
+V280,Antenatal screening for chromosomal anomalies by amniocentesis,Screening-chromosom anom,
+V281,Antenatal screening for raised alpha-fetoprotein levels in amniotic fluid,Screen-alphafetoprotein,
+V282,Other antenatal screening based on amniocentesis,Screen by amniocent NEC,
+V283,Encounter for routine screening for malformation using ultrasonics,Scr fetl malfrm-ultrasnd,
+V284,Antenatal screening for fetal growth retardation using ultrasonics,Screen-fetal retardation,
+V285,Antenatal screening for isoimmunization,Screen-isoimmunization,
+V286,Antenatal screening for Streptococcus B,Antenatal screen strep b,
+V2881,Encounter for fetal anatomic survey,Scrn fetal anatmc survey,
+V2882,Encounter for screening for risk of pre-term labor,Scrn risk preterm labor,
+V2889,Other specified antenatal screening,Antenatal screening NEC,
+V289,Unspecified antenatal screening,Antenatal screening NOS,
+V290,Observation for suspected infectious condition,NB obsrv suspct infect,
+V291,Observation for suspected neurological conditions,NB obsrv suspct neurlgcl,
+V292,Observation and evaluation of newborn for suspected respiratory condition,Obsrv NB suspc resp cond,
+V293,Observation for suspected genetic or metabolic condition,NB obs genetc/metabl cnd,
+V298,Observation for other specified suspected conditions,NB obsrv oth suspct cond,
+V299,Observation for unspecified suspected conditions,NB obsrv unsp suspct cnd,
+V3000,"Single liveborn, born in hospital, delivered without mention of cesarean section",Single lb in-hosp w/o cs,
+V3001,"Single liveborn, born in hospital, delivered by cesarean section",Single lb in-hosp w cs,
+V301,"Single liveborn, born before admission to hospital",Singl livebrn-before adm,
+V302,"Single liveborn, born outside hospital and not hospitalized",Single liveborn-nonhosp,
+V3100,"Twin birth, mate liveborn, born in hospital, delivered without mention of cesarean section",Twin-mate lb-hosp w/o cs,
+V3101,"Twin birth, mate liveborn, born in hospital, delivered by cesarean section",Twin-mate lb-in hos w cs,
+V311,"Twin birth, mate liveborn, born before admission to hospital","Twin, mate lb-before adm",
+V312,"Twin birth, mate liveborn, born outside hospital and not hospitalized","Twin, mate lb-nonhosp",
+V3200,"Twin birth, mate stillborn, born in hospital, delivered without mention of cesarean section",Twin-mate sb-hosp w/o cs,
+V3201,"Twin birth, mate stillborn, born in hospital, delivered by cesarean section",Twin-mate sb-hosp w cs,
+V321,"Twin birth, mate stillborn, born before admission to hospital","Twin, mate sb-before adm",
+V322,"Twin birth, mate stillborn, born outside hospital and not hospitalized","Twin, mate sb-nonhosp",
+V3300,"Twin birth, unspecified whether mate liveborn or stillborn, born in hospital, delivered without mention of cesarean section",Twin-NOS-in hosp w/o cs,
+V3301,"Twin birth, unspecified whether mate liveborn or stillborn, born in hospital, delivered by cesarean section",Twin-NOS-in hosp w cs,
+V331,"Twin birth, unspecified whether mate liveborn or stillborn, born before admission to hospital",Twin NOS-before admissn,
+V332,"Twin birth, unspecified whether mate liveborn or stillborn, born outside hospital and not hospitalized",Twin NOS-nonhosp,
+V3400,"Other multiple birth (three or more), mates all liveborn, born in hospital, delivered without mention of cesarean section",Oth mult lb-hosp w/o cs,
+V3401,"Other multiple birth (three or more), mates all liveborn, born in hospital, delivered by cesarean section",Oth mult lb-in hosp w cs,
+V341,"Other multiple birth (three or more), mates all liveborn, born before admission to hospital",Oth mult nb-before adm,
+V342,"Other multiple birth (three or more), mates all liveborn, born outside hospital and not hospitalized",Oth multiple nb-nonhosp,
+V3500,"Other multiple birth (three or more), mates all still born, born in hospital, delivered without mention of cesarean section",Oth mult sb-hosp w/o cs,
+V3501,"Other multiple birth (three or more), mates all still born, born in hospital, delivered by cesarean section",Oth mult sb-in hosp w cs,
+V351,"Other multiple birth (three or more), mates all stillborn, born before admission to hospital",Oth mult sb-before adm,
+V352,"Other multiple birth (three or more), mates all stillborn, born outside of hospital and not hospitalized",Oth multiple sb-nonhosp,
+V3600,"Other multiple birth (three or more), mates liveborn and stillborn, born in hospital, delivered without mention of cesarean section",Mult lb/sb-in hos w/o cs,
+V3601,"Other multiple birth (three or more), mates liveborn and stillborn, born in hospital, delivered without mention of cesarean section",Mult lb/sb-in hosp w cs,
+V361,"Other multiple birth (three or more), mates liveborn and stillborn, born before admission to hospital",Mult nb/sb-before adm,
+V362,"Other multiple birth (three or more), mates liveborn and stillborn, born outside hospital and not hospitalized",Multiple nb/sb-nonhosp,
+V3700,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born in hospital, delivered without mention of cesarean section",Mult brth NOS-hos w/o cs,
+V3701,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born in hospital, delivered by cesarean section",Mult birth NOS-hosp w cs,
+V371,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born before admission to hospital",Mult brth NOS-before adm,
+V372,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born outside of hospital",Mult birth NOS-nonhosp,
+V3900,"Liveborn, unspecified whether single, twin or multiple, born in hospital, delivered without mention of cesarean section",Liveborn NOS-hosp w/o cs,
+V3901,"Liveborn, unspecified whether single, twin or multiple, born in hospital, delivered by cesarean section",Liveborn NOS-hosp w cs,
+V391,"Liveborn, unspecified whether single, twin or multiple, born before admission to hospital",Liveborn NOS-before adm,
+V392,"Liveborn, unspecified whether single, twin or multiple, born outside hospital and not hospitalized",Liveborn NOS-nonhosp,
+V400,Mental and behavioral problems with learning,Problems with learning,
+V401,Mental and behavioral problems with communication [including speech],Prob with communication,
+V402,Other mental problems,Mental problems NEC,
+V4031,Wandering in diseases classified elsewhere,Wandering-dis elsewhere,
+V4039,Other specified behavioral problem,Oth spc behavior problem,
+V409,Unspecified mental or behavioral problem,Mental/behavior prob NOS,
+V410,Problems with sight,Problems with sight,
+V411,Other eye problems,Eye problems NEC,
+V412,Problems with hearing,Problems with hearing,
+V413,Other ear problems,Ear problems NEC,
+V414,Problems with voice production,Voice production problem,
+V415,Problems with smell and taste,Smell and taste problem,
+V416,Problems with swallowing and mastication,Problem w swallowing,
+V417,Problems with sexual function,Sexual function problem,
+V418,Other problems with special functions,Probl w special func NEC,
+V419,Unspecified problem with special functions,Probl w special func NOS,
+V420,Kidney replaced by transplant,Kidney transplant status,
+V421,Heart replaced by transplant,Heart transplant status,
+V422,Heart valve replaced by transplant,Heart valve transplant,
+V423,Skin replaced by transplant,Skin transplant status,
+V424,Bone replaced by transplant,Bone transplant status,
+V425,Cornea replaced by transplant,Cornea transplant status,
+V426,Lung replaced by transplant,Lung transplant status,
+V427,Liver replaced by transplant,Liver transplant status,
+V4281,Bone marrow replaced by transplant,Trnspl status-bne marrow,
+V4282,Peripheral stem cells replaced by transplant,Trspl sts-perip stm cell,
+V4283,Pancreas replaced by transplant,Trnspl status-pancreas,
+V4284,"Organ or tissue replaced by transplant, intestines",Trnspl status-intestines,
+V4289,Other specified organ or tissue replaced by transplant,Trnspl status organ NEC,
+V429,Unspecified organ or tissue replaced by transplant,Transplant status NOS,
+V430,Eye globe replaced by other means,Eye replacement NEC,
+V431,Lens replaced by other means,Lens replacement NEC,
+V4321,"Organ or tissue replaced by other means, heart assist device",Heart assist dev replace,
+V4322,"Organ or tissue replaced by other means, fully implantable artificial heart",Artficial heart replace,
+V433,Heart valve replaced by other means,Heart valve replac NEC,
+V434,Blood vessel replaced by other means,Blood vessel replac NEC,
+V435,Bladder replaced by other means,Bladder replacement NEC,
+V4360,Unspecified joint replacement,Joint replaced unspcf,
+V4361,Shoulder joint replacement,Joint replaced shoulder,
+V4362,Elbow joint replacement,Joint replaced elbow,
+V4363,Wrist joint replacement,Joint replaced wrist,
+V4364,Hip joint replacement,Joint replaced hip,
+V4365,Knee joint replacement,Joint replaced knee,
+V4366,Ankle joint replacement,Joint replaced ankle,
+V4369,Other joint replacement,Oth spcf joint replaced,
+V437,Limb replaced by other means,Limb replacement NEC,
+V4381,Larynx replacement,Larynx replacement,
+V4382,Breast replacement,Breast replacement,
+V4383,Artificial skin replacement,Artific skin repl status,
+V4389,Other organ or tissue replaced by other means,Organ/tiss replacmnt NEC,
+V440,Tracheostomy status,Tracheostomy status,
+V441,Gastrostomy status,Gastrostomy status,
+V442,Ileostomy status,Ileostomy status,
+V443,Colostomy status,Colostomy status,
+V444,Status of other artificial opening of gastrointestinal tract,Enterostomy status NEC,
+V4450,"Cystostomy, unspecified",Cystostomy status NOS,
+V4451,Cutaneous-vesicostomy,Cutaneous-vesicos status,
+V4452,Appendico-vesicostomy,Appendico-vesicos status,
+V4459,Other cystostomy,Cystostomy status NEC,
+V446,Other artificial opening of urinary tract status,Urinostomy status NEC,
+V447,Artificial vagina status,Artificial vagina status,
+V448,Other artificial opening status,Artif open status NEC,
+V449,Unspecified artificial opening status,Artif open status NOS,
+V4500,Unspecified cardiac device in situ,Status cardc dvce unspcf,
+V4501,Cardiac pacemaker in situ,Status cardiac pacemaker,
+V4502,Automatic implantable cardiac defibrillator in situ,Status autm crd dfbrltr,
+V4509,Other specified cardiac device in situ,Status oth spcf crdc dvc,
+V4511,Renal dialysis status,Renal dialysis status,
+V4512,Noncompliance with renal dialysis,Noncmplnt w renal dialys,
+V452,Presence of cerebrospinal fluid drainage device,Ventricular shunt status,
+V453,Intestinal bypass or anastomosis status,Intestinal bypass status,
+V454,Arthrodesis status,Arthrodesis status,
+V4551,Presence of intrauterine contraceptive device,Prsc ntrutr cntrcptv dvc,
+V4552,Presence of subdermal contraceptive implant,Prsc sbdrml cntrcp mplnt,
+V4559,Presence of other contraceptive device,Prsc other cntrcptv dvc,
+V4561,Cataract extraction status,Cataract extract status,
+V4569,Other states following surgery of eye and adnexa,Post-proc st eye/adn NEC,
+V4571,Acquired absence of breast and nipple,Acq absnce breast/nipple,
+V4572,Acquired absence of intestine (large) (small),Acquire absnce intestine,
+V4573,Acquired absence of kidney,Acquired absence kidney,
+V4574,"Acquired absence of organ, other parts of urinary tract",Acq absence urinary trct,
+V4575,"Acquired absence of organ, stomach",Acq absence of stomach,
+V4576,"Acquired absence of organ, lung",Acq absence of lung,
+V4577,"Acquired absence of organ, genital organs",Acq absnce genital organ,
+V4578,"Acquired absence of organ, eye",Acquired absence of eye,
+V4579,Other acquired absence of organ,Acq absence of organ NEC,
+V4581,Aortocoronary bypass status,Aortocoronary bypass,
+V4582,Percutaneous transluminal coronary angioplasty status,Status-post ptca,
+V4583,Breast implant removal status,Breast impl remov status,
+V4584,Dental restoration status,Dental restoratn status,
+V4585,Insulin pump status,Insulin pump status,
+V4586,Bariatric surgery status,Bariatric surgery status,
+V4587,Transplanted organ removal status,Trnsplnt orgn rem status,
+V4588,Status post administration of tPA (rtPA) in a different facility within the last 24 hours prior to admission to current facility,TPA adm status 24 hr pta,
+V4589,Other postprocedural status,Post-proc states NEC,
+V460,Dependence on aspirator,Dependence on aspirator,
+V4611,"Dependence on respirator, status",Respirator depend status,
+V4612,Encounter for respirator dependence during power failure,Resp depend-powr failure,
+V4613,Encounter for weaning from respirator [ventilator],Weaning from respirator,
+V4614,Mechanical complication of respirator [ventilator],Mech comp respirator,
+V462,"Other dependence on machines, supplemental oxygen",Depend-supplement oxygen,
+V463,Wheelchair dependence,Wheelchair dependence,
+V468,Dependence on other enabling machines,Machine dependence NEC,
+V469,Unspecified machine dependence,Machine dependence NOS,
+V470,Deficiencies of internal organs,Intern organ deficiency,
+V471,Mechanical and motor problems with internal organs,Mech prob w internal org,
+V472,Other cardiorespiratory problems,Cardiorespirat probl NEC,
+V473,Other digestive problems,Digestive problems NEC,
+V474,Other urinary problems,Urinary problems NEC,
+V475,Other genital problems,Genital problems NEC,
+V479,Unspecified problems with internal organs,Probl w internal org NOS,
+V480,Deficiencies of head,Deficiencies of head,
+V481,Deficiencies of neck and trunk,Deficiencies neck/trunk,
+V482,Mechanical and motor problems with head,Mechanical prob w head,
+V483,Mechanical and motor problems with neck and trunk,Mech prob w neck & trunk,
+V484,Sensory problem with head,Sensory problem w head,
+V485,Sensory problem with neck and trunk,Sensor prob w neck/trunk,
+V486,Disfigurements of head,Disfigurements of head,
+V487,Disfigurements of neck and trunk,Disfigurement neck/trunk,
+V488,"Other problems with head, neck, and trunk",Prob-head/neck/trunk NEC,
+V489,"Unspecified problem with head, neck, or trunk",Prob-head/neck/trunk NOS,
+V490,Deficiencies of limbs,Deficiencies of limbs,
+V491,Mechanical problems with limbs,Mechanical prob w limbs,
+V492,Motor problems with limbs,Motor problems w limbs,
+V493,Sensory problems with limbs,Sensory problems w limbs,
+V494,Disfigurements of limbs,Disfigurements of limbs,
+V495,Other problems of limbs,Limb problems NEC,
+V4960,Unspecified level upper limb amputation status,Status amput up lmb NOS,
+V4961,Thumb amputation status,Status amput thumb,
+V4962,Other finger(s) amputation status,Status amput oth fingers,
+V4963,Hand amputation status,Status amput hand,
+V4964,Wrist amputation status,Status amput wrist,
+V4965,Below elbow amputation status,Status amput below elbow,
+V4966,Above elbow amputation status,Status amput above elbow,
+V4967,Shoulder amputation status,Status amput shoulder,
+V4970,Unspecified level lower limb amputation status,Status amput lwr lmb NOS,
+V4971,Great toe amputation status,Status amput great toe,
+V4972,Other toe(s) amputation status,Status amput othr toe(s),
+V4973,Foot amputation status,Status amput foot,
+V4974,Ankle amputation status,Status amput ankle,
+V4975,Below knee amputation status,Status amput below knee,
+V4976,Above knee amputation status,Status amput above knee,
+V4977,Hip amputation status,Status amput hip,
+V4981,Asymptomatic postmenopausal status (age-related) (natural),Asympt postmeno status,
+V4982,Dental sealant status,Dental sealant status,
+V4983,Awaiting organ transplant status,Await organ transplnt st,
+V4984,Bed confinement status,Bed confinement status,
+V4985,Dual sensory impairment,Dual sensory impairment,
+V4986,Do not resuscitate status,Do not resusctate status,
+V4987,Physical restraints status,Physical restrain status,
+V4989,Other specified conditions influencing health status,Conditn influ health NEC,
+V499,Unspecified problems with limbs and other problems,Probl influ health NOS,
+V500,Elective hair transplant for purposes other than remedying health states,Hair transplant,
+V501,Other plastic surgery for unacceptable cosmetic appearance,Plastic surgery NEC,
+V502,Routine or ritual circumcision,Routine circumcision,
+V503,Ear piercing,Ear piercing,
+V5041,Prophylactic breast removal,Prphylct orgn rmvl brst,
+V5042,Prophylactic ovary removal,Prphylct orgn rmvl ovary,
+V5049,Other prophylactic gland removal,Prphylct orgn rmvl other,
+V508,Other elective surgery for purposes other than remedying health states,Elective surgery NEC,
+V509,Unspecified elective surgery for purposes other than remedying health states,Elective surgery NOS,
+V510,Encounter for breast reconstruction following mastectomy,Brst reconst fol mastect,
+V518,Other aftercare involving the use of plastic surgery,Aftercre plastc surg NEC,
+V520,Fitting and adjustment of artificial arm (complete) (partial),Fitting artificial arm,
+V521,Fitting and adjustment of artificial leg (complete) (partial),Fitting artificial leg,
+V522,Fitting and adjustment of artificial eye,Fitting artificial eye,
+V523,Fitting and adjustment of dental prosthetic device,Fitting dental prosthes,
+V524,Fitting and adjustment of breast prosthesis and implant,Fit/adj breast pros/impl,
+V528,Fitting and adjustment of other specified prosthetic device,Fitting prosthesis NEC,
+V529,Fitting and adjustment of unspecified prosthetic device,Fitting prosthesis NOS,
+V5301,Fitting and adjustment of cerebral ventricular (communicating) shunt,Adj cerebral vent shunt,
+V5302,Fitting and adjustment of neuropacemaker (brain) (peripheral nerve) (spinal cord),Adjust neuropacemaker,
+V5309,Fitting and adjustment of other devices related to nervous system and special senses,Adj nerv syst device NEC,
+V531,Fitting and adjustment of spectacles and contact lenses,Fit contact lens/glasses,
+V532,Fitting and adjustment of hearing aid,Adjustment hearing aid,
+V5331,Fitting and adjustment of cardiac pacemaker,Ftng cardiac pacemaker,
+V5332,Fitting and adjustment of automatic implantable cardiac defibrillator,Ftng autmtc dfibrillator,
+V5339,Fitting and adjustment of other cardiac device,Ftng oth cardiac device,
+V534,Fitting and adjustment of orthodontic devices,Fit orthodontic device,
+V5350,Fitting and adjustment of intestinal appliance and device,Fit/adjust intestinl dev,
+V5351,Fitting and adjustment of gastric lap band,Fit/adj gastric lap band,
+V5359,Fitting and adjustment of other gastrointestinal appliance and device,Fit/adjust gi app-device,
+V536,Fitting and adjustment of urinary devices,Fitting urinary devices,
+V537,Fitting and adjustment of orthopedic devices,Fit orthopedic devices,
+V538,Fitting and adjustment of wheelchair,Adjustment of wheelchair,
+V5390,"Fitting and adjustment, unspecified device",Fit/adjust device NOS,
+V5391,Fitting and adjustment of insulin pump,Fit/adjust insulin pump,
+V5399,"Fitting and adjustment, other device",Fit/adjust device NEC,
+V5401,Encounter for removal of internal fixation device,Removal int fixation dev,
+V5402,Encounter for lengthening/adjustment of growth rod,Length/adjust growth rod,
+V5409,Other aftercare involving internal fixation device,Aftrcre int fixation dev,
+V5410,"Aftercare for healing traumatic fracture of arm, unspecified",Aftrcre traum fx arm NOS,
+V5411,Aftercare for healing traumatic fracture of upper arm,Aftrcare traum fx up arm,
+V5412,Aftercare for healing traumatic fracture of lower arm,Aftrcre traum fx low arm,
+V5413,Aftercare for healing traumatic fracture of hip,Aftrcre traumatic fx hip,
+V5414,"Aftercare for healing traumatic fracture of leg, unspecified",Aftrcre traum fx leg NOS,
+V5415,Aftercare for healing traumatic fracture of upper leg,Aftrcare traum fx up leg,
+V5416,Aftercare for healing traumatic fracture of lower leg,Aftrcre traum fx low leg,
+V5417,Aftercare for healing traumatic fracture of vertebrae,Aftrcre traum fx vertebr,
+V5419,Aftercare for healing traumatic fracture of other bone,Aftrce traum fx bone NEC,
+V5420,"Aftercare for healing pathologic fracture of arm, unspecified",Aftrcare path fx arm NOS,
+V5421,Aftercare for healing pathologic fracture of upper arm,Aftercare path fx up arm,
+V5422,Aftercare for healing pathologic fracture of lower arm,Aftrcare path fx low arm,
+V5423,Aftercare for healing pathologic fracture of hip,Aftercare path fx hip,
+V5424,"Aftercare for healing pathologic fracture of leg, unspecified",Aftrcare path fx leg NOS,
+V5425,Aftercare for healing pathologic fracture of upper leg,Aftrcare path fx up leg,
+V5426,Aftercare for healing pathologic fracture of lower leg,Aftrcare path fx low leg,
+V5427,Aftercare for healing pathologic fracture of vertebrae,Aftrcare path fx vertebr,
+V5429,Aftercare for healing pathologic fracture of other bone,Aftrcre path fx bone NEC,
+V5481,Aftercare following joint replacement,Aftercare joint replace,
+V5482,Aftercare following explantation of joint prosthesis,Aftcr explantatn jt pros,
+V5489,Other orthopedic aftercare,Orthopedic aftercare NEC,
+V549,Unspecified orthopedic aftercare,Orthopedic aftercare NOS,
+V550,Attention to tracheostomy,Atten to tracheostomy,
+V551,Attention to gastrostomy,Atten to gastrostomy,
+V552,Attention to ileostomy,Atten to ileostomy,
+V553,Attention to colostomy,Atten to colostomy,
+V554,Attention to other artificial opening of digestive tract,Atten to enterostomy NEC,
+V555,Attention to cystostomy,Atten to cystostomy,
+V556,Attention to other artificial opening of urinary tract,Atten to urinostomy NEC,
+V557,Attention to artificial vagina,Atten artificial vagina,
+V558,Attention to other specified artificial opening,Attn to artif open NEC,
+V559,Attention to unspecified artificial opening,Attn to artif open NOS,
+V560,Encounter for extracorporeal dialysis,Renal dialysis encounter,
+V561,Fitting and adjustment of extracorporeal dialysis catheter,Ft/adj xtrcorp dial cath,
+V562,Fitting and adjustment of peritoneal dialysis catheter,Fit/adj perit dial cath,
+V5631,Encounter for adequacy testing for hemodialysis,Hemodialysis testing,
+V5632,Encounter for adequacy testing for peritoneal dialysis,Peritoneal dialysis test,
+V568,Encounter for other dialysis,"Dialysis encounter, NEC",
+V570,Care involving breathing exercises,Breathing exercises,
+V571,Care involving other physical therapy,Physical therapy NEC,
+V5721,Encounter for occupational therapy,Encntr occupatnal thrpy,
+V5722,Encounter for vocational therapy,Encntr vocational thrpy,
+V573,Care involving speech-language therapy,Speech-language therapy,
+V574,Care involving orthoptic training,Orthoptic training,
+V5781,Care involving orthotic training,Orthotic training,
+V5789,Care involving other specified rehabilitation procedure,Rehabilitation proc NEC,
+V579,Care involving unspecified rehabilitation procedure,Rehabilitation proc NOS,
+V580,Encounter for radiotherapy,Radiotherapy encounter,
+V5811,Encounter for antineoplastic chemotherapy,Antineoplastic chemo enc,
+V5812,Encounter for antineoplastic immunotherapy,Immunotherapy encounter,
+V582,"Blood transfusion, without reported diagnosis","Blood transfusion, no dx",
+V5830,Encounter for change or removal of nonsurgical wound dressing,Attn rem nonsurg dressng,
+V5831,Encounter for change or removal of surgical wound dressing,Attn rem surg dressing,
+V5832,Encounter for removal of sutures,Attn removal of sutures,
+V5841,Encounter for planned post-operative wound closure,Encntr plnd po wnd clsr,
+V5842,Aftercare following surgery for neoplasm,Aftercare neoplasm surg,
+V5843,Aftercare following surgery for injury and trauma,Aftrcare inj/trauma surg,
+V5844,Aftercare following organ transplant,Aftercare organ transplt,
+V5849,Other specified aftercare following surgery,Postop oth specfd aftrcr,
+V585,Orthodontics aftercare,Orthodontics aftercare,
+V5861,Long-term (current) use of anticoagulants,Long-term use anticoagul,
+V5862,Long-term (current) use of antibiotics,Long-term use antibiotic,
+V5863,Long-term (current) use of antiplatelet/antithrombotic,Lng use antiplte/thrmbtc,
+V5864,Long-term (current) use of non-steroidal anti-inflammatories (NSAID),Long-term anti-inflamtry,
+V5865,Long-term (current) use of steroids,Long-term use steroids,
+V5866,Long-term (current) use of aspirin,Long-term use of aspirin,
+V5867,Long-term (current) use of insulin,Long-term use of insulin,
+V5868,Long term (current) use of bisphosphonates,Lng term bisphosphonates,
+V5869,Long-term (current) use of other medications,Long-term use meds NEC,
+V5871,"Aftercare following surgery of the sense organs, NEC",Aft surg sense org NEC,
+V5872,"Aftercare following surgery of the nervous system, NEC",Aftcre surg nerv sys NEC,
+V5873,"Aftercare following surgery of the circulatory system, NEC",Aft surg circ syst NEC,
+V5874,"Aftercare following surgery of the respiratory system, NEC",Aftrcre surg respsys NEC,
+V5875,"Aftercare following surgery of the teeth, oral cavity and digestive system, NEC",Aft oral cav/dig sys NEC,
+V5876,"Aftercare following surgery of the genitourinary system, NEC",Aftrcre surg GU syst NEC,
+V5877,"Aftercare following surgery of the skin and subcutaneous tissue, NEC",Aft surg skin/subcu NEC,
+V5878,"Aftercare following surgery of the musculoskeletal system, NEC",Aftrcre surg MS syst NEC,
+V5881,Fitting and adjustment of vascular catheter,Fit/adj vascular cathetr,
+V5882,"Fitting and adjustment of nonvascular catheter, NEC",Fit/adj non-vsc cath NEC,
+V5883,Encounter for therapeutic drug monitoring,Therapeutic drug monitor,
+V5889,Other specified aftercare,Other specfied aftercare,
+V589,Unspecified aftercare,Aftercare NOS,
+V5901,"Blood donors, whole blood",Blood donor-whole blood,
+V5902,"Blood donors, stem cells",Blood donor-stem cells,
+V5909,Other blood donors,Blood donor NEC,
+V591,Skin donors,Skin donor,
+V592,Bone donors,Bone donor,
+V593,Bone marrow donors,Bone marrow donor,
+V594,Kidney donors,Kidney donor,
+V595,Cornea donors,Cornea donor,
+V596,Liver donors,Liver donor,
+V5970,"Egg (oocyte) (ovum) donor, unspecified",Egg donor NEC,
+V5971,"Egg (oocyte) (ovum) donor, under age 35, anonymous recipient",Egg donor age <35 anon,
+V5972,"Egg (oocyte) (ovum) donor, under age 35, designated recipient",Egg donor age <35 desig,
+V5973,"Egg (oocyte) (ovum) donor, age 35 and over, anonymous recipient",Egg donor age 35+ anon,
+V5974,"Egg (oocyte) (ovum) donor, age 35 and over, designated recipient",Egg donor age 35+ desig,
+V598,Donors of other specified organ or tissue,Org or tissue donor NEC,
+V599,Donors of unspecified organ or tissue,Org or tissue donor NOS,
+V600,Lack of housing,Lack of housing,
+V601,Inadequate housing,Inadequate housing,
+V602,Inadequate material resources,Economic problem,
+V603,Person living alone,Person living alone,
+V604,No other household member able to render care,No family able to care,
+V605,Holiday relief care,Holiday relief care,
+V606,Person living in residential institution,Person in resident inst,
+V6081,Foster care (status),Foster care (status),
+V6089,Other specified housing or economic circumstances,Housing/econo circum NEC,
+V609,Unspecified housing or economic circumstance,Housing/econo circum NOS,
+V6101,Family disruption due to family member on military deployment,Fmily dsrpt-fam military,
+V6102,Family disruption due to return of family member from military deployment,Fmily dsrpt-ret military,
+V6103,Family disruption due to divorce or legal separation,Fmily dsrpt- divorce/sep,
+V6104,Family disruption due to parent-child estrangement,Family dsrpt-estrangmemt,
+V6105,Family disruption due to child in welfare custody,Famly dsrpt-chld custody,
+V6106,Family disruption due to child in foster care or in care of non-parental family member,Family dsrpt-foster care,
+V6107,Family disruption due to death of family member,Family dsrpt-death membr,
+V6108,Family disruption due to other extended absence of family member,Fmly dsrp-fam absnce NEC,
+V6109,Other family disruption,Family disruption NEC,
+V6110,"Counseling for marital and partner problems, unspecified",Consl partner prob,
+V6111,Counseling for victim of spousal and partner abuse,Cnsl victm partner abuse,
+V6112,Counseling for perpetrator of spousal and partner abuse,Cnsl perp partner abuse,
+V6120,"Counseling for parent-child problem, unspecified",Cnsl prnt-chld prob NOS,
+V6121,Counseling for victim of child abuse,Cnsl victim child abuse,
+V6122,Counseling for perpetrator of spousal and partner abuse,Cnsl perp parent chld ab,
+V6123,Counseling for parent-biological child problem,Cnsl prnt-biol chld prob,
+V6124,Counseling for parent-adopted child problem,Cnsl prnt-adpt chld prob,
+V6125,Counseling for parent (guardian)-foster child problem,Cnsl prnt-fstr chld prob,
+V6129,Other parent-child problems,Oth parent-child problem,
+V613,Problems with aged parents or in-laws,Problem w aged parent,
+V6141,Alcoholism in family,Alcoholism in family,
+V6142,Substance abuse in family,Substance abuse-family,
+V6149,Other health problems within the family,Family health probl NEC,
+V615,Multiparity,Multiparity,
+V616,Illegitimacy or illegitimate pregnancy,Illegitimate pregnancy,
+V617,Other unwanted pregnancy,Unwanted pregnancy NEC,
+V618,Other specified family circumstances,Family circumstances NEC,
+V619,Unspecified family circumstance,Family circumstance NOS,
+V620,Unemployment,Unemployment,
+V621,Adverse effects of work environment,Adverse eff-work environ,
+V6221,Personal current military deployment status,Hx military deployment,
+V6222,Personal history of return from military deployment,Hx retrn military deploy,
+V6229,Other occupational circumstances or maladjustment,Occupationl circumst NEC,
+V623,Educational circumstances,Educational circumstance,
+V624,Social maladjustment,Social maladjustment,
+V625,Legal circumstances,Legal circumstances,
+V626,Refusal of treatment for reasons of religion or conscience,Refusal of treatment,
+V6281,"Interpersonal problems, not elsewhere classified",Interpersonal probl NEC,
+V6282,"Bereavement, uncomplicated","Bereavement, uncomplicat",
+V6283,Counseling for perpetrator of physical/sexual abuse,Cnsl perp phys/sex abuse,
+V6284,Suicidal ideation,Suicidal ideation,
+V6285,Homicidal ideation,Homicidal ideation,
+V6289,"Other psychological or physical stress, not elsewhere classified",Psychological stress NEC,
+V629,Unspecified psychosocial circumstance,Psychosocial circum NOS,
+V630,Residence remote from hospital or other health care facility,Home remote from hospitl,
+V631,Medical services in home not available,No medical serv in home,
+V632,Person awaiting admission to adequate facility elsewhere,Wait adm to oth facility,
+V638,Other specified reasons for unavailability of medical facilities,No med facilities NEC,
+V639,Unspecified reason for unavailability of medical facilities,No med facilities NOS,
+V6400,"Vaccination not carried out, unspecified reason",No vaccination NOS,
+V6401,Vaccination not carried out because of acute illness,No vaccin-acute illness,
+V6402,Vaccination not carried out because of chronic illness or condition,No vaccin-chronc illness,
+V6403,Vaccination not carried out because of immune compromised state,No vaccin-immune comp,
+V6404,Vaccination not carried out because of allergy to vaccine or component,No vaccin-allergy to vac,
+V6405,Vaccination not carried out because of caregiver refusal,No vaccin-caregiv refuse,
+V6406,Vaccination not carried out because of patient refusal,No vaccination-pt refuse,
+V6407,Vaccination not carried out for religious reasons,No vaccination-religion,
+V6408,Vaccination not carried out because patient had disease being vaccinated against,No vaccin-prev disease,
+V6409,Vaccination not carried out for other reason,No vaccination NEC,
+V641,Surgical or other procedure not carried out because of contraindication,No proc/contraindication,
+V642,Surgical or other procedure not carried out because of patient's decision,No proc/patient decision,
+V643,Procedure not carried out for other reasons,No proc for reasons NEC,
+V6441,Laparoscopic surgical procedure converted to open procedure,Lap surg convert to open,
+V6442,Thoracoscopic surgical procedure converted to open procedure,Thoracoscop conv to open,
+V6443,Arthroscopic surgical procedure converted to open procedure,Arthroscopc conv to open,
+V650,Healthy person accompanying sick person,Healthy person w sick,
+V6511,Pediatric pre-birth visit for expectant parent(s),Ped pre-brth vst-parent,
+V6519,Other person consulting on behalf of another person,Person consult for anoth,
+V652,Person feigning illness,Person feigning illness,
+V653,Dietary surveillance and counseling,Dietary surveil/counsel,
+V6540,Counseling NOS,Counseling NOS,
+V6541,Exercise counseling,Exercise counseling,
+V6542,Counseling on substance use and abuse,Counslng sbstn use abuse,
+V6543,Counseling on injury prevention,Counseling injry prevent,
+V6544,Human immunodeficiency virus (HIV) counseling,Hiv counseling,
+V6545,Counseling on other sexually transmitted diseases,Consln ot sex trnsmt dis,
+V6546,Encounter for insulin pump training,Insulin pump training,
+V6549,Other specified counseling,Other specfd counseling,
+V655,Person with feared complaint in whom no diagnosis was made,Persn w feared complaint,
+V658,Other reasons for seeking consultation,Reason for consult NEC,
+V659,Unspecified reason for consultation,Reason for consult NOS,
+V660,Convalescence following surgery,Surgical convalescence,
+V661,Convalescence following radiotherapy,Radiotherapy convalescen,
+V662,Convalescence following chemotherapy,Chemotherapy convalescen,
+V663,Convalescence following psychotherapy and other treatment for mental disorder,Mental dis convalescence,
+V664,Convalescence following treatment of fracture,Fracture treatmnt conval,
+V665,Convalescence following other treatment,Convalescence NEC,
+V666,Convalescence following combined treatment,Comb treatment convales,
+V667,Encounter for palliative care,Encountr palliative care,
+V669,Unspecified convalescence,Convalescence NOS,
+V6700,"Follow-up examination, following surgery, unspecified",Follow-up surgery NOS,
+V6701,"Following surgery, follow-up vaginal pap smear",Follow-up vag pap smear,
+V6709,"Follow-up examination, following other surgery",Follow-up surgery NEC,
+V671,"Follow-up examination, following radiotherapy",Radiotherapy follow-up,
+V672,"Follow-up examination, following chemotherapy",Chemotherapy follow-up,
+V673,"Follow-up examination, following psychotherapy and other treatment for mental disorder",Psychiatric follow-up,
+V674,"Follow-up examination, following treatment of healed fracture",FU exam treatd healed fx,
+V6751,"Follow-up examination, following completed treatment with high-risk medication, not elsewhere classified",High-risk rx NEC exam,
+V6759,Other follow-up examination,Follow-up exam NEC,
+V676,"Follow-up examination, following combined treatment",Comb treatment follow-up,
+V679,Unspecified follow-up examination,Follow-up exam NOS,
+V6801,Disability examination,Disability examination,
+V6809,Other issue of medical certificates,Issue of med certif NEC,
+V681,Issue of repeat prescriptions,Issue repeat prescript,
+V682,Request for expert evidence,Request expert evidence,
+V6881,Referral of patient without examination or treatment,Referral-no exam/treat,
+V6889,Encounters for other specified administrative purpose,Administrtve encount NEC,
+V689,Encounters for unspecified administrative purpose,Administrtve encount NOS,
+V690,Lack of physical exercise,Lack of physical exercse,
+V691,Inappropriate diet and eating habits,Inapprt diet eat habits,
+V692,High-risk sexual behavior,High-risk sexual behavr,
+V693,Gambling and betting,Gambling and betting,
+V694,Lack of adequate sleep,Lack of adequate sleep,
+V695,Behavioral insomnia of childhood,Behav insomnia-childhood,
+V698,Other problems related to lifestyle,Oth prblms rltd lfstyle,
+V699,Unspecified problem related to lifestyle,Prblm rltd lfstyle NOS,
+V700,Routine general medical examination at a health care facility,Routine medical exam,
+V701,"General psychiatric examination, requested by the authority",Psych exam-authority req,
+V702,"General psychiatric examination, other and unspecified",Gen psychiatric exam NEC,
+V703,Other general medical examination for administrative purposes,Med exam NEC-admin purp,
+V704,Examination for medicolegal reasons,Exam-medicolegal reasons,
+V705,Health examination of defined subpopulations,Health exam-group survey,
+V706,Health examination in population surveys,Health exam-pop survey,
+V707,Examination of participant in clinical trial,Exam-clincal trial,
+V708,Other specified general medical examinations,General medical exam NEC,
+V709,Unspecified general medical examination,General medical exam NOS,
+V7101,Observation for adult antisocial behavior,Obsv-adult antisoc behav,
+V7102,Observation for childhood or adolescent antisocial behavior,Obsv-adolesc antisoc beh,
+V7109,Observation for other suspected mental condition,Observ-mental cond NEC,
+V711,Observation for suspected malignant neoplasm,Obsv-suspct mal neoplasm,
+V712,Observation for suspected tuberculosis,Observ-suspect TB,
+V713,Observation following accident at work,Observ-work accident,
+V714,Observation following other accident,Observ-accident NEC,
+V715,Observation following alleged rape or seduction,Observ following rape,
+V716,Observation following other inflicted injury,Observ-inflicted inj NEC,
+V717,Observation for suspected cardiovascular disease,Obs-susp cardiovasc dis,
+V7181,Observation and evaluation for suspected abuse and neglect,Observe-abuse & neglect,
+V7182,Observation and evaluation for suspected exposure to anthrax,Obs/eval sus exp anthrax,
+V7183,Observation and evaluation for suspected exposure to other biological agent,Obs/eval exp biol NEC,
+V7189,Observation and evaluation for other specified suspected conditions,Observ-suspect cond NEC,
+V719,Observation for unspecified suspected condition,Observ-suspect cond NOS,
+V720,Examination of eyes and vision,Eye & vision examination,
+V7211,Encounter for hearing examination following failed hearing screening,Hearing exam-fail screen,
+V7212,Encounter for hearing conservation and treatment,Hearing conservatn/trtmt,
+V7219,Other examination of ears and hearing,Exam ears & hearing NEC,
+V722,Dental examination,Dental examination,
+V7231,Routine gynecological examination,Routine gyn examination,
+V7232,Encounter for Papanicolaou cervical smear to confirm findings of recent normal smear following initial abnormal smear,Pap smear confirmation,
+V7240,"Pregnancy examination or test, pregnancy unconfirmed",Pregnancy test unconfirm,
+V7241,"Pregnancy examination or test, negative result",Pregnancy test negative,
+V7242,"Pregnancy examination or test, positive result",Pregnancy test-positive,
+V725,"Radiological examination, not elsewhere classified",Radiological exam NEC,
+V7260,"Laboratory examination, unspecified",Laboratory exam NOS,
+V7261,Antibody response examination,Antibody response exam,
+V7262,Laboratory examination ordered as part of a routine general medical examination,Routine physicl lab exam,
+V7263,Pre-procedural laboratory examination,Pre-procedure lab exam,
+V7269,Other laboratory examination,Laboratory exam NEC,
+V727,Diagnostic skin and sensitization tests,Skin/sensitization tests,
+V7281,Pre-operative cardiovascular examination,Preop cardiovsclr exam,
+V7282,Pre-operative respiratory examination,Preop respiratory exam,
+V7283,Other specified pre-operative examination,Oth spcf preop exam,
+V7284,"Pre-operative examination, unspecified",Preop exam unspcf,
+V7285,Other specified examination,Oth specified exam,
+V7286,Encounter for blood typing,Blood typing encounter,
+V729,Unspecified examination,Examination NOS,
+V730,Screening examination for poliomyelitis,Screening-poliomyelitis,
+V731,Screening examination for smallpox,Screening for smallpox,
+V732,Screening examination for measles,Screening for measles,
+V733,Screening examination for rubella,Screening for rubella,
+V734,Screening examination for yellow fever,Screening-yellow fever,
+V735,Screening examination for other arthropod-borne viral diseases,Screening-arbovirus dis,
+V736,Screening examination for trachoma,Screening for trachoma,
+V7381,Special screening examination for Human papillomavirus (HPV),Special screen exam HPV,
+V7388,Special screening examination for other specified chlamydial diseases,Scrn oth spcf chlmyd dis,
+V7389,Special screening examination for other specified viral diseases,Scrn oth spcf viral dis,
+V7398,Special screening examination for unspecified chlamydial disease,Scrn unspcf chlmyd dis,
+V7399,Special screening examination for unspecified viral disease,Scrn unspcf viral dis,
+V740,Screening examination for cholera,Screening for cholera,
+V741,Screening examination for pulmonary tuberculosis,Screening-pulmonary TB,
+V742,Screening examination for leprosy (Hansen's disease),Screening for leprosy,
+V743,Screening examination for diphtheria,Screening for diphtheria,
+V744,Screening examination for bacterial conjunctivitis,Screen-bact conjunctivit,
+V745,Screening examination for venereal disease,Screen for veneral dis,
+V746,Screening examination for yaws,Screening for yaws,
+V748,Screening examination for other specified bacterial and spirochetal diseases,Screen-bacterial dis NEC,
+V749,Screening examination for unspecified bacterial and spirochetal diseases,Screen-bacterial dis NOS,
+V750,Screening examination for rickettsial diseases,Screen-rickettsial dis,
+V751,Screening examination for malaria,Screening for malaria,
+V752,Screening examination for leishmaniasis,Screen for leishmaniasis,
+V753,Screening examination for trypanosomiasis,Screen-trypanosomiasis,
+V754,Screening examination for mycotic infections,Screen-mycotic infect,
+V755,Screening examination for schistosomiasis,Screen-schistosomiasis,
+V756,Screening examination for filariasis,Screen for filariasis,
+V757,Screening examination for intestinal helminthiasis,Screen for helminthiasis,
+V758,Screening examination for other specified parasitic infections,Screen-parasitic dis NEC,
+V759,Screening examination for unspecified infectious disease,Screen for infec dis NOS,
+V760,Special screening for malignant neoplasms of respiratory organs,Screen mal neop-resp org,
+V7610,"Breast screening, unspecified",Scrn mal neo breast NOS,
+V7611,Screening mammogram for high-risk patient,Screen mammogram hi risk,
+V7612,Other screening mammogram,Screen mammogram NEC,
+V7619,Other screening breast examination,Scrn mal neo breast NEC,
+V762,Screening for malignant neoplasms of cervix,Screen mal neop-cervix,
+V763,Screening for malignant neoplasms of bladder,Screen mal neop-bladder,
+V7641,Screening for malignant neoplasms of rectum,Screen mal neop-rectum,
+V7642,Screening for malignant neoplasms of oral cavity,Screen mal neop-oral cav,
+V7643,Screening for malignant neoplasms of skin,Screen mal neop-skin,
+V7644,Screening for malignant neoplasms of prostate,Scrn malig neop-prostate,
+V7645,Screening for malignant neoplasms of testis,Screen malig neop-testis,
+V7646,Special screening for malignant neoplasms of ovary,Screen malig neop-ovary,
+V7647,Special screening for malignant neoplasms of vagina,Screen malig neop-vagina,
+V7649,Special screening for malignant neoplasms of other sites,Screen mal neop oth site,
+V7650,"Special screening for malignant neoplasms for intestine, unspecified",Scrn malig neo-intes NOS,
+V7651,Special screening for malignant neoplasms of colon,Screen malig neop-colon,
+V7652,Special screening for malignant neoplasms of small intestine,Scrn mal neo-small intes,
+V7681,Special screening for malignant neoplasms of nervous system,Screen neop-nervous syst,
+V7689,Special screening for other malignant neoplasms,Screen neoplasm NEC,
+V769,Special screening for unspecified malignant neoplasms,Screen-neoplasm NOS,
+V770,Screening for thyroid disorders,Screen-thyroid disorder,
+V771,Screening for diabetes mellitus,Screen-diabetes mellitus,
+V772,Screening for malnutrition,Screen for malnutrition,
+V773,Screening for phenylketonuria (PKU),Screen-phenylketonuria,
+V774,Screening for galactosemia,Screen for galactosemia,
+V775,Screening for gout,Screening for gout,
+V776,Screening for cystic fibrosis,Screen-cystic fibrosis,
+V777,Screening for other inborn errors of metabolism,Screen-inborn err metab,
+V778,Screening for obesity,Screening for obesity,
+V7791,Screening for lipoid disorders,Screen lipoid disorders,
+V7799,"Screening for other and unspecified endocrine, nutritional, metabolic, and immunity disorders",Screen-endoc/nut/met NEC,
+V780,Screening for iron deficiency anemia,Screen-iron defic anemia,
+V781,Screening for other and unspecified deficiency anemia,Screen-defic anemia NEC,
+V782,Screening for sickle-cell disease or trait,Screen-sickle cell dis,
+V783,Screening for other hemoglobinopathies,Scrn-hemoglobinopath NEC,
+V788,Screening for other disorders of blood and blood-forming organs,Screen-blood dis NEC,
+V789,Screening for unspecified disorder of blood and blood-forming organs,Screen-blood dis NOS,
+V790,Screening for depression,Screening for depression,
+V791,Screening for alcoholism,Screening for alcoholism,
+V792,Special screening for intellectual disabilities,Scrn intellect disabilty,
+V793,Screening for developmental handicaps in early childhood,Screen-development prob,
+V798,Screening for other specified mental disorders and developmental handicaps,Screen-mental dis NEC,
+V799,Screening for unspecified mental disorder and developmental handicap,Screen-mental dis NOS,
+V8001,Special screening for traumatic brain injury,Screen-traumtc brain inj,
+V8009,Special screening for other neurological conditions,Screen-neuro condition,
+V801,Screening for glaucoma,Screening for glaucoma,
+V802,Screening for other eye conditions,Screening-eye cond NEC,
+V803,Screening for ear diseases,Screening for ear dis,
+V810,Screening for ischemic heart disease,Scrn-ischemic heart dis,
+V811,Screening for hypertension,Screen for hypertension,
+V812,Screening for other and unspecified cardiovascular conditions,Screen-cardiovasc NEC,
+V813,Screening for chronic bronchitis and emphysema,Screen-bronch/emphysema,
+V814,Screening for other and unspecified respiratory conditions,Screen-respir cond NEC,
+V815,Screening for nephropathy,Screen for nephropathy,
+V816,Screening for other and unspecified genitourinary conditions,Screen for gu cond NEC,
+V820,Screening for skin conditions,Screen for skin cond,
+V821,Screening for rheumatoid arthritis,Screen-rheumatoid arthr,
+V822,Screening for other rheumatic disorders,Screen-rheumat dis NEC,
+V823,Screening for congenital dislocation of hip,Screen-cong hip dislocat,
+V824,Maternal postnatal screening for chromosomal anomalies,Mat pstntl scr-chrm anom,
+V825,Screening for chemical poisoning and other contamination,Screen-contamination NEC,
+V826,Multiphasic screening,Multiphasic screening,
+V8271,Screening for genetic disease carrier status,Screen-gentc dis carrier,
+V8279,Other genetic screening,Genetic screening NEC,
+V8281,Special screening for osteoporosis,Screen - osteoporosis,
+V8289,Special screening for other specified conditions,Screen for condition NEC,
+V829,Screening for unspecified condition,Screen for condition NOS,
+V8301,Asymptomatic hemophilia A carrier,Asympt hemoph a carrier,
+V8302,Symptomatic hemophilia A carrier,Sympt hemophil a carrier,
+V8381,Cystic fibrosis gene carrier,Cystic fibrosis gene car,
+V8389,Other genetic carrier status,Genetic carrier stat NEC,
+V8401,Genetic susceptibility to malignant neoplasm of breast,Genetc sus mal neo brest,
+V8402,Genetic susceptibility to malignant neoplasm of ovary,Genetc sus mal neo ovary,
+V8403,Genetic susceptibility to malignant neoplasm of prostate,Genetc sus mal neo prost,
+V8404,Genetic susceptibility to malignant neoplasm of endometrium,Genetc susc mal neo endo,
+V8409,Genetic susceptibility to other malignant neoplasm,Genetic susc mal neo NEC,
+V8481,Genetic susceptibility to multiple endocrine neoplasia [MEN],Genetc sus mult endo neo,
+V8489,Genetic susceptibility to other disease,Genetic suscept dis NEC,
+V850,"Body Mass Index less than 19, adult","BMI less than 19,adult",
+V851,"Body Mass Index between 19-24, adult","BMI between 19-24,adult",
+V8521,"Body Mass Index 25.0-25.9, adult","BMI 25.0-25.9,adult",
+V8522,"Body Mass Index 26.0-26.9, adult","BMI 26.0-26.9,adult",
+V8523,"Body Mass Index 27.0-27.9, adult","BMI 27.0-27.9,adult",
+V8524,"Body Mass Index 28.0-28.9, adult","BMI 28.0-28.9,adult",
+V8525,"Body Mass Index 29.0-29.9, adult","BMI 29.0-29.9,adult",
+V8530,"Body Mass Index 30.0-30.9, adult","BMI 30.0-30.9,adult",
+V8531,"Body Mass Index 31.0-31.9, adult","BMI 31.0-31.9,adult",
+V8532,"Body Mass Index 32.0-32.9, adult","BMI 32.0-32.9,adult",
+V8533,"Body Mass Index 33.0-33.9, adult","BMI 33.0-33.9,adult",
+V8534,"Body Mass Index 34.0-34.9, adult","BMI 34.0-34.9,adult",
+V8535,"Body Mass Index 35.0-35.9, adult","BMI 35.0-35.9,adult",
+V8536,"Body Mass Index 36.0-36.9, adult","BMI 36.0-36.9,adult",
+V8537,"Body Mass Index 37.0-37.9, adult","BMI 37.0-37.9,adult",
+V8538,"Body Mass Index 38.0-38.9, adult","BMI 38.0-38.9,adult",
+V8539,"Body Mass Index 39.0-39.9, adult","BMI 39.0-39.9,adult",
+V8541,"Body Mass Index 40.0-44.9, adult","BMI 40.0-44.9, adult",
+V8542,"Body Mass Index 45.0-49.9, adult","BMI 45.0-49.9, adult",
+V8543,"Body Mass Index 50.0-59.9, adult","BMI 50.0-59.9, adult",
+V8544,"Body Mass Index 60.0-69.9, adult","BMI 60.0-69.9, adult",
+V8545,"Body Mass Index 70 and over, adult","BMI 70 and over, adult",
+V8551,"Body Mass Index, pediatric, less than 5th percentile for age","BMI,pediatric <5%",
+V8552,"Body Mass Index, pediatric, 5th percentile to less than 85th percentile for age","BMI,pediatric 5% - <85%",
+V8553,"Body Mass Index, pediatric, 85th percentile to less than 95th percentile for age","BMI,pediatric 85% - <95%",
+V8554,"Body Mass Index, pediatric, greater than or equal to 95th percentile for age","BMI,pediatric >= 95%",
+V860,Estrogen receptor positive status [ER+],Estrogen recep pstv stat,
+V861,Estrogen receptor negative status [ER-],Estrogen recep neg stat,
+V8701,Contact with and (suspected) exposure to arsenic,Contact/exposure arsenic,
+V8702,Contact with and (suspected) exposure to uranium,Cont/susp expose uranium,
+V8709,Contact with and (suspected) exposure to other hazardous metals,Cntct/exp hazrd metl NEC,
+V8711,Contact with and (suspected) exposure to aromatic amines,Cntct/exp aromatc amines,
+V8712,Contact with and (suspected) exposure to benzene,Contact/exposure benzene,
+V8719,Contact with and (suspected) exposure to other hazardous aromatic compounds,Cont/exp haz aromat NEC,
+V872,Contact with and (suspected) exposure to other potentially hazardous chemicals,Cont/exp hazard chem NEC,
+V8731,Contact with and (suspected) exposure to mold,Contact/exposure mold,
+V8732,Contact with and (suspected) exposure to algae bloom,Contact/exp algae bloom,
+V8739,Contact with and (suspected) exposure to other potentially hazardous substances,Cont/exp hazard sub NEC,
+V8741,Personal history of antineoplastic chemotherapy,Hx antineoplastic chemo,
+V8742,Personal history of monoclonal drug therapy,Hx monoclonal drug thrpy,
+V8743,Personal history of estrogen therapy,Hx estrogen therapy,
+V8744,Personal history of inhaled steroid therapy,Hx inhaled steroid thrpy,
+V8745,Personal history of systemic steroid therapy,Hx systemc steroid thrpy,
+V8746,Personal history of immunosuppressive therapy,Hx immunosuppres thrpy,
+V8749,Personal history of other drug therapy,Hx drug therapy NEC,
+V8801,Acquired absence of both cervix and uterus,Acq absnce cervix/uterus,
+V8802,Acquired absence of uterus with remaining cervical stump,Acq ab ut remn cerv stmp,
+V8803,Acquired absence of cervix with remaining uterus,Acq absnc cerv/remain ut,
+V8811,Acquired total absence of pancreas,Acq total absnc pancreas,
+V8812,Acquired partial absence of pancreas,Acq part absnce pancreas,
+V8821,Acquired absence of hip joint,Acq absence of hip joint,
+V8822,Acquired absence of knee joint,Acq absence knee joint,
+V8829,Acquired absence of other joint,Acq absence of oth joint,
+V8901,Suspected problem with amniotic cavity and membrane not found,Sus amntc cav/mem nt fnd,
+V8902,Suspected placental problem not found,Sus placentl prob nt fnd,
+V8903,Suspected fetal anomaly not found,Sus fetal anomaly nt fnd,
+V8904,Suspected problem with fetal growth not found,Sus fetal growth not fnd,
+V8905,Suspected cervical shortening not found,Sus cervcl shortn nt fnd,
+V8909,Other suspected maternal and fetal condition not found,Oth sus mat/ftl nt fnd,
+V9001,Retained depleted uranium fragments,Retain deplete uran frag,
+V9009,Other retained radioactive fragments,Retain radioac frag NEC,
+V9010,"Retained metal fragments, unspecified",Retained metal frag NOS,
+V9011,Retained magnetic metal fragments,Retain magnet metal frag,
+V9012,Retained nonmagnetic metal fragments,Retain nonmag meta frag,
+V902,Retained plastic fragments,Retain plastic fragments,
+V9031,Retained animal quills or spines,Retained quills/spines,
+V9032,Retained tooth,Retained tooth,
+V9033,Retained wood fragments,Retained wood fragments,
+V9039,Other retained organic fragments,Retain organic frag NEC,
+V9081,Retained glass fragments,Retained glass fragments,
+V9083,Retained stone or crystalline fragments,Retain stone/crystl frag,
+V9089,Other specified retained foreign body,Retain FB NEC,
+V909,"Retained foreign body, unspecified material","Retain FB, mat NOS",
+V9100,"Twin gestation, unspecified number of placenta, unspecified number of amniotic sacs",Twin gest-plac/sac NOS,
+V9101,"Twin gestation, monochorionic/monoamniotic (one placenta, one amniotic sac)",Twin gest-monochr/monoam,
+V9102,"Twin gestation, monochorionic/diamniotic (one placenta, two amniotic sacs)",Twin gest-monochr/diamni,
+V9103,"Twin gestation, dichorionic/diamniotic (two placentae, two amniotic sacs)",Twin gest-dich/diamniotc,
+V9109,"Twin gestation, unable to determine number of placenta and number of amniotic sacs",Twin gest-plac/sac undet,
+V9110,"Triplet gestation, unspecified number of placenta and unspecified number of amniotic sacs",Tripl gest-plac/sac NOS,
+V9111,"Triplet gestation, with two or more monochorionic fetuses",Triplet gest 2+ monochor,
+V9112,"Triplet gestation, with two or more monoamniotic fetuses",Triplet gest 2+ monoamn,
+V9119,"Triplet gestation, unable to determine number of placenta and number of amniotic sacs",Tripl gest-plac/sac und,
+V9120,"Quadruplet gestation, unspecified number of placenta and unspecified number of amniotic sacs",Quad gest-plac/sac NOS,
+V9121,"Quadruplet gestation, with two or more monochorionic fetuses",Quad gest 2+ monochorion,
+V9122,"Quadruplet gestation, with two or more monoamniotic fetuses",Quad gest 2+ monoamniotc,
+V9129,"Quadruplet gestation, unable to determine number of placenta and number of amniotic sacs",Quad gest-plac/sac undet,
+V9190,"Other specified multiple gestation, unspecified number of placenta and unspecified number of amniotic sacs",Mult gest-plac/sac NOS,
+V9191,"Other specified multiple gestation, with two or more monochorionic fetuses",Mult gest 2+ monochr NEC,
+V9192,"Other specified multiple gestation, with two or more monoamniotic fetuses",Mult gest 2+ monoamn NEC,
+V9199,"Other specified multiple gestation, unable to determine number of placenta and number of amniotic sacs",Mult gest-plac/sac undet,
\ No newline at end of file
diff --git a/dat/CMS32_DESC_LONG_SHORT_DX_utf.csv b/dat/CMS32_DESC_LONG_SHORT_DX_utf.csv
new file mode 100644
index 0000000..6155ecf
--- /dev/null
+++ b/dat/CMS32_DESC_LONG_SHORT_DX_utf.csv
@@ -0,0 +1,14568 @@
+DIAGNOSIS CODE,LONG DESCRIPTION,SHORT DESCRIPTION,
+0010,Cholera due to vibrio cholerae,Cholera d/t vib cholerae,
+0011,Cholera due to vibrio cholerae el tor,Cholera d/t vib el tor,
+0019,"Cholera, unspecified",Cholera NOS,
+0020,Typhoid fever,Typhoid fever,
+0021,Paratyphoid fever A,Paratyphoid fever a,
+0022,Paratyphoid fever B,Paratyphoid fever b,
+0023,Paratyphoid fever C,Paratyphoid fever c,
+0029,"Paratyphoid fever, unspecified",Paratyphoid fever NOS,
+0030,Salmonella gastroenteritis,Salmonella enteritis,
+0031,Salmonella septicemia,Salmonella septicemia,
+00320,"Localized salmonella infection, unspecified",Local salmonella inf NOS,
+00321,Salmonella meningitis,Salmonella meningitis,
+00322,Salmonella pneumonia,Salmonella pneumonia,
+00323,Salmonella arthritis,Salmonella arthritis,
+00324,Salmonella osteomyelitis,Salmonella osteomyelitis,
+00329,Other localized salmonella infections,Local salmonella inf NEC,
+0038,Other specified salmonella infections,Salmonella infection NEC,
+0039,"Salmonella infection, unspecified",Salmonella infection NOS,
+0040,Shigella dysenteriae,Shigella dysenteriae,
+0041,Shigella flexneri,Shigella flexneri,
+0042,Shigella boydii,Shigella boydii,
+0043,Shigella sonnei,Shigella sonnei,
+0048,Other specified shigella infections,Shigella infection NEC,
+0049,"Shigellosis, unspecified",Shigellosis NOS,
+0050,Staphylococcal food poisoning,Staph food poisoning,
+0051,Botulism food poisoning,Botulism food poisoning,
+0052,Food poisoning due to Clostridium perfringens (C. welchii),Food pois d/t c. perfrin,
+0053,Food poisoning due to other Clostridia,Food pois: clostrid NEC,
+0054,Food poisoning due to Vibrio parahaemolyticus,Food pois: v. parahaem,
+00581,Food poisoning due to Vibrio vulnificus,Food poisn d/t v. vulnif,
+00589,Other bacterial food poisoning,Bact food poisoning NEC,
+0059,"Food poisoning, unspecified",Food poisoning NOS,
+0060,Acute amebic dysentery without mention of abscess,Ac amebiasis w/o abscess,
+0061,Chronic intestinal amebiasis without mention of abscess,Chr amebiasis w/o absces,
+0062,Amebic nondysenteric colitis,Amebic nondysent colitis,
+0063,Amebic liver abscess,Amebic liver abscess,
+0064,Amebic lung abscess,Amebic lung abscess,
+0065,Amebic brain abscess,Amebic brain abscess,
+0066,Amebic skin ulceration,Amebic skin ulceration,
+0068,Amebic infection of other sites,Amebic infection NEC,
+0069,"Amebiasis, unspecified",Amebiasis NOS,
+0070,Balantidiasis,Balantidiasis,
+0071,Giardiasis,Giardiasis,
+0072,Coccidiosis,Coccidiosis,
+0073,Intestinal trichomoniasis,Intest trichomoniasis,
+0074,Cryptosporidiosis,Cryptosporidiosis,
+0075,Cyclosporiasis,Cyclosporiasis,
+0078,Other specified protozoal intestinal diseases,Protozoal intest dis NEC,
+0079,Unspecified protozoal intestinal disease,Protozoal intest dis NOS,
+00800,"Intestinal infection due to E. coli, unspecified",Intest infec e coli NOS,
+00801,Intestinal infection due to enteropathogenic E. coli,Int inf e coli entrpath,
+00802,Intestinal infection due to enterotoxigenic E. coli,Int inf e coli entrtoxgn,
+00803,Intestinal infection due to enteroinvasive E. coli,Int inf e coli entrnvsv,
+00804,Intestinal infection due to enterohemorrhagic E. coli,Int inf e coli entrhmrg,
+00809,Intestinal infection due to other intestinal E. coli infections,Int inf e coli spcf NEC,
+0081,Intestinal infection due to arizona group of paracolon bacilli,Arizona enteritis,
+0082,Intestinal infection due to aerobacter aerogenes,Aerobacter enteritis,
+0083,Intestinal infection due to proteus (mirabilis) (morganii),Proteus enteritis,
+00841,Intestinal infection due to staphylococcus,Staphylococc enteritis,
+00842,Intestinal infection due to pseudomonas,Pseudomonas enteritis,
+00843,Intestinal infection due to campylobacter,Int infec campylobacter,
+00844,Intestinal infection due to yersinia enterocolitica,Int inf yrsnia entrcltca,
+00845,Intestinal infection due to Clostridium difficile,Int inf clstrdium dfcile,
+00846,Intestinal infection due to other anaerobes,Intes infec oth anerobes,
+00847,Intestinal infection due to other gram-negative bacteria,Int inf oth grm neg bctr,
+00849,Intestinal infection due to other organisms,Bacterial enteritis NEC,
+0085,"Bacterial enteritis, unspecified",Bacterial enteritis NOS,
+00861,Enteritis due to rotavirus,Intes infec rotavirus,
+00862,Enteritis due to adenovirus,Intes infec adenovirus,
+00863,Enteritis due to norwalk virus,Int inf norwalk virus,
+00864,Enteritis due to other small round viruses [SRV's],Int inf oth sml rnd vrus,
+00865,Enteritis due to calicivirus,Enteritis d/t calicivirs,
+00866,Enteritis due to astrovirus,Intes infec astrovirus,
+00867,Enteritis due to enterovirus nec,Int inf enterovirus NEC,
+00869,Enteritis due to other viral enteritis,Other viral intes infec,
+0088,"Intestinal infection due to other organism, not elsewhere classified",Viral enteritis NOS,
+0090,"Infectious colitis, enteritis, and gastroenteritis",Infectious enteritis NOS,
+0091,"Colitis, enteritis, and gastroenteritis of presumed infectious origin",Enteritis of infect orig,
+0092,Infectious diarrhea,Infectious diarrhea NOS,
+0093,Diarrhea of presumed infectious origin,Diarrhea of infect orig,
+01000,"Primary tuberculous infection, unspecified",Prim TB complex-unspec,
+01001,"Primary tuberculous infection, bacteriological or histological examination not done",Prim TB complex-no exam,
+01002,"Primary tuberculous infection, bacteriological or histological examination unknown (at present)",Prim TB complex-exm unkn,
+01003,"Primary tuberculous infection, tubercle bacilli found (in sputum) by microscopy",Prim TB complex-micro dx,
+01004,"Primary tuberculous infection, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim TB complex-cult dx,
+01005,"Primary tuberculous infection, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim TB complex-histo dx,
+01006,"Primary tuberculous infection, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim TB complex-oth test,
+01010,"Tuberculous pleurisy in primary progressive tuberculosis, unspecified",Prim TB pleurisy-unspec,
+01011,"Tuberculous pleurisy in primary progressive tuberculosis, bacteriological or histological examination not done",Prim TB pleurisy-no exam,
+01012,"Tuberculous pleurisy in primary progressive tuberculosis, bacteriological or histological examination unknown (at present)",Prim TB pleur-exam unkn,
+01013,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli found (in sputum) by microscopy",Prim TB pleuris-micro dx,
+01014,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim TB pleurisy-cult dx,
+01015,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim TB pleuris-histo dx,
+01016,"Tuberculous pleurisy in primary progressive tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim TB pleuris-oth test,
+01080,"Other primary progressive tuberculosis, unspecified",Prim prog TB NEC-unspec,
+01081,"Other primary progressive tuberculosis, bacteriological or histological examination not done",Prim prog TB NEC-no exam,
+01082,"Other primary progressive tuberculosis, bacteriological or histological examination unknown (at present)",Prim pr TB NEC-exam unkn,
+01083,"Other primary progressive tuberculosis, tubercle bacilli found (in sputum) by microscopy",Prim prg TB NEC-micro dx,
+01084,"Other primary progressive tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Prim prog TB NEC-cult dx,
+01085,"Other primary progressive tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Prim prg TB NEC-histo dx,
+01086,"Other primary progressive tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Prim prg TB NEC-oth test,
+01090,"Primary tuberculous infection, unspecified, unspecified",Primary TB NOS-unspec,
+01091,"Primary tuberculous infection, unspecified, bacteriological or histological examination not done",Primary TB NOS-no exam,
+01092,"Primary tuberculous infection, unspecified, bacteriological or histological examination unknown (at present)",Primary TB NOS-exam unkn,
+01093,"Primary tuberculous infection, unspecified, tubercle bacilli found (in sputum) by microscopy",Primary TB NOS-micro dx,
+01094,"Primary tuberculous infection, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Primary TB NOS-cult dx,
+01095,"Primary tuberculous infection, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Primary TB NOS-histo dx,
+01096,"Primary tuberculous infection, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Primary TB NOS-oth test,
+01100,"Tuberculosis of lung, infiltrative, unspecified",TB lung infiltr-unspec,
+01101,"Tuberculosis of lung, infiltrative, bacteriological or histological examination not done",TB lung infiltr-no exam,
+01102,"Tuberculosis of lung, infiltrative, bacteriological or histological examination unknown (at present)",TB lung infiltr-exm unkn,
+01103,"Tuberculosis of lung, infiltrative, tubercle bacilli found (in sputum) by microscopy",TB lung infiltr-micro dx,
+01104,"Tuberculosis of lung, infiltrative, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung infiltr-cult dx,
+01105,"Tuberculosis of lung, infiltrative, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung infiltr-histo dx,
+01106,"Tuberculosis of lung, infiltrative, tubercle bacilli not found bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung infiltr-oth test,
+01110,"Tuberculosis of lung, nodular, unspecified",TB lung nodular-unspec,
+01111,"Tuberculosis of lung, nodular, bacteriological or histological examination not done",TB lung nodular-no exam,
+01112,"Tuberculosis of lung, nodular, bacteriological or histological examination unknown (at present)",TB lung nodul-exam unkn,
+01113,"Tuberculosis of lung, nodular, tubercle bacilli found (in sputum) by microscopy",TB lung nodular-micro dx,
+01114,"Tuberculosis of lung, nodular, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung nodular-cult dx,
+01115,"Tuberculosis of lung, nodular, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung nodular-histo dx,
+01116,"Tuberculosis of lung, nodular, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung nodular-oth test,
+01120,"Tuberculosis of lung with cavitation, unspecified",TB lung w cavity-unspec,
+01121,"Tuberculosis of lung with cavitation, bacteriological or histological examination not done",TB lung w cavity-no exam,
+01122,"Tuberculosis of lung with cavitation, bacteriological or histological examination unknown (at present)",TB lung cavity-exam unkn,
+01123,"Tuberculosis of lung with cavitation, tubercle bacilli found (in sputum) by microscopy",TB lung w cavit-micro dx,
+01124,"Tuberculosis of lung with cavitation, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung w cavity-cult dx,
+01125,"Tuberculosis of lung with cavitation, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung w cavit-histo dx,
+01126,"Tuberculosis of lung with cavitation, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung w cavit-oth test,
+01130,"Tuberculosis of bronchus, unspecified",TB of bronchus-unspec,
+01131,"Tuberculosis of bronchus, bacteriological or histological examination not done",TB of bronchus-no exam,
+01132,"Tuberculosis of bronchus, bacteriological or histological examination unknown (at present)",TB of bronchus-exam unkn,
+01133,"Tuberculosis of bronchus, tubercle bacilli found (in sputum) by microscopy",TB of bronchus-micro dx,
+01134,"Tuberculosis of bronchus, tubercle bacilli not found (in sputum) by microscopy, but found in bacterial culture",TB of bronchus-cult dx,
+01135,"Tuberculosis of bronchus, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bronchus-histo dx,
+01136,"Tuberculosis of bronchus, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bronchus-oth test,
+01140,"Tuberculous fibrosis of lung, unspecified",TB lung fibrosis-unspec,
+01141,"Tuberculous fibrosis of lung, bacteriological or histological examination not done",TB lung fibrosis-no exam,
+01142,"Tuberculous fibrosis of lung, bacteriological or histological examination unknown (at present)",TB lung fibros-exam unkn,
+01143,"Tuberculous fibrosis of lung, tubercle bacilli found (in sputum) by microscopy",TB lung fibros-micro dx,
+01144,"Tuberculous fibrosis of lung, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB lung fibrosis-cult dx,
+01145,"Tuberculous fibrosis of lung, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB lung fibros-histo dx,
+01146,"Tuberculous fibrosis of lung, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB lung fibros-oth test,
+01150,"Tuberculous bronchiectasis, unspecified",TB bronchiectasis-unspec,
+01151,"Tuberculous bronchiectasis, bacteriological or histological examination not done",TB bronchiect-no exam,
+01152,"Tuberculous bronchiectasis, bacteriological or histological examination unknown (at present)",TB bronchiect-exam unkn,
+01153,"Tuberculous bronchiectasis, tubercle bacilli found (in sputum) by microscopy",TB bronchiect-micro dx,
+01154,"Tuberculous bronchiectasis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB bronchiect-cult dx,
+01155,"Tuberculous bronchiectasis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB bronchiect-histo dx,
+01156,"Tuberculous bronchiectasis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB bronchiect-oth test,
+01160,"Tuberculous pneumonia [any form], unspecified",TB pneumonia-unspec,
+01161,"Tuberculous pneumonia [any form], bacteriological or histological examination not done",TB pneumonia-no exam,
+01162,"Tuberculous pneumonia [any form], bacteriological or histological examination unknown (at present)",TB pneumonia-exam unkn,
+01163,"Tuberculous pneumonia [any form], tubercle bacilli found (in sputum) by microscopy",TB pneumonia-micro dx,
+01164,"Tuberculous pneumonia [any form], tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pneumonia-cult dx,
+01165,"Tuberculous pneumonia [any form], tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pneumonia-histo dx,
+01166,"Tuberculous pneumonia [any form], tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pneumonia-oth test,
+01170,"Tuberculous pneumothorax, unspecified",TB pneumothorax-unspec,
+01171,"Tuberculous pneumothorax, bacteriological or histological examination not done",TB pneumothorax-no exam,
+01172,"Tuberculous pneumothorax, bacteriological or histological examination unknown (at present)",TB pneumothorx-exam unkn,
+01173,"Tuberculous pneumothorax, tubercle bacilli found (in sputum) by microscopy",TB pneumothorax-micro dx,
+01174,"Tuberculous pneumothorax, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pneumothorax-cult dx,
+01175,"Tuberculous pneumothorax, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pneumothorax-histo dx,
+01176,"Tuberculous pneumothorax, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pneumothorax-oth test,
+01180,"Other specified pulmonary tuberculosis, unspecified",Pulmonary TB NEC-unspec,
+01181,"Other specified pulmonary tuberculosis, bacteriological or histological examination not done",Pulmonary TB NEC-no exam,
+01182,"Other specified pulmonary tuberculosis, bacteriological or histological examination unknown (at present)",Pulmon TB NEC-exam unkn,
+01183,"Other specified pulmonary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Pulmon TB NEC-micro dx,
+01184,"Other specified pulmonary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Pulmon TB NEC-cult dx,
+01185,"Other specified pulmonary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Pulmon TB NEC-histo dx,
+01186,"Other specified pulmonary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Pulmon TB NEC-oth test,
+01190,"Pulmonary tuberculosis, unspecified, unspecified",Pulmonary TB NOS-unspec,
+01191,"Pulmonary tuberculosis, unspecified, bacteriological or histological examination not done",Pulmonary TB NOS-no exam,
+01192,"Pulmonary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Pulmon TB NOS-exam unkn,
+01193,"Pulmonary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Pulmon TB NOS-micro dx,
+01194,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Pulmon TB NOS-cult dx,
+01195,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Pulmon TB NOS-histo dx,
+01196,"Pulmonary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Pulmon TB NOS-oth test,
+01200,"Tuberculous pleurisy, unspecified",TB pleurisy-unspec,
+01201,"Tuberculous pleurisy, bacteriological or histological examination not done",TB pleurisy-no exam,
+01202,"Tuberculous pleurisy, bacteriological or histological examination unknown (at present)",TB pleurisy-exam unkn,
+01203,"Tuberculous pleurisy, tubercle bacilli found (in sputum) by microscopy",TB pleurisy-micro dx,
+01204,"Tuberculous pleurisy, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB pleurisy-cult dx,
+01205,"Tuberculous pleurisy, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB pleurisy-histolog dx,
+01206,"Tuberculous pleurisy, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB pleurisy-oth test,
+01210,"Tuberculosis of intrathoracic lymph nodes, unspecified",TB thoracic nodes-unspec,
+01211,"Tuberculosis of intrathoracic lymph nodes, bacteriological or histological examination not done",TB thorax node-no exam,
+01212,"Tuberculosis of intrathoracic lymph nodes, bacteriological or histological examination unknown (at present)",TB thorax node-exam unkn,
+01213,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli found (in sputum) by microscopy",TB thorax node-micro dx,
+01214,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB thorax node-cult dx,
+01215,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB thorax node-histo dx,
+01216,"Tuberculosis of intrathoracic lymph nodes, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB thorax node-oth test,
+01220,"Isolated tracheal or bronchial tuberculosis, unspecified",Isol tracheal tb-unspec,
+01221,"Isolated tracheal or bronchial tuberculosis, bacteriological or histological examination not done",Isol tracheal tb-no exam,
+01222,"Isolated tracheal or bronchial tuberculosis, bacteriological or histological examination unknown (at present)",Isol trach tb-exam unkn,
+01223,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli found (in sputum) by microscopy",Isolat trach tb-micro dx,
+01224,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Isol tracheal tb-cult dx,
+01225,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Isolat trach tb-histo dx,
+01226,"Isolated tracheal or bronchial tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Isolat trach tb-oth test,
+01230,"Tuberculous laryngitis, unspecified",TB laryngitis-unspec,
+01231,"Tuberculous laryngitis, bacteriological or histological examination not done",TB laryngitis-no exam,
+01232,"Tuberculous laryngitis, bacteriological or histological examination unknown (at present)",TB laryngitis-exam unkn,
+01233,"Tuberculous laryngitis, tubercle bacilli found (in sputum) by microscopy",TB laryngitis-micro dx,
+01234,"Tuberculous laryngitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB laryngitis-cult dx,
+01235,"Tuberculous laryngitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB laryngitis-histo dx,
+01236,"Tuberculous laryngitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB laryngitis-oth test,
+01280,"Other specified respiratory tuberculosis, unspecified",Resp TB NEC-unspec,
+01281,"Other specified respiratory tuberculosis, bacteriological or histological examination not done",Resp TB NEC-no exam,
+01282,"Other specified respiratory tuberculosis, bacteriological or histological examination unknown (at present)",Resp TB NEC-exam unkn,
+01283,"Other specified respiratory tuberculosis, tubercle bacilli found (in sputum) by microscopy",Resp TB NEC-micro dx,
+01284,"Other specified respiratory tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Resp TB NEC-cult dx,
+01285,"Other specified respiratory tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Resp TB NEC-histo dx,
+01286,"Other specified respiratory tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Resp TB NEC-oth test,
+01300,"Tuberculous meningitis, unspecified",TB meningitis-unspec,
+01301,"Tuberculous meningitis, bacteriological or histological examination not done",TB meningitis-no exam,
+01302,"Tuberculous meningitis, bacteriological or histological examination unknown (at present)",TB meningitis-exam unkn,
+01303,"Tuberculous meningitis, tubercle bacilli found (in sputum) by microscopy",TB meningitis-micro dx,
+01304,"Tuberculous meningitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB meningitis-cult dx,
+01305,"Tuberculous meningitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB meningitis-histo dx,
+01306,"Tuberculous meningitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB meningitis-oth test,
+01310,"Tuberculoma of meninges, unspecified",Tubrclma meninges-unspec,
+01311,"Tuberculoma of meninges, bacteriological or histological examination not done",Tubrclma mening-no exam,
+01312,"Tuberculoma of meninges, bacteriological or histological examination unknown (at present)",Tubrclma menin-exam unkn,
+01313,"Tuberculoma of meninges, tubercle bacilli found (in sputum) by microscopy",Tubrclma mening-micro dx,
+01314,"Tuberculoma of meninges, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrclma mening-cult dx,
+01315,"Tuberculoma of meninges, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrclma mening-histo dx,
+01316,"Tuberculoma of meninges, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrclma mening-oth test,
+01320,"Tuberculoma of brain, unspecified",Tuberculoma brain-unspec,
+01321,"Tuberculoma of brain, bacteriological or histological examination not done",Tubrcloma brain-no exam,
+01322,"Tuberculoma of brain, bacteriological or histological examination unknown (at present)",Tubrclma brain-exam unkn,
+01323,"Tuberculoma of brain, tubercle bacilli found (in sputum) by microscopy",Tubrcloma brain-micro dx,
+01324,"Tuberculoma of brain, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrcloma brain-cult dx,
+01325,"Tuberculoma of brain, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrcloma brain-histo dx,
+01326,"Tuberculoma of brain, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrcloma brain-oth test,
+01330,"Tuberculous abscess of brain, unspecified",TB brain abscess-unspec,
+01331,"Tuberculous abscess of brain, bacteriological or histological examination not done",TB brain abscess-no exam,
+01332,"Tuberculous abscess of brain, bacteriological or histological examination unknown (at present)",TB brain absc-exam unkn,
+01333,"Tuberculous abscess of brain, tubercle bacilli found (in sputum) by microscopy",TB brain absc-micro dx,
+01334,"Tuberculous abscess of brain, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB brain abscess-cult dx,
+01335,"Tuberculous abscess of brain, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB brain absc-histo dx,
+01336,"Tuberculous abscess of brain, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB brain absc-oth test,
+01340,"Tuberculoma of spinal cord, unspecified",Tubrclma sp cord-unspec,
+01341,"Tuberculoma of spinal cord, bacteriological or histological examination not done",Tubrclma sp cord-no exam,
+01342,"Tuberculoma of spinal cord, bacteriological or histological examination unknown (at present)",Tubrclma sp cd-exam unkn,
+01343,"Tuberculoma of spinal cord, tubercle bacilli found (in sputum) by microscopy",Tubrclma sp crd-micro dx,
+01344,"Tuberculoma of spinal cord, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Tubrclma sp cord-cult dx,
+01345,"Tuberculoma of spinal cord, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Tubrclma sp crd-histo dx,
+01346,"Tuberculoma of spinal cord, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Tubrclma sp crd-oth test,
+01350,"Tuberculous abscess of spinal cord, unspecified",TB sp crd abscess-unspec,
+01351,"Tuberculous abscess of spinal cord, bacteriological or histological examination not done",TB sp crd absc-no exam,
+01352,"Tuberculous abscess of spinal cord, bacteriological or histological examination unknown (at present)",TB sp crd absc-exam unkn,
+01353,"Tuberculous abscess of spinal cord, tubercle bacilli found (in sputum) by microscopy",TB sp crd absc-micro dx,
+01354,"Tuberculous abscess of spinal cord, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB sp crd absc-cult dx,
+01355,"Tuberculous abscess of spinal cord, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB sp crd absc-histo dx,
+01356,"Tuberculous abscess of spinal cord, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB sp crd absc-oth test,
+01360,"Tuberculous encephalitis or myelitis, unspecified",TB encephalitis-unspec,
+01361,"Tuberculous encephalitis or myelitis, bacteriological or histological examination not done",TB encephalitis-no exam,
+01362,"Tuberculous encephalitis or myelitis, bacteriological or histological examination unknown (at present)",TB encephalit-exam unkn,
+01363,"Tuberculous encephalitis or myelitis, tubercle bacilli found (in sputum) by microscopy",TB encephalitis-micro dx,
+01364,"Tuberculous encephalitis or myelitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB encephalitis-cult dx,
+01365,"Tuberculous encephalitis or myelitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB encephalitis-histo dx,
+01366,"Tuberculous encephalitis or myelitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB encephalitis-oth test,
+01380,"Other specified tuberculosis of central nervous system, unspecified",Cns TB NEC-unspec,
+01381,"Other specified tuberculosis of central nervous system, bacteriological or histological examination not done",Cns TB NEC-no exam,
+01382,"Other specified tuberculosis of central nervous system, bacteriological or histological examination unknown (at present)",Cns TB NEC-exam unkn,
+01383,"Other specified tuberculosis of central nervous system, tubercle bacilli found (in sputum) by microscopy",Cns TB NEC-micro dx,
+01384,"Other specified tuberculosis of central nervous system, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Cns TB NEC-cult dx,
+01385,"Other specified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Cns TB NEC-histo dx,
+01386,"Other specified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Cns TB NEC-oth test,
+01390,"Unspecified tuberculosis of central nervous system, unspecified",Cns TB NOS-unspec,
+01391,"Unspecified tuberculosis of central nervous system, bacteriological or histological examination not done",Cns TB NOS-no exam,
+01392,"Unspecified tuberculosis of central nervous system, bacteriological or histological examination unknown (at present)",Cns TB NOS-exam unkn,
+01393,"Unspecified tuberculosis of central nervous system, tubercle bacilli found (in sputum) by microscopy",Cns TB NOS-micro dx,
+01394,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Cns TB NOS-cult dx,
+01395,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Cns TB NOS-histo dx,
+01396,"Unspecified tuberculosis of central nervous system, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Cns TB NOS-oth test,
+01400,"Tuberculous peritonitis, unspecified",TB peritonitis-unspec,
+01401,"Tuberculous peritonitis, bacteriological or histological examination not done",TB peritonitis-no exam,
+01402,"Tuberculous peritonitis, bacteriological or histological examination unknown (at present)",TB peritonitis-exam unkn,
+01403,"Tuberculous peritonitis, tubercle bacilli found (in sputum) by microscopy",TB peritonitis-micro dx,
+01404,"Tuberculous peritonitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB peritonitis-cult dx,
+01405,"Tuberculous peritonitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB peritonitis-histo dx,
+01406,"Tuberculous peritonitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB peritonitis-oth test,
+01480,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, unspecified",Intestinal TB NEC-unspec,
+01481,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, bacteriological or histological examination not done",Intestin TB NEC-no exam,
+01482,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, bacteriological or histological examination unknown (at present)",Intest TB NEC-exam unkn,
+01483,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli found (in sputum) by microscopy",Intestin TB NEC-micro dx,
+01484,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Intestin TB NEC-cult dx,
+01485,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Intestin TB NEC-histo dx,
+01486,"Other tuberculosis of intestines, peritoneum, and mesenteric glands, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Intestin TB NEC-oth test,
+01500,"Tuberculosis of vertebral column, unspecified",TB of vertebra-unspec,
+01501,"Tuberculosis of vertebral column, bacteriological or histological examination not done",TB of vertebra-no exam,
+01502,"Tuberculosis of vertebral column, bacteriological or histological examination unknown (at present)",TB of vertebra-exam unkn,
+01503,"Tuberculosis of vertebral column, tubercle bacilli found (in sputum) by microscopy",TB of vertebra-micro dx,
+01504,"Tuberculosis of vertebral column, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of vertebra-cult dx,
+01505,"Tuberculosis of vertebral column, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of vertebra-histo dx,
+01506,"Tuberculosis of vertebral column, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of vertebra-oth test,
+01510,"Tuberculosis of hip, unspecified",TB of hip-unspec,
+01511,"Tuberculosis of hip, bacteriological or histological examination not done",TB of hip-no exam,
+01512,"Tuberculosis of hip, bacteriological or histological examination unknown (at present)",TB of hip-exam unkn,
+01513,"Tuberculosis of hip, tubercle bacilli found (in sputum) by microscopy",TB of hip-micro dx,
+01514,"Tuberculosis of hip, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of hip-cult dx,
+01515,"Tuberculosis of hip, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of hip-histo dx,
+01516,"Tuberculosis of hip, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of hip-oth test,
+01520,"Tuberculosis of knee, unspecified",TB of knee-unspec,
+01521,"Tuberculosis of knee, bacteriological or histological examination not done",TB of knee-no exam,
+01522,"Tuberculosis of knee, bacteriological or histological examination unknown (at present)",TB of knee-exam unkn,
+01523,"Tuberculosis of knee, tubercle bacilli found (in sputum) by microscopy",TB of knee-micro dx,
+01524,"Tuberculosis of knee, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of knee-cult dx,
+01525,"Tuberculosis of knee, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of knee-histo dx,
+01526,"Tuberculosis of knee, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of knee-oth test,
+01550,"Tuberculosis of limb bones, unspecified",TB of limb bones-unspec,
+01551,"Tuberculosis of limb bones, bacteriological or histological examination not done",TB limb bones-no exam,
+01552,"Tuberculosis of limb bones, bacteriological or histological examination unknown (at present)",TB limb bones-exam unkn,
+01553,"Tuberculosis of limb bones, tubercle bacilli found (in sputum) by microscopy",TB limb bones-micro dx,
+01554,"Tuberculosis of limb bones, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB limb bones-cult dx,
+01555,"Tuberculosis of limb bones, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB limb bones-histo dx,
+01556,"Tuberculosis of limb bones, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB limb bones-oth test,
+01560,"Tuberculosis of mastoid, unspecified",TB of mastoid-unspec,
+01561,"Tuberculosis of mastoid, bacteriological or histological examination not done",TB of mastoid-no exam,
+01562,"Tuberculosis of mastoid, bacteriological or histological examination unknown (at present)",TB of mastoid-exam unkn,
+01563,"Tuberculosis of mastoid, tubercle bacilli found (in sputum) by microscopy",TB of mastoid-micro dx,
+01564,"Tuberculosis of mastoid, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of mastoid-cult dx,
+01565,"Tuberculosis of mastoid, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of mastoid-histo dx,
+01566,"Tuberculosis of mastoid, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of mastoid-oth test,
+01570,"Tuberculosis of other specified bone, unspecified",TB of bone NEC-unspec,
+01571,"Tuberculosis of other specified bone, bacteriological or histological examination not done",TB of bone NEC-no exam,
+01572,"Tuberculosis of other specified bone, bacteriological or histological examination unknown (at present)",TB of bone NEC-exam unkn,
+01573,"Tuberculosis of other specified bone, tubercle bacilli found (in sputum) by microscopy",TB of bone NEC-micro dx,
+01574,"Tuberculosis of other specified bone, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of bone NEC-cult dx,
+01575,"Tuberculosis of other specified bone, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bone NEC-histo dx,
+01576,"Tuberculosis of other specified bone, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bone NEC-oth test,
+01580,"Tuberculosis of other specified joint, unspecified",TB of joint NEC-unspec,
+01581,"Tuberculosis of other specified joint, bacteriological or histological examination not done",TB of joint NEC-no exam,
+01582,"Tuberculosis of other specified joint, bacteriological or histological examination unknown (at present)",TB joint NEC-exam unkn,
+01583,"Tuberculosis of other specified joint, tubercle bacilli found (in sputum) by microscopy",TB of joint NEC-micro dx,
+01584,"Tuberculosis of other specified joint, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of joint NEC-cult dx,
+01585,"Tuberculosis of other specified joint, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of joint NEC-histo dx,
+01586,"Tuberculosis of other specified joint, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of joint NEC-oth test,
+01590,"Tuberculosis of unspecified bones and joints, unspecified",TB bone/joint NOS-unspec,
+01591,"Tuberculosis of unspecified bones and joints, bacteriological or histological examination not done",TB bone/jt NOS-no exam,
+01592,"Tuberculosis of unspecified bones and joints, bacteriological or histological examination unknown (at present)",TB bone/jt NOS-exam unkn,
+01593,"Tuberculosis of unspecified bones and joints, tubercle bacilli found (in sputum) by microscopy",TB bone/jt NOS-micro dx,
+01594,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB bone/jt NOS-cult dx,
+01595,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB bone/jt NOS-histo dx,
+01596,"Tuberculosis of unspecified bones and joints, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB bone/jt NOS-oth test,
+01600,"Tuberculosis of kidney, unspecified",TB of kidney-unspec,
+01601,"Tuberculosis of kidney, bacteriological or histological examination not done",TB of kidney-no exam,
+01602,"Tuberculosis of kidney, bacteriological or histological examination unknown (at present)",TB of kidney-exam unkn,
+01603,"Tuberculosis of kidney, tubercle bacilli found (in sputum) by microscopy",TB of kidney-micro dx,
+01604,"Tuberculosis of kidney, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of kidney-cult dx,
+01605,"Tuberculosis of kidney, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of kidney-histo dx,
+01606,"Tuberculosis of kidney, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of kidney-oth test,
+01610,"Tuberculosis of bladder, unspecified",TB of bladder-unspec,
+01611,"Tuberculosis of bladder, bacteriological or histological examination not done",TB of bladder-no exam,
+01612,"Tuberculosis of bladder, bacteriological or histological examination unknown (at present)",TB of bladder-exam unkn,
+01613,"Tuberculosis of bladder, tubercle bacilli found (in sputum) by microscopy",TB of bladder-micro dx,
+01614,"Tuberculosis of bladder, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of bladder-cult dx,
+01615,"Tuberculosis of bladder, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of bladder-histo dx,
+01616,"Tuberculosis of bladder, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of bladder-oth test,
+01620,"Tuberculosis of ureter, unspecified",TB of ureter-unspec,
+01621,"Tuberculosis of ureter, bacteriological or histological examination not done",TB of ureter-no exam,
+01622,"Tuberculosis of ureter, bacteriological or histological examination unknown (at present)",TB of ureter-exam unkn,
+01623,"Tuberculosis of ureter, tubercle bacilli found (in sputum) by microscopy",TB of ureter-micro dx,
+01624,"Tuberculosis of ureter, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of ureter-cult dx,
+01625,"Tuberculosis of ureter, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of ureter-histo dx,
+01626,"Tuberculosis of ureter, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of ureter-oth test,
+01630,"Tuberculosis of other urinary organs, unspecified",TB urinary NEC-unspec,
+01631,"Tuberculosis of other urinary organs, bacteriological or histological examination not done",TB urinary NEC-no exam,
+01632,"Tuberculosis of other urinary organs, bacteriological or histological examination unknown (at present)",TB urinary NEC-exam unkn,
+01633,"Tuberculosis of other urinary organs, tubercle bacilli found (in sputum) by microscopy",TB urinary NEC-micro dx,
+01634,"Tuberculosis of other urinary organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB urinary NEC-cult dx,
+01635,"Tuberculosis of other urinary organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB urinary NEC-histo dx,
+01636,"Tuberculosis of other urinary organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB urinary NEC-oth test,
+01640,"Tuberculosis of epididymis, unspecified",TB epididymis-unspec,
+01641,"Tuberculosis of epididymis, bacteriological or histological examination not done",TB epididymis-no exam,
+01642,"Tuberculosis of epididymis, bacteriological or histological examination unknown (at present)",TB epididymis-exam unkn,
+01643,"Tuberculosis of epididymis, tubercle bacilli found (in sputum) by microscopy",TB epididymis-micro dx,
+01644,"Tuberculosis of epididymis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB epididymis-cult dx,
+01645,"Tuberculosis of epididymis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB epididymis-histo dx,
+01646,"Tuberculosis of epididymis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB epididymis-oth test,
+01650,"Tuberculosis of other male genital organs, unspecified",TB male genit NEC-unspec,
+01651,"Tuberculosis of other male genital organs, bacteriological or histological examination not done",TB male gen NEC-no exam,
+01652,"Tuberculosis of other male genital organs, bacteriological or histological examination unknown (at present)",TB male gen NEC-ex unkn,
+01653,"Tuberculosis of other male genital organs, tubercle bacilli found (in sputum) by microscopy",TB male gen NEC-micro dx,
+01654,"Tuberculosis of other male genital organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB male gen NEC-cult dx,
+01655,"Tuberculosis of other male genital organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB male gen NEC-histo dx,
+01656,"Tuberculosis of other male genital organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB male gen NEC-oth test,
+01660,"Tuberculous oophoritis and salpingitis, unspecified",TB ovary & tube-unspec,
+01661,"Tuberculous oophoritis and salpingitis, bacteriological or histological examination not done",TB ovary & tube-no exam,
+01662,"Tuberculous oophoritis and salpingitis, bacteriological or histological examination unknown (at present)",TB ovary/tube-exam unkn,
+01663,"Tuberculous oophoritis and salpingitis, tubercle bacilli found (in sputum) by microscopy",TB ovary & tube-micro dx,
+01664,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB ovary & tube-cult dx,
+01665,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB ovary & tube-histo dx,
+01666,"Tuberculous oophoritis and salpingitis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB ovary & tube-oth test,
+01670,"Tuberculosis of other female genital organs, unspecified",TB female gen NEC-unspec,
+01671,"Tuberculosis of other female genital organs, bacteriological or histological examination not done",TB fem gen NEC-no exam,
+01672,"Tuberculosis of other female genital organs, bacteriological or histological examination unknown (at present)",TB fem gen NEC-exam unkn,
+01673,"Tuberculosis of other female genital organs, tubercle bacilli found (in sputum) by microscopy",TB fem gen NEC-micro dx,
+01674,"Tuberculosis of other female genital organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB fem gen NEC-cult dx,
+01675,"Tuberculosis of other female genital organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB fem gen NEC-histo dx,
+01676,"Tuberculosis of other female genital organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB fem gen NEC-oth test,
+01690,"Genitourinary tuberculosis, unspecified, unspecified",Gu TB NOS-unspec,
+01691,"Genitourinary tuberculosis, unspecified, bacteriological or histological examination not done",Gu TB NOS-no exam,
+01692,"Genitourinary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Gu TB NOS-exam unkn,
+01693,"Genitourinary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Gu TB NOS-micro dx,
+01694,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Gu TB NOS-cult dx,
+01695,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Gu TB NOS-histo dx,
+01696,"Genitourinary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Gu TB NOS-oth test,
+01700,"Tuberculosis of skin and subcutaneous cellular tissue, unspecified",TB skin/subcutan-unspec,
+01701,"Tuberculosis of skin and subcutaneous cellular tissue, bacteriological or histological examination not done",TB skin/subcut-no exam,
+01702,"Tuberculosis of skin and subcutaneous cellular tissue, bacteriological or histological examination unknown (at present)",TB skin/subcut-exam unkn,
+01703,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli found (in sputum) by microscopy",TB skin/subcut-micro dx,
+01704,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB skin/subcut-cult dx,
+01705,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB skin/subcut-histo dx,
+01706,"Tuberculosis of skin and subcutaneous cellular tissue, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB skin/subcut-oth test,
+01710,"Erythema nodosum with hypersensitivity reaction in tuberculosis, unspecified",Erythema nodos tb-unspec,
+01711,"Erythema nodosum with hypersensitivity reaction in tuberculosis, bacteriological or histological examination not done",Erythem nodos tb-no exam,
+01712,"Erythema nodosum with hypersensitivity reaction in tuberculosis, bacteriological or histological examination unknown (at present)",Erythem nod tb-exam unkn,
+01713,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli found (in sputum) by microscopy",Erythem nod tb-micro dx,
+01714,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Erythem nodos tb-cult dx,
+01715,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Erythem nod tb-histo dx,
+01716,"Erythema nodosum with hypersensitivity reaction in tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Erythem nod tb-oth test,
+01720,"Tuberculosis of peripheral lymph nodes, unspecified",TB periph lymph-unspec,
+01721,"Tuberculosis of peripheral lymph nodes, bacteriological or histological examination not done",TB periph lymph-no exam,
+01722,"Tuberculosis of peripheral lymph nodes, bacteriological or histological examination unknown (at present)",TB periph lymph-exam unk,
+01723,"Tuberculosis of peripheral lymph nodes, tubercle bacilli found (in sputum) by microscopy",TB periph lymph-micro dx,
+01724,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB periph lymph-cult dx,
+01725,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB periph lymph-histo dx,
+01726,"Tuberculosis of peripheral lymph nodes, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB periph lymph-oth test,
+01730,"Tuberculosis of eye, unspecified",TB of eye-unspec,
+01731,"Tuberculosis of eye, bacteriological or histological examination not done",TB of eye-no exam,
+01732,"Tuberculosis of eye, bacteriological or histological examination unknown (at present)",TB of eye-exam unkn,
+01733,"Tuberculosis of eye, tubercle bacilli found (in sputum) by microscopy",TB of eye-micro dx,
+01734,"Tuberculosis of eye, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of eye-cult dx,
+01735,"Tuberculosis of eye, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of eye-histo dx,
+01736,"Tuberculosis of eye, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of eye-oth test,
+01740,"Tuberculosis of ear, unspecified",TB of ear-unspec,
+01741,"Tuberculosis of ear, bacteriological or histological examination not done",TB of ear-no exam,
+01742,"Tuberculosis of ear, bacteriological or histological examination unknown (at present)",TB of ear-exam unkn,
+01743,"Tuberculosis of ear, tubercle bacilli found (in sputum) by microscopy",TB of ear-micro dx,
+01744,"Tuberculosis of ear, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of ear-cult dx,
+01745,"Tuberculosis of ear, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of ear-histo dx,
+01746,"Tuberculosis of ear, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of ear-oth test,
+01750,"Tuberculosis of thyroid gland, unspecified",TB of thyroid-unspec,
+01751,"Tuberculosis of thyroid gland, bacteriological or histological examination not done",TB of thyroid-no exam,
+01752,"Tuberculosis of thyroid gland, bacteriological or histological examination unknown (at present)",TB of thyroid-exam unkn,
+01753,"Tuberculosis of thyroid gland, tubercle bacilli found (in sputum) by microscopy",TB of thyroid-micro dx,
+01754,"Tuberculosis of thyroid gland, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of thyroid-cult dx,
+01755,"Tuberculosis of thyroid gland, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of thyroid-histo dx,
+01756,"Tuberculosis of thyroid gland, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of thyroid-oth test,
+01760,"Tuberculosis of adrenal glands, unspecified",TB of adrenal-unspec,
+01761,"Tuberculosis of adrenal glands, bacteriological or histological examination not done",TB of adrenal-no exam,
+01762,"Tuberculosis of adrenal glands, bacteriological or histological examination unknown (at present)",TB of adrenal-exam unkn,
+01763,"Tuberculosis of adrenal glands, tubercle bacilli found (in sputum) by microscopy",TB of adrenal-micro dx,
+01764,"Tuberculosis of adrenal glands, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of adrenal-cult dx,
+01765,"Tuberculosis of adrenal glands, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of adrenal-histo dx,
+01766,"Tuberculosis of adrenal glands, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of adrenal-oth test,
+01770,"Tuberculosis of spleen, unspecified",TB of spleen-unspec,
+01771,"Tuberculosis of spleen, bacteriological or histological examination not done",TB of spleen-no exam,
+01772,"Tuberculosis of spleen, bacteriological or histological examination unknown (at present)",TB of spleen-exam unkn,
+01773,"Tuberculosis of spleen, tubercle bacilli found (in sputum) by microscopy",TB of spleen-micro dx,
+01774,"Tuberculosis of spleen, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of spleen-cult dx,
+01775,"Tuberculosis of spleen, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of spleen-histo dx,
+01776,"Tuberculosis of spleen, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of spleen-oth test,
+01780,"Tuberculosis of esophagus, unspecified",TB esophagus-unspec,
+01781,"Tuberculosis of esophagus, bacteriological or histological examination not done",TB esophagus-no exam,
+01782,"Tuberculosis of esophagus, bacteriological or histological examination unknown (at present)",TB esophagus-exam unkn,
+01783,"Tuberculosis of esophagus, tubercle bacilli found (in sputum) by microscopy",TB esophagus-micro dx,
+01784,"Tuberculosis of esophagus, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB esophagus-cult dx,
+01785,"Tuberculosis of esophagus, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB esophagus-histo dx,
+01786,"Tuberculosis of esophagus, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB esophagus-oth test,
+01790,"Tuberculosis of other specified organs, unspecified",TB of organ NEC-unspec,
+01791,"Tuberculosis of other specified organs, bacteriological or histological examination not done",TB of organ NEC-no exam,
+01792,"Tuberculosis of other specified organs, bacteriological or histological examination unknown (at present)",TB organ NEC-exam unkn,
+01793,"Tuberculosis of other specified organs, tubercle bacilli found (in sputum) by microscopy",TB of organ NEC-micro dx,
+01794,"Tuberculosis of other specified organs, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",TB of organ NEC-cult dx,
+01795,"Tuberculosis of other specified organs, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",TB of organ NEC-histo dx,
+01796,"Tuberculosis of other specified organs, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",TB of organ NEC-oth test,
+01800,"Acute miliary tuberculosis, unspecified",Acute miliary tb-unspec,
+01801,"Acute miliary tuberculosis, bacteriological or histological examination not done",Acute miliary tb-no exam,
+01802,"Acute miliary tuberculosis, bacteriological or histological examination unknown (at present)",Ac miliary tb-exam unkn,
+01803,"Acute miliary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Ac miliary tb-micro dx,
+01804,"Acute miliary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Acute miliary tb-cult dx,
+01805,"Acute miliary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Ac miliary tb-histo dx,
+01806,"Acute miliary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Ac miliary tb-oth test,
+01880,"Other specified miliary tuberculosis, unspecified",Miliary TB NEC-unspec,
+01881,"Other specified miliary tuberculosis, bacteriological or histological examination not done",Miliary TB NEC-no exam,
+01882,"Other specified miliary tuberculosis, bacteriological or histological examination unknown (at present)",Miliary TB NEC-exam unkn,
+01883,"Other specified miliary tuberculosis, tubercle bacilli found (in sputum) by microscopy",Miliary TB NEC-micro dx,
+01884,"Other specified miliary tuberculosis, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Miliary TB NEC-cult dx,
+01885,"Other specified miliary tuberculosis, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Miliary TB NEC-histo dx,
+01886,"Other specified miliary tuberculosis, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Miliary TB NEC-oth test,
+01890,"Miliary tuberculosis, unspecified, unspecified",Miliary TB NOS-unspec,
+01891,"Miliary tuberculosis, unspecified, bacteriological or histological examination not done",Miliary TB NOS-no exam,
+01892,"Miliary tuberculosis, unspecified, bacteriological or histological examination unknown (at present)",Miliary TB NOS-exam unkn,
+01893,"Miliary tuberculosis, unspecified, tubercle bacilli found (in sputum) by microscopy",Miliary TB NOS-micro dx,
+01894,"Miliary tuberculosis, unspecified, tubercle bacilli not found (in sputum) by microscopy, but found by bacterial culture",Miliary TB NOS-cult dx,
+01895,"Miliary tuberculosis, unspecified, tubercle bacilli not found by bacteriological examination, but tuberculosis confirmed histologically",Miliary TB NOS-histo dx,
+01896,"Miliary tuberculosis, unspecified, tubercle bacilli not found by bacteriological or histological examination, but tuberculosis confirmed by other methods [inoculation of animals]",Miliary TB NOS-oth test,
+0200,Bubonic plague,Bubonic plague,
+0201,Cellulocutaneous plague,Cellulocutaneous plague,
+0202,Septicemic plague,Septicemic plague,
+0203,Primary pneumonic plague,Primary pneumonic plague,
+0204,Secondary pneumonic plague,Secondary pneumon plague,
+0205,"Pneumonic plague, unspecified",Pneumonic plague NOS,
+0208,Other specified types of plague,Other types of plague,
+0209,"Plague, unspecified",Plague NOS,
+0210,Ulceroglandular tularemia,Ulceroglandul tularemia,
+0211,Enteric tularemia,Enteric tularemia,
+0212,Pulmonary tularemia,Pulmonary tularemia,
+0213,Oculoglandular tularemia,Oculoglandular tularemia,
+0218,Other specified tularemia,Tularemia NEC,
+0219,Unspecified tularemia,Tularemia NOS,
+0220,Cutaneous anthrax,Cutaneous anthrax,
+0221,Pulmonary anthrax,Pulmonary anthrax,
+0222,Gastrointestinal anthrax,Gastrointestinal anthrax,
+0223,Anthrax septicemia,Anthrax septicemia,
+0228,Other specified manifestations of anthrax,Other anthrax manifest,
+0229,"Anthrax, unspecified",Anthrax NOS,
+0230,Brucella melitensis,Brucella melitensis,
+0231,Brucella abortus,Brucella abortus,
+0232,Brucella suis,Brucella suis,
+0233,Brucella canis,Brucella canis,
+0238,Other brucellosis,Brucellosis NEC,
+0239,"Brucellosis, unspecified",Brucellosis NOS,
+024,Glanders,Glanders,
+025,Melioidosis,Melioidosis,
+0260,Spirillary fever,Spirillary fever,
+0261,Streptobacillary fever,Streptobacillary fever,
+0269,Unspecified rat-bite fever,Rat-bite fever NOS,
+0270,Listeriosis,Listeriosis,
+0271,Erysipelothrix infection,Erysipelothrix infection,
+0272,Pasteurellosis,Pasteurellosis,
+0278,Other specified zoonotic bacterial diseases,Zoonotic bact dis NEC,
+0279,Unspecified zoonotic bacterial disease,Zoonotic bact dis NOS,
+0300,Lepromatous leprosy [type L],Lepromatous leprosy,
+0301,Tuberculoid leprosy [type T],Tuberculoid leprosy,
+0302,Indeterminate leprosy [group I],Indeterminate leprosy,
+0303,Borderline leprosy [group B],Borderline leprosy,
+0308,Other specified leprosy,Leprosy NEC,
+0309,"Leprosy, unspecified",Leprosy NOS,
+0310,Pulmonary diseases due to other mycobacteria,Pulmonary mycobacteria,
+0311,Cutaneous diseases due to other mycobacteria,Cutaneous mycobacteria,
+0312,Disseminated due to other mycobacteria,DMAC bacteremia,
+0318,Other specified mycobacterial diseases,Mycobacterial dis NEC,
+0319,Unspecified diseases due to mycobacteria,Mycobacterial dis NOS,
+0320,Faucial diphtheria,Faucial diphtheria,
+0321,Nasopharyngeal diphtheria,Nasopharynx diphtheria,
+0322,Anterior nasal diphtheria,Ant nasal diphtheria,
+0323,Laryngeal diphtheria,Laryngeal diphtheria,
+03281,Conjunctival diphtheria,Conjunctival diphtheria,
+03282,Diphtheritic myocarditis,Diphtheritic myocarditis,
+03283,Diphtheritic peritonitis,Diphtheritic peritonitis,
+03284,Diphtheritic cystitis,Diphtheritic cystitis,
+03285,Cutaneous diphtheria,Cutaneous diphtheria,
+03289,Other specified diphtheria,Diphtheria NEC,
+0329,"Diphtheria, unspecified",Diphtheria NOS,
+0330,Whooping cough due to bordetella pertussis [B. pertussis],Bordetella pertussis,
+0331,Whooping cough due to bordetella parapertussis [B. parapertussis],Bordetella parapertussis,
+0338,Whooping cough due to other specified organism,Whooping cough NEC,
+0339,"Whooping cough, unspecified organism",Whooping cough NOS,
+0340,Streptococcal sore throat,Strep sore throat,
+0341,Scarlet fever,Scarlet fever,
+035,Erysipelas,Erysipelas,
+0360,Meningococcal meningitis,Meningococcal meningitis,
+0361,Meningococcal encephalitis,Meningococc encephalitis,
+0362,Meningococcemia,Meningococcemia,
+0363,"Waterhouse-Friderichsen syndrome, meningococcal",Meningococc adrenal synd,
+03640,"Meningococcal carditis, unspecified",Meningococc carditis NOS,
+03641,Meningococcal pericarditis,Meningococc pericarditis,
+03642,Meningococcal endocarditis,Meningococc endocarditis,
+03643,Meningococcal myocarditis,Meningococc myocarditis,
+03681,Meningococcal optic neuritis,Meningococc optic neurit,
+03682,Meningococcal arthropathy,Meningococc arthropathy,
+03689,Other specified meningococcal infections,Meningococcal infect NEC,
+0369,"Meningococcal infection, unspecified",Meningococcal infect NOS,
+037,Tetanus,Tetanus,
+0380,Streptococcal septicemia,Streptococcal septicemia,
+03810,"Staphylococcal septicemia, unspecified",Staphylcocc septicem NOS,
+03811,Methicillin susceptible Staphylococcus aureus septicemia,Meth susc Staph aur sept,
+03812,Methicillin resistant Staphylococcus aureus septicemia,MRSA septicemia,
+03819,Other staphylococcal septicemia,Staphylcocc septicem NEC,
+0382,Pneumococcal septicemia [Streptococcus pneumoniae septicemia],Pneumococcal septicemia,
+0383,Septicemia due to anaerobes,Anaerobic septicemia,
+03840,"Septicemia due to gram-negative organism, unspecified",Gram-neg septicemia NOS,
+03841,Septicemia due to hemophilus influenzae [H. influenzae],H. influenae septicemia,
+03842,Septicemia due to escherichia coli [E. coli],E coli septicemia,
+03843,Septicemia due to pseudomonas,Pseudomonas septicemia,
+03844,Septicemia due to serratia,Serratia septicemia,
+03849,Other septicemia due to gram-negative organisms,Gram-neg septicemia NEC,
+0388,Other specified septicemias,Septicemia NEC,
+0389,Unspecified septicemia,Septicemia NOS,
+0390,Cutaneous actinomycotic infection,Cutaneous actinomycosis,
+0391,Pulmonary actinomycotic infection,Pulmonary actinomycosis,
+0392,Abdominal actinomycotic infection,Abdominal actinomycosis,
+0393,Cervicofacial actinomycotic infection,Cervicofac actinomycosis,
+0394,Madura foot,Madura foot,
+0398,Actinomycotic infection of other specified sites,Actinomycosis NEC,
+0399,Actinomycotic infection of unspecified site,Actinomycosis NOS,
+0400,Gas gangrene,Gas gangrene,
+0401,Rhinoscleroma,Rhinoscleroma,
+0402,Whipple's disease,Whipple's disease,
+0403,Necrobacillosis,Necrobacillosis,
+04041,Infant botulism,Infant botulism,
+04042,Wound botulism,Wound botulism,
+04081,Tropical pyomyositis,Tropical pyomyositis,
+04082,Toxic shock syndrome,Toxic shock syndrome,
+04089,Other specified bacterial diseases,Bacterial diseases NEC,
+04100,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified",Streptococcus unspecf,
+04101,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group A",Streptococcus group a,
+04102,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group B",Streptococcus group b,
+04103,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group C",Streptococcus group c,
+04104,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group D [Enterococcus]",Enterococcus group d,
+04105,"Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group G",Streptococcus group g,
+04109,"Streptococcus infection in conditions classified elsewhere and of unspecified site, other streptococcus",Other streptococcus,
+04110,"Staphylococcus infection in conditions classified elsewhere and of unspecified site, staphylococcus, unspecified",Staphylococcus unspcfied,
+04111,Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site,Mth sus Stph aur els/NOS,
+04112,Methicillin resistant Staphylococcus aureus in conditions classified elsewhere and of unspecified site,MRSA elsewhere/NOS,
+04119,"Staphylococcus infection in conditions classified elsewhere and of unspecified site, other staphylococcus",Other staphylococcus,
+0412,Pneumococcus infection in conditions classified elsewhere and of unspecified site,Pneumococcus infect NOS,
+0413,FriedlŠnder's bacillus infection in conditions classified elsewhere and of unspecified site,Klebsiella pneumoniae,
+04141,Shiga toxin-producing Escherichia coli [E. coli] (STEC) O157,Shiga txn-produce E.coli,
+04142,Other specified Shiga toxin-producing Escherichia coli [E. coli] (STEC),Shga txn prod E.coli NEC,
+04143,"Shiga toxin-producing Escherichia coli [E. coli] (STEC), unspecified",Shga txn prod E.coli NOS,
+04149,Other and unspecified Escherichia coli [E. coli],E.coli infection NEC/NOS,
+0415,Hemophilus influenzae [H. influenzae] infection in conditions classified elsewhere and of unspecified site,H. influenzae infect NOS,
+0416,Proteus (mirabilis) (morganii) infection in conditions classified elsewhere and of unspecified site,Proteus infection NOS,
+0417,Pseudomonas infection in conditions classified elsewhere and of unspecified site,Pseudomonas infect NOS,
+04181,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, mycoplasma",Mycoplasma,
+04182,Bacteroides fragilis,Bacteroides fragilis,
+04183,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, Clostridium perfringens",Clostridium perfringens,
+04184,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other anaerobes",Other anaerobes,
+04185,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other gram-negative organisms",Oth gram negatv bacteria,
+04186,Helicobacter pylori [H. pylori],Helicobacter pylori,
+04189,"Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other specified bacteria",Oth specf bacteria,
+0419,"Bacterial infection, unspecified, in conditions classified elsewhere and of unspecified site",Bacterial infection NOS,
+042,Human immunodeficiency virus [HIV] disease,Human immuno virus dis,
+04500,"Acute paralytic poliomyelitis specified as bulbar, poliovirus, unspecified type",Ac bulbar polio-type NOS,
+04501,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type I",Ac bulbar polio-type 1,
+04502,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type II",Ac bulbar polio-type 2,
+04503,"Acute paralytic poliomyelitis specified as bulbar, poliovirus type III",Ac bulbar polio-type 3,
+04510,"Acute poliomyelitis with other paralysis, poliovirus, unspecified type",Paral polio NEC-type NOS,
+04511,"Acute poliomyelitis with other paralysis, poliovirus type I",Paral polio NEC-type 1,
+04512,"Acute poliomyelitis with other paralysis, poliovirus type II",Paral polio NEC-type 2,
+04513,"Acute poliomyelitis with other paralysis, poliovirus type III",Paral polio NEC-type 3,
+04520,"Acute nonparalytic poliomyelitis, poliovirus, unspecified type",Nonparaly polio-type NOS,
+04521,"Acute nonparalytic poliomyelitis, poliovirus type I",Nonparalyt polio-type 1,
+04522,"Acute nonparalytic poliomyelitis, poliovirus type II",Nonparalyt polio-type 2,
+04523,"Acute nonparalytic poliomyelitis, poliovirus type III",Nonparalyt polio-type 3,
+04590,"Acute poliomyelitis, unspecified, poliovirus, unspecified type",Ac polio NOS-type NOS,
+04591,"Acute poliomyelitis, unspecified, poliovirus type I",Ac polio NOS-type 1,
+04592,"Acute poliomyelitis, unspecified, poliovirus type II",Ac polio NOS-type 2,
+04593,"Acute poliomyelitis, unspecified, poliovirus type III",Ac polio NOS-type 3,
+0460,Kuru,Kuru,
+04611,Variant Creutzfeldt-Jakob disease,Varnt Creutzfeldt-Jakob,
+04619,Other and unspecified Creutzfeldt-Jakob disease,Creutzfldt-Jakob NEC/NOS,
+0462,Subacute sclerosing panencephalitis,Subac scleros panenceph,
+0463,Progressive multifocal leukoencephalopathy,Prog multifoc leukoencep,
+04671,Gerstmann-StrŠussler-Scheinker syndrome,Gerstmn-Straus-Schnk syn,
+04672,Fatal familial insomnia,Fatal familial insomnia,
+04679,Other and unspecified prion disease of central nervous system,Prion dis of CNS NEC/NOS,
+0468,Other specified slow virus infection of central nervous system,Cns slow virus infec NEC,
+0469,Unspecified slow virus infection of central nervous system,Cns slow virus infec NOS,
+0470,Meningitis due to coxsackie virus,Coxsackie virus mening,
+0471,Meningitis due to echo virus,Echo virus meningitis,
+0478,Other specified viral meningitis,Viral meningitis NEC,
+0479,Unspecified viral meningitis,Viral meningitis NOS,
+048,Other enterovirus diseases of central nervous system,Oth enteroviral cns dis,
+0490,Lymphocytic choriomeningitis,Lymphocytic choriomening,
+0491,Meningitis due to adenovirus,Adenoviral meningitis,
+0498,Other specified non-arthropod-borne viral diseases of central nervous system,Viral encephalitis NEC,
+0499,Unspecified non-arthropod-borne viral diseases of central nervous system,Viral encephalitis NOS,
+0500,Variola major,Variola major,
+0501,Alastrim,Alastrim,
+0502,Modified smallpox,Modified smallpox,
+0509,"Smallpox, unspecified",Smallpox NOS,
+05101,Cowpox,Cowpox,
+05102,Vaccinia not from vaccination,Vaccinia n/f vaccination,
+0511,Pseudocowpox,Pseudocowpox,
+0512,Contagious pustular dermatitis,Contagious pustular derm,
+0519,"Paravaccinia, unspecified",Paravaccinia NOS,
+0520,Postvaricella encephalitis,Postvaricella encephalit,
+0521,Varicella (hemorrhagic) pneumonitis,Varicella pneumonitis,
+0522,Postvaricella myelitis,Postvaricella myelitis,
+0527,Chickenpox with other specified complications,Varicella complicat NEC,
+0528,Chickenpox with unspecified complication,Varicella complicat NOS,
+0529,Varicella without mention of complication,Varicella uncomplicated,
+0530,Herpes zoster with meningitis,Herpes zoster meningitis,
+05310,Herpes zoster with unspecified nervous system complication,H zoster nerv syst NOS,
+05311,Geniculate herpes zoster,Geniculate herpes zoster,
+05312,Postherpetic trigeminal neuralgia,Postherpes trigem neural,
+05313,Postherpetic polyneuropathy,Postherpes polyneuropath,
+05314,Herpes zoster myelitis,Herpes zoster myelitis,
+05319,Herpes zoster with other nervous system complications,H zoster nerv syst NEC,
+05320,Herpes zoster dermatitis of eyelid,Herpes zoster of eyelid,
+05321,Herpes zoster keratoconjunctivitis,H zoster keratoconjunct,
+05322,Herpes zoster iridocyclitis,H zoster iridocyclitis,
+05329,Herpes zoster with other ophthalmic complications,Herpes zoster of eye NEC,
+05371,Otitis externa due to herpes zoster,H zoster otitis externa,
+05379,Herpes zoster with other specified complications,H zoster complicated NEC,
+0538,Herpes zoster with unspecified complication,H zoster complicated NOS,
+0539,Herpes zoster without mention of complication,Herpes zoster NOS,
+0540,Eczema herpeticum,Eczema herpeticum,
+05410,"Genital herpes, unspecified",Genital herpes NOS,
+05411,Herpetic vulvovaginitis,Herpetic vulvovaginitis,
+05412,Herpetic ulceration of vulva,Herpetic ulcer of vulva,
+05413,Herpetic infection of penis,Herpetic infect of penis,
+05419,Other genital herpes,Genital herpes NEC,
+0542,Herpetic gingivostomatitis,Herpetic gingivostomat,
+0543,Herpetic meningoencephalitis,Herpetic encephalitis,
+05440,Herpes simplex with unspecified ophthalmic complication,Herpes simplex eye NOS,
+05441,Herpes simplex dermatitis of eyelid,Herpes simplex of eyelid,
+05442,Dendritic keratitis,Dendritic keratitis,
+05443,Herpes simplex disciform keratitis,H simplex keratitis,
+05444,Herpes simplex iridocyclitis,H simplex iridocyclitis,
+05449,Herpes simplex with other ophthalmic complications,Herpes simplex eye NEC,
+0545,Herpetic septicemia,Herpetic septicemia,
+0546,Herpetic whitlow,Herpetic whitlow,
+05471,Visceral herpes simplex,Visceral herpes simplex,
+05472,Herpes simplex meningitis,H simplex meningitis,
+05473,Herpes simplex otitis externa,H simplex otitis externa,
+05474,Herpes simplex myelitis,Herpes simplex myelitis,
+05479,Herpes simplex with other specified complications,H simplex complicat NEC,
+0548,Herpes simplex with unspecified complication,H simplex complicat NOS,
+0549,Herpes simplex without mention of complication,Herpes simplex NOS,
+0550,Postmeasles encephalitis,Postmeasles encephalitis,
+0551,Postmeasles pneumonia,Postmeasles pneumonia,
+0552,Postmeasles otitis media,Postmeasles otitis media,
+05571,Measles keratoconjunctivitis,Measles keratitis,
+05579,Measles with other specified complications,Measles complication NEC,
+0558,Measles with unspecified complication,Measles complication NOS,
+0559,Measles without mention of complication,Measles uncomplicated,
+05600,Rubella with unspecified neurological complication,Rubella nerve compl NOS,
+05601,Encephalomyelitis due to rubella,Rubella encephalitis,
+05609,Rubella with other neurological complications,Rubella nerve compl NEC,
+05671,Arthritis due to rubella,Arthritis due to rubella,
+05679,Rubella with other specified complications,Rubella complication NEC,
+0568,Rubella with unspecified complications,Rubella complication NOS,
+0569,Rubella without mention of complication,Rubella uncomplicated,
+0570,Erythema infectiosum (fifth disease),Erythema infectiosum,
+0578,Other specified viral exanthemata,Viral exanthemata NEC,
+0579,"Viral exanthem, unspecified",Viral exanthemata NOS,
+05810,"Roseola infantum, unspecified",Roseola infantum NOS,
+05811,Roseola infantum due to human herpesvirus 6,Roseola infant d/t HHV-6,
+05812,Roseola infantum due to human herpesvirus 7,Roseola infant d/t HHV-7,
+05821,Human herpesvirus 6 encephalitis,Human herpesvir 6 enceph,
+05829,Other human herpesvirus encephalitis,Human herpesvr encph NEC,
+05881,Human herpesvirus 6 infection,Human herpesvirus 6 infc,
+05882,Human herpesvirus 7 infection,Human herpesvirus 7 infc,
+05889,Other human herpesvirus infection,Human herpesvirs inf NEC,
+05900,"Orthopoxvirus infection, unspecified",Orthopoxvirus infect NOS,
+05901,Monkeypox,Monkeypox,
+05909,Other orthopoxvirus infections,Orthopoxvirus infect NEC,
+05910,"Parapoxvirus infection, unspecified",Parapoxvirus infectn NOS,
+05911,Bovine stomatitis,Bovine stomatitis,
+05912,Sealpox,Sealpox,
+05919,Other parapoxvirus infections,Parapoxvirus infectn NEC,
+05920,"Yatapoxvirus infection, unspecified",Yatapoxvirus infectn NOS,
+05921,Tanapox,Tanapox,
+05922,Yaba monkey tumor virus,Yaba monkey tumor virus,
+0598,Other poxvirus infections,Poxvirus infections NEC,
+0599,"Poxvirus infections, unspecified",Poxvirus infection NOS,
+0600,Sylvatic yellow fever,Sylvatic yellow fever,
+0601,Urban yellow fever,Urban yellow fever,
+0609,"Yellow fever, unspecified",Yellow fever NOS,
+061,Dengue,Dengue,
+0620,Japanese encephalitis,Japanese encephalitis,
+0621,Western equine encephalitis,West equine encephalitis,
+0622,Eastern equine encephalitis,East equine encephalitis,
+0623,St. Louis encephalitis,St Louis encephalitis,
+0624,Australian encephalitis,Australian encephalitis,
+0625,California virus encephalitis,California encephalitis,
+0628,Other specified mosquito-borne viral encephalitis,Mosquit-borne enceph NEC,
+0629,"Mosquito-borne viral encephalitis, unspecified",Mosquit-borne enceph NOS,
+0630,Russian spring-summer [taiga] encephalitis,Russia spr-summer enceph,
+0631,Louping ill,Louping ill,
+0632,Central european encephalitis,Cent Europe encephalitis,
+0638,Other specified tick-borne viral encephalitis,Tick-borne enceph NEC,
+0639,"Tick-borne viral encephalitis, unspecified",Tick-borne enceph NOS,
+064,Viral encephalitis transmitted by other and unspecified arthropods,Vir enceph arthropod NEC,
+0650,Crimean hemorrhagic fever [CHF Congo virus],Crimean hemorrhagic fev,
+0651,Omsk hemorrhagic fever,Omsk hemorrhagic fever,
+0652,Kyasanur forest disease,Kyasanur forest disease,
+0653,Other tick-borne hemorrhagic fever,Tick-borne hem fever NEC,
+0654,Mosquito-borne hemorrhagic fever,Mosquito-borne hem fever,
+0658,Other specified arthropod-borne hemorrhagic fever,Arthropod hem fever NEC,
+0659,"Arthropod-borne hemorrhagic fever, unspecified",Arthropod hem fever NOS,
+0660,Phlebotomus fever,Phlebotomus fever,
+0661,Tick-borne fever,Tick-borne fever,
+0662,Venezuelan equine fever,Venezuelan equine fever,
+0663,Other mosquito-borne fever,Mosquito-borne fever NEC,
+06640,"West Nile Fever, unspecified",West Nile Fever NOS,
+06641,West Nile Fever with encephalitis,West Nile Fever w/enceph,
+06642,West Nile Fever with other neurologic manifestation,West Nile neuro man NEC,
+06649,West Nile Fever with other complications,West Nile w complic NEC,
+0668,Other specified arthropod-borne viral diseases,Arthropod virus NEC,
+0669,"Arthropod-borne viral disease, unspecified",Arthropod virus NOS,
+0700,Viral hepatitis A with hepatic coma,Hepatitis A with coma,
+0701,Viral hepatitis A without mention of hepatic coma,Hepatitis A w/o coma,
+07020,"Viral hepatitis B with hepatic coma, acute or unspecified, without mention of hepatitis delta",Hpt B acte coma wo dlta,
+07021,"Viral hepatitis B with hepatic coma, acute or unspecified, with hepatitis delta",Hpt B acte coma w dlta,
+07022,Chronic viral hepatitis B with hepatic coma without hepatitis delta,Hpt B chrn coma wo dlta,
+07023,Chronic viral hepatitis B with hepatic coma with hepatitis delta,Hpt B chrn coma w dlta,
+07030,"Viral hepatitis B without mention of hepatic coma, acute or unspecified, without mention of hepatitis delta",Hpt B acte wo cm wo dlta,
+07031,"Viral hepatitis B without mention of hepatic coma, acute or unspecified, with hepatitis delta",Hpt B acte wo cm w dlta,
+07032,Chronic viral hepatitis B without mention of hepatic coma without mention of hepatitis delta,Hpt B chrn wo cm wo dlta,
+07033,Chronic viral hepatitis B without mention of hepatic coma with hepatitis delta,Hpt B chrn wo cm w dlta,
+07041,Acute hepatitis C with hepatic coma,Hpt C acute w hepat Coma,
+07042,Hepatitis delta without mention of active hepatitis B disease with hepatic coma,Hpt dlt wo b w hpt coma,
+07043,Hepatitis E with hepatic coma,Hpt E w hepat Coma,
+07044,Chronic hepatitis C with hepatic coma,Chrnc hpt C w hepat Coma,
+07049,Other specified viral hepatitis with hepatic coma,Oth vrl hepat w hpt coma,
+07051,Acute hepatitis C without mention of hepatic coma,Hpt C acute wo hpat coma,
+07052,Hepatitis delta without mention of active hepatitis B disease or hepatic coma,Hpt dlt wo b wo hpt coma,
+07053,Hepatitis E without mention of hepatic coma,Hpt E wo hepat Coma,
+07054,Chronic hepatitis C without mention of hepatic coma,Chrnc hpt C wo hpat coma,
+07059,Other specified viral hepatitis without mention of hepatic coma,Oth vrl hpat wo hpt coma,
+0706,Unspecified viral hepatitis with hepatic coma,Viral hepat NOS w coma,
+07070,Unspecified viral hepatitis C without hepatic coma,Hpt C w/o hepat coma NOS,
+07071,Unspecified viral hepatitis C with hepatic coma,Hpt C w hepatic coma NOS,
+0709,Unspecified viral hepatitis without mention of hepatic coma,Viral hepat NOS w/o coma,
+071,Rabies,Rabies,
+0720,Mumps orchitis,Mumps orchitis,
+0721,Mumps meningitis,Mumps meningitis,
+0722,Mumps encephalitis,Mumps encephalitis,
+0723,Mumps pancreatitis,Mumps pancreatitis,
+07271,Mumps hepatitis,Mumps hepatitis,
+07272,Mumps polyneuropathy,Mumps polyneuropathy,
+07279,Other mumps with other specified complications,Mumps complication NEC,
+0728,Mumps with unspecified complication,Mumps complication NOS,
+0729,Mumps without mention of complication,Mumps uncomplicated,
+0730,Ornithosis with pneumonia,Ornithosis pneumonia,
+0737,Ornithosis with other specified complications,Ornithosis complicat NEC,
+0738,Ornithosis with unspecified complication,Ornithosis complicat NOS,
+0739,"Ornithosis, unspecified",Ornithosis NOS,
+0740,Herpangina,Herpangina,
+0741,Epidemic pleurodynia,Epidemic pleurodynia,
+07420,"Coxsackie carditis, unspecified",Coxsackie carditis NOS,
+07421,Coxsackie pericarditis,Coxsackie pericarditis,
+07422,Coxsackie endocarditis,Coxsackie endocarditis,
+07423,Coxsackie myocarditis,Coxsackie myocarditis,
+0743,"Hand, foot, and mouth disease","Hand, foot & mouth dis",
+0748,Other specified diseases due to Coxsackie virus,Coxsackie virus NEC,
+075,Infectious mononucleosis,Infectious mononucleosis,
+0760,"Trachoma, initial stage","Trachoma, initial stage",
+0761,"Trachoma, active stage","Trachoma, active stage",
+0769,"Trachoma, unspecified",Trachoma NOS,
+0770,Inclusion conjunctivitis,Inclusion conjunctivitis,
+0771,Epidemic keratoconjunctivitis,Epidem keratoconjunctiv,
+0772,Pharyngoconjunctival fever,Pharyngoconjunct fever,
+0773,Other adenoviral conjunctivitis,Adenoviral conjunct NEC,
+0774,Epidemic hemorrhagic conjunctivitis,Epidem hem conjunctivit,
+0778,Other viral conjunctivitis,Viral conjunctivitis NEC,
+07798,Unspecified diseases of conjunctiva due to chlamydiae,Unsp ds conjuc chlamydia,
+07799,Unspecified diseases of conjunctiva due to viruses,Unsp ds conjuc viruses,
+0780,Molluscum contagiosum,Molluscum contagiosum,
+07810,"Viral warts, unspecified",Viral warts NOS,
+07811,Condyloma acuminatum,Condyloma acuminatum,
+07812,Plantar wart,Plantar wart,
+07819,Other specified viral warts,Oth specfd viral warts,
+0782,Sweating fever,Sweating fever,
+0783,Cat-scratch disease,Cat-scratch disease,
+0784,Foot and mouth disease,Foot & mouth disease,
+0785,Cytomegaloviral disease,Cytomegaloviral disease,
+0786,Hemorrhagic nephrosonephritis,Hem nephrosonephritis,
+0787,Arenaviral hemorrhagic fever,Arenaviral hem fever,
+07881,Epidemic vertigo,Epidemic vertigo,
+07882,Epidemic vomiting syndrome,Epidemic vomiting synd,
+07888,Other specified diseases due to chlamydiae,Oth spec dis chlamydiae,
+07889,Other specified diseases due to viruses,Oth spec dis viruses,
+0790,Adenovirus infection in conditions classified elsewhere and of unspecified site,Adenovirus infect NOS,
+0791,Echo virus infection in conditions classified elsewhere and of unspecified site,Echo virus infect NOS,
+0792,Coxsackie virus infection in conditions classified elsewhere and of unspecified site,Coxsackie virus inf NOS,
+0793,Rhinovirus infection in conditions classified elsewhere and of unspecified site,Rhinovirus infect NOS,
+0794,Human papillomavirus in conditions classified elsewhere and of unspecified site,Human papillomavirus,
+07950,"Retrovirus, unspecified","Retrovirus, unspecified",
+07951,"Human T-cell lymphotrophic virus, type I [HTLV-I]",Htlv-1 infection oth dis,
+07952,"Human T-cell lymphotrophic virus, type II [HTLV-II]",Htlv-ii infectn oth dis,
+07953,"Human immunodeficiency virus, type 2 [HIV-2]",Hiv-2 infection oth dis,
+07959,Other specified retrovirus,Oth specfied retrovirus,
+0796,Respiratory syncytial virus (RSV),Resprtry syncytial virus,
+07981,Hantavirus infection,Hantavirus infection,
+07982,SARS-associated coronavirus,SARS assoc coronavirus,
+07983,Parvovirus B19,Parvovirus B19,
+07988,Other specified chlamydial infection,Oth spcf chlamydial infc,
+07989,Other specified viral infection,Oth specf viral infectn,
+07998,Unspecified chlamydial infection,Chlamydial infection NOS,
+07999,Unspecified viral infection,Viral infection NOS,
+080,Louse-borne (epidemic) typhus,Louse-borne typhus,
+0810,Murine (endemic) typhus,Murine typhus,
+0811,Brill's disease,Brill's disease,
+0812,Scrub typhus,Scrub typhus,
+0819,"Typhus, unspecified",Typhus NOS,
+0820,Spotted fevers,Spotted fevers,
+0821,Boutonneuse fever,Boutonneuse fever,
+0822,North Asian tick fever,North asian tick fever,
+0823,Queensland tick typhus,Queensland tick typhus,
+08240,"Ehrlichiosis, unspecified",Ehrlichiosis NOS,
+08241,Ehrlichiosis chafeensis [E. chafeensis],Ehrlichiosis chafeensis,
+08249,Other ehrlichiosis,Ehrlichiosis NEC,
+0828,Other specified tick-borne rickettsioses,Tick-borne ricketts NEC,
+0829,"Tick-borne rickettsiosis, unspecified",Tick-borne ricketts NOS,
+0830,Q fever,Q fever,
+0831,Trench fever,Trench fever,
+0832,Rickettsialpox,Rickettsialpox,
+0838,Other specified rickettsioses,Rickettsioses NEC,
+0839,"Rickettsiosis, unspecified",Rickettsiosis NOS,
+0840,Falciparum malaria [malignant tertian],Falciparum malaria,
+0841,Vivax malaria [benign tertian],Vivax malaria,
+0842,Quartan malaria,Quartan malaria,
+0843,Ovale malaria,Ovale malaria,
+0844,Other malaria,Malaria NEC,
+0845,Mixed malaria,Mixed malaria,
+0846,"Malaria, unspecified",Malaria NOS,
+0847,Induced malaria,Induced malaria,
+0848,Blackwater fever,Blackwater fever,
+0849,Other pernicious complications of malaria,Malaria complicated NEC,
+0850,Visceral [kala-azar] leishmaniasis,Visceral leishmaniasis,
+0851,"Cutaneous leishmaniasis, urban",Cutan leishmanias urban,
+0852,"Cutaneous leishmaniasis, Asian desert",Cutan leishmanias asian,
+0853,"Cutaneous leishmaniasis, Ethiopian",Cutan leishmanias ethiop,
+0854,"Cutaneous leishmaniasis, American",Cutan leishmanias amer,
+0855,"Mucocutaneous leishmaniasis, (American)",Mucocutan leishmaniasis,
+0859,"Leishmaniasis, unspecified",Leishmaniasis NOS,
+0860,Chagas' disease with heart involvement,Chagas disease of heart,
+0861,Chagas' disease with other organ involvement,Chagas dis of oth organ,
+0862,Chagas' disease without mention of organ involvement,Chagas disease NOS,
+0863,Gambian trypanosomiasis,Gambian trypanosomiasis,
+0864,Rhodesian trypanosomiasis,Rhodesian trypanosomias,
+0865,"African trypanosomiasis, unspecified",African trypanosoma NOS,
+0869,"Trypanosomiasis, unspecified",Trypanosomiasis NOS,
+0870,"Relapsing fever, louse-borne",Louse-borne relaps fever,
+0871,"Relapsing fever, tick-borne",Tick-borne relaps fever,
+0879,"Relapsing fever, unspecified",Relapsing fever NOS,
+0880,Bartonellosis,Bartonellosis,
+08881,Lyme Disease,Lyme disease,
+08882,Babesiosis,Babesiosis,
+08889,"Other specified arthropod-borne diseases, other",Oth arthropod-borne dis,
+0889,"Arthropod-borne disease, unspecified",Arthropod-borne dis NOS,
+0900,"Early congenital syphilis, symptomatic",Early cong syph symptom,
+0901,"Early congenital syphilis, latent",Early congen syph latent,
+0902,"Early congenital syphilis, unspecified",Early congen syph NOS,
+0903,Syphilitic interstitial keratitis,Syphilitic keratitis,
+09040,"Juvenile neurosyphilis, unspecified",Juvenile neurosyph NOS,
+09041,Congenital syphilitic encephalitis,Congen syph encephalitis,
+09042,Congenital syphilitic meningitis,Congen syph meningitis,
+09049,Other juvenile neurosyphilis,Juvenile neurosyph NEC,
+0905,"Other late congenital syphilis, symptomatic",Late congen syph symptom,
+0906,"Late congenital syphilis, latent",Late congen syph latent,
+0907,"Late congenital syphilis, unspecified",Late congen syph NOS,
+0909,"Congenital syphilis, unspecified",Congenital syphilis NOS,
+0910,Genital syphilis (primary),Primary genital syphilis,
+0911,Primary anal syphilis,Primary anal syphilis,
+0912,Other primary syphilis,Primary syphilis NEC,
+0913,Secondary syphilis of skin or mucous membranes,Secondary syph skin,
+0914,Adenopathy due to secondary syphilis,Syphilitic adenopathy,
+09150,"Syphilitic uveitis, unspecified",Syphilitic uveitis NOS,
+09151,Syphilitic chorioretinitis (secondary),Syphilit chorioretinitis,
+09152,Syphilitic iridocyclitis (secondary),Syphilitic iridocyclitis,
+09161,Secondary syphilitic periostitis,Syphilitic periostitis,
+09162,Secondary syphilitic hepatitis,Syphilitic hepatitis,
+09169,Secondary syphilis of other viscera,Second syph viscera NEC,
+0917,"Secondary syphilis, relapse",Second syphilis relapse,
+09181,Acute syphilitic meningitis (secondary),Acute syphil meningitis,
+09182,Syphilitic alopecia,Syphilitic alopecia,
+09189,Other forms of secondary syphilis,Secondary syphilis NEC,
+0919,Unspecified secondary syphilis,Secondary syphilis NOS,
+0920,"Early syphilis, latent, serological relapse after treatment",Early syph latent relaps,
+0929,"Early syphilis, latent, unspecified",Early syphil latent NOS,
+0930,"Aneurysm of aorta, specified as syphilitic","Aortic aneurysm, syphil",
+0931,Syphilitic aortitis,Syphilitic aortitis,
+09320,"Syphilitic endocarditis of valve, unspecified",Syphil endocarditis NOS,
+09321,Syphilitic endocarditis of mitral valve,Syphilitic mitral valve,
+09322,Syphilitic endocarditis of aortic valve,Syphilitic aortic valve,
+09323,Syphilitic endocarditis of tricuspid valve,Syphil tricuspid valve,
+09324,Syphilitic endocarditis of pulmonary valve,Syphil pulmonary valve,
+09381,Syphilitic pericarditis,Syphilitic pericarditis,
+09382,Syphilitic myocarditis,Syphilitic myocarditis,
+09389,Other specified cardiovascular syphilis,Cardiovascular syph NEC,
+0939,"Cardiovascular syphilis, unspecified",Cardiovascular syph NOS,
+0940,Tabes dorsalis,Tabes dorsalis,
+0941,General paresis,General paresis,
+0942,Syphilitic meningitis,Syphilitic meningitis,
+0943,Asymptomatic neurosyphilis,Asymptomat neurosyphilis,
+09481,Syphilitic encephalitis,Syphilitic encephalitis,
+09482,Syphilitic parkinsonism,Syphilitic parkinsonism,
+09483,Syphilitic disseminated retinochoroiditis,Syph dissem retinitis,
+09484,Syphilitic optic atrophy,Syphilitic optic atrophy,
+09485,Syphilitic retrobulbar neuritis,Syph retrobulb neuritis,
+09486,Syphilitic acoustic neuritis,Syphil acoustic neuritis,
+09487,Syphilitic ruptured cerebral aneurysm,Syph rupt cereb aneurysm,
+09489,Other specified neurosyphilis,Neurosyphilis NEC,
+0949,"Neurosyphilis, unspecified",Neurosyphilis NOS,
+0950,Syphilitic episcleritis,Syphilitic episcleritis,
+0951,Syphilis of lung,Syphilis of lung,
+0952,Syphilitic peritonitis,Syphilitic peritonitis,
+0953,Syphilis of liver,Syphilis of liver,
+0954,Syphilis of kidney,Syphilis of kidney,
+0955,Syphilis of bone,Syphilis of bone,
+0956,Syphilis of muscle,Syphilis of muscle,
+0957,"Syphilis of synovium, tendon, and bursa",Syphilis of tendon/bursa,
+0958,Other specified forms of late symptomatic syphilis,Late sympt syphilis NEC,
+0959,"Late symptomatic syphilis, unspecified",Late sympt syphilis NOS,
+096,"Late syphilis, latent",Late syphilis latent,
+0970,"Late syphilis, unspecified",Late syphilis NOS,
+0971,"Latent syphilis, unspecified",Latent syphilis NOS,
+0979,"Syphilis, unspecified",Syphilis NOS,
+0980,Gonococcal infection (acute) of lower genitourinary tract,Acute gc infect lower gu,
+09810,"Gonococcal infection (acute) of upper genitourinary tract, site unspecified",Gc (acute) upper gu NOS,
+09811,Gonococcal cystitis (acute),Gc cystitis (acute),
+09812,Gonococcal prostatitis (acute),Gc prostatitis (acute),
+09813,Gonococcal epididymo-orchitis (acute),Gc orchitis (acute),
+09814,Gonococcal seminal vesiculitis (acute),Gc sem vesiculit (acute),
+09815,Gonococcal cervicitis (acute),Gc cervicitis (acute),
+09816,Gonococcal endometritis (acute),Gc endometritis (acute),
+09817,"Gonococcal salpingitis, specified as acute",Acute gc salpingitis,
+09819,Other gonococcal infection (acute) of upper genitourinary tract,Gc (acute) upper gu NEC,
+0982,"Gonococcal infection, chronic, of lower genitourinary tract",Chr gc infect lower gu,
+09830,"Chronic gonococcal infection of upper genitourinary tract, site unspecified",Chr gc upper gu NOS,
+09831,"Gonococcal cystitis, chronic","Gc cystitis, chronic",
+09832,"Gonococcal prostatitis, chronic","Gc prostatitis, chronic",
+09833,"Gonococcal epididymo-orchitis, chronic","Gc orchitis, chronic",
+09834,"Gonococcal seminal vesiculitis, chronic","Gc sem vesiculitis, chr",
+09835,"Gonococcal cervicitis, chronic","Gc cervicitis, chronic",
+09836,"Gonococcal endometritis, chronic","Gc endometritis, chronic",
+09837,Gonococcal salpingitis (chronic),Gc salpingitis (chronic),
+09839,Other chronic gonococcal infection of upper genitourinary tract,Chr gc upper gu NEC,
+09840,Gonococcal conjunctivitis (neonatorum),Gonococcal conjunctivit,
+09841,Gonococcal iridocyclitis,Gonococcal iridocyclitis,
+09842,Gonococcal endophthalmia,Gonococcal endophthalmia,
+09843,Gonococcal keratitis,Gonococcal keratitis,
+09849,Other gonococcal infection of eye,Gonococcal eye NEC,
+09850,Gonococcal arthritis,Gonococcal arthritis,
+09851,Gonococcal synovitis and tenosynovitis,Gonococcal synovitis,
+09852,Gonococcal bursitis,Gonococcal bursitis,
+09853,Gonococcal spondylitis,Gonococcal spondylitis,
+09859,Other gonococcal infection of joint,Gc infect joint NEC,
+0986,Gonococcal infection of pharynx,Gonococcal infec pharynx,
+0987,Gonococcal infection of anus and rectum,Gc infect anus & rectum,
+09881,Gonococcal keratosis (blennorrhagica),Gonococcal keratosis,
+09882,Gonococcal meningitis,Gonococcal meningitis,
+09883,Gonococcal pericarditis,Gonococcal pericarditis,
+09884,Gonococcal endocarditis,Gonococcal endocarditis,
+09885,Other gonococcal heart disease,Gonococcal heart dis NEC,
+09886,Gonococcal peritonitis,Gonococcal peritonitis,
+09889,Gonococcal infection of other specified sites,Gonococcal inf site NEC,
+0990,Chancroid,Chancroid,
+0991,Lymphogranuloma venereum,Lymphogranuloma venereum,
+0992,Granuloma inguinale,Granuloma inguinale,
+0993,Reiter's disease,Reiter's disease,
+09940,"Other nongonococcal urethritis, unspecified",Unspcf nongnccl urethrts,
+09941,"Other nongonococcal urethritis, chlamydia trachomatis",Chlmyd trachomatis ureth,
+09949,"Other nongonococcal urethritis, other specified organism",Nongc urth oth spf orgsm,
+09950,"Other venereal diseases due to chlamydia trachomatis, unspecified site",Oth VD chlm trch unsp st,
+09951,"Other venereal diseases due to chlamydia trachomatis, pharynx",Oth VD chlm trch pharynx,
+09952,"Other venereal diseases due to chlamydia trachomatis, anus and rectum",Oth VD chlm trch ans rct,
+09953,"Other venereal diseases due to chlamydia trachomatis, lower genitourinary sites",Oth VD chlm trch lowr gu,
+09954,"Other venereal diseases due to chlamydia trachomatis, other genitourinary sites",Oth VD chlm trch oth gu,
+09955,"Other venereal diseases due to chlamydia trachomatis, unspecified genitourinary site",Ot VD chlm trch unspf gu,
+09956,"Other venereal diseases due to chlamydia trachomatis, peritoneum",Ot VD chlm trch prtoneum,
+09959,"Other venereal diseases due to chlamydia trachomatis, other specified site",Oth VD chlm trch spcf st,
+0998,Other specified venereal diseases,Venereal disease NEC,
+0999,"Venereal disease, unspecified",Venereal disease NOS,
+1000,Leptospirosis icterohemorrhagica,Leptospiros icterohem,
+10081,Leptospiral meningitis (aseptic),Leptospiral meningitis,
+10089,Other specified leptospiral infections,Leptospiral infect NEC,
+1009,"Leptospirosis, unspecified",Leptospirosis NOS,
+101,Vincent's angina,Vincent's angina,
+1020,Initial lesions of yaws,Initial lesions yaws,
+1021,Multiple papillomata due to yaws and wet crab yaws,Multiple papillomata,
+1022,Other early skin lesions of yaws,Early skin yaws NEC,
+1023,Hyperkeratosis due to yaws,Hyperkeratosis of yaws,
+1024,Gummata and ulcers due to yaws,"Gummata and ulcers, yaws",
+1025,Gangosa,Gangosa,
+1026,Bone and joint lesions due to yaws,Yaws of bone & joint,
+1027,Other manifestations of yaws,Yaws manifestations NEC,
+1028,Latent yaws,Latent yaws,
+1029,"Yaws, unspecified",Yaws NOS,
+1030,Primary lesions of pinta,Pinta primary lesions,
+1031,Intermediate lesions of pinta,Pinta intermed lesions,
+1032,Late lesions of pinta,Pinta late lesions,
+1033,Mixed lesions of pinta,Pinta mixed lesions,
+1039,"Pinta, unspecified",Pinta NOS,
+1040,Nonvenereal endemic syphilis,Nonvenereal endemic syph,
+1048,Other specified spirochetal infections,Spirochetal infect NEC,
+1049,"Spirochetal infection, unspecified",Spirochetal infect NOS,
+1100,Dermatophytosis of scalp and beard,Dermatophyt scalp/beard,
+1101,Dermatophytosis of nail,Dermatophytosis of nail,
+1102,Dermatophytosis of hand,Dermatophytosis of hand,
+1103,Dermatophytosis of groin and perianal area,Dermatophytosis of groin,
+1104,Dermatophytosis of foot,Dermatophytosis of foot,
+1105,Dermatophytosis of the body,Dermatophytosis of body,
+1106,Deep seated dermatophytosis,Deep dermatophytosis,
+1108,Dermatophytosis of other specified sites,Dermatophytosis site NEC,
+1109,Dermatophytosis of unspecified site,Dermatophytosis site NOS,
+1110,Pityriasis versicolor,Pityriasis versicolor,
+1111,Tinea nigra,Tinea nigra,
+1112,Tinea blanca,Tinea blanca,
+1113,Black piedra,Black piedra,
+1118,Other specified dermatomycoses,Dermatomycoses NEC,
+1119,"Dermatomycosis, unspecified",Dermatomycosis NOS,
+1120,Candidiasis of mouth,Thrush,
+1121,Candidiasis of vulva and vagina,Candidal vulvovaginitis,
+1122,Candidiasis of other urogenital sites,Candidias urogenital NEC,
+1123,Candidiasis of skin and nails,Cutaneous candidiasis,
+1124,Candidiasis of lung,Candidiasis of lung,
+1125,Disseminated candidiasis,Disseminated candidiasis,
+11281,Candidal endocarditis,Candidal endocarditis,
+11282,Candidal otitis externa,Candidal otitis externa,
+11283,Candidal meningitis,Candidal meningitis,
+11284,Candidal esophagitis,Candidal esophagitis,
+11285,Candidal enteritis,Candidal enteritis,
+11289,Other candidiasis of other specified sites,Candidiasis site NEC,
+1129,Candidiasis of unspecified site,Candidiasis site NOS,
+1140,Primary coccidioidomycosis (pulmonary),Primary coccidioidomycos,
+1141,Primary extrapulmonary coccidioidomycosis,Prim cutan coccidioid,
+1142,Coccidioidal meningitis,Coccidioidal meningitis,
+1143,Other forms of progressive coccidioidomycosis,Progress coccidioid NEC,
+1144,Chronic pulmonary coccidioidomycosis,Ch pl coccidioidomycosis,
+1145,"Pulmonary coccidioidomycosis, unspecified",Pl cocidioidomycosis NOS,
+1149,"Coccidioidomycosis, unspecified",Coccidioidomycosis NOS,
+11500,"Infection by Histoplasma capsulatum, without mention of manifestation",Histoplasma capsulat NOS,
+11501,"Infection by Histoplasma capsulatum, meningitis",Histoplasm capsul mening,
+11502,"Infection by Histoplasma capsulatum, retinitis",Histoplasm capsul retina,
+11503,"Infection by Histoplasma capsulatum, pericarditis",Histoplasm caps pericard,
+11504,"Infection by Histoplasma capsulatum, endocarditis",Histoplasm caps endocard,
+11505,"Infection by Histoplasma capsulatum, pneumonia",Histoplasm caps pneumon,
+11509,"Infection by Histoplasma capsulatum, other",Histoplasma capsulat NEC,
+11510,"Infection by Histoplasma duboisii, without mention of manifestation",Histoplasma duboisii NOS,
+11511,"Infection by Histoplasma duboisii, meningitis",Histoplasm dubois mening,
+11512,"Infection by Histoplasma duboisii, retinitis",Histoplasm dubois retina,
+11513,"Infection by Histoplasma duboisii, pericarditis",Histoplasm dub pericard,
+11514,"Infection by Histoplasma duboisii, endocarditis",Histoplasm dub endocard,
+11515,"Infection by Histoplasma duboisii, pneumonia",Histoplasm dub pneumonia,
+11519,"Infection by Histoplasma duboisii, other",Histoplasma duboisii NEC,
+11590,"Histoplasmosis, unspecified, without mention of manifestation",Histoplasmosis NOS,
+11591,"Histoplasmosis, unspecified, meningitis",Histoplasmosis meningit,
+11592,"Histoplasmosis, unspecified, retinitis",Histoplasmosis retinitis,
+11593,"Histoplasmosis, unspecified, pericarditis",Histoplasmosis pericard,
+11594,"Histoplasmosis, unspecified, endocarditis",Histoplasmosis endocard,
+11595,"Histoplasmosis, unspecified, pneumonia",Histoplasmosis pneumonia,
+11599,"Histoplasmosis, unspecified, other",Histoplasmosis NEC,
+1160,Blastomycosis,Blastomycosis,
+1161,Paracoccidioidomycosis,Paracoccidioidomycosis,
+1162,Lobomycosis,Lobomycosis,
+1170,Rhinosporidiosis,Rhinosporidiosis,
+1171,Sporotrichosis,Sporotrichosis,
+1172,Chromoblastomycosis,Chromoblastomycosis,
+1173,Aspergillosis,Aspergillosis,
+1174,Mycotic mycetomas,Mycotic mycetomas,
+1175,Cryptococcosis,Cryptococcosis,
+1176,Allescheriosis [Petriellidosis],Allescheriosis,
+1177,Zygomycosis [Phycomycosis or Mucormycosis],Zygomycosis,
+1178,Infection by dematiacious fungi [Phaehyphomycosis],Dematiacious fungi inf,
+1179,Other and unspecified mycoses,Mycoses NEC & NOS,
+118,Opportunistic mycoses,Opportunistic mycoses,
+1200,Schistosomiasis due to schistosoma haematobium,Schistosoma haematobium,
+1201,Schistosomiasis due to schistosoma mansoni,Schistosoma mansoni,
+1202,Schistosomiasis due to schistosoma japonicum,Schistosoma japonicum,
+1203,Cutaneous schistosomiasis,Cutaneous schistosoma,
+1208,Other specified schistosomiasis,Schistosomiasis NEC,
+1209,"Schistosomiasis, unspecified",Schistosomiasis NOS,
+1210,Opisthorchiasis,Opisthorchiasis,
+1211,Clonorchiasis,Clonorchiasis,
+1212,Paragonimiasis,Paragonimiasis,
+1213,Fascioliasis,Fascioliasis,
+1214,Fasciolopsiasis,Fasciolopsiasis,
+1215,Metagonimiasis,Metagonimiasis,
+1216,Heterophyiasis,Heterophyiasis,
+1218,Other specified trematode infections,Trematode infection NEC,
+1219,"Trematode infection, unspecified",Trematode infection NOS,
+1220,Echinococcus granulosus infection of liver,Echinococc granul liver,
+1221,Echinococcus granulosus infection of lung,Echinococc granul lung,
+1222,Echinococcus granulosus infection of thyroid,Echinococc gran thyroid,
+1223,"Echinococcus granulosus infection, other",Echinococc granul NEC,
+1224,"Echinococcus granulosus infection, unspecified",Echinococc granul NOS,
+1225,Echinococcus multilocularis infection of liver,Echinococ multiloc liver,
+1226,"Echinococcus multilocularis infection, other",Echinococc multiloc NEC,
+1227,"Echinococcus multilocularis infection, unspecified",Echinococc multiloc NOS,
+1228,"Echinococcosis, unspecified, of liver",Echinococcosis NOS liver,
+1229,"Echinococcosis, other and unspecified",Echinococcosis NEC/NOS,
+1230,"Taenia solium infection, intestinal form",Taenia solium intestine,
+1231,Cysticercosis,Cysticercosis,
+1232,Taenia saginata infection,Taenia saginata infect,
+1233,"Taeniasis, unspecified",Taeniasis NOS,
+1234,"Diphyllobothriasis, intestinal",Diphyllobothrias intest,
+1235,Sparganosis [larval diphyllobothriasis],Sparganosis,
+1236,Hymenolepiasis,Hymenolepiasis,
+1238,Other specified cestode infection,Cestode infection NEC,
+1239,"Cestode infection, unspecified",Cestode infection NOS,
+124,Trichinosis,Trichinosis,
+1250,Bancroftian filariasis,Bancroftian filariasis,
+1251,Malayan filariasis,Malayan filariasis,
+1252,Loiasis,Loiasis,
+1253,Onchocerciasis,Onchocerciasis,
+1254,Dipetalonemiasis,Dipetalonemiasis,
+1255,Mansonella ozzardi infection,Mansonella ozzardi infec,
+1256,Other specified filariasis,Filariasis NEC,
+1257,Dracontiasis,Dracontiasis,
+1259,Unspecified filariasis,Filariasis NOS,
+1260,Ancylostomiasis due to ancylostoma duodenale,Ancylostoma duodenale,
+1261,Necatoriasis due to necator americanus,Necator Americanus,
+1262,Ancylostomiasis due to ancylostoma braziliense,Ancylostoma braziliense,
+1263,Ancylostomiasis due to ancylostoma ceylanicum,Ancylostoma ceylanicum,
+1268,Other specified ancylostoma,Ancylostoma NEC,
+1269,"Ancylostomiasis and necatoriasis, unspecified",Ancylostomiasis NOS,
+1270,Ascariasis,Ascariasis,
+1271,Anisakiasis,Anisakiasis,
+1272,Strongyloidiasis,Strongyloidiasis,
+1273,Trichuriasis,Trichuriasis,
+1274,Enterobiasis,Enterobiasis,
+1275,Capillariasis,Capillariasis,
+1276,Trichostrongyliasis,Trichostrongyliasis,
+1277,Other specified intestinal helminthiasis,Intest helminthiasis NEC,
+1278,Mixed intestinal helminthiasis,Mixed intestine helminth,
+1279,"Intestinal helminthiasis, unspecified",Intest helminthiasis NOS,
+1280,Toxocariasis,Toxocariasis,
+1281,Gnathostomiasis,Gnathostomiasis,
+1288,Other specified helminthiasis,Helminthiasis NEC,
+1289,"Helminth infection, unspecified",Helminthiasis NOS,
+129,"Intestinal parasitism, unspecified",Intestin parasitism NOS,
+1300,Meningoencephalitis due to toxoplasmosis,Toxoplasm meningoenceph,
+1301,Conjunctivitis due to toxoplasmosis,Toxoplasm conjunctivitis,
+1302,Chorioretinitis due to toxoplasmosis,Toxoplasm chorioretinit,
+1303,Myocarditis due to toxoplasmosis,Toxoplasma myocarditis,
+1304,Pneumonitis due to toxoplasmosis,Toxoplasma pneumonitis,
+1305,Hepatitis due to toxoplasmosis,Toxoplasma hepatitis,
+1307,Toxoplasmosis of other specified sites,Toxoplasmosis site NEC,
+1308,Multisystemic disseminated toxoplasmosis,Multisystem toxoplasmos,
+1309,"Toxoplasmosis, unspecified",Toxoplasmosis NOS,
+13100,"Urogenital trichomoniasis, unspecified",Urogenital trichomon NOS,
+13101,Trichomonal vulvovaginitis,Trichomonal vaginitis,
+13102,Trichomonal urethritis,Trichomonal urethritis,
+13103,Trichomonal prostatitis,Trichomonal prostatitis,
+13109,Other urogenital trichomoniasis,Urogenital trichomon NEC,
+1318,Trichomoniasis of other specified sites,Trichomoniasis NEC,
+1319,"Trichomoniasis, unspecified",Trichomoniasis NOS,
+1320,Pediculus capitis [head louse],Pediculus capitis,
+1321,Pediculus corporis [body louse],Pediculus corporis,
+1322,Phthirus pubis [pubic louse],Phthirus pubis,
+1323,Mixed pediculosis infestation,Mixed pedicul & phthirus,
+1329,"Pediculosis, unspecified",Pediculosis NOS,
+1330,Scabies,Scabies,
+1338,Other acariasis,Acariasis NEC,
+1339,"Acariasis, unspecified",Acariasis NOS,
+1340,Myiasis,Myiasis,
+1341,Other arthropod infestation,Arthropod infest NEC,
+1342,Hirudiniasis,Hirudiniasis,
+1348,Other specified infestations,Infestation NEC,
+1349,"Infestation, unspecified",Infestation NOS,
+135,Sarcoidosis,Sarcoidosis,
+1360,Ainhum,Ainhum,
+1361,Behcet's syndrome,Behcet's syndrome,
+13621,Specific infection due to acanthamoeba,Infectn d/t acanthamoeba,
+13629,Other specific infections by free-living amebae,Infc free-liv amebae NEC,
+1363,Pneumocystosis,Pneumocystosis,
+1364,Psorospermiasis,Psorospermiasis,
+1365,Sarcosporidiosis,Sarcosporidiosis,
+1368,Other specified infectious and parasitic diseases,Infect/parasite dis NEC,
+1369,Unspecified infectious and parasitic diseases,Infect/parasite dis NOS,
+1370,Late effects of respiratory or unspecified tuberculosis,"Late effect tb, resp/NOS",
+1371,Late effects of central nervous system tuberculosis,Late effect cns TB,
+1372,Late effects of genitourinary tuberculosis,Late effect gu TB,
+1373,Late effects of tuberculosis of bones and joints,Late eff bone & joint TB,
+1374,Late effects of tuberculosis of other specified organs,Late effect TB NEC,
+138,Late effects of acute poliomyelitis,Late effect acute polio,
+1390,Late effects of viral encephalitis,Late eff viral encephal,
+1391,Late effects of trachoma,Late effect of trachoma,
+1398,Late effects of other and unspecified infectious and parasitic diseases,Late eff infect dis NEC,
+1400,"Malignant neoplasm of upper lip, vermilion border",Mal neo upper vermilion,
+1401,"Malignant neoplasm of lower lip, vermilion border",Mal neo lower vermilion,
+1403,"Malignant neoplasm of upper lip, inner aspect","Mal neo upper lip, inner",
+1404,"Malignant neoplasm of lower lip, inner aspect","Mal neo lower lip, inner",
+1405,"Malignant neoplasm of lip, unspecified, inner aspect","Mal neo lip, inner NOS",
+1406,Malignant neoplasm of commissure of lip,"Mal neo lip, commissure",
+1408,Malignant neoplasm of other sites of lip,Mal neo lip NEC,
+1409,"Malignant neoplasm of lip, unspecified, vermilion border",Mal neo lip/vermil NOS,
+1410,Malignant neoplasm of base of tongue,Mal neo tongue base,
+1411,Malignant neoplasm of dorsal surface of tongue,Mal neo dorsal tongue,
+1412,Malignant neoplasm of tip and lateral border of tongue,Mal neo tip/lat tongue,
+1413,Malignant neoplasm of ventral surface of tongue,Mal neo ventral tongue,
+1414,"Malignant neoplasm of anterior two-thirds of tongue, part unspecified",Mal neo ant 2/3 tongue,
+1415,Malignant neoplasm of junctional zone of tongue,Mal neo tongue junction,
+1416,Malignant neoplasm of lingual tonsil,Mal neo lingual tonsil,
+1418,Malignant neoplasm of other sites of tongue,Malig neo tongue NEC,
+1419,"Malignant neoplasm of tongue, unspecified",Malig neo tongue NOS,
+1420,Malignant neoplasm of parotid gland,Malig neo parotid,
+1421,Malignant neoplasm of submandibular gland,Malig neo submandibular,
+1422,Malignant neoplasm of sublingual gland,Malig neo sublingual,
+1428,Malignant neoplasm of other major salivary glands,Mal neo maj salivary NEC,
+1429,"Malignant neoplasm of salivary gland, unspecified",Mal neo salivary NOS,
+1430,Malignant neoplasm of upper gum,Malig neo upper gum,
+1431,Malignant neoplasm of lower gum,Malig neo lower gum,
+1438,Malignant neoplasm of other sites of gum,Malig neo gum NEC,
+1439,"Malignant neoplasm of gum, unspecified",Malig neo gum NOS,
+1440,Malignant neoplasm of anterior portion of floor of mouth,Mal neo ant floor mouth,
+1441,Malignant neoplasm of lateral portion of floor of mouth,Mal neo lat floor mouth,
+1448,Malignant neoplasm of other sites of floor of mouth,Mal neo mouth floor NEC,
+1449,"Malignant neoplasm of floor of mouth, part unspecified",Mal neo mouth floor NOS,
+1450,Malignant neoplasm of cheek mucosa,Mal neo cheek mucosa,
+1451,Malignant neoplasm of vestibule of mouth,Mal neo mouth vestibule,
+1452,Malignant neoplasm of hard palate,Malig neo hard palate,
+1453,Malignant neoplasm of soft palate,Malig neo soft palate,
+1454,Malignant neoplasm of uvula,Malignant neoplasm uvula,
+1455,"Malignant neoplasm of palate, unspecified",Malignant neo palate NOS,
+1456,Malignant neoplasm of retromolar area,Malig neo retromolar,
+1458,Malignant neoplasm of other specified parts of mouth,Malig neoplasm mouth NEC,
+1459,"Malignant neoplasm of mouth, unspecified",Malig neoplasm mouth NOS,
+1460,Malignant neoplasm of tonsil,Malignant neopl tonsil,
+1461,Malignant neoplasm of tonsillar fossa,Mal neo tonsillar fossa,
+1462,Malignant neoplasm of tonsillar pillars (anterior) (posterior),Mal neo tonsil pillars,
+1463,Malignant neoplasm of vallecula epiglottica,Malign neopl vallecula,
+1464,Malignant neoplasm of anterior aspect of epiglottis,Mal neo ant epiglottis,
+1465,Malignant neoplasm of junctional region of oropharynx,Mal neo epiglottis junct,
+1466,Malignant neoplasm of lateral wall of oropharynx,Mal neo lat oropharynx,
+1467,Malignant neoplasm of posterior wall of oropharynx,Mal neo post oropharynx,
+1468,Malignant neoplasm of other specified sites of oropharynx,Mal neo oropharynx NEC,
+1469,"Malignant neoplasm of oropharynx, unspecified site",Malig neo oropharynx NOS,
+1470,Malignant neoplasm of superior wall of nasopharynx,Mal neo super nasopharyn,
+1471,Malignant neoplasm of posterior wall of nasopharynx,Mal neo post nasopharynx,
+1472,Malignant neoplasm of lateral wall of nasopharynx,Mal neo lat nasopharynx,
+1473,Malignant neoplasm of anterior wall of nasopharynx,Mal neo ant nasopharynx,
+1478,Malignant neoplasm of other specified sites of nasopharynx,Mal neo nasopharynx NEC,
+1479,"Malignant neoplasm of nasopharynx, unspecified site",Mal neo nasopharynx NOS,
+1480,Malignant neoplasm of postcricoid region of hypopharynx,Mal neo postcricoid,
+1481,Malignant neoplasm of pyriform sinus,Mal neo pyriform sinus,
+1482,"Malignant neoplasm of aryepiglottic fold, hypopharyngeal aspect",Mal neo aryepiglott fold,
+1483,Malignant neoplasm of posterior hypopharyngeal wall,Mal neo post hypopharynx,
+1488,Malignant neoplasm of other specified sites of hypopharynx,Mal neo hypopharynx NEC,
+1489,"Malignant neoplasm of hypopharynx, unspecified site",Mal neo hypopharynx NOS,
+1490,"Malignant neoplasm of pharynx, unspecified",Mal neo pharynx NOS,
+1491,Malignant neoplasm of waldeyer's ring,Mal neo waldeyer's ring,
+1498,Malignant neoplasm of other sites within the lip and oral cavity,Mal neo oral/pharynx NEC,
+1499,Malignant neoplasm of ill-defined sites within the lip and oral cavity,Mal neo orophryn ill-def,
+1500,Malignant neoplasm of cervical esophagus,Mal neo cervical esophag,
+1501,Malignant neoplasm of thoracic esophagus,Mal neo thoracic esophag,
+1502,Malignant neoplasm of abdominal esophagus,Mal neo abdomin esophag,
+1503,Malignant neoplasm of upper third of esophagus,Mal neo upper 3rd esoph,
+1504,Malignant neoplasm of middle third of esophagus,Mal neo middle 3rd esoph,
+1505,Malignant neoplasm of lower third of esophagus,Mal neo lower 3rd esoph,
+1508,Malignant neoplasm of other specified part of esophagus,Mal neo esophagus NEC,
+1509,"Malignant neoplasm of esophagus, unspecified site",Mal neo esophagus NOS,
+1510,Malignant neoplasm of cardia,Mal neo stomach cardia,
+1511,Malignant neoplasm of pylorus,Malignant neo pylorus,
+1512,Malignant neoplasm of pyloric antrum,Mal neo pyloric antrum,
+1513,Malignant neoplasm of fundus of stomach,Mal neo stomach fundus,
+1514,Malignant neoplasm of body of stomach,Mal neo stomach body,
+1515,"Malignant neoplasm of lesser curvature of stomach, unspecified",Mal neo stom lesser curv,
+1516,"Malignant neoplasm of greater curvature of stomach, unspecified",Mal neo stom great curv,
+1518,Malignant neoplasm of other specified sites of stomach,Malig neopl stomach NEC,
+1519,"Malignant neoplasm of stomach, unspecified site",Malig neopl stomach NOS,
+1520,Malignant neoplasm of duodenum,Malignant neopl duodenum,
+1521,Malignant neoplasm of jejunum,Malignant neopl jejunum,
+1522,Malignant neoplasm of ileum,Malignant neoplasm ileum,
+1523,Malignant neoplasm of Meckel's diverticulum,Mal neo meckel's divert,
+1528,Malignant neoplasm of other specified sites of small intestine,Mal neo small bowel NEC,
+1529,"Malignant neoplasm of small intestine, unspecified site",Mal neo small bowel NOS,
+1530,Malignant neoplasm of hepatic flexure,Mal neo hepatic flexure,
+1531,Malignant neoplasm of transverse colon,Mal neo transverse colon,
+1532,Malignant neoplasm of descending colon,Mal neo descend colon,
+1533,Malignant neoplasm of sigmoid colon,Mal neo sigmoid colon,
+1534,Malignant neoplasm of cecum,Malignant neoplasm cecum,
+1535,Malignant neoplasm of appendix vermiformis,Malignant neo appendix,
+1536,Malignant neoplasm of ascending colon,Malig neo ascend colon,
+1537,Malignant neoplasm of splenic flexure,Mal neo splenic flexure,
+1538,Malignant neoplasm of other specified sites of large intestine,Malignant neo colon NEC,
+1539,"Malignant neoplasm of colon, unspecified site",Malignant neo colon NOS,
+1540,Malignant neoplasm of rectosigmoid junction,Mal neo rectosigmoid jct,
+1541,Malignant neoplasm of rectum,Malignant neopl rectum,
+1542,Malignant neoplasm of anal canal,Malig neopl anal canal,
+1543,"Malignant neoplasm of anus, unspecified site",Malignant neo anus NOS,
+1548,"Malignant neoplasm of other sites of rectum, rectosigmoid junction, and anus",Mal neo rectum/anus NEC,
+1550,"Malignant neoplasm of liver, primary","Mal neo liver, primary",
+1551,Malignant neoplasm of intrahepatic bile ducts,Mal neo intrahepat ducts,
+1552,"Malignant neoplasm of liver, not specified as primary or secondary",Malignant neo liver NOS,
+1560,Malignant neoplasm of gallbladder,Malig neo gallbladder,
+1561,Malignant neoplasm of extrahepatic bile ducts,Mal neo extrahepat ducts,
+1562,Malignant neoplasm of ampulla of vater,Mal neo ampulla of vater,
+1568,Malignant neoplasm of other specified sites of gallbladder and extrahepatic bile ducts,Malig neo biliary NEC,
+1569,"Malignant neoplasm of biliary tract, part unspecified site",Malig neo biliary NOS,
+1570,Malignant neoplasm of head of pancreas,Mal neo pancreas head,
+1571,Malignant neoplasm of body of pancreas,Mal neo pancreas body,
+1572,Malignant neoplasm of tail of pancreas,Mal neo pancreas tail,
+1573,Malignant neoplasm of pancreatic duct,Mal neo pancreatic duct,
+1574,Malignant neoplasm of islets of langerhans,Mal neo islet langerhans,
+1578,Malignant neoplasm of other specified sites of pancreas,Malig neo pancreas NEC,
+1579,"Malignant neoplasm of pancreas, part unspecified",Malig neo pancreas NOS,
+1580,Malignant neoplasm of retroperitoneum,Mal neo retroperitoneum,
+1588,Malignant neoplasm of specified parts of peritoneum,Mal neo peritoneum NEC,
+1589,"Malignant neoplasm of peritoneum, unspecified",Mal neo peritoneum NOS,
+1590,"Malignant neoplasm of intestinal tract, part unspecified",Malig neo intestine NOS,
+1591,"Malignant neoplasm of spleen, not elsewhere classified",Malignant neo spleen NEC,
+1598,Malignant neoplasm of other sites of digestive system and intra-abdominal organs,Mal neo gi/intra-abd NEC,
+1599,Malignant neoplasm of ill-defined sites within the digestive organs and peritoneum,Mal neo GI tract ill-def,
+1600,Malignant neoplasm of nasal cavities,Mal neo nasal cavities,
+1601,"Malignant neoplasm of auditory tube, middle ear, and mastoid air cells",Malig neo middle ear,
+1602,Malignant neoplasm of maxillary sinus,Mal neo maxillary sinus,
+1603,Malignant neoplasm of ethmoidal sinus,Mal neo ethmoidal sinus,
+1604,Malignant neoplasm of frontal sinus,Malig neo frontal sinus,
+1605,Malignant neoplasm of sphenoidal sinus,Mal neo sphenoid sinus,
+1608,Malignant neoplasm of other accessory sinuses,Mal neo access sinus NEC,
+1609,"Malignant neoplasm of accessory sinus, unspecified",Mal neo access sinus NOS,
+1610,Malignant neoplasm of glottis,Malignant neo glottis,
+1611,Malignant neoplasm of supraglottis,Malig neo supraglottis,
+1612,Malignant neoplasm of subglottis,Malig neo subglottis,
+1613,Malignant neoplasm of laryngeal cartilages,Mal neo cartilage larynx,
+1618,Malignant neoplasm of other specified sites of larynx,Malignant neo larynx NEC,
+1619,"Malignant neoplasm of larynx, unspecified",Malignant neo larynx NOS,
+1620,Malignant neoplasm of trachea,Malignant neo trachea,
+1622,Malignant neoplasm of main bronchus,Malig neo main bronchus,
+1623,"Malignant neoplasm of upper lobe, bronchus or lung",Mal neo upper lobe lung,
+1624,"Malignant neoplasm of middle lobe, bronchus or lung",Mal neo middle lobe lung,
+1625,"Malignant neoplasm of lower lobe, bronchus or lung",Mal neo lower lobe lung,
+1628,Malignant neoplasm of other parts of bronchus or lung,Mal neo bronch/lung NEC,
+1629,"Malignant neoplasm of bronchus and lung, unspecified",Mal neo bronch/lung NOS,
+1630,Malignant neoplasm of parietal pleura,Mal neo parietal pleura,
+1631,Malignant neoplasm of visceral pleura,Mal neo visceral pleura,
+1638,Malignant neoplasm of other specified sites of pleura,Malig neopl pleura NEC,
+1639,"Malignant neoplasm of pleura, unspecified",Malig neopl pleura NOS,
+1640,Malignant neoplasm of thymus,Malignant neopl thymus,
+1641,Malignant neoplasm of heart,Malignant neopl heart,
+1642,Malignant neoplasm of anterior mediastinum,Mal neo ant mediastinum,
+1643,Malignant neoplasm of posterior mediastinum,Mal neo post mediastinum,
+1648,Malignant neoplasm of other parts of mediastinum,Mal neo mediastinum NEC,
+1649,"Malignant neoplasm of mediastinum, part unspecified",Mal neo mediastinum NOS,
+1650,"Malignant neoplasm of upper respiratory tract, part unspecified",Mal neo upper resp NOS,
+1658,Malignant neoplasm of other sites within the respiratory system and intrathoracic organs,Mal neo thorax/resp NEC,
+1659,Malignant neoplasm of ill-defined sites within the respiratory system,Mal neo resp system NOS,
+1700,"Malignant neoplasm of bones of skull and face, except mandible",Mal neo skull/face bone,
+1701,Malignant neoplasm of mandible,Malignant neo mandible,
+1702,"Malignant neoplasm of vertebral column, excluding sacrum and coccyx",Malig neo vertebrae,
+1703,"Malignant neoplasm of ribs, sternum, and clavicle",Mal neo ribs/stern/clav,
+1704,Malignant neoplasm of scapula and long bones of upper limb,Mal neo long bones arm,
+1705,Malignant neoplasm of short bones of upper limb,Mal neo bones wrist/hand,
+1706,"Malignant neoplasm of pelvic bones, sacrum, and coccyx",Mal neo pelvic girdle,
+1707,Malignant neoplasm of long bones of lower limb,Mal neo long bones leg,
+1708,Malignant neoplasm of short bones of lower limb,Mal neo bones ankle/foot,
+1709,"Malignant neoplasm of bone and articular cartilage, site unspecified",Malig neopl bone NOS,
+1710,"Malignant neoplasm of connective and other soft tissue of head, face, and neck",Mal neo soft tissue head,
+1712,"Malignant neoplasm of connective and other soft tissue of upper limb, including shoulder",Mal neo soft tissue arm,
+1713,"Malignant neoplasm of connective and other soft tissue of lower limb, including hip",Mal neo soft tissue leg,
+1714,Malignant neoplasm of connective and other soft tissue of thorax,Mal neo soft tis thorax,
+1715,Malignant neoplasm of connective and other soft tissue of abdomen,Mal neo soft tis abdomen,
+1716,Malignant neoplasm of connective and other soft tissue of pelvis,Mal neo soft tis pelvis,
+1717,"Malignant neoplasm of connective and other soft tissue of trunk, unspecified",Mal neopl trunk NOS,
+1718,Malignant neoplasm of other specified sites of connective and other soft tissue,Mal neo soft tissue NEC,
+1719,"Malignant neoplasm of connective and other soft tissue, site unspecified",Mal neo soft tissue NOS,
+1720,Malignant melanoma of skin of lip,Malig melanoma lip,
+1721,"Malignant melanoma of skin of eyelid, including canthus",Malig melanoma eyelid,
+1722,Malignant melanoma of skin of ear and external auditory canal,Malig melanoma ear,
+1723,Malignant melanoma of skin of other and unspecified parts of face,Mal melanom face NEC/NOS,
+1724,Malignant melanoma of skin of scalp and neck,Mal melanoma scalp/neck,
+1725,"Malignant melanoma of skin of trunk, except scrotum",Malig melanoma trunk,
+1726,"Malignant melanoma of skin of upper limb, including shoulder",Malig melanoma arm,
+1727,"Malignant melanoma of skin of lower limb, including hip",Malig melanoma leg,
+1728,Malignant melanoma of other specified sites of skin,Malig melanoma skin NEC,
+1729,"Melanoma of skin, site unspecified",Malig melanoma skin NOS,
+17300,Unspecified malignant neoplasm of skin of lip,Malig neopl skin lip NOS,
+17301,Basal cell carcinoma of skin of lip,Basal cell ca skin lip,
+17302,Squamous cell carcinoma of skin of lip,Squamous cell ca skn lip,
+17309,Other specified malignant neoplasm of skin of lip,Malig neo skin lip NEC,
+17310,"Unspecified malignant neoplasm of eyelid, including canthus",Mal neo eyelid/canth NOS,
+17311,"Basal cell carcinoma of eyelid, including canthus",Basal cell ca lid/canth,
+17312,"Squamous cell carcinoma of eyelid, including canthus",Squam cell ca lid/canth,
+17319,"Other specified malignant neoplasm of eyelid, including canthus",Mal neo eyelid/canth NEC,
+17320,Unspecified malignant neoplasm of skin of ear and external auditory canal,Malig neo skin ear NOS,
+17321,Basal cell carcinoma of skin of ear and external auditory canal,Basal cell ca skin ear,
+17322,Squamous cell carcinoma of skin of ear and external auditory canal,Squam cell ca skin ear,
+17329,Other specified malignant neoplasm of skin of ear and external auditory canal,Neo skin ear/ex canl NEC,
+17330,Unspecified malignant neoplasm of skin of other and unspecified parts of face,Mal neo skn face NEC/NOS,
+17331,Basal cell carcinoma of skin of other and unspecified parts of face,Bsl cel skn face NEC/NOS,
+17332,Squamous cell carcinoma of skin of other and unspecified parts of face,Sqm cel skn face NEC/NOS,
+17339,Other specified malignant neoplasm of skin of other and unspecified parts of face,Mal neo skn face NEC/NOS,
+17340,Unspecified malignant neoplasm of scalp and skin of neck,Mal neo sclp/skn nck NOS,
+17341,Basal cell carcinoma of scalp and skin of neck,Bsl cell ca scalp/skn nk,
+17342,Squamous cell carcinoma of scalp and skin of neck,Sqam cell ca sclp/skn nk,
+17349,Other specified malignant neoplasm of scalp and skin of neck,Mal neo sclp/skn nck NEC,
+17350,"Unspecified malignant neoplasm of skin of trunk, except scrotum",Malig neo skin trunk NOS,
+17351,"Basal cell carcinoma of skin of trunk, except scrotum",Basal cell ca skin trunk,
+17352,"Squamous cell carcinoma of skin of trunk, except scrotum",Squam cell ca skin trunk,
+17359,"Other specified malignant neoplasm of skin of trunk, except scrotum",Malig neo skin trunk NEC,
+17360,"Unspecified malignant neoplasm of skin of upper limb, including shoulder",Mal neo skin up limb NOS,
+17361,"Basal cell carcinoma of skin of upper limb, including shoulder",Basal cell ca skn up lmb,
+17362,"Squamous cell carcinoma of skin of upper limb, including shoulder",Squam cell ca skn up lmb,
+17369,"Other specified malignant neoplasm of skin of upper limb, including shoulder",Malig neo skn up lmb NEC,
+17370,"Unspecified malignant neoplasm of skin of lower limb, including hip",Mal neo skn low limb NOS,
+17371,"Basal cell carcinoma of skin of lower limb, including hip",Basl cell ca skn low lmb,
+17372,"Squamous cell carcinoma of skin of lower limb, including hip",Sqam cell ca skn low lmb,
+17379,"Other specified malignant neoplasm of skin of lower limb, including hip",Mal neo skin low lmb NEC,
+17380,Unspecified malignant neoplasm of other specified sites of skin,Mal neo skn site NEC/NOS,
+17381,Basal cell carcinoma of other specified sites of skin,Bsl cell ca skn site NEC,
+17382,Squamous cell carcinoma of other specified sites of skin,Sqm cell ca skn site NEC,
+17389,Other specified malignant neoplasm of other specified sites of skin,Oth mal neo skn site NEC,
+17390,"Unspecified malignant neoplasm of skin, site unspecified",Malig neo skin site NOS,
+17391,"Basal cell carcinoma of skin, site unspecified",Basal cell ca skin NOS,
+17392,"Squamous cell carcinoma of skin, site unspecified",Squam cell ca skin NOS,
+17399,"Other specified malignant neoplasm of skin, site unspecified",Oth mal neo skn site NOS,
+1740,Malignant neoplasm of nipple and areola of female breast,Malig neo nipple,
+1741,Malignant neoplasm of central portion of female breast,Mal neo breast-central,
+1742,Malignant neoplasm of upper-inner quadrant of female breast,Mal neo breast up-inner,
+1743,Malignant neoplasm of lower-inner quadrant of female breast,Mal neo breast low-inner,
+1744,Malignant neoplasm of upper-outer quadrant of female breast,Mal neo breast up-outer,
+1745,Malignant neoplasm of lower-outer quadrant of female breast,Mal neo breast low-outer,
+1746,Malignant neoplasm of axillary tail of female breast,Mal neo breast-axillary,
+1748,Malignant neoplasm of other specified sites of female breast,Malign neopl breast NEC,
+1749,"Malignant neoplasm of breast (female), unspecified",Malign neopl breast NOS,
+1750,Malignant neoplasm of nipple and areola of male breast,Mal neo male nipple,
+1759,Malignant neoplasm of other and unspecified sites of male breast,Mal neo male breast NEC,
+1760,"Kaposi's sarcoma, skin",Skin - kaposi's sarcoma,
+1761,"Kaposi's sarcoma, soft tissue",Sft tisue - kpsi's srcma,
+1762,"Kaposi's sarcoma, palate",Palate - kpsi's sarcoma,
+1763,"Kaposi's sarcoma, gastrointestinal sites",GI sites - kpsi's srcoma,
+1764,"Kaposi's sarcoma, lung",Lung - kaposi's sarcoma,
+1765,"Kaposi's sarcoma, lymph nodes",Lym nds - kpsi's sarcoma,
+1768,"Kaposi's sarcoma, other specified sites",Spf sts - kpsi's sarcoma,
+1769,"Kaposi's sarcoma, unspecified site",Kaposi's sarcoma NOS,
+179,"Malignant neoplasm of uterus, part unspecified",Malig neopl uterus NOS,
+1800,Malignant neoplasm of endocervix,Malig neo endocervix,
+1801,Malignant neoplasm of exocervix,Malig neo exocervix,
+1808,Malignant neoplasm of other specified sites of cervix,Malig neo cervix NEC,
+1809,"Malignant neoplasm of cervix uteri, unspecified site",Mal neo cervix uteri NOS,
+181,Malignant neoplasm of placenta,Malignant neopl placenta,
+1820,"Malignant neoplasm of corpus uteri, except isthmus",Malig neo corpus uteri,
+1821,Malignant neoplasm of isthmus,Mal neo uterine isthmus,
+1828,Malignant neoplasm of other specified sites of body of uterus,Mal neo body uterus NEC,
+1830,Malignant neoplasm of ovary,Malign neopl ovary,
+1832,Malignant neoplasm of fallopian tube,Mal neo fallopian tube,
+1833,Malignant neoplasm of broad ligament of uterus,Mal neo broad ligament,
+1834,Malignant neoplasm of parametrium,Malig neo parametrium,
+1835,Malignant neoplasm of round ligament of uterus,Mal neo round ligament,
+1838,Malignant neoplasm of other specified sites of uterine adnexa,Mal neo adnexa NEC,
+1839,"Malignant neoplasm of uterine adnexa, unspecified site",Mal neo adnexa NOS,
+1840,Malignant neoplasm of vagina,Malign neopl vagina,
+1841,Malignant neoplasm of labia majora,Mal neo labia majora,
+1842,Malignant neoplasm of labia minora,Mal neo labia minora,
+1843,Malignant neoplasm of clitoris,Malign neopl clitoris,
+1844,"Malignant neoplasm of vulva, unspecified site",Malign neopl vulva NOS,
+1848,Malignant neoplasm of other specified sites of female genital organs,Mal neo female genit NEC,
+1849,"Malignant neoplasm of female genital organ, site unspecified",Mal neo female genit NOS,
+185,Malignant neoplasm of prostate,Malign neopl prostate,
+1860,Malignant neoplasm of undescended testis,Mal neo undescend testis,
+1869,Malignant neoplasm of other and unspecified testis,Malig neo testis NEC,
+1871,Malignant neoplasm of prepuce,Malign neopl prepuce,
+1872,Malignant neoplasm of glans penis,Malig neo glans penis,
+1873,Malignant neoplasm of body of penis,Malig neo penis body,
+1874,"Malignant neoplasm of penis, part unspecified",Malig neo penis NOS,
+1875,Malignant neoplasm of epididymis,Malig neo epididymis,
+1876,Malignant neoplasm of spermatic cord,Mal neo spermatic cord,
+1877,Malignant neoplasm of scrotum,Malign neopl scrotum,
+1878,Malignant neoplasm of other specified sites of male genital organs,Mal neo male genital NEC,
+1879,"Malignant neoplasm of male genital organ, site unspecified",Mal neo male genital NOS,
+1880,Malignant neoplasm of trigone of urinary bladder,Mal neo bladder-trigone,
+1881,Malignant neoplasm of dome of urinary bladder,Mal neo bladder-dome,
+1882,Malignant neoplasm of lateral wall of urinary bladder,Mal neo bladder-lateral,
+1883,Malignant neoplasm of anterior wall of urinary bladder,Mal neo bladder-anterior,
+1884,Malignant neoplasm of posterior wall of urinary bladder,Mal neo bladder-post,
+1885,Malignant neoplasm of bladder neck,Mal neo bladder neck,
+1886,Malignant neoplasm of ureteric orifice,Mal neo ureteric orifice,
+1887,Malignant neoplasm of urachus,Malig neo urachus,
+1888,Malignant neoplasm of other specified sites of bladder,Malig neo bladder NEC,
+1889,"Malignant neoplasm of bladder, part unspecified",Malig neo bladder NOS,
+1890,"Malignant neoplasm of kidney, except pelvis",Malig neopl kidney,
+1891,Malignant neoplasm of renal pelvis,Malig neo renal pelvis,
+1892,Malignant neoplasm of ureter,Malign neopl ureter,
+1893,Malignant neoplasm of urethra,Malign neopl urethra,
+1894,Malignant neoplasm of paraurethral glands,Mal neo paraurethral,
+1898,Malignant neoplasm of other specified sites of urinary organs,Mal neo urinary NEC,
+1899,"Malignant neoplasm of urinary organ, site unspecified",Mal neo urinary NOS,
+1900,"Malignant neoplasm of eyeball, except conjunctiva, cornea, retina, and choroid",Malign neopl eyeball,
+1901,Malignant neoplasm of orbit,Malign neopl orbit,
+1902,Malignant neoplasm of lacrimal gland,Mal neo lacrimal gland,
+1903,Malignant neoplasm of conjunctiva,Mal neo conjunctiva,
+1904,Malignant neoplasm of cornea,Malign neopl cornea,
+1905,Malignant neoplasm of retina,Malign neopl retina,
+1906,Malignant neoplasm of choroid,Malign neopl choroid,
+1907,Malignant neoplasm of lacrimal duct,Mal neo lacrimal duct,
+1908,Malignant neoplasm of other specified sites of eye,Malign neopl eye NEC,
+1909,"Malignant neoplasm of eye, part unspecified",Malign neopl eye NOS,
+1910,"Malignant neoplasm of cerebrum, except lobes and ventricles",Malign neopl cerebrum,
+1911,Malignant neoplasm of frontal lobe,Malig neo frontal lobe,
+1912,Malignant neoplasm of temporal lobe,Mal neo temporal lobe,
+1913,Malignant neoplasm of parietal lobe,Mal neo parietal lobe,
+1914,Malignant neoplasm of occipital lobe,Mal neo occipital lobe,
+1915,Malignant neoplasm of ventricles,Mal neo cereb ventricle,
+1916,Malignant neoplasm of cerebellum nos,Mal neo cerebellum NOS,
+1917,Malignant neoplasm of brain stem,Mal neo brain stem,
+1918,Malignant neoplasm of other parts of brain,Malig neo brain NEC,
+1919,"Malignant neoplasm of brain, unspecified",Malig neo brain NOS,
+1920,Malignant neoplasm of cranial nerves,Mal neo cranial nerves,
+1921,Malignant neoplasm of cerebral meninges,Mal neo cerebral mening,
+1922,Malignant neoplasm of spinal cord,Mal neo spinal cord,
+1923,Malignant neoplasm of spinal meninges,Mal neo spinal meninges,
+1928,Malignant neoplasm of other specified sites of nervous system,Mal neo nervous syst NEC,
+1929,"Malignant neoplasm of nervous system, part unspecified",Mal neo nervous syst NOS,
+193,Malignant neoplasm of thyroid gland,Malign neopl thyroid,
+1940,Malignant neoplasm of adrenal gland,Malign neopl adrenal,
+1941,Malignant neoplasm of parathyroid gland,Malig neo parathyroid,
+1943,Malignant neoplasm of pituitary gland and craniopharyngeal duct,Malig neo pituitary,
+1944,Malignant neoplasm of pineal gland,Malign neo pineal gland,
+1945,Malignant neoplasm of carotid body,Mal neo carotid body,
+1946,Malignant neoplasm of aortic body and other paraganglia,Mal neo paraganglia NEC,
+1948,Malignant neoplasm of other endocrine glands and related structures,Mal neo endocrine NEC,
+1949,"Malignant neoplasm of endocrine gland, site unspecified",Mal neo endocrine NOS,
+1950,"Malignant neoplasm of head, face, and neck",Mal neo head/face/neck,
+1951,Malignant neoplasm of thorax,Malign neopl thorax,
+1952,Malignant neoplasm of abdomen,Malig neo abdomen,
+1953,Malignant neoplasm of pelvis,Malign neopl pelvis,
+1954,Malignant neoplasm of upper limb,Malign neopl arm,
+1955,Malignant neoplasm of lower limb,Malign neopl leg,
+1958,Malignant neoplasm of other specified sites,Malig neo site NEC,
+1960,"Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck",Mal neo lymph-head/neck,
+1961,Secondary and unspecified malignant neoplasm of intrathoracic lymph nodes,Mal neo lymph-intrathor,
+1962,Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes,Mal neo lymph intra-abd,
+1963,Secondary and unspecified malignant neoplasm of lymph nodes of axilla and upper limb,Mal neo lymph-axilla/arm,
+1965,Secondary and unspecified malignant neoplasm of lymph nodes of inguinal region and lower limb,Mal neo lymph-inguin/leg,
+1966,Secondary and unspecified malignant neoplasm of intrapelvic lymph nodes,Mal neo lymph-intrapelv,
+1968,Secondary and unspecified malignant neoplasm of lymph nodes of multiple sites,Mal neo lymph node-mult,
+1969,"Secondary and unspecified malignant neoplasm of lymph nodes, site unspecified",Mal neo lymph node NOS,
+1970,Secondary malignant neoplasm of lung,Secondary malig neo lung,
+1971,Secondary malignant neoplasm of mediastinum,Sec mal neo mediastinum,
+1972,Secondary malignant neoplasm of pleura,Second malig neo pleura,
+1973,Secondary malignant neoplasm of other respiratory organs,Sec malig neo resp NEC,
+1974,Secondary malignant neoplasm of small intestine including duodenum,Sec malig neo sm bowel,
+1975,Secondary malignant neoplasm of large intestine and rectum,Sec malig neo lg bowel,
+1976,Secondary malignant neoplasm of retroperitoneum and peritoneum,Sec mal neo peritoneum,
+1977,"Malignant neoplasm of liver, secondary",Second malig neo liver,
+1978,Secondary malignant neoplasm of other digestive organs and spleen,Sec mal neo GI NEC,
+1980,Secondary malignant neoplasm of kidney,Second malig neo kidney,
+1981,Secondary malignant neoplasm of other urinary organs,Sec malig neo urin NEC,
+1982,Secondary malignant neoplasm of skin,Secondary malig neo skin,
+1983,Secondary malignant neoplasm of brain and spinal cord,Sec mal neo brain/spine,
+1984,Secondary malignant neoplasm of other parts of nervous system,Sec malig neo nerve NEC,
+1985,Secondary malignant neoplasm of bone and bone marrow,Secondary malig neo bone,
+1986,Secondary malignant neoplasm of ovary,Second malig neo ovary,
+1987,Secondary malignant neoplasm of adrenal gland,Second malig neo adrenal,
+19881,Secondary malignant neoplasm of breast,Second malig neo breast,
+19882,Secondary malignant neoplasm of genital organs,Second malig neo genital,
+19889,Secondary malignant neoplasm of other specified sites,Secondary malig neo NEC,
+1990,Disseminated malignant neoplasm without specification of site,Malig neo disseminated,
+1991,Other malignant neoplasm without specification of site,Malignant neoplasm NOS,
+1992,Malignant neoplasm associated with transplant organ,Malig neopl-transp organ,
+20000,"Reticulosarcoma, unspecified site, extranodal and solid organ sites",Retclsrc unsp xtrndl org,
+20001,"Reticulosarcoma, lymph nodes of head, face, and neck",Reticulosarcoma head,
+20002,"Reticulosarcoma, intrathoracic lymph nodes",Reticulosarcoma thorax,
+20003,"Reticulosarcoma, intra-abdominal lymph nodes",Reticulosarcoma abdom,
+20004,"Reticulosarcoma, lymph nodes of axilla and upper limb",Reticulosarcoma axilla,
+20005,"Reticulosarcoma, lymph nodes of inguinal region and lower limb",Reticulosarcoma inguin,
+20006,"Reticulosarcoma, intrapelvic lymph nodes",Reticulosarcoma pelvic,
+20007,"Reticulosarcoma, spleen",Reticulosarcoma spleen,
+20008,"Reticulosarcoma, lymph nodes of multiple sites",Reticulosarcoma mult,
+20010,"Lymphosarcoma, unspecified site, extranodal and solid organ sites",Lymphsrc unsp xtrndl org,
+20011,"Lymphosarcoma, lymph nodes of head, face, and neck",Lymphosarcoma head,
+20012,"Lymphosarcoma, intrathoracic lymph nodes",Lymphosarcoma thorax,
+20013,"Lymphosarcoma, intra-abdominal lymph nodes",Lymphosarcoma abdom,
+20014,"Lymphosarcoma, lymph nodes of axilla and upper limb",Lymphosarcoma axilla,
+20015,"Lymphosarcoma, lymph nodes of inguinal region and lower limb",Lymphosarcoma inguin,
+20016,"Lymphosarcoma, intrapelvic lymph nodes",Lymphosarcoma pelvic,
+20017,"Lymphosarcoma, spleen",Lymphosarcoma spleen,
+20018,"Lymphosarcoma, lymph nodes of multiple sites",Lymphosarcoma mult,
+20020,"Burkitt's tumor or lymphoma, unspecified site, extranodal and solid organ sites",Brkt tmr unsp xtrndl org,
+20021,"Burkitt's tumor or lymphoma, lymph nodes of head, face, and neck",Burkitt's tumor head,
+20022,"Burkitt's tumor or lymphoma, intrathoracic lymph nodes",Burkitt's tumor thorax,
+20023,"Burkitt's tumor or lymphoma, intra-abdominal lymph nodes",Burkitt's tumor abdom,
+20024,"Burkitt's tumor or lymphoma, lymph nodes of axilla and upper limb",Burkitt's tumor axilla,
+20025,"Burkitt's tumor or lymphoma, lymph nodes of inguinal region and lower limb",Burkitt's tumor inguin,
+20026,"Burkitt's tumor or lymphoma, intrapelvic lymph nodes",Burkitt's tumor pelvic,
+20027,"Burkitt's tumor or lymphoma, spleen",Burkitt's tumor spleen,
+20028,"Burkitt's tumor or lymphoma, lymph nodes of multiple sites",Burkitt's tumor mult,
+20030,"Marginal zone lymphoma, unspecified site, extranodal and solid organ sites",Margnl zone lym xtrndl,
+20031,"Marginal zone lymphoma, lymph nodes of head, face, and neck",Margin zone lym head,
+20032,"Marginal zone lymphoma, intrathoracic lymph nodes",Margin zone lym thorax,
+20033,"Marginal zone lymphoma, intraabdominal lymph nodes",Margin zone lym abdom,
+20034,"Marginal zone lymphoma, lymph nodes of axilla and upper limb",Margin zone lym axilla,
+20035,"Marginal zone lymphoma, lymph nodes of inguinal region and lower limb",Margin zone lym inguin,
+20036,"Marginal zone lymphoma, intrapelvic lymph nodes",Margin zone lym pelvic,
+20037,"Marginal zone lymphoma, spleen",Margin zone lymph spleen,
+20038,"Marginal zone lymphoma, lymph nodes of multiple sites",Margin zone lymph multip,
+20040,"Mantle cell lymphoma, unspecified site, extranodal and solid organ sites",Mantle cell lym xtrrndl,
+20041,"Mantle cell lymphoma, lymph nodes of head, face, and neck",Mantle cell lymph head,
+20042,"Mantle cell lymphoma, intrathoracic lymph nodes",Mantle cell lymph thorax,
+20043,"Mantle cell lymphoma, intra-abdominal lymph nodes",Mantle cell lymph abdom,
+20044,"Mantle cell lymphoma, lymph nodes of axilla and upper limb",Mantle cell lymph axilla,
+20045,"Mantle cell lymphoma, lymph nodes of inguinal region and lower limb",Mantle cell lymph inguin,
+20046,"Mantle cell lymphoma, intrapelvic lymph nodes",Mantle cell lymph pelvic,
+20047,"Mantle cell lymphoma, spleen",Mantle cell lymph spleen,
+20048,"Mantle cell lymphoma, lymph nodes of multiple sites",Mantle cell lymph multip,
+20050,"Primary central nervous system lymphoma, unspecified site, extranodal and solid organ sites",Primary CNS lymph xtrndl,
+20051,"Primary central nervous system lymphoma, lymph nodes of head, face, and neck",Primary CNS lymph head,
+20052,"Primary central nervous system lymphoma, intrathoracic lymph nodes",Primary CNS lymph thorax,
+20053,"Primary central nervous system lymphoma, intra-abdominal lymph nodes",Primary CNS lymph abdom,
+20054,"Primary central nervous system lymphoma, lymph nodes of axilla and upper limb",Primary CNS lymph axilla,
+20055,"Primary central nervous system lymphoma, lymph nodes of inguinal region and lower limb",Primary CNS lym inguin,
+20056,"Primary central nervous system lymphoma, intrapelvic lymph nodes",Primary CNS lymph pelvic,
+20057,"Primary central nervous system lymphoma, spleen",Primary CNS lymph spleen,
+20058,"Primary central nervous system lymphoma, lymph nodes of multiple sites",Primary CNS lymph multip,
+20060,"Anaplastic large cell lymphoma, unspecified site, extranodal and solid organ sites",Anaplastic lymph xtrndl,
+20061,"Anaplastic large cell lymphoma, lymph nodes of head, face, and neck",Anaplastic lymph head,
+20062,"Anaplastic large cell lymphoma, intrathoracic lymph nodes",Anaplastic lymph thorax,
+20063,"Anaplastic large cell lymphoma, intra-abdominal lymph nodes",Anaplastic lymph abdom,
+20064,"Anaplastic large cell lymphoma, lymph nodes of axilla and upper limb",Anaplastic lymph axilla,
+20065,"Anaplastic large cell lymphoma, lymph nodes of inguinal region and lower limb",Anaplastic lymph inguin,
+20066,"Anaplastic large cell lymphoma, intrapelvic lymph nodes",Anaplastic lymph pelvic,
+20067,"Anaplastic large cell lymphoma, spleen",Anaplastic lymph spleen,
+20068,"Anaplastic large cell lymphoma, lymph nodes of multiple sites",Anaplastic lymph multip,
+20070,"Large cell lymphoma, unspecified site, extranodal and solid organ sites",Large cell lymph xtrndl,
+20071,"Large cell lymphoma, lymph nodes of head, face, and neck",Large cell lymphoma head,
+20072,"Large cell lymphoma, intrathoracic lymph nodes",Large cell lymph thorax,
+20073,"Large cell lymphoma, intra-abdominal lymph nodes",Large cell lymph abdom,
+20074,"Large cell lymphoma, lymph nodes of axilla and upper limb",Large cell lymph axilla,
+20075,"Large cell lymphoma, lymph nodes of inguinal region and lower limb",Large cell lymph inguin,
+20076,"Large cell lymphoma, intrapelvic lymph nodes",Large cell lymph pelvic,
+20077,"Large cell lymphoma, spleen",Large cell lymph spleen,
+20078,"Large cell lymphoma, lymph nodes of multiple sites",Large cell lymph multip,
+20080,"Other named variants of lymphosarcoma and reticulosarcoma, unspecified site, extranodal and solid organ sites",Oth varn unsp xtrndl org,
+20081,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of head, face, and neck",Mixed lymphosarc head,
+20082,"Other named variants of lymphosarcoma and reticulosarcoma,intrathoracic lymph nodes",Mixed lymphosarc thorax,
+20083,"Other named variants of lymphosarcoma and reticulosarcoma, intra-abdominal lymph nodes",Mixed lymphosarc abdom,
+20084,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of axilla and upper limb",Mixed lymphosarc axilla,
+20085,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of inguinal region and lower limb",Mixed lymphosarc inguin,
+20086,"Other named variants of lymphosarcoma and reticulosarcoma, intrapelvic lymph nodes",Mixed lymphosarc pelvic,
+20087,"Other named variants of lymphosarcoma and reticulosarcoma, spleen",Mixed lymphosarc spleen,
+20088,"Other named variants of lymphosarcoma and reticulosarcoma, lymph nodes of multiple sites",Mixed lymphosarc mult,
+20100,"Hodgkin's paragranuloma, unspecified site, extranodal and solid organ sites",Hdgk prg unsp xtrndl org,
+20101,"Hodgkin's paragranuloma, lymph nodes of head, face, and neck",Hodgkins paragran head,
+20102,"Hodgkin's paragranuloma, intrathoracic lymph nodes",Hodgkins paragran thorax,
+20103,"Hodgkin's paragranuloma, intra-abdominal lymph nodes",Hodgkins paragran abdom,
+20104,"Hodgkin's paragranuloma, lymph nodes of axilla and upper limb",Hodgkins paragran axilla,
+20105,"Hodgkin's paragranuloma, lymph nodes of inguinal region and lower limb",Hodgkins paragran inguin,
+20106,"Hodgkin's paragranuloma, intrapelvic lymph nodes",Hodgkins paragran pelvic,
+20107,"Hodgkin's paragranuloma, spleen",Hodgkins paragran spleen,
+20108,"Hodgkin's paragranuloma, lymph nodes of multiple sites",Hodgkins paragran mult,
+20110,"Hodgkin's granuloma, unspecified site, extranodal and solid organ sites",Hdgk grn unsp xtrndl org,
+20111,"Hodgkin's granuloma, lymph nodes of head, face, and neck",Hodgkins granulom head,
+20112,"Hodgkin's granuloma, intrathoracic lymph nodes",Hodgkins granulom thorax,
+20113,"Hodgkin's granuloma, intra-abdominal lymph nodes",Hodgkins granulom abdom,
+20114,"Hodgkin's granuloma, lymph nodes of axilla and upper limb",Hodgkins granulom axilla,
+20115,"Hodgkin's granuloma, lymph nodes of inguinal region and lower limb",Hodgkins granulom inguin,
+20116,"Hodgkin's granuloma, intrapelvic lymph nodes",Hodgkins granulom pelvic,
+20117,"Hodgkin's granuloma, spleen",Hodgkins granulom spleen,
+20118,"Hodgkin's granuloma, lymph nodes of multiple sites",Hodgkins granulom mult,
+20120,"Hodgkin's sarcoma, unspecified site, extranodal and solid organ sites",Hdgk src unsp xtrndl org,
+20121,"Hodgkin's sarcoma, lymph nodes of head, face, and neck",Hodgkins sarcoma head,
+20122,"Hodgkin's sarcoma, intrathoracic lymph nodes",Hodgkins sarcoma thorax,
+20123,"Hodgkin's sarcoma, intra-abdominal lymph nodes",Hodgkins sarcoma abdom,
+20124,"Hodgkin's sarcoma, lymph nodes of axilla and upper limb",Hodgkins sarcoma axilla,
+20125,"Hodgkin's sarcoma, lymph nodes of inguinal region and lower limb",Hodgkins sarcoma inguin,
+20126,"Hodgkin's sarcoma, intrapelvic lymph nodes",Hodgkins sarcoma pelvic,
+20127,"Hodgkin's sarcoma, spleen",Hodgkins sarcoma spleen,
+20128,"Hodgkin's sarcoma, lymph nodes of multiple sites",Hodgkins sarcoma mult,
+20140,"Hodgkin's disease, lymphocytic-histiocytic predominance, unspecified site, extranodal and solid organ sites",Lym-hst unsp xtrndl orgn,
+20141,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of head, face, and neck",Hodg lymph-histio head,
+20142,"Hodgkin's disease, lymphocytic-histiocytic predominance, intrathoracic lymph nodes",Hodg lymph-histio thorax,
+20143,"Hodgkin's disease, lymphocytic-histiocytic predominance, intra-abdominal lymph nodes",Hodg lymph-histio abdom,
+20144,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of axilla and upper limb",Hodg lymph-histio axilla,
+20145,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of inguinal region and lower limb",Hodg lymph-histio inguin,
+20146,"Hodgkin's disease, lymphocytic-histiocytic predominance, intrapelvic lymph nodes",Hodg lymph-histio pelvic,
+20147,"Hodgkin's disease, lymphocytic-histiocytic predominance, spleen",Hodg lymph-histio spleen,
+20148,"Hodgkin's disease, lymphocytic-histiocytic predominance, lymph nodes of multiple sites",Hodg lymph-histio mult,
+20150,"Hodgkin's disease, nodular sclerosis, unspecified site, extranodal and solid organ sites",Ndr sclr unsp xtrndl org,
+20151,"Hodgkin's disease, nodular sclerosis, lymph nodes of head, face, and neck",Hodg nodul sclero head,
+20152,"Hodgkin's disease, nodular sclerosis, intrathoracic lymph nodes",Hodg nodul sclero thorax,
+20153,"Hodgkin's disease, nodular sclerosis, intra-abdominal lymph nodes",Hodg nodul sclero abdom,
+20154,"Hodgkin's disease, nodular sclerosis, lymph nodes of axilla and upper limb",Hodg nodul sclero axilla,
+20155,"Hodgkin's disease, nodular sclerosis, lymph nodes of inguinal region and lower limb",Hodg nodul sclero inguin,
+20156,"Hodgkin's disease, nodular sclerosis, intrapelvic lymph nodes",Hodg nodul sclero pelvic,
+20157,"Hodgkin's disease, nodular sclerosis, spleen",Hodg nodul sclero spleen,
+20158,"Hodgkin's disease, nodular sclerosis, lymph nodes of multiple sites",Hodg nodul sclero mult,
+20160,"Hodgkin's disease, mixed cellularity, unspecified site, extranodal and solid organ sites",Mxd celr unsp xtrndl org,
+20161,"Hodgkin's disease, mixed cellularity, lymph nodes of head, face, and neck",Hodgkins mix cell head,
+20162,"Hodgkin's disease, mixed cellularity, intrathoracic lymph nodes",Hodgkins mix cell thorax,
+20163,"Hodgkin's disease, mixed cellularity, intra-abdominal lymph nodes",Hodgkins mix cell abdom,
+20164,"Hodgkin's disease, mixed cellularity, lymph nodes of axilla and upper limb",Hodgkins mix cell axilla,
+20165,"Hodgkin's disease, mixed cellularity, lymph nodes of inguinal region and lower limb",Hodgkins mix cell inguin,
+20166,"Hodgkin's disease, mixed cellularity, intrapelvic lymph nodes",Hodgkins mix cell pelvic,
+20167,"Hodgkin's disease, mixed cellularity, spleen",Hodgkins mix cell spleen,
+20168,"Hodgkin's disease, mixed cellularity, lymph nodes of multiple sites",Hodgkins mix cell mult,
+20170,"Hodgkin's disease, lymphocytic depletion, unspecified site, extranodal and solid organ sites",Lym dplt unsp xtrndl org,
+20171,"Hodgkin's disease, lymphocytic depletion, lymph nodes of head, face, and neck",Hodg lymph deplet head,
+20172,"Hodgkin's disease, lymphocytic depletion, intrathoracic lymph nodes",Hodg lymph deplet thorax,
+20173,"Hodgkin's disease, lymphocytic depletion, intra-abdominal lymph nodes",Hodg lymph deplet abdom,
+20174,"Hodgkin's disease, lymphocytic depletion, lymph nodes of axilla and upper limb",Hodg lymph deplet axilla,
+20175,"Hodgkin's disease, lymphocytic depletion, lymph nodes of inguinal region and lower limb",Hodg lymph deplet inguin,
+20176,"Hodgkin's disease, lymphocytic depletion, intrapelvic lymph nodes",Hodg lymph deplet pelvic,
+20177,"Hodgkin's disease, lymphocytic depletion, spleen",Hodg lymph deplet spleen,
+20178,"Hodgkin's disease, lymphocytic depletion, lymph nodes of multiple sites",Hodg lymph deplet mult,
+20190,"Hodgkin's disease, unspecified type, unspecified site, extranodal and solid organ sites",Hdgk dis unsp xtrndl org,
+20191,"Hodgkin's disease, unspecified type, lymph nodes of head, face, and neck",Hodgkins dis NOS head,
+20192,"Hodgkin's disease, unspecified type, intrathoracic lymph nodes",Hodgkins dis NOS thorax,
+20193,"Hodgkin's disease, unspecified type, intra-abdominal lymph nodes",Hodgkins dis NOS abdom,
+20194,"Hodgkin's disease, unspecified type, lymph nodes of axilla and upper limb",Hodgkins dis NOS axilla,
+20195,"Hodgkin's disease, unspecified type, lymph nodes of inguinal region and lower limb",Hodgkins dis NOS inguin,
+20196,"Hodgkin's disease, unspecified type, intrapelvic lymph nodes",Hodgkins dis NOS pelvic,
+20197,"Hodgkin's disease, unspecified type, spleen",Hodgkins dis NOS spleen,
+20198,"Hodgkin's disease, unspecified type, lymph nodes of multiple sites",Hodgkins dis NOS mult,
+20200,"Nodular lymphoma, unspecified site, extranodal and solid organ sites",Ndlr lym unsp xtrndl org,
+20201,"Nodular lymphoma, lymph nodes of head, face, and neck",Nodular lymphoma head,
+20202,"Nodular lymphoma, intrathoracic lymph nodes",Nodular lymphoma thorax,
+20203,"Nodular lymphoma, intra-abdominal lymph nodes",Nodular lymphoma abdom,
+20204,"Nodular lymphoma, lymph nodes of axilla and upper limb",Nodular lymphoma axilla,
+20205,"Nodular lymphoma, lymph nodes of inguinal region and lower limb",Nodular lymphoma inguin,
+20206,"Nodular lymphoma, intrapelvic lymph nodes",Nodular lymphoma pelvic,
+20207,"Nodular lymphoma, spleen",Nodular lymphoma spleen,
+20208,"Nodular lymphoma, lymph nodes of multiple sites",Nodular lymphoma mult,
+20210,"Mycosis fungoides, unspecified site, extranodal and solid organ sites",Mycs fng unsp xtrndl org,
+20211,"Mycosis fungoides, lymph nodes of head, face, and neck",Mycosis fungoides head,
+20212,"Mycosis fungoides, intrathoracic lymph nodes",Mycosis fungoides thorax,
+20213,"Mycosis fungoides, intra-abdominal lymph nodes",Mycosis fungoides abdom,
+20214,"Mycosis fungoides, lymph nodes of axilla and upper limb",Mycosis fungoides axilla,
+20215,"Mycosis fungoides, lymph nodes of inguinal region and lower limb",Mycosis fungoides inguin,
+20216,"Mycosis fungoides, intrapelvic lymph nodes",Mycosis fungoides pelvic,
+20217,"Mycosis fungoides, spleen",Mycosis fungoides spleen,
+20218,"Mycosis fungoides, lymph nodes of multiple sites",Mycosis fungoides mult,
+20220,"Sezary's disease, unspecified site, extranodal and solid organ sites",Szry dis unsp xtrndl org,
+20221,"Sezary's disease, lymph nodes of head, face, and neck",Sezary's disease head,
+20222,"Sezary's disease, intrathoracic lymph nodes",Sezary's disease thorax,
+20223,"Sezary's disease, intra-abdominal lymph nodes",Sezary's disease abdom,
+20224,"Sezary's disease, lymph nodes of axilla and upper limb",Sezary's disease axilla,
+20225,"Sezary's disease, lymph nodes of inguinal region and lower limb",Sezary's disease inguin,
+20226,"Sezary's disease, intrapelvic lymph nodes",Sezary's disease pelvic,
+20227,"Sezary's disease, spleen",Sezary's disease spleen,
+20228,"Sezary's disease, lymph nodes of multiple sites",Sezary's disease mult,
+20230,"Malignant histiocytosis, unspecified site, extranodal and solid organ sites",Mlg hist unsp xtrndl org,
+20231,"Malignant histiocytosis, lymph nodes of head, face, and neck",Mal histiocytosis head,
+20232,"Malignant histiocytosis, intrathoracic lymph nodes",Mal histiocytosis thorax,
+20233,"Malignant histiocytosis, intra-abdominal lymph nodes",Mal histiocytosis abdom,
+20234,"Malignant histiocytosis, lymph nodes of axilla and upper limb",Mal histiocytosis axilla,
+20235,"Malignant histiocytosis, lymph nodes of inguinal region and lower limb",Mal histiocytosis inguin,
+20236,"Malignant histiocytosis, intrapelvic lymph nodes",Mal histiocytosis pelvic,
+20237,"Malignant histiocytosis, spleen",Mal histiocytosis spleen,
+20238,"Malignant histiocytosis, lymph nodes of multiple sites",Mal histiocytosis mult,
+20240,"Leukemic reticuloendotheliosis, unspecified site, extranodal and solid organ sites",Lk rtctl unsp xtrndl org,
+20241,"Leukemic reticuloendotheliosis, lymph nodes of head, face, and neck",Hairy-cell leukem head,
+20242,"Leukemic reticuloendotheliosis, intrathoracic lymph nodes",Hairy-cell leukem thorax,
+20243,"Leukemic reticuloendotheliosis, intra-abdominal lymph nodes",Hairy-cell leukem abdom,
+20244,"Leukemic reticuloendotheliosis, lymph nodes of axilla and upper arm",Hairy-cell leukem axilla,
+20245,"Leukemic reticuloendotheliosis, lymph nodes of inguinal region and lower limb",Hairy-cell leukem inguin,
+20246,"Leukemic reticuloendotheliosis, intrapelvic lymph nodes",Hairy-cell leukem pelvic,
+20247,"Leukemic reticuloendotheliosis, spleen",Hairy-cell leukem spleen,
+20248,"Leukemic reticuloendotheliosis, lymph nodes of multiple sites",Hairy-cell leukem mult,
+20250,"Letterer-siwe disease, unspecified site, extranodal and solid organ sites",Ltr-siwe unsp xtrndl org,
+20251,"Letterer-siwe disease, lymph nodes of head, face, and neck",Letterer-siwe dis head,
+20252,"Letterer-siwe disease, intrathoracic lymph nodes",Letterer-siwe dis thorax,
+20253,"Letterer-siwe disease, intra-abdominal lymph nodes",Letterer-siwe dis abdom,
+20254,"Letterer-siwe disease, lymph nodes of axilla and upper limb",Letterer-siwe dis axilla,
+20255,"Letterer-siwe disease, lymph nodes of inguinal region and lower limb",Letterer-siwe dis inguin,
+20256,"Letterer-siwe disease, intrapelvic lymph nodes",Letterer-siwe dis pelvic,
+20257,"Letterer-siwe disease, spleen",Letterer-siwe dis spleen,
+20258,"Letterer-siwe disease, lymph nodes of multiple sites",Letterer-siwe dis mult,
+20260,"Malignant mast cell tumors, unspecified site, extranodal and solid organ sites",Mlg mast unsp xtrndl org,
+20261,"Malignant mast cell tumors, lymph nodes of head, face, and neck",Mal mastocytosis head,
+20262,"Malignant mast cell tumors, intrathoracic lymph nodes",Mal mastocytosis thorax,
+20263,"Malignant mast cell tumors, intra-abdominal lymph nodes",Mal mastocytosis abdom,
+20264,"Malignant mast cell tumors, lymph nodes of axilla and upper limb",Mal mastocytosis axilla,
+20265,"Malignant mast cell tumors, lymph nodes of inguinal region and lower limb",Mal mastocytosis inguin,
+20266,"Malignant mast cell tumors, intrapelvic lymph nodes",Mal mastocytosis pelvic,
+20267,"Malignant mast cell tumors, spleen",Mal mastocytosis spleen,
+20268,"Malignant mast cell tumors, lymph nodes of multiple sites",Mal mastocytosis mult,
+20270,"Peripheral T cell lymphoma, unspecified site, extranodal and solid organ sites",Periph T cell lym xtrndl,
+20271,"Peripheral T cell lymphoma, lymph nodes of head, face, and neck",Periph T cell lymph head,
+20272,"Peripheral T cell lymphoma, intrathoracic lymph nodes",Periph T cell lym thorax,
+20273,"Peripheral T cell lymphoma, intra-abdominal lymph nodes",Periph T cell lym abdom,
+20274,"Peripheral T cell lymphoma, lymph nodes of axilla and upper limb",Periph T cell lym axilla,
+20275,"Peripheral T cell lymphoma, lymph nodes of inguinal region and lower limb",Periph T cell lym inguin,
+20276,"Peripheral T cell lymphoma, intrapelvic lymph nodes",Periph T cell lym pelvic,
+20277,"Peripheral T cell lymphoma, spleen",Periph T cell lym spleen,
+20278,"Peripheral T cell lymphoma, lymph nodes of multiple sites",Periph T cell lym multip,
+20280,"Other malignant lymphomas, unspecified site, extranodal and solid organ sites",Oth lymp unsp xtrndl org,
+20281,"Other malignant lymphomas, lymph nodes of head, face, and neck",Lymphomas NEC head,
+20282,"Other malignant lymphomas, intrathoracic lymph nodes",Lymphomas NEC thorax,
+20283,"Other malignant lymphomas, intra-abdominal lymph nodes",Lymphomas NEC abdom,
+20284,"Other malignant lymphomas, lymph nodes of axilla and upper limb",Lymphomas NEC axilla,
+20285,"Other malignant lymphomas, lymph nodes of inguinal region and lower limb",Lymphomas NEC inguin,
+20286,"Other malignant lymphomas, intrapelvic lymph nodes",Lymphomas NEC pelvic,
+20287,"Other malignant lymphomas, spleen",Lymphomas NEC spleen,
+20288,"Other malignant lymphomas, lymph nodes of multiple sites",Lymphomas NEC mult,
+20290,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, unspecified site, extranodal and solid organ sites",Unsp lym unsp xtrndl org,
+20291,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of head, face, and neck",Lymphoid mal NEC head,
+20292,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intrathoracic lymph nodes",Lymphoid mal NEC thorax,
+20293,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intra-abdominal lymph nodes",Lymphoid mal NEC abdom,
+20294,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of axilla and upper limb",Lymphoid mal NEC axilla,
+20295,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of inguinal region and lower limb",Lymphoid mal NEC inguin,
+20296,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, intrapelvic lymph nodes",Lymphoid mal NEC pelvic,
+20297,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, spleen",Lymphoid mal NEC spleen,
+20298,"Other and unspecified malignant neoplasms of lymphoid and histiocytic tissue, lymph nodes of multiple sites",Lymphoid mal NEC mult,
+20300,"Multiple myeloma, without mention of having achieved remission",Mult mye w/o achv rmson,
+20301,"Multiple myeloma, in remission",Mult myelm w remission,
+20302,"Multiple myeloma, in relapse",Mult myeloma in relapse,
+20310,"Plasma cell leukemia, without mention of having achieved remission",Pls cl leu w/o achv rmsn,
+20311,"Plasma cell leukemia, in remission",Plsm cell leuk w rmson,
+20312,"Plasma cell leukemia, in relapse",Plsm cel leuk in relapse,
+20380,"Other immunoproliferative neoplasms, without mention of having achieved remission",Oth imno npl wo ach rmsn,
+20381,"Other immunoproliferative neoplasms, in remission",Oth imnprfl npl w rmsn,
+20382,"Other immunoproliferative neoplasms, in relapse",Oth imnprlf neo-relapse,
+20400,"Acute lymphoid leukemia, without mention of having achieved remission",Ac lym leuk wo achv rmsn,
+20401,"Acute lymphoid leukemia, in remission",Act lym leuk w rmsion,
+20402,"Acute lymphoid leukemia, in relapse",Act lymp leuk in relapse,
+20410,"Chronic lymphoid leukemia, without mention of having achieved remission",Ch lym leuk wo achv rmsn,
+20411,"Chronic lymphoid leukemia, in remission",Chr lym leuk w rmsion,
+20412,"Chronic lymphoid leukemia, in relapse",Chr lymp leuk in relapse,
+20420,"Subacute lymphoid leukemia, without mention of having achieved remission",Sbac lym leu wo ach rmsn,
+20421,"Subacute lymphoid leukemia, in remission",Sbac lym leuk w rmsion,
+20422,"Subacute lymphoid leukemia, in relapse",Sbac lym leuk in relapse,
+20480,"Other lymphoid leukemia, without mention of having achieved remission",Oth lym leu wo achv rmsn,
+20481,"Other lymphoid leukemia, in remission",Oth lym leuk w rmsion,
+20482,"Other lymphoid leukemia, in relapse",Oth lym leuk in relapse,
+20490,"Unspecified lymphoid leukemia, without mention of having achieved remission",Uns lym leu wo ach rmsn,
+20491,"Unspecified lymphoid leukemia, in remission",Uns lym leuk w rmsion,
+20492,"Unspecified lymphoid leukemia, in relapse",Lymp leuk NOS relapse,
+20500,"Acute myeloid leukemia, without mention of having achieved remission",Ac myl leuk wo achv rmsn,
+20501,"Acute myeloid leukemia, in remission",Act myl leuk w rmsion,
+20502,"Acute myeloid leukemia, in relapse",Act myel leuk in relapse,
+20510,"Chronic myeloid leukemia, without mention of having achieved remission",Ch myl leuk wo achv rmsn,
+20511,"Chronic myeloid leukemia, in remission",Chr myl leuk w rmsion,
+20512,"Chronic myeloid leukemia, in relapse",Chr myel leuk in relapse,
+20520,"Subacute myeloid leukemia, without mention of having achieved remission",Sbac myl leu wo ach rmsn,
+20521,"Subacute myeloid leukemia,in remission",Sbac myl leuk w rmsion,
+20522,"Subacute myeloid leukemia, in relapse",Sbac myl leuk in relapse,
+20530,"Myeloid sarcoma, without mention of having achieved remission",Myl sarcoma wo achv rmsn,
+20531,"Myeloid sarcoma, in remission",Myl srcoma w rmsion,
+20532,"Myeloid sarcoma, in relapse",Myel sarcoma in relapse,
+20580,"Other myeloid leukemia, without mention of having achieved remission",Oth my leuk wo achv rmsn,
+20581,"Other myeloid leukemia, in remission",Oth myl leuk w rmsion,
+20582,"Other myeloid leukemia, in relapse",Oth myel leuk in relapse,
+20590,"Unspecified myeloid leukemia, without mention of having achieved remission",Uns my leu wo ach rmsn,
+20591,"Unspecified myeloid leukemia, in remission",Uns myl leuk w rmsion,
+20592,"Unspecified myeloid leukemia, in relapse",Myel leuk NOS in relapse,
+20600,"Acute monocytic leukemia, without mention of having achieved remission",Ac mono leu wo achv rmsn,
+20601,"Acute monocytic leukemia,in remission",Act mono leuk w rmsion,
+20602,"Acute monocytic leukemia, in relapse",Act mono leuk in relapse,
+20610,"Chronic monocytic leukemia, without mention of having achieved remission",Ch mono leu wo achv rmsn,
+20611,"Chronic monocytic leukemia, in remission",Chr mono leuk w rmsion,
+20612,"Chronic monocytic leukemia, in relapse",Chr mono leuk in relapse,
+20620,"Subacute monocytic leukemia, without mention of having achieved remission",Sbac mno leu wo ach rmsn,
+20621,"Subacute monocytic leukemia, in remission",Sbac mono leuk w rmsion,
+20622,"Subacute monocytic leukemia, in relapse",Sbac mono leu in relapse,
+20680,"Other monocytic leukemia, without mention of having achieved remission",Ot mono leu wo achv rmsn,
+20681,"Other monocytic leukemia, in remission",Oth mono leuk w rmsion,
+20682,"Other monocytic leukemia, in relapse",Oth mono leuk in relapse,
+20690,"Unspecified monocytic leukemia, without mention of having achieved remission",Uns mno leu wo ach rmsn,
+20691,"Unspecified monocytic leukemia, in remission",Uns mono leuk w rmsion,
+20692,"Unspecified monocytic leukemia, in relapse",Mono leuk NOS relapse,
+20700,"Acute erythremia and erythroleukemia, without mention of having achieved remission",Ac erth/erlk wo ach rmsn,
+20701,"Acute erythremia and erythroleukemia, in remission",Act erth/erylk w rmson,
+20702,"Acute erythremia and erythroleukemia, in relapse",Ac erth/erylk in relapse,
+20710,"Chronic erythremia, without mention of having achieved remission",Chr erythrm w/o ach rmsn,
+20711,"Chronic erythremia, in remission",Chr erythrm w remision,
+20712,"Chronic erythremia, in relapse",Chr erythrmia in relapse,
+20720,"Megakaryocytic leukemia, without mention of having achieved remission",Mgkrcyt leuk wo ach rmsn,
+20721,"Megakaryocytic leukemia, in remission",Mgkrycyt leuk w rmsion,
+20722,"Megakaryocytic leukemia, in relapse",Mgkrycyt leuk in relapse,
+20780,"Other specified leukemia, without mention of having achieved remission",Oth leuk w/o achv rmsn,
+20781,"Other specified leukemia, in remission",Oth spf leuk w remsion,
+20782,"Other specified leukemia, in relapse",Oth spf leuk in relapse,
+20800,"Acute leukemia of unspecified cell type, without mention of having achieved remission",Ac leu un cl wo ach rmsn,
+20801,"Acute leukemia of unspecified cell type, in remission",Act leuk uns cl w rmson,
+20802,"Acute leukemia of unspecified cell type, in relapse",Ac leuk uns cl relapse,
+20810,"Chronic leukemia of unspecified cell type, without mention of having achieved remission",Ch leu un cl wo ach rmsn,
+20811,"Chronic leukemia of unspecified cell type, in remission",Chr leuk uns cl w rmson,
+20812,"Chronic leukemia of unspecified cell type, in relapse",Ch leu uns cl in relapse,
+20820,"Subacute leukemia of unspecified cell type, without mention of having achieved remission",Sbc leu un cl wo ah rmsn,
+20821,"Subacute leukemia of unspecified cell type, in remission",Sbac leuk uns cl w rmson,
+20822,"Subacute leukemia of unspecified cell type, in relapse",Sbac leu uns cl-relapse,
+20880,"Other leukemia of unspecified cell type, without mention of having achieved remission",Ot leu un cl wo ach rmsn,
+20881,"Other leukemia of unspecified cell type, in remission",Oth leuk uns cl w rmson,
+20882,"Other leukemia of unspecified cell type, in relapse",Oth leuk uns cl-relapse,
+20890,"Unspecified leukemia, without mention of having achieved remission",Leuk NOS w/o achv rmsn,
+20891,"Unspecified leukemia, in remission",Leukemia NOS w remission,
+20892,"Unspecified leukemia, in relapse",Leukemia NOS in relapse,
+20900,"Malignant carcinoid tumor of the small intestine, unspecified portion",Mal crcnoid sm intst NOS,
+20901,Malignant carcinoid tumor of the duodenum,Malig carcinoid duodenum,
+20902,Malignant carcinoid tumor of the jejunum,Malig carcinoid jejunum,
+20903,Malignant carcinoid tumor of the ileum,Malig carcinoid ileum,
+20910,"Malignant carcinoid tumor of the large intestine, unspecified portion",Mal crcnoid lg intst NOS,
+20911,Malignant carcinoid tumor of the appendix,Malig carcinoid appendix,
+20912,Malignant carcinoid tumor of the cecum,Malig carcinoid cecum,
+20913,Malignant carcinoid tumor of the ascending colon,Mal crcnoid ascend colon,
+20914,Malignant carcinoid tumor of the transverse colon,Mal crcnoid transv colon,
+20915,Malignant carcinoid tumor of the descending colon,Mal carcinoid desc colon,
+20916,Malignant carcinoid tumor of the sigmoid colon,Mal carcinoid sig colon,
+20917,Malignant carcinoid tumor of the rectum,Malig carcinoid rectum,
+20920,Malignant carcinoid tumor of unknown primary site,Mal crcnd prim site unkn,
+20921,Malignant carcinoid tumor of the bronchus and lung,Mal carcinoid bronc/lung,
+20922,Malignant carcinoid tumor of the thymus,Malig carcinoid thymus,
+20923,Malignant carcinoid tumor of the stomach,Malig carcinoid stomach,
+20924,Malignant carcinoid tumor of the kidney,Malig carcinoid kidney,
+20925,"Malignant carcinoid tumor of foregut, not otherwise specified",Mal carcnoid foregut NOS,
+20926,"Malignant carcinoid tumor of midgut, not otherwise specified",Mal carcinoid midgut NOS,
+20927,"Malignant carcinoid tumor of hindgut, not otherwise specified",Mal carcnoid hindgut NOS,
+20929,Malignant carcinoid tumor of other sites,Malig carcinoid oth site,
+20930,"Malignant poorly differentiated neuroendocrine carcinoma, any site",Malig neuroendo ca NOS,
+20931,Merkel cell carcinoma of the face,Merkel cell ca-face,
+20932,Merkel cell carcinoma of the scalp and neck,Merkel cell ca-sclp/neck,
+20933,Merkel cell carcinoma of the upper limb,Merkel cell ca-up limb,
+20934,Merkel cell carcinoma of the lower limb,Merkel cell ca-low limb,
+20935,Merkel cell carcinoma of the trunk,Merkel cell ca-trunk,
+20936,Merkel cell carcinoma of other sites,Merkel cell ca-oth sites,
+20940,"Benign carcinoid tumor of the small intestine, unspecified portion",Ben crcnoid sm intst NOS,
+20941,Benign carcinoid tumor of the duodenum,Ben carcinoid duodenum,
+20942,Benign carcinoid tumor of the jejunum,Benign carcinoid jejunum,
+20943,Benign carcinoid tumor of the ileum,Benign carcinoid ileum,
+20950,"Benign carcinoid tumor of the large intestine, unspecified portion",Ben crcnoid lg intst NOS,
+20951,Benign carcinoid tumor of the appendix,Ben carcinoid appendix,
+20952,Benign carcinoid tumor of the cecum,Benign carcinoid cecum,
+20953,Benign carcinoid tumor of the ascending colon,Ben carcinoid asc colon,
+20954,Benign carcinoid tumor of the transverse colon,Ben crcinoid trans colon,
+20955,Benign carcinoid tumor of the descending colon,Ben carcinoid desc colon,
+20956,Benign carcinoid tumor of the sigmoid colon,Ben carcinoid sig colon,
+20957,Benign carcinoid tumor of the rectum,Benign carcinoid rectum,
+20960,Benign carcinoid tumor of unknown primary site,Ben crcnd prim site unkn,
+20961,Benign carcinoid tumor of the bronchus and lung,Ben carcinoid bronc/lung,
+20962,Benign carcinoid tumor of the thymus,Benign carcinoid thymus,
+20963,Benign carcinoid tumor of the stomach,Benign carcinoid stomach,
+20964,Benign carcinoid tumor of the kidney,Benign carcinoid kidney,
+20965,"Benign carcinoid tumor of foregut, not otherwise specified",Ben crcinoid foregut NOS,
+20966,"Benign carcinoid tumor of midgut, not otherwise specified",Ben crcinoid midgut NOS,
+20967,"Benign carcinoid tumor of hindgut, not otherwise specified",Ben crcnoid hindgut NOS,
+20969,Benign carcinoid tumor of other sites,Bengn carcinoid oth site,
+20970,"Secondary neuroendocrine tumor, unspecified site",Sec neuroendo tumor NOS,
+20971,Secondary neuroendocrine tumor of distant lymph nodes,Sec neuroend tu dist lym,
+20972,Secondary neuroendocrine tumor of liver,Sec neuroend tumor-liver,
+20973,Secondary neuroendocrine tumor of bone,Sec neuroendo tumor-bone,
+20974,Secondary neuroendocrine tumor of peritoneum,Sec neuroendo tu-periton,
+20975,Secondary Merkel cell carcinoma,Secondary Merkel cell ca,
+20979,Secondary neuroendocrine tumor of other sites,Sec neuroend tu oth site,
+2100,Benign neoplasm of lip,Benign neoplasm lip,
+2101,Benign neoplasm of tongue,Benign neoplasm tongue,
+2102,Benign neoplasm of major salivary glands,Ben neo major salivary,
+2103,Benign neoplasm of floor of mouth,Benign neo mouth floor,
+2104,Benign neoplasm of other and unspecified parts of mouth,Benign neo mouth NEC/NOS,
+2105,Benign neoplasm of tonsil,Benign neoplasm tonsil,
+2106,Benign neoplasm of other parts of oropharynx,Benign neo oropharyn NEC,
+2107,Benign neoplasm of nasopharynx,Benign neo nasopharynx,
+2108,Benign neoplasm of hypopharynx,Benign neo hypopharynx,
+2109,"Benign neoplasm of pharynx, unspecified",Benign neo pharynx NOS,
+2110,Benign neoplasm of esophagus,Benign neo esophagus,
+2111,Benign neoplasm of stomach,Benign neoplasm stomach,
+2112,"Benign neoplasm of duodenum, jejunum, and ileum",Benign neoplasm sm bowel,
+2113,Benign neoplasm of colon,Benign neoplasm lg bowel,
+2114,Benign neoplasm of rectum and anal canal,Benign neopl rectum/anus,
+2115,Benign neoplasm of liver and biliary passages,Ben neo liver/bile ducts,
+2116,"Benign neoplasm of pancreas, except islets of Langerhans",Benign neoplasm pancreas,
+2117,Benign neoplasm of islets of Langerhans,Ben neo islets langerhan,
+2118,Benign neoplasm of retroperitoneum and peritoneum,Ben neo peritoneum,
+2119,Benign neoplasm of other and unspecified site in the digestive system,Ben neo GI tract NEC/NOS,
+2120,"Benign neoplasm of nasal cavities, middle ear, and accessory sinuses",Ben neo nasal cav/sinus,
+2121,Benign neoplasm of larynx,Benign neo larynx,
+2122,Benign neoplasm of trachea,Benign neo trachea,
+2123,Benign neoplasm of bronchus and lung,Benign neo bronchus/lung,
+2124,Benign neoplasm of pleura,Benign neoplasm pleura,
+2125,Benign neoplasm of mediastinum,Benign neo mediastinum,
+2126,Benign neoplasm of thymus,Benign neoplasm thymus,
+2127,Benign neoplasm of heart,Benign neoplasm heart,
+2128,Benign neoplasm of other specified sites of respiratory and intrathoracic organs,Benign neo resp sys NEC,
+2129,"Benign neoplasm of respiratory and intrathoracic organs, site unspecified",Benign neo resp sys NOS,
+2130,Benign neoplasm of bones of skull and face,Ben neo skull/face bone,
+2131,Benign neoplasm of lower jaw bone,Ben neo lower jaw bone,
+2132,"Benign neoplasm of vertebral column, excluding sacrum and coccyx",Benign neo vertebrae,
+2133,"Benign neoplasm of ribs, sternum, and clavicle",Ben neo ribs/stern/clav,
+2134,Benign neoplasm of scapula and long bones of upper limb,Ben neo long bones arm,
+2135,Benign neoplasm of short bones of upper limb,Ben neo bones wrist/hand,
+2136,"Benign neoplasm of pelvic bones, sacrum, and coccyx",Benign neo pelvic girdle,
+2137,Benign neoplasm of long bones of lower limb,Ben neo long bones leg,
+2138,Benign neoplasm of short bones of lower limb,Ben neo bones ankle/foot,
+2139,"Benign neoplasm of bone and articular cartilage, site unspecified",Benign neo bone NOS,
+2140,Lipoma of skin and subcutaneous tissue of face,Lipoma skin face,
+2141,Lipoma of other skin and subcutaneous tissue,Lipoma skin NEC,
+2142,Lipoma of intrathoracic organs,Lipoma intrathoracic,
+2143,Lipoma of intra-abdominal organs,Lipoma intra-abdominal,
+2144,Lipoma of spermatic cord,Lipoma spermatic cord,
+2148,Lipoma of other specified sites,Lipoma NEC,
+2149,"Lipoma, unspecified site",Lipoma NOS,
+2150,"Other benign neoplasm of connective and other soft tissue of head, face, and neck",Ben neo soft tissue head,
+2152,"Other benign neoplasm of connective and other soft tissue of upper limb, including shoulder",Ben neo soft tissue arm,
+2153,"Other benign neoplasm of connective and other soft tissue of lower limb, including hip",Ben neo soft tissue leg,
+2154,Other benign neoplasm of connective and other soft tissue of thorax,Ben neo soft tis thorax,
+2155,Other benign neoplasm of connective and other soft tissue of abdomen,Ben neo soft tis abdomen,
+2156,Other benign neoplasm of connective and other soft tissue of pelvis,Ben neo soft tis pelvis,
+2157,"Other benign neoplasm of connective and other soft tissue of trunk, unspecified",Benign neo trunk NOS,
+2158,Other benign neoplasm of connective and other soft tissue of other specified sites,Ben neo soft tissue NEC,
+2159,"Other benign neoplasm of connective and other soft tissue, site unspecified",Ben neo soft tissue NOS,
+2160,Benign neoplasm of skin of lip,Benign neo skin lip,
+2161,"Benign neoplasm of eyelid, including canthus",Benign neo skin eyelid,
+2162,Benign neoplasm of ear and external auditory canal,Benign neo skin ear,
+2163,Benign neoplasm of skin of other and unspecified parts of face,Benign neo skin face NEC,
+2164,Benign neoplasm of scalp and skin of neck,Ben neo scalp/skin neck,
+2165,"Benign neoplasm of skin of trunk, except scrotum",Benign neo skin trunk,
+2166,"Benign neoplasm of skin of upper limb, including shoulder",Benign neo skin arm,
+2167,"Benign neoplasm of skin of lower limb, including hip",Benign neo skin leg,
+2168,Benign neoplasm of other specified sites of skin,Benign neoplasm skin NEC,
+2169,"Benign neoplasm of skin, site unspecified",Benign neoplasm skin NOS,
+217,Benign neoplasm of breast,Benign neoplasm breast,
+2180,Submucous leiomyoma of uterus,Submucous leiomyoma,
+2181,Intramural leiomyoma of uterus,Intramural leiomyoma,
+2182,Subserous leiomyoma of uterus,Subserous leiomyoma,
+2189,"Leiomyoma of uterus, unspecified",Uterine leiomyoma NOS,
+2190,Benign neoplasm of cervix uteri,Benign neo cervix uteri,
+2191,Benign neoplasm of corpus uteri,Benign neo corpus uteri,
+2198,Benign neoplasm of other specified parts of uterus,Benign neo uterus NEC,
+2199,"Benign neoplasm of uterus, part unspecified",Benign neo uterus NOS,
+220,Benign neoplasm of ovary,Benign neoplasm ovary,
+2210,Benign neoplasm of fallopian tube and uterine ligaments,Ben neo fallopian tube,
+2211,Benign neoplasm of vagina,Benign neoplasm vagina,
+2212,Benign neoplasm of vulva,Benign neoplasm vulva,
+2218,Benign neoplasm of other specified sites of female genital organs,Ben neo fem genital NEC,
+2219,"Benign neoplasm of female genital organ, site unspecified",Ben neo fem genital NOS,
+2220,Benign neoplasm of testis,Benign neoplasm testis,
+2221,Benign neoplasm of penis,Benign neoplasm penis,
+2222,Benign neoplasm of prostate,Benign neoplasm prostate,
+2223,Benign neoplasm of epididymis,Benign neo epididymis,
+2224,Benign neoplasm of scrotum,Benign neoplasm scrotum,
+2228,Benign neoplasm of other specified sites of male genital organs,Ben neo male genital NEC,
+2229,"Benign neoplasm of male genital organ, site unspecified",Ben neo male genital NOS,
+2230,"Benign neoplasm of kidney, except pelvis",Benign neoplasm kidney,
+2231,Benign neoplasm of renal pelvis,Benign neo renal pelvis,
+2232,Benign neoplasm of ureter,Benign neoplasm ureter,
+2233,Benign neoplasm of bladder,Benign neoplasm bladder,
+22381,Benign neoplasm of urethra,Benign neoplasm urethra,
+22389,Benign neoplasm of other specified sites of urinary organs,Benign neo urinary NEC,
+2239,"Benign neoplasm of urinary organ, site unspecified",Benign neo urinary NOS,
+2240,"Benign neoplasm of eyeball, except conjunctiva, cornea, retina, and choroid",Benign neoplasm eyeball,
+2241,Benign neoplasm of orbit,Benign neoplasm orbit,
+2242,Benign neoplasm of lacrimal gland,Ben neo lacrimal gland,
+2243,Benign neoplasm of conjunctiva,Benign neo conjunctiva,
+2244,Benign neoplasm of cornea,Benign neoplasm cornea,
+2245,Benign neoplasm of retina,Benign neoplasm retina,
+2246,Benign neoplasm of choroid,Benign neoplasm choroid,
+2247,Benign neoplasm of lacrimal duct,Ben neo lacrimal duct,
+2248,Benign neoplasm of other specified parts of eye,Benign neoplasm eye NEC,
+2249,"Benign neoplasm of eye, part unspecified",Benign neoplasm eye NOS,
+2250,Benign neoplasm of brain,Benign neoplasm brain,
+2251,Benign neoplasm of cranial nerves,Benign neo cranial nerve,
+2252,Benign neoplasm of cerebral meninges,Ben neo cerebr meninges,
+2253,Benign neoplasm of spinal cord,Benign neo spinal cord,
+2254,Benign neoplasm of spinal meninges,Ben neo spinal meninges,
+2258,Benign neoplasm of other specified sites of nervous system,Benign neo nerv sys NEC,
+2259,"Benign neoplasm of nervous system, part unspecified",Benign neo nerv sys NOS,
+226,Benign neoplasm of thyroid glands,Benign neoplasm thyroid,
+2270,Benign neoplasm of adrenal gland,Benign neoplasm adrenal,
+2271,Benign neoplasm of parathyroid gland,Benign neo parathyroid,
+2273,Benign neoplasm of pituitary gland and craniopharyngeal duct,Benign neo pituitary,
+2274,Benign neoplasm of pineal gland,Ben neopl pineal gland,
+2275,Benign neoplasm of carotid body,Benign neo carotid body,
+2276,Benign neoplasm of aortic body and other paraganglia,Ben neo paraganglia NEC,
+2278,Benign neoplasm of other endocrine glands and related structures,Benign neo endocrine NEC,
+2279,"Benign neoplasm of endocrine gland, site unspecified",Benign neo endocrine NOS,
+22800,Hemangioma of unspecified site,Hemangioma NOS,
+22801,Hemangioma of skin and subcutaneous tissue,Hemangioma skin,
+22802,Hemangioma of intracranial structures,Hemangioma intracranial,
+22803,Hemangioma of retina,Hemangioma retina,
+22804,Hemangioma of intra-abdominal structures,Hemangioma intra-abdom,
+22809,Hemangioma of other sites,Hemangioma NEC,
+2281,"Lymphangioma, any site","Lymphangioma, any site",
+2290,Benign neoplasm of lymph nodes,Benign neo lymph nodes,
+2298,Benign neoplasm of other specified sites,Benign neoplasm NEC,
+2299,Benign neoplasm of unspecified site,Benign neoplasm NOS,
+2300,"Carcinoma in situ of lip, oral cavity, and pharynx",Ca in situ oral cav/phar,
+2301,Carcinoma in situ of esophagus,Ca in situ esophagus,
+2302,Carcinoma in situ of stomach,Ca in situ stomach,
+2303,Carcinoma in situ of colon,Ca in situ colon,
+2304,Carcinoma in situ of rectum,Ca in situ rectum,
+2305,Carcinoma in situ of anal canal,Ca in situ anal canal,
+2306,"Carcinoma in situ of anus, unspecified",Ca in situ anus NOS,
+2307,Carcinoma in situ of other and unspecified parts of intestine,Ca in situ bowel NEC/NOS,
+2308,Carcinoma in situ of liver and biliary system,Ca in situ liver/biliary,
+2309,Carcinoma in situ of other and unspecified digestive organs,Ca in situ GI NEC/NOS,
+2310,Carcinoma in situ of larynx,Ca in situ larynx,
+2311,Carcinoma in situ of trachea,Ca in situ trachea,
+2312,Carcinoma in situ of bronchus and lung,Ca in situ bronchus/lung,
+2318,Carcinoma in situ of other specified parts of respiratory system,Ca in situ resp sys NEC,
+2319,"Carcinoma in situ of respiratory system, part unspecified",Ca in situ resp sys NOS,
+2320,Carcinoma in situ of skin of lip,Ca in situ skin lip,
+2321,"Carcinoma in situ of eyelid, including canthus",Ca in situ eyelid,
+2322,Carcinoma in situ of skin of ear and external auditory canal,Ca in situ skin ear,
+2323,Carcinoma in situ of skin of other and unspecified parts of face,Ca in situ skin face NEC,
+2324,Carcinoma in situ of scalp and skin of neck,Ca in situ scalp,
+2325,"Carcinoma in situ of skin of trunk, except scrotum",Ca in situ skin trunk,
+2326,"Carcinoma in situ of skin of upper limb, including shoulder",Ca in situ skin arm,
+2327,"Carcinoma in situ of skin of lower limb, including hip",Ca in situ skin leg,
+2328,Carcinoma in situ of other specified sites of skin,Ca in situ skin NEC,
+2329,"Carcinoma in situ of skin, site unspecified",Ca in situ skin NOS,
+2330,Carcinoma in situ of breast,Ca in situ breast,
+2331,Carcinoma in situ of cervix uteri,Ca in situ cervix uteri,
+2332,Carcinoma in situ of other and unspecified parts of uterus,Ca in situ uterus NEC,
+23330,"Carcinoma in situ, unspecified female genital organ",Ca in situ fem gen NOS,
+23331,"Carcinoma in situ, vagina",Carcinoma in situ vagina,
+23332,"Carcinoma in situ, vulva",Carcinoma in situ vulva,
+23339,"Carcinoma in situ, other female genital organ",Ca in situ fem gen NEC,
+2334,Carcinoma in situ of prostate,Ca in situ prostate,
+2335,Carcinoma in situ of penis,Ca in situ penis,
+2336,Carcinoma in situ of other and unspecified male genital organs,Ca in situ male gen NEC,
+2337,Carcinoma in situ of bladder,Ca in situ bladder,
+2339,Carcinoma in situ of other and unspecified urinary organs,Ca in situ urinary NEC,
+2340,Carcinoma in situ of eye,Ca in situ eye,
+2348,Carcinoma in situ of other specified sites,Ca in situ NEC,
+2349,"Carcinoma in situ, site unspecified",Ca in situ NOS,
+2350,Neoplasm of uncertain behavior of major salivary glands,Unc behav neo salivary,
+2351,"Neoplasm of uncertain behavior of lip, oral cavity, and pharynx",Unc behav neo oral/phar,
+2352,"Neoplasm of uncertain behavior of stomach, intestines, and rectum",Unc behav neo intestine,
+2353,Neoplasm of uncertain behavior of liver and biliary passages,Unc behav neo liver,
+2354,Neoplasm of uncertain behavior of retroperitoneum and peritoneum,Unc behav neo peritoneum,
+2355,Neoplasm of uncertain behavior of other and unspecified digestive organs,Unc behav neo GI NEC,
+2356,Neoplasm of uncertain behavior of larynx,Unc behav neo larynx,
+2357,"Neoplasm of uncertain behavior of trachea, bronchus, and lung",Unc behav neo lung,
+2358,"Neoplasm of uncertain behavior of pleura, thymus, and mediastinum",Unc behav neo pleura,
+2359,Neoplasm of uncertain behavior of other and unspecified respiratory organs,Unc behav neo resp NEC,
+2360,Neoplasm of uncertain behavior of uterus,Uncert behav neo uterus,
+2361,Neoplasm of uncertain behavior of placenta,Unc behav neo placenta,
+2362,Neoplasm of uncertain behavior of ovary,Unc behav neo ovary,
+2363,Neoplasm of uncertain behavior of other and unspecified female genital organs,Unc behav neo female NEC,
+2364,Neoplasm of uncertain behavior of testis,Unc behav neo testis,
+2365,Neoplasm of uncertain behavior of prostate,Unc behav neo prostate,
+2366,Neoplasm of uncertain behavior of other and unspecified male genital organs,Unc behav neo male NEC,
+2367,Neoplasm of uncertain behavior of bladder,Unc behav neo bladder,
+23690,"Neoplasm of uncertain behavior of urinary organ, unspecified",Unc behav neo urinar NOS,
+23691,Neoplasm of uncertain behavior of kidney and ureter,Unc behav neo kidney,
+23699,Neoplasm of uncertain behavior of other and unspecified urinary organs,Unc behav neo urinar NEC,
+2370,Neoplasm of uncertain behavior of pituitary gland and craniopharyngeal duct,Unc behav neo pituitary,
+2371,Neoplasm of uncertain behavior of pineal gland,Unc behav neo pineal,
+2372,Neoplasm of uncertain behavior of adrenal gland,Unc behav neo adrenal,
+2373,Neoplasm of uncertain behavior of paraganglia,Unc behav neo paragang,
+2374,Neoplasm of uncertain behavior of other and unspecified endocrine glands,Uncer neo endocrine NEC,
+2375,Neoplasm of uncertain behavior of brain and spinal cord,Unc beh neo brain/spinal,
+2376,Neoplasm of uncertain behavior of meninges,Unc behav neo meninges,
+23770,"Neurofibromatosis, unspecified",Neurofibromatosis NOS,
+23771,"Neurofibromatosis, type 1 [von recklinghausen's disease]",Neurofibromatosis type I,
+23772,"Neurofibromatosis, type 2 [acoustic neurofibromatosis]",Neurofibromatosis typ II,
+23773,Schwannomatosis,Schwannomatosis,
+23779,Other neurofibromatosis,Neurofibromatosis NEC,
+2379,Neoplasm of uncertain behavior of other and unspecified parts of nervous system,Unc beh neo nerv sys NEC,
+2380,Neoplasm of uncertain behavior of bone and articular cartilage,Unc behav neo bone,
+2381,Neoplasm of uncertain behavior of connective and other soft tissue,Unc behav neo soft tissu,
+2382,Neoplasm of uncertain behavior of skin,Unc behav neo skin,
+2383,Neoplasm of uncertain behavior of breast,Unc behav neo breast,
+2384,Polycythemia vera,Polycythemia vera,
+2385,Neoplasm of uncertain behavior of histiocytic and mast cells,Mastocytoma NOS,
+2386,Neoplasm of uncertain behavior of plasma cells,Plasmacytoma NOS,
+23871,Essential thrombocythemia,Essntial thrombocythemia,
+23872,Low grade myelodysplastic syndrome lesions,Low grde myelody syn les,
+23873,High grade myelodysplastic syndrome lesions,Hi grde myelodys syn les,
+23874,Myelodysplastic syndrome with 5q deletion,Myelodyspls syn w 5q del,
+23875,"Myelodysplastic syndrome, unspecified",Myelodysplastic synd NOS,
+23876,Myelofibrosis with myeloid metaplasia,Myelofi w myelo metaplas,
+23877,Post-transplant lymphoproliferative disorder (PTLD),Post tp lymphprolif dis,
+23879,Other lymphatic and hematopoietic tissues,Lymph/hematpoitc tis NEC,
+2388,Neoplasm of uncertain behavior of other specified sites,Uncert behavior neo NEC,
+2389,"Neoplasm of uncertain behavior, site unspecified",Uncert behavior neo NOS,
+2390,Neoplasm of unspecified nature of digestive system,Digestive neoplasm NOS,
+2391,Neoplasm of unspecified nature of respiratory system,Respiratory neoplasm NOS,
+2392,"Neoplasm of unspecified nature of bone, soft tissue, and skin",Bone/skin neoplasm NOS,
+2393,Neoplasm of unspecified nature of breast,Breast neoplasm NOS,
+2394,Neoplasm of unspecified nature of bladder,Bladder neoplasm NOS,
+2395,Neoplasm of unspecified nature of other genitourinary organs,Other gu neoplasm NOS,
+2396,Neoplasm of unspecified nature of brain,Brain neoplasm NOS,
+2397,Neoplasm of unspecified nature of endocrine glands and other parts of nervous system,Endocrine/nerv neo NOS,
+23981,"Neoplasms of unspecified nature, retina and choroid",Neo retina/choroid NOS,
+23989,"Neoplasms of unspecified nature, other specified sites",Neoplasm other sites NOS,
+2399,"Neoplasm of unspecified nature, site unspecified",Neoplasm NOS,
+2400,"Goiter, specified as simple",Simple goiter,
+2409,"Goiter, unspecified",Goiter NOS,
+2410,Nontoxic uninodular goiter,Nontox uninodular goiter,
+2411,Nontoxic multinodular goiter,Nontox multinodul goiter,
+2419,Unspecified nontoxic nodular goiter,Nontox nodul goiter NOS,
+24200,Toxic diffuse goiter without mention of thyrotoxic crisis or storm,Tox dif goiter no crisis,
+24201,Toxic diffuse goiter with mention of thyrotoxic crisis or storm,Tox dif goiter w crisis,
+24210,Toxic uninodular goiter without mention of thyrotoxic crisis or storm,Tox uninod goit no cris,
+24211,Toxic uninodular goiter with mention of thyrotoxic crisis or storm,Tox uninod goit w crisis,
+24220,Toxic multinodular goiter without mention of thyrotoxic crisis or storm,Tox multnod goit no cris,
+24221,Toxic multinodular goiter with mention of thyrotoxic crisis or storm,Tox multnod goit w cris,
+24230,"Toxic nodular goiter, unspecified type, without mention of thyrotoxic crisis or storm",Tox nod goiter no crisis,
+24231,"Toxic nodular goiter, unspecified type, with mention of thyrotoxic crisis or storm",Tox nod goiter w crisis,
+24240,Thyrotoxicosis from ectopic thyroid nodule without mention of thyrotoxic crisis or storm,Thyrotox-ect nod no cris,
+24241,Thyrotoxicosis from ectopic thyroid nodule with mention of thyrotoxic crisis or storm,Thyrotox-ect nod w cris,
+24280,Thyrotoxicosis of other specified origin without mention of thyrotoxic crisis or storm,Thyrtox orig NEC no cris,
+24281,Thyrotoxicosis of other specified origin with mention of thyrotoxic crisis or storm,Thyrotox orig NEC w cris,
+24290,"Thyrotoxicosis without mention of goiter or other cause, and without mention of thyrotoxic crisis or storm",Thyrotox NOS no crisis,
+24291,"Thyrotoxicosis without mention of goiter or other cause, with mention of thyrotoxic crisis or storm",Thyrotox NOS w crisis,
+243,Congenital hypothyroidism,Congenital hypothyroidsm,
+2440,Postsurgical hypothyroidism,Postsurgical hypothyroid,
+2441,Other postablative hypothyroidism,Postablat hypothyr NEC,
+2442,Iodine hypothyroidism,Iodine hypothyroidism,
+2443,Other iatrogenic hypothyroidism,Iatrogen hypothyroid NEC,
+2448,Other specified acquired hypothyroidism,Acquired hypothyroid NEC,
+2449,Unspecified acquired hypothyroidism,Hypothyroidism NOS,
+2450,Acute thyroiditis,Acute thyroiditis,
+2451,Subacute thyroiditis,Subacute thyroiditis,
+2452,Chronic lymphocytic thyroiditis,Chr lymphocyt thyroidit,
+2453,Chronic fibrous thyroiditis,Chr fibrous thyroiditis,
+2454,Iatrogenic thyroiditis,Iatrogenic thyroiditis,
+2458,Other and unspecified chronic thyroiditis,Chr thyroiditis NEC/NOS,
+2459,"Thyroiditis, unspecified",Thyroiditis NOS,
+2460,Disorders of thyrocalcitonin secretion,Dis thyrocalciton secret,
+2461,Dyshormonogenic goiter,Dyshormonogenic goiter,
+2462,Cyst of thyroid,Cyst of thyroid,
+2463,Hemorrhage and infarction of thyroid,Hemorr/infarc thyroid,
+2468,Other specified disorders of thyroid,Disorders of thyroid NEC,
+2469,Unspecified disorder of thyroid,Disorder of thyroid NOS,
+24900,"Secondary diabetes mellitus without mention of complication, not stated as uncontrolled, or unspecified",Sec DM wo cmp nt st uncn,
+24901,"Secondary diabetes mellitus without mention of complication, uncontrolled",Sec DM wo comp uncontrld,
+24910,"Secondary diabetes mellitus with ketoacidosis, not stated as uncontrolled, or unspecified",Sec DM keto nt st uncntr,
+24911,"Secondary diabetes mellitus with ketoacidosis, uncontrolled",Sec DM ketoacd uncntrld,
+24920,"Secondary diabetes mellitus with hyperosmolarity, not stated as uncontrolled, or unspecified",Sec DM hpros nt st uncnr,
+24921,"Secondary diabetes mellitus with hyperosmolarity, uncontrolled",Sec DM hprosmlr uncntrld,
+24930,"Secondary diabetes mellitus with other coma, not stated as uncontrolled, or unspecified",Sec DM ot cma nt st uncn,
+24931,"Secondary diabetes mellitus with other coma, uncontrolled",Sec DM oth coma uncntrld,
+24940,"Secondary diabetes mellitus with renal manifestations, not stated as uncontrolled, or unspecified",Sec DM renl nt st uncntr,
+24941,"Secondary diabetes mellitus with renal manifestations, uncontrolled",Sec DM renal uncontrld,
+24950,"Secondary diabetes mellitus with ophthalmic manifestations, not stated as uncontrolled, or unspecified",Sec DM ophth nt st uncn,
+24951,"Secondary diabetes mellitus with ophthalmic manifestations, uncontrolled",Sec DM ophth uncontrld,
+24960,"Secondary diabetes mellitus with neurological manifestations, not stated as uncontrolled, or unspecified",Sec DM neuro nt st uncn,
+24961,"Secondary diabetes mellitus with neurological manifestations, uncontrolled",Sec DM neuro uncontrld,
+24970,"Secondary diabetes mellitus with peripheral circulatory disorders, not stated as uncontrolled, or unspecified",Sec DM circ nt st uncntr,
+24971,"Secondary diabetes mellitus with peripheral circulatory disorders, uncontrolled",Sec DM circ uncontrld,
+24980,"Secondary diabetes mellitus with other specified manifestations, not stated as uncontrolled, or unspecified",Sec DM oth nt st uncontr,
+24981,"Secondary diabetes mellitus with other specified manifestations, uncontrolled",Sec DM other uncontrld,
+24990,"Secondary diabetes mellitus with unspecified complication, not stated as uncontrolled, or unspecified",Sec DM unsp nt st uncon,
+24991,"Secondary diabetes mellitus with unspecified complication, uncontrolled",Sec DM unsp uncontrold,
+25000,"Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled",DMII wo cmp nt st uncntr,
+25001,"Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled",DMI wo cmp nt st uncntrl,
+25002,"Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled",DMII wo cmp uncntrld,
+25003,"Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled",DMI wo cmp uncntrld,
+25010,"Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled",DMII keto nt st uncntrld,
+25011,"Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled",DMI keto nt st uncntrld,
+25012,"Diabetes with ketoacidosis, type II or unspecified type, uncontrolled",DMII ketoacd uncontrold,
+25013,"Diabetes with ketoacidosis, type I [juvenile type], uncontrolled",DMI ketoacd uncontrold,
+25020,"Diabetes with hyperosmolarity, type II or unspecified type, not stated as uncontrolled",DMII hprsm nt st uncntrl,
+25021,"Diabetes with hyperosmolarity, type I [juvenile type], not stated as uncontrolled",DMI hprsm nt st uncntrld,
+25022,"Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled",DMII hprosmlr uncontrold,
+25023,"Diabetes with hyperosmolarity, type I [juvenile type], uncontrolled",DMI hprosmlr uncontrold,
+25030,"Diabetes with other coma, type II or unspecified type, not stated as uncontrolled",DMII o cm nt st uncntrld,
+25031,"Diabetes with other coma, type I [juvenile type], not stated as uncontrolled",DMI o cm nt st uncntrld,
+25032,"Diabetes with other coma, type II or unspecified type, uncontrolled",DMII oth coma uncontrold,
+25033,"Diabetes with other coma, type I [juvenile type], uncontrolled",DMI oth coma uncontrold,
+25040,"Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled",DMII renl nt st uncntrld,
+25041,"Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled",DMI renl nt st uncntrld,
+25042,"Diabetes with renal manifestations, type II or unspecified type, uncontrolled",DMII renal uncntrld,
+25043,"Diabetes with renal manifestations, type I [juvenile type], uncontrolled",DMI renal uncntrld,
+25050,"Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled",DMII ophth nt st uncntrl,
+25051,"Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled",DMI ophth nt st uncntrld,
+25052,"Diabetes with ophthalmic manifestations, type II or unspecified type, uncontrolled",DMII ophth uncntrld,
+25053,"Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled",DMI ophth uncntrld,
+25060,"Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled",DMII neuro nt st uncntrl,
+25061,"Diabetes with neurological manifestations, type I [juvenile type], not stated as uncontrolled",DMI neuro nt st uncntrld,
+25062,"Diabetes with neurological manifestations, type II or unspecified type, uncontrolled",DMII neuro uncntrld,
+25063,"Diabetes with neurological manifestations, type I [juvenile type], uncontrolled",DMI neuro uncntrld,
+25070,"Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled",DMII circ nt st uncntrld,
+25071,"Diabetes with peripheral circulatory disorders, type I [juvenile type], not stated as uncontrolled",DMI circ nt st uncntrld,
+25072,"Diabetes with peripheral circulatory disorders, type II or unspecified type, uncontrolled",DMII circ uncntrld,
+25073,"Diabetes with peripheral circulatory disorders, type I [juvenile type], uncontrolled",DMI circ uncntrld,
+25080,"Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled",DMII oth nt st uncntrld,
+25081,"Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled",DMI oth nt st uncntrld,
+25082,"Diabetes with other specified manifestations, type II or unspecified type, uncontrolled",DMII oth uncntrld,
+25083,"Diabetes with other specified manifestations, type I [juvenile type], uncontrolled",DMI oth uncntrld,
+25090,"Diabetes with unspecified complication, type II or unspecified type, not stated as uncontrolled",DMII unspf nt st uncntrl,
+25091,"Diabetes with unspecified complication, type I [juvenile type], not stated as uncontrolled",DMI unspf nt st uncntrld,
+25092,"Diabetes with unspecified complication, type II or unspecified type, uncontrolled",DMII unspf uncntrld,
+25093,"Diabetes with unspecified complication, type I [juvenile type], uncontrolled",DMI unspf uncntrld,
+2510,Hypoglycemic coma,Hypoglycemic coma,
+2511,Other specified hypoglycemia,Oth spcf hypoglycemia,
+2512,"Hypoglycemia, unspecified",Hypoglycemia NOS,
+2513,Postsurgical hypoinsulinemia,Postsurg hypoinsulinemia,
+2514,Abnormality of secretion of glucagon,Abn secretion glucagon,
+2515,Abnormality of secretion of gastrin,Abnorm secretion gastrin,
+2518,Other specified disorders of pancreatic internal secretion,Pancreatic disorder NEC,
+2519,Unspecified disorder of pancreatic internal secretion,Pancreatic disorder NOS,
+25200,"Hyperparathyroidism, unspecified",Hyperparathyroidism NOS,
+25201,Primary hyperparathyroidism,Primary hyperparathyroid,
+25202,"Secondary hyperparathyroidism, non-renal",Sec hyprprthyrd nonrenal,
+25208,Other hyperparathyroidism,Hyperparathyroidism NEC,
+2521,Hypoparathyroidism,Hypoparathyroidism,
+2528,Other specified disorders of parathyroid gland,Parathyroid disorder NEC,
+2529,Unspecified disorder of parathyroid gland,Parathyroid disorder NOS,
+2530,Acromegaly and gigantism,Acromegaly and gigantism,
+2531,Other and unspecified anterior pituitary hyperfunction,Ant pituit hyperfunc NEC,
+2532,Panhypopituitarism,Panhypopituitarism,
+2533,Pituitary dwarfism,Pituitary dwarfism,
+2534,Other anterior pituitary disorders,Anter pituitary dis NEC,
+2535,Diabetes insipidus,Diabetes insipidus,
+2536,Other disorders of neurohypophysis,Neurohypophysis dis NEC,
+2537,Iatrogenic pituitary disorders,Iatrogenic pituitary dis,
+2538,Other disorders of the pituitary and other syndromes of diencephalohypophyseal origin,Pituitary disorder NEC,
+2539,Unspecified disorder of the pituitary gland and its hypothalamic control,Pituitary disorder NOS,
+2540,Persistent hyperplasia of thymus,Persist hyperplas thymus,
+2541,Abscess of thymus,Abscess of thymus,
+2548,Other specified diseases of thymus gland,Diseases of thymus NEC,
+2549,Unspecified disease of thymus gland,Disease of thymus NOS,
+2550,Cushing's syndrome,Cushing's syndrome,
+25510,"Hyperaldosteronism, unspecified",Hyperaldosteronism NOS,
+25511,Glucocorticoid-remediable aldosteronism,Glucrtcod-rem aldsternsm,
+25512,Conn's syndrome,Conn's syndrome,
+25513,Bartter's syndrome,Bartter's syndrome,
+25514,Other secondary aldosteronism,Secondry aldosternsm NEC,
+2552,Adrenogenital disorders,Adrenogenital disorders,
+2553,Other corticoadrenal overactivity,Corticoadren overact NEC,
+25541,Glucocorticoid deficiency,Glucocorticoid deficient,
+25542,Mineralocorticoid deficiency,Mineralcorticoid defcnt,
+2555,Other adrenal hypofunction,Adrenal hypofunction NEC,
+2556,Medulloadrenal hyperfunction,Medulloadrenal hyperfunc,
+2558,Other specified disorders of adrenal glands,Adrenal disorder NEC,
+2559,Unspecified disorder of adrenal glands,Adrenal disorder NOS,
+2560,Hyperestrogenism,Hyperestrogenism,
+2561,Other ovarian hyperfunction,Ovarian hyperfunc NEC,
+2562,Postablative ovarian failure,Postablativ ovarian fail,
+25631,Premature menopause,Premature menopause,
+25639,Other ovarian failure,Ovarian failure NEC,
+2564,Polycystic ovaries,Polycystic ovaries,
+2568,Other ovarian dysfunction,Ovarian dysfunction NEC,
+2569,Unspecified ovarian dysfunction,Ovarian dysfunction NOS,
+2570,Testicular hyperfunction,Testicular hyperfunction,
+2571,Postablative testicular hypofunction,Postablat testic hypofun,
+2572,Other testicular hypofunction,Testicular hypofunc NEC,
+2578,Other testicular dysfunction,Testicular dysfunct NEC,
+2579,Unspecified testicular dysfunction,Testicular dysfunct NOS,
+25801,Multiple endocrine neoplasia [MEN] type I,Mult endo neoplas type I,
+25802,Multiple endocrine neoplasia [MEN] type IIA,Mult endo neop type IIA,
+25803,Multiple endocrine neoplasia [MEN] type IIB,Mult endo neop type IIB,
+2581,Other combinations of endocrine dysfunction,Comb endocr dysfunct NEC,
+2588,Other specified polyglandular dysfunction,Polyglandul dysfunc NEC,
+2589,"Polyglandular dysfunction, unspecified",Polyglandul dysfunc NOS,
+2590,"Delay in sexual development and puberty, not elsewhere classified",Delay sexual develop NEC,
+2591,"Precocious sexual development and puberty, not elsewhere classified",Sexual precocity NEC,
+2592,Carcinoid syndrome,Carcinoid syndrome,
+2593,"Ectopic hormone secretion, not elsewhere classified",Ectopic hormone secr NEC,
+2594,"Dwarfism, not elsewhere classified",Dwarfism NEC,
+25950,"Androgen insensitivity, unspecified",Androgen insensitvty NOS,
+25951,Androgen insensitivity syndrome,Androgen insensitvty syn,
+25952,Partial androgen insensitivity,Part androgen insnsitvty,
+2598,Other specified endocrine disorders,Endocrine disorders NEC,
+2599,Unspecified endocrine disorder,Endocrine disorder NOS,
+260,Kwashiorkor,Kwashiorkor,
+261,Nutritional marasmus,Nutritional marasmus,
+262,Other severe protein-calorie malnutrition,Oth severe malnutrition,
+2630,Malnutrition of moderate degree,Malnutrition mod degree,
+2631,Malnutrition of mild degree,Malnutrition mild degree,
+2632,Arrested development following protein-calorie malnutrition,Arrest devel d/t malnutr,
+2638,Other protein-calorie malnutrition,Protein-cal malnutr NEC,
+2639,Unspecified protein-calorie malnutrition,Protein-cal malnutr NOS,
+2640,Vitamin A deficiency with conjunctival xerosis,Vit A conjunctiv xerosis,
+2641,Vitamin A deficiency with conjunctival xerosis and Bitot's spot,Vit A bitot's spot,
+2642,Vitamin A deficiency with corneal xerosis,Vit A corneal xerosis,
+2643,Vitamin A deficiency with corneal ulceration and xerosis,Vit A cornea ulcer/xeros,
+2644,Vitamin A deficiency with keratomalacia,Vit A keratomalacia,
+2645,Vitamin A deficiency with night blindness,Vit A night blindness,
+2646,Vitamin A deficiency with xerophthalmic scars of cornea,Vit A def w corneal scar,
+2647,Other ocular manifestations of vitamin A deficiency,Vit A ocular defic NEC,
+2648,Other manifestations of vitamin A deficiency,Vitamin A deficiency NEC,
+2649,Unspecified vitamin A deficiency,Vitamin A deficiency NOS,
+2650,Beriberi,Beriberi,
+2651,Other and unspecified manifestations of thiamine deficiency,Thiamine defic NEC/NOS,
+2652,Pellagra,Pellagra,
+2660,Ariboflavinosis,Ariboflavinosis,
+2661,Vitamin B6 deficiency,Vitamin b6 deficiency,
+2662,Other B-complex deficiencies,B-complex defic NEC,
+2669,Unspecified vitamin B deficiency,Vitamin b deficiency NOS,
+267,Ascorbic acid deficiency,Ascorbic acid deficiency,
+2680,"Rickets, active","Rickets, active",
+2681,"Rickets, late effect","Rickets, late effect",
+2682,"Osteomalacia, unspecified",Osteomalacia NOS,
+2689,Unspecified vitamin D deficiency,Vitamin D deficiency NOS,
+2690,Deficiency of vitamin K,Deficiency of vitamin k,
+2691,Deficiency of other vitamins,Vitamin Deficiency NEC,
+2692,Unspecified vitamin deficiency,Vitamin Deficiency NOS,
+2693,"Mineral deficiency, not elsewhere classified",Mineral deficiency NEC,
+2698,Other nutritional deficiency,Nutrition deficiency NEC,
+2699,Unspecified nutritional deficiency,Nutrition deficiency NOS,
+2700,Disturbances of amino-acid transport,Amino-acid transport dis,
+2701,Phenylketonuria [PKU],Phenylketonuria - pku,
+2702,Other disturbances of aromatic amino-acid metabolism,Arom amin-acid metab NEC,
+2703,Disturbances of branched-chain amino-acid metabolism,Bran-chain amin-acid dis,
+2704,Disturbances of sulphur-bearing amino-acid metabolism,Sulph amino-acid met dis,
+2705,Disturbances of histidine metabolism,Dis histidine metabolism,
+2706,Disorders of urea cycle metabolism,Dis urea cycle metabol,
+2707,Other disturbances of straight-chain amino-acid metabolism,Straig amin-acid met NEC,
+2708,Other specified disorders of amino-acid metabolism,Dis amino-acid metab NEC,
+2709,Unspecified disorder of amino-acid metabolism,Dis amino-acid metab NOS,
+2710,Glycogenosis,Glycogenosis,
+2711,Galactosemia,Galactosemia,
+2712,Hereditary fructose intolerance,Hered fructose intoleran,
+2713,Intestinal disaccharidase deficiencies and disaccharide malabsorption,Disaccharidase def/malab,
+2714,Renal glycosuria,Renal glycosuria,
+2718,Other specified disorders of carbohydrate transport and metabolism,Dis carbohydr metab NEC,
+2719,Unspecified disorder of carbohydrate transport and metabolism,Dis carbohydr metab NOS,
+2720,Pure hypercholesterolemia,Pure hypercholesterolem,
+2721,Pure hyperglyceridemia,Pure hyperglyceridemia,
+2722,Mixed hyperlipidemia,Mixed hyperlipidemia,
+2723,Hyperchylomicronemia,Hyperchylomicronemia,
+2724,Other and unspecified hyperlipidemia,Hyperlipidemia NEC/NOS,
+2725,Lipoprotein deficiencies,Lipoprotein deficiencies,
+2726,Lipodystrophy,Lipodystrophy,
+2727,Lipidoses,Lipidoses,
+2728,Other disorders of lipoid metabolism,Lipoid metabol dis NEC,
+2729,Unspecified disorder of lipoid metabolism,Lipoid metabol dis NOS,
+2730,Polyclonal hypergammaglobulinemia,Polyclon hypergammaglobu,
+2731,Monoclonal paraproteinemia,Monoclon paraproteinemia,
+2732,Other paraproteinemias,Paraproteinemia NEC,
+2733,Macroglobulinemia,Macroglobulinemia,
+2734,Alpha-1-antitrypsin deficiency,Alpha-1-antitrypsin def,
+2738,Other disorders of plasma protein metabolism,Dis plas protein met NEC,
+2739,Unspecified disorder of plasma protein metabolism,Dis plas protein met NOS,
+27400,"Gouty arthropathy, unspecified",Gouty arthropathy NOS,
+27401,Acute gouty arthropathy,Acute gouty arthropathy,
+27402,Chronic gouty arthropathy without mention of tophus (tophi),Chr gouty atrph wo tophi,
+27403,Chronic gouty arthropathy with tophus (tophi),Chr gouty atroph w tophi,
+27410,"Gouty nephropathy, unspecified",Gouty nephropathy NOS,
+27411,Uric acid nephrolithiasis,Uric acid nephrolithias,
+27419,Other gouty nephropathy,Gouty nephropathy NEC,
+27481,Gouty tophi of ear,Gouty tophi of ear,
+27482,"Gouty tophi of other sites, except ear",Gouty tophi site NEC,
+27489,Gout with other specified manifestations,Gout w manifestation NEC,
+2749,"Gout, unspecified",Gout NOS,
+27501,Hereditary hemochromatosis,Heredit hemochromatosis,
+27502,Hemochromatosis due to repeated red blood cell transfusions,Hemochromatos-rbc trans,
+27503,Other hemochromatosis,Hemochromatosis NEC,
+27509,Other disorders of iron metabolism,Disord iron metablsm NEC,
+2751,Disorders of copper metabolism,Dis copper metabolism,
+2752,Disorders of magnesium metabolism,Dis magnesium metabolism,
+2753,Disorders of phosphorus metabolism,Dis phosphorus metabol,
+27540,Unspecified disorder of calcium metabolism,Dis calcium metablsm NOS,
+27541,Hypocalcemia,Hypocalcemia,
+27542,Hypercalcemia,Hypercalcemia,
+27549,Other disorders of calcium metabolism,Dis calcium metablsm NEC,
+2755,Hungry bone syndrome,Hungry bone syndrome,
+2758,Other specified disorders of mineral metabolism,Dis mineral metabol NEC,
+2759,Unspecified disorder of mineral metabolism,Dis mineral metabol NOS,
+2760,Hyperosmolality and/or hypernatremia,Hyperosmolality,
+2761,Hyposmolality and/or hyponatremia,Hyposmolality,
+2762,Acidosis,Acidosis,
+2763,Alkalosis,Alkalosis,
+2764,Mixed acid-base balance disorder,Mixed acid-base bal dis,
+27650,"Volume depletion, unspecified",Volume depletion NOS,
+27651,Dehydration,Dehydration,
+27652,Hypovolemia,Hypovolemia,
+27661,Transfusion associated circulatory overload,Transfsn w circ overload,
+27669,Other fluid overload,Fluid overload NEC,
+2767,Hyperpotassemia,Hyperpotassemia,
+2768,Hypopotassemia,Hypopotassemia,
+2769,Electrolyte and fluid disorders not elsewhere classified,Electrolyt/fluid dis NEC,
+27700,Cystic fibrosis without mention of meconium ileus,Cystic fibros w/o ileus,
+27701,Cystic fibrosis with meconium ileus,Cystic fibrosis w ileus,
+27702,Cystic fibrosis with pulmonary manifestations,Cystic fibros w pul man,
+27703,Cystic fibrosis with gastrointestinal manifestations,Cystic fibrosis w GI man,
+27709,Cystic fibrosis with other manifestations,Cystic fibrosis NEC,
+2771,Disorders of porphyrin metabolism,Dis porphyrin metabolism,
+2772,Other disorders of purine and pyrimidine metabolism,Purine/pyrimid dis NEC,
+27730,"Amyloidosis, unspecified",Amyloidosis NOS,
+27731,Familial Mediterranean fever,Fam Mediterranean fever,
+27739,Other amyloidosis,Amyloidosis NEC,
+2774,Disorders of bilirubin excretion,Dis bilirubin excretion,
+2775,Mucopolysaccharidosis,Mucopolysaccharidosis,
+2776,Other deficiencies of circulating enzymes,Defic circul enzyme NEC,
+2777,Dysmetabolic syndrome X,Dysmetabolic syndrome x,
+27781,Primary carnitine deficiency,Primary carnitine defncy,
+27782,Carnitine deficiency due to inborn errors of metabolism,Crnitne def d/t nb met,
+27783,Iatrogenic carnitine deficiency,Iatrogenic carnitine def,
+27784,Other secondary carnitine deficiency,Sec carnitine defncy NEC,
+27785,Disorders of fatty acid oxidation,Disorders acid oxidation,
+27786,Peroxisomal disorders,Peroxisomal disorders,
+27787,Disorders of mitochondrial metabolism,Dis mitochondrial metab,
+27788,Tumor lysis syndrome,Tumor lysis syndrome,
+27789,Other specified disorders of metabolism,Metabolism disorder NEC,
+2779,Unspecified disorder of metabolism,Metabolism disorder NOS,
+27800,"Obesity, unspecified",Obesity NOS,
+27801,Morbid obesity,Morbid obesity,
+27802,Overweight,Overweight,
+27803,Obesity hypoventilation syndrome,Obesity hypovent synd,
+2781,Localized adiposity,Localized adiposity,
+2782,Hypervitaminosis A,Hypervitaminosis a,
+2783,Hypercarotinemia,Hypercarotinemia,
+2784,Hypervitaminosis D,Hypervitaminosis d,
+2788,Other hyperalimentation,Other hyperalimentation,
+27900,"Hypogammaglobulinemia, unspecified",Hypogammaglobulinem NOS,
+27901,Selective IgA immunodeficiency,Selective iga immunodef,
+27902,Selective IgM immunodeficiency,Selective IgM immunodef,
+27903,Other selective immunoglobulin deficiencies,Selective ig defic NEC,
+27904,Congenital hypogammaglobulinemia,Cong hypogammaglobulinem,
+27905,Immunodeficiency with increased IgM,Immunodefic w hyper-igm,
+27906,Common variable immunodeficiency,Common variabl immunodef,
+27909,Other deficiency of humoral immunity,Humoral immunity def NEC,
+27910,"Immunodeficiency with predominant T-cell defect, unspecified",Immundef t-cell def NOS,
+27911,Digeorge's syndrome,Digeorge's syndrome,
+27912,Wiskott-aldrich syndrome,Wiskott-aldrich syndrome,
+27913,Nezelof's syndrome,Nezelof's syndrome,
+27919,Other deficiency of cell-mediated immunity,Defic cell immunity NOS,
+2792,Combined immunity deficiency,Combined immunity defic,
+2793,Unspecified immunity deficiency,Immunity deficiency NOS,
+27941,Autoimmune lymphoproliferative syndrome,Autoimmun lymphprof synd,
+27949,"Autoimmune disease, not elsewhere classified",Autoimmune disease NEC,
+27950,"Graft-versus-host disease, unspecified",Graft-versus-host NOS,
+27951,Acute graft-versus-host disease,Ac graft-versus-host dis,
+27952,Chronic graft-versus-host disease,Chronc graft-vs-host dis,
+27953,Acute on chronic graft-versus-host disease,Ac on chrn grft-vs-host,
+2798,Other specified disorders involving the immune mechanism,Immune mechanism dis NEC,
+2799,Unspecified disorder of immune mechanism,Immune mechanism dis NOS,
+2800,Iron deficiency anemia secondary to blood loss (chronic),Chr blood loss anemia,
+2801,Iron deficiency anemia secondary to inadequate dietary iron intake,Iron def anemia dietary,
+2808,Other specified iron deficiency anemias,Iron defic anemia NEC,
+2809,"Iron deficiency anemia, unspecified",Iron defic anemia NOS,
+2810,Pernicious anemia,Pernicious anemia,
+2811,Other vitamin B12 deficiency anemia,B12 defic anemia NEC,
+2812,Folate-deficiency anemia,Folate-deficiency anemia,
+2813,Other specified megaloblastic anemias not elsewhere classified,Megaloblastic anemia NEC,
+2814,Protein-deficiency anemia,Protein defic anemia,
+2818,Anemia associated with other specified nutritional deficiency,Nutritional anemia NEC,
+2819,Unspecified deficiency anemia,Deficiency anemia NOS,
+2820,Hereditary spherocytosis,Hereditary spherocytosis,
+2821,Hereditary elliptocytosis,Heredit elliptocytosis,
+2822,Anemias due to disorders of glutathione metabolism,Glutathione dis anemia,
+2823,Other hemolytic anemias due to enzyme deficiency,Enzyme defic anemia NEC,
+28240,"Thalassemia, unspecified","Thalassemia, unspecified",
+28241,Sickle-cell thalassemia without crisis,Thlasema Hb-S w/o crisis,
+28242,Sickle-cell thalassemia with crisis,Thlassemia Hb-S w crisis,
+28243,Alpha thalassemia,Alpha thalassemia,
+28244,Beta thalassemia,Beta thalassemia,
+28245,Delta-beta thalassemia,Delta-beta thalassemia,
+28246,Thalassemia minor,Thalassemia minor,
+28247,Hemoglobin E-beta thalassemia,Hgb E-beta thalassemia,
+28249,Other thalassemia,Thalassemia NEC,
+2825,Sickle-cell trait,Sickle-cell trait,
+28260,"Sickle-cell disease, unspecified",Sickle cell disease NOS,
+28261,Hb-SS disease without crisis,Hb-SS disease w/o crisis,
+28262,Hb-SS disease with crisis,Hb-SS disease w crisis,
+28263,Sickle-cell/Hb-C disease without crisis,Hb-SS/hb-C dis w/o crsis,
+28264,Sickle-cell/Hb-C disease with crisis,Hb-S/Hb-C dis w crisis,
+28268,Other sickle-cell disease without crisis,Hb-S dis w/o crisis NEC,
+28269,Other sickle-cell disease with crisis,Hb-SS dis NEC w crisis,
+2827,Other hemoglobinopathies,Hemoglobinopathies NEC,
+2828,Other specified hereditary hemolytic anemias,Hered hemolytic anem NEC,
+2829,"Hereditary hemolytic anemia, unspecified",Hered hemolytic anem NOS,
+2830,Autoimmune hemolytic anemias,Autoimmun hemolytic anem,
+28310,"Non-autoimmune hemolytic anemia, unspecified",Nonauto hem anemia NOS,
+28311,Hemolytic-uremic syndrome,Hemolytic uremic synd,
+28319,Other non-autoimmune hemolytic anemias,Oth nonauto hem anemia,
+2832,Hemoglobinuria due to hemolysis from external causes,Hemolytic hemoglobinuria,
+2839,"Acquired hemolytic anemia, unspecified",Acq hemolytic anemia NOS,
+28401,Constitutional red blood cell aplasia,Constitution RBC aplasia,
+28409,Other constitutional aplastic anemia,Const aplastc anemia NEC,
+28411,Antineoplastic chemotherapy induced pancytopenia,Antin chemo indcd pancyt,
+28412,Other drug-induced pancytopenia,Oth drg indcd pancytopna,
+28419,Other pancytopenia,Other pancytopenia,
+2842,Myelophthisis,Myelophthisis,
+28481,Red cell aplasia (acquired)(adult)(with thymoma),Red cell aplasia,
+28489,Other specified aplastic anemias,Aplastic anemias NEC,
+2849,"Aplastic anemia, unspecified",Aplastic anemia NOS,
+2850,Sideroblastic anemia,Sideroblastic anemia,
+2851,Acute posthemorrhagic anemia,Ac posthemorrhag anemia,
+28521,Anemia in chronic kidney disease,Anemia in chr kidney dis,
+28522,Anemia in neoplastic disease,Anemia in neoplastic dis,
+28529,Anemia of other chronic disease,Anemia-other chronic dis,
+2853,Antineoplastic chemotherapy induced anemia,Anemia d/t antineo chemo,
+2858,Other specified anemias,Anemia NEC,
+2859,"Anemia, unspecified",Anemia NOS,
+2860,Congenital factor VIII disorder,Cong factor viii diord,
+2861,Congenital factor IX disorder,Cong factor IX disorder,
+2862,Congenital factor XI deficiency,Cong factor xi disorder,
+2863,Congenital deficiency of other clotting factors,Cong def clot factor NEC,
+2864,Von Willebrand's disease,Von willebrand's disease,
+28652,Acquired hemophilia,Acquired hemophilia,
+28653,Antiphospholipid antibody with hemorrhagic disorder,Antiphospholipid w hemor,
+28659,"Other hemorrhagic disorder due to intrinsic circulating anticoagulants, antibodies, or inhibitors",Ot hem d/t circ anticoag,
+2866,Defibrination syndrome,Defibrination syndrome,
+2867,Acquired coagulation factor deficiency,Acq coagul factor defic,
+2869,Other and unspecified coagulation defects,Coagulat defect NEC/NOS,
+2870,Allergic purpura,Allergic purpura,
+2871,Qualitative platelet defects,Thrombocytopathy,
+2872,Other nonthrombocytopenic purpuras,Purpura NOS,
+28730,"Primary thrombocytopenia,unspecified",Prim thrombocytopen NOS,
+28731,Immune thrombocytopenic purpura,Immune thrombocyt purpra,
+28732,Evans' syndrome,Evans' syndrome,
+28733,Congenital and hereditary thrombocytopenic purpura,Cong/herid thromb purpra,
+28739,Other primary thrombocytopenia,Prim thrombocytopen NEC,
+28741,Posttransfusion purpura,Posttransfusion purpura,
+28749,Other secondary thrombocytopenia,Sec thrombocytpenia NEC,
+2875,"Thrombocytopenia, unspecified",Thrombocytopenia NOS,
+2878,Other specified hemorrhagic conditions,Hemorrhagic cond NEC,
+2879,Unspecified hemorrhagic conditions,Hemorrhagic cond NOS,
+28800,"Neutropenia, unspecified",Neutropenia NOS,
+28801,Congenital neutropenia,Congenital neutropenia,
+28802,Cyclic neutropenia,Cyclic neutropenia,
+28803,Drug induced neutropenia,Drug induced neutropenia,
+28804,Neutropenia due to infection,Neutropenia d/t infectn,
+28809,Other neutropenia,Neutropenia NEC,
+2881,Functional disorders of polymorphonuclear neutrophils,Function dis neutrophils,
+2882,Genetic anomalies of leukocytes,Genetic anomaly leukocyt,
+2883,Eosinophilia,Eosinophilia,
+2884,Hemophagocytic syndromes,Hemophagocytic syndromes,
+28850,"Leukocytopenia, unspecified",Leukocytopenia NOS,
+28851,Lymphocytopenia,Lymphocytopenia,
+28859,Other decreased white blood cell count,Decreased WBC count NEC,
+28860,"Leukocytosis, unspecified",Leukocytosis NOS,
+28861,Lymphocytosis (symptomatic),Lymphocytosis-symptomatc,
+28862,Leukemoid reaction,Leukemoid reaction,
+28863,Monocytosis (symptomatic),Monocytosis-symptomatic,
+28864,Plasmacytosis,Plasmacytosis,
+28865,Basophilia,Basophilia,
+28866,Bandemia,Bandemia,
+28869,Other elevated white blood cell count,Elevated WBC count NEC,
+2888,Other specified disease of white blood cells,Wbc disease NEC,
+2889,Unspecified disease of white blood cells,Wbc disease NOS,
+2890,"Polycythemia, secondary",Secondary polycythemia,
+2891,Chronic lymphadenitis,Chronic lymphadenitis,
+2892,Nonspecific mesenteric lymphadenitis,Mesenteric lymphadenitis,
+2893,"Lymphadenitis, unspecified, except mesenteric",Lymphadenitis NOS,
+2894,Hypersplenism,Hypersplenism,
+28950,"Disease of spleen, unspecified",Spleen disease NOS,
+28951,Chronic congestive splenomegaly,Chr congest splenomegaly,
+28952,Splenic sequestration,Splenic sequestration,
+28953,Neutropenic splenomegaly,Neutropenic splenomegaly,
+28959,Other diseases of spleen,Spleen disease NEC,
+2896,Familial polycythemia,Familial polycythemia,
+2897,Methemoglobinemia,Methemoglobinemia,
+28981,Primary hypercoagulable state,Prim hypercoagulable st,
+28982,Secondary hypercoagulable state,Sec hypercoagulable st,
+28983,Myelofibrosis,Myelofibrosis,
+28984,Heparin-induced thrombocytopenia (HIT),Heparin-indu thrombocyto,
+28989,Other specified diseases of blood and blood-forming organs,Blood diseases NEC,
+2899,Unspecified diseases of blood and blood-forming organs,Blood disease NOS,
+2900,"Senile dementia, uncomplicated",Senile dementia uncomp,
+29010,"Presenile dementia, uncomplicated",Presenile dementia,
+29011,Presenile dementia with delirium,Presenile delirium,
+29012,Presenile dementia with delusional features,Presenile delusion,
+29013,Presenile dementia with depressive features,Presenile depression,
+29020,Senile dementia with delusional features,Senile delusion,
+29021,Senile dementia with depressive features,Senile depressive,
+2903,Senile dementia with delirium,Senile delirium,
+29040,"Vascular dementia, uncomplicated","Vascular dementia,uncomp",
+29041,"Vascular dementia, with delirium",Vasc dementia w delirium,
+29042,"Vascular dementia, with delusions",Vasc dementia w delusion,
+29043,"Vascular dementia, with depressed mood",Vasc dementia w depressn,
+2908,Other specified senile psychotic conditions,Senile psychosis NEC,
+2909,Unspecified senile psychotic condition,Senile psychot cond NOS,
+2910,Alcohol withdrawal delirium,Delirium tremens,
+2911,Alcohol-induced persisting amnestic disorder,Alcohol amnestic disordr,
+2912,Alcohol-induced persisting dementia,Alcohol persist dementia,
+2913,Alcohol-induced psychotic disorder with hallucinations,Alcoh psy dis w hallucin,
+2914,Idiosyncratic alcohol intoxication,Pathologic alcohol intox,
+2915,Alcohol-induced psychotic disorder with delusions,Alcoh psych dis w delus,
+29181,Alcohol withdrawal,Alcohol withdrawal,
+29182,Alcohol induced sleep disorders,Alcoh induce sleep disor,
+29189,Other alcohol-induced mental disorders,Alcohol mental disor NEC,
+2919,Unspecified alcohol-induced mental disorders,Alcohol mental disor NOS,
+2920,Drug withdrawal,Drug withdrawal,
+29211,Drug-induced psychotic disorder with delusions,Drug psych disor w delus,
+29212,Drug-induced psychotic disorder with hallucinations,Drug psy dis w hallucin,
+2922,Pathological drug intoxication,Pathologic drug intox,
+29281,Drug-induced delirium,Drug-induced delirium,
+29282,Drug-induced persisting dementia,Drug persisting dementia,
+29283,Drug-induced persisting amnestic disorder,Drug persist amnestc dis,
+29284,Drug-induced mood disorder,Drug-induced mood disord,
+29285,Drug induced sleep disorders,Drug induced sleep disor,
+29289,Other specified drug-induced mental disorders,Drug mental disorder NEC,
+2929,Unspecified drug-induced mental disorder,Drug mental disorder NOS,
+2930,Delirium due to conditions classified elsewhere,Delirium d/t other cond,
+2931,Subacute delirium,Subacute delirium,
+29381,Psychotic disorder with delusions in conditions classified elsewhere,Psy dis w delus oth dis,
+29382,Psychotic disorder with hallucinations in conditions classified elsewhere,Psy dis w halluc oth dis,
+29383,Mood disorder in conditions classified elsewhere,Mood disorder other dis,
+29384,Anxiety disorder in conditions classified elsewhere,Anxiety disorder oth dis,
+29389,"Other specified transient mental disorders due to conditions classified elsewhere, other",Transient mental dis NEC,
+2939,Unspecified transient mental disorder in conditions classified elsewhere,Transient mental dis NOS,
+2940,Amnestic disorder in conditions classified elsewhere,Amnestic disord oth dis,
+29410,Dementia in conditions classified elsewhere without behavioral disturbance,Dementia w/o behav dist,
+29411,Dementia in conditions classified elsewhere with behavioral disturbance,Dementia w behavior dist,
+29420,"Dementia, unspecified, without behavioral disturbance",Demen NOS w/o behv dstrb,
+29421,"Dementia, unspecified, with behavioral disturbance",Demen NOS w behav distrb,
+2948,Other persistent mental disorders due to conditions classified elsewhere,Mental disor NEC oth dis,
+2949,Unspecified persistent mental disorders due to conditions classified elsewhere,Mental disor NOS oth dis,
+29500,"Simple type schizophrenia, unspecified",Simpl schizophren-unspec,
+29501,"Simple type schizophrenia, subchronic",Simpl schizophren-subchr,
+29502,"Simple type schizophrenia, chronic",Simple schizophren-chr,
+29503,"Simple type schizophrenia, subchronic with acute exacerbation",Simp schiz-subchr/exacer,
+29504,"Simple type schizophrenia, chronic with acute exacerbation",Simpl schizo-chr/exacerb,
+29505,"Simple type schizophrenia, in remission",Simpl schizophren-remiss,
+29510,"Disorganized type schizophrenia, unspecified",Hebephrenia-unspec,
+29511,"Disorganized type schizophrenia, subchronic",Hebephrenia-subchronic,
+29512,"Disorganized type schizophrenia, chronic",Hebephrenia-chronic,
+29513,"Disorganized type schizophrenia, subchronic with acute exacerbation",Hebephren-subchr/exacerb,
+29514,"Disorganized type schizophrenia, chronic with acute exacerbation",Hebephrenia-chr/exacerb,
+29515,"Disorganized type schizophrenia, in remission",Hebephrenia-remission,
+29520,"Catatonic type schizophrenia, unspecified",Catatonia-unspec,
+29521,"Catatonic type schizophrenia, subchronic",Catatonia-subchronic,
+29522,"Catatonic type schizophrenia, chronic",Catatonia-chronic,
+29523,"Catatonic type schizophrenia, subchronic with acute exacerbation",Catatonia-subchr/exacerb,
+29524,"Catatonic type schizophrenia, chronic with acute exacerbation",Catatonia-chr/exacerb,
+29525,"Catatonic type schizophrenia, in remission",Catatonia-remission,
+29530,"Paranoid type schizophrenia, unspecified",Paranoid schizo-unspec,
+29531,"Paranoid type schizophrenia, subchronic",Paranoid schizo-subchr,
+29532,"Paranoid type schizophrenia, chronic",Paranoid schizo-chronic,
+29533,"Paranoid type schizophrenia, subchronic with acute exacerbation",Paran schizo-subchr/exac,
+29534,"Paranoid type schizophrenia, chronic with acute exacerbation",Paran schizo-chr/exacerb,
+29535,"Paranoid type schizophrenia, in remission",Paranoid schizo-remiss,
+29540,"Schizophreniform disorder, unspecified",Schizophreniform dis NOS,
+29541,"Schizophreniform disorder, subchronic",Schizophrenic dis-subchr,
+29542,"Schizophreniform disorder, chronic",Schizophren dis-chronic,
+29543,"Schizophreniform disorder, subchronic with acute exacerbation",Schizo dis-subchr/exacer,
+29544,"Schizophreniform disorder, chronic with acute exacerbation",Schizophr dis-chr/exacer,
+29545,"Schizophreniform disorder, in remission",Schizophrenic dis-remiss,
+29550,"Latent schizophrenia, unspecified",Latent schizophren-unsp,
+29551,"Latent schizophrenia, subchronic",Lat schizophren-subchr,
+29552,"Latent schizophrenia, chronic",Latent schizophren-chr,
+29553,"Latent schizophrenia, subchronic with acute exacerbation",Lat schizo-subchr/exacer,
+29554,"Latent schizophrenia, chronic with acute exacerbation",Latent schizo-chr/exacer,
+29555,"Latent schizophrenia, in remission",Lat schizophren-remiss,
+29560,"Schizophrenic disorders, residual type, unspecified",Schizophr dis resid NOS,
+29561,"Schizophrenic disorders, residual type, subchronic",Schizoph dis resid-subch,
+29562,"Schizophrenic disorders, residual type, chronic",Schizophr dis resid-chr,
+29563,"Schizophrenic disorders, residual type, subchronic with acute exacerbation",Schizo resid subchr/exac,
+29564,"Schizophrenic disorders, residual type, chronic with acute exacerbation",Schizoph resid-chro/exac,
+29565,"Schizophrenic disorders, residual type, in remission",Schizoph dis resid-remis,
+29570,"Schizoaffective disorder, unspecified",Schizoaffective dis NOS,
+29571,"Schizoaffective disorder, subchronic",Schizoaffectv dis-subchr,
+29572,"Schizoaffective disorder, chronic",Schizoaffective dis-chr,
+29573,"Schizoaffective disorder, subchronic with acute exacerbation",Schizoaff dis-subch/exac,
+29574,"Schizoaffective disorder, chronic with acute exacerbation",Schizoafftv dis-chr/exac,
+29575,"Schizoaffective disorder, in remission",Schizoaffectve dis-remis,
+29580,"Other specified types of schizophrenia, unspecified",Schizophrenia NEC-unspec,
+29581,"Other specified types of schizophrenia, subchronic",Schizophrenia NEC-subchr,
+29582,"Other specified types of schizophrenia, chronic",Schizophrenia NEC-chr,
+29583,"Other specified types of schizophrenia, subchronic with acute exacerbation",Schizo NEC-subchr/exacer,
+29584,"Other specified types of schizophrenia, chronic with acute exacerbation",Schizo NEC-chr/exacerb,
+29585,"Other specified types of schizophrenia, in remission",Schizophrenia NEC-remiss,
+29590,"Unspecified schizophrenia, unspecified",Schizophrenia NOS-unspec,
+29591,"Unspecified schizophrenia, subchronic",Schizophrenia NOS-subchr,
+29592,"Unspecified schizophrenia, chronic",Schizophrenia NOS-chr,
+29593,"Unspecified schizophrenia, subchronic with acute exacerbation",Schizo NOS-subchr/exacer,
+29594,"Unspecified schizophrenia, chronic with acute exacerbation",Schizo NOS-chr/exacerb,
+29595,"Unspecified schizophrenia, in remission",Schizophrenia NOS-remiss,
+29600,"Bipolar I disorder, single manic episode, unspecified",Bipol I single manic NOS,
+29601,"Bipolar I disorder, single manic episode, mild",Bipol I single manc-mild,
+29602,"Bipolar I disorder, single manic episode, moderate",Bipol I single manic-mod,
+29603,"Bipolar I disorder, single manic episode, severe, without mention of psychotic behavior",Bipol I sing-sev w/o psy,
+29604,"Bipolar I disorder, single manic episode, severe, specified as with psychotic behavior",Bipo I sin man-sev w psy,
+29605,"Bipolar I disorder, single manic episode, in partial or unspecified remission",Bipol I sing man rem NOS,
+29606,"Bipolar I disorder, single manic episode, in full remission",Bipol I single manic rem,
+29610,"Manic affective disorder, recurrent episode, unspecified",Recur manic dis-unspec,
+29611,"Manic affective disorder, recurrent episode, mild",Recur manic dis-mild,
+29612,"Manic affective disorder, recurrent episode, moderate",Recur manic dis-mod,
+29613,"Manic affective disorder, recurrent episode, severe, without mention of psychotic behavior",Recur manic dis-severe,
+29614,"Manic affective disorder, recurrent episode, severe, specified as with psychotic behavior",Recur manic-sev w psycho,
+29615,"Manic affective disorder, recurrent episode, in partial or unspecified remission",Recur manic-part remiss,
+29616,"Manic affective disorder, recurrent episode, in full remission",Recur manic-full remiss,
+29620,"Major depressive affective disorder, single episode, unspecified",Depress psychosis-unspec,
+29621,"Major depressive affective disorder, single episode, mild",Depress psychosis-mild,
+29622,"Major depressive affective disorder, single episode, moderate",Depressive psychosis-mod,
+29623,"Major depressive affective disorder, single episode, severe, without mention of psychotic behavior",Depress psychosis-severe,
+29624,"Major depressive affective disorder, single episode, severe, specified as with psychotic behavior",Depr psychos-sev w psych,
+29625,"Major depressive affective disorder, single episode, in partial or unspecified remission",Depr psychos-part remiss,
+29626,"Major depressive affective disorder, single episode, in full remission",Depr psychos-full remiss,
+29630,"Major depressive affective disorder, recurrent episode, unspecified",Recurr depr psychos-unsp,
+29631,"Major depressive affective disorder, recurrent episode, mild",Recurr depr psychos-mild,
+29632,"Major depressive affective disorder, recurrent episode, moderate",Recurr depr psychos-mod,
+29633,"Major depressive affective disorder, recurrent episode, severe, without mention of psychotic behavior",Recur depr psych-severe,
+29634,"Major depressive affective disorder, recurrent episode, severe, specified as with psychotic behavior",Rec depr psych-psychotic,
+29635,"Major depressive affective disorder, recurrent episode, in partial or unspecified remission",Recur depr psyc-part rem,
+29636,"Major depressive affective disorder, recurrent episode, in full remission",Recur depr psyc-full rem,
+29640,"Bipolar I disorder, most recent episode (or current) manic, unspecified",Bipol I currnt manic NOS,
+29641,"Bipolar I disorder, most recent episode (or current) manic, mild",Bipol I curnt manic-mild,
+29642,"Bipolar I disorder, most recent episode (or current) manic, moderate",Bipol I currnt manic-mod,
+29643,"Bipolar I disorder, most recent episode (or current) manic, severe, without mention of psychotic behavior",Bipol I manc-sev w/o psy,
+29644,"Bipolar I disorder, most recent episode (or current) manic, severe, specified as with psychotic behavior",Bipol I manic-sev w psy,
+29645,"Bipolar I disorder, most recent episode (or current) manic, in partial or unspecified remission",Bipol I cur man part rem,
+29646,"Bipolar I disorder, most recent episode (or current) manic, in full remission",Bipol I cur man full rem,
+29650,"Bipolar I disorder, most recent episode (or current) depressed, unspecified",Bipol I cur depres NOS,
+29651,"Bipolar I disorder, most recent episode (or current) depressed, mild",Bipol I cur depress-mild,
+29652,"Bipolar I disorder, most recent episode (or current) depressed, moderate",Bipol I cur depress-mod,
+29653,"Bipolar I disorder, most recent episode (or current) depressed, severe, without mention of psychotic behavior",Bipol I curr dep w/o psy,
+29654,"Bipolar I disorder, most recent episode (or current) depressed, severe, specified as with psychotic behavior",Bipol I currnt dep w psy,
+29655,"Bipolar I disorder, most recent episode (or current) depressed, in partial or unspecified remission",Bipol I cur dep rem NOS,
+29656,"Bipolar I disorder, most recent episode (or current) depressed, in full remission",Bipol I currnt dep remis,
+29660,"Bipolar I disorder, most recent episode (or current) mixed, unspecified",Bipol I currnt mixed NOS,
+29661,"Bipolar I disorder, most recent episode (or current) mixed, mild",Bipol I currnt mix-mild,
+29662,"Bipolar I disorder, most recent episode (or current) mixed, moderate",Bipol I currnt mixed-mod,
+29663,"Bipolar I disorder, most recent episode (or current) mixed, severe, without mention of psychotic behavior",Bipol I cur mix w/o psy,
+29664,"Bipolar I disorder, most recent episode (or current) mixed, severe, specified as with psychotic behavior",Bipol I cur mixed w psy,
+29665,"Bipolar I disorder, most recent episode (or current) mixed, in partial or unspecified remission",Bipol I cur mix-part rem,
+29666,"Bipolar I disorder, most recent episode (or current) mixed, in full remission",Bipol I cur mixed remiss,
+2967,"Bipolar I disorder, most recent episode (or current) unspecified",Bipolor I current NOS,
+29680,"Bipolar disorder, unspecified",Bipolar disorder NOS,
+29681,Atypical manic disorder,Atypical manic disorder,
+29682,Atypical depressive disorder,Atypical depressive dis,
+29689,Other bipolar disorders,Bipolar disorder NEC,
+29690,Unspecified episodic mood disorder,Episodic mood disord NOS,
+29699,Other specified episodic mood disorder,Episodic mood disord NEC,
+2970,"Paranoid state, simple","Paranoid state, simple",
+2971,Delusional disorder,Delusional disorder,
+2972,Paraphrenia,Paraphrenia,
+2973,Shared psychotic disorder,Shared psychotic disord,
+2978,Other specified paranoid states,Paranoid states NEC,
+2979,Unspecified paranoid state,Paranoid state NOS,
+2980,Depressive type psychosis,React depress psychosis,
+2981,Excitative type psychosis,Excitativ type psychosis,
+2982,Reactive confusion,Reactive confusion,
+2983,Acute paranoid reaction,Acute paranoid reaction,
+2984,Psychogenic paranoid psychosis,Psychogen paranoid psych,
+2988,Other and unspecified reactive psychosis,React psychosis NEC/NOS,
+2989,Unspecified psychosis,Psychosis NOS,
+29900,"Autistic disorder, current or active state",Autistic disord-current,
+29901,"Autistic disorder, residual state",Autistic disord-residual,
+29910,"Childhood disintegrative disorder, current or active state",Childhd disintegr-active,
+29911,"Childhood disintegrative disorder, residual state",Childhd disintegr-resid,
+29980,"Other specified pervasive developmental disorders, current or active state",Pervasv dev dis-cur NEC,
+29981,"Other specified pervasive developmental disorders, residual state",Pervasv dev dis-res NEC,
+29990,"Unspecified pervasive developmental disorder, current or active state",Pervasv dev dis-cur NOS,
+29991,"Unspecified pervasive developmental disorder, residual state",Pervasv dev dis-res NOS,
+30000,"Anxiety state, unspecified",Anxiety state NOS,
+30001,Panic disorder without agoraphobia,Panic dis w/o agorphobia,
+30002,Generalized anxiety disorder,Generalized anxiety dis,
+30009,Other anxiety states,Anxiety state NEC,
+30010,"Hysteria, unspecified",Hysteria NOS,
+30011,Conversion disorder,Conversion disorder,
+30012,Dissociative amnesia,Dissociative amnesia,
+30013,Dissociative fugue,Dissociative fugue,
+30014,Dissociative identity disorder,Dissociatve identity dis,
+30015,"Dissociative disorder or reaction, unspecified",Dissociative react NOS,
+30016,Factitious disorder with predominantly psychological signs and symptoms,Factitious dis w symptom,
+30019,Other and unspecified factitious illness,Factitious ill NEC/NOS,
+30020,"Phobia, unspecified",Phobia NOS,
+30021,Agoraphobia with panic disorder,Agoraphobia w panic dis,
+30022,Agoraphobia without mention of panic attacks,Agoraphobia w/o panic,
+30023,Social phobia,Social phobia,
+30029,Other isolated or specific phobias,Isolated/spec phobia NEC,
+3003,Obsessive-compulsive disorders,Obsessive-compulsive dis,
+3004,Dysthymic disorder,Dysthymic disorder,
+3005,Neurasthenia,Neurasthenia,
+3006,Depersonalization disorder,Depersonalization disord,
+3007,Hypochondriasis,Hypochondriasis,
+30081,Somatization disorder,Somatization disorder,
+30082,Undifferentiated somatoform disorder,Undiff somatoform disrdr,
+30089,Other somatoform disorders,Somatoform disorders NEC,
+3009,Unspecified nonpsychotic mental disorder,Nonpsychotic disord NOS,
+3010,Paranoid personality disorder,Paranoid personality,
+30110,"Affective personality disorder, unspecified",Affectiv personality NOS,
+30111,Chronic hypomanic personality disorder,Chronic hypomanic person,
+30112,Chronic depressive personality disorder,Chr depressive person,
+30113,Cyclothymic disorder,Cyclothymic disorder,
+30120,"Schizoid personality disorder, unspecified",Schizoid personality NOS,
+30121,Introverted personality,Introverted personality,
+30122,Schizotypal personality disorder,Schizotypal person dis,
+3013,Explosive personality disorder,Explosive personality,
+3014,Obsessive-compulsive personality disorder,Obsessive-compulsive dis,
+30150,"Histrionic personality disorder, unspecified",Histrionic person NOS,
+30151,Chronic factitious illness with physical symptoms,Chr factitious illness,
+30159,Other histrionic personality disorder,Histrionic person NEC,
+3016,Dependent personality disorder,Dependent personality,
+3017,Antisocial personality disorder,Antisocial personality,
+30181,Narcissistic personality disorder,Narcissistic personality,
+30182,Avoidant personality disorder,Avoidant personality dis,
+30183,Borderline personality disorder,Borderline personality,
+30184,Passive-aggressive personality,Passive-aggressiv person,
+30189,Other personality disorders,Personality disorder NEC,
+3019,Unspecified personality disorder,Personality disorder NOS,
+3020,Ego-dystonic sexual orientation,Ego-dystonic sex orient,
+3021,Zoophilia,Zoophilia,
+3022,Pedophilia,Pedophilia,
+3023,Transvestic fetishism,Transvestic fetishism,
+3024,Exhibitionism,Exhibitionism,
+30250,Trans-sexualism with unspecified sexual history,Trans-sexualism NOS,
+30251,Trans-sexualism with asexual history,"Trans-sexualism, asexual",
+30252,Trans-sexualism with homosexual history,"Trans-sexual, homosexual",
+30253,Trans-sexualism with heterosexual history,"Trans-sex, heterosexual",
+3026,Gender identity disorder in children,Gendr identity dis-child,
+30270,"Psychosexual dysfunction, unspecified",Psychosexual dysfunc NOS,
+30271,Hypoactive sexual desire disorder,Hypoactive sex desire,
+30272,Psychosexual dysfunction with inhibited sexual excitement,Inhibited sex excitement,
+30273,Female orgasmic disorder,Female orgasmic disorder,
+30274,Male orgasmic disorder,Male orgasmic disorder,
+30275,Premature ejaculation,Premature ejaculation,
+30276,"Dyspareunia, psychogenic","Dyspareunia,psychogenic",
+30279,Psychosexual dysfunction with other specified psychosexual dysfunctions,Psychosexual dysfunc NEC,
+30281,Fetishism,Fetishism,
+30282,Voyeurism,Voyeurism,
+30283,Sexual masochism,Sexual masochism,
+30284,Sexual sadism,Sexual sadism,
+30285,Gender identity disorder in adolescents or adults,"Gend iden dis,adol/adult",
+30289,Other specified psychosexual disorders,Psychosexual dis NEC,
+3029,Unspecified psychosexual disorder,Psychosexual dis NOS,
+30300,"Acute alcoholic intoxication in alcoholism, unspecified",Ac alcohol intox-unspec,
+30301,"Acute alcoholic intoxication in alcoholism, continuous",Ac alcohol intox-contin,
+30302,"Acute alcoholic intoxication in alcoholism, episodic",Ac alcohol intox-episod,
+30303,"Acute alcoholic intoxication in alcoholism, in remission",Ac alcohol intox-remiss,
+30390,"Other and unspecified alcohol dependence, unspecified",Alcoh dep NEC/NOS-unspec,
+30391,"Other and unspecified alcohol dependence, continuous",Alcoh dep NEC/NOS-contin,
+30392,"Other and unspecified alcohol dependence, episodic",Alcoh dep NEC/NOS-episod,
+30393,"Other and unspecified alcohol dependence, in remission",Alcoh dep NEC/NOS-remiss,
+30400,"Opioid type dependence, unspecified",Opioid dependence-unspec,
+30401,"Opioid type dependence, continuous",Opioid dependence-contin,
+30402,"Opioid type dependence, episodic",Opioid dependence-episod,
+30403,"Opioid type dependence, in remission",Opioid dependence-remiss,
+30410,"Sedative, hypnotic or anxiolytic dependence, unspecified","Sed,hyp,anxiolyt dep-NOS",
+30411,"Sedative, hypnotic or anxiolytic dependence, continuous","Sed,hyp,anxiolyt dep-con",
+30412,"Sedative, hypnotic or anxiolytic dependence, episodic","Sed,hyp,anxiolyt dep-epi",
+30413,"Sedative, hypnotic or anxiolytic dependence, in remission","Sed,hyp,anxiolyt dep-rem",
+30420,"Cocaine dependence, unspecified",Cocaine depend-unspec,
+30421,"Cocaine dependence, continuous",Cocaine depend-contin,
+30422,"Cocaine dependence, episodic",Cocaine depend-episodic,
+30423,"Cocaine dependence, in remission",Cocaine depend-remiss,
+30430,"Cannabis dependence, unspecified",Cannabis depend-unspec,
+30431,"Cannabis dependence, continuous",Cannabis depend-contin,
+30432,"Cannabis dependence, episodic",Cannabis depend-episodic,
+30433,"Cannabis dependence, in remission",Cannabis depend-remiss,
+30440,"Amphetamine and other psychostimulant dependence, unspecified",Amphetamin depend-unspec,
+30441,"Amphetamine and other psychostimulant dependence, continuous",Amphetamin depend-contin,
+30442,"Amphetamine and other psychostimulant dependence, episodic",Amphetamin depend-episod,
+30443,"Amphetamine and other psychostimulant dependence, in remission",Amphetamin depend-remiss,
+30450,"Hallucinogen dependence, unspecified",Hallucinogen dep-unspec,
+30451,"Hallucinogen dependence, continuous",Hallucinogen dep-contin,
+30452,"Hallucinogen dependence, episodic",Hallucinogen dep-episod,
+30453,"Hallucinogen dependence, in remission",Hallucinogen dep-remiss,
+30460,"Other specified drug dependence, unspecified",Drug depend NEC-unspec,
+30461,"Other specified drug dependence, continuous",Drug depend NEC-contin,
+30462,"Other specified drug dependence, episodic",Drug depend NEC-episodic,
+30463,"Other specified drug dependence, in remission",Drug depend NEC-in rem,
+30470,"Combinations of opioid type drug with any other drug dependence, unspecified",Opioid/other dep-unspec,
+30471,"Combinations of opioid type drug with any other drug dependence, continuous",Opioid/other dep-contin,
+30472,"Combinations of opioid type drug with any other drug dependence, episodic",Opioid/other dep-episod,
+30473,"Combinations of opioid type drug with any other drug dependence, in remission",Opioid/other dep-remiss,
+30480,"Combinations of drug dependence excluding opioid type drug, unspecified",Comb drug dep NEC-unspec,
+30481,"Combinations of drug dependence excluding opioid type drug, continuous",Comb drug dep NEC-contin,
+30482,"Combinations of drug dependence excluding opioid type drug, episodic",Comb drug dep NEC-episod,
+30483,"Combinations of drug dependence excluding opioid type drug, in remission",Comb drug dep NEC-remiss,
+30490,"Unspecified drug dependence, unspecified",Drug depend NOS-unspec,
+30491,"Unspecified drug dependence, continuous",Drug depend NOS-contin,
+30492,"Unspecified drug dependence, episodic",Drug depend NOS-episodic,
+30493,"Unspecified drug dependence, in remission",Drug depend NOS-remiss,
+30500,"Alcohol abuse, unspecified",Alcohol abuse-unspec,
+30501,"Alcohol abuse, continuous",Alcohol abuse-continuous,
+30502,"Alcohol abuse, episodic",Alcohol abuse-episodic,
+30503,"Alcohol abuse, in remission",Alcohol abuse-in remiss,
+3051,Tobacco use disorder,Tobacco use disorder,
+30520,"Cannabis abuse, unspecified",Cannabis abuse-unspec,
+30521,"Cannabis abuse, continuous",Cannabis abuse-contin,
+30522,"Cannabis abuse, episodic",Cannabis abuse-episodic,
+30523,"Cannabis abuse, in remission",Cannabis abuse-in remiss,
+30530,"Hallucinogen abuse, unspecified",Hallucinog abuse-unspec,
+30531,"Hallucinogen abuse, continuous",Hallucinog abuse-contin,
+30532,"Hallucinogen abuse, episodic",Hallucinog abuse-episod,
+30533,"Hallucinogen abuse, in remission",Hallucinog abuse-remiss,
+30540,"Sedative, hypnotic or anxiolytic abuse, unspecified","Sed,hyp,anxiolytc ab-NOS",
+30541,"Sedative, hypnotic or anxiolytic abuse, continuous","Sed,hyp,anxiolytc ab-con",
+30542,"Sedative, hypnotic or anxiolytic abuse, episodic","Sed,hyp,anxiolytc ab-epi",
+30543,"Sedative, hypnotic or anxiolytic abuse, in remission","Sed,hyp,anxiolytc ab-rem",
+30550,"Opioid abuse, unspecified",Opioid abuse-unspec,
+30551,"Opioid abuse, continuous",Opioid abuse-continuous,
+30552,"Opioid abuse, episodic",Opioid abuse-episodic,
+30553,"Opioid abuse, in remission",Opioid abuse-in remiss,
+30560,"Cocaine abuse, unspecified",Cocaine abuse-unspec,
+30561,"Cocaine abuse, continuous",Cocaine abuse-continuous,
+30562,"Cocaine abuse, episodic",Cocaine abuse-episodic,
+30563,"Cocaine abuse, in remission",Cocaine abuse-in remiss,
+30570,"Amphetamine or related acting sympathomimetic abuse, unspecified",Amphetamine abuse-unspec,
+30571,"Amphetamine or related acting sympathomimetic abuse, continuous",Amphetamine abuse-contin,
+30572,"Amphetamine or related acting sympathomimetic abuse, episodic",Amphetamine abuse-episod,
+30573,"Amphetamine or related acting sympathomimetic abuse, in remission",Amphetamine abuse-remiss,
+30580,"Antidepressant type abuse, unspecified",Antidepress abuse-unspec,
+30581,"Antidepressant type abuse, continuous",Antidepress abuse-contin,
+30582,"Antidepressant type abuse, episodic",Antidepress abuse-episod,
+30583,"Antidepressant type abuse, in remission",Antidepress abuse-remiss,
+30590,"Other, mixed, or unspecified drug abuse, unspecified",Drug abuse NEC-unspec,
+30591,"Other, mixed, or unspecified drug abuse, continuous",Drug abuse NEC-contin,
+30592,"Other, mixed, or unspecified drug abuse, episodic",Drug abuse NEC-episodic,
+30593,"Other, mixed, or unspecified drug abuse, in remission",Drug abuse NEC-in remiss,
+3060,Musculoskeletal malfunction arising from mental factors,Psychogen musculskel dis,
+3061,Respiratory malfunction arising from mental factors,Psychogenic respir dis,
+3062,Cardiovascular malfunction arising from mental factors,Psychogen cardiovasc dis,
+3063,Skin disorder arising from mental factors,Psychogenic skin disease,
+3064,Gastrointestinal malfunction arising from mental factors,Psychogenic GI disease,
+30650,"Psychogenic genitourinary malfunction, unspecified",Psychogenic gu dis NOS,
+30651,Psychogenic vaginismus,Psychogenic vaginismus,
+30652,Psychogenic dysmenorrhea,Psychogenic dysmenorrhea,
+30653,Psychogenic dysuria,Psychogenic dysuria,
+30659,Other genitourinary malfunction arising from mental factors,Psychogenic gu dis NEC,
+3066,Endocrine disorder arising from mental factors,Psychogen endocrine dis,
+3067,Disorder of organs of special sense arising from mental factors,Psychogenic sensory dis,
+3068,Other specified psychophysiological malfunction,Psychogenic disorder NEC,
+3069,Unspecified psychophysiological malfunction,Psychogenic disorder NOS,
+3070,Adult onset fluency disorder,Adult onset flncy disord,
+3071,Anorexia nervosa,Anorexia nervosa,
+30720,"Tic disorder, unspecified",Tic disorder NOS,
+30721,Transient tic disorder,Transient tic disorder,
+30722,Chronic motor or vocal tic disorder,Chr motor/vocal tic dis,
+30723,Tourette's disorder,Tourette's disorder,
+3073,Stereotypic movement disorder,Stereotypic movement dis,
+30740,"Nonorganic sleep disorder, unspecified",Nonorganic sleep dis NOS,
+30741,Transient disorder of initiating or maintaining sleep,Transient insomnia,
+30742,Persistent disorder of initiating or maintaining sleep,Persistent insomnia,
+30743,Transient disorder of initiating or maintaining wakefulness,Transient hypersomnia,
+30744,Persistent disorder of initiating or maintaining wakefulness,Persistent hypersomnia,
+30745,Circadian rhythm sleep disorder of nonorganic origin,Nonorganic circadian rhy,
+30746,Sleep arousal disorder,Sleep arousal disorder,
+30747,Other dysfunctions of sleep stages or arousal from sleep,Sleep stage dysfunc NEC,
+30748,Repetitive intrusions of sleep,Repetit sleep intrusion,
+30749,Other specific disorders of sleep of nonorganic origin,Nonorganic sleep dis NEC,
+30750,"Eating disorder, unspecified",Eating disorder NOS,
+30751,Bulimia nervosa,Bulimia nervosa,
+30752,Pica,Pica,
+30753,Rumination disorder,Rumination disorder,
+30754,Psychogenic vomiting,Psychogenic vomiting,
+30759,Other disorders of eating,Eating disorder NEC,
+3076,Enuresis,Enuresis,
+3077,Encopresis,Encopresis,
+30780,"Psychogenic pain, site unspecified",Psychogenic pain NOS,
+30781,Tension headache,Tension headache,
+30789,Other pain disorders related to psychological factors,Psychogenic pain NEC,
+3079,"Other and unspecified special symptoms or syndromes, not elsewhere classified",Special symptom NEC/NOS,
+3080,Predominant disturbance of emotions,"Stress react, emotional",
+3081,Predominant disturbance of consciousness,"Stress reaction, fugue",
+3082,Predominant psychomotor disturbance,"Stress react, psychomot",
+3083,Other acute reactions to stress,Acute stress react NEC,
+3084,Mixed disorders as reaction to stress,"Stress react, mixed dis",
+3089,Unspecified acute reaction to stress,Acute stress react NOS,
+3090,Adjustment disorder with depressed mood,Adjustmnt dis w depressn,
+3091,Prolonged depressive reaction,Prolong depressive react,
+30921,Separation anxiety disorder,Separation anxiety,
+30922,Emancipation disorder of adolescence and early adult life,Emancipation disorder,
+30923,Specific academic or work inhibition,Academic/work inhibition,
+30924,Adjustment disorder with anxiety,Adjustment dis w anxiety,
+30928,Adjustment disorder with mixed anxiety and depressed mood,Adjust dis w anxiety/dep,
+30929,Other adjustment reactions with predominant disturbance of other emotions,Adj react-emotion NEC,
+3093,Adjustment disorder with disturbance of conduct,Adjust disor/dis conduct,
+3094,Adjustment disorder with mixed disturbance of emotions and conduct,Adj dis-emotion/conduct,
+30981,Posttraumatic stress disorder,Posttraumatic stress dis,
+30982,Adjustment reaction with physical symptoms,Adjust react-phys sympt,
+30983,Adjustment reaction with withdrawal,Adjust react-withdrawal,
+30989,Other specified adjustment reactions,Adjustment reaction NEC,
+3099,Unspecified adjustment reaction,Adjustment reaction NOS,
+3100,Frontal lobe syndrome,Frontal lobe syndrome,
+3101,Personality change due to conditions classified elsewhere,Personality chg oth dis,
+3102,Postconcussion syndrome,Postconcussion syndrome,
+31081,Pseudobulbar affect,Pseudobulbar affect,
+31089,Other specified nonpsychotic mental disorders following organic brain damage,Nonpsych mntl disord NEC,
+3109,Unspecified nonpsychotic mental disorder following organic brain damage,Nonpsychot brain syn NOS,
+311,"Depressive disorder, not elsewhere classified",Depressive disorder NEC,
+31200,"Undersocialized conduct disorder, aggressive type, unspecified",Unsocial aggress-unspec,
+31201,"Undersocialized conduct disorder, aggressive type, mild",Unsocial aggression-mild,
+31202,"Undersocialized conduct disorder, aggressive type, moderate",Unsocial aggression-mod,
+31203,"Undersocialized conduct disorder, aggressive type, severe",Unsocial aggress-severe,
+31210,"Undersocialized conduct disorder, unaggressive type, unspecified",Unsocial unaggress-unsp,
+31211,"Undersocialized conduct disorder, unaggressive type, mild",Unsocial unaggress-mild,
+31212,"Undersocialized conduct disorder, unaggressive type, moderate",Unsocial unaggress-mod,
+31213,"Undersocialized conduct disorder, unaggressive type, severe",Unsocial unaggr-severe,
+31220,"Socialized conduct disorder, unspecified",Social conduct dis-unsp,
+31221,"Socialized conduct disorder, mild",Social conduct dis-mild,
+31222,"Socialized conduct disorder, moderate",Social conduct dis-mod,
+31223,"Socialized conduct disorder, severe",Social conduct dis-sev,
+31230,"Impulse control disorder, unspecified",Impulse control dis NOS,
+31231,Pathological gambling,Pathological gambling,
+31232,Kleptomania,Kleptomania,
+31233,Pyromania,Pyromania,
+31234,Intermittent explosive disorder,Intermitt explosive dis,
+31235,Isolated explosive disorder,Isolated explosive dis,
+31239,Other disorders of impulse control,Impulse control dis NEC,
+3124,Mixed disturbance of conduct and emotions,Mix dis conduct/emotion,
+31281,"Conduct disorder, childhood onset type",Cndct dsrdr chldhd onst,
+31282,"Conduct disorder, adolescent onset type",Cndct dsrdr adlscnt onst,
+31289,Other conduct disorder,Other conduct disorder,
+3129,Unspecified disturbance of conduct,Conduct disturbance NOS,
+3130,Overanxious disorder specific to childhood and adolescence,Overanxious disorder,
+3131,Misery and unhappiness disorder specific to childhood and adolescence,Misery & unhappiness dis,
+31321,Shyness disorder of childhood,Shyness disorder-child,
+31322,Introverted disorder of childhood,Introverted dis-child,
+31323,Selective mutism,Selective mutism,
+3133,Relationship problems specific to childhood and adolescence,Relationship problems,
+31381,Oppositional defiant disorder,Opposition defiant disor,
+31382,Identity disorder of childhood or adolescence,Identity disorder,
+31383,Academic underachievement disorder of childhood or adolescence,Academic underachievment,
+31389,Other emotional disturbances of childhood or adolescence,Emotional dis child NEC,
+3139,Unspecified emotional disturbance of childhood or adolescence,Emotional dis child NOS,
+31400,Attention deficit disorder without mention of hyperactivity,Attn defic nonhyperact,
+31401,Attention deficit disorder with hyperactivity,Attn deficit w hyperact,
+3141,Hyperkinesis with developmental delay,Hyperkinet w devel delay,
+3142,Hyperkinetic conduct disorder,Hyperkinetic conduct dis,
+3148,Other specified manifestations of hyperkinetic syndrome,Other hyperkinetic synd,
+3149,Unspecified hyperkinetic syndrome,Hyperkinetic synd NOS,
+31500,"Developmental reading disorder, unspecified",Reading disorder NOS,
+31501,Alexia,Alexia,
+31502,Developmental dyslexia,Developmental dyslexia,
+31509,Other specific developmental reading disorder,Reading disorder NEC,
+3151,Mathematics disorder,Mathematics disorder,
+3152,Other specific developmental learning difficulties,Oth learning difficulty,
+31531,Expressive language disorder,Expressive language dis,
+31532,Mixed receptive-expressive language disorder,Recp-expres language dis,
+31534,Speech and language developmental delay due to hearing loss,Speech del d/t hear loss,
+31535,Childhood onset fluency disorder,Chldhd onset flncy disor,
+31539,Other developmental speech or language disorder,Speech/language dis NEC,
+3154,Developmental coordination disorder,Devel coordination dis,
+3155,Mixed development disorder,Mixed development dis,
+3158,Other specified delays in development,Development delays NEC,
+3159,Unspecified delay in development,Development delay NOS,
+316,Psychic factors associated with diseases classified elsewhere,Psychic factor w oth dis,
+317,Mild intellectual disabilities,Mild intellect disabilty,
+3180,Moderate intellectual disabilities,Mod intellect disability,
+3181,Severe intellectual disabilities,Sev intellect disability,
+3182,Profound intellectual disabilities,Profnd intellct disablty,
+319,Unspecified intellectual disabilities,Intellect disability NOS,
+3200,Hemophilus meningitis,Hemophilus meningitis,
+3201,Pneumococcal meningitis,Pneumococcal meningitis,
+3202,Streptococcal meningitis,Streptococcal meningitis,
+3203,Staphylococcal meningitis,Staphylococc meningitis,
+3207,Meningitis in other bacterial diseases classified elsewhere,Mening in oth bact dis,
+32081,Anaerobic meningitis,Anaerobic meningitis,
+32082,"Meningitis due to gram-negative bacteria, not elsewhere classified",Mningts gram-neg bct NEC,
+32089,Meningitis due to other specified bacteria,Meningitis oth spcf bact,
+3209,Meningitis due to unspecified bacterium,Bacterial meningitis NOS,
+3210,Cryptococcal meningitis,Cryptococcal meningitis,
+3211,Meningitis in other fungal diseases,Mening in oth fungal dis,
+3212,Meningitis due to viruses not elsewhere classified,Mening in oth viral dis,
+3213,Meningitis due to trypanosomiasis,Trypanosomiasis meningit,
+3214,Meningitis in sarcoidosis,Meningit d/t sarcoidosis,
+3218,Meningitis due to other nonbacterial organisms classified elsewhere,Mening in oth nonbac dis,
+3220,Nonpyogenic meningitis,Nonpyogenic meningitis,
+3221,Eosinophilic meningitis,Eosinophilic meningitis,
+3222,Chronic meningitis,Chronic meningitis,
+3229,"Meningitis, unspecified",Meningitis NOS,
+32301,Encephalitis and encephalomyelitis in viral diseases classified elsewhere,Enceph/encephmye oth dis,
+32302,Myelitis in viral diseases classified elsewhere,Myelitis-oth viral dis,
+3231,"Encephalitis, myelitis, and encephalomyelitis in rickettsial diseases classified elsewhere",Rickettsial encephalitis,
+3232,"Encephalitis, myelitis, and encephalomyelitis in protozoal diseases classified elsewhere",Protozoal encephalitis,
+32341,Other encephalitis and encephalomyelitis due to other infections classified elsewhere,Ot encph/mye ot inf else,
+32342,Other myelitis due to other infections classified elsewhere,Oth myelitis ot inf else,
+32351,Encephalitis and encephalomyelitis following immunization procedures,Enceph/myel folwg immune,
+32352,Myelitis following immunization procedures,Myelitis follwg immune,
+32361,Infectious acute disseminated encephalomyelitis (ADEM),Inf ac dis encephalomyel,
+32362,Other postinfectious encephalitis and encephalomyelitis,Postinf encephalitis NEC,
+32363,Postinfectious myelitis,Postinfectious myelitis,
+32371,Toxic encephalitis and encephalomyelitis,Toxic encph & encephlomy,
+32372,Toxic myelitis,Toxic myelitis,
+32381,Other causes of encephalitis and encephalomyelitis,Enceph & encephlalo NEC,
+32382,Other causes of myelitis,Myelitis cause NEC,
+3239,"Unspecified causes of encephalitis, myelitis, and encephalomyelitis",Encephalitis NOS,
+3240,Intracranial abscess,Intracranial abscess,
+3241,Intraspinal abscess,Intraspinal abscess,
+3249,Intracranial and intraspinal abscess of unspecified site,Cns abscess NOS,
+325,Phlebitis and thrombophlebitis of intracranial venous sinuses,Phlebitis intrcran sinus,
+326,Late effects of intracranial abscess or pyogenic infection,Late eff cns abscess,
+32700,"Organic insomnia, unspecified",Organic insomnia NOS,
+32701,Insomnia due to medical condition classified elsewhere,Insomnia in other dis,
+32702,Insomnia due to mental disorder,Insomnia dt mental disor,
+32709,Other organic insomnia,Organic insomnia NEC,
+32710,"Organic hypersomnia, unspecified",Organic hypersomnia NOS,
+32711,Idiopathic hypersomnia with long sleep time,Idio hypersom-long sleep,
+32712,Idiopathic hypersomnia without long sleep time,Idio hypersom-no lng slp,
+32713,Recurrent hypersomnia,Recurrent hypersomnia,
+32714,Hypersomnia due to medical condition classified elsewhere,Hypersomnia in other dis,
+32715,Hypersomnia due to mental disorder,Hypersom dt mental disor,
+32719,Other organic hypersomnia,Organic hypersomnia NEC,
+32720,"Organic sleep apnea, unspecified",Organic sleep apnea NOS,
+32721,Primary central sleep apnea,Prim central sleep apnea,
+32722,High altitude periodic breathing,High altitude breathing,
+32723,Obstructive sleep apnea (adult)(pediatric),Obstructive sleep apnea,
+32724,Idiopathic sleep related non-obstructive alveolar hypoventilation,Idiopath sleep hypovent,
+32725,Congenital central alveolar hypoventilation syndrome,Cong cntrl hypovent synd,
+32726,Sleep related hypoventilation/hypoxemia in conditions classifiable elsewhere,Sleep hypovent oth dis,
+32727,Central sleep apnea in conditions classified elsewhere,Cntrl sleep apnea ot dis,
+32729,Other organic sleep apnea,Organic sleep apnea NEC,
+32730,"Circadian rhythm sleep disorder, unspecified",Circadian rhym sleep NOS,
+32731,"Circadian rhythm sleep disorder, delayed sleep phase type",Circadian rhy-delay slp,
+32732,"Circadian rhythm sleep disorder, advanced sleep phase type",Circadian rhy-advc sleep,
+32733,"Circadian rhythm sleep disorder, irregular sleep-wake type",Circadian rhym-irreg slp,
+32734,"Circadian rhythm sleep disorder, free-running type",Circadian rhym-free run,
+32735,"Circadian rhythm sleep disorder, jet lag type",Circadian rhythm-jetlag,
+32736,"Circadian rhythm sleep disorder, shift work type",Circadian rhy-shift work,
+32737,Circadian rhythm sleep disorder in conditions classified elsewhere,Circadian rhym oth dis,
+32739,Other circadian rhythm sleep disorder,Circadian rhym sleep NEC,
+32740,"Organic parasomnia, unspecified",Organic parasomnia NOS,
+32741,Confusional arousals,Confusional arousals,
+32742,REM sleep behavior disorder,REM sleep behavior dis,
+32743,Recurrent isolated sleep paralysis,Recurrnt sleep paralysis,
+32744,Parasomnia in conditions classified elsewhere,Parasomnia oth diseases,
+32749,Other organic parasomnia,Organic parasomnia NEC,
+32751,Periodic limb movement disorder,Periodic limb movement,
+32752,Sleep related leg cramps,Sleep related leg cramps,
+32753,Sleep related bruxism,Sleep related bruxism,
+32759,Other organic sleep related movement disorders,Organic sleep movemt NEC,
+3278,Other organic sleep disorders,Sleep organic disord NEC,
+3300,Leukodystrophy,Leukodystrophy,
+3301,Cerebral lipidoses,Cerebral lipidoses,
+3302,Cerebral degeneration in generalized lipidoses,Cereb degen in lipidosis,
+3303,Cerebral degeneration of childhood in other diseases classified elsewhere,Cerb deg chld in oth dis,
+3308,Other specified cerebral degenerations in childhood,Cereb degen in child NEC,
+3309,Unspecified cerebral degeneration in childhood,Cereb degen in child NOS,
+3310,Alzheimer's disease,Alzheimer's disease,
+33111,Pick's disease,Pick's disease,
+33119,Other frontotemporal dementia,Frontotemp dementia NEC,
+3312,Senile degeneration of brain,Senile degenerat brain,
+3313,Communicating hydrocephalus,Communicat hydrocephalus,
+3314,Obstructive hydrocephalus,Obstructiv hydrocephalus,
+3315,Idiopathic normal pressure hydrocephalus (INPH),Norml pressure hydroceph,
+3316,Corticobasal degeneration,Corticobasal degneration,
+3317,Cerebral degeneration in diseases classified elsewhere,Cereb degen in oth dis,
+33181,Reye's syndrome,Reye's syndrome,
+33182,Dementia with lewy bodies,Dementia w Lewy bodies,
+33183,"Mild cognitive impairment, so stated",Mild cognitive impairemt,
+33189,Other cerebral degeneration,Cereb degeneration NEC,
+3319,"Cerebral degeneration, unspecified",Cereb degeneration NOS,
+3320,Paralysis agitans,Paralysis agitans,
+3321,Secondary parkinsonism,Secondary parkinsonism,
+3330,Other degenerative diseases of the basal ganglia,Degen basal ganglia NEC,
+3331,Essential and other specified forms of tremor,Tremor NEC,
+3332,Myoclonus,Myoclonus,
+3333,Tics of organic origin,Tics of organic origin,
+3334,Huntington's chorea,Huntington's chorea,
+3335,Other choreas,Chorea NEC,
+3336,Genetic torsion dystonia,Genetic torsion dystonia,
+33371,Athetoid cerebral palsy,Athetoid cerebral palsy,
+33372,Acute dystonia due to drugs,Acute dystonia d/t drugs,
+33379,Other acquired torsion dystonia,Acq torsion dystonia NEC,
+33381,Blepharospasm,Blepharospasm,
+33382,Orofacial dyskinesia,Orofacial dyskinesia,
+33383,Spasmodic torticollis,Spasmodic torticollis,
+33384,Organic writers' cramp,Organic writers' cramp,
+33385,Subacute dyskinesia due to drugs,Subac dyskinesa d/t drug,
+33389,Other fragments of torsion dystonia,Fragm torsion dyston NEC,
+33390,Unspecified extrapyramidal disease and abnormal movement disorder,Extrapyramidal dis NOS,
+33391,Stiff-man syndrome,Stiff-man syndrome,
+33392,Neuroleptic malignant syndrome,Neuroleptic malgnt synd,
+33393,Benign shuddering attacks,Bnign shuddering attacks,
+33394,Restless legs syndrome (RLS),Restless legs syndrome,
+33399,Other extrapyramidal diseases and abnormal movement disorders,Extrapyramidal dis NEC,
+3340,Friedreich's ataxia,Friedreich's ataxia,
+3341,Hereditary spastic paraplegia,Hered spastic paraplegia,
+3342,Primary cerebellar degeneration,Primary cerebellar degen,
+3343,Other cerebellar ataxia,Cerebellar ataxia NEC,
+3344,Cerebellar ataxia in diseases classified elsewhere,Cerebel atax in oth dis,
+3348,Other spinocerebellar diseases,Spinocerebellar dis NEC,
+3349,"Spinocerebellar disease, unspecified",Spinocerebellar dis NOS,
+3350,Werdnig-Hoffmann disease,Werdnig-hoffmann disease,
+33510,"Spinal muscular atrophy, unspecified",Spinal muscl atrophy NOS,
+33511,Kugelberg-Welander disease,Kugelberg-welander dis,
+33519,Other spinal muscular atrophy,Spinal muscl atrophy NEC,
+33520,Amyotrophic lateral sclerosis,Amyotrophic sclerosis,
+33521,Progressive muscular atrophy,Prog muscular atrophy,
+33522,Progressive bulbar palsy,Progressive bulbar palsy,
+33523,Pseudobulbar palsy,Pseudobulbar palsy,
+33524,Primary lateral sclerosis,Prim lateral sclerosis,
+33529,Other motor neuron disease,Motor neuron disease NEC,
+3358,Other anterior horn cell diseases,Ant horn cell dis NEC,
+3359,"Anterior horn cell disease, unspecified",Ant horn cell dis NOS,
+3360,Syringomyelia and syringobulbia,Syringomyelia,
+3361,Vascular myelopathies,Vascular myelopathies,
+3362,Subacute combined degeneration of spinal cord in diseases classified elsewhere,Comb deg cord in oth dis,
+3363,Myelopathy in other diseases classified elsewhere,Myelopathy in oth dis,
+3368,Other myelopathy,Myelopathy NEC,
+3369,Unspecified disease of spinal cord,Spinal cord disease NOS,
+33700,"Idiopathic peripheral autonomic neuropathy, unspecified",Idio perph auto neur NOS,
+33701,Carotid sinus syndrome,Carotid sinus syndrome,
+33709,Other idiopathic peripheral autonomic neuropathy,Idio perph auto neur NEC,
+3371,Peripheral autonomic neuropathy in disorders classified elsewhere,Aut neuropthy in oth dis,
+33720,"Reflex sympathetic dystrophy, unspecified",Unsp rflx sympth dystrph,
+33721,Reflex sympathetic dystrophy of the upper limb,Rflx sym dystrph up limb,
+33722,Reflex sympathetic dystrophy of the lower limb,Rflx sym dystrph lwr lmb,
+33729,Reflex sympathetic dystrophy of other specified site,Rflx sym dystrph oth st,
+3373,Autonomic dysreflexia,Autonomic dysreflexia,
+3379,Unspecified disorder of autonomic nervous system,Autonomic nerve dis NEC,
+3380,Central pain syndrome,Central pain syndrome,
+33811,Acute pain due to trauma,Acute pain due to trauma,
+33812,Acute post-thoracotomy pain,Acute post-thoracot pain,
+33818,Other acute postoperative pain,Acute postop pain NEC,
+33819,Other acute pain,Acute pain NEC,
+33821,Chronic pain due to trauma,Chronc pain d/t trauma,
+33822,Chronic post-thoracotomy pain,Chron post-thoracot pain,
+33828,Other chronic postoperative pain,Chronic postop pain NEC,
+33829,Other chronic pain,Chronic pain NEC,
+3383,Neoplasm related pain (acute) (chronic),Neoplasm related pain,
+3384,Chronic pain syndrome,Chronic pain syndrome,
+33900,"Cluster headache syndrome, unspecified",Cluster headache syn NOS,
+33901,Episodic cluster headache,Episodc cluster headache,
+33902,Chronic cluster headache,Chronic cluster headache,
+33903,Episodic paroxysmal hemicrania,Episdc paroxyml hemicran,
+33904,Chronic paroxysmal hemicrania,Chr paroxysml hemicrania,
+33905,Short lasting unilateral neuralgiform headache with conjunctival injection and tearing,Shrt lst uni nral hdache,
+33909,Other trigeminal autonomic cephalgias,Trigem autonmc cephl NEC,
+33910,"Tension type headache, unspecified",Tension headache NOS,
+33911,Episodic tension type headache,Episdic tension headache,
+33912,Chronic tension type headache,Chronic tension headache,
+33920,"Post-traumatic headache, unspecified",Post-trauma headache NOS,
+33921,Acute post-traumatic headache,Ac post-trauma headache,
+33922,Chronic post-traumatic headache,Chr post-trauma headache,
+3393,"Drug induced headache, not elsewhere classified",Drug induce headache NEC,
+33941,Hemicrania continua,Hemicrania continua,
+33942,New daily persistent headache,New daily pers headache,
+33943,Primary thunderclap headache,Prim thnderclap headache,
+33944,Other complicated headache syndrome,Comp headache synd NEC,
+33981,Hypnic headache,Hypnic headache,
+33982,Headache associated with sexual activity,Headache w sex activity,
+33983,Primary cough headache,Primary cough headache,
+33984,Primary exertional headache,Prim exertion headache,
+33985,Primary stabbing headache,Prim stabbing headache,
+33989,Other headache syndromes,Headache syndrome NEC,
+340,Multiple sclerosis,Multiple sclerosis,
+3410,Neuromyelitis optica,Neuromyelitis optica,
+3411,Schilder's disease,Schilder's disease,
+34120,Acute (transverse) myelitis NOS,Acute myelitis NOS,
+34121,Acute (transverse) myelitis in conditions classified elsewhere,Acute myelitis oth cond,
+34122,Idiopathic transverse myelitis,Idiopathc trans myelitis,
+3418,Other demyelinating diseases of central nervous system,Cns demyelination NEC,
+3419,"Demyelinating disease of central nervous system, unspecified",Cns demyelination NOS,
+34200,Flaccid hemiplegia and hemiparesis affecting unspecified side,Flccd hmiplga unspf side,
+34201,Flaccid hemiplegia and hemiparesis affecting dominant side,Flccd hmiplga domnt side,
+34202,Flaccid hemiplegia and hemiparesis affecting nondominant side,Flccd hmiplg nondmnt sde,
+34210,Spastic hemiplegia and hemiparesis affecting unspecified side,Spstc hmiplga unspf side,
+34211,Spastic hemiplegia and hemiparesis affecting dominant side,Spstc hmiplga domnt side,
+34212,Spastic hemiplegia and hemiparesis affecting nondominant side,Spstc hmiplg nondmnt sde,
+34280,Other specified hemiplegia and hemiparesis affecting unspecified side,Ot sp hmiplga unspf side,
+34281,Other specified hemiplegia and hemiparesis affecting dominant side,Ot sp hmiplga domnt side,
+34282,Other specified hemiplegia and hemiparesis affecting nondominant side,Ot sp hmiplg nondmnt sde,
+34290,"Hemiplegia, unspecified, affecting unspecified side",Unsp hemiplga unspf side,
+34291,"Hemiplegia, unspecified, affecting dominant side",Unsp hemiplga domnt side,
+34292,"Hemiplegia, unspecified, affecting nondominant side",Unsp hmiplga nondmnt sde,
+3430,Congenital diplegia,Congenital diplegia,
+3431,Congenital hemiplegia,Congenital hemiplegia,
+3432,Congenital quadriplegia,Congenital quadriplegia,
+3433,Congenital monoplegia,Congenital monoplegia,
+3434,Infantile hemiplegia,Infantile hemiplegia,
+3438,Other specified infantile cerebral palsy,Cerebral palsy NEC,
+3439,"Infantile cerebral palsy, unspecified",Cerebral palsy NOS,
+34400,"Quadriplegia, unspecified","Quadriplegia, unspecifd",
+34401,"Quadriplegia, C1-C4, complete","Quadrplg c1-c4, complete",
+34402,"Quadriplegia, C1-C4, incomplete","Quadrplg c1-c4, incomplt",
+34403,"Quadriplegia, C5-C7, complete","Quadrplg c5-c7, complete",
+34404,"Quadriplegia, C5-C7, incomplete","Quadrplg c5-c7, incomplt",
+34409,Other quadriplegia,Other quadriplegia,
+3441,Paraplegia,Paraplegia NOS,
+3442,Diplegia of upper limbs,Diplegia of upper limbs,
+34430,Monoplegia of lower limb affecting unspecified side,Monplga lwr lmb unsp sde,
+34431,Monoplegia of lower limb affecting dominant side,Monplga lwr lmb dmnt sde,
+34432,Monoplegia of lower limb affecting nondominant side,Mnplg lwr lmb nondmnt sd,
+34440,Monoplegia of upper limb affecting unspecified side,Monplga upr lmb unsp sde,
+34441,Monoplegia of upper limb affecting dominant side,Monplga upr lmb dmnt sde,
+34442,Monoplegia of upper limb affecting nondominant sde,Mnplg upr lmb nondmnt sd,
+3445,Unspecified monoplegia,Monoplegia NOS,
+34460,Cauda equina syndrome without mention of neurogenic bladder,Cauda equina synd NOS,
+34461,Cauda equina syndrome with neurogenic bladder,Neurogenic bladder,
+34481,Locked-in state,Locked-in state,
+34489,Other specified paralytic syndrome,Oth spcf paralytic synd,
+3449,"Paralysis, unspecified",Paralysis NOS,
+34500,"Generalized nonconvulsive epilepsy, without mention of intractable epilepsy",Gen noncv ep w/o intr ep,
+34501,"Generalized nonconvulsive epilepsy, with intractable epilepsy",Gen nonconv ep w intr ep,
+34510,"Generalized convulsive epilepsy, without mention of intractable epilepsy",Gen cnv epil w/o intr ep,
+34511,"Generalized convulsive epilepsy, with intractable epilepsy",Gen cnv epil w intr epil,
+3452,Petit mal status,Petit mal status,
+3453,Grand mal status,Grand mal status,
+34540,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with complex partial seizures, without mention of intractable epilepsy",Psymotr epil w/o int epi,
+34541,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with complex partial seizures, with intractable epilepsy",Psymotr epil w intr epil,
+34550,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with simple partial seizures, without mention of intractable epilepsy",Part epil w/o intr epil,
+34551,"Localization-related (focal) (partial) epilepsy and epileptic syndromes with simple partial seizures, with intractable epilepsy",Part epil w intr epil,
+34560,"Infantile spasms, without mention of intractable epilepsy",Inf spasm w/o intr epil,
+34561,"Infantile spasms, with intractable epilepsy",Inf spasm w intract epil,
+34570,"Epilepsia partialis continua, without mention of intractable epilepsy",Epil par cont w/o int ep,
+34571,"Epilepsia partialis continua, with intractable epilepsy",Epil par cont w intr epi,
+34580,"Other forms of epilepsy and recurrent seizures, without mention of intractable epilepsy",Epilep NEC w/o intr epil,
+34581,"Other forms of epilepsy and recurrent seizures, with intractable epilepsy",Epilepsy NEC w intr epil,
+34590,"Epilepsy, unspecified, without mention of intractable epilepsy",Epilep NOS w/o intr epil,
+34591,"Epilepsy, unspecified, with intractable epilepsy",Epilepsy NOS w intr epil,
+34600,"Migraine with aura, without mention of intractable migraine without mention of status migrainosus",Mgrn w aura wo ntrc mgrn,
+34601,"Migraine with aura, with intractable migraine, so stated, without mention of status migrainosus",Mgrn w aura w ntrc mgrn,
+34602,"Migraine with aura, without mention of intractable migraine with status migrainosus",Mgrn w aur wo ntrc mgrn,
+34603,"Migraine with aura, with intractable migraine, so stated, with status migrainosus",Mgrn w aura w ntrc mgrn,
+34610,"Migraine without aura, without mention of intractable migraine without mention of status migrainosus",Mgrn wo aura wo ntrc mgr,
+34611,"Migraine without aura, with intractable migraine, so stated, without mention of status migrainosus",Mgrn wo aura w ntrc mgrn,
+34612,"Migraine without aura, without mention of intractable migraine with status migrainosus",Mgrn wo aura wo ntrc mgr,
+34613,"Migraine without aura, with intractable migraine, so stated, with status migrainosus",Mgrn wo aura w ntrc mgrn,
+34620,"Variants of migraine, not elsewhere classified, without mention of intractable migraine without mention of status migrainosus",Vrnt mgrn wo ntr mgr NEC,
+34621,"Variants of migraine, not elsewhere classified, with intractable migraine, so stated, without mention of status migrainosus",Vrnt mgrn w ntrc mgr NEC,
+34622,"Variants of migraine, not elsewhere classified, without mention of intractable migraine with status migrainosus",Var mgr NEC wo ntc mgr,
+34623,"Variants of migraine, not elsewhere classified, with intractable migraine, so stated, with status migrainosus",Var mgrn NEC w ntrc mgr,
+34630,"Hemiplegic migraine, without mention of intractable migraine without mention of status migrainosus",Hmplg mgr wo ntrc wo st,
+34631,"Hemiplegic migraine, with intractable migraine, so stated, without mention of status migrainosus",Hmplg mgrn w ntrc wo st,
+34632,"Hemiplegic migraine, without mention of intractable migraine with status migrainosus",Hemplg mgr wo ntrc w st,
+34633,"Hemiplegic migraine, with intractable migraine, so stated, with status migrainosus",Hmplg mgrn w ntrc w st,
+34640,"Menstrual migraine, without mention of intractable migraine without mention of status migrainosus",Menst mgr wo ntrc wo st,
+34641,"Menstrual migraine, with intractable migraine, so stated, without mention of status migrainosus",Menstl mgrn w ntrc wo st,
+34642,"Menstrual migraine, without mention of intractable migraine with status migrainosus",Menstl mgr wo ntrc w st,
+34643,"Menstrual migraine, with intractable migraine, so stated, with status migrainosus",Menstl mgrn w ntrc w st,
+34650,"Persistent migraine aura without cerebral infarction, without mention of intractable migraine without mention of status migrainosus",Prst aura wo inf/ntr/st,
+34651,"Persistent migraine aura without cerebral infarction, with intractable migraine, so stated, without mention of status migrainosus",Prs ara w ntr wo inf/st,
+34652,"Persistent migraine aura without cerebral infarction, without mention of intractable migraine with status migrainosus",Prs ara wo inf/ntr w st,
+34653,"Persistent migraine aura without cerebral infarction, with intractable migraine, so stated, with status migrainosus",Prs ara wo inf w ntr/st,
+34660,"Persistent migraine aura with cerebral infarction, without mention of intractable migraine without mention of status migrainosus",Prs ara w inf wo ntr/st,
+34661,"Persistent migraine aura with cerebral infarction, with intractable migraine, so stated, without mention of status migrainosus",Prs ara w/inf/ntr wo st,
+34662,"Persistent migraine aura with cerebral infarction, without mention of intractable migraine with status migrainosus",Prs ara wo ntr w inf/st,
+34663,"Persistent migraine aura with cerebral infarction, with intractable migraine, so stated, with status migrainosus",Prst ara w inf w ntr/st,
+34670,"Chronic migraine without aura, without mention of intractable migraine without mention of status migrainosus",Ch mgr wo ar wo nt wo st,
+34671,"Chronic migraine without aura, with intractable migraine, so stated, without mention of status migrainosus",Ch mgr wo ara w nt wo st,
+34672,"Chronic migraine without aura, without mention of intractable migraine with status migrainosus",Ch mgr wo ara wo nt w st,
+34673,"Chronic migraine without aura, with intractable migraine, so stated, with status migrainosus",Ch mgr wo ara w ntr w st,
+34680,"Other forms of migraine, without mention of intractable migraine without mention of status migrainosus",Othr migrne wo ntrc mgrn,
+34681,"Other forms of migraine, with intractable migraine, so stated, without mention of status migrainosus",Othr migrne w ntrc mgrne,
+34682,"Other forms of migraine, without mention of intractable migraine with status migrainosus",Oth mgr wo ntrc w st mgr,
+34683,"Other forms of migraine, with intractable migraine, so stated, with status migrainosus",Oth mgr w ntrc w st mgr,
+34690,"Migraine, unspecified, without mention of intractable migraine without mention of status migrainosus",Migrne unsp wo ntrc mgrn,
+34691,"Migraine, unspecified, with intractable migraine, so stated, without mention of status migrainosus",Mgrn unsp w ntrc mgr std,
+34692,"Migraine, unspecified, without mention of intractable migraine with status migrainosus",Mgr NOS wo ntrc w st mgr,
+34693,"Migraine, unspecified, with intractable migraine, so stated, with status migrainosus",Mgrn NOS w ntrc w st mgr,
+34700,"Narcolepsy, without cataplexy",Narcolepsy w/o cataplexy,
+34701,"Narcolepsy, with cataplexy",Narcolepsy w cataplexy,
+34710,"Narcolepsy in conditions classified elsewhere, without cataplexy",Narclpsy w/o cat oth dis,
+34711,"Narcolepsy in conditions classified elsewhere, with cataplexy",Narcolepsy w cat oth dis,
+3480,Cerebral cysts,Cerebral cysts,
+3481,Anoxic brain damage,Anoxic brain damage,
+3482,Benign intracranial hypertension,Pseudotumor cerebri,
+34830,"Encephalopathy, unspecified",Encephalopathy NOS,
+34831,Metabolic encephalopathy,Metabolic encephalopathy,
+34839,Other encephalopathy,Encephalopathy NEC,
+3484,Compression of brain,Compression of brain,
+3485,Cerebral edema,Cerebral edema,
+34881,Temporal sclerosis,Temporal sclerosis,
+34882,Brain death,Brain death,
+34889,Other conditions of brain,Brain conditions NEC,
+3489,Unspecified condition of brain,Brain condition NOS,
+3490,Reaction to spinal or lumbar puncture,Lumbar puncture reaction,
+3491,Nervous system complications from surgically implanted device,Complication cns device,
+3492,"Disorders of meninges, not elsewhere classified",Disorder of meninges NEC,
+34931,Accidental puncture or laceration of dura during a procedure,Accid punc/op lac dura,
+34939,Other dural tear,Dural tear NEC,
+34981,Cerebrospinal fluid rhinorrhea,Cerebrospinal rhinorrhea,
+34982,Toxic encephalopathy,Toxic encephalopathy,
+34989,Other specified disorders of nervous system,Cns disorder NEC,
+3499,Unspecified disorders of nervous system,Cns disorder NOS,
+3501,Trigeminal neuralgia,Trigeminal neuralgia,
+3502,Atypical face pain,Atypical face pain,
+3508,Other specified trigeminal nerve disorders,Trigeminal nerve dis NEC,
+3509,"Trigeminal nerve disorder, unspecified",Trigeminal nerve dis NOS,
+3510,Bell's palsy,Bell's palsy,
+3511,Geniculate ganglionitis,Geniculate ganglionitis,
+3518,Other facial nerve disorders,Facial nerve dis NEC,
+3519,"Facial nerve disorder, unspecified",Facial nerve dis NOS,
+3520,Disorders of olfactory (1st) nerve,Olfactory nerve disorder,
+3521,Glossopharyngeal neuralgia,Glossopharyng neuralgia,
+3522,Other disorders of glossopharyngeal [9th] nerve,Glossophar nerve dis NEC,
+3523,Disorders of pneumogastric [10th] nerve,Pneumogastric nerve dis,
+3524,Disorders of accessory [11th] nerve,Accessory nerve disorder,
+3525,Disorders of hypoglossal [12th] nerve,Hypoglossal nerve dis,
+3526,Multiple cranial nerve palsies,Mult cranial nerve palsy,
+3529,Unspecified disorder of cranial nerves,Cranial nerve dis NOS,
+3530,Brachial plexus lesions,Brachial plexus lesions,
+3531,Lumbosacral plexus lesions,Lumbosacral plex lesion,
+3532,"Cervical root lesions, not elsewhere classified",Cervical root lesion NEC,
+3533,"Thoracic root lesions, not elsewhere classified",Thoracic root lesion NEC,
+3534,"Lumbosacral root lesions, not elsewhere classified",Lumbsacral root les NEC,
+3535,Neuralgic amyotrophy,Neuralgic amyotrophy,
+3536,Phantom limb (syndrome),Phantom limb (syndrome),
+3538,Other nerve root and plexus disorders,Nerv root/plexus dis NEC,
+3539,Unspecified nerve root and plexus disorder,Nerv root/plexus dis NOS,
+3540,Carpal tunnel syndrome,Carpal tunnel syndrome,
+3541,Other lesion of median nerve,Median nerve lesion NEC,
+3542,Lesion of ulnar nerve,Ulnar nerve lesion,
+3543,Lesion of radial nerve,Radial nerve lesion,
+3544,Causalgia of upper limb,Causalgia upper limb,
+3545,Mononeuritis multiplex,Mononeuritis multiplex,
+3548,Other mononeuritis of upper limb,Mononeuritis arm NEC,
+3549,"Mononeuritis of upper limb, unspecified",Mononeuritis arm NOS,
+3550,Lesion of sciatic nerve,Sciatic nerve lesion,
+3551,Meralgia paresthetica,Meralgia paresthetica,
+3552,Other lesion of femoral nerve,Femoral nerve lesion NEC,
+3553,Lesion of lateral popliteal nerve,Lat popliteal nerve les,
+3554,Lesion of medial popliteal nerve,Med popliteal nerve les,
+3555,Tarsal tunnel syndrome,Tarsal tunnel syndrome,
+3556,Lesion of plantar nerve,Plantar nerve lesion,
+35571,Causalgia of lower limb,Causalgia lower limb,
+35579,Other mononeuritis of lower limb,Oth mononeur lower limb,
+3558,"Mononeuritis of lower limb, unspecified",Mononeuritis leg NOS,
+3559,Mononeuritis of unspecified site,Mononeuritis NOS,
+3560,Hereditary peripheral neuropathy,Hered periph neuropathy,
+3561,Peroneal muscular atrophy,Peroneal muscle atrophy,
+3562,Hereditary sensory neuropathy,Hered sensory neuropathy,
+3563,Refsum's disease,Refsum's disease,
+3564,Idiopathic progressive polyneuropathy,Idio prog polyneuropathy,
+3568,Other specified idiopathic peripheral neuropathy,Idio periph neurpthy NEC,
+3569,Unspecified hereditary and idiopathic peripheral neuropathy,Idio periph neurpthy NOS,
+3570,Acute infective polyneuritis,Ac infect polyneuritis,
+3571,Polyneuropathy in collagen vascular disease,Neurpthy in col vasc dis,
+3572,Polyneuropathy in diabetes,Neuropathy in diabetes,
+3573,Polyneuropathy in malignant disease,Neuropathy in malig dis,
+3574,Polyneuropathy in other diseases classified elsewhere,Neuropathy in other dis,
+3575,Alcoholic polyneuropathy,Alcoholic polyneuropathy,
+3576,Polyneuropathy due to drugs,Neuropathy due to drugs,
+3577,Polyneuropathy due to other toxic agents,Neurpthy toxic agent NEC,
+35781,Chronic inflammatory demyelinating polyneuritis,Chr inflam polyneuritis,
+35782,Critical illness polyneuropathy,Crit illness neuropathy,
+35789,Other inflammatory and toxic neuropathy,Inflam/tox neuropthy NEC,
+3579,Unspecified inflammatory and toxic neuropathy,Inflam/tox neuropthy NOS,
+35800,Myasthenia gravis without (acute) exacerbation,Mysthna grvs w/o ac exac,
+35801,Myasthenia gravis with (acute) exacerbation,Myasthna gravs w ac exac,
+3581,Myasthenic syndromes in diseases classified elsewhere,Myasthenia in oth dis,
+3582,Toxic myoneural disorders,Toxic myoneural disorder,
+35830,"Lambert-Eaton syndrome, unspecified",Lambert-Eaton synd NOS,
+35831,Lambert-Eaton syndrome in neoplastic disease,Lambert-Eaton synd neopl,
+35839,Lambert-Eaton syndrome in other diseases classified elsewhere,Lambert-Eaton syn ot dis,
+3588,Other specified myoneural disorders,Myoneural disorders NEC,
+3589,"Myoneural disorders, unspecified",Myoneural disorders NOS,
+3590,Congenital hereditary muscular dystrophy,Cong hered musc dystrphy,
+3591,Hereditary progressive muscular dystrophy,Hered prog musc dystrphy,
+35921,Myotonic muscular dystrophy,Myotonic musclr dystrphy,
+35922,Myotonia congenita,Myotonia congenita,
+35923,Myotonic chondrodystrophy,Myotonic chondrodystrphy,
+35924,Drug- induced myotonia,Drug induced myotonia,
+35929,Other specified myotonic disorder,Myotonic disorder NEC,
+3593,Periodic paralysis,Periodic paralysis,
+3594,Toxic myopathy,Toxic myopathy,
+3595,Myopathy in endocrine diseases classified elsewhere,Myopathy in endocrin dis,
+3596,Symptomatic inflammatory myopathy in diseases classified elsewhere,Infl myopathy in oth dis,
+35971,Inclusion body myositis,Inclusion body myositis,
+35979,"Other inflammatory and immune myopathies, NEC",Inflm/immune myopath NEC,
+35981,Critical illness myopathy,Critical illness myopthy,
+35989,Other myopathies,Myopathies NEC,
+3599,"Myopathy, unspecified",Myopathy NOS,
+36000,"Purulent endophthalmitis, unspecified",Purulent endophthalm NOS,
+36001,Acute endophthalmitis,Acute endophthalmitis,
+36002,Panophthalmitis,Panophthalmitis,
+36003,Chronic endophthalmitis,Chronic endophthalmitis,
+36004,Vitreous abscess,Vitreous abscess,
+36011,Sympathetic uveitis,Sympathetic uveitis,
+36012,Panuveitis,Panuveitis,
+36013,Parasitic endophthalmitis NOS,Parasitic endophthal NOS,
+36014,Ophthalmia nodosa,Ophthalmia nodosa,
+36019,Other endophthalmitis,Endophthalmitis NEC,
+36020,"Degenerative disorder of globe, unspecified",Degenerat globe dis NOS,
+36021,Progressive high (degenerative) myopia,Progressive high myopia,
+36023,Siderosis of globe,Siderosis,
+36024,Other metallosis of globe,"Other metallosis, eye",
+36029,Other degenerative disorders of globe,Degenerative globe NEC,
+36030,"Hypotony of eye, unspecified","Hypotony NOS, eye",
+36031,Primary hypotony of eye,Primary hypotony,
+36032,Ocular fistula causing hypotony,Hypotony due to fistula,
+36033,Hypotony associated with other ocular disorders,Hypotony w eye dis NEC,
+36034,Flat anterior chamber of eye,Flat anterior chamber,
+36040,"Degenerated globe or eye, unspecified",Degeneration of eye NOS,
+36041,Blind hypotensive eye,Blind hypotensive eye,
+36042,Blind hypertensive eye,Blind hypertensive eye,
+36043,"Hemophthalmos, except current injury",Hemophthalmos,
+36044,Leucocoria,Leucocoria,
+36050,"Foreign body, magnetic, intraocular, unspecified","Old magnet fb, eye NOS",
+36051,"Foreign body, magnetic, in anterior chamber of eye","Old magnet fb, ant chamb",
+36052,"Foreign body, magnetic, in iris or ciliary body","Old magnet fb, iris",
+36053,"Foreign body, magnetic, in lens","Old magnet fb, lens",
+36054,"Foreign body, magnetic, in vitreous","Old magnet fb, vitreous",
+36055,"Foreign body, magnetic, in posterior wall","Old magnet fb, post wall",
+36059,"Intraocular foreign body, magnetic, in other or multiple sites","Old magnet fb, eye NEC",
+36060,"Foreign body, intraocular, unspecified",Intraocular FB NOS,
+36061,Foreign body in anterior chamber,FB in anterior chamber,
+36062,Foreign body in iris or ciliary body,FB in iris or ciliary,
+36063,Foreign body in lens,Foreign body in lens,
+36064,Foreign body in vitreous,Foreign body in vitreous,
+36065,Foreign body in posterior wall of eye,FB in posterior wall,
+36069,Intraocular foreign body in other or multiple sites,Intraocular FB NEC,
+36081,Luxation of globe,Luxation of globe,
+36089,Other disorders of globe,Disorder of globe NEC,
+3609,Unspecified disorder of globe,Disorder of globe NOS,
+36100,"Retinal detachment with retinal defect, unspecified",Detachmnt w defect NOS,
+36101,"Recent retinal detachment, partial, with single defect",Part detach-singl defec,
+36102,"Recent retinal detachment, partial, with multiple defects",Part detach-mult defect,
+36103,"Recent retinal detachment, partial, with giant tear",Part detach-giant tear,
+36104,"Recent retinal detachment, partial, with retinal dialysis",Part detach-dialysis,
+36105,"Recent retinal detachment, total or subtotal","Recent detachment, total",
+36106,"Old retinal detachment, partial","Old detachment, partial",
+36107,"Old retinal detachment, total or subtotal","Old detachment, total",
+36110,"Retinoschisis, unspecified",Retinoschisis NOS,
+36111,Flat retinoschisis,Flat retinoschisis,
+36112,Bullous retinoschisis,Bullous retinoschisis,
+36113,Primary retinal cysts,Primary retinal cysts,
+36114,Secondary retinal cysts,Secondary retinal cysts,
+36119,Other retinoschisis and retinal cysts,Retinoshisis or cyst NEC,
+3612,Serous retinal detachment,Serous retina detachment,
+36130,"Retinal defect, unspecified",Retinal defect NOS,
+36131,Round hole of retina without detachment,Round hole of retina,
+36132,Horseshoe tear of retina without detachment,Horseshoe tear of retina,
+36133,Multiple defects of retina without detachment,Mult defects of retina,
+36181,Traction detachment of retina,Retinal traction detach,
+36189,Other forms of retinal detachment,Retinal detachment NEC,
+3619,Unspecified retinal detachment,Retinal detachment NOS,
+36201,Background diabetic retinopathy,Diabetic retinopathy NOS,
+36202,Proliferative diabetic retinopathy,Prolif diab retinopathy,
+36203,Nonproliferative diabetic retinopathy NOS,Nonprolf db retnoph NOS,
+36204,Mild nonproliferative diabetic retinopathy,Mild nonprolf db retnoph,
+36205,Moderate nonproliferative diabetic retinopathy,Mod nonprolf db retinoph,
+36206,Severe nonproliferative diabetic retinopathy,Sev nonprolf db retinoph,
+36207,Diabetic macular edema,Diabetic macular edema,
+36210,"Background retinopathy, unspecified",Backgrnd retinopathy NOS,
+36211,Hypertensive retinopathy,Hypertensive retinopathy,
+36212,Exudative retinopathy,Exudative retinopathy,
+36213,Changes in vascular appearance of retina,Retinal vascular changes,
+36214,Retinal microaneurysms NOS,Retina microaneurysm NOS,
+36215,Retinal telangiectasia,Retinal telangiectasia,
+36216,Retinal neovascularization NOS,Retinal neovascular NOS,
+36217,Other intraretinal microvascular abnormalities,Retinal varices,
+36218,Retinal vasculitis,Retinal vasculitis,
+36220,"Retinopathy of prematurity, unspecified",Retinoph prematurity NOS,
+36221,Retrolental fibroplasia,Retrolental fibroplasia,
+36222,"Retinopathy of prematurity, stage 0","Retinoph prematr,stage 0",
+36223,"Retinopathy of prematurity, stage 1","Retinoph prematr,stage 1",
+36224,"Retinopathy of prematurity, stage 2","Retinoph prematr,stage 2",
+36225,"Retinopathy of prematurity, stage 3","Retinoph prematr,stage 3",
+36226,"Retinopathy of prematurity, stage 4",Retinoph prematr.stage 4,
+36227,"Retinopathy of prematurity, stage 5","Retinoph prematr,stage 5",
+36229,Other nondiabetic proliferative retinopathy,Prolif retinopathy NEC,
+36230,"Retinal vascular occlusion, unspecified",Retinal vasc occlus NOS,
+36231,Central retinal artery occlusion,Cent retina artery occlu,
+36232,Retinal arterial branch occlusion,Arterial branch occlus,
+36233,Partial retinal arterial occlusion,Part arterial occlusion,
+36234,Transient retinal arterial occlusion,Transient arterial occlu,
+36235,Central retinal vein occlusion,Cent retinal vein occlus,
+36236,Venous tributary (branch) occlusion,Venous tributary occlus,
+36237,Venous engorgement,Retina venous engorgemnt,
+36240,"Retinal layer separation, unspecified",Retina layer separat NOS,
+36241,Central serous retinopathy,Cent serous retinopathy,
+36242,Serous detachment of retinal pigment epithelium,Serous detach pigm epith,
+36243,Hemorrhagic detachment of retinal pigment epithelium,Hem detach pigmnt epith,
+36250,"Macular degeneration (senile), unspecified",Macular degeneration NOS,
+36251,Nonexudative senile macular degeneration,Nonexudat macular degen,
+36252,Exudative senile macular degeneration,Exudative macular degen,
+36253,Cystoid macular degeneration,Cystoid macular degen,
+36254,"Macular cyst, hole, or pseudohole",Macular cyst or hole,
+36255,Toxic maculopathy,Toxic maculopathy,
+36256,Macular puckering,Macular puckering,
+36257,Drusen (degenerative),Drusen (degenerative),
+36260,"Peripheral retinal degeneration, unspecified",Periph retina degen NOS,
+36261,Paving stone degeneration,Paving stone degenerat,
+36262,Microcystoid degeneration,Microcystoid degenerat,
+36263,Lattice degeneration,Lattice degeneration,
+36264,Senile reticular degeneration,Senile reticular degen,
+36265,Secondary pigmentary degeneration,Secondry pigment degen,
+36266,Secondary vitreoretinal degenerations,Sec vitreoretina degen,
+36270,"Hereditary retinal dystrophy, unspecified",Hered retin dystrphy NOS,
+36271,Retinal dystrophy in systemic or cerebroretinal lipidoses,Ret dystrph in lipidoses,
+36272,Retinal dystrophy in other systemic disorders and syndromes,Ret dystrph in syst dis,
+36273,Vitreoretinal dystrophies,Vitreoretinal dystrophy,
+36274,Pigmentary retinal dystrophy,Pigment retina dystrophy,
+36275,Other dystrophies primarily involving the sensory retina,Sensory retina dystrophy,
+36276,Dystrophies primarily involving the retinal pigment epithelium,Vitelliform dystrophy,
+36277,Dystrophies primarily involving Bruch's membrane,Bruch membrane dystrophy,
+36281,Retinal hemorrhage,Retinal hemorrhage,
+36282,Retinal exudates and deposits,Retina exudates/deposits,
+36283,Retinal edema,Retinal edema,
+36284,Retinal ischemia,Retinal ischemia,
+36285,Retinal nerve fiber bundle defects,Retinal nerv fiber defec,
+36289,Other retinal disorders,Retinal disorders NEC,
+3629,Unspecified retinal disorder,Retinal disorder NOS,
+36300,"Focal chorioretinitis, unspecified",Focal chorioretinit NOS,
+36301,"Focal choroiditis and chorioretinitis, juxtapapillary",Juxtapap foc choroiditis,
+36303,Focal choroiditis and chorioretinitis of other posterior pole,Foc choroiditis post NEC,
+36304,"Focal choroiditis and chorioretinitis, peripheral",Periph focal choroiditis,
+36305,"Focal retinitis and retinochoroiditis, juxtapapillary",Juxtapap focal retinitis,
+36306,"Focal retinitis and retinochoroiditis, macular or paramacular",Macular focal retinitis,
+36307,Focal retinitis and retinochoroiditis of other posterior pole,Foc retinitis post NEC,
+36308,"Focal retinitis and retinochoroiditis, peripheral",Periph focal retinitis,
+36310,"Disseminated chorioretinitis, unspecified",Dissem chorioretinit NOS,
+36311,"Disseminated choroiditis and chorioretinitis, posterior pole","Dissem choroiditis, post",
+36312,"Disseminated choroiditis and chorioretinitis, peripheral",Periph disem choroiditis,
+36313,"Disseminated choroiditis and chorioretinitis, generalized",Gen dissem choroiditis,
+36314,"Disseminated retinitis and retinochoroiditis, metastatic",Metastat dissem retinit,
+36315,"Disseminated retinitis and retinochoroiditis, pigment epitheliopathy",Pigment epitheliopathy,
+36320,"Chorioretinitis, unspecified",Chorioretinitis NOS,
+36321,Pars planitis,Pars planitis,
+36322,Harada's disease,Harada's disease,
+36330,"Chorioretinal scar, unspecified",Chorioretinal scar NOS,
+36331,Solar retinopathy,Solar retinopathy,
+36332,Other macular scars,Macular scars NEC,
+36333,Other scars of posterior pole,Posterior pole scar NEC,
+36334,Peripheral scars,Peripheral retinal scars,
+36335,Disseminated scars,Disseminated retina scar,
+36340,"Choroidal degeneration, unspecified",Choroidal degen NOS,
+36341,Senile atrophy of choroid,"Senile atrophy, choroid",
+36342,Diffuse secondary atrophy of choroid,Difus sec atroph choroid,
+36343,Angioid streaks of choroid,"Angioid streaks, choroid",
+36350,"Hereditary choroidal dystrophy or atrophy, unspecified",Hered choroid atroph NOS,
+36351,"Circumpapillary dystrophy of choroid, partial",Prt circmpap choroid dys,
+36352,"Circumpapillary dystrophy of choroid, total",Tot circmpap choroid dys,
+36353,"Central dystrophy of choroid, partial",Part cent choroid dystr,
+36354,"Central choroidal atrophy, total",Tot cent choroid atrophy,
+36355,Choroideremia,Choroideremia,
+36356,"Other diffuse or generalized dystrophy of choroid, partial",Prt gen choroid dyst NEC,
+36357,"Other diffuse or generalized dystrophy of choroid, total",Tot gen choroid dyst NEC,
+36361,"Choroidal hemorrhage, unspecified",Choroidal hemorrhage NOS,
+36362,Expulsive choroidal hemorrhage,Expulsive choroid hemorr,
+36363,Choroidal rupture,Choroidal rupture,
+36370,"Choroidal detachment, unspecified",Choroidal detachment NOS,
+36371,Serous choroidal detachment,Serous choroid detachmnt,
+36372,Hemorrhagic choroidal detachment,Hemorr choroid detachmnt,
+3638,Other disorders of choroid,Disorders of choroid NEC,
+3639,Unspecified disorder of choroid,Choroidal disorder NOS,
+36400,"Acute and subacute iridocyclitis, unspecified",Acute iridocyclitis NOS,
+36401,Primary iridocyclitis,Primary iridocyclitis,
+36402,Recurrent iridocyclitis,Recurrent iridocyclitis,
+36403,"Secondary iridocyclitis, infectious","Secondry iritis, infect",
+36404,"Secondary iridocyclitis, noninfectious","Second iritis, noninfec",
+36405,Hypopyon,Hypopyon,
+36410,"Chronic iridocyclitis, unspecified",Chr iridocyclitis NOS,
+36411,Chronic iridocyclitis in diseases classified elsewhere,Chr iridocyl in oth dis,
+36421,Fuchs' heterochromic cyclitis,Fuch hetrochrom cyclitis,
+36422,Glaucomatocyclitic crises,Glaucomatocyclit crises,
+36423,Lens-induced iridocyclitis,Lens-induced iridocyclit,
+36424,Vogt-koyanagi syndrome,Vogt-koyanagi syndrome,
+3643,Unspecified iridocyclitis,Iridocyclitis NOS,
+36441,Hyphema of iris and ciliary body,Hyphema,
+36442,Rubeosis iridis,Rubeosis iridis,
+36451,Essential or progressive iris atrophy,Progressive iris atrophy,
+36452,Iridoschisis,Iridoschisis,
+36453,Pigmentary iris degeneration,Pigment iris degenerat,
+36454,Degeneration of pupillary margin,Pupillary margin degen,
+36455,Miotic cysts of pupillary margin,Miotic cyst pupil margin,
+36456,Degenerative changes of chamber angle,Degen chamber angle,
+36457,Degenerative changes of ciliary body,Degen ciliary body,
+36459,Other iris atrophy,Iris atrophy NEC,
+36460,"Idiopathic cysts of iris, ciliary body, and anterior chamber",Idiopathic cysts,
+36461,"Implantation cysts of iris, ciliary body, and anterior chamber",Implantation cysts,
+36462,Exudative cysts of iris or anterior chamber,Exud cyst iris/ant chamb,
+36463,Primary cyst of pars plana,Primary cyst pars plana,
+36464,Exudative cyst of pars plana,Exudat cyst pars plana,
+36470,"Adhesions of iris, unspecified",Adhesions of iris NOS,
+36471,Posterior synechiae of iris,Posterior synechiae,
+36472,Anterior synechiae of iris,Anterior synechiae,
+36473,Goniosynechiae,Goniosynechiae,
+36474,Adhesions and disruptions of pupillary membranes,Pupillary membranes,
+36475,Pupillary abnormalities,Pupillary abnormalities,
+36476,Iridodialysis,Iridodialysis,
+36477,Recession of chamber angle of eye,"Recession, chamber angle",
+36481,Floppy iris syndrome,Floppy iris syndrome,
+36482,Plateau iris syndrome,Plateau iris syndrome,
+36489,Other disorders of iris and ciliary body,Iris/ciliary disord NEC,
+3649,Unspecified disorder of iris and ciliary body,Iris/ciliary dis NOS,
+36500,"Preglaucoma, unspecified",Preglaucoma NOS,
+36501,"Open angle with borderline findings, low risk",Opn angl brderln lo risk,
+36502,Anatomical narrow angle borderline glaucoma,Anatomical narrow angle,
+36503,Steroid responders borderline glaucoma,Steroid responders,
+36504,Ocular hypertension,Ocular hypertension,
+36505,"Open angle with borderline findings, high risk",Opn ang w brdrlne hi rsk,
+36506,Primary angle closure without glaucoma damage,Prim angle clos w/o dmg,
+36510,"Open-angle glaucoma, unspecified",Open-angle glaucoma NOS,
+36511,Primary open angle glaucoma,Prim open angle glaucoma,
+36512,Low tension open-angle glaucoma,Low tension glaucoma,
+36513,Pigmentary open-angle glaucoma,Pigmentary glaucoma,
+36514,Glaucoma of childhood,Glaucoma of childhood,
+36515,Residual stage of open angle glaucoma,Residual opn ang glaucma,
+36520,"Primary angle-closure glaucoma, unspecified",Prim angl-clos glauc NOS,
+36521,Intermittent angle-closure glaucoma,Intermit angl-clos glauc,
+36522,Acute angle-closure glaucoma,Acute angl-clos glaucoma,
+36523,Chronic angle-closure glaucoma,Chr angle-clos glaucoma,
+36524,Residual stage of angle-closure glaucoma,Residual angl-clos glauc,
+36531,"Corticosteroid-induced glaucoma, glaucomatous stage",Glauc stage-ster induced,
+36532,"Corticosteroid-induced glaucoma, residual stage",Glauc resid-ster induced,
+36541,Glaucoma associated with chamber angle anomalies,Glauc w chamb angle anom,
+36542,Glaucoma associated with anomalies of iris,Glaucoma w iris anomaly,
+36543,Glaucoma associated with other anterior segment anomalies,Glauc w ant seg anom NEC,
+36544,Glaucoma associated with systemic syndromes,Glaucoma w systemic synd,
+36551,Phacolytic glaucoma,Phacolytic glaucoma,
+36552,Pseudoexfoliation glaucoma,Pseudoexfoliat glaucoma,
+36559,Glaucoma associated with other lens disorders,Glaucoma w lens dis NEC,
+36560,Glaucoma associated with unspecified ocular disorder,Glauc w ocular dis NOS,
+36561,Glaucoma associated with pupillary block,Glauc w pupillary block,
+36562,Glaucoma associated with ocular inflammations,Glaucoma w ocular inflam,
+36563,Glaucoma associated with vascular disorders,Glaucoma w vascular dis,
+36564,Glaucoma associated with tumors or cysts,Glaucoma w tumor or cyst,
+36565,Glaucoma associated with ocular trauma,Glaucoma w ocular trauma,
+36570,"Glaucoma stage, unspecified",Glaucoma stage NOS,
+36571,Mild stage glaucoma,Mild stage glaucoma,
+36572,Moderate stage glaucoma,Moderate stage glaucoma,
+36573,Severe stage glaucoma,Severe stage glaucoma,
+36574,Indeterminate stage glaucoma,Indeterm stage glaucoma,
+36581,Hypersecretion glaucoma,Hypersecretion glaucoma,
+36582,Glaucoma with increased episcleral venous pressure,Glauc w inc episcl press,
+36583,Aqueous misdirection,Aqueous misdirection,
+36589,Other specified glaucoma,Glaucoma NEC,
+3659,Unspecified glaucoma,Glaucoma NOS,
+36600,"Nonsenile cataract, unspecified",Nonsenile cataract NOS,
+36601,Anterior subcapsular polar cataract,Ant subcaps pol cataract,
+36602,Posterior subcapsular polar cataract,Post subcaps pol catarct,
+36603,"Cortical, lamellar, or zonular cataract",Cortical cataract,
+36604,Nuclear cataract,Nuclear cataract,
+36609,Other and combined forms of nonsenile cataract,Nonsenile cataract NEC,
+36610,"Senile cataract, unspecified",Senile cataract NOS,
+36611,Pseudoexfoliation of lens capsule,Pseudoexfol lens capsule,
+36612,Incipient senile cataract,Incipient cataract,
+36613,Anterior subcapsular polar senile cataract,Ant subcaps senile catar,
+36614,Posterior subcapsular polar senile cataract,Post subcap senile catar,
+36615,Cortical senile cataract,Cortical senile cataract,
+36616,Senile nuclear sclerosis,Senile nuclear cataract,
+36617,Total or mature cataract,Mature cataract,
+36618,Hypermature cataract,Hypermature cataract,
+36619,Other and combined forms of senile cataract,Senile cataract NEC,
+36620,"Traumatic cataract, unspecified",Traumatic cataract NOS,
+36621,Localized traumatic opacities,Local traumatic opacity,
+36622,Total traumatic cataract,Total traumatic cataract,
+36623,Partially resolved traumatic cataract,Part resolv traum catar,
+36630,"Cataracta complicata, unspecified",Cataracta complicata NOS,
+36631,Glaucomatous flecks (subcapsular),Glaucomatous flecks,
+36632,Cataract in inflammatory ocular disorders,Cataract in inflam dis,
+36633,Cataract with neovascularization,Cataract w neovasculizat,
+36634,Cataract in degenerative ocular disorders,Cataract in degen dis,
+36641,Diabetic cataract,Diabetic cataract,
+36642,Tetanic cataract,Tetanic cataract,
+36643,Myotonic cataract,Myotonic cataract,
+36644,Cataract associated with other syndromes,Cataract w syndrome NEC,
+36645,Toxic cataract,Toxic cataract,
+36646,Cataract associated with radiation and other physical influences,Cataract w radiation,
+36650,"After-cataract, unspecified",After-cataract NOS,
+36651,Soemmering's ring,Soemmering's ring,
+36652,"Other after-cataract, not obscuring vision",After-cataract NEC,
+36653,"After-cataract, obscuring vision",Aftr-catar obscur vision,
+3668,Other cataract,Cataract NEC,
+3669,Unspecified cataract,Cataract NOS,
+3670,Hypermetropia,Hypermetropia,
+3671,Myopia,Myopia,
+36720,"Astigmatism, unspecified",Astigmatism NOS,
+36721,Regular astigmatism,Regular astigmatism,
+36722,Irregular astigmatism,Irregular astigmatism,
+36731,Anisometropia,Anisometropia,
+36732,Aniseikonia,Aniseikonia,
+3674,Presbyopia,Presbyopia,
+36751,Paresis of accommodation,Paresis of accommodation,
+36752,Total or complete internal ophthalmoplegia,Tot intern ophthalmopleg,
+36753,Spasm of accommodation,Spasm of accommodation,
+36781,Transient refractive change,Transient refract change,
+36789,Other disorders of refraction and accommodation,Refraction disorder NEC,
+3679,Unspecified disorder of refraction and accommodation,Refraction disorder NOS,
+36800,"Amblyopia, unspecified",Amblyopia NOS,
+36801,Strabismic amblyopia,Strabismic amblyopia,
+36802,Deprivation amblyopia,Deprivation amblyopia,
+36803,Refractive amblyopia,Refractive amblyopia,
+36810,"Subjective visual disturbance, unspecified",Subj visual disturb NOS,
+36811,Sudden visual loss,Sudden visual loss,
+36812,Transient visual loss,Transient visual loss,
+36813,Visual discomfort,Visual discomfort,
+36814,Visual distortions of shape and size,Distortion of shape/size,
+36815,Other visual distortions and entoptic phenomena,Visual distortions NEC,
+36816,Psychophysical visual disturbances,Psychophysic visual dist,
+3682,Diplopia,Diplopia,
+36830,"Binocular vision disorder, unspecified",Binocular vision dis NOS,
+36831,Suppression of binocular vision,Binocular vis suppress,
+36832,Simultaneous visual perception without fusion,Visual percept w/o fusn,
+36833,Fusion with defective stereopsis,Fusion w def stereopsis,
+36834,Abnormal retinal correspondence,Abn retina correspond,
+36840,"Visual field defect, unspecified",Visual field defect NOS,
+36841,Scotoma involving central area,Central scotoma,
+36842,Scotoma of blind spot area,Scotoma of blind spot,
+36843,Sector or arcuate visual field defects,Sector or arcuate defect,
+36844,Other localized visual field defect,Visual field defect NEC,
+36845,Generalized visual field contraction or constriction,Gen visual contraction,
+36846,Homonymous bilateral field defects,Homonymous hemianopsia,
+36847,Heteronymous bilateral field defects,Heteronymous hemianopsia,
+36851,Protan defect,Protan defect,
+36852,Deutan defect,Deutan defect,
+36853,Tritan defect,Tritan defect,
+36854,Achromatopsia,Achromatopsia,
+36855,Acquired color vision deficiencies,Acq color deficiency,
+36859,Other color vision deficiencies,Color deficiency NEC,
+36860,"Night blindness, unspecified",Night blindness NOS,
+36861,Congenital night blindness,Congen night blindness,
+36862,Acquired night blindness,Acquired night blindness,
+36863,Abnormal dark adaptation curve,Abn dark adaptat curve,
+36869,Other night blindness,Night blindness NEC,
+3688,Other specified visual disturbances,Visual disturbances NEC,
+3689,Unspecified visual disturbance,Visual disturbance NOS,
+36900,"Profound impairment, both eyes, impairment level not further specified",Both eyes blind-who def,
+36901,Better eye: total vision impairment; lesser eye: total vision impairment,Tot impairment-both eyes,
+36902,Better eye: near-total vision impairment; lesser eye: not further specified,One eye-near tot/oth-NOS,
+36903,Better eye: near-total vision impairment; lesser eye: total vision impairment,One eye-near tot/oth-tot,
+36904,Better eye: near-total vision impairment; lesser eye: near-total vision impairment,Near-tot impair-both eye,
+36905,Better eye: profound vision impairment; lesser eye: not further specified,One eye-profound/oth-NOS,
+36906,Better eye: profound vision impairment; lesser eye: total vision impairment,One eye-profound/oth-tot,
+36907,Better eye: profound vision impairment; lesser eye: near-total vision impairment,One eye-prfnd/oth-nr tot,
+36908,Better eye: profound vision impairment; lesser eye: profound vision impairment,Profound impair both eye,
+36910,"Moderate or severe impairment, better eye, impairment level not further specified",Blindness/low vision,
+36911,"Better eye: severe vision impairment; lesser eye: blind, not further specified",1 eye-sev/oth-blind NOS,
+36912,Better eye: severe vision impairment; lesser eye: total vision impairment,One eye-severe/oth-total,
+36913,Better eye: severe vision impairment; lesser eye: near-total vision impairment,One eye-sev/oth-near tot,
+36914,Better eye: severe vision impairment; lesser eye: profound vision impairment,One eye-sev/oth-prfnd,
+36915,"Better eye: moderate vision impairment; lesser eye: blind, not further specified",One eye-mod/oth-blind,
+36916,Better eye: moderate vision impairment; lesser eye: total vision impairment,One eye-moderate/oth-tot,
+36917,Better eye: moderate vision impairment; lesser eye: near-total vision impairment,One eye-mod/oth-near tot,
+36918,Better eye: moderate vision impairment; lesser eye: profound vision impairment,One eye-mod/oth-profound,
+36920,"Moderate or severe impairment, both eyes, impairment level not further specified","Low vision, 2 eyes NOS",
+36921,Better eye: severe vision impairment; lesser eye; impairment not further specified,One eye-severe/oth-NOS,
+36922,Better eye: severe vision impairment; lesser eye: severe vision impairment,Severe impair-both eyes,
+36923,Better eye: moderate vision impairment; lesser eye: impairment not further specified,One eye-moderate/oth-NOS,
+36924,Better eye: moderate vision impairment; lesser eye: severe vision impairment,One eye-moderate/oth-sev,
+36925,Better eye: moderate vision impairment; lesser eye: moderate vision impairment,Moderate impair-both eye,
+3693,"Unqualified visual loss, both eyes","Blindness NOS, both eyes",
+3694,"Legal blindness, as defined in U.S.A.",Legal blindness-usa def,
+36960,"Profound impairment, one eye, impairment level not further specified","Blindness, one eye",
+36961,One eye: total vision impairment; other eye: not specified,One eye-total/oth-unknwn,
+36962,One eye: total vision impairment; other eye: near-normal vision,One eye-tot/oth-near nor,
+36963,One eye: total vision impairment; other eye: normal vision,One eye-total/oth-normal,
+36964,One eye: near-total vision impairment; other eye: vision not specified,One eye-near tot/oth-NOS,
+36965,One eye: near-total vision impairment; other eye: near-normal vision,Near-tot imp/near-normal,
+36966,One eye: near-total vision impairment; other eye: normal vision,Near-total impair/normal,
+36967,One eye: profound vision impairment; other eye: vision not specified,One eye-prfound/oth-unkn,
+36968,One eye: profound vision impairment; other eye: near-normal vision,Profnd impair/near norm,
+36969,One eye: profound vision impairment; other eye: normal vision,Profound impair/normal,
+36970,"Moderate or severe impairment, one eye, impairment level not further specified","Low vision, one eye",
+36971,One eye: severe vision impairment; other eye: vision not specified,One eye-severe/oth-unknw,
+36972,One eye: severe vision impairment; other eye: near-normal vision,One eye-sev/oth-nr norm,
+36973,One eye: severe vision impairment; other eye: normal vision,One eye-severe/oth-norm,
+36974,One eye: moderate vision impairment; other eye: vision not specified,One eye-mod/other-unknwn,
+36975,One eye: moderate vision impairment; other eye: near-normal vision,One eye-mod/oth-nr norm,
+36976,One eye: moderate vision impairment; other eye: normal vision,One eye-mod/oth normal,
+3698,"Unqualified visual loss, one eye","Visual loss, one eye NOS",
+3699,Unspecified visual loss,Visual loss NOS,
+37000,"Corneal ulcer, unspecified",Corneal ulcer NOS,
+37001,Marginal corneal ulcer,Marginal corneal ulcer,
+37002,Ring corneal ulcer,Ring corneal ulcer,
+37003,Central corneal ulcer,Central corneal ulcer,
+37004,Hypopyon ulcer,Hypopyon ulcer,
+37005,Mycotic corneal ulcer,Mycotic corneal ulcer,
+37006,Perforated corneal ulcer,Perforated corneal ulcer,
+37007,Mooren's ulcer,Mooren's ulcer,
+37020,"Superficial keratitis, unspecified",Superfic keratitis NOS,
+37021,Punctate keratitis,Punctate keratitis,
+37022,Macular keratitis,Macular keratitis,
+37023,Filamentary keratitis,Filamentary keratitis,
+37024,Photokeratitis,Photokeratitis,
+37031,Phlyctenular keratoconjunctivitis,Phlycten keratoconjunct,
+37032,Limbar and corneal involvement in vernal conjunctivitis,Limbar keratoconjunctiv,
+37033,"Keratoconjunctivitis sicca, not specified as Sjogren's",Keratoconjunctivit sicca,
+37034,Exposure keratoconjunctivitis,Expsure keratoconjunctiv,
+37035,Neurotrophic keratoconjunctivitis,Neurotroph keratoconjunc,
+37040,"Keratoconjunctivitis, unspecified",Keratoconjunctivitis NOS,
+37044,Keratitis or keratoconjunctivitis in exanthema,Keratitis in exanthema,
+37049,Other keratoconjunctivitis,Keratoconjunctivitis NEC,
+37050,"Interstitial keratitis, unspecified",Interstit keratitis NOS,
+37052,Diffuse interstitial keratitis,Diffus interstit keratit,
+37054,Sclerosing keratitis,Sclerosing keratitis,
+37055,Corneal abscess,Corneal abscess,
+37059,Other interstitial and deep keratitis,Interstit keratitis NEC,
+37060,"Corneal neovascularization, unspecified",Cornea neovasculariz NOS,
+37061,Localized vascularization of cornea,Local vasculariza cornea,
+37062,Pannus (corneal),Corneal pannus,
+37063,Deep vascularization of cornea,Deep vasculariza cornea,
+37064,Ghost vessels (corneal),Corneal ghost vessels,
+3708,Other forms of keratitis,Keratitis NEC,
+3709,Unspecified keratitis,Keratitis NOS,
+37100,"Corneal opacity, unspecified",Corneal opacity NOS,
+37101,Minor opacity of cornea,Minor opacity of cornea,
+37102,Peripheral opacity of cornea,Periph opacity of cornea,
+37103,Central opacity of cornea,"Central opacity, cornea",
+37104,Adherent leucoma,Adherent leucoma,
+37105,Phthisical cornea,Phthisical cornea,
+37110,"Corneal deposit, unspecified",Corneal deposit NOS,
+37111,Anterior corneal pigmentations,Ant cornea pigmentation,
+37112,Stromal corneal pigmentations,Stromal cornea pigment,
+37113,Posterior corneal pigmentations,Post cornea pigmentation,
+37114,Kayser-Fleischer ring,Kayser-fleischer ring,
+37115,Other corneal deposits associated with metabolic disorders,Oth deposit w metab dis,
+37116,Argentous corneal deposits,Argentous cornea deposit,
+37120,"Corneal edema, unspecified",Corneal edema NOS,
+37121,Idiopathic corneal edema,Idiopathic corneal edema,
+37122,Secondary corneal edema,Secondary corneal edema,
+37123,Bullous keratopathy,Bullous keratopathy,
+37124,Corneal edema due to wearing of contact lenses,Edema d/t contact lens,
+37130,"Corneal membrane change, unspecified",Cornea memb change NOS,
+37131,Folds and rupture of bowman's membrane,Fold of bowman membrane,
+37132,Folds in descemet's membrane,Fold in descemet membran,
+37133,Rupture in descemet's membrane,Rupture descemet membran,
+37140,"Corneal degeneration, unspecified",Corneal degeneration NOS,
+37141,Senile corneal changes,Senile corneal changes,
+37142,Recurrent erosion of cornea,Recurrent cornea erosion,
+37143,Band-shaped keratopathy,Band-shaped keratopathy,
+37144,Other calcerous degenerations of cornea,Calcer cornea degen NEC,
+37145,Keratomalacia NOS,Keratomalacia NOS,
+37146,Nodular degeneration of cornea,Nodular cornea degen,
+37148,Peripheral degenerations of cornea,Peripheral cornea degen,
+37149,Other corneal degenerations,Cornea degeneration NEC,
+37150,"Hereditary corneal dystrophy, unspecified",Corneal dystrophy NOS,
+37151,Juvenile epithelial corneal dystrophy,Juv epith cornea dystrph,
+37152,Other anterior corneal dystrophies,Ant cornea dystrophy NEC,
+37153,Granular corneal dystrophy,Granular cornea dystrphy,
+37154,Lattice corneal dystrophy,Lattice cornea dystrophy,
+37155,Macular corneal dystrophy,Macular cornea dystrophy,
+37156,Other stromal corneal dystrophies,Strom cornea dystrph NEC,
+37157,Endothelial corneal dystrophy,Endothel cornea dystrphy,
+37158,Other posterior corneal dystrophies,Post cornea dystrphy NEC,
+37160,"Keratoconus, unspecified",Keratoconus NOS,
+37161,"Keratoconus, stable condition","Keratoconus, stable",
+37162,"Keratoconus, acute hydrops","Keratoconus, ac hydrops",
+37170,"Corneal deformity, unspecified",Corneal deformity NOS,
+37171,Corneal ectasia,Corneal ectasia,
+37172,Descemetocele,Descemetocele,
+37173,Corneal staphyloma,Corneal staphyloma,
+37181,Corneal anesthesia and hypoesthesia,Corneal anesthesia,
+37182,Corneal disorder due to contact lens,Corneal dsdr contct lens,
+37189,Other corneal disorders,Corneal disorder NEC,
+3719,Unspecified corneal disorder,Corneal disorder NOS,
+37200,"Acute conjunctivitis, unspecified",Acute conjunctivitis NOS,
+37201,"Serous conjunctivitis, except viral",Serous conjunctivitis,
+37202,Acute follicular conjunctivitis,Ac follic conjunctivitis,
+37203,Other mucopurulent conjunctivitis,Mucopur conjunctivit NEC,
+37204,Pseudomembranous conjunctivitis,Pseudomemb conjunctivit,
+37205,Acute atopic conjunctivitis,Ac atopic conjunctivitis,
+37206,Acute chemical conjunctivitis,Ac chem conjunctivitis,
+37210,"Chronic conjunctivitis, unspecified",Chr conjunctivitis NOS,
+37211,Simple chronic conjunctivitis,Simpl chr conjunctivitis,
+37212,Chronic follicular conjunctivitis,Chr follic conjunctivit,
+37213,Vernal conjunctivitis,Vernal conjunctivitis,
+37214,Other chronic allergic conjunctivitis,Chr allrg conjunctiv NEC,
+37215,Parasitic conjunctivitis,Parasitic conjunctivitis,
+37220,"Blepharoconjunctivitis, unspecified",Blepharoconjunctivit NOS,
+37221,Angular blepharoconjunctivitis,Angular blepharoconjunct,
+37222,Contact blepharoconjunctivitis,Contact blepharoconjunct,
+37230,"Conjunctivitis, unspecified",Conjunctivitis NOS,
+37231,Rosacea conjunctivitis,Rosacea conjunctivitis,
+37233,Conjunctivitis in mucocutaneous disease,Mucocutan dis conjunctiv,
+37234,Pingueculitis,Pingueculitis,
+37239,Other conjunctivitis,Conjunctivitis NEC,
+37240,"Pterygium, unspecified",Pterygium NOS,
+37241,"Peripheral pterygium, stationary",Periph station pterygium,
+37242,"Peripheral pterygium, progressive",Periph progess pterygium,
+37243,Central pterygium,Central pterygium,
+37244,Double pterygium,Double pterygium,
+37245,Recurrent pterygium,Recurrent pterygium,
+37250,"Conjunctival degeneration, unspecified",Conjunctival degen NOS,
+37251,Pinguecula,Pinguecula,
+37252,Pseudopterygium,Pseudopterygium,
+37253,Conjunctival xerosis,Conjunctival xerosis,
+37254,Conjunctival concretions,Conjunctival concretions,
+37255,Conjunctival pigmentations,Conjunctiva pigmentation,
+37256,Conjunctival deposits,Conjunctival deposits,
+37261,Granuloma of conjunctiva,Granuloma of conjunctiva,
+37262,Localized adhesions and strands of conjunctiva,Local conjunctiva adhes,
+37263,Symblepharon,Symblepharon,
+37264,Scarring of conjunctiva,Scarring of conjunctiva,
+37271,Hyperemia of conjunctiva,Hyperemia of conjunctiva,
+37272,Conjunctival hemorrhage,Conjunctival hemorrhage,
+37273,Conjunctival edema,Conjunctival edema,
+37274,Vascular abnormalities of conjunctiva,Conjunctiva vasc anomaly,
+37275,Conjunctival cysts,Conjunctival cysts,
+37281,Conjunctivochalasis,Conjunctivochalasis,
+37289,Other disorders of conjunctiva,Conjunctiva disorder NEC,
+3729,Unspecified disorder of conjunctiva,Conjunctiva disorder NOS,
+37300,"Blepharitis, unspecified",Blepharitis NOS,
+37301,Ulcerative blepharitis,Ulcerative blepharitis,
+37302,Squamous blepharitis,Squamous blepharitis,
+37311,Hordeolum externum,Hordeolum externum,
+37312,Hordeolum internum,Hordeolum internum,
+37313,Abscess of eyelid,Abscess of eyelid,
+3732,Chalazion,Chalazion,
+37331,Eczematous dermatitis of eyelid,Eczem dermatitis eyelid,
+37332,Contact and allergic dermatitis of eyelid,Contact dermatit eyelid,
+37333,Xeroderma of eyelid,Xeroderma of eyelid,
+37334,Discoid lupus erythematosus of eyelid,Disc lup erythematos lid,
+3734,Infective dermatitis of eyelid of types resulting in deformity,Infect derm lid w deform,
+3735,Other infective dermatitis of eyelid,Infec dermatitis lid NEC,
+3736,Parasitic infestation of eyelid,Parasitic infest eyelid,
+3738,Other inflammations of eyelids,Inflammation eyelid NEC,
+3739,Unspecified inflammation of eyelid,Inflammation eyelid NOS,
+37400,"Entropion, unspecified",Entropion NOS,
+37401,Senile entropion,Senile entropion,
+37402,Mechanical entropion,Mechanical entropion,
+37403,Spastic entropion,Spastic entropion,
+37404,Cicatricial entropion,Cicatricial entropion,
+37405,Trichiasis of eyelid without entropion,Trichiasis w/o entropion,
+37410,"Ectropion, unspecified",Ectropion NOS,
+37411,Senile ectropion,Senile ectropion,
+37412,Mechanical ectropion,Mechanical ectropion,
+37413,Spastic ectropion,Spastic ectropion,
+37414,Cicatricial ectropion,Cicatricial ectropion,
+37420,"Lagophthalmos, unspecified",Lagophthalmos NOS,
+37421,Paralytic lagophthalmos,Paralytic lagophthalmos,
+37422,Mechanical lagophthalmos,Mechanical lagophthalmos,
+37423,Cicatricial lagophthalmos,Cicatricial lagophthalm,
+37430,"Ptosis of eyelid, unspecified",Ptosis of eyelid NOS,
+37431,Paralytic ptosis,Paralytic ptosis,
+37432,Myogenic ptosis,Myogenic ptosis,
+37433,Mechanical ptosis,Mechanical ptosis,
+37434,Blepharochalasis,Blepharochalasis,
+37441,Lid retraction or lag,Lid retraction or lag,
+37443,Abnormal innervation syndrome of eyelid,Abnorm innervation synd,
+37444,Sensory disorders of eyelid,"Sensory disorders, lid",
+37445,Other sensorimotor disorders of eyelid,Sensormotr disor lid NEC,
+37446,Blepharophimosis,Blepharophimosis,
+37450,"Degenerative disorder of eyelid, unspecified","Degen disorder NOS, lid",
+37451,Xanthelasma of eyelid,Xanthelasma,
+37452,Hyperpigmentation of eyelid,Hyperpigmentation lid,
+37453,Hypopigmentation of eyelid,Hypopigmentation lid,
+37454,Hypertrichosis of eyelid,Hypertrichosis of eyelid,
+37455,Hypotrichosis of eyelid,Hypotrichosis of eyelid,
+37456,Other degenerative disorders of skin affecting eyelid,Degen dis eyelid NEC,
+37481,Hemorrhage of eyelid,Hemorrhage of eyelid,
+37482,Edema of eyelid,Edema of eyelid,
+37483,Elephantiasis of eyelid,Elephantiasis of eyelid,
+37484,Cysts of eyelids,Cysts of eyelids,
+37485,Vascular anomalies of eyelid,"Vascular anomaly, eyelid",
+37486,Retained foreign body of eyelid,"Old foreign body, eyelid",
+37487,Dermatochalasis,Dermatochalasis,
+37489,Other disorders of eyelid,Disorders of eyelid NEC,
+3749,Unspecified disorder of eyelid,Disorder of eyelid NOS,
+37500,"Dacryoadenitis, unspecified",Dacryoadenitis NOS,
+37501,Acute dacryoadenitis,Acute dacryoadenitis,
+37502,Chronic dacryoadenitis,Chronic dacryoadenitis,
+37503,Chronic enlargement of lacrimal gland,Ch enlargmnt lacrim glnd,
+37511,Dacryops,Dacryops,
+37512,Other lacrimal cysts and cystic degeneration,Lacrimal gland cyst NEC,
+37513,Primary lacrimal atrophy,Primary lacrimal atrophy,
+37514,Secondary lacrimal atrophy,Secondary lacrim atrophy,
+37515,"Tear film insufficiency, unspecified",Tear film insuffic NOS,
+37516,Dislocation of lacrimal gland,Lacrimal gland dislocat,
+37520,"Epiphora, unspecified as to cause",Epiphora NOS,
+37521,Epiphora due to excess lacrimation,Epiphora d/t excess tear,
+37522,Epiphora due to insufficient drainage,Epiphora d/t insuf drain,
+37530,"Dacryocystitis, unspecified",Dacryocystitis NOS,
+37531,"Acute canaliculitis, lacrimal",Acute canaliculitis,
+37532,Acute dacryocystitis,Acute dacryocystitis,
+37533,Phlegmonous dacryocystitis,Phlegmon dacryocystitis,
+37541,Chronic canaliculitis,Chronic canaliculitis,
+37542,Chronic dacryocystitis,Chronic dacryocystitis,
+37543,Lacrimal mucocele,Lacrimal mucocele,
+37551,Eversion of lacrimal punctum,Lacriml punctum eversion,
+37552,Stenosis of lacrimal punctum,Lacriml punctum stenosis,
+37553,Stenosis of lacrimal canaliculi,Lacrim canalic stenosis,
+37554,Stenosis of lacrimal sac,Lacrimal sac stenosis,
+37555,"Obstruction of nasolacrimal duct, neonatal",Neonatal nasolacrml obst,
+37556,"Stenosis of nasolacrimal duct, acquired",Acq nasolacrml stenosis,
+37557,Dacryolith,Dacryolith,
+37561,Lacrimal fistula,Lacrimal fistula,
+37569,Other changes of lacrimal passages,Lacrim passge change NEC,
+37581,Granuloma of lacrimal passages,Lacrim passage granuloma,
+37589,Other disorders of lacrimal system,Lacrimal syst dis NEC,
+3759,Unspecified disorder of lacrimal system,Lacrimal syst dis NOS,
+37600,"Acute inflammation of orbit, unspecified","Acute inflam NOS, orbit",
+37601,Orbital cellulitis,Orbital cellulitis,
+37602,Orbital periostitis,Orbital periostitis,
+37603,Orbital osteomyelitis,Orbital osteomyelitis,
+37604,Orbital tenonitis,Orbital tenonitis,
+37610,"Chronic inflammation of orbit, unspecified","Chr inflam NOS, orbit",
+37611,Orbital granuloma,Orbital granuloma,
+37612,Orbital myositis,Orbital myositis,
+37613,Parasitic infestation of orbit,"Parasite infest, orbit",
+37621,Thyrotoxic exophthalmos,Thyrotoxic exophthalmos,
+37622,Exophthalmic ophthalmoplegia,Exophthalm ophthalmopleg,
+37630,"Exophthalmos, unspecified",Exophthalmos NOS,
+37631,Constant exophthalmos,Constant exophthalmos,
+37632,Orbital hemorrhage,Orbital hemorrhage,
+37633,Orbital edema or congestion,Orbital edema,
+37634,Intermittent exophthalmos,Intermittnt exophthalmos,
+37635,Pulsating exophthalmos,Pulsating exophthalmos,
+37636,Lateral displacement of globe,Lateral globe displacmnt,
+37640,"Deformity of orbit, unspecified",Deformity of orbit NOS,
+37641,Hypertelorism of orbit,Hypertelorism of orbit,
+37642,Exostosis of orbit,Exostosis of orbit,
+37643,Local deformities of orbit due to bone disease,Orbt deform d/t bone dis,
+37644,Orbital deformities associated with craniofacial deformities,Craniofacial-orbit defor,
+37645,Atrophy of orbit,Atrophy of orbit,
+37646,Enlargement of orbit,Enlargement of orbit,
+37647,Deformity of orbit due to trauma or surgery,Orbit deform d/t trauma,
+37650,"Enophthalmos, unspecified as to cause",Enophthalmos NOS,
+37651,Enophthalmos due to atrophy of orbital tissue,Enophth d/t orbit atrphy,
+37652,Enophthalmos due to trauma or surgery,Enophthalmos d/t trauma,
+3766,Retained (old) foreign body following penetrating wound of orbit,"Old foreign body, orbit",
+37681,Orbital cysts,Orbital cysts,
+37682,Myopathy of extraocular muscles,Extraocul muscl myopathy,
+37689,Other orbital disorders,Orbital disorders NEC,
+3769,Unspecified disorder of orbit,Orbital disorder NOS,
+37700,"Papilledema, unspecified",Papilledema NOS,
+37701,Papilledema associated with increased intracranial pressure,Papilledema w incr press,
+37702,Papilledema associated with decreased ocular pressure,Papilledema w decr press,
+37703,Papilledema associated with retinal disorder,Papilledema w retina dis,
+37704,Foster-Kennedy syndrome,Foster-kennedy syndrome,
+37710,"Optic atrophy, unspecified",Optic atrophy NOS,
+37711,Primary optic atrophy,Primary optic atrophy,
+37712,Postinflammatory optic atrophy,Postinflam optic atrophy,
+37713,Optic atrophy associated with retinal dystrophies,Optic atrph w retin dyst,
+37714,Glaucomatous atrophy [cupping] of optic disc,Cupping of optic disc,
+37715,Partial optic atrophy,Partial optic atrophy,
+37716,Hereditary optic atrophy,Hereditary optic atrophy,
+37721,Drusen of optic disc,Drusen of optic disc,
+37722,Crater-like holes of optic disc,Crater-like hole op disc,
+37723,Coloboma of optic disc,Coloboma of optic disc,
+37724,Pseudopapilledema,Pseudopapilledema,
+37730,"Optic neuritis, unspecified",Optic neuritis NOS,
+37731,Optic papillitis,Optic papillitis,
+37732,Retrobulbar neuritis (acute),Retrobulbar neuritis,
+37733,Nutritional optic neuropathy,Nutrition optc neuropthy,
+37734,Toxic optic neuropathy,Toxic optic neuropathy,
+37739,Other optic neuritis,Optic neuritis NEC,
+37741,Ischemic optic neuropathy,Ischemic optic neuropthy,
+37742,Hemorrhage in optic nerve sheaths,Optic nerve sheath hemor,
+37743,Optic nerve hypoplasia,Optic nerve hypoplasia,
+37749,Other disorders of optic nerve,Optic nerve disorder NEC,
+37751,Disorders of optic chiasm associated with pituitary neoplasms and disorders,Opt chiasm w pituit dis,
+37752,Disorders of optic chiasm associated with other neoplasms,Opt chiasm dis/neopl NEC,
+37753,Disorders of optic chiasm associated with vascular disorders,Opt chiasm w vascul dis,
+37754,Disorders of optic chiasm associated with inflammatory disorders,Op chiasm dis w infl dis,
+37761,Disorders of other visual pathways associated with neoplasms,Vis path dis w neoplasms,
+37762,Disorders of other visual pathways associated with vascular disorders,Vis path dis w vasc dis,
+37763,Disorders of other visual pathways associated with inflammatory disorders,Vis path dis w infl dis,
+37771,Disorders of visual cortex associated with neoplasms,Vis cortx dis w neoplasm,
+37772,Disorders of visual cortex associated with vascular disorders,Vis cortx dis w vasc dis,
+37773,Disorders of visual cortex associated with inflammatory disorders,Vis cortex dis w inflam,
+37775,Cortical blindness,Cortical blindness,
+3779,Unspecified disorder of optic nerve and visual pathways,Optic nerve disorder NOS,
+37800,"Esotropia, unspecified",Esotropia NOS,
+37801,Monocular esotropia,Monocular esotropia,
+37802,Monocular esotropia with A pattern,Monoc esotrop w a pattrn,
+37803,Monocular esotropia with V pattern,Monoc esotrop w v pattrn,
+37804,Monocular esotropia with other noncomitancies,Monoc esotrop w x/y pat,
+37805,Alternating esotropia,Alternating esotropia,
+37806,Alternating esotropia with A pattern,Alt esotropia w a pattrn,
+37807,Alternating esotropia with V pattern,Alt esotropia w v pattrn,
+37808,Alternating esotropia with other noncomitancies,Alt esotrop w x/y pattrn,
+37810,"Exotropia, unspecified",Exotropia NOS,
+37811,Monocular exotropia,Monocular exotropia,
+37812,Monocular exotropia with A pattern,Monoc exotrop w a pattrn,
+37813,Monocular exotropia with V pattern,Monoc exotrop w v pattrn,
+37814,Monocular exotropia with other noncomitancies,Monoc exotrop w x/y pat,
+37815,Alternating exotropia,Alternating exotropia,
+37816,Alternating exotropia with A pattern,Alt exotropia w a pattrn,
+37817,Alternating exotropia with V pattern,Alt exotropia w v pattrn,
+37818,Alternating exotropia with other noncomitancies,Alt exotrop w x/y pattrn,
+37820,"Intermittent heterotropia, unspecified",Intermit heterotrop NOS,
+37821,"Intermittent esotropia, monocular",Intermit monoc esotropia,
+37822,"Intermittent esotropia, alternating",Intermit altrn esotropia,
+37823,"Intermittent exotropia, monocular",Intermit monoc exotropia,
+37824,"Intermittent exotropia, alternating",Intermit altrn exotropia,
+37830,"Heterotropia, unspecified",Heterotropia NOS,
+37831,Hypertropia,Hypertropia,
+37832,Hypotropia,Hypotropia,
+37833,Cyclotropia,Cyclotropia,
+37834,Monofixation syndrome,Monofixation syndrome,
+37835,Accommodative component in esotropia,Accommodative esotropia,
+37840,"Heterophoria, unspecified",Heterophoria NOS,
+37841,Esophoria,Esophoria,
+37842,Exophoria,Exophoria,
+37843,Vertical heterophoria,Vertical heterophoria,
+37844,Cyclophoria,Cyclophoria,
+37845,Alternating hyperphoria,Alternating hyperphoria,
+37850,"Paralytic strabismus, unspecified",Paralytic strabismus NOS,
+37851,"Third or oculomotor nerve palsy, partial",Partial third nerv palsy,
+37852,"Third or oculomotor nerve palsy, total",Total third nerve palsy,
+37853,Fourth or trochlear nerve palsy,Fourth nerve palsy,
+37854,Sixth or abducens nerve palsy,Sixth nerve palsy,
+37855,External ophthalmoplegia,External ophthalmoplegia,
+37856,Total ophthalmoplegia,Total ophthalmoplegia,
+37860,"Mechanical strabismus, unspecified",Mechanical strabism NOS,
+37861,Brown's (tendon) sheath syndrome,Brown's sheath syndrome,
+37862,Mechanical strabismus from other musculofascial disorders,Mech strab d/t muscl dis,
+37863,Limited duction associated with other conditions,Mech strab w oth conditn,
+37871,Duane's syndrome,Duane's syndrome,
+37872,Progressive external ophthalmoplegia,Prog ext ophthalmoplegia,
+37873,Strabismus in other neuromuscular disorders,Neuromuscle dis strabism,
+37881,Palsy of conjugate gaze,Palsy of conjugate gaze,
+37882,Spasm of conjugate gaze,Spasm of conjugate gaze,
+37883,Convergence insufficiency or palsy,Convergenc insufficiency,
+37884,Convergence excess or spasm,Convergence excess,
+37885,Anomalies of divergence,Anomalies of divergence,
+37886,Internuclear ophthalmoplegia,Internucl ophthalmopleg,
+37887,Other dissociated deviation of eye movements,"Skew deviation, eye",
+3789,Unspecified disorder of eye movements,Eye movemnt disorder NOS,
+37900,"Scleritis, unspecified",Scleritis NOS,
+37901,Episcleritis periodica fugax,Episclerit periodic fugx,
+37902,Nodular episcleritis,Nodular episcleritis,
+37903,Anterior scleritis,Anterior scleritis,
+37904,Scleromalacia perforans,Scleromalacia perforans,
+37905,Scleritis with corneal involvement,Scleritis w cornea invol,
+37906,Brawny scleritis,Brawny scleritis,
+37907,Posterior scleritis,Posterior scleritis,
+37909,Other scleritis and episcleritis,Scleritis NEC,
+37911,Scleral ectasia,Scleral ectasia,
+37912,Staphyloma posticum,Staphyloma posticum,
+37913,Equatorial staphyloma,Equatorial staphyloma,
+37914,"Anterior staphyloma, localized",Local anterior staphylma,
+37915,Ring staphyloma,Ring staphyloma,
+37916,Other degenerative disorders of sclera,Scleral degen dis NEC,
+37919,Other disorders of sclera,Disorder of sclera NEC,
+37921,Vitreous degeneration,Vitreous degeneration,
+37922,Crystalline deposits in vitreous,Crystal deposit vitreous,
+37923,Vitreous hemorrhage,Vitreous hemorrhage,
+37924,Other vitreous opacities,Vitreous opacities NEC,
+37925,Vitreous membranes and strands,Vitreous membranes,
+37926,Vitreous prolapse,Vitreous prolapse,
+37927,Vitreomacular adhesion,Vitreomacular adhesion,
+37929,Other disorders of vitreous,Vitreous disorders NEC,
+37931,Aphakia,Aphakia,
+37932,Subluxation of lens,Subluxation of lens,
+37933,Anterior dislocation of lens,Ant dislocation of lens,
+37934,Posterior dislocation of lens,Post dislocation of lens,
+37939,Other disorders of lens,Disorders of lens NEC,
+37940,"Abnormal pupillary function, unspecified",Abn pupil function NOS,
+37941,Anisocoria,Anisocoria,
+37942,"Miosis (persistent), not due to miotics",Miosis not d/t miotics,
+37943,"Mydriasis (persistent), not due to mydriatics",Mydriasis not d/t mydrtc,
+37945,"Argyll Robertson pupil, atypical",Argyll robertson pupil,
+37946,Tonic pupillary reaction,Tonic pupillary reaction,
+37949,Other anomalies of pupillary function,Pupil funct anomaly NEC,
+37950,"Nystagmus, unspecified",Nystagmus NOS,
+37951,Congenital nystagmus,Congenital nystagmus,
+37952,Latent nystagmus,Latent nystagmus,
+37953,Visual deprivation nystagmus,Visual deprivatn nystagm,
+37954,Nystagmus associated with disorders of the vestibular system,Nystagms w vestibulr dis,
+37955,Dissociated nystagmus,Dissociated nystagmus,
+37956,Other forms of nystagmus,Nystagmus NEC,
+37957,Deficiencies of saccadic eye movements,Saccadic eye movmnt def,
+37958,Deficiencies of smooth pursuit movements,Smooth pursuit mvmnt def,
+37959,Other irregularities of eye movements,Irregular eye mvmnts NEC,
+37960,"Inflammation (infection) of postprocedural bleb, unspecified",Inflam postproc bleb NOS,
+37961,"Inflammation (infection) of postprocedural bleb, stage 1","Inflam postproc bleb, 1",
+37962,"Inflammation (infection) of postprocedural bleb, stage 2","Inflam postproc bleb, 2",
+37963,"Inflammation (infection) of postprocedural bleb, stage 3","Inflam postproc bleb, 3",
+3798,Other specified disorders of eye and adnexa,Eye disorders NEC,
+37990,"Disorder of eye, unspecified",Eye disorder NOS,
+37991,Pain in or around eye,Pain in or around eye,
+37992,Swelling or mass of eye,Swelling or mass of eye,
+37993,Redness or discharge of eye,Redness/discharge of eye,
+37999,Other ill-defined disorders of eye,Ill-defined eye dis NEC,
+38000,"Perichondritis of pinna, unspecified",Perichondritis pinna NOS,
+38001,Acute perichondritis of pinna,Ac perichondritis pinna,
+38002,Chronic perichondritis of pinna,Chr perichondritis pinna,
+38003,Chondritis of pinna,Chondritis of pinna,
+38010,"Infective otitis externa, unspecified",Infec otitis externa NOS,
+38011,Acute infection of pinna,Acute infection of pinna,
+38012,Acute swimmers' ear,Acute swimmers' ear,
+38013,Other acute infections of external ear,Ac infect extern ear NEC,
+38014,Malignant otitis externa,Malignant otitis externa,
+38015,Chronic mycotic otitis externa,Chr mycot otitis externa,
+38016,Other chronic infective otitis externa,Chr inf otit externa NEC,
+38021,Cholesteatoma of external ear,Cholesteatoma extern ear,
+38022,Other acute otitis externa,Acute otitis externa NEC,
+38023,Other chronic otitis externa,Chr otitis externa NEC,
+38030,"Disorder of pinna, unspecified",Disorder of pinna NOS,
+38031,Hematoma of auricle or pinna,Hematoma auricle/pinna,
+38032,Acquired deformities of auricle or pinna,Acq deform auricle/pinna,
+38039,Other noninfectious disorders of pinna,Noninfect dis pinna NEC,
+3804,Impacted cerumen,Impacted cerumen,
+38050,"Acquired stenosis of external ear canal, unspecified as to cause",Acq stenos ear canal NOS,
+38051,Acquired stenosis of external ear canal secondary to trauma,Stenosis ear d/t trauma,
+38052,Acquired stenosis of external ear canal secondary to surgery,Stenosis ear d/t surgery,
+38053,Acquired stenosis of external ear canal secondary to inflammation,Stenosis ear d/t inflam,
+38081,Exostosis of external ear canal,Exostosis ext ear canal,
+38089,Other disorders of external ear,Dis external ear NEC,
+3809,Unspecified disorder of external ear,Dis external ear NOS,
+38100,"Acute nonsuppurative otitis media, unspecified",Ac nonsup otitis med NOS,
+38101,Acute serous otitis media,Ac serous otitis media,
+38102,Acute mucoid otitis media,Ac mucoid otitis media,
+38103,Acute sanguinous otitis media,Ac sanguin otitis media,
+38104,Acute allergic serous otitis media,Ac allergic serous OM,
+38105,Acute allergic mucoid otitis media,Ac allergic mucoid OM,
+38106,Acute allergic sanguinous otitis media,Ac allerg sanguinous OM,
+38110,"Chronic serous otitis media, simple or unspecified",Chr serous OM simp/NOS,
+38119,Other chronic serous otitis media,Chr serous OM NEC,
+38120,"Chronic mucoid otitis media, simple or unspecified",Chr mucoid OM simp/NOS,
+38129,Other chronic mucoid otitis media,Chr mucoid OM NEC,
+3813,Other and unspecified chronic nonsuppurative otitis media,Chr nonsup OM NOS/NEC,
+3814,"Nonsuppurative otitis media, not specified as acute or chronic",Nonsupp otitis media NOS,
+38150,"Eustachian salpingitis, unspecified",Eustachian salping NOS,
+38151,Acute Eustachian salpingitis,Ac eustachian salping,
+38152,Chronic Eustachian salpingitis,Chr eustachian salping,
+38160,"Obstruction of Eustachian tube, unspecified",Obstr eustach tube NOS,
+38161,Osseous obstruction of Eustachian tube,Osseous eustachian obstr,
+38162,Intrinsic cartilagenous obstruction of Eustachian tube,Intrinsic eustach obstr,
+38163,Extrinsic cartilagenous obstruction of Eustachian tube,Extrinsic eustach obstr,
+3817,Patulous Eustachian tube,Patulous eustachian tube,
+38181,Dysfunction of Eustachian tube,Dysfunct eustachian tube,
+38189,Other disorders of Eustachian tube,Eustachian tube dis NEC,
+3819,Unspecified Eustachian tube disorder,Eustachian tube dis NOS,
+38200,Acute suppurative otitis media without spontaneous rupture of eardrum,Ac supp otitis media NOS,
+38201,Acute suppurative otitis media with spontaneous rupture of eardrum,Ac supp OM w drum rupt,
+38202,Acute suppurative otitis media in diseases classified elsewhere,Ac supp OM in oth dis,
+3821,Chronic tubotympanic suppurative otitis media,Chr tubotympan suppur OM,
+3822,Chronic atticoantral suppurative otitis media,Chr atticoantral sup OM,
+3823,Unspecified chronic suppurative otitis media,Chr sup otitis media NOS,
+3824,Unspecified suppurative otitis media,Suppur otitis media NOS,
+3829,Unspecified otitis media,Otitis media NOS,
+38300,Acute mastoiditis without complications,Ac mastoiditis w/o compl,
+38301,Subperiosteal abscess of mastoid,Subperi mastoid abscess,
+38302,Acute mastoiditis with other complications,Ac mastoiditis-compl NEC,
+3831,Chronic mastoiditis,Chronic mastoiditis,
+38320,"Petrositis, unspecified",Petrositis NOS,
+38321,Acute petrositis,Acute petrositis,
+38322,Chronic petrositis,Chronic petrositis,
+38330,"Postmastoidectomy complication, unspecified",Postmastoid compl NOS,
+38331,Mucosal cyst of postmastoidectomy cavity,Postmastoid mucosal cyst,
+38332,Recurrent cholesteatoma of postmastoidectomy cavity,Postmastoid cholesteatma,
+38333,Granulations of postmastoidectomy cavity,Postmastoid granulations,
+38381,Postauricular fistula,Postauricular fistula,
+38389,Other disorders of mastoid,Disorders of mastoid NEC,
+3839,Unspecified mastoiditis,Mastoiditis NOS,
+38400,"Acute myringitis, unspecified",Acute myringitis NOS,
+38401,Bullous myringitis,Bullous myringitis,
+38409,Other acute myringitis without mention of otitis media,Acute myringitis NEC,
+3841,Chronic myringitis without mention of otitis media,Chronic myringitis,
+38420,"Perforation of tympanic membrane, unspecified",Perforat tympan memb NOS,
+38421,Central perforation of tympanic membrane,Cent perf tympanic memb,
+38422,Attic perforation of tympanic membrane,Attic perf tympanic memb,
+38423,Other marginal perforation of tympanic membrane,Marginal perf tymp NEC,
+38424,Multiple perforations of tympanic membrane,Mult perf tympanic memb,
+38425,Total perforation of tympanic membrane,Total perf tympanic memb,
+38481,Atrophic flaccid tympanic membrane,Atrophic flaccid tympan,
+38482,Atrophic nonflaccid tympanic membrane,Atrophic nonflaccid tymp,
+3849,Unspecified disorder of tympanic membrane,Dis tympanic memb NOS,
+38500,"Tympanosclerosis, unspecified as to involvement",Tympanosclerosis NOS,
+38501,Tympanosclerosis involving tympanic membrane only,Tympanoscl-tympanic memb,
+38502,Tympanosclerosis involving tympanic membrane and ear ossicles,Tympnoscler-tymp/ossicle,
+38503,"Tympanosclerosis involving tympanic membrane, ear ossicles, and middle ear",Tympanoscler-all parts,
+38509,Tympanosclerosis involving other combination of structures,Tympnsclr-oth site comb,
+38510,"Adhesive middle ear disease, unspecified as to involvement",Adhesive mid ear dis NOS,
+38511,Adhesions of drum head to incus,Adhesion tympanum-incus,
+38512,Adhesions of drum head to stapes,Adhesion tympanum-stapes,
+38513,Adhesions of drum head to promontorium,Adhesion tymp-promontor,
+38519,Other middle ear adhesions and combinations,Adhesive mid ear dis NEC,
+38521,Impaired mobility of malleus,Ankylosis malleus,
+38522,Impaired mobility of other ear ossicles,Ankylosis ear ossicl NEC,
+38523,Discontinuity or dislocation of ear ossicles,Dislocation ear ossicle,
+38524,Partial loss or necrosis of ear ossicles,Partial loss ear ossicle,
+38530,"Cholesteatoma, unspecified",Cholesteatoma NOS,
+38531,Cholesteatoma of attic,Cholesteatoma of attic,
+38532,Cholesteatoma of middle ear,Cholesteatoma middle ear,
+38533,Cholesteatoma of middle ear and mastoid,Cholestma mid ear/mstoid,
+38535,Diffuse cholesteatosis of middle ear and mastoid,Diffuse cholesteatosis,
+38582,Cholesterin granuloma of middle ear and mastoid,Cholesterin granuloma,
+38583,Retained foreign body of middle ear,Foreign body middle ear,
+38589,Other disorders of middle ear and mastoid,Dis mid ear/mastoid NEC,
+3859,Unspecified disorder of middle ear and mastoid,Dis mid ear/mastoid NOS,
+38600,"MŽnire's disease, unspecified",Meniere's disease NOS,
+38601,"Active MŽnire's disease, cochleovestibular","Actv Meniere,cochlvestib",
+38602,"Active MŽnire's disease, cochlear","Active Meniere, cochlear",
+38603,"Active MŽnire's disease, vestibular","Actv Meniere, vestibular",
+38604,Inactive MŽnire's disease,Inactive Meniere's dis,
+38610,"Peripheral vertigo, unspecified",Peripheral vertigo NOS,
+38611,Benign paroxysmal positional vertigo,Benign parxysmal vertigo,
+38612,Vestibular neuronitis,Vestibular neuronitis,
+38619,Other peripheral vertigo,Peripheral vertigo NEC,
+3862,Vertigo of central origin,Central origin vertigo,
+38630,"Labyrinthitis, unspecified",Labyrinthitis NOS,
+38631,Serous labyrinthitis,Serous labyrinthitis,
+38632,Circumscribed labyrinthitis,Circumscri labyrinthitis,
+38633,Suppurative labyrinthitis,Suppurativ labyrinthitis,
+38634,Toxic labyrinthitis,Toxic labyrinthitis,
+38635,Viral labyrinthitis,Viral labyrinthitis,
+38640,"Labyrinthine fistula, unspecified",Labyrinthine fistula NOS,
+38641,Round window fistula,Round window fistula,
+38642,Oval window fistula,Oval window fistula,
+38643,Semicircular canal fistula,Semicircul canal fistula,
+38648,Labyrinthine fistula of combined sites,Labyrinth fistula comb,
+38650,"Labyrinthine dysfunction, unspecified",Labyrinthine dysfunc NOS,
+38651,"Hyperactive labyrinth, unilateral",Hypract labyrinth unilat,
+38652,"Hyperactive labyrinth, bilateral",Hyperact labyrinth bilat,
+38653,"Hypoactive labyrinth, unilateral",Hypoact labyrinth unilat,
+38654,"Hypoactive labyrinth, bilateral",Hypoact labyrinth bilat,
+38655,"Loss of labyrinthine reactivity, unilateral",Loss labyrn react unilat,
+38656,"Loss of labyrinthine reactivity, bilateral",Loss labyrin react bilat,
+38658,Other forms and combinations of labyrinthine dysfunction,Labyrinthine dysfunc NEC,
+3868,Other disorders of labyrinth,Disorders labyrinth NEC,
+3869,Unspecified vertiginous syndromes and labyrinthine disorders,Vertiginous synd NOS,
+3870,"Otosclerosis involving oval window, nonobliterative",Otoscler-oval wnd nonobl,
+3871,"Otosclerosis involving oval window, obliterative",Otoscler-oval wndw oblit,
+3872,Cochlear otosclerosis,Cochlear otosclerosis,
+3878,Other otosclerosis,Otosclerosis NEC,
+3879,"Otosclerosis, unspecified",Otosclerosis NOS,
+38800,"Degenerative and vascular disorders, unspecified",Degen/vascul dis ear NOS,
+38801,Presbyacusis,Presbyacusis,
+38802,Transient ischemic deafness,Trans ischemic deafness,
+38810,"Noise effects on inner ear, unspecified",Noise effect-ear/NOS,
+38811,Acoustic trauma (explosive) to ear,Acoustic trauma,
+38812,Noise-induced hearing loss,Hearing loss d/t noise,
+3882,"Sudden hearing loss, unspecified",Sudden hearing loss NOS,
+38830,"Tinnitus, unspecified",Tinnitus NOS,
+38831,Subjective tinnitus,Subjective tinnitus,
+38832,Objective tinnitus,Objective tinnitus,
+38840,"Abnormal auditory perception, unspecified",Abn auditory percept NOS,
+38841,Diplacusis,Diplacusis,
+38842,Hyperacusis,Hyperacusis,
+38843,Impairment of auditory discrimination,Impairm auditory discrim,
+38844,Auditory recruitment,Auditory recruitment,
+38845,Acquired auditory processing disorder,Acq auditory process dis,
+3885,Disorders of acoustic nerve,Acoustic nerve disorders,
+38860,"Otorrhea, unspecified",Otorrhea NOS,
+38861,Cerebrospinal fluid otorrhea,Cerebrosp fluid otorrhea,
+38869,Other otorrhea,Otorrhea NEC,
+38870,"Otalgia, unspecified",Otalgia NOS,
+38871,Otogenic pain,Otogenic pain,
+38872,Referred otogenic pain,Referred pain of ear,
+3888,Other disorders of ear,Disorders of ear NEC,
+3889,Unspecified disorder of ear,Disorder of ear NOS,
+38900,"Conductive hearing loss, unspecified",Conduct hearing loss NOS,
+38901,"Conductive hearing loss, external ear",Conduc hear loss ext ear,
+38902,"Conductive hearing loss, tympanic membrane",Conduct hear loss tympan,
+38903,"Conductive hearing loss, middle ear",Conduc hear loss mid ear,
+38904,"Conductive hearing loss, inner ear",Cond hear loss inner ear,
+38905,"Conductive hearing loss, unilateral","Condctv hear loss,unilat",
+38906,"Conductive hearing loss, bilateral","Condctv hear loss, bilat",
+38908,Conductive hearing loss of combined types,Cond hear loss comb type,
+38910,"Sensorineural hearing loss, unspecified",Sensorneur hear loss NOS,
+38911,"Sensory hearing loss, bilateral","Sensry hearng loss,bilat",
+38912,"Neural hearing loss, bilateral","Neural hearng loss,bilat",
+38913,"Neural hearing loss, unilateral","Neural hear loss, unilat",
+38914,Central hearing loss,Central hearing loss,
+38915,"Sensorineural hearing loss, unilateral",Sensorneur hear loss uni,
+38916,"Sensorineural hearing loss, asymmetrical",Sensoneur hear loss asym,
+38917,"Sensory hearing loss, unilateral","Sensory hear loss,unilat",
+38918,"Sensorineural hearing loss, bilateral","Sensonrl hear loss,bilat",
+38920,"Mixed hearing loss, unspecified",Mixed hearing loss NOS,
+38921,"Mixed hearing loss, unilateral","Mixed hearing loss,unilt",
+38922,"Mixed hearing loss, bilateral","Mixed hearing loss,bilat",
+3897,"Deaf, nonspeaking, not elsewhere classifiable","Deaf, nonspeaking NEC",
+3898,Other specified forms of hearing loss,Hearing loss NEC,
+3899,Unspecified hearing loss,Hearing loss NOS,
+390,Rheumatic fever without mention of heart involvement,Rheum fev w/o hrt involv,
+3910,Acute rheumatic pericarditis,Acute rheumatic pericard,
+3911,Acute rheumatic endocarditis,Acute rheumatic endocard,
+3912,Acute rheumatic myocarditis,Ac rheumatic myocarditis,
+3918,Other acute rheumatic heart disease,Ac rheumat hrt dis NEC,
+3919,"Acute rheumatic heart disease, unspecified",Ac rheumat hrt dis NOS,
+3920,Rheumatic chorea with heart involvement,Rheum chorea w hrt invol,
+3929,Rheumatic chorea without mention of heart involvement,Rheumatic chorea NOS,
+393,Chronic rheumatic pericarditis,Chr rheumatic pericard,
+3940,Mitral stenosis,Mitral stenosis,
+3941,Rheumatic mitral insufficiency,Rheumatic mitral insuff,
+3942,Mitral stenosis with insufficiency,Mitral stenosis w insuff,
+3949,Other and unspecified mitral valve diseases,Mitral valve dis NEC/NOS,
+3950,Rheumatic aortic stenosis,Rheumat aortic stenosis,
+3951,Rheumatic aortic insufficiency,Rheumatic aortic insuff,
+3952,Rheumatic aortic stenosis with insufficiency,Rheum aortic sten/insuff,
+3959,Other and unspecified rheumatic aortic diseases,Rheum aortic dis NEC/NOS,
+3960,Mitral valve stenosis and aortic valve stenosis,Mitral/aortic stenosis,
+3961,Mitral valve stenosis and aortic valve insufficiency,Mitral stenos/aort insuf,
+3962,Mitral valve insufficiency and aortic valve stenosis,Mitral insuf/aort stenos,
+3963,Mitral valve insufficiency and aortic valve insufficiency,Mitral/aortic val insuff,
+3968,Multiple involvement of mitral and aortic valves,Mitr/aortic mult involv,
+3969,"Mitral and aortic valve diseases, unspecified",Mitral/aortic v dis NOS,
+3970,Diseases of tricuspid valve,Tricuspid valve disease,
+3971,Rheumatic diseases of pulmonary valve,Rheum pulmon valve dis,
+3979,"Rheumatic diseases of endocardium, valve unspecified",Rheum endocarditis NOS,
+3980,Rheumatic myocarditis,Rheumatic myocarditis,
+39890,"Rheumatic heart disease, unspecified",Rheumatic heart dis NOS,
+39891,Rheumatic heart failure (congestive),Rheumatic heart failure,
+39899,Other rheumatic heart diseases,Rheumatic heart dis NEC,
+4010,Malignant essential hypertension,Malignant hypertension,
+4011,Benign essential hypertension,Benign hypertension,
+4019,Unspecified essential hypertension,Hypertension NOS,
+40200,Malignant hypertensive heart disease without heart failure,Mal hyp ht dis w/o hf,
+40201,Malignant hypertensive heart disease with heart failure,Mal hypert hrt dis w hf,
+40210,Benign hypertensive heart disease without heart failure,Benign hyp ht dis w/o hf,
+40211,Benign hypertensive heart disease with heart failure,Benign hyp ht dis w hf,
+40290,Unspecified hypertensive heart disease without heart failure,Hyp hrt dis NOS w/o hf,
+40291,Unspecified hypertensive heart disease with heart failure,Hyp ht dis NOS w ht fail,
+40300,"Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified",Mal hy kid w cr kid I-IV,
+40301,"Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage V or end stage renal disease",Mal hyp kid w cr kid V,
+40310,"Hypertensive chronic kidney disease, benign, with chronic kidney disease stage I through stage IV, or unspecified",Ben hy kid w cr kid I-IV,
+40311,"Hypertensive chronic kidney disease, benign, with chronic kidney disease stage V or end stage renal disease",Ben hyp kid w cr kid V,
+40390,"Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified",Hy kid NOS w cr kid I-IV,
+40391,"Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease",Hyp kid NOS w cr kid V,
+40400,"Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Mal hy ht/kd I-IV w/o hf,
+40401,"Hypertensive heart and chronic kidney disease, malignant, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Mal hyp ht/kd I-IV w hf,
+40402,"Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage V or end stage renal disease",Mal hy ht/kd st V w/o hf,
+40403,"Hypertensive heart and chronic kidney disease, malignant, with heart failure and with chronic kidney disease stage V or end stage renal disease",Mal hyp ht/kd stg V w hf,
+40410,"Hypertensive heart and chronic kidney disease, benign, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Ben hy ht/kd I-IV w/o hf,
+40411,"Hypertensive heart and chronic kidney disease, benign, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Ben hyp ht/kd I-IV w hf,
+40412,"Hypertensive heart and chronic kidney disease, benign, without heart failure and with chronic kidney disease stage V or end stage renal disease",Ben hy ht/kd st V w/o hf,
+40413,"Hypertensive heart and chronic kidney disease, benign, with heart failure and chronic kidney disease stage V or end stage renal disease",Ben hyp ht/kd stg V w hf,
+40490,"Hypertensive heart and chronic kidney disease, unspecified, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Hy ht/kd NOS I-IV w/o hf,
+40491,"Hypertensive heart and chronic kidney disease, unspecified, with heart failure and with chronic kidney disease stage I through stage IV, or unspecified",Hyp ht/kd NOS I-IV w hf,
+40492,"Hypertensive heart and chronic kidney disease, unspecified, without heart failure and with chronic kidney disease stage V or end stage renal disease",Hy ht/kd NOS st V w/o hf,
+40493,"Hypertensive heart and chronic kidney disease, unspecified, with heart failure and chronic kidney disease stage V or end stage renal disease",Hyp ht/kd NOS st V w hf,
+40501,Malignant renovascular hypertension,Mal renovasc hypertens,
+40509,Other malignant secondary hypertension,Mal second hyperten NEC,
+40511,Benign renovascular hypertension,Benign renovasc hyperten,
+40519,Other benign secondary hypertension,Benign second hypert NEC,
+40591,Unspecified renovascular hypertension,Renovasc hypertension,
+40599,Other unspecified secondary hypertension,Second hypertension NEC,
+41000,"Acute myocardial infarction of anterolateral wall, episode of care unspecified","AMI anterolateral,unspec",
+41001,"Acute myocardial infarction of anterolateral wall, initial episode of care","AMI anterolateral, init",
+41002,"Acute myocardial infarction of anterolateral wall, subsequent episode of care","AMI anterolateral,subseq",
+41010,"Acute myocardial infarction of other anterior wall, episode of care unspecified","AMI anterior wall,unspec",
+41011,"Acute myocardial infarction of other anterior wall, initial episode of care","AMI anterior wall, init",
+41012,"Acute myocardial infarction of other anterior wall, subsequent episode of care","AMI anterior wall,subseq",
+41020,"Acute myocardial infarction of inferolateral wall, episode of care unspecified","AMI inferolateral,unspec",
+41021,"Acute myocardial infarction of inferolateral wall, initial episode of care","AMI inferolateral, init",
+41022,"Acute myocardial infarction of inferolateral wall, subsequent episode of care","AMI inferolateral,subseq",
+41030,"Acute myocardial infarction of inferoposterior wall, episode of care unspecified","AMI inferopost, unspec",
+41031,"Acute myocardial infarction of inferoposterior wall, initial episode of care","AMI inferopost, initial",
+41032,"Acute myocardial infarction of inferoposterior wall, subsequent episode of care","AMI inferopost, subseq",
+41040,"Acute myocardial infarction of other inferior wall, episode of care unspecified","AMI inferior wall,unspec",
+41041,"Acute myocardial infarction of other inferior wall, initial episode of care","AMI inferior wall, init",
+41042,"Acute myocardial infarction of other inferior wall, subsequent episode of care","AMI inferior wall,subseq",
+41050,"Acute myocardial infarction of other lateral wall, episode of care unspecified","AMI lateral NEC, unspec",
+41051,"Acute myocardial infarction of other lateral wall, initial episode of care","AMI lateral NEC, initial",
+41052,"Acute myocardial infarction of other lateral wall, subsequent episode of care","AMI lateral NEC, subseq",
+41060,"True posterior wall infarction, episode of care unspecified","True post infarct,unspec",
+41061,"True posterior wall infarction, initial episode of care","True post infarct, init",
+41062,"True posterior wall infarction, subsequent episode of care","True post infarct,subseq",
+41070,"Subendocardial infarction, episode of care unspecified","Subendo infarct, unspec",
+41071,"Subendocardial infarction, initial episode of care","Subendo infarct, initial",
+41072,"Subendocardial infarction, subsequent episode of care","Subendo infarct, subseq",
+41080,"Acute myocardial infarction of other specified sites, episode of care unspecified","AMI NEC, unspecified",
+41081,"Acute myocardial infarction of other specified sites, initial episode of care","AMI NEC, initial",
+41082,"Acute myocardial infarction of other specified sites, subsequent episode of care","AMI NEC, subsequent",
+41090,"Acute myocardial infarction of unspecified site, episode of care unspecified","AMI NOS, unspecified",
+41091,"Acute myocardial infarction of unspecified site, initial episode of care","AMI NOS, initial",
+41092,"Acute myocardial infarction of unspecified site, subsequent episode of care","AMI NOS, subsequent",
+4110,Postmyocardial infarction syndrome,Post MI syndrome,
+4111,Intermediate coronary syndrome,Intermed coronary synd,
+41181,Acute coronary occlusion without myocardial infarction,Acute cor occlsn w/o MI,
+41189,"Other acute and subacute forms of ischemic heart disease, other",Ac ischemic hrt dis NEC,
+412,Old myocardial infarction,Old myocardial infarct,
+4130,Angina decubitus,Angina decubitus,
+4131,Prinzmetal angina,Prinzmetal angina,
+4139,Other and unspecified angina pectoris,Angina pectoris NEC/NOS,
+41400,"Coronary atherosclerosis of unspecified type of vessel, native or graft",Cor ath unsp vsl ntv/gft,
+41401,Coronary atherosclerosis of native coronary artery,Crnry athrscl natve vssl,
+41402,Coronary atherosclerosis of autologous vein bypass graft,Crn ath atlg vn bps grft,
+41403,Coronary atherosclerosis of nonautologous biological bypass graft,Crn ath nonatlg blg grft,
+41404,Coronary atherosclerosis of artery bypass graft,Cor ath artry bypas grft,
+41405,Coronary atherosclerosis of unspecified bypass graft,Cor ath bypass graft NOS,
+41406,Coronary atherosclerosis of native coronary artery of transplanted heart,Cor ath natv art tp hrt,
+41407,Coronary atherosclerosis of bypass graft (artery) (vein) of transplanted heart,Cor ath bps graft tp hrt,
+41410,Aneurysm of heart (wall),Aneurysm of heart,
+41411,Aneurysm of coronary vessels,Aneurysm coronary vessel,
+41412,Dissection of coronary artery,Dissection cor artery,
+41419,Other aneurysm of heart,Aneurysm of heart NEC,
+4142,Chronic total occlusion of coronary artery,Chr tot occlus cor artry,
+4143,Coronary atherosclerosis due to lipid rich plaque,Cor ath d/t lpd rch plaq,
+4144,Coronary atherosclerosis due to calcified coronary lesion,Cor ath d/t calc cor lsn,
+4148,Other specified forms of chronic ischemic heart disease,Chr ischemic hrt dis NEC,
+4149,"Chronic ischemic heart disease, unspecified",Chr ischemic hrt dis NOS,
+4150,Acute cor pulmonale,Acute cor pulmonale,
+41511,Iatrogenic pulmonary embolism and infarction,Iatrogen pulm emb/infarc,
+41512,Septic pulmonary embolism,Septic pulmonary embolsm,
+41513,Saddle embolus of pulmonary artery,Saddle embol pulmon art,
+41519,Other pulmonary embolism and infarction,Pulm embol/infarct NEC,
+4160,Primary pulmonary hypertension,Prim pulm hypertension,
+4161,Kyphoscoliotic heart disease,Kyphoscoliotic heart dis,
+4162,Chronic pulmonary embolism,Chr pulmonary embolism,
+4168,Other chronic pulmonary heart diseases,Chr pulmon heart dis NEC,
+4169,"Chronic pulmonary heart disease, unspecified",Chr pulmon heart dis NOS,
+4170,Arteriovenous fistula of pulmonary vessels,Arterioven fistu pul ves,
+4171,Aneurysm of pulmonary artery,Pulmon artery aneurysm,
+4178,Other specified diseases of pulmonary circulation,Pulmon circulat dis NEC,
+4179,Unspecified disease of pulmonary circulation,Pulmon circulat dis NOS,
+4200,Acute pericarditis in diseases classified elsewhere,Ac pericardit in oth dis,
+42090,"Acute pericarditis, unspecified",Acute pericarditis NOS,
+42091,Acute idiopathic pericarditis,Ac idiopath pericarditis,
+42099,Other acute pericarditis,Acute pericarditis NEC,
+4210,Acute and subacute bacterial endocarditis,Ac/subac bact endocard,
+4211,Acute and subacute infective endocarditis in diseases classified elsewhere,Ac endocardit in oth dis,
+4219,"Acute endocarditis, unspecified",Ac/subac endocardit NOS,
+4220,Acute myocarditis in diseases classified elsewhere,Ac myocardit in oth dis,
+42290,"Acute myocarditis, unspecified",Acute myocarditis NOS,
+42291,Idiopathic myocarditis,Idiopathic myocarditis,
+42292,Septic myocarditis,Septic myocarditis,
+42293,Toxic myocarditis,Toxic myocarditis,
+42299,Other acute myocarditis,Acute myocarditis NEC,
+4230,Hemopericardium,Hemopericardium,
+4231,Adhesive pericarditis,Adhesive pericarditis,
+4232,Constrictive pericarditis,Constrictiv pericarditis,
+4233,Cardiac tamponade,Cardiac tamponade,
+4238,Other specified diseases of pericardium,Pericardial disease NEC,
+4239,Unspecified disease of pericardium,Pericardial disease NOS,
+4240,Mitral valve disorders,Mitral valve disorder,
+4241,Aortic valve disorders,Aortic valve disorder,
+4242,"Tricuspid valve disorders, specified as nonrheumatic",Nonrheum tricusp val dis,
+4243,Pulmonary valve disorders,Pulmonary valve disorder,
+42490,"Endocarditis, valve unspecified, unspecified cause",Endocarditis NOS,
+42491,Endocarditis in diseases classified elsewhere,Endocarditis in oth dis,
+42499,"Other endocarditis, valve unspecified",Endocarditis NEC,
+4250,Endomyocardial fibrosis,Endomyocardial fibrosis,
+42511,Hypertrophic obstructive cardiomyopathy,Hyprtrophc obst cardiomy,
+42518,Other hypertrophic cardiomyopathy,Oth hyprtrophic cardiomy,
+4252,Obscure cardiomyopathy of Africa,Obsc afric cardiomyopath,
+4253,Endocardial fibroelastosis,Endocard fibroelastosis,
+4254,Other primary cardiomyopathies,Prim cardiomyopathy NEC,
+4255,Alcoholic cardiomyopathy,Alcoholic cardiomyopathy,
+4257,Nutritional and metabolic cardiomyopathy,Metabolic cardiomyopathy,
+4258,Cardiomyopathy in other diseases classified elsewhere,Cardiomyopath in oth dis,
+4259,"Secondary cardiomyopathy, unspecified",Second cardiomyopath NOS,
+4260,"Atrioventricular block, complete",Atriovent block complete,
+42610,"Atrioventricular block, unspecified",Atriovent block NOS,
+42611,First degree atrioventricular block,Atriovent block-1st degr,
+42612,Mobitz (type) II atrioventricular block,Atrioven block-mobitz ii,
+42613,Other second degree atrioventricular block,Av block-2nd degree NEC,
+4262,Left bundle branch hemiblock,Left bb hemiblock,
+4263,Other left bundle branch block,Left bb block NEC,
+4264,Right bundle branch block,Rt bundle branch block,
+42650,"Bundle branch block, unspecified",Bundle branch block NOS,
+42651,Right bundle branch block and left posterior fascicular block,Rt bbb/lft post fasc blk,
+42652,Right bundle branch block and left anterior fascicular block,Rt bbb/lft ant fasc blk,
+42653,Other bilateral bundle branch block,Bilat bb block NEC,
+42654,Trifascicular block,Trifascicular block,
+4266,Other heart block,Other heart block,
+4267,Anomalous atrioventricular excitation,Anomalous av excitation,
+42681,Lown-Ganong-Levine syndrome,Lown-ganong-levine synd,
+42682,Long QT syndrome,Long QT syndrome,
+42689,Other specified conduction disorders,Conduction disorder NEC,
+4269,"Conduction disorder, unspecified",Conduction disorder NOS,
+4270,Paroxysmal supraventricular tachycardia,Parox atrial tachycardia,
+4271,Paroxysmal ventricular tachycardia,Parox ventric tachycard,
+4272,"Paroxysmal tachycardia, unspecified",Parox tachycardia NOS,
+42731,Atrial fibrillation,Atrial fibrillation,
+42732,Atrial flutter,Atrial flutter,
+42741,Ventricular fibrillation,Ventricular fibrillation,
+42742,Ventricular flutter,Ventricular flutter,
+4275,Cardiac arrest,Cardiac arrest,
+42760,"Premature beats, unspecified",Premature beats NOS,
+42761,Supraventricular premature beats,Atrial premature beats,
+42769,Other premature beats,Premature beats NEC,
+42781,Sinoatrial node dysfunction,Sinoatrial node dysfunct,
+42789,Other specified cardiac dysrhythmias,Cardiac dysrhythmias NEC,
+4279,"Cardiac dysrhythmia, unspecified",Cardiac dysrhythmia NOS,
+4280,"Congestive heart failure, unspecified",CHF NOS,
+4281,Left heart failure,Left heart failure,
+42820,"Systolic heart failure, unspecified",Systolic hrt failure NOS,
+42821,Acute systolic heart failure,Ac systolic hrt failure,
+42822,Chronic systolic heart failure,Chr systolic hrt failure,
+42823,Acute on chronic systolic heart failure,Ac on chr syst hrt fail,
+42830,"Diastolic heart failure, unspecified",Diastolc hrt failure NOS,
+42831,Acute diastolic heart failure,Ac diastolic hrt failure,
+42832,Chronic diastolic heart failure,Chr diastolic hrt fail,
+42833,Acute on chronic diastolic heart failure,Ac on chr diast hrt fail,
+42840,"Combined systolic and diastolic heart failure, unspecified",Syst/diast hrt fail NOS,
+42841,Acute combined systolic and diastolic heart failure,Ac syst/diastol hrt fail,
+42842,Chronic combined systolic and diastolic heart failure,Chr syst/diastl hrt fail,
+42843,Acute on chronic combined systolic and diastolic heart failure,Ac/chr syst/dia hrt fail,
+4289,"Heart failure, unspecified",Heart failure NOS,
+4290,"Myocarditis, unspecified",Myocarditis NOS,
+4291,Myocardial degeneration,Myocardial degeneration,
+4292,"Cardiovascular disease, unspecified",Ascvd,
+4293,Cardiomegaly,Cardiomegaly,
+4294,Functional disturbances following cardiac surgery,Hrt dis postcardiac surg,
+4295,Rupture of chordae tendineae,Chordae tendinae rupture,
+4296,Rupture of papillary muscle,Papillary muscle rupture,
+42971,Acquired cardiac septal defect,Acq cardiac septl defect,
+42979,"Certain sequelae of myocardial infarction, not elsewhere classified, other",Other sequelae of MI NEC,
+42981,Other disorders of papillary muscle,Papillary muscle dis NEC,
+42982,Hyperkinetic heart disease,Hyperkinetic heart dis,
+42983,Takotsubo syndrome,Takotsubo syndrome,
+42989,Other ill-defined heart diseases,Ill-defined hrt dis NEC,
+4299,"Heart disease, unspecified",Heart disease NOS,
+430,Subarachnoid hemorrhage,Subarachnoid hemorrhage,
+431,Intracerebral hemorrhage,Intracerebral hemorrhage,
+4320,Nontraumatic extradural hemorrhage,Nontraum extradural hem,
+4321,Subdural hemorrhage,Subdural hemorrhage,
+4329,Unspecified intracranial hemorrhage,Intracranial hemorr NOS,
+43300,Occlusion and stenosis of basilar artery without mention of cerebral infarction,Ocl bslr art wo infrct,
+43301,Occlusion and stenosis of basilar artery with cerebral infarction,Ocl bslr art w infrct,
+43310,Occlusion and stenosis of carotid artery without mention of cerebral infarction,Ocl crtd art wo infrct,
+43311,Occlusion and stenosis of carotid artery with cerebral infarction,Ocl crtd art w infrct,
+43320,Occlusion and stenosis of vertebral artery without mention of cerebral infarction,Ocl vrtb art wo infrct,
+43321,Occlusion and stenosis of vertebral artery with cerebral infarction,Ocl vrtb art w infrct,
+43330,Occlusion and stenosis of multiple and bilateral precerebral arteries without mention of cerebral infarction,Ocl mlt bi art wo infrct,
+43331,Occlusion and stenosis of multiple and bilateral precerebral arteries with cerebral infarction,Ocl mlt bi art w infrct,
+43380,Occlusion and stenosis of other specified precerebral artery without mention of cerebral infarction,Ocl spcf art wo infrct,
+43381,Occlusion and stenosis of other specified precerebral artery with cerebral infarction,Ocl spcf art w infrct,
+43390,Occlusion and stenosis of unspecified precerebral artery without mention of cerebral infarction,Ocl art NOS wo infrct,
+43391,Occlusion and stenosis of unspecified precerebral artery with cerebral infarction,Ocl art NOS w infrct,
+43400,Cerebral thrombosis without mention of cerebral infarction,Crbl thrmbs wo infrct,
+43401,Cerebral thrombosis with cerebral infarction,Crbl thrmbs w infrct,
+43410,Cerebral embolism without mention of cerebral infarction,Crbl emblsm wo infrct,
+43411,Cerebral embolism with cerebral infarction,Crbl emblsm w infrct,
+43490,"Cerebral artery occlusion, unspecified without mention of cerebral infarction",Crbl art oc NOS wo infrc,
+43491,"Cerebral artery occlusion, unspecified with cerebral infarction",Crbl art ocl NOS w infrc,
+4350,Basilar artery syndrome,Basilar artery syndrome,
+4351,Vertebral artery syndrome,Vertebral artery syndrom,
+4352,Subclavian steal syndrome,Subclavian steal syndrom,
+4353,Vertebrobasilar artery syndrome,Vertbrobaslr artery synd,
+4358,Other specified transient cerebral ischemias,Trans cereb ischemia NEC,
+4359,Unspecified transient cerebral ischemia,Trans cereb ischemia NOS,
+436,"Acute, but ill-defined, cerebrovascular disease",Cva,
+4370,Cerebral atherosclerosis,Cerebral atherosclerosis,
+4371,Other generalized ischemic cerebrovascular disease,Ac cerebrovasc insuf NOS,
+4372,Hypertensive encephalopathy,Hypertens encephalopathy,
+4373,"Cerebral aneurysm, nonruptured",Nonrupt cerebral aneurym,
+4374,Cerebral arteritis,Cerebral arteritis,
+4375,Moyamoya disease,Moyamoya disease,
+4376,Nonpyogenic thrombosis of intracranial venous sinus,Nonpyogen thrombos sinus,
+4377,Transient global amnesia,Transient global amnesia,
+4378,Other ill-defined cerebrovascular disease,Cerebrovasc disease NEC,
+4379,Unspecified cerebrovascular disease,Cerebrovasc disease NOS,
+4380,"Late effects of cerebrovascular disease, cognitive deficits",Late ef CV dis-cognf def,
+43810,"Late effects of cerebrovascular disease, speech and language deficit, unspecified",Late ef-spch/lng def NOS,
+43811,"Late effects of cerebrovascular disease, aphasia",Late eff CV dis-aphasia,
+43812,"Late effects of cerebrovascular disease, dysphasia",Late eff CV dis-dysphsia,
+43813,"Late effects of cerebrovascular disease, dysarthria",Late eff CV-dysarthria,
+43814,"Late effects of cerebrovascular disease, fluency disorder",Late eff CV-fluency dis,
+43819,"Late effects of cerebrovascular disease, other speech and language deficits",Late ef-spch/lang df NEC,
+43820,"Late effects of cerebrovascular disease, hemiplegia affecting unspecified side",Late ef-hemplga side NOS,
+43821,"Late effects of cerebrovascular disease, hemiplegia affecting dominant side",Late ef-hemplga dom side,
+43822,"Late effects of cerebrovascular disease, hemiplegia affecting nondominant side",Late ef-hemiplga non-dom,
+43830,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting unspecified side",Late ef-mplga up lmb NOS,
+43831,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting dominant side",Late ef-mplga up lmb dom,
+43832,"Late effects of cerebrovascular disease, monoplegia of upper limb affecting nondominant side",Lt ef-mplga uplmb nondom,
+43840,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting unspecified side",Lte ef-mplga low lmb NOS,
+43841,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting dominant side",Lte ef-mplga low lmb dom,
+43842,"Late effects of cerebrovascular disease, monoplegia of lower limb affecting nondominant side",Lt ef-mplga lowlmb nondm,
+43850,"Late effects of cerebrovascular disease, other paralytic syndrome affecting unspecified side",Lt ef oth paral side NOS,
+43851,"Late effects of cerebrovascular disease, other paralytic syndrome affecting dominant side",Lt ef oth paral dom side,
+43852,"Late effects of cerebrovascular disease, other paralytic syndrome affecting nondominant side",Lt ef oth parals non-dom,
+43853,"Late effects of cerebrovascular disease, other paralytic syndrome, bilateral",Lt ef oth parals-bilat,
+4386,"Late effects of cerebrovascular disease, alterations of sensations",Alteration of sensations,
+4387,"Late effects of cerebrovascular disease, disturbances of vision",Disturbances of vision,
+43881,"Other late effects of cerebrovascular disease, apraxia",Late eff CV dis-apraxia,
+43882,"Other late effects of cerebrovascular disease, dysphagia",Late ef CV dis dysphagia,
+43883,"Other late effects of cerebrovascular disease, facial weakness",Facial weakness,
+43884,"Other late effects of cerebrovascular disease, ataxia",Ataxia,
+43885,"Other late effects of cerebrovascular disease, vertigo",Vertigo,
+43889,Other late effects of cerebrovascular disease,Late effect CV dis NEC,
+4389,Unspecified late effects of cerebrovascular disease,Late effect CV dis NOS,
+4400,Atherosclerosis of aorta,Aortic atherosclerosis,
+4401,Atherosclerosis of renal artery,Renal artery atheroscler,
+44020,"Atherosclerosis of native arteries of the extremities, unspecified",Athscl extrm ntv art NOS,
+44021,Atherosclerosis of native arteries of the extremities with intermittent claudication,Ath ext ntv at w claudct,
+44022,Atherosclerosis of native arteries of the extremities with rest pain,Ath ext ntv at w rst pn,
+44023,Atherosclerosis of native arteries of the extremities with ulceration,Ath ext ntv art ulcrtion,
+44024,Atherosclerosis of native arteries of the extremities with gangrene,Ath ext ntv art gngrene,
+44029,Other atherosclerosis of native arteries of the extremities,Athrsc extrm ntv art oth,
+44030,Atherosclerosis of unspecified bypass graft of the extremities,Athscl extrm bps gft NOS,
+44031,Atherosclerosis of autologous vein bypass graft of the extremities,Ath ext autologs bps gft,
+44032,Atherosclerosis of nonautologous biological bypass graft of the extremities,Ath ext nonautlg bps gft,
+4404,Chronic total occlusion of artery of the extremities,Chr tot occl art extrem,
+4408,Atherosclerosis of other specified arteries,Atherosclerosis NEC,
+4409,Generalized and unspecified atherosclerosis,Atherosclerosis NOS,
+44100,"Dissection of aorta, unspecified site",Dsct of aorta unsp site,
+44101,"Dissection of aorta, thoracic",Dsct of thoracic aorta,
+44102,"Dissection of aorta, abdominal",Dsct of abdominal aorta,
+44103,"Dissection of aorta, thoracoabdominal",Dsct of thoracoabd aorta,
+4411,"Thoracic aneurysm, ruptured",Ruptur thoracic aneurysm,
+4412,Thoracic aneurysm without mention of rupture,Thoracic aortic aneurysm,
+4413,"Abdominal aneurysm, ruptured",Rupt abd aortic aneurysm,
+4414,Abdominal aneurysm without mention of rupture,Abdom aortic aneurysm,
+4415,"Aortic aneurysm of unspecified site, ruptured",Rupt aortic aneurysm NOS,
+4416,"Thoracoabdominal aneurysm, ruptured",Thoracoabd aneurysm rupt,
+4417,"Thoracoabdominal aneurysm, without mention of rupture",Thracabd anurysm wo rupt,
+4419,Aortic aneurysm of unspecified site without mention of rupture,Aortic aneurysm NOS,
+4420,Aneurysm of artery of upper extremity,Upper extremity aneurysm,
+4421,Aneurysm of renal artery,Renal artery aneurysm,
+4422,Aneurysm of iliac artery,Iliac artery aneurysm,
+4423,Aneurysm of artery of lower extremity,Lower extremity aneurysm,
+44281,Aneurysm of artery of neck,Aneurysm of neck,
+44282,Aneurysm of subclavian artery,Subclavian aneurysm,
+44283,Aneurysm of splenic artery,Splenic artery aneurysm,
+44284,Aneurysm of other visceral artery,Visceral aneurysm NEC,
+44289,Aneurysm of other specified artery,Aneurysm NEC,
+4429,Aneurysm of unspecified site,Aneurysm NOS,
+4430,Raynaud's syndrome,Raynaud's syndrome,
+4431,Thromboangiitis obliterans [Buerger's disease],Thromboangiit obliterans,
+44321,Dissection of carotid artery,Dissect carotid artery,
+44322,Dissection of iliac artery,Dissection iliac artery,
+44323,Dissection of renal artery,Dissection renal artery,
+44324,Dissection of vertebral artery,Dissect vertebral artery,
+44329,Dissection of other artery,Dissection artery NEC,
+44381,Peripheral angiopathy in diseases classified elsewhere,Angiopathy in other dis,
+44382,Erythromelalgia,Erythromelalgia,
+44389,Other specified peripheral vascular diseases,Periph vascular dis NEC,
+4439,"Peripheral vascular disease, unspecified",Periph vascular dis NOS,
+44401,Saddle embolus of abdominal aorta,Saddle embolus abd aorta,
+44409,Other arterial embolism and thrombosis of abdominal aorta,Ot art emb/thrm abd aort,
+4441,Embolism and thrombosis of thoracic aorta,Thoracic aortic embolism,
+44421,Arterial embolism and thrombosis of upper extremity,Upper extremity embolism,
+44422,Arterial embolism and thrombosis of lower extremity,Lower extremity embolism,
+44481,Embolism and thrombosis of iliac artery,Iliac artery embolism,
+44489,Embolism and thrombosis of other specified artery,Arterial embolism NEC,
+4449,Embolism and thrombosis of unspecified artery,Arterial embolism NOS,
+44501,Atheroembolism of upper extremity,"Atheroembolism,upper ext",
+44502,Atheroembolism of lower extremity,"Atheroembolism,lower ext",
+44581,Atheroembolism of kidney,"Atheroembolism, kidney",
+44589,Atheroembolism of other site,"Atheroembolism, site NEC",
+4460,Polyarteritis nodosa,Polyarteritis nodosa,
+4461,Acute febrile mucocutaneous lymph node syndrome [MCLS],Mucocutan lymph node syn,
+44620,"Hypersensitivity angiitis, unspecified",Hypersensit angiitis NOS,
+44621,Goodpasture's syndrome,Goodpasture's syndrome,
+44629,Other specified hypersensitivity angiitis,Hypersensit angiitis NEC,
+4463,Lethal midline granuloma,Lethal midline granuloma,
+4464,Wegener's granulomatosis,Wegener's granulomatosis,
+4465,Giant cell arteritis,Giant cell arteritis,
+4466,Thrombotic microangiopathy,Thrombot microangiopathy,
+4467,Takayasu's disease,Takayasu's disease,
+4470,"Arteriovenous fistula, acquired",Acq arterioven fistula,
+4471,Stricture of artery,Stricture of artery,
+4472,Rupture of artery,Rupture of artery,
+4473,Hyperplasia of renal artery,Renal artery hyperplasia,
+4474,Celiac artery compression syndrome,Celiac art compress syn,
+4475,Necrosis of artery,Necrosis of artery,
+4476,"Arteritis, unspecified",Arteritis NOS,
+44770,"Aortic ectasia, unspecified site","Aortic ectasia, site NOS",
+44771,Thoracic aortic ectasia,Thoracic aortic ectasia,
+44772,Abdominal aortic ectasia,Abdominal aortic ectasia,
+44773,Thoracoabdominal aortic ectasia,Thoracoabd aortc ectasia,
+4478,Other specified disorders of arteries and arterioles,Arterial disease NEC,
+4479,Unspecified disorders of arteries and arterioles,Arterial disease NOS,
+4480,Hereditary hemorrhagic telangiectasia,Heredit hemorr telangiec,
+4481,"Nevus, non-neoplastic","Nevus, non-neoplastic",
+4489,Other and unspecified capillary diseases,Capillary dis NEC/NOS,
+449,Septic arterial embolism,Septic arterial embolism,
+4510,Phlebitis and thrombophlebitis of superficial vessels of lower extremities,Superfic phlebitis-leg,
+45111,Phlebitis and thrombophlebitis of femoral vein (deep) (superficial),Femoral vein phlebitis,
+45119,"Phlebitis and thrombophlebitis of deep veins of lower extremities, other",Deep phlebitis-leg NEC,
+4512,"Phlebitis and thrombophlebitis of lower extremities, unspecified",Thrombophlebitis leg NOS,
+45181,Phlebitis and thrombophlebitis of iliac vein,Iliac thrombophlebitis,
+45182,Phlebitis and thrombophlebitis of superficial veins of upper extremities,Phlbts sprfc vn up extrm,
+45183,Phlebitis and thrombophlebitis of deep veins of upper extremities,Phlbts deep vn up extrm,
+45184,"Phlebitis and thrombophlebitis of upper extremities, unspecified",Phlbts vn NOS up extrm,
+45189,Phlebitis and thrombophlebitis of other sites,Thrombophlebitis NEC,
+4519,Phlebitis and thrombophlebitis of unspecified site,Thrombophlebitis NOS,
+452,Portal vein thrombosis,Portal vein thrombosis,
+4530,Budd-chiari syndrome,Budd-chiari syndrome,
+4531,Thrombophlebitis migrans,Thrombophlebitis migrans,
+4532,Other venous embolism and thrombosis of inferior vena cava,Oth inf vena cava thromb,
+4533,Other venous embolism and thrombosis of renal vein,Renal vein thrombosis,
+45340,Acute venous embolism and thrombosis of unspecified deep vessels of lower extremity,Ac DVT/embl low ext NOS,
+45341,Acute venous embolism and thrombosis of deep vessels of proximal lower extremity,Ac DVT/emb prox low ext,
+45342,Acute venous embolism and thrombosis of deep vessels of distal lower extremity,Ac DVT/emb distl low ext,
+45350,Chronic venous embolism and thrombosis of unspecified deep vessels of lower extremity,Ch DVT/embl low ext NOS,
+45351,Chronic venous embolism and thrombosis of deep vessels of proximal lower extremity,Ch DVT/embl prox low ext,
+45352,Chronic venous embolism and thrombosis of deep vessels of distal lower extremity,Ch DVT/embl dstl low ext,
+4536,Venous embolism and thrombosis of superficial vessels of lower extremity,Embl suprfcl ves low ext,
+45371,Chronic venous embolism and thrombosis of superficial veins of upper extremity,Ch emblsm suprfcl up ext,
+45372,Chronic venous embolism and thrombosis of deep veins of upper extremity,Ch DVT/embl up ext,
+45373,"Chronic venous embolism and thrombosis of upper extremity, unspecified",Ch emblsm up ext NOS,
+45374,Chronic venous embolism and thrombosis of axillary veins,Ch emblsm axillary veins,
+45375,Chronic venous embolism and thrombosis of subclavian veins,Ch emblsm subclav veins,
+45376,Chronic venous embolism and thrombosis of internal jugular veins,Ch embl internl jug vein,
+45377,Chronic venous embolism and thrombosis of other thoracic veins,Ch embl thorac vein NEC,
+45379,Chronic venous embolism and thrombosis of other specified veins,Ch emblsm veins NEC,
+45381,Acute venous embolism and thrombosis of superficial veins of upper extremity,Ac embl suprfcl up ext,
+45382,Acute venous embolism and thrombosis of deep veins of upper extremity,Ac DVT/embl up ext,
+45383,"Acute venous embolism and thrombosis of upper extremity, unspecified",Ac emblsm up ext NOS,
+45384,Acute venous embolism and thrombosis of axillary veins,Ac emblsm axillary veins,
+45385,Acute venous embolism and thrombosis of subclavian veins,Ac embl subclav veins,
+45386,Acute venous embolism and thrombosis of internal jugular veins,Ac embl internl jug vein,
+45387,Acute venous embolism and thrombosis of other thoracic veins,Ac embl thorac vein NEC,
+45389,Acute venous embolism and thrombosis of other specified veins,Ac embolism veins NEC,
+4539,Other venous embolism and thrombosis of unspecified site,Venous thrombosis NOS,
+4540,Varicose veins of lower extremities with ulcer,Leg varicosity w ulcer,
+4541,Varicose veins of lower extremities with inflammation,Leg varicosity w inflam,
+4542,Varicose veins of lower extremities with ulcer and inflammation,Varicos leg ulcer/inflam,
+4548,Varicose veins of lower extremities with other complications,"Varic vein leg,comp NEC",
+4549,Asymptomatic varicose veins,Asympt varicose veins,
+4550,Internal hemorrhoids without mention of complication,Int hemorrhoid w/o compl,
+4551,Internal thrombosed hemorrhoids,Int thrombos hemorrhoid,
+4552,Internal hemorrhoids with other complication,Int hemrrhoid w comp NEC,
+4553,External hemorrhoids without mention of complication,Ext hemorrhoid w/o compl,
+4554,External thrombosed hemorrhoids,Ext thrombos hemorrhoid,
+4555,External hemorrhoids with other complication,Ext hemrrhoid w comp NEC,
+4556,Unspecified hemorrhoids without mention of complication,Hemorrhoids NOS,
+4557,Unspecified thrombosed hemorrhoids,Thrombos hemorrhoids NOS,
+4558,Unspecified hemorrhoids with other complication,Hemrrhoid NOS w comp NEC,
+4559,Residual hemorrhoidal skin tags,Residual hemorrhoid tags,
+4560,Esophageal varices with bleeding,Esophag varices w bleed,
+4561,Esophageal varices without mention of bleeding,Esoph varices w/o bleed,
+45620,"Esophageal varices in diseases classified elsewhere, with bleeding",Bleed esoph var oth dis,
+45621,"Esophageal varices in diseases classified elsewhere, without mention of bleeding",Esoph varice oth dis NOS,
+4563,Sublingual varices,Sublingual varices,
+4564,Scrotal varices,Scrotal varices,
+4565,Pelvic varices,Pelvic varices,
+4566,Vulval varices,Vulval varices,
+4568,Varices of other sites,Varices of other sites,
+4570,Postmastectomy lymphedema syndrome,Postmastect lymphedema,
+4571,Other lymphedema,Other lymphedema,
+4572,Lymphangitis,Lymphangitis,
+4578,Other noninfectious disorders of lymphatic channels,Noninfect lymph dis NEC,
+4579,Unspecified noninfectious disorder of lymphatic channels,Noninfect lymph dis NOS,
+4580,Orthostatic hypotension,Orthostatic hypotension,
+4581,Chronic hypotension,Chronic hypotension,
+45821,Hypotension of hemodialysis,Hemododialysis hypotensn,
+45829,Other iatrogenic hypotension,Iatrogenc hypotnsion NEC,
+4588,Other specified hypotension,Hypotension NEC,
+4589,"Hypotension, unspecified",Hypotension NOS,
+4590,"Hemorrhage, unspecified",Hemorrhage NOS,
+45910,Postphlebetic syndrome without complications,Postphlbtc synd w/o comp,
+45911,Postphlebetic syndrome with ulcer,Postphlebtc synd w ulcer,
+45912,Postphlebetic syndrome with inflammation,Postphlebtc syn w inflam,
+45913,Postphlebetic syndrome with ulcer and inflammation,Postphl syn w ulc&inflam,
+45919,Postphlebetic syndrome with other complication,Postphleb synd comp NEC,
+4592,Compression of vein,Compression of vein,
+45930,Chronic venous hypertension without complications,Chr venous hypr w/o comp,
+45931,Chronic venous hypertension with ulcer,Chr venous hyper w ulcer,
+45932,Chronic venous hypertension with inflammation,Chr venous hypr w inflam,
+45933,Chronic venous hypertension with ulcer and inflammation,Chr ven hyp w ulc&inflam,
+45939,Chronic venous hypertension with other complication,Chr venous hyp comp NEC,
+45981,"Venous (peripheral) insufficiency, unspecified",Venous insufficiency NOS,
+45989,Other specified disorders of circulatory system,Circulatory disease NEC,
+4599,Unspecified circulatory system disorder,Circulatory disease NOS,
+460,Acute nasopharyngitis [common cold],Acute nasopharyngitis,
+4610,Acute maxillary sinusitis,Ac maxillary sinusitis,
+4611,Acute frontal sinusitis,Ac frontal sinusitis,
+4612,Acute ethmoidal sinusitis,Ac ethmoidal sinusitis,
+4613,Acute sphenoidal sinusitis,Ac sphenoidal sinusitis,
+4618,Other acute sinusitis,Other acute sinusitis,
+4619,"Acute sinusitis, unspecified",Acute sinusitis NOS,
+462,Acute pharyngitis,Acute pharyngitis,
+463,Acute tonsillitis,Acute tonsillitis,
+46400,Acute laryngitis without mention of obstruction,Ac laryngitis w/o obst,
+46401,Acute laryngitis with obstruction,Ac laryngitis w obstruct,
+46410,Acute tracheitis without mention of obstruction,Ac tracheitis no obstruc,
+46411,Acute tracheitis with obstruction,Ac tracheitis w obstruct,
+46420,Acute laryngotracheitis without mention of obstruction,Ac laryngotrach no obstr,
+46421,Acute laryngotracheitis with obstruction,Ac laryngotrach w obstr,
+46430,Acute epiglottitis without mention of obstruction,Ac epiglottitis no obstr,
+46431,Acute epiglottitis with obstruction,Ac epiglottitis w obstr,
+4644,Croup,Croup,
+46450,"Supraglottitis unspecified, without obstruction",Supraglottis w/o obs NOS,
+46451,"Supraglottitis unspecified, with obstruction",Supraglottis w obstr NOS,
+4650,Acute laryngopharyngitis,Acute laryngopharyngitis,
+4658,Acute upper respiratory infections of other multiple sites,Acute uri mult sites NEC,
+4659,Acute upper respiratory infections of unspecified site,Acute uri NOS,
+4660,Acute bronchitis,Acute bronchitis,
+46611,Acute bronchiolitis due to respiratory syncytial virus (RSV),Acu broncholitis d/t RSV,
+46619,Acute bronchiolitis due to other infectious organisms,Acu brnchlts d/t oth org,
+470,Deviated nasal septum,Deviated nasal septum,
+4710,Polyp of nasal cavity,Polyp of nasal cavity,
+4711,Polypoid sinus degeneration,Polypoid sinus degen,
+4718,Other polyp of sinus,Nasal sinus polyp NEC,
+4719,Unspecified nasal polyp,Nasal polyp NOS,
+4720,Chronic rhinitis,Chronic rhinitis,
+4721,Chronic pharyngitis,Chronic pharyngitis,
+4722,Chronic nasopharyngitis,Chronic nasopharyngitis,
+4730,Chronic maxillary sinusitis,Chr maxillary sinusitis,
+4731,Chronic frontal sinusitis,Chr frontal sinusitis,
+4732,Chronic ethmoidal sinusitis,Chr ethmoidal sinusitis,
+4733,Chronic sphenoidal sinusitis,Chr sphenoidal sinusitis,
+4738,Other chronic sinusitis,Chronic sinusitis NEC,
+4739,Unspecified sinusitis (chronic),Chronic sinusitis NOS,
+47400,Chronic tonsillitis,Chronic tonsillitis,
+47401,Chronic adenoiditis,Chronic adenoiditis,
+47402,Chronic tonsillitis and adenoiditis,Chronic tonsils&adenoids,
+47410,Hypertrophy of tonsil with adenoids,Hypertrophy T and A,
+47411,Hypertrophy of tonsils alone,Hypertrophy tonsils,
+47412,Hypertrophy of adenoids alone,Hypertrophy adenoids,
+4742,Adenoid vegetations,Adenoid vegetations,
+4748,Other chronic disease of tonsils and adenoids,Chr T & A dis NEC,
+4749,Unspecified chronic disease of tonsils and adenoids,Chr T & A dis NOS,
+475,Peritonsillar abscess,Peritonsillar abscess,
+4760,Chronic laryngitis,Chronic laryngitis,
+4761,Chronic laryngotracheitis,Chr laryngotracheitis,
+4770,Allergic rhinitis due to pollen,Rhinitis due to pollen,
+4771,Allergic rhinitis due to food,Allergic rhinitis-food,
+4772,Allergic rhinitis due to animal (cat) (dog) hair and dander,Allerg rhinitis-cat/dog,
+4778,Allergic rhinitis due to other allergen,Allergic rhinitis NEC,
+4779,"Allergic rhinitis, cause unspecified",Allergic rhinitis NOS,
+4780,Hypertrophy of nasal turbinates,Hypertrph nasal turbinat,
+47811,Nasal mucositis (ulcerative),Nasal mucositis (ulcer),
+47819,Other disease of nasal cavity and sinuses,Nasal & sinus dis NEC,
+47820,Unspecified disease of pharynx,Disease of pharynx NOS,
+47821,Cellulitis of pharynx or nasopharynx,Cellulitis of pharynx,
+47822,Parapharyngeal abscess,Parapharyngeal abscess,
+47824,Retropharyngeal abscess,Retropharyngeal abscess,
+47825,Edema of pharynx or nasopharynx,Edema pharynx/nasopharyx,
+47826,Cyst of pharynx or nasopharynx,Cyst pharynx/nasopharynx,
+47829,"Other diseases of pharynx, not elsewhere classified",Disease of pharynx NEC,
+47830,"Paralysis of vocal cords or larynx, unspecified",Vocal cord paralysis NOS,
+47831,"Unilateral paralysis of vocal cords or larynx, partial",Vocal paral unilat part,
+47832,"Unilateral paralysis of vocal cords or larynx, complete",Vocal paral unilat total,
+47833,"Bilateral paralysis of vocal cords or larynx, partial",Vocal paral bilat part,
+47834,"Bilateral paralysis of vocal cords or larynx, complete",Vocal paral bilat total,
+4784,Polyp of vocal cord or larynx,Vocal cord/larynx polyp,
+4785,Other diseases of vocal cords,Vocal cord disease NEC,
+4786,Edema of larynx,Edema of larynx,
+47870,Unspecified disease of larynx,Disease of larynx NOS,
+47871,Cellulitis and perichondritis of larynx,Laryngeal cellulitis,
+47874,Stenosis of larynx,Stenosis of larynx,
+47875,Laryngeal spasm,Laryngeal spasm,
+47879,"Other diseases of larynx, not elsewhere classified",Disease of larynx NEC,
+4788,"Upper respiratory tract hypersensitivity reaction, site unspecified",Urt hypersens react NOS,
+4789,Other and unspecified diseases of upper respiratory tract,Upper resp dis NEC/NOS,
+4800,Pneumonia due to adenovirus,Adenoviral pneumonia,
+4801,Pneumonia due to respiratory syncytial virus,Resp syncyt viral pneum,
+4802,Pneumonia due to parainfluenza virus,Parinfluenza viral pneum,
+4803,Pneumonia due to SARS-associated coronavirus,Pneumonia due to SARS,
+4808,Pneumonia due to other virus not elsewhere classified,Viral pneumonia NEC,
+4809,"Viral pneumonia, unspecified",Viral pneumonia NOS,
+481,Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia],Pneumococcal pneumonia,
+4820,Pneumonia due to Klebsiella pneumoniae,K. pneumoniae pneumonia,
+4821,Pneumonia due to Pseudomonas,Pseudomonal pneumonia,
+4822,Pneumonia due to Hemophilus influenzae [H. influenzae],H.influenzae pneumonia,
+48230,"Pneumonia due to Streptococcus, unspecified",Streptococcal pneumn NOS,
+48231,"Pneumonia due to Streptococcus, group A",Pneumonia strptococcus a,
+48232,"Pneumonia due to Streptococcus, group B",Pneumonia strptococcus b,
+48239,Pneumonia due to other Streptococcus,Pneumonia oth strep,
+48240,"Pneumonia due to Staphylococcus, unspecified",Staphylococcal pneu NOS,
+48241,Methicillin susceptible pneumonia due to Staphylococcus aureus,Meth sus pneum d/t Staph,
+48242,Methicillin resistant pneumonia due to Staphylococcus aureus,Meth res pneu d/t Staph,
+48249,Other Staphylococcus pneumonia,Staph pneumonia NEC,
+48281,Pneumonia due to anaerobes,Pneumonia anaerobes,
+48282,Pneumonia due to escherichia coli [E. coli],Pneumonia e coli,
+48283,Pneumonia due to other gram-negative bacteria,Pneumo oth grm-neg bact,
+48284,Pneumonia due to Legionnaires' disease,Legionnaires' disease,
+48289,Pneumonia due to other specified bacteria,Pneumonia oth spcf bact,
+4829,"Bacterial pneumonia, unspecified",Bacterial pneumonia NOS,
+4830,Pneumonia due to mycoplasma pneumoniae,Pneu mycplsm pneumoniae,
+4831,Pneumonia due to chlamydia,Pneumonia d/t chlamydia,
+4838,Pneumonia due to other specified organism,Pneumon oth spec orgnsm,
+4841,Pneumonia in cytomegalic inclusion disease,Pneum w cytomeg incl dis,
+4843,Pneumonia in whooping cough,Pneumonia in whoop cough,
+4845,Pneumonia in anthrax,Pneumonia in anthrax,
+4846,Pneumonia in aspergillosis,Pneum in aspergillosis,
+4847,Pneumonia in other systemic mycoses,Pneum in oth sys mycoses,
+4848,Pneumonia in other infectious diseases classified elsewhere,Pneum in infect dis NEC,
+485,"Bronchopneumonia, organism unspecified",Bronchopneumonia org NOS,
+486,"Pneumonia, organism unspecified","Pneumonia, organism NOS",
+4870,Influenza with pneumonia,Influenza with pneumonia,
+4871,Influenza with other respiratory manifestations,Flu w resp manifest NEC,
+4878,Influenza with other manifestations,Flu w manifestation NEC,
+48801,Influenza due to identified avian influenza virus with pneumonia,Flu dt iden avian w pneu,
+48802,Influenza due to identified avian influenza virus with other respiratory manifestations,Flu dt avian w oth resp,
+48809,Influenza due to identified avian influenza virus with other manifestations,Flu dt avian manfest NEC,
+48811,Influenza due to identified 2009 H1N1 influenza virus with pneumonia,Flu dt 2009 H1N1 w pneu,
+48812,Influenza due to identified 2009 H1N1 influenza virus with other respiratory manifestations,Flu-2009 H1N1 w oth resp,
+48819,Influenza due to identified 2009 H1N1 influenza virus with other manifestations,Flu-2009 H1N1 w oth man,
+48881,Influenza due to identified novel influenza A virus with pneumonia,Flu dt nvl A vrs w pneu,
+48882,Influenza due to identified novel influenza A virus with other respiratory manifestations,Flu dt nvl A w oth resp,
+48889,Influenza due to identified novel influenza A virus with other manifestations,Flu dt novel A w oth man,
+490,"Bronchitis, not specified as acute or chronic",Bronchitis NOS,
+4910,Simple chronic bronchitis,Simple chr bronchitis,
+4911,Mucopurulent chronic bronchitis,Mucopurul chr bronchitis,
+49120,Obstructive chronic bronchitis without exacerbation,Obst chr bronc w/o exac,
+49121,Obstructive chronic bronchitis with (acute) exacerbation,Obs chr bronc w(ac) exac,
+49122,Obstructive chronic bronchitis with acute bronchitis,Obs chr bronc w ac bronc,
+4918,Other chronic bronchitis,Chronic bronchitis NEC,
+4919,Unspecified chronic bronchitis,Chronic bronchitis NOS,
+4920,Emphysematous bleb,Emphysematous bleb,
+4928,Other emphysema,Emphysema NEC,
+49300,"Extrinsic asthma, unspecified",Extrinsic asthma NOS,
+49301,Extrinsic asthma with status asthmaticus,Ext asthma w status asth,
+49302,Extrinsic asthma with (acute) exacerbation,Ext asthma w(acute) exac,
+49310,"Intrinsic asthma, unspecified",Intrinsic asthma NOS,
+49311,Intrinsic asthma with status asthmaticus,Int asthma w status asth,
+49312,Intrinsic asthma with (acute) exacerbation,Int asthma w (ac) exac,
+49320,"Chronic obstructive asthma, unspecified",Chronic obst asthma NOS,
+49321,Chronic obstructive asthma with status asthmaticus,Ch ob asthma w stat asth,
+49322,Chronic obstructive asthma with (acute) exacerbation,Ch obst asth w (ac) exac,
+49381,Exercise induced bronchospasm,Exercse ind bronchospasm,
+49382,Cough variant asthma,Cough variant asthma,
+49390,"Asthma, unspecified type, unspecified",Asthma NOS,
+49391,"Asthma, unspecified type, with status asthmaticus",Asthma w status asthmat,
+49392,"Asthma, unspecified type, with (acute) exacerbation",Asthma NOS w (ac) exac,
+4940,Bronchiectasis without acute exacerbation,Bronchiectas w/o ac exac,
+4941,Bronchiectasis with acute exacerbation,Bronchiectasis w ac exac,
+4950,Farmers' lung,Farmers' lung,
+4951,Bagassosis,Bagassosis,
+4952,Bird-fanciers' lung,Bird-fanciers' lung,
+4953,Suberosis,Suberosis,
+4954,Malt workers' lung,Malt workers' lung,
+4955,Mushroom workers' lung,Mushroom workers' lung,
+4956,Maple bark-strippers' lung,Mapl bark-stripprs' lung,
+4957,"""Ventilation"" pneumonitis","""ventilation"" pneumonit",
+4958,Other specified allergic alveolitis and pneumonitis,Allerg alveol/pneum NEC,
+4959,Unspecified allergic alveolitis and pneumonitis,Allerg alveol/pneum NOS,
+496,"Chronic airway obstruction, not elsewhere classified",Chr airway obstruct NEC,
+500,Coal workers' pneumoconiosis,Coal workers' pneumocon,
+501,Asbestosis,Asbestosis,
+502,Pneumoconiosis due to other silica or silicates,Silica pneumocon NEC,
+503,Pneumoconiosis due to other inorganic dust,Inorg dust pneumocon NEC,
+504,Pneumonopathy due to inhalation of other dust,Dust pneumonopathy NEC,
+505,"Pneumoconiosis, unspecified",Pneumoconiosis NOS,
+5060,Bronchitis and pneumonitis due to fumes and vapors,Fum/vapor bronc/pneumon,
+5061,Acute pulmonary edema due to fumes and vapors,Fum/vapor ac pulm edema,
+5062,Upper respiratory inflammation due to fumes and vapors,Fum/vapor up resp inflam,
+5063,Other acute and subacute respiratory conditions due to fumes and vapors,Fum/vap ac resp cond NEC,
+5064,Chronic respiratory conditions due to fumes and vapors,Fum/vapor chr resp cond,
+5069,Unspecified respiratory conditions due to fumes and vapors,Fum/vapor resp cond NOS,
+5070,Pneumonitis due to inhalation of food or vomitus,Food/vomit pneumonitis,
+5071,Pneumonitis due to inhalation of oils and essences,Oil/essence pneumonitis,
+5078,Pneumonitis due to other solids and liquids,Solid/liq pneumonit NEC,
+5080,Acute pulmonary manifestations due to radiation,Ac pul manif d/t radiat,
+5081,Chronic and other pulmonary manifestations due to radiation,Chr pul manif d/t radiat,
+5082,Respiratory conditions due to smoke inhalation,Resp cond dt smoke inhal,
+5088,Respiratory conditions due to other specified external agents,Resp cond: ext agent NEC,
+5089,Respiratory conditions due to unspecified external agent,Resp cond: ext agent NOS,
+5100,Empyema with fistula,Empyema with fistula,
+5109,Empyema without mention of fistula,Empyema w/o fistula,
+5110,Pleurisy without mention of effusion or current tuberculosis,Pleurisy w/o effus or TB,
+5111,"Pleurisy with effusion, with mention of a bacterial cause other than tuberculosis",Bact pleur/effus not TB,
+51181,Malignant pleural effusion,Malignant pleural effusn,
+51189,"Other specified forms of effusion, except tuberculous",Effusion NEC exc tb,
+5119,Unspecified pleural effusion,Pleural effusion NOS,
+5120,Spontaneous tension pneumothorax,Spont tens pneumothorax,
+5121,Iatrogenic pneumothorax,Iatrogenic pneumothorax,
+5122,Postoperative air leak,Postoperative air leak,
+51281,Primary spontaneous pneumothorax,Prim spont pneumothorax,
+51282,Secondary spontaneous pneumothorax,Sec spont pneumothorax,
+51283,Chronic pneumothorax,Chronic pneumothorax,
+51284,Other air leak,Other air leak,
+51289,Other pneumothorax,Other pneumothorax,
+5130,Abscess of lung,Abscess of lung,
+5131,Abscess of mediastinum,Abscess of mediastinum,
+514,Pulmonary congestion and hypostasis,Pulm congest/hypostasis,
+515,Postinflammatory pulmonary fibrosis,Postinflam pulm fibrosis,
+5160,Pulmonary alveolar proteinosis,Pul alveolar proteinosis,
+5161,Idiopathic pulmonary hemosiderosis,Idio pulm hemosiderosis,
+5162,Pulmonary alveolar microlithiasis,Pulm alveolar microlith,
+51630,"Idiopathic interstitial pneumonia, not otherwise specified",Idiopath inters pneu NOS,
+51631,Idiopathic pulmonary fibrosis,Idiopath pulmon fibrosis,
+51632,Idiopathic non-specific interstitial pneumonitis,Idio non-spec inter pneu,
+51633,Acute interstitial pneumonitis,Acute interstitial pneum,
+51634,Respiratory bronchiolitis interstitial lung disease,Resp brncio interst lung,
+51635,Idiopathic lymphoid interstitial pneumonia,Idiopth lym interst pneu,
+51636,Cryptogenic organizing pneumonia,Cryptogenic organiz pneu,
+51637,Desquamative interstitial pneumonia,Desquamatv interst pneu,
+5164,Lymphangioleiomyomatosis,Lymphangioleiomyomatosis,
+5165,Adult pulmonary Langerhans cell histiocytosis,Adlt pul Langs cell hist,
+51661,Neuroendocrine cell hyperplasia of infancy,Neuroend cell hyprpl inf,
+51662,Pulmonary interstitial glycogenosis,Pulm interstitl glycogen,
+51663,Surfactant mutations of the lung,Surfactant mutation lung,
+51664,Alveolar capillary dysplasia with vein misalignment,Alv cap dysp w vn misaln,
+51669,Other interstitial lung diseases of childhood,Oth intrst lung dis chld,
+5168,Other specified alveolar and parietoalveolar pneumonopathies,Alveol pneumonopathy NEC,
+5169,Unspecified alveolar and parietoalveolar pneumonopathy,Alveol pneumonopathy NOS,
+5171,Rheumatic pneumonia,Rheumatic pneumonia,
+5172,Lung involvement in systemic sclerosis,Syst sclerosis lung dis,
+5173,Acute chest syndrome,Acute chest syndrome,
+5178,Lung involvement in other diseases classified elsewhere,Lung involv in oth dis,
+5180,Pulmonary collapse,Pulmonary collapse,
+5181,Interstitial emphysema,Interstitial emphysema,
+5182,Compensatory emphysema,Compensatory emphysema,
+5183,Pulmonary eosinophilia,Pulmonary eosinophilia,
+5184,"Acute edema of lung, unspecified",Acute lung edema NOS,
+51851,Acute respiratory failure following trauma and surgery,Ac resp flr fol trma/srg,
+51852,"Other pulmonary insufficiency, not elsewhere classified, following trauma and surgery",Ot pul insuf fol trm/srg,
+51853,Acute and chronic respiratory failure following trauma and surgery,Ac/chr rsp flr fol tr/sg,
+5186,Allergic bronchopulmonary aspergillosis,Alrgc brncpul asprglosis,
+5187,Transfusion related acute lung injury (TRALI),Transfsn rel ac lung inj,
+51881,Acute respiratory failure,Acute respiratry failure,
+51882,"Other pulmonary insufficiency, not elsewhere classified",Other pulmonary insuff,
+51883,Chronic respiratory failure,Chronic respiratory fail,
+51884,Acute and chronic respiratory failure,Acute & chronc resp fail,
+51889,"Other diseases of lung, not elsewhere classified",Other lung disease NEC,
+51900,"Tracheostomy complication, unspecified",Tracheostomy comp NOS,
+51901,Infection of tracheostomy,Tracheostomy infection,
+51902,Mechanical complication of tracheostomy,Tracheostomy - mech comp,
+51909,Other tracheostomy complications,Tracheostomy comp NEC,
+51911,Acute bronchospasm,Acute bronchospasm,
+51919,Other diseases of trachea and bronchus,Trachea & bronch dis NEC,
+5192,Mediastinitis,Mediastinitis,
+5193,"Other diseases of mediastinum, not elsewhere classified",Mediastinum disease NEC,
+5194,Disorders of diaphragm,Disorders of diaphragm,
+5198,"Other diseases of respiratory system, not elsewhere classified",Resp system disease NEC,
+5199,Unspecified disease of respiratory system,Resp system disease NOS,
+5200,Anodontia,Anodontia,
+5201,Supernumerary teeth,Supernumerary teeth,
+5202,Abnormalities of size and form of teeth,Abnormal tooth size/form,
+5203,Mottled teeth,Mottled teeth,
+5204,Disturbances of tooth formation,Tooth formation disturb,
+5205,"Hereditary disturbances in tooth structure, not elsewhere classified",Heredit tooth struct NEC,
+5206,Disturbances in tooth eruption,Tooth eruption disturb,
+5207,Teething syndrome,Teething syndrome,
+5208,Other specified disorders of tooth development and eruption,Tooth devel/erup dis NEC,
+5209,Unspecified disorder of tooth development and eruption,Tooth devel/erup dis NOS,
+52100,"Dental caries, unspecified",Dental caries NOS,
+52101,Dental caries limited to enamel,Dental caries - enamel,
+52102,Dental caries extending into dentine,Dental caries - dentine,
+52103,Dental caries extending into pulp,Dental caries - pulp,
+52104,Arrested dental caries,Dental caries - arrested,
+52105,Odontoclasia,Odontoclasia,
+52106,Dental caries pit and fissure,Dentl caries-pit/fissure,
+52107,Dental caries of smooth surface,Dentl caries-smooth surf,
+52108,Dental caries of root surface,Dental caries-root surf,
+52109,Other dental caries,Dental caries NEC,
+52110,"Excessive attrition, unspecified",Excessive attrition NOS,
+52111,"Excessive attrition, limited to enamel",Excess attrition-enamel,
+52112,"Excessive attrition, extending into dentine",Excess attrition-dentine,
+52113,"Excessive attrition, extending into pulp",Excessive attrition-pulp,
+52114,"Excessive attrition, localized",Excess attrition-local,
+52115,"Excessive attrition, generalized",Excess attrition-general,
+52120,"Abrasion, unspecified",Abrasion NOS,
+52121,"Abrasion, limited to enamel",Abrasion-enamel,
+52122,"Abrasion, extending into dentine",Abrasion-dentine,
+52123,"Abrasion, extending into pulp",Abrasion-pulp,
+52124,"Abrasion, localized",Abrasion-localized,
+52125,"Abrasion, generalized",Abrasion-generalized,
+52130,"Erosion, unspecified",Erosion NOS,
+52131,"Erosion, limited to enamel",Erosion-enamel,
+52132,"Erosion, extending into dentine",Erosion-dentine,
+52133,"Erosion, extending into pulp",Erosion-pulp,
+52134,"Erosion, localized",Erosion-localized,
+52135,"Erosion, generalized",Erosion-generalized,
+52140,"Pathological resorption, unspecified",Path resorption NOS,
+52141,"Pathological resorption, internal",Path resorption-internal,
+52142,"Pathological resorption, external",Path resorption-external,
+52149,Other pathological resorption,Path resorption NEC,
+5215,Hypercementosis,Hypercementosis,
+5216,Ankylosis of teeth,Ankylosis of teeth,
+5217,Intrinsic posteruptive color changes,Intrin posteruptv color,
+52181,Cracked tooth,Cracked tooth,
+52189,Other specific diseases of hard tissues of teeth,Dis hard tiss teeth NEC,
+5219,Unspecified disease of hard tissues of teeth,Hard tiss dis teeth NOS,
+5220,Pulpitis,Pulpitis,
+5221,Necrosis of the pulp,Necrosis of tooth pulp,
+5222,Pulp degeneration,Tooth pulp degeneration,
+5223,Abnormal hard tissue formation in pulp,Abn hard tiss-tooth pulp,
+5224,Acute apical periodontitis of pulpal origin,Ac apical periodontitis,
+5225,Periapical abscess without sinus,Periapical abscess,
+5226,Chronic apical periodontitis,Chr apical periodontitis,
+5227,Periapical abscess with sinus,Periapical absc w sinus,
+5228,Radicular cyst,Radicular cyst,
+5229,Other and unspecified diseases of pulp and periapical tissues,Pulp/periapical dis NEC,
+52300,"Acute gingivitis, plaque induced","Acute gingititis, plaque",
+52301,"Acute gingivitis, non-plaque induced","Ac gingivitis,nonplaque",
+52310,"Chronic gingivitis, plaque induced","Chronc gingititis,plaque",
+52311,"Chronic gingivitis, non-plaque induced",Chr gingivitis-nonplaque,
+52320,"Gingival recession, unspecified",Gingival recession NOS,
+52321,"Gingival recession, minimal",Gingival recess-minimal,
+52322,"Gingival recession, moderate",Gingival recess-moderate,
+52323,"Gingival recession, severe",Gingival recess-severe,
+52324,"Gingival recession, localized",Gingival recession-local,
+52325,"Gingival recession, generalized",Gingival recess-general,
+52330,"Aggressive periodontitis, unspecified",Aggres periodontitis NOS,
+52331,"Aggressive periodontitis, localized","Aggres periodontitis,loc",
+52332,"Aggressive periodontitis, generalized","Aggres periodontitis,gen",
+52333,Acute periodontitis,Acute periodontitis,
+52340,"Chronic periodontitis, unspecified",Chronc periodontitis NOS,
+52341,"Chronic periodontitis, localized","Chr periodontitis, local",
+52342,"Chronic periodontitis, generalized","Chron periodontitis,gen",
+5235,Periodontosis,Periodontosis,
+5236,Accretions on teeth,Accretions on teeth,
+5238,Other specified periodontal diseases,Periodontal disease NEC,
+5239,Unspecified gingival and periodontal disease,Gingiv/periodont dis NOS,
+52400,"Major anomalies of jaw size, unspecified anomaly",Unspcf anomaly jaw size,
+52401,"Major anomalies of jaw size, maxillary hyperplasia",Maxillary hyperplasia,
+52402,"Major anomalies of jaw size, mandibular hyperplasia",Mandibular hyperplasia,
+52403,"Major anomalies of jaw size, maxillary hypoplasia",Maxillary hypoplasia,
+52404,"Major anomalies of jaw size, mandibular hypoplasia",Mandibular hypoplasia,
+52405,"Major anomalies of jaw size, macrogenia",Macrogenia,
+52406,"Major anomalies of jaw size, microgenia",Microgenia,
+52407,Excessive tuberosity of jaw,Excessive tuberosity-jaw,
+52409,"Major anomalies of jaw size, other specified anomaly",Oth spcf anmly jaw size,
+52410,"Anomalies of relationship of jaw to cranial base, unspecified anomaly",Unspcf anm jaw cranl bse,
+52411,"Anomalies of relationship of jaw to cranial base, maxillary asymmetry",Maxillary asymmetry,
+52412,"Anomalies of relationship of jaw to cranial base, other jaw asymmetry",Other jaw asymmetry,
+52419,"Anomalies of relationship of jaw to cranial base, other specified anomaly",Spcfd anom jaw cranl bse,
+52420,Unspecified anomaly of dental arch relationship,Anomaly dental arch NOS,
+52421,"Malocclusion, Angle's class I",Malocc- Angle's class I,
+52422,"Malocclusion, Angle's class II",Malocc-Angle's class II,
+52423,"Malocclusion, Angle's class III",Malocc-Angle's class III,
+52424,Open anterior occlusal relationship,Open anterior occlusion,
+52425,Open posterior occlusal relationship,Open posterior occlusion,
+52426,Excessive horizontal overlap,Excess horizontl overlap,
+52427,Reverse articulation,Reverse articulation,
+52428,Anomalies of interarch distance,Anom interarch distance,
+52429,Other anomalies of dental arch relationship,Anomaly dental arch NEC,
+52430,Unspecified anomaly of tooth position,Tooth position anom NOS,
+52431,Crowding of teeth,Crowding of teeth,
+52432,Excessive spacing of teeth,Excessive spacing-teeth,
+52433,Horizontal displacement of teeth,Horizontl displace-teeth,
+52434,Vertical displacement of teeth,Vertical displace-teeth,
+52435,Rotation of tooth/teeth,Rotation of teeth,
+52436,Insufficient interocclusal distance of teeth (ridge),Insuf interocclusl-teeth,
+52437,Excessive interocclusal distance of teeth,Exces interocclusl-teeth,
+52439,Other anomalies of tooth position,Tooth position anom NEC,
+5244,"Malocclusion, unspecified",Malocclusion NOS,
+52450,"Dentofacial functional abnormality, unspecified",Dentofac funct abnor NOS,
+52451,Abnormal jaw closure,Abnormal jaw closure,
+52452,Limited mandibular range of motion,Limited mandibular ROM,
+52453,Deviation in opening and closing of the mandible,Dev open/close mandible,
+52454,Insufficient anterior guidance,Insuff anterior guidance,
+52455,Centric occlusion maximum intercuspation discrepancy,Centric occl intrcsp dis,
+52456,Non-working side interference,Nonwork side interfrnce,
+52457,Lack of posterior occlusal support,Lack post occlsl support,
+52459,Other dentofacial functional abnormalities,Dentofac funct abnor NEC,
+52460,"Temporomandibular joint disorders, unspecified",TMJ disorders NOS,
+52461,"Temporomandibular joint disorders, adhesions and ankylosis (bony or fibrous)",Adhesns/ankylosis - TMJ,
+52462,"Temporomandibular joint disorders, arthralgia of temporomandibular joint",Arthralgia TMJ,
+52463,"Temporomandibular joint disorders, articular disc disorder (reducing or non-reducing)",Articular disc disorder,
+52464,Temporomandibular joint sounds on opening and/or closing the jaw,TMJ sounds opn/close jaw,
+52469,Other specified temporomandibular joint disorders,Other specf TMJ disordrs,
+52470,"Dental alveolar anomalies, unspecified alveolar anomaly",Unspf dent alvelr anmaly,
+52471,Alveolar maxillary hyperplasia,Alveolar maxil hyprplsia,
+52472,Alveolar mandibular hyperplasia,Alveolar mandib hyprplas,
+52473,Alveolar maxillary hypoplasia,Alveolar maxil hypoplsia,
+52474,Alveolar mandibular hypoplasia,Alveolar mandb hypoplsia,
+52475,Vertical displacement of alveolus and teeth,Vertical displace teeth,
+52476,Occlusal plane deviation,Occlusal plane deviation,
+52479,Other specified alveolar anomaly,Oth spcf alveolar anmaly,
+52481,Anterior soft tissue impingement,Anterior soft tiss impg,
+52482,Posterior soft tissue impingement,Posterior soft tiss impg,
+52489,Other specified dentofacial anomalies,Dentofacial anomaly NEC,
+5249,Unspecified dentofacial anomalies,Dentofacial anomaly NOS,
+5250,Exfoliation of teeth due to systemic causes,Exfoliation of teeth,
+52510,"Acquired absence of teeth, unspecified",Acq absence of teeth NOS,
+52511,Loss of teeth due to trauma,Loss of teeth d/t trauma,
+52512,Loss of teeth due to periodontal disease,Loss teeth d/t peri dis,
+52513,Loss of teeth due to caries,Loss of teeth d/t caries,
+52519,Other loss of teeth,Loss of teeth NEC,
+52520,Unspecified atrophy of edentulous alveolar ridge,Atrophy alvlar ridge NOS,
+52521,Minimal atrophy of the mandible,Atrophy mandible-minimal,
+52522,Moderate atrophy of the mandible,Atrophy mandible-modrate,
+52523,Severe atrophy of the mandible,Atrophy mandible-severe,
+52524,Minimal atrophy of the maxilla,Atrophy maxilla-minimal,
+52525,Moderate atrophy of the maxilla,Atrophy maxilla-moderate,
+52526,Severe atrophy of the maxilla,Atrophy maxilla-severe,
+5253,Retained dental root,Retained dental root,
+52540,"Complete edentulism, unspecified",Complete edentulism NOS,
+52541,"Complete edentulism, class I","Comp edentulism,class I",
+52542,"Complete edentulism, class II","Comp edentulism,class II",
+52543,"Complete edentulism, class III","Comp edentulsm,class III",
+52544,"Complete edentulism, class IV","Comp edentulism,class IV",
+52550,"Partial edentulism, unspecified",Partial edentulism NOS,
+52551,"Partial edentulism, class I","Part edentulism,class I",
+52552,"Partial edentulism, class II","Part edentulism,class II",
+52553,"Partial edentulism, class III","Part edentulsm,class III",
+52554,"Partial edentulism, class IV","Part edentulism,class IV",
+52560,Unspecified unsatisfactory restoration of tooth,Unsat restore tooth NOS,
+52561,Open restoration margins,Open restoration margins,
+52562,Unrepairable overhanging of dental restorative materials,Overhang dental restore,
+52563,Fractured dental restorative material without loss of material,Fx dental mat w/o loss,
+52564,Fractured dental restorative material with loss of material,Fx dentl material w loss,
+52565,Contour of existing restoration of tooth biologically incompatible with oral health,Contour restore tooth,
+52566,Allergy to existing dental restorative material,Allergy dental res mat,
+52567,Poor aesthetics of existing restoration,Poor aesthetics restore,
+52569,Other unsatisfactory restoration of existing tooth,Unsat restore tooth NEC,
+52571,Osseointegration failure of dental implant,Osseo fail dental implnt,
+52572,Post-osseointegration biological failure of dental implant,Post-osse biol fail impl,
+52573,Post-osseointegration mechanical failure of dental implant,Post-osse mech fail impl,
+52579,Other endosseous dental implant failure,Endos dentl imp fail NEC,
+5258,Other specified disorders of the teeth and supporting structures,Dental disorder NEC,
+5259,Unspecified disorder of the teeth and supporting structures,Dental disorder NOS,
+5260,Developmental odontogenic cysts,Devel odontogenic cysts,
+5261,Fissural cysts of jaw,Fissural cysts of jaw,
+5262,Other cysts of jaws,Cysts of jaws NEC,
+5263,Central giant cell (reparative) granuloma,Cent giant cell granulom,
+5264,Inflammatory conditions of jaw,Inflammation of jaw,
+5265,Alveolitis of jaw,Alveolitis of jaw,
+52661,Perforation of root canal space,Perfor root canal space,
+52662,Endodontic overfill,Endodontic overfill,
+52663,Endodontic underfill,Endodontic underfill,
+52669,Other periradicular pathology associated with previous endodontic treatment,Periradicular path NEC,
+52681,Exostosis of jaw,Exostosis of jaw,
+52689,Other specified diseases of the jaws,Jaw disease NEC,
+5269,Unspecified disease of the jaws,Jaw disease NOS,
+5270,Atrophy of salivary gland,Salivary gland atrophy,
+5271,Hypertrophy of salivary gland,Salivary glnd hyprtrophy,
+5272,Sialoadenitis,Sialoadenitis,
+5273,Abscess of salivary gland,Salivary gland abscess,
+5274,Fistula of salivary gland,Salivary gland fistula,
+5275,Sialolithiasis,Sialolithiasis,
+5276,Mucocele of salivary gland,Salivary gland mucocele,
+5277,Disturbance of salivary secretion,Salivary secretion dis,
+5278,Other specified diseases of the salivary glands,Salivary gland dis NEC,
+5279,Unspecified disease of the salivary glands,Salivary gland dis NOS,
+52800,"Stomatitis and mucositis, unspecified",Stomatitis/mucositis NOS,
+52801,Mucositis (ulcerative) due to antineoplastic therapy,Mucosits d/t antineo rx,
+52802,Mucositis (ulcerative) due to other drugs,Mucositis d/t drugs NEC,
+52809,Other stomatitis and mucositis (ulcerative),Stomatits & mucosits NEC,
+5281,Cancrum oris,Cancrum oris,
+5282,Oral aphthae,Oral aphthae,
+5283,Cellulitis and abscess of oral soft tissues,Cellulitis/abscess mouth,
+5284,Cysts of oral soft tissues,Oral soft tissue cyst,
+5285,Diseases of lips,Diseases of lips,
+5286,"Leukoplakia of oral mucosa, including tongue",Leukoplakia oral mucosa,
+52871,Minimal keratinized residual ridge mucosa,Keratin ridge mucosa-min,
+52872,Excessive keratinized residual ridge mucosa,Keratin ridge muc-excess,
+52879,"Other disturbances of oral epithelium, including tongue",Dist oral epithelium NEC,
+5288,"Oral submucosal fibrosis, including of tongue",Oral submucosal fibrosis,
+5289,Other and unspecified diseases of the oral soft tissues,Oral soft tissue dis NEC,
+5290,Glossitis,Glossitis,
+5291,Geographic tongue,Geographic tongue,
+5292,Median rhomboid glossitis,Med rhomboid glossitis,
+5293,Hypertrophy of tongue papillae,Hypertroph tongue papill,
+5294,Atrophy of tongue papillae,Atrophy tongue papillae,
+5295,Plicated tongue,Plicated tongue,
+5296,Glossodynia,Glossodynia,
+5298,Other specified conditions of the tongue,Tongue disorder NEC,
+5299,Unspecified condition of the tongue,Tongue disorder NOS,
+5300,Achalasia and cardiospasm,Achalasia & cardiospasm,
+53010,"Esophagitis, unspecified","Esophagitis, unspecified",
+53011,Reflux esophagitis,Reflux esophagitis,
+53012,Acute esophagitis,Acute esophagitis,
+53013,Eosinophilic esophagitis,Eosinophilic esophagitis,
+53019,Other esophagitis,Other esophagitis,
+53020,Ulcer of esophagus without bleeding,Ulc esophagus w/o bleed,
+53021,Ulcer of esophagus with bleeding,Ulcer esophagus w bleed,
+5303,Stricture and stenosis of esophagus,Esophageal stricture,
+5304,Perforation of esophagus,Perforation of esophagus,
+5305,Dyskinesia of esophagus,Dyskinesia of esophagus,
+5306,"Diverticulum of esophagus, acquired",Acq esophag diverticulum,
+5307,Gastroesophageal laceration-hemorrhage syndrome,Mallory-weiss syndrome,
+53081,Esophageal reflux,Esophageal reflux,
+53082,Esophageal hemorrhage,Esophageal hemorrhage,
+53083,Esophageal leukoplakia,Esophageal leukoplakia,
+53084,Tracheoesophageal fistula,Tracheoesophageal fstula,
+53085,Barrett's esophagus,Barrett's esophagus,
+53086,Infection of esophagostomy,Esophagostomy infection,
+53087,Mechanical complication of esophagostomy,Mech comp esophagostomy,
+53089,Other specified disorders of esophagus,Other dsrders esophagus,
+5309,Unspecified disorder of esophagus,Esophageal disorder NOS,
+53100,"Acute gastric ulcer with hemorrhage, without mention of obstruction",Ac stomach ulcer w hem,
+53101,"Acute gastric ulcer with hemorrhage, with obstruction",Ac stomac ulc w hem-obst,
+53110,"Acute gastric ulcer with perforation, without mention of obstruction",Ac stomach ulcer w perf,
+53111,"Acute gastric ulcer with perforation, with obstruction",Ac stom ulc w perf-obst,
+53120,"Acute gastric ulcer with hemorrhage and perforation, without mention of obstruction",Ac stomac ulc w hem/perf,
+53121,"Acute gastric ulcer with hemorrhage and perforation, with obstruction",Ac stom ulc hem/perf-obs,
+53130,"Acute gastric ulcer without mention of hemorrhage or perforation, without mention of obstruction",Acute stomach ulcer NOS,
+53131,"Acute gastric ulcer without mention of hemorrhage or perforation, with obstruction",Ac stomach ulc NOS-obstr,
+53140,"Chronic or unspecified gastric ulcer with hemorrhage, without mention of obstruction",Chr stomach ulc w hem,
+53141,"Chronic or unspecified gastric ulcer with hemorrhage, with obstruction",Chr stom ulc w hem-obstr,
+53150,"Chronic or unspecified gastric ulcer with perforation, without mention of obstruction",Chr stomach ulcer w perf,
+53151,"Chronic or unspecified gastric ulcer with perforation, with obstruction",Chr stom ulc w perf-obst,
+53160,"Chronic or unspecified gastric ulcer with hemorrhage and perforation, without mention of obstruction",Chr stomach ulc hem/perf,
+53161,"Chronic or unspecified gastric ulcer with hemorrhage and perforation, with obstruction",Chr stom ulc hem/perf-ob,
+53170,"Chronic gastric ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr stomach ulcer NOS,
+53171,"Chronic gastric ulcer without mention of hemorrhage or perforation, with obstruction",Chr stomach ulc NOS-obst,
+53190,"Gastric ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Stomach ulcer NOS,
+53191,"Gastric ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Stomach ulcer NOS-obstr,
+53200,"Acute duodenal ulcer with hemorrhage, without mention of obstruction",Ac duodenal ulcer w hem,
+53201,"Acute duodenal ulcer with hemorrhage, with obstruction",Ac duoden ulc w hem-obst,
+53210,"Acute duodenal ulcer with perforation, without mention of obstruction",Ac duodenal ulcer w perf,
+53211,"Acute duodenal ulcer with perforation, with obstruction",Ac duoden ulc perf-obstr,
+53220,"Acute duodenal ulcer with hemorrhage and perforation, without mention of obstruction",Ac duoden ulc w hem/perf,
+53221,"Acute duodenal ulcer with hemorrhage and perforation, with obstruction",Ac duod ulc hem/perf-obs,
+53230,"Acute duodenal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Acute duodenal ulcer NOS,
+53231,"Acute duodenal ulcer without mention of hemorrhage or perforation, with obstruction",Ac duodenal ulc NOS-obst,
+53240,"Chronic or unspecified duodenal ulcer with hemorrhage, without mention of obstruction",Chr duoden ulcer w hem,
+53241,"Chronic or unspecified duodenal ulcer with hemorrhage, with obstruction",Chr duoden ulc hem-obstr,
+53250,"Chronic or unspecified duodenal ulcer with perforation, without mention of obstruction",Chr duoden ulcer w perf,
+53251,"Chronic or unspecified duodenal ulcer with perforation, with obstruction",Chr duoden ulc perf-obst,
+53260,"Chronic or unspecified duodenal ulcer with hemorrhage and perforation, without mention of obstruction",Chr duoden ulc hem/perf,
+53261,"Chronic or unspecified duodenal ulcer with hemorrhage and perforation, with obstruction",Chr duod ulc hem/perf-ob,
+53270,"Chronic duodenal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr duodenal ulcer NOS,
+53271,"Chronic duodenal ulcer without mention of hemorrhage or perforation, with obstruction",Chr duoden ulc NOS-obstr,
+53290,"Duodenal ulcer, unspecified as acute or chronic, without hemorrhage or perforation, without mention of obstruction",Duodenal ulcer NOS,
+53291,"Duodenal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Duodenal ulcer NOS-obstr,
+53300,"Acute peptic ulcer of unspecified site with hemorrhage, without mention of obstruction",Ac peptic ulcer w hemorr,
+53301,"Acute peptic ulcer of unspecified site with hemorrhage, with obstruction",Ac peptic ulc w hem-obst,
+53310,"Acute peptic ulcer of unspecified site with perforation, without mention of obstruction",Ac peptic ulcer w perfor,
+53311,"Acute peptic ulcer of unspecified site with perforation, with obstruction",Ac peptic ulc w perf-obs,
+53320,"Acute peptic ulcer of unspecified site with hemorrhage and perforation, without mention of obstruction",Ac peptic ulc w hem/perf,
+53321,"Acute peptic ulcer of unspecified site with hemorrhage and perforation, with obstruction",Ac pept ulc hem/perf-obs,
+53330,"Acute peptic ulcer of unspecified site without mention of hemorrhage and perforation, without mention of obstruction",Acute peptic ulcer NOS,
+53331,"Acute peptic ulcer of unspecified site without mention of hemorrhage and perforation, with obstruction",Ac peptic ulcer NOS-obst,
+53340,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage, without mention of obstruction",Chr peptic ulcer w hem,
+53341,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage, with obstruction",Chr peptic ulc w hem-obs,
+53350,"Chronic or unspecified peptic ulcer of unspecified site with perforation, without mention of obstruction",Chr peptic ulcer w perf,
+53351,"Chronic or unspecified peptic ulcer of unspecified site with perforation, with obstruction",Chr peptic ulc perf-obst,
+53360,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage and perforation, without mention of obstruction",Chr pept ulc w hem/perf,
+53361,"Chronic or unspecified peptic ulcer of unspecified site with hemorrhage and perforation, with obstruction",Chr pept ulc hem/perf-ob,
+53370,"Chronic peptic ulcer of unspecified site without mention of hemorrhage or perforation, without mention of obstruction",Chronic peptic ulcer NOS,
+53371,"Chronic peptic ulcer of unspecified site without mention of hemorrhage or perforation, with obstruction",Chr peptic ulcer NOS-obs,
+53390,"Peptic ulcer of unspecified site, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Peptic ulcer NOS,
+53391,"Peptic ulcer of unspecified site, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Peptic ulcer NOS-obstruc,
+53400,"Acute gastrojejunal ulcer with hemorrhage, without mention of obstruction",Ac marginal ulcer w hem,
+53401,"Acute gastrojejunal ulcer, with hemorrhage, with obstruction",Ac margin ulc w hem-obst,
+53410,"Acute gastrojejunal ulcer with perforation, without mention of obstruction",Ac marginal ulcer w perf,
+53411,"Acute gastrojejunal ulcer with perforation, with obstruction",Ac margin ulc w perf-obs,
+53420,"Acute gastrojejunal ulcer with hemorrhage and perforation, without mention of obstruction",Ac margin ulc w hem/perf,
+53421,"Acute gastrojejunal ulcer with hemorrhage and perforation, with obstruction",Ac marg ulc hem/perf-obs,
+53430,"Acute gastrojejunal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Ac marginal ulcer NOS,
+53431,"Acute gastrojejunal ulcer without mention of hemorrhage or perforation, with obstruction",Ac marginal ulc NOS-obst,
+53440,"Chronic or unspecified gastrojejunal ulcer with hemorrhage, without mention of obstruction",Chr marginal ulcer w hem,
+53441,"Chronic or unspecified gastrojejunal ulcer, with hemorrhage, with obstruction",Chr margin ulc w hem-obs,
+53450,"Chronic or unspecified gastrojejunal ulcer with perforation, without mention of obstruction",Chr marginal ulc w perf,
+53451,"Chronic or unspecified gastrojejunal ulcer with perforation, with obstruction",Chr margin ulc perf-obst,
+53460,"Chronic or unspecified gastrojejunal ulcer with hemorrhage and perforation, without mention of obstruction",Chr margin ulc hem/perf,
+53461,"Chronic or unspecified gastrojejunal ulcer with hemorrhage and perforation, with obstruction",Chr marg ulc hem/perf-ob,
+53470,"Chronic gastrojejunal ulcer without mention of hemorrhage or perforation, without mention of obstruction",Chr marginal ulcer NOS,
+53471,"Chronic gastrojejunal ulcer without mention of hemorrhage or perforation, with obstruction",Chr marginal ulc NOS-obs,
+53490,"Gastrojejunal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, without mention of obstruction",Gastrojejunal ulcer NOS,
+53491,"Gastrojejunal ulcer, unspecified as acute or chronic, without mention of hemorrhage or perforation, with obstruction",Gastrojejun ulc NOS-obst,
+53500,"Acute gastritis, without mention of hemorrhage",Acute gastrtis w/o hmrhg,
+53501,"Acute gastritis, with hemorrhage",Acute gastritis w hmrhg,
+53510,"Atrophic gastritis, without mention of hemorrhage",Atrph gastrtis w/o hmrhg,
+53511,"Atrophic gastritis, with hemorrhage",Atrph gastritis w hmrhg,
+53520,"Gastric mucosal hypertrophy, without mention of hemorrhage",Gstr mcsl hyprt w/o hmrg,
+53521,"Gastric mucosal hypertrophy, with hemorrhage",Gstr mcsl hyprt w hmrg,
+53530,"Alcoholic gastritis, without mention of hemorrhage",Alchl gastrtis w/o hmrhg,
+53531,"Alcoholic gastritis, with hemorrhage",Alchl gstritis w hmrhg,
+53540,"Other specified gastritis, without mention of hemorrhage",Oth spf gstrt w/o hmrhg,
+53541,"Other specified gastritis, with hemorrhage",Oth spf gastrt w hmrhg,
+53550,"Unspecified gastritis and gastroduodenitis, without mention of hemorrhage",Gstr/ddnts NOS w/o hmrhg,
+53551,"Unspecified gastritis and gastroduodenitis, with hemorrhage",Gstr/ddnts NOS w hmrhg,
+53560,"Duodenitis, without mention of hemorrhage",Duodenitis w/o hmrhg,
+53561,"Duodenitis, with hemorrhage",Duodenitis w hmrhg,
+53570,"Eosinophilic gastritis, without mention of hemorrhage",Eosinophil gastrt wo hem,
+53571,"Eosinophilic gastritis, with hemorrhage",Eosinophilc gastrt w hem,
+5360,Achlorhydria,Achlorhydria,
+5361,Acute dilatation of stomach,Ac dilation of stomach,
+5362,Persistent vomiting,Persistent vomiting,
+5363,Gastroparesis,Gastroparesis,
+53640,"Gastrostomy complication, unspecified",Gastrostomy comp NOS,
+53641,Infection of gastrostomy,Gastrostomy infection,
+53642,Mechanical complication of gastrostomy,Gastrostomy comp - mech,
+53649,Other gastrostomy complications,Gastrostomy comp NEC,
+5368,Dyspepsia and other specified disorders of function of stomach,Stomach function dis NEC,
+5369,Unspecified functional disorder of stomach,Stomach function dis NOS,
+5370,Acquired hypertrophic pyloric stenosis,Acq pyloric stenosis,
+5371,Gastric diverticulum,Gastric diverticulum,
+5372,Chronic duodenal ileus,Chronic duodenal ileus,
+5373,Other obstruction of duodenum,Duodenal obstruction NEC,
+5374,Fistula of stomach or duodenum,Gastric/duodenal fistula,
+5375,Gastroptosis,Gastroptosis,
+5376,Hourglass stricture or stenosis of stomach,Hourglass stricture stom,
+53781,Pylorospasm,Pylorospasm,
+53782,Angiodysplasia of stomach and duodenum without mention of hemorrhage,Angio stm/dudn w/o hmrhg,
+53783,Angiodysplasia of stomach and duodenum with hemorrhage,Angio stm/dudn w hmrhg,
+53784,Dieulafoy lesion (hemorrhagic) of stomach and duodenum,"Dieulafoy les,stom&duod",
+53789,Other specified disorders of stomach and duodenum,Gastroduodenal dis NEC,
+5379,Unspecified disorder of stomach and duodenum,Gastroduodenal dis NOS,
+538,Gastrointestinal mucositis (ulcerative),GI mucositis (ulceratve),
+53901,Infection due to gastric band procedure,Inf d/t gastrc band proc,
+53909,Other complications of gastric band procedure,Oth cmp gastrc band proc,
+53981,Infection due to other bariatric procedure,Inf d/t ot bariatrc proc,
+53989,Other complications of other bariatric procedure,Ot comp ot bariatrc proc,
+5400,Acute appendicitis with generalized peritonitis,Ac append w peritonitis,
+5401,Acute appendicitis with peritoneal abscess,Abscess of appendix,
+5409,Acute appendicitis without mention of peritonitis,Acute appendicitis NOS,
+541,"Appendicitis, unqualified",Appendicitis NOS,
+542,Other appendicitis,Other appendicitis,
+5430,Hyperplasia of appendix (lymphoid),Hyperplasia of appendix,
+5439,Other and unspecified diseases of appendix,Diseases of appendix NEC,
+55000,"Inguinal hernia, with gangrene, unilateral or unspecified (not specified as recurrent)",Unilat ing hernia w gang,
+55001,"Inguinal hernia, with gangrene, unilateral or unspecified, recurrent",Recur unil ing hern-gang,
+55002,"Inguinal hernia, with gangrene, bilateral (not specified as recurrent)",Bilat ing hernia w gang,
+55003,"Inguinal hernia, with gangrene, bilateral, recurrent",Recur bil ing hern-gang,
+55010,"Inguinal hernia, with obstruction, without mention of gangrene, unilateral or unspecified (not specified as recurrent)",Unilat ing hernia w obst,
+55011,"Inguinal hernia, with obstruction, without mention of gangrene, unilateral or unspecified,recurrent",Recur unil ing hern-obst,
+55012,"Inguinal hernia, with obstruction, without mention of gangrene, bilateral (not specified as recurrent)",Bilat ing hernia w obst,
+55013,"Inguinal hernia, with obstruction, without mention of gangrene, bilateral, recurrent",Recur bil ing hern-obstr,
+55090,"Inguinal hernia, without mention of obstruction or gangrene, unilateral or unspecified (not specified as recurrent)",Unilat inguinal hernia,
+55091,"Inguinal hernia, without mention of obstruction or gangrene, unilateral or unspecified, recurrent",Recur unilat inguin hern,
+55092,"Inguinal hernia, without mention of obstruction or gangrene, bilateral (not specified as recurrent)",Bilat inguinal hernia,
+55093,"Inguinal hernia, without mention of obstruction or gangrene, bilateral, recurrent",Recur bilat inguin hern,
+55100,"Femoral hernia with gangrene, unilateral or unspecified (not specified as recurrent)",Unil femoral hern w gang,
+55101,"Femoral hernia with gangrene, unilateral or unspecified, recurrent",Rec unil fem hern w gang,
+55102,"Femoral hernia with gangrene, bilateral (not specified as recurrent)",Bilat fem hern w gang,
+55103,"Femoral hernia with gangrene, bilateral, recurrent",Recur bil fem hern-gang,
+5511,Umbilical hernia with gangrene,Umbilical hernia w gangr,
+55120,"Ventral hernia, unspecified, with gangrene",Gangr ventral hernia NOS,
+55121,"Incisional ventral hernia, with gangrene",Gangr incisional hernia,
+55129,Other ventral hernia with gangrene,Gang ventral hernia NEC,
+5513,Diaphragmatic hernia with gangrene,Diaphragm hernia w gangr,
+5518,"Hernia of other specified sites, with gangrene","Hernia, site NEC w gangr",
+5519,"Hernia of unspecified site, with gangrene","Hernia, site NOS w gangr",
+55200,"Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)",Unil femoral hern w obst,
+55201,"Femoral hernia with obstruction, unilateral or unspecified, recurrent",Rec unil fem hern w obst,
+55202,"Femoral hernia with obstruction, bilateral (not specified as recurrent)",Bil femoral hern w obstr,
+55203,"Femoral hernia with obstruction, bilateral, recurrent",Rec bil fem hern w obstr,
+5521,Umbilical hernia with obstruction,Umbilical hernia w obstr,
+55220,"Ventral, unspecified, hernia with obstruction",Obstr ventral hernia NOS,
+55221,Incisional ventral hernia with obstruction,Obstr incisional hernia,
+55229,Other ventral hernia with obstruction,Obstr ventral hernia NEC,
+5523,Diaphragmatic hernia with obstruction,Diaphragm hernia w obstr,
+5528,"Hernia of other specified sites, with obstruction","Hernia, site NEC w obstr",
+5529,"Hernia of unspecified site, with obstruction","Hernia, site NOS w obstr",
+55300,"Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)",Unilat femoral hernia,
+55301,"Femoral hernia without mention of obstruction or gangrene, unilateral or unspecified, recurrent",Recur unil femoral hern,
+55302,"Femoral hernia without mention of obstruction or gangrene, bilateral (not specified as recurrent)",Bilateral femoral hernia,
+55303,"Femoral hernia without mention of obstruction or gangrene, bilateral,recurrent",Recur bilat femoral hern,
+5531,Umbilical hernia without mention of obstruction or gangrene,Umbilical hernia,
+55320,"Ventral, unspecified, hernia without mention of obstruction or gangrene",Ventral hernia NOS,
+55321,Incisional hernia without mention of obstruction or gangrene,Incisional hernia,
+55329,Other ventral hernia without mention of obstruction or gangrene,Ventral hernia NEC,
+5533,Diaphragmatic hernia without mention of obstruction or gangrene,Diaphragmatic hernia,
+5538,Hernia of other specified sites without mention of obstruction or gangrene,Hernia NEC,
+5539,Hernia of unspecified site without mention of obstruction or gangrene,Hernia NOS,
+5550,Regional enteritis of small intestine,"Reg enteritis, sm intest",
+5551,Regional enteritis of large intestine,"Reg enteritis, lg intest",
+5552,Regional enteritis of small intestine with large intestine,Reg enterit sm/lg intest,
+5559,Regional enteritis of unspecified site,Regional enteritis NOS,
+5560,Ulcerative (chronic) enterocolitis,Ulcerative enterocolitis,
+5561,Ulcerative (chronic) ileocolitis,Ulcerative ileocolitis,
+5562,Ulcerative (chronic) proctitis,Ulcerative proctitis,
+5563,Ulcerative (chronic) proctosigmoiditis,Ulcertve prctosigmoidtis,
+5564,Pseudopolyposis of colon,Pseudopolyposis colon,
+5565,Left-sided ulcerative (chronic) colitis,Lftsded ulcertve colitis,
+5566,Universal ulcerative (chronic) colitis,Univrsl ulcertve colitis,
+5568,Other ulcerative colitis,Other ulcerative colitis,
+5569,"Ulcerative colitis, unspecified",Ulceratve colitis unspcf,
+5570,Acute vascular insufficiency of intestine,Ac vasc insuff intestine,
+5571,Chronic vascular insufficiency of intestine,Chr vasc insuff intest,
+5579,Unspecified vascular insufficiency of intestine,Vasc insuff intest NOS,
+5581,Gastroenteritis and colitis due to radiation,Radiation gastroenterit,
+5582,Toxic gastroenteritis and colitis,Toxic gastroenteritis,
+5583,Allergic gastroenteritis and colitis,Allrgic gastro & colitis,
+55841,Eosinophilic gastroenteritis,Eosinophilic gastroent,
+55842,Eosinophilic colitis,Eosinophilic colitis,
+5589,Other and unspecified noninfectious gastroenteritis and colitis,Noninf gastroenterit NEC,
+5600,Intussusception,Intussusception,
+5601,Paralytic ileus,Paralytic ileus,
+5602,Volvulus,Volvulus of intestine,
+56030,"Impaction of intestine, unspecified",Impaction intestine NOS,
+56031,Gallstone ileus,Gallstone ileus,
+56032,Fecal impaction,Fecal impaction,
+56039,Other impaction of intestine,Impaction intestine NEC,
+56081,Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection),Intestinal adhes w obstr,
+56089,Other specified intestinal obstruction,Intestinal obstruct NEC,
+5609,Unspecified intestinal obstruction,Intestinal obstruct NOS,
+56200,Diverticulosis of small intestine (without mention of hemorrhage),Dvrtclo sml int w/o hmrg,
+56201,Diverticulitis of small intestine (without mention of hemorrhage),Dvrtcli sml int w/o hmrg,
+56202,Diverticulosis of small intestine with hemorrhage,Dvrtclo sml int w hmrhg,
+56203,Diverticulitis of small intestine with hemorrhage,Dvrtcli sml int w hmrhg,
+56210,Diverticulosis of colon (without mention of hemorrhage),Dvrtclo colon w/o hmrhg,
+56211,Diverticulitis of colon (without mention of hemorrhage),Dvrtcli colon w/o hmrhg,
+56212,Diverticulosis of colon with hemorrhage,Dvrtclo colon w hmrhg,
+56213,Diverticulitis of colon with hemorrhage,Dvrtcli colon w hmrhg,
+56400,"Constipation, unspecified",Constipation NOS,
+56401,Slow transit constipation,Slow transt constipation,
+56402,Outlet dysfunction constipation,Outlet dysfnc constption,
+56409,Other constipation,Constipation NEC,
+5641,Irritable bowel syndrome,Irritable bowel syndrome,
+5642,Postgastric surgery syndromes,Postgastric surgery synd,
+5643,Vomiting following gastrointestinal surgery,Vomiting post-gi surgery,
+5644,Other postoperative functional disorders,Postop GI funct dis NEC,
+5645,Functional diarrhea,Functional diarrhea,
+5646,Anal spasm,Anal spasm,
+5647,"Megacolon, other than Hirschsprung's",Megacolon NEC,
+56481,Neurogenic bowel,Neurogenic bowel,
+56489,Other functional disorders of intestine,Funct dis intestine NEC,
+5649,Unspecified functional disorder of intestine,Funct dis intestine NOS,
+5650,Anal fissure,Anal fissure,
+5651,Anal fistula,Anal fistula,
+566,Abscess of anal and rectal regions,Anal & rectal abscess,
+5670,Peritonitis in infectious diseases classified elsewhere,Peritonitis in infec dis,
+5671,Pneumococcal peritonitis,Pneumococcal peritonitis,
+56721,Peritonitis (acute) generalized,Peritonitis (acute) gen,
+56722,Peritoneal abscess,Peritoneal abscess,
+56723,Spontaneous bacterial peritonitis,Spontan bact peritonitis,
+56729,Other suppurative peritonitis,Suppurat peritonitis NEC,
+56731,Psoas muscle abscess,Psoas muscle abscess,
+56738,Other retroperitoneal abscess,Retroperiton abscess NEC,
+56739,Other retroperitoneal infections,Retroperiton infect NEC,
+56781,Choleperitonitis,Choleperitonitis,
+56782,Sclerosing mesenteritis,Sclerosing mesenteritis,
+56789,Other specified peritonitis,Peritonitis NEC,
+5679,Unspecified peritonitis,Peritonitis NOS,
+5680,Peritoneal adhesions (postoperative) (postinfection),Peritoneal adhesions,
+56881,Hemoperitoneum (nontraumatic),Hemoperitoneum,
+56882,Peritoneal effusion (chronic),Peritoneal effusion,
+56889,Other specified disorders of peritoneum,Peritoneal disorder NEC,
+5689,Unspecified disorder of peritoneum,Peritoneal disorder NOS,
+5690,Anal and rectal polyp,Anal & rectal polyp,
+5691,Rectal prolapse,Rectal prolapse,
+5692,Stenosis of rectum and anus,Rectal & anal stenosis,
+5693,Hemorrhage of rectum and anus,Rectal & anal hemorrhage,
+56941,Ulcer of anus and rectum,Rectal & anal ulcer,
+56942,Anal or rectal pain,Anal or rectal pain,
+56943,Anal sphincter tear (healed) (old),Anal sphincter tear-old,
+56944,Dysplasia of anus,Dysplasia of anus,
+56949,Other specified disorders of rectum and anus,Rectal & anal dis NEC,
+5695,Abscess of intestine,Intestinal abscess,
+56960,"Colostomy and enterostomy complication, unspecified",Colstomy/enter comp NOS,
+56961,Infection of colostomy or enterostomy,Colosty/enterost infectn,
+56962,Mechanical complication of colostomy and enterostomy,Colosty/enter comp-mech,
+56969,Other colostomy and enterostomy complication,Colstmy/enteros comp NEC,
+56971,Pouchitis,Pouchitis,
+56979,Other complications of intestinal pouch,Comp intest pouch NEC,
+56981,"Fistula of intestine, excluding rectum and anus",Intestinal fistula,
+56982,Ulceration of intestine,Ulceration of intestine,
+56983,Perforation of intestine,Perforation of intestine,
+56984,Angiodysplasia of intestine (without mention of hemorrhage),Angio intes w/o hmrhg,
+56985,Angiodysplasia of intestine with hemorrhage,Angio intes w hmrhg,
+56986,Dieulafoy lesion (hemorrhagic) of intestine,"Dieulafoy les, intestine",
+56987,Vomiting of fecal matter,Vomiting of fecal matter,
+56989,Other specified disorders of intestine,Intestinal disorders NEC,
+5699,Unspecified disorder of intestine,Intestinal disorder NOS,
+570,Acute and subacute necrosis of liver,Acute necrosis of liver,
+5710,Alcoholic fatty liver,Alcoholic fatty liver,
+5711,Acute alcoholic hepatitis,Ac alcoholic hepatitis,
+5712,Alcoholic cirrhosis of liver,Alcohol cirrhosis liver,
+5713,"Alcoholic liver damage, unspecified",Alcohol liver damage NOS,
+57140,"Chronic hepatitis, unspecified",Chronic hepatitis NOS,
+57141,Chronic persistent hepatitis,Chr persistent hepatitis,
+57142,Autoimmune hepatitis,Autoimmune hepatitis,
+57149,Other chronic hepatitis,Chronic hepatitis NEC,
+5715,Cirrhosis of liver without mention of alcohol,Cirrhosis of liver NOS,
+5716,Biliary cirrhosis,Biliary cirrhosis,
+5718,Other chronic nonalcoholic liver disease,Chronic liver dis NEC,
+5719,Unspecified chronic liver disease without mention of alcohol,Chronic liver dis NOS,
+5720,Abscess of liver,Abscess of liver,
+5721,Portal pyemia,Portal pyemia,
+5722,Hepatic encephalopathy,Hepatic encephalopathy,
+5723,Portal hypertension,Portal hypertension,
+5724,Hepatorenal syndrome,Hepatorenal syndrome,
+5728,Other sequelae of chronic liver disease,"Oth sequela, chr liv dis",
+5730,Chronic passive congestion of liver,Chr passiv congest liver,
+5731,Hepatitis in viral diseases classified elsewhere,Hepatitis in viral dis,
+5732,Hepatitis in other infectious diseases classified elsewhere,Hepatitis in oth inf dis,
+5733,"Hepatitis, unspecified",Hepatitis NOS,
+5734,Hepatic infarction,Hepatic infarction,
+5735,Hepatopulmonary syndrome,Hepatopulmonary syndrome,
+5738,Other specified disorders of liver,Liver disorders NEC,
+5739,Unspecified disorder of liver,Liver disorder NOS,
+57400,"Calculus of gallbladder with acute cholecystitis, without mention of obstruction",Cholelith w ac cholecyst,
+57401,"Calculus of gallbladder with acute cholecystitis, with obstruction",Cholelith/ac gb inf-obst,
+57410,"Calculus of gallbladder with other cholecystitis, without mention of obstruction",Cholelith w cholecys NEC,
+57411,"Calculus of gallbladder with other cholecystitis, with obstruction",Cholelith/gb inf NEC-obs,
+57420,"Calculus of gallbladder without mention of cholecystitis, without mention of obstruction",Cholelithiasis NOS,
+57421,"Calculus of gallbladder without mention of cholecystitis, with obstruction",Cholelithias NOS w obstr,
+57430,"Calculus of bile duct with acute cholecystitis, without mention of obstruction",Choledocholith/ac gb inf,
+57431,"Calculus of bile duct with acute cholecystitis, with obstruction",Choledochlith/ac gb-obst,
+57440,"Calculus of bile duct with other cholecystitis, without mention of obstruction",Choledochlith/gb inf NEC,
+57441,"Calculus of bile duct with other cholecystitis, with obstruction",Choledochlith/gb NEC-obs,
+57450,"Calculus of bile duct without mention of cholecystitis, without mention of obstruction",Choledocholithiasis NOS,
+57451,"Calculus of bile duct without mention of cholecystitis, with obstruction",Choledochlith NOS w obst,
+57460,"Calculus of gallbladder and bile duct with acute cholecystitis, without mention of obstruction",Gall&bil cal w/ac w/o ob,
+57461,"Calculus of gallbladder and bile duct with acute cholecystitis, with obstruction",Gall&bil cal w/ac w obs,
+57470,"Calculus of gallbladder and bile duct with other cholecystitis, without mention of obstruction",Gal&bil cal w/oth w/o ob,
+57471,"Calculus of gallbladder and bile duct with other cholecystitis, with obstruction",Gall&bil cal w/oth w obs,
+57480,"Calculus of gallbladder and bile duct with acute and chronic cholecystitis, without mention of obstruction",Gal&bil cal w/ac&chr w/o,
+57481,"Calculus of gallbladder and bile duct with acute and chronic cholecystitis, with obstruction",Gal&bil cal w/ac&ch w ob,
+57490,"Calculus of gallbladder and bile duct without cholecystitis, without mention of obstruction",Gall&bil cal w/o cho w/o,
+57491,"Calculus of gallbladder and bile duct without cholecystitis, with obstruction",Gall&bil cal w/o ch w ob,
+5750,Acute cholecystitis,Acute cholecystitis,
+57510,"Cholecystitis, unspecified",Cholecystitis NOS,
+57511,Chronic cholecystitis,Chronic cholecystitis,
+57512,Acute and chronic cholecystitis,Acte & chr cholecystitis,
+5752,Obstruction of gallbladder,Obstruction gallbladder,
+5753,Hydrops of gallbladder,Hydrops of gallbladder,
+5754,Perforation of gallbladder,Perforation gallbladder,
+5755,Fistula of gallbladder,Fistula of gallbladder,
+5756,Cholesterolosis of gallbladder,Gb cholesterolosis,
+5758,Other specified disorders of gallbladder,Dis of gallbladder NEC,
+5759,Unspecified disorder of gallbladder,Dis of gallbladder NOS,
+5760,Postcholecystectomy syndrome,Postcholecystectomy synd,
+5761,Cholangitis,Cholangitis,
+5762,Obstruction of bile duct,Obstruction of bile duct,
+5763,Perforation of bile duct,Perforation of bile duct,
+5764,Fistula of bile duct,Fistula of bile duct,
+5765,Spasm of sphincter of Oddi,Spasm sphincter of oddi,
+5768,Other specified disorders of biliary tract,Dis of biliary tract NEC,
+5769,Unspecified disorder of biliary tract,Dis of biliary tract NOS,
+5770,Acute pancreatitis,Acute pancreatitis,
+5771,Chronic pancreatitis,Chronic pancreatitis,
+5772,Cyst and pseudocyst of pancreas,Pancreat cyst/pseudocyst,
+5778,Other specified diseases of pancreas,Pancreatic disease NEC,
+5779,Unspecified disease of pancreas,Pancreatic disease NOS,
+5780,Hematemesis,Hematemesis,
+5781,Blood in stool,Blood in stool,
+5789,"Hemorrhage of gastrointestinal tract, unspecified",Gastrointest hemorr NOS,
+5790,Celiac disease,Celiac disease,
+5791,Tropical sprue,Tropical sprue,
+5792,Blind loop syndrome,Blind loop syndrome,
+5793,Other and unspecified postsurgical nonabsorption,Intest postop nonabsorb,
+5794,Pancreatic steatorrhea,Pancreatic steatorrhea,
+5798,Other specified intestinal malabsorption,Intest malabsorption NEC,
+5799,Unspecified intestinal malabsorption,Intest malabsorption NOS,
+5800,Acute glomerulonephritis with lesion of proliferative glomerulonephritis,Ac proliferat nephritis,
+5804,Acute glomerulonephritis with lesion of rapidly progressive glomerulonephritis,Ac rapidly progr nephrit,
+58081,Acute glomerulonephritis in diseases classified elsewhere,Ac nephritis in oth dis,
+58089,Acute glomerulonephritis with other specified pathological lesion in kidney,Acute nephritis NEC,
+5809,Acute glomerulonephritis with unspecified pathological lesion in kidney,Acute nephritis NOS,
+5810,Nephrotic syndrome with lesion of proliferative glomerulonephritis,"Nephrotic syn, prolifer",
+5811,Nephrotic syndrome with lesion of membranous glomerulonephritis,Epimembranous nephritis,
+5812,Nephrotic syndrome with lesion of membranoproliferative glomerulonephritis,Membranoprolif nephrosis,
+5813,Nephrotic syndrome with lesion of minimal change glomerulonephritis,Minimal change nephrosis,
+58181,Nephrotic syndrome in diseases classified elsewhere,Nephrotic syn in oth dis,
+58189,Nephrotic syndrome with other specified pathological lesion in kidney,Nephrotic syndrome NEC,
+5819,Nephrotic syndrome with unspecified pathological lesion in kidney,Nephrotic syndrome NOS,
+5820,Chronic glomerulonephritis with lesion of proliferative glomerulonephritis,Chr proliferat nephritis,
+5821,Chronic glomerulonephritis with lesion of membranous glomerulonephritis,Chr membranous nephritis,
+5822,Chronic glomerulonephritis with lesion of membranoproliferative glomerulonephritis,Chr membranoprolif nephr,
+5824,Chronic glomerulonephritis with lesion of rapidly progressive glomerulonephritis,Chr rapid progr nephrit,
+58281,Chronic glomerulonephritis in diseases classified elsewhere,Chr nephritis in oth dis,
+58289,Chronic glomerulonephritis with other specified pathological lesion in kidney,Chronic nephritis NEC,
+5829,Chronic glomerulonephritis with unspecified pathological lesion in kidney,Chronic nephritis NOS,
+5830,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis",Proliferat nephritis NOS,
+5831,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of membranous glomerulonephritis",Membranous nephritis NOS,
+5832,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of membranoproliferative glomerulonephritis",Membranoprolif nephr NOS,
+5834,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of rapidly progressive glomerulonephritis",Rapidly prog nephrit NOS,
+5836,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of renal cortical necrosis",Renal cort necrosis NOS,
+5837,"Nephritis and nephropathy, not specified as acute or chronic, with lesion of renal medullary necrosis",Nephr NOS/medull necros,
+58381,"Nephritis and nephropathy, not specified as acute or chronic, in diseases classified elsewhere",Nephritis NOS in oth dis,
+58389,"Nephritis and nephropathy, not specified as acute or chronic, with other specified pathological lesion in kidney",Nephritis NEC,
+5839,"Nephritis and nephropathy, not specified as acute or chronic, with unspecified pathological lesion in kidney",Nephritis NOS,
+5845,Acute kidney failure with lesion of tubular necrosis,"Ac kidny fail, tubr necr",
+5846,Acute kidney failure with lesion of renal cortical necrosis,"Ac kidny fail, cort necr",
+5847,Acute kidney failure with lesion of renal medullary [papillary] necrosis,"Ac kidny fail, medu necr",
+5848,Acute kidney failure with other specified pathological lesion in kidney,Acute kidney failure NEC,
+5849,"Acute kidney failure, unspecified",Acute kidney failure NOS,
+5851,"Chronic kidney disease, Stage I",Chro kidney dis stage I,
+5852,"Chronic kidney disease, Stage II (mild)",Chro kidney dis stage II,
+5853,"Chronic kidney disease, Stage III (moderate)",Chr kidney dis stage III,
+5854,"Chronic kidney disease, Stage IV (severe)",Chr kidney dis stage IV,
+5855,"Chronic kidney disease, Stage V",Chron kidney dis stage V,
+5856,End stage renal disease,End stage renal disease,
+5859,"Chronic kidney disease, unspecified",Chronic kidney dis NOS,
+586,"Renal failure, unspecified",Renal failure NOS,
+587,"Renal sclerosis, unspecified",Renal sclerosis NOS,
+5880,Renal osteodystrophy,Renal osteodystrophy,
+5881,Nephrogenic diabetes insipidus,Nephrogen diabetes insip,
+58881,Secondary hyperparathyroidism (of renal origin),Sec hyperparathyrd-renal,
+58889,Other specified disorders resulting from impaired renal function,Impair ren funct dis NEC,
+5889,Unspecified disorder resulting from impaired renal function,Impaired renal funct NOS,
+5890,Unilateral small kidney,Unilateral small kidney,
+5891,Bilateral small kidneys,Bilateral small kidneys,
+5899,"Small kidney, unspecified",Small kidney NOS,
+59000,Chronic pyelonephritis without lesion of renal medullary necrosis,Chr pyelonephritis NOS,
+59001,Chronic pyelonephritis with lesion of renal medullary necrosis,Chr pyeloneph w med necr,
+59010,Acute pyelonephritis without lesion of renal medullary necrosis,Ac pyelonephritis NOS,
+59011,Acute pyelonephritis with lesion of renal medullary necrosis,Ac pyelonephr w med necr,
+5902,Renal and perinephric abscess,Renal/perirenal abscess,
+5903,Pyeloureteritis cystica,Pyeloureteritis cystica,
+59080,"Pyelonephritis, unspecified",Pyelonephritis NOS,
+59081,Pyelitis or pyelonephritis in diseases classified elsewhere,Pyelonephrit in oth dis,
+5909,"Infection of kidney, unspecified",Infection of kidney NOS,
+591,Hydronephrosis,Hydronephrosis,
+5920,Calculus of kidney,Calculus of kidney,
+5921,Calculus of ureter,Calculus of ureter,
+5929,"Urinary calculus, unspecified",Urinary calculus NOS,
+5930,Nephroptosis,Nephroptosis,
+5931,Hypertrophy of kidney,Hypertrophy of kidney,
+5932,"Cyst of kidney, acquired","Cyst of kidney, acquired",
+5933,Stricture or kinking of ureter,Stricture of ureter,
+5934,Other ureteric obstruction,Ureteric obstruction NEC,
+5935,Hydroureter,Hydroureter,
+5936,Postural proteinuria,Postural proteinuria,
+59370,Vesicoureteral reflux unspecified or without reflux nephropathy,Vescouretrl rflux unspcf,
+59371,"Vesicoureteral reflux with reflux nephropathy, unilateral",Vscurt rflx npht uniltrl,
+59372,"Vesicoureteral reflux with reflux nephropathy, bilateral",Vscourtl rflx npht bltrl,
+59373,Other vesicoureteral reflux with reflux nephropathy NOS,Vscourtl rflx w npht NOS,
+59381,Vascular disorders of kidney,Renal vascular disorder,
+59382,Ureteral fistula,Ureteral fistula,
+59389,Other specified disorders of kidney and ureter,Renal & ureteral dis NEC,
+5939,Unspecified disorder of kidney and ureter,Renal & ureteral dis NOS,
+5940,Calculus in diverticulum of bladder,Blad diverticulum calcul,
+5941,Other calculus in bladder,Bladder calculus NEC,
+5942,Calculus in urethra,Urethral calculus,
+5948,Other lower urinary tract calculus,Lower urin calcul NEC,
+5949,"Calculus of lower urinary tract, unspecified",Lower urin calcul NOS,
+5950,Acute cystitis,Acute cystitis,
+5951,Chronic interstitial cystitis,Chr interstit cystitis,
+5952,Other chronic cystitis,Chronic cystitis NEC,
+5953,Trigonitis,Trigonitis,
+5954,Cystitis in diseases classified elsewhere,Cystitis in oth dis,
+59581,Cystitis cystica,Cystitis cystica,
+59582,Irradiation cystitis,Irradiation cystitis,
+59589,Other specified types of cystitis,Cystitis NEC,
+5959,"Cystitis, unspecified",Cystitis NOS,
+5960,Bladder neck obstruction,Bladder neck obstruction,
+5961,Intestinovesical fistula,Intestinovesical fistula,
+5962,"Vesical fistula, not elsewhere classified",Vesical fistula NEC,
+5963,Diverticulum of bladder,Diverticulum of bladder,
+5964,Atony of bladder,Atony of bladder,
+59651,Hypertonicity of bladder,Hypertonicity of bladder,
+59652,Low bladder compliance,Low bladder compliance,
+59653,Paralysis of bladder,Paralysis of bladder,
+59654,Neurogenic bladder NOS,Neurogenic bladder NOS,
+59655,Detrusor sphincter dyssynergia,Detrusr sphinc dyssnrgia,
+59659,Other functional disorder of bladder,Oth func dsdr bladder,
+5966,"Rupture of bladder, nontraumatic","Bladder rupt, nontraum",
+5967,Hemorrhage into bladder wall,Bladder wall hemorrhage,
+59681,Infection of cystostomy,Infection of cystostomy,
+59682,Mechanical complication of cystostomy,Mech comp of cystostomy,
+59683,Other complication of cystostomy,Other comp of cystostomy,
+59689,Other specified disorders of bladder,Disorders of bladder NEC,
+5969,Unspecified disorder of bladder,Bladder disorder NOS,
+5970,Urethral abscess,Urethral abscess,
+59780,"Urethritis, unspecified",Urethritis NOS,
+59781,Urethral syndrome NOS,Urethral syndrome NOS,
+59789,Other urethritis,Urethritis NEC,
+59800,Urethral stricture due to unspecified infection,Urethr strict:infect NOS,
+59801,Urethral stricture due to infective diseases classified elsewhere,Ureth strict:oth infect,
+5981,Traumatic urethral stricture,Traum urethral stricture,
+5982,Postoperative urethral stricture,Postop urethral strictur,
+5988,Other specified causes of urethral stricture,Urethral stricture NEC,
+5989,"Urethral stricture, unspecified",Urethral stricture NOS,
+5990,"Urinary tract infection, site not specified",Urin tract infection NOS,
+5991,Urethral fistula,Urethral fistula,
+5992,Urethral diverticulum,Urethral diverticulum,
+5993,Urethral caruncle,Urethral caruncle,
+5994,Urethral false passage,Urethral false passage,
+5995,Prolapsed urethral mucosa,Prolapse urethral mucosa,
+59960,"Urinary obstruction, unspecified",Urinary obstruction NOS,
+59969,"Urinary obstruction, not elsewhere classified",Urinary obstruction NEC,
+59970,"Hematuria, unspecified",Hematuria NOS,
+59971,Gross hematuria,Gross hematuria,
+59972,Microscopic hematuria,Microscopic hematuria,
+59981,Urethral hypermobility,Urethral hypermobility,
+59982,Intrinsic (urethral) sphincter deficiency [ISD],Intrinsc sphnctr dficncy,
+59983,Urethral instability,Urethral instability,
+59984,Other specified disorders of urethra,Oth spcf dsdr urethra,
+59989,Other specified disorders of urinary tract,Oth spcf dsdr urnry trct,
+5999,Unspecified disorder of urethra and urinary tract,Urinary tract dis NOS,
+60000,Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS),BPH w/o urinary obs/LUTS,
+60001,Hypertrophy (benign) of prostate with urinary obstruction and other lower urinary tract symptoms (LUTS),BPH w urinary obs/LUTS,
+60010,Nodular prostate without urinary obstruction,Nod prostate w/o ur obst,
+60011,Nodular prostate with urinary obstruction,Nod prostate w ur obst,
+60020,Benign localized hyperplasia of prostate without urinary obstruction and other lower urinary tract symptoms (LUTS),BPH loc w/o ur obs/LUTS,
+60021,Benign localized hyperplasia of prostate with urinary obstruction and other lower urinary tract symptoms (LUTS),BPH loc w urin obs/LUTS,
+6003,Cyst of prostate,Cyst of prostate,
+60090,"Hyperplasia of prostate, unspecified, without urinary obstruction and other lower urinary symptoms (LUTS)",BPH NOS w/o ur obs/LUTS,
+60091,"Hyperplasia of prostate, unspecified, with urinary obstruction and other lower urinary symptoms (LUTS)",BPH NOS w ur obs/LUTS,
+6010,Acute prostatitis,Acute prostatitis,
+6011,Chronic prostatitis,Chronic prostatitis,
+6012,Abscess of prostate,Abscess of prostate,
+6013,Prostatocystitis,Prostatocystitis,
+6014,Prostatitis in diseases classified elsewhere,Prostatitis in oth dis,
+6018,Other specified inflammatory diseases of prostate,Prostatic inflam dis NEC,
+6019,"Prostatitis, unspecified",Prostatitis NOS,
+6020,Calculus of prostate,Calculus of prostate,
+6021,Congestion or hemorrhage of prostate,Prostatic congest/hemorr,
+6022,Atrophy of prostate,Atrophy of prostate,
+6023,Dysplasia of prostate,Dysplasia of prostate,
+6028,Other specified disorders of prostate,Prostatic disorders NEC,
+6029,Unspecified disorder of prostate,Prostatic disorder NOS,
+6030,Encysted hydrocele,Encysted hydrocele,
+6031,Infected hydrocele,Infected hydrocele,
+6038,Other specified types of hydrocele,Hydrocele NEC,
+6039,"Hydrocele, unspecified",Hydrocele NOS,
+6040,"Orchitis, epididymitis, and epididymo-orchitis, with abscess",Orchitis with abscess,
+60490,"Orchitis and epididymitis, unspecified",Orchitis/epididymit NOS,
+60491,Orchitis and epididymitis in diseases classified elsewhere,Orchitis in oth disease,
+60499,"Other orchitis, epididymitis, and epididymo-orchitis, without mention of abscess",Orchitis/epididymit NEC,
+605,Redundant prepuce and phimosis,Redun prepuce & phimosis,
+6060,Azoospermia,Azoospermia,
+6061,Oligospermia,Oligospermia,
+6068,Infertility due to extratesticular causes,Male infertility NEC,
+6069,"Male infertility, unspecified",Male infertility NOS,
+6070,Leukoplakia of penis,Leukoplakia of penis,
+6071,Balanoposthitis,Balanoposthitis,
+6072,Other inflammatory disorders of penis,"Inflam dis, penis NEC",
+6073,Priapism,Priapism,
+60781,Balanitis xerotica obliterans,Balanitis xerotica oblit,
+60782,Vascular disorders of penis,"Vascular disorder, penis",
+60783,Edema of penis,Edema of penis,
+60784,Impotence of organic origin,"Impotence, organic orign",
+60785,Peyronie's disease,Peyronie's disease,
+60789,Other specified disorders of penis,Disorder of penis NEC,
+6079,Unspecified disorder of penis,Disorder of penis NOS,
+6080,Seminal vesiculitis,Seminal vesiculitis,
+6081,Spermatocele,Spermatocele,
+60820,"Torsion of testis, unspecified",Torsion of testis NOS,
+60821,Extravaginal torsion of spermatic cord,Extravag tors sperm cord,
+60822,Intravaginal torsion of spermatic cord,Intravag tors sperm cord,
+60823,Torsion of appendix testis,Torsion appendix testis,
+60824,Torsion of appendix epididymis,Torsion appy epididymis,
+6083,Atrophy of testis,Atrophy of testis,
+6084,Other inflammatory disorders of male genital organs,Male gen inflam dis NEC,
+60881,Disorders of male genital organs in diseases classified elsewhere,Male gen dis in oth dis,
+60882,Hematospermia,Hematospermia,
+60883,Vascular disorders of male genital organs,Male gen vascul dis NEC,
+60884,Chylocele of tunica vaginalis,"Chylocele, tunic vaginal",
+60885,Stricture of male genital organs,"Stricture, male gen orgn",
+60886,Edema of male genital organs,"Edema, male genital orgn",
+60887,Retrograde ejaculation,Retrograde ejaculation,
+60889,Other specified disorders of male genital organs,Male genital dis NEC,
+6089,Unspecified disorder of male genital organs,Male genital dis NOS,
+6100,Solitary cyst of breast,Solitary cyst of breast,
+6101,Diffuse cystic mastopathy,Diffus cystic mastopathy,
+6102,Fibroadenosis of breast,Fibroadenosis of breast,
+6103,Fibrosclerosis of breast,Fibrosclerosis of breast,
+6104,Mammary duct ectasia,Mammary duct ectasia,
+6108,Other specified benign mammary dysplasias,Benign mamm dysplas NEC,
+6109,"Benign mammary dysplasia, unspecified",Benign mamm dysplas NOS,
+6110,Inflammatory disease of breast,Inflam disease of breast,
+6111,Hypertrophy of breast,Hypertrophy of breast,
+6112,Fissure of nipple,Fissure of nipple,
+6113,Fat necrosis of breast,Fat necrosis of breast,
+6114,Atrophy of breast,Atrophy of breast,
+6115,Galactocele,Galactocele,
+6116,Galactorrhea not associated with childbirth,Galactorrhea-nonobstet,
+61171,Mastodynia,Mastodynia,
+61172,Lump or mass in breast,Lump or mass in breast,
+61179,Other signs and symptoms in breast,Symptoms in breast NEC,
+61181,Ptosis of breast,Ptosis of breast,
+61182,Hypoplasia of breast,Hypoplasia of breast,
+61183,Capsular contracture of breast implant,Capslr contrctr brst imp,
+61189,Other specified disorders of breast,Disorders breast NEC,
+6119,Unspecified breast disorder,Breast disorder NOS,
+6120,Deformity of reconstructed breast,Deformity reconst breast,
+6121,Disproportion of reconstructed breast,Disproportn reconst brst,
+6140,Acute salpingitis and oophoritis,Ac salpingo-oophoritis,
+6141,Chronic salpingitis and oophoritis,Chr salpingo-oophoritis,
+6142,"Salpingitis and oophoritis not specified as acute, subacute, or chronic",Salpingo-oophoritis NOS,
+6143,Acute parametritis and pelvic cellulitis,Acute parametritis,
+6144,Chronic or unspecified parametritis and pelvic cellulitis,Chronic parametritis,
+6145,"Acute or unspecified pelvic peritonitis, female",Ac pelv peritonitis-fem,
+6146,"Pelvic peritoneal adhesions, female (postoperative) (postinfection)",Fem pelvic periton adhes,
+6147,"Other chronic pelvic peritonitis, female",Chr pelv periton NEC-fem,
+6148,Other specified inflammatory disease of female pelvic organs and tissues,Fem pelv inflam dis NEC,
+6149,Unspecified inflammatory disease of female pelvic organs and tissues,Fem pelv inflam dis NOS,
+6150,"Acute inflammatory diseases of uterus, except cervix",Ac uterine inflammation,
+6151,"Chronic inflammatory diseases of uterus, except cervix",Chr uterine inflammation,
+6159,Unspecified inflammatory disease of uterus,Uterine inflam dis NOS,
+6160,Cervicitis and endocervicitis,Cervicitis,
+61610,"Vaginitis and vulvovaginitis, unspecified",Vaginitis NOS,
+61611,Vaginitis and vulvovaginitis in diseases classified elsewhere,Vaginitis in oth disease,
+6162,Cyst of Bartholin's gland,Bartholin's gland cyst,
+6163,Abscess of Bartholin's gland,Bartholin's glnd abscess,
+6164,Other abscess of vulva,Abscess of vulva NEC,
+61650,"Ulceration of vulva, unspecified",Ulceration of vulva NOS,
+61651,Ulceration of vulva in diseases classified elsewhere,Vulvar ulcer in oth dis,
+61681,"Mucositis (ulcerative) of cervix, vagina, and vulva","Mucositis cerv,vag,vulva",
+61689,"Other inflammatory disease of cervix, vagina and vulva","Inflm cerv,vag,vulva NEC",
+6169,"Unspecified inflammatory disease of cervix, vagina, and vulva",Female gen inflam NOS,
+6170,Endometriosis of uterus,Uterine endometriosis,
+6171,Endometriosis of ovary,Ovarian endometriosis,
+6172,Endometriosis of fallopian tube,Tubal endometriosis,
+6173,Endometriosis of pelvic peritoneum,Pelv perit endometriosis,
+6174,Endometriosis of rectovaginal septum and vagina,Vaginal endometriosis,
+6175,Endometriosis of intestine,Intestinal endometriosis,
+6176,Endometriosis in scar of skin,Endometriosis in scar,
+6178,Endometriosis of other specified sites,Endometriosis NEC,
+6179,"Endometriosis, site unspecified",Endometriosis NOS,
+61800,Unspecified prolapse of vaginal walls,Vaginal wall prolpse NOS,
+61801,"Cystocele, midline","Cystocele, midline",
+61802,"Cystocele, lateral","Cystocele, lateral",
+61803,Urethrocele,Urethrocele,
+61804,Rectocele,Rectocele,
+61805,Perineocele,Perineocele,
+61809,Other prolapse of vaginal walls without mention of uterine prolapse,Cystourethrocele,
+6181,Uterine prolapse without mention of vaginal wall prolapse,Uterine prolapse,
+6182,"Uterovaginal prolapse, incomplete",Uterovag prolaps-incompl,
+6183,"Uterovaginal prolapse, complete",Uterovag prolaps-complet,
+6184,"Uterovaginal prolapse, unspecified",Utervaginal prolapse NOS,
+6185,Prolapse of vaginal vault after hysterectomy,Postop vaginal prolapse,
+6186,"Vaginal enterocele, congenital or acquired",Vaginal enterocele,
+6187,Old laceration of muscles of pelvic floor,Old lacer pelvic muscle,
+61881,Incompetence or weakening of pubocervical tissue,Incomptnce pubocerv tiss,
+61882,Incompetence or weakening of rectovaginal tissue,Incomptnce rectovag tiss,
+61883,Pelvic muscle wasting,Pelvic muscle wasting,
+61884,Cervical stump prolapse,Cervical stump prolapse,
+61889,Other specified genital prolapse,Genital prolapse NEC,
+6189,Unspecified genital prolapse,Genital prolapse NOS,
+6190,"Urinary-genital tract fistula, female","Urin-genital fistul, fem",
+6191,"Digestive-genital tract fistula, female","Digest-genit fistul, fem",
+6192,"Genital tract-skin fistula, female","Genital-skin fistul, fem",
+6198,Other specified fistulas involving female genital tract,Fem genital fistula NEC,
+6199,Unspecified fistula involving female genital tract,Fem genital fistula NOS,
+6200,Follicular cyst of ovary,Follicular cyst of ovary,
+6201,Corpus luteum cyst or hematoma,Corpus luteum cyst,
+6202,Other and unspecified ovarian cyst,Ovarian cyst NEC/NOS,
+6203,Acquired atrophy of ovary and fallopian tube,Acq atrophy ovary & tube,
+6204,Prolapse or hernia of ovary and fallopian tube,Prolapse of ovary & tube,
+6205,"Torsion of ovary, ovarian pedicle, or fallopian tube",Torsion of ovary or tube,
+6206,Broad ligament laceration syndrome,Broad ligament lacer syn,
+6207,Hematoma of broad ligament,Broad ligament hematoma,
+6208,"Other noninflammatory disorders of ovary, fallopian tube, and broad ligament",Noninfl dis ova/adnx NEC,
+6209,"Unspecified noninflammatory disorder of ovary, fallopian tube, and broad ligament",Noninfl dis ova/adnx NOS,
+6210,Polyp of corpus uteri,Polyp of corpus uteri,
+6211,Chronic subinvolution of uterus,Chr uterine subinvolutn,
+6212,Hypertrophy of uterus,Hypertrophy of uterus,
+62130,"Endometrial hyperplasia, unspecified",Endometrial hyperpla NOS,
+62131,Simple endometrial hyperplasia without atypia,Simp endo hyper w/o atyp,
+62132,Complex endometrial hyperplasia without atypia,Comp endo hyper w/o atyp,
+62133,Endometrial hyperplasia with atypia,Endomet hyperpla w atyp,
+62134,Benign endometrial hyperplasia,Ben endomet hyperplasia,
+62135,Endometrial intraepithelial neoplasia [EIN],Endomet intraepithl neop,
+6214,Hematometra,Hematometra,
+6215,Intrauterine synechiae,Intrauterine synechiae,
+6216,Malposition of uterus,Malposition of uterus,
+6217,Chronic inversion of uterus,Chr inversion of uterus,
+6218,"Other specified disorders of uterus, not elsewhere classified",Disorders of uterus NEC,
+6219,Unspecified disorder of uterus,Disorder of uterus NOS,
+6220,Erosion and ectropion of cervix,Erosion/ectropion cervix,
+62210,"Dysplasia of cervix, unspecified",Dysplasia of cervix NOS,
+62211,Mild dysplasia of cervix,Mild dysplasia of cervix,
+62212,Moderate dysplasia of cervix,Mod dysplasia of cervix,
+6222,Leukoplakia of cervix (uteri),Leukoplakia of cervix,
+6223,Old laceration of cervix,Old laceration of cervix,
+6224,Stricture and stenosis of cervix,Stricture of cervix,
+6225,Incompetence of cervix,Incompetence of cervix,
+6226,Hypertrophic elongation of cervix,Hypertrophic elong cervx,
+6227,Mucous polyp of cervix,Mucous polyp of cervix,
+6228,Other specified noninflammatory disorders of cervix,Noninflam dis cervix NEC,
+6229,Unspecified noninflammatory disorder of cervix,Noninflam dis cervix NOS,
+6230,Dysplasia of vagina,Dysplasia of vagina,
+6231,Leukoplakia of vagina,Leukoplakia of vagina,
+6232,Stricture or atresia of vagina,Stricture of vagina,
+6233,Tight hymenal ring,Tight hymenal ring,
+6234,Old vaginal laceration,Old vaginal laceration,
+6235,"Leukorrhea, not specified as infective",Noninfect vag leukorrhea,
+6236,Vaginal hematoma,Vaginal hematoma,
+6237,Polyp of vagina,Polyp of vagina,
+6238,Other specified noninflammatory disorders of vagina,Noninflam dis vagina NEC,
+6239,Unspecified noninflammatory disorder of vagina,Noninflam dis vagina NOS,
+62401,Vulvar intraepithelial neoplasia I [VIN I],Vulvar intraeph neopl I,
+62402,Vulvar intraepithelial neoplasia II [VIN II],Vulvr intraepth neopl II,
+62409,Other dystrophy of vulva,Dystrophy of vulva NEC,
+6241,Atrophy of vulva,Atrophy of vulva,
+6242,Hypertrophy of clitoris,Hypertrophy of clitoris,
+6243,Hypertrophy of labia,Hypertrophy of labia,
+6244,Old laceration or scarring of vulva,Old laceration of vulva,
+6245,Hematoma of vulva,Hematoma of vulva,
+6246,Polyp of labia and vulva,Polyp of labia and vulva,
+6248,Other specified noninflammatory disorders of vulva and perineum,Noninflam dis vulva NEC,
+6249,Unspecified noninflammatory disorder of vulva and perineum,Noninflam dis vulva NOS,
+6250,Dyspareunia,Dyspareunia,
+6251,Vaginismus,Vaginismus,
+6252,Mittelschmerz,Mittelschmerz,
+6253,Dysmenorrhea,Dysmenorrhea,
+6254,Premenstrual tension syndromes,Premenstrual tension,
+6255,Pelvic congestion syndrome,Pelvic congestion synd,
+6256,"Stress incontinence, female",Fem stress incontinence,
+62570,"Vulvodynia, unspecified",Vulvodynia NOS,
+62571,Vulvar vestibulitis,Vulvar vestibulitis,
+62579,Other vulvodynia,Other vulvodynia,
+6258,Other specified symptoms associated with female genital organs,Fem genital symptoms NEC,
+6259,Unspecified symptom associated with female genital organs,Fem genital symptoms NOS,
+6260,Absence of menstruation,Absence of menstruation,
+6261,Scanty or infrequent menstruation,Scanty menstruation,
+6262,Excessive or frequent menstruation,Excessive menstruation,
+6263,Puberty bleeding,Pubertal menorrhagia,
+6264,Irregular menstrual cycle,Irregular menstruation,
+6265,Ovulation bleeding,Ovulation bleeding,
+6266,Metrorrhagia,Metrorrhagia,
+6267,Postcoital bleeding,Postcoital bleeding,
+6268,Other disorders of menstruation and other abnormal bleeding from female genital tract,Menstrual disorder NEC,
+6269,Unspecified disorders of menstruation and other abnormal bleeding from female genital tract,Menstrual disorder NOS,
+6270,Premenopausal menorrhagia,Premenopause menorrhagia,
+6271,Postmenopausal bleeding,Postmenopausal bleeding,
+6272,Symptomatic menopausal or female climacteric states,Sympt fem climact state,
+6273,Postmenopausal atrophic vaginitis,Atrophic vaginitis,
+6274,Symptomatic states associated with artificial menopause,Sympt state w artif meno,
+6278,Other specified menopausal and postmenopausal disorders,Menopausal disorder NEC,
+6279,Unspecified menopausal and postmenopausal disorder,Menopausal disorder NOS,
+6280,"Infertility, female, associated with anovulation",Infertility-anovulation,
+6281,"Infertility, female, of pituitary-hypothalamic origin",Infertil-pituitary orig,
+6282,"Infertility, female, of tubal origin",Infertility-tubal origin,
+6283,"Infertility, female, of uterine origin",Infertility-uterine orig,
+6284,"Infertility, female, of cervical or vaginal origin",Infertil-cervical orig,
+6288,"Infertility, female, of other specified origin",Female infertility NEC,
+6289,"Infertility, female, of unspecified origin",Female infertility NOS,
+6290,"Hematocele, female, not elsewhere classified","Hematocele, female NEC",
+6291,"Hydrocele, canal of nuck",Hydrocele canal nuck-fem,
+62920,"Female genital mutilation status, unspecified",Genital mutilation NOS,
+62921,Female genital mutilation Type I status,Genital mutilatn type I,
+62922,Female genital mutilation Type II status,Genital mutilatn type II,
+62923,Female genital mutilation Type III status,Genital muilatn type III,
+62929,Other female genital mutilation status,Fem genital mutilate NEC,
+62931,Erosion of implanted vaginal mesh and other prosthetic materials to surrounding organ or tissue,Eros imp vag mesh in tis,
+62932,Exposure of implanted vaginal mesh and other prosthetic materials into vagina,Exp imp vag mesh-vagina,
+62981,Recurrent pregnancy loss without current pregnancy,Rec preg loss wo cur prg,
+62989,Other specified disorders of female genital organs,Female genital disor NEC,
+6299,Unspecified disorder of female genital organs,Female genital dis NOS,
+630,Hydatidiform mole,Hydatidiform mole,
+6310,Inappropriate change in quantitative human chorionic gonadotropin (hCG) in early pregnancy,Inapp chg hCG early preg,
+6318,Other abnormal products of conception,Oth abn prod conception,
+632,Missed abortion,Missed abortion,
+63300,Abdominal pregnancy without intrauterine pregnancy,Abd preg w/o intrau preg,
+63301,Abdominal pregnancy with intrauterine pregnancy,Abd preg w intraut preg,
+63310,Tubal pregnancy without intrauterine pregnancy,Tubal preg w/o intra prg,
+63311,Tubal pregnancy with intrauterine pregnancy,Tubal preg w intra preg,
+63320,Ovarian pregnancy without intrauterine pregnancy,Ovarn preg w/o intra prg,
+63321,Ovarian pregnancy with intrauterine pregnancy,Ovarian preg w intra prg,
+63380,Other ectopic pregnancy without intrauterine pregnancy,Ect preg NEC w/o int prg,
+63381,Other ectopic pregnancy with intrauterine pregnancy,Ectpc prg NEC w int preg,
+63390,Unspecified ectopic pregnancy without intrauterine pregnancy,Ect preg NOS w/o int prg,
+63391,Unspecified ectopic pregnancy with intrauterine pregnancy,Ectp preg NOS w int preg,
+63400,"Spontaneous abortion, complicated by genital tract and pelvic infection, unspecified",Spon abor w pel inf-unsp,
+63401,"Spontaneous abortion, complicated by genital tract and pelvic infection, incomplete",Spon abor w pelv inf-inc,
+63402,"Spontaneous abortion, complicated by genital tract and pelvic infection, complete",Spon abor w pel inf-comp,
+63410,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, unspecified",Spon abort w hemorr-unsp,
+63411,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, incomplete",Spon abort w hemorr-inc,
+63412,"Spontaneous abortion, complicated by delayed or excessive hemorrhage, complete",Spon abort w hemorr-comp,
+63420,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, unspecified",Spon ab w pel damag-unsp,
+63421,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, incomplete",Spon ab w pelv damag-inc,
+63422,"Spontaneous abortion, complicated by damage to pelvic organs or tissues, complete",Spon ab w pel damag-comp,
+63430,"Spontaneous abortion, complicated by renal failure, unspecified",Spon ab w ren fail-unsp,
+63431,"Spontaneous abortion, complicated by renal failure, incomplete",Spon ab w ren fail-inc,
+63432,"Spontaneous abortion, complicated by renal failure, complete",Spon ab w ren fail-comp,
+63440,"Spontaneous abortion, complicated by metabolic disorder, unspecified",Spon ab w metab dis-unsp,
+63441,"Spontaneous abortion, complicated by metabolic disorder, incomplete",Spon ab w metab dis-inc,
+63442,"Spontaneous abortion, complicated by metabolic disorder, complete",Spon ab w metab dis-comp,
+63450,"Spontaneous abortion, complicated by shock, unspecified",Spon abort w shock-unsp,
+63451,"Spontaneous abortion, complicated by shock, incomplete",Spon abort w shock-inc,
+63452,"Spontaneous abortion, complicated by shock, complete",Spon abort w shock-comp,
+63460,"Spontaneous abortion, complicated by embolism, unspecified",Spon abort w embol-unsp,
+63461,"Spontaneous abortion, complicated by embolism, incomplete",Spon abort w embol-inc,
+63462,"Spontaneous abortion, complicated by embolism, complete",Spon abort w embol-comp,
+63470,"Spontaneous abortion, with other specified complications, unspecified",Spon ab w compl NEC-unsp,
+63471,"Spontaneous abortion, with other specified complications, incomplete",Spon ab w compl NEC-inc,
+63472,"Spontaneous abortion, with other specified complications, complete",Spon ab w compl NEC-comp,
+63480,"Spontaneous abortion, with unspecified complication, unspecified",Spon ab w compl NOS-unsp,
+63481,"Spontaneous abortion, with unspecified complication, incomplete",Spon ab w compl NOS-inc,
+63482,"Spontaneous abortion, with unspecified complication, complete",Spon ab w compl NOS-comp,
+63490,"Spontaneous abortion, without mention of complication, unspecified",Spon abort uncompl-unsp,
+63491,"Spontaneous abortion, without mention of complication, incomplete",Spon abort uncompl-inc,
+63492,"Spontaneous abortion, without mention of complication, complete",Spon abort uncompl-comp,
+63500,"Legally induced abortion, complicated by genital tract and pelvic infection, unspecified",Leg abor w pelv inf-unsp,
+63501,"Legally induced abortion, complicated by genital tract and pelvic infection, incomplete",Leg abor w pelv inf-inc,
+63502,"Legally induced abortion, complicated by genital tract and pelvic infection, complete",Leg abor w pelv inf-comp,
+63510,"Legally induced abortion, complicated by delayed or excessive hemorrhage, unspecified",Legal abor w hemorr-unsp,
+63511,"Legally induced abortion, complicated by delayed or excessive hemorrhage, incomplete",Legal abort w hemorr-inc,
+63512,"Legally induced abortion, complicated by delayed or excessive hemorrhage, complete",Legal abor w hemorr-comp,
+63520,"Legally induced abortion, complicated by damage to pelvic organs or tissues, unspecified",Leg ab w pelv damag-unsp,
+63521,"Legally induced abortion, complicated by damage to pelvic organs or tissues, incomplete",Leg ab w pelv damag-inc,
+63522,"Legally induced abortion, complicated by damage to pelvic organs or tissues, complete",Leg ab w pelv damag-comp,
+63530,"Legally induced abortion, complicated by renal failure,unspecified",Leg abor w ren fail-unsp,
+63531,"Legally induced abortion, complicated by renal failure, incomplete",Leg abor w ren fail-inc,
+63532,"Legally induced abortion, complicated by renal failure, complete",Leg abor w ren fail-comp,
+63540,"Legally induced abortion, complicated by metabolic disorder, unspecified",Leg ab w metab dis-unsp,
+63541,"Legally induced abortion, complicated by metabolic disorder, incomplete",Leg ab w metab dis-inc,
+63542,"Legally induced abortion, complicated by metabolic disorder, complete",Leg ab w metab dis-comp,
+63550,"Legally induced abortion, complicated by shock, unspecified",Legal abort w shock-unsp,
+63551,"Legally induced abortion, complicated by shock, incomplete",Legal abort w shock-inc,
+63552,"Legally induced abortion, complicated by shock, complete",Legal abort w shock-comp,
+63560,"Legally induced abortion, complicated by embolism, unspecified",Legal abort w embol-unsp,
+63561,"Legally induced abortion, complicated by embolism, incomplete",Legal abort w embol-inc,
+63562,"Legally induced abortion, complicated by embolism, complete",Legal abort w embol-comp,
+63570,"Legally induced abortion, with other specified complications, unspecified",Leg ab w compl NEC-unsp,
+63571,"Legally induced abortion, with other specified complications, incomplete",Leg ab w compl NEC-inc,
+63572,"Legally induced abortion, with other specified complications, complete",Leg ab w compl NEC-comp,
+63580,"Legally induced abortion, with unspecified complication, unspecified",Leg ab w compl NOS-unsp,
+63581,"Legally induced abortion, with unspecified complication, incomplete",Leg ab w compl NOS-inc,
+63582,"Legally induced abortion, with unspecified complication, complete",Leg ab w compl NOS-comp,
+63590,"Legally induced abortion, without mention of complication, unspecified",Legal abort uncompl-unsp,
+63591,"Legally induced abortion, without mention of complication, incomplete",Legal abort uncompl-inc,
+63592,"Legally induced abortion, without mention of complication, complete",Legal abort uncompl-comp,
+63600,"Illegally induced abortion, complicated by genital tract and pelvic infection, unspecified",Illeg ab w pelv inf-unsp,
+63601,"Illegally induced abortion, complicated by genital tract and pelvic infection, incomplete",Illeg ab w pelv inf-inc,
+63602,"Illegally induced abortion, complicated by genital tract and pelvic infection, complete",Illeg ab w pelv inf-comp,
+63610,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, unspecified",Illeg ab w hemorr-unspec,
+63611,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, incomplete",Illeg ab w hemorr-inc,
+63612,"Illegally induced abortion, complicated by delayed or excessive hemorrhage, complete",Illeg ab w hemorr-comp,
+63620,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, unspecified",Illeg ab w pel damg-unsp,
+63621,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, incomplete",Illeg ab w pel damag-inc,
+63622,"Illegally induced abortion, complicated by damage to pelvic organs or tissues, complete",Illeg ab w pel damg-comp,
+63630,"Illegally induced abortion, complicated by renal failure, unspecified",Illeg ab w ren fail-unsp,
+63631,"Illegally induced abortion, complicated by renal failure, incomplete",Illeg ab w ren fail-inc,
+63632,"Illegally induced abortion, complicated by renal failure, complete",Illeg ab w ren fail-comp,
+63640,"Illegally induced abortion, complicated by metabolic disorder, unspecified",Illeg ab w met dis-unsp,
+63641,"Illegally induced abortion, complicated by metabolic disorder, incomplete",Illeg ab w metab dis-inc,
+63642,"Illegally induced abortion, complicated by metabolic disorder, complete",Illeg ab w met dis-comp,
+63650,"Illegally induced abortion, complicated by shock, unspecified",Illeg abort w shock-unsp,
+63651,"Illegally induced abortion, complicated by shock, incomplete",Illeg abort w shock-inc,
+63652,"Illegally induced abortion, complicated by shock, complete",Illeg abort w shock-comp,
+63660,"Illegally induced abortion, complicated by embolism, unspecified",Illeg ab w embolism-unsp,
+63661,"Illegally induced abortion, complicated by embolism, incomplete",Illeg ab w embolism-inc,
+63662,"Illegally induced abortion, complicated by embolism, complete",Illeg ab w embolism-comp,
+63670,"Illegally induced abortion, with other specified complications, unspecified",Illg ab w compl NEC-unsp,
+63671,"Illegally induced abortion, with other specified complications, incomplete",Illeg ab w compl NEC-inc,
+63672,"Illegally induced abortion, with other specified complications, complete",Illg ab w compl NEC-comp,
+63680,"Illegally induced abortion, with unspecified complication, unspecified",Illg ab w compl NOS-unsp,
+63681,"Illegally induced abortion, with unspecified complication, incomplete",Illeg ab w compl NOS-inc,
+63682,"Illegally induced abortion, with unspecified complication, complete",Illg ab w compl NOS-comp,
+63690,"Illegally induced abortion, without mention of complication, unspecified",Illeg abort uncompl-unsp,
+63691,"Illegally induced abortion, without mention of complication, incomplete",Illeg abort uncompl-inc,
+63692,"Illegally induced abortion, without mention of complication, complete",Illeg abort uncompl-comp,
+63700,"Unspecified abortion, complicated by genital tract and pelvic infection, unspecified",Abort NOS w pel inf-unsp,
+63701,"Unspecified abortion, complicated by genital tract and pelvic infection, incomplete",Abort NOS w pel inf-inc,
+63702,"Unspecified abortion, complicated by genital tract and pelvic infection, complete",Abort NOS w pel inf-comp,
+63710,"Unspecified abortion, complicated by delayed or excessive hemorrhage, unspecified",Abort NOS w hemorr-unsp,
+63711,"Unspecified abortion, complicated by delayed or excessive hemorrhage, incomplete",Abort NOS w hemorr-inc,
+63712,"Unspecified abortion, complicated by delayed or excessive hemorrhage, complete",Abort NOS w hemorr-comp,
+63720,"Unspecified abortion, complicated by damage to pelvic organs or tissues, unspecified",Ab NOS w pelv damag-unsp,
+63721,"Unspecified abortion, complicated by damage to pelvic organs or tissues, incomplete",Ab NOS w pelv damag-inc,
+63722,"Unspecified abortion, complicated by damage to pelvic organs or tissues, complete",Ab NOS w pelv damag-comp,
+63730,"Unspecified abortion, complicated by renal failure, unspecified",Ab NOS w renal fail-unsp,
+63731,"Unspecified abortion, complicated by renal failure, incomplete",Ab NOS w renal fail-inc,
+63732,"Unspecified abortion, complicated by renal failure, complete",Ab NOS w renal fail-comp,
+63740,"Unspecified abortion, complicated by metabolic disorder, unspecified",Ab NOS w metab dis-unsp,
+63741,"Unspecified abortion, complicated by metabolic disorder, incomplete",Ab NOS w metab dis-inc,
+63742,"Unspecified abortion, complicated by metabolic disorder, complete",Ab NOS w metab dis-comp,
+63750,"Unspecified abortion, complicated by shock, unspecified",Abort NOS w shock-unsp,
+63751,"Unspecified abortion, complicated by shock, incomplete",Abort NOS w shock-inc,
+63752,"Unspecified abortion, complicated by shock, complete",Abort NOS w shock-comp,
+63760,"Unspecified abortion, complicated by embolism, unspecified",Ab NOS w embolism-unsp,
+63761,"Unspecified abortion, complicated by embolism, incomplete",Ab NOS w embolism-inc,
+63762,"Unspecified abortion, complicated by embolism, complete",Ab NOS w embolism-comp,
+63770,"Unspecified abortion, with other specified complications, unspecified",Ab NOS w compl NEC-unsp,
+63771,"Unspecified abortion, with other specified complications, incomplete",Ab NOS w compl NEC-inc,
+63772,"Unspecified abortion, with other specified complications, complete",Ab NOS w compl NEC-comp,
+63780,"Unspecified abortion, with unspecified complication, unspecified",Ab NOS w compl NOS-unsp,
+63781,"Unspecified abortion, with unspecified complication, incomplete",Ab NOS w compl NOS-inc,
+63782,"Unspecified abortion, with unspecified complication, complete",Ab NOS w compl NOS-comp,
+63790,"Unspecified abortion, without mention of complication, unspecified",Ab NOS uncomplicat-unsp,
+63791,"Unspecified abortion, without mention of complication, incomplete",Ab NOS uncomplicat-inc,
+63792,"Unspecified abortion, without mention of complication, complete",Ab NOS uncomplicat-comp,
+6380,Failed attempted abortion complicated by genital tract and pelvic infection,Attem abort w pelvic inf,
+6381,Failed attempted abortion complicated by delayed or excessive hemorrhage,Attem abort w hemorrhage,
+6382,Failed attempted abortion complicated by damage to pelvic organs or tissues,Attem abort w pelv damag,
+6383,Failed attempted abortion complicated by renal failure,Attem abort w renal fail,
+6384,Failed attempted abortion complicated by metabolic disorder,Attem abor w metabol dis,
+6385,Failed attempted abortion complicated by shock,Attem abortion w shock,
+6386,Failed attempted abortion complicated by embolism,Attemp abort w embolism,
+6387,Failed attempted abortion with other specified complications,Attemp abort w compl NEC,
+6388,Failed attempted abortion with unspecified complication,Attemp abort w compl NOS,
+6389,Failed attempted abortion without mention of complication,Attempted abort uncompl,
+6390,Genital tract and pelvic infection following abortion or ectopic and molar pregnancies,Postabortion gu infect,
+6391,Delayed or excessive hemorrhage following abortion or ectopic and molar pregnancies,Postabortion hemorrhage,
+6392,Damage to pelvic organs and tissues following abortion or ectopic and molar pregnancies,Postabort pelvic damage,
+6393,Kidney failure following abortion and ectopic and molar pregnancies,Postabort kidney failure,
+6394,Metabolic disorders following abortion or ectopic and molar pregnancies,Postabort metabolic dis,
+6395,Shock following abortion or ectopic and molar pregnancies,Postabortion shock,
+6396,Embolism following abortion or ectopic and molar pregnancies,Postabortion embolism,
+6398,Other specified complications following abortion or ectopic and molar pregnancy,Postabortion compl NEC,
+6399,Unspecified complication following abortion or ectopic and molar pregnancy,Postabortion compl NOS,
+64000,"Threatened abortion, unspecified as to episode of care or not applicable",Threatened abort-unspec,
+64001,"Threatened abortion, delivered, with or without mention of antepartum condition",Threatened abort-deliver,
+64003,"Threatened abortion, antepartum condition or complication",Threaten abort-antepart,
+64080,"Other specified hemorrhage in early pregnancy, unspecified as to episode of care or not applicable",Hem early preg NEC-unsp,
+64081,"Other specified hemorrhage in early pregnancy, delivered, with or without mention of antepartum condition",Hem early preg NEC-deliv,
+64083,"Other specified hemorrhage in early pregnancy, antepartum condition or complication",Hem early pg NEC-antepar,
+64090,"Unspecified hemorrhage in early pregnancy, unspecified as to episode of care or not applicable",Hemorr early preg-unspec,
+64091,"Unspecified hemorrhage in early pregnancy, delivered, with or without mention of antepartum condition",Hem early preg-delivered,
+64093,"Unspecified hemorrhage in early pregnancy, antepartum condition or complication",Hem early preg-antepart,
+64100,"Placenta previa without hemorrhage, unspecified as to episode of care or not applicable",Placenta previa-unspec,
+64101,"Placenta previa without hemorrhage, delivered, with or without mention of antepartum condition",Placenta previa-deliver,
+64103,"Placenta previa without hemorrhage, antepartum condition or complication",Placenta previa-antepart,
+64110,"Hemorrhage from placenta previa, unspecified as to episode of care or not applicable",Placenta prev hem-unspec,
+64111,"Hemorrhage from placenta previa, delivered, with or without mention of antepartum condition",Placenta prev hem-deliv,
+64113,"Hemorrhage from placenta previa, antepartum condition or complication",Placen prev hem-antepart,
+64120,"Premature separation of placenta, unspecified as to episode of care or not applicable",Prem separ placen-unspec,
+64121,"Premature separation of placenta, delivered, with or without mention of antepartum condition",Prem separ placen-deliv,
+64123,"Premature separation of placenta, antepartum condition or complication",Prem separ plac-antepart,
+64130,"Antepartum hemorrhage associated with coagulation defects, unspecified as to episode of care or not applicable",Coag def hemorr-unspec,
+64131,"Antepartum hemorrhage associated with coagulation defects, delivered, with or without mention of antepartum condition",Coag def hemorr-deliver,
+64133,"Antepartum hemorrhage associated with coagulation defects, antepartum condition or complication",Coag def hemorr-antepart,
+64180,"Other antepartum hemorrhage, unspecified as to episode of care or not applicable",Antepart hem NEC-unspec,
+64181,"Other antepartum hemorrhage, delivered, with or without mention of antepartum condition",Antepartum hem NEC-deliv,
+64183,"Other antepartum hemorrhage, antepartum condition or complication",Antepart hem NEC-antepar,
+64190,"Unspecified antepartum hemorrhage, unspecified as to episode of care or not applicable",Antepart hem NOS-unspec,
+64191,"Unspecified antepartum hemorrhage, delivered, with or without mention of antepartum condition",Antepartum hem NOS-deliv,
+64193,"Unspecified antepartum hemorrhage, antepartum condition or complication",Antepart hem NOS-antepar,
+64200,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Essen hyperten preg-unsp,
+64201,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Essen hyperten-delivered,
+64202,"Benign essential hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Essen hyperten-del w p/p,
+64203,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Essen hyperten-antepart,
+64204,"Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, postpartum condition or complication",Essen hyperten-postpart,
+64210,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Renal hyperten preg-unsp,
+64211,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Renal hyperten pg-deliv,
+64212,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Renal hyperten-del p/p,
+64213,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Renal hyperten-antepart,
+64214,"Hypertension secondary to renal disease, complicating pregnancy, childbirth, and the puerperium, postpartum condition or complication",Renal hyperten-postpart,
+64220,"Other pre-existing hypertension complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable",Old hyperten preg-unspec,
+64221,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with or without mention of antepartum condition",Old hyperten NEC-deliver,
+64222,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, delivered, with mention of postpartum complication",Old hyperten-deliv w p/p,
+64223,"Other pre-existing hypertension, complicating pregnancy, childbirth, and the puerperium, antepartum condition or complication",Old hyperten NEC-antepar,
+64224,"Other pre-existing hypertension,complicating pregnancy, childbirth, and the puerperium, , postpartum condition or complication",Old hyperten NEC-postpar,
+64230,"Transient hypertension of pregnancy, unspecified as to episode of care or not applicable",Trans hyperten preg-unsp,
+64231,"Transient hypertension of pregnancy, delivered , with or without mention of antepartum condition",Trans hyperten-delivered,
+64232,"Transient hypertension of pregnancy, delivered, with mention of postpartum complication",Trans hyperten-del w p/p,
+64233,"Transient hypertension of pregnancy, antepartum condition or complication",Trans hyperten-antepart,
+64234,"Transient hypertension of pregnancy, postpartum condition or complication",Trans hyperten-postpart,
+64240,"Mild or unspecified pre-eclampsia, unspecified as to episode of care or not applicable",Mild/NOS preeclamp-unsp,
+64241,"Mild or unspecified pre-eclampsia, delivered, with or without mention of antepartum condition",Mild/NOS preeclamp-deliv,
+64242,"Mild or unspecified pre-eclampsia, delivered, with mention of postpartum complication",Mild preeclamp-del w p/p,
+64243,"Mild or unspecified pre-eclampsia, antepartum condition or complication",Mild/NOS preeclamp-antep,
+64244,"Mild or unspecified pre-eclampsia, postpartum condition or complication",Mild/NOS preeclamp-p/p,
+64250,"Severe pre-eclampsia, unspecified as to episode of care or not applicable",Severe preeclamp-unspec,
+64251,"Severe pre-eclampsia, delivered, with or without mention of antepartum condition",Severe preeclamp-deliver,
+64252,"Severe pre-eclampsia, delivered, with mention of postpartum complication",Sev preeclamp-del w p/p,
+64253,"Severe pre-eclampsia, antepartum condition or complication",Sev preeclamp-antepartum,
+64254,"Severe pre-eclampsia, postpartum condition or complication",Sev preeclamp-postpartum,
+64260,"Eclampsia, unspecified as to episode of care or not applicable",Eclampsia-unspecified,
+64261,"Eclampsia, delivered, with or without mention of antepartum condition",Eclampsia-delivered,
+64262,"Eclampsia, delivered, with mention of postpartum complication",Eclampsia-deliv w p/p,
+64263,"Eclampsia, antepartum condition or complication",Eclampsia-antepartum,
+64264,"Eclampsia, postpartum condition or complication",Eclampsia-postpartum,
+64270,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, unspecified as to episode of care or not applicable",Tox w old hyperten-unsp,
+64271,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, delivered, with or without mention of antepartum condition",Tox w old hyperten-deliv,
+64272,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, delivered, with mention of postpartum complication",Tox w old hyp-del w p/p,
+64273,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, antepartum condition or complication",Tox w old hyper-antepart,
+64274,"Pre-eclampsia or eclampsia superimposed on pre-existing hypertension, postpartum condition or complication",Tox w old hyper-postpart,
+64290,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Hyperten preg NOS-unspec,
+64291,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Hypertens NOS-delivered,
+64292,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Hypertens NOS-del w p/p,
+64293,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Hypertens NOS-antepartum,
+64294,"Unspecified hypertension complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Hypertens NOS-postpartum,
+64300,"Mild hyperemesis gravidarum, unspecified as to episode of care or not applicable",Mild hyperem grav-unspec,
+64301,"Mild hyperemesis gravidarum, delivered, with or without mention of antepartum condition",Mild hyperem grav-deliv,
+64303,"Mild hyperemesis gravidarum, antepartum condition or complication",Mild hyperemesis-antepar,
+64310,"Hyperemesis gravidarum with metabolic disturbance, unspecified as to episode of care or not applicable",Hyperem w metab dis-unsp,
+64311,"Hyperemesis gravidarum with metabolic disturbance, delivered, with or without mention of antepartum condition",Hyperem w metab dis-del,
+64313,"Hyperemesis gravidarum with metabolic disturbance, antepartum condition or complication",Hyperem w metab-antepart,
+64320,"Late vomiting of pregnancy, unspecified as to episode of care or not applicable",Late vomit of preg-unsp,
+64321,"Late vomiting of pregnancy, delivered, with or without mention of antepartum condition",Late vomit of preg-deliv,
+64323,"Late vomiting of pregnancy, antepartum condition or complication",Late vomit preg-antepart,
+64380,"Other vomiting complicating pregnancy, unspecified as to episode of care or not applicable",Vomit compl preg-unspec,
+64381,"Other vomiting complicating pregnancy, delivered, with or without mention of antepartum condition",Vomit compl preg-deliver,
+64383,"Other vomiting complicating pregnancy, antepartum condition or complication",Vomit compl preg-antepar,
+64390,"Unspecified vomiting of pregnancy, unspecified as to episode of care or not applicable",Vomit of preg NOS-unspec,
+64391,"Unspecified vomiting of pregnancy, delivered, with or without mention of antepartum condition",Vomit of preg NOS-deliv,
+64393,"Unspecified vomiting of pregnancy, antepartum condition or complication",Vomit of pg NOS-antepart,
+64400,"Threatened premature labor, unspecified as to episode of care or not applicable",Threat prem labor-unspec,
+64403,"Threatened premature labor, antepartum condition or complication",Thrt prem labor-antepart,
+64410,"Other threatened labor, unspecified as to episode of care or not applicable",Threat labor NEC-unspec,
+64413,"Other threatened labor, antepartum condition or complication",Threat labor NEC-antepar,
+64420,"Early onset of delivery, unspecified as to episode of care or not applicable",Early onset deliv-unspec,
+64421,"Early onset of delivery, delivered, with or without mention of antepartum condition",Early onset delivery-del,
+64510,"Post term pregnancy, unspecified as to episode of care or not applicable",Post term preg-unsp,
+64511,"Post term pregnancy, delivered, with or without mention of antepartum condition",Post term preg-del,
+64513,"Post term pregnancy, antepartum condition or complication",Post term preg-antepar,
+64520,"Prolonged pregnancy, unspecified as to episode of care or not applicable",Prolonged preg-unsp,
+64521,"Prolonged pregnancy, delivered, with or without mention of antepartum condition",Prolonged preg-del,
+64523,"Prolonged pregnancy, antepartum condition or complication",Prolonged preg-antepar,
+64600,"Papyraceous fetus, unspecified as to episode of care or not applicable",Papyraceous fetus-unspec,
+64601,"Papyraceous fetus, delivered, with or without mention of antepartum condition",Papyraceous fetus-deliv,
+64603,"Papyraceous fetus, antepartum condition or complication",Papyraceous fet-antepar,
+64610,"Edema or excessive weight gain in pregnancy, without mention of hypertension, unspecified as to episode of care or not applicable",Edema in preg-unspec,
+64611,"Edema or excessive weight gain in pregnancy, without mention of hypertension, delivered, with or without mention of antepartum complication",Edema in preg-delivered,
+64612,"Edema or excessive weight gain in pregnancy, without mention of hypertension, delivered, with mention of postpartum complication",Edema in preg-del w p/p,
+64613,"Edema or excessive weight gain in pregnancy, without mention of hypertension, antepartum condition or complication",Edema in preg-antepartum,
+64614,"Edema or excessive weight gain in pregnancy, without mention of hypertension, postpartum condition or complication",Edema in preg-postpartum,
+64620,"Unspecified renal disease in pregnancy, without mention of hypertension, unspecified as to episode of care or not applicable",Renal dis preg NOS-unsp,
+64621,"Unspecified renal disease in pregnancy, without mention of hypertension, delivered, with or without mention of antepartum condition",Renal dis NOS-delivered,
+64622,"Unspecified renal disease in pregnancy, without mention of hypertension, delivered, with mention of postpartum complication",Renal dis NOS-del w p/p,
+64623,"Unspecified renal disease in pregnancy, without mention of hypertension, antepartum condition or complication",Renal dis NOS-antepartum,
+64624,"Unspecified renal disease in pregnancy, without mention of hypertension, postpartum condition or complication",Renal dis NOS-postpartum,
+64630,"Recurrent pregnancy loss, unspecified as to episode of care or not applicable",Recur preg loss-unspec,
+64631,"Recurrent pregnancy loss, delivered, with or without mention of antepartum condition",Recurnt preg loss-deliv,
+64633,"Recurrent pregnancy loss, antepartum condition or complication",Recurnt preg loss-antep,
+64640,"Peripheral neuritis in pregnancy, unspecified as to episode of care or not applicable",Neuritis of preg-unspec,
+64641,"Peripheral neuritis in pregnancy, delivered, with or without mention of antepartum condition",Neuritis-delivered,
+64642,"Peripheral neuritis in pregnancy, delivered, with mention of postpartum complication",Neuritis-delivered w p/p,
+64643,"Peripheral neuritis in pregnancy, antepartum condition or complication",Neuritis of preg-antepar,
+64644,"Peripheral neuritis in pregnancy, postpartum condition or complication",Neuritis of preg-postpar,
+64650,"Asymptomatic bacteriuria in pregnancy, unspecified as to episode of care or not applicable",Bacteriuria preg-unspec,
+64651,"Asymptomatic bacteriuria in pregnancy, delivered, with or without mention of antepartum condition",Asym bacteriuria-deliver,
+64652,"Asymptomatic bacteriuria in pregnancy, delivered, with mention of postpartum complication",Asy bacteruria-del w p/p,
+64653,"Asymptomatic bacteriuria in pregnancy, antepartum condition or complication",Asy bacteriuria-antepart,
+64654,"Asymptomatic bacteriuria in pregnancy, postpartum condition or complication",Asy bacteriuria-postpart,
+64660,"Infections of genitourinary tract in pregnancy, unspecified as to episode of care or not applicable",Gu infect in preg-unspec,
+64661,"Infections of genitourinary tract in pregnancy, delivered, with or without mention of antepartum condition",Gu infection-delivered,
+64662,"Infections of genitourinary tract in pregnancy, delivered, with mention of postpartum complication",Gu infection-deliv w p/p,
+64663,"Infections of genitourinary tract in pregnancy, antepartum condition or complication",Gu infection-antepartum,
+64664,"Infections of genitourinary tract in pregnancy, postpartum condition or complication",Gu infection-postpartum,
+64670,"Liver and biliary tract disorders in pregnancy, unspecified as to episode of care or not applicable",Liver/bil trct disr-unsp,
+64671,"Liver and biliary tract disorders in pregnancy, delivered, with or without mention of antepartum condition",Liver/bil trct disr-del,
+64673,"Liver and biliary tract disorders in pregnancy, antepartum condition or complication",Liver/bil trct disr-ante,
+64680,"Other specified complications of pregnancy, unspecified as to episode of care or not applicable",Preg compl NEC-unspec,
+64681,"Other specified complications of pregnancy, delivered, with or without mention of antepartum condition",Preg compl NEC-delivered,
+64682,"Other specified complications of pregnancy, delivered, with mention of postpartum complication",Preg compl NEC-del w p/p,
+64683,"Other specified complications of pregnancy, antepartum condition or complication",Preg compl NEC-antepart,
+64684,"Other specified complications of pregnancy, postpartum condition or complication",Preg compl NEC-postpart,
+64690,"Unspecified complication of pregnancy, unspecified as to episode of care or not applicable",Preg compl NOS-unspec,
+64691,"Unspecified complication of pregnancy, delivered, with or without mention of antepartum condition",Preg compl NOS-delivered,
+64693,"Unspecified complication of pregnancy, antepartum condition or complication",Preg compl NOS-antepart,
+64700,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Syphilis in preg-unspec,
+64701,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Syphilis-delivered,
+64702,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Syphilis-delivered w p/p,
+64703,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Syphilis-antepartum,
+64704,"Syphilis of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Syphilis-postpartum,
+64710,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Gonorrhea in preg-unspec,
+64711,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Gonorrhea-delivered,
+64712,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Gonorrhea-deliver w p/p,
+64713,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Gonorrhea-antepartum,
+64714,"Gonorrhea of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Gonorrhea-postpartum,
+64720,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Other VD in preg-unspec,
+64721,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Other vd-delivered,
+64722,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Other vd-delivered w p/p,
+64723,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Other vd-antepartum,
+64724,"Other venereal diseases of mother, complicating pregnancy, childbirth, or the puerperium,postpartum condition or complication",Other vd-postpartum,
+64730,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",TB in preg-unspecified,
+64731,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Tuberculosis-delivered,
+64732,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Tuberculosis-deliv w p/p,
+64733,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Tuberculosis-antepartum,
+64734,"Tuberculosis of mother, complicating pregnancy, childbirth, or the puerperium,postpartum condition or complication",Tuberculosis-postpartum,
+64740,"Malaria in the mother, unspecified as to episode of care or not applicable",Malaria in preg-unspec,
+64741,"Malaria in the mother, delivered, with or without mention of antepartum condition",Malaria-delivered,
+64742,"Malaria in the mother, delivered, with mention of postpartum complication",Malaria-delivered w p/p,
+64743,"Malaria in the mother, antepartum condition or complication",Malaria-antepartum,
+64744,"Malaria in the mother, postpartum condition or complication",Malaria-postpartum,
+64750,"Rubella in the mother, unspecified as to episode of care or not applicable",Rubella in preg-unspec,
+64751,"Rubella in the mother, delivered, with or without mention of antepartum condition",Rubella-delivered,
+64752,"Rubella in the mother, delivered, with mention of postpartum complication",Rubella-delivered w p/p,
+64753,"Rubella in the mother, antepartum condition or complication",Rubella-antepartum,
+64754,"Rubella in the mother, postpartum condition or complication",Rubella-postpartum,
+64760,"Other viral diseases in the mother, unspecified as to episode of care or not applicable",Oth virus in preg-unspec,
+64761,"Other viral diseases in the mother, delivered, with or without mention of antepartum condition",Oth viral dis-delivered,
+64762,"Other viral diseases in the mother, delivered, with mention of postpartum complication",Oth viral dis-del w p/p,
+64763,"Other viral diseases in the mother, antepartum condition or complication",Oth viral dis-antepartum,
+64764,"Other viral diseases in the mother, postpartum condition or complication",Oth viral dis-postpartum,
+64780,"Other specified infectious and parasitic diseases of mother, unspecified as to episode of care or not applicable",Inf dis in preg NEC-unsp,
+64781,"Other specified infectious and parasitic diseases of mother, delivered, with or without mention of antepartum condition",Infect dis NEC-delivered,
+64782,"Other specified infectious and parasitic diseases of mother, delivered, with mention of postpartum complication",Infect dis NEC-del w p/p,
+64783,"Other specified infectious and parasitic diseases of mother, antepartum condition or complication",Infect dis NEC-antepart,
+64784,"Other specified infectious and parasitic diseases of mother, postpartum condition or complication",Infect dis NEC-postpart,
+64790,"Unspecified infection or infestation of mother, unspecified as to episode of care or not applicable",Infect in preg NOS-unsp,
+64791,"Unspecified infection or infestation of mother, delivered, with or without mention of antepartum condition",Infect NOS-delivered,
+64792,"Unspecified infection or infestation of mother, delivered, with mention of postpartum complication",Infect NOS-deliver w p/p,
+64793,"Unspecified infection or infestation of mother, antepartum condition or complication",Infect NOS-antepartum,
+64794,"Unspecified infection or infestation of mother, postpartum condition or complication",Infect NOS-postpartum,
+64800,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Diabetes in preg-unspec,
+64801,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Diabetes-delivered,
+64802,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Diabetes-delivered w p/p,
+64803,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Diabetes-antepartum,
+64804,"Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Diabetes-postpartum,
+64810,"Thyroid dysfunction of mother, unspecified as to episode of care or not applicable",Thyroid dysfun preg-unsp,
+64811,"Thyroid dysfunction of mother, delivered, with or without mention of antepartum condition",Thyroid dysfunc-deliver,
+64812,"Thyroid dysfunction of mother, delivered, with mention of postpartum complication",Thyroid dysfun-del w p/p,
+64813,"Thyroid dysfunction of mother, antepartum condition or complication",Thyroid dysfunc-antepart,
+64814,"Thyroid dysfunction of mother, postpartum condition or complication",Thyroid dysfunc-postpart,
+64820,"Anemia of mother, unspecified as to episode of care or not applicable",Anemia in preg-unspec,
+64821,"Anemia of mother, delivered, with or without mention of antepartum condition",Anemia-delivered,
+64822,"Anemia of mother, delivered, with mention of postpartum complication",Anemia-delivered w p/p,
+64823,"Anemia of mother, antepartum condition or complication",Anemia-antepartum,
+64824,"Anemia of mother, postpartum condition or complication",Anemia-postpartum,
+64830,"Drug dependence of mother, unspecified as to episode of care or not applicable",Drug depend preg-unspec,
+64831,"Drug dependence of mother, delivered, with or without mention of antepartum condition",Drug dependence-deliver,
+64832,"Drug dependence of mother, delivered, with mention of postpartum complication",Drug dependen-del w p/p,
+64833,"Drug dependence of mother, antepartum condition or complication",Drug dependence-antepart,
+64834,"Drug dependence of mother, postpartum condition or complication",Drug dependence-postpart,
+64840,"Mental disorders of mother, unspecified as to episode of care or not applicable",Mental dis preg-unspec,
+64841,"Mental disorders of mother, delivered, with or without mention of antepartum condition",Mental disorder-deliver,
+64842,"Mental disorders of mother, delivered, with mention of postpartum complication",Mental dis-deliv w p/p,
+64843,"Mental disorders of mother, antepartum condition or complication",Mental disorder-antepart,
+64844,"Mental disorders of mother, postpartum condition or complication",Mental disorder-postpart,
+64850,"Congenital cardiovascular disorders of mother, unspecified as to episode of care or not applicable",Congen CV dis preg-unsp,
+64851,"Congenital cardiovascular disorders of mother, delivered, with or without mention of antepartum condition",Congen CV dis-delivered,
+64852,"Congenital cardiovascular disorders of mother, delivered, with mention of postpartum complication",Congen CV dis-del w p/p,
+64853,"Congenital cardiovascular disorders of mother, antepartum condition or complication",Congen CV dis-antepartum,
+64854,"Congenital cardiovascular disorders of mother, postpartum condition or complication",Congen CV dis-postpartum,
+64860,"Other cardiovascular diseases of mother, unspecified as to episode of care or not applicable",CV dis NEC preg-unspec,
+64861,"Other cardiovascular diseases of mother, delivered, with or without mention of antepartum condition",CV dis NEC preg-deliver,
+64862,"Other cardiovascular diseases of mother, delivered, with mention of postpartum complication",CV dis NEC-deliver w p/p,
+64863,"Other cardiovascular diseases of mother, antepartum condition or complication",CV dis NEC-antepartum,
+64864,"Other cardiovascular diseases of mother, postpartum condition or complication",CV dis NEC-postpartum,
+64870,"Bone and joint disorders of back, pelvis, and lower limbs of mother, unspecified as to episode of care or not applicable",Bone disord in preg-unsp,
+64871,"Bone and joint disorders of back, pelvis, and lower limbs of mother, delivered, with or without mention of antepartum condition",Bone disorder-delivered,
+64872,"Bone and joint disorders of back, pelvis, and lower limbs of mother, delivered, with mention of postpartum complication",Bone disorder-del w p/p,
+64873,"Bone and joint disorders of back, pelvis, and lower limbs of mother, antepartum condition or complication",Bone disorder-antepartum,
+64874,"Bone and joint disorders of back, pelvis, and lower limbs of mother, postpartum condition or complication",Bone disorder-postpartum,
+64880,"Abnormal glucose tolerance of mother, unspecified as to episode of care or not applicable",Abn glucose in preg-unsp,
+64881,"Abnormal glucose tolerance of mother, delivered, with or without mention of antepartum condition",Abn glucose toler-deliv,
+64882,"Abnormal glucose tolerance of mother, delivered, with mention of postpartum complication",Abn glucose-deliv w p/p,
+64883,"Abnormal glucose tolerance of mother, antepartum condition or complication",Abn glucose-antepartum,
+64884,"Abnormal glucose tolerance of mother, postpartum condition or complication",Abn glucose-postpartum,
+64890,"Other current conditions classifiable elsewhere of mother, unspecified as to episode of care or not applicable",Oth curr cond preg-unsp,
+64891,"Other current conditions classifiable elsewhere of mother, delivered, with or without mention of antepartum condition",Oth curr cond-delivered,
+64892,"Other current conditions classifiable elsewhere of mother, delivered, with mention of postpartum complication",Oth curr cond-del w p/p,
+64893,"Other current conditions classifiable elsewhere of mother, antepartum condition or complication",Oth curr cond-antepartum,
+64894,"Other current conditions classifiable elsewhere of mother, postpartum condition or complication",Oth curr cond-postpartum,
+64900,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Tobacco use disord-unsp,
+64901,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Tobacco use disor-delliv,
+64902,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Tobacco use dis-del-p/p,
+64903,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Tobacco use dis-antepart,
+64904,"Tobacco use disorder complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Tobacco use dis-postpart,
+64910,"Obesity complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Obesity-unspecified,
+64911,"Obesity complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Obesity-delivered,
+64912,"Obesity complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Obesity-delivered w p/p,
+64913,"Obesity complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Obesity-antepartum,
+64914,"Obesity complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Obesity-postpartum,
+64920,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Bariatric surg stat-unsp,
+64921,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Bariatric surg stat-del,
+64922,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Bariatric surg-del w p/p,
+64923,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Bariatrc surg stat-antep,
+64924,"Bariatric surgery status complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Bariatrc surg stat w p/p,
+64930,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Coagulation def-unspec,
+64931,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Coagulation def-deliv,
+64932,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Coagulatn def-del w p/p,
+64933,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Coagulation def-antepart,
+64934,"Coagulation defects complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Coagulation def-postpart,
+64940,"Epilepsy complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable",Epilepsy-unspecified,
+64941,"Epilepsy complicating pregnancy, childbirth, or the puerperium, delivered, with or without mention of antepartum condition",Epilepsy-delivered,
+64942,"Epilepsy complicating pregnancy, childbirth, or the puerperium, delivered, with mention of postpartum complication",Epilepsy-delivered w p/p,
+64943,"Epilepsy complicating pregnancy, childbirth, or the puerperium, antepartum condition or complication",Epilepsy-antepartum,
+64944,"Epilepsy complicating pregnancy, childbirth, or the puerperium, postpartum condition or complication",Epilepsy-postpartum,
+64950,"Spotting complicating pregnancy, unspecified as to episode of care or not applicable",Spotting-unspecified,
+64951,"Spotting complicating pregnancy, delivered, with or without mention of antepartum condition",Spotting-delivered,
+64953,"Spotting complicating pregnancy, antepartum condition or complication",Spotting-antepartum,
+64960,"Uterine size date discrepancy, unspecified as to episode of care or not applicable",Uterine size descrp-unsp,
+64961,"Uterine size date discrepancy, delivered, with or without mention of antepartum condition",Uterine size descrep-del,
+64962,"Uterine size date discrepancy, delivered, with mention of postpartum complication",Uterine size-del w p/p,
+64963,"Uterine size date discrepancy, antepartum condition or complication",Uterine size des-antepar,
+64964,"Uterine size date discrepancy, postpartum condition or complication",Uterine size descrep-p/p,
+64970,"Cervical shortening, unspecified as to episode of care or not applicable",Cervical shortening-unsp,
+64971,"Cervical shortening, delivered, with or without mention of antepartum condition",Cervical shortening-del,
+64973,"Cervical shortening, antepartum condition or complication",Cervical shortening-ante,
+64981,"Onset (spontaneous) of labor after 37 completed weeks of gestation but before 39 completed weeks gestation, with delivery by (planned) cesarean section, delivered, with or without mention of antepartum condition",Spon labr w plan C/S-del,
+64982,"Onset (spontaneous) of labor after 37 completed weeks of gestation but before 39 completed weeks gestation, with delivery by (planned) cesarean section, delivered, with mention of postpartum complication",Lbr w plan C/S-del w p/p,
+650,Normal delivery,Normal delivery,
+65100,"Twin pregnancy, unspecified as to episode of care or not applicable",Twin pregnancy-unspec,
+65101,"Twin pregnancy, delivered, with or without mention of antepartum condition",Twin pregnancy-delivered,
+65103,"Twin pregnancy, antepartum condition or complication",Twin pregnancy-antepart,
+65110,"Triplet pregnancy, unspecified as to episode of care or not applicable",Triplet pregnancy-unspec,
+65111,"Triplet pregnancy, delivered, with or without mention of antepartum condition",Triplet pregnancy-deliv,
+65113,"Triplet pregnancy, antepartum condition or complication",Triplet preg-antepartum,
+65120,"Quadruplet pregnancy, unspecified as to episode of care or not applicable",Quadruplet preg-unspec,
+65121,"Quadruplet pregnancy, delivered, with or without mention of antepartum condition",Quadruplet preg-deliver,
+65123,"Quadruplet pregnancy, antepartum condition or complication",Quadruplet preg-antepart,
+65130,"Twin pregnancy with fetal loss and retention of one fetus, unspecified as to episode of care or not applicable",Twins w fetal loss-unsp,
+65131,"Twin pregnancy with fetal loss and retention of one fetus, delivered, with or without mention of antepartum condition",Twins w fetal loss-del,
+65133,"Twin pregnancy with fetal loss and retention of one fetus, antepartum condition or complication",Twins w fetal loss-ante,
+65140,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Triplets w fet loss-unsp,
+65141,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Triplets w fet loss-del,
+65143,"Triplet pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Triplets w fet loss-ante,
+65150,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Quads w fetal loss-unsp,
+65151,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Quads w fetal loss-del,
+65153,"Quadruplet pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Quads w fetal loss-ante,
+65160,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), unspecified as to episode of care or not applicable",Mult ges w fet loss-unsp,
+65161,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), delivered, with or without mention of antepartum condition",Mult ges w fet loss-del,
+65163,"Other multiple pregnancy with fetal loss and retention of one or more fetus(es), antepartum condition or complication",Mult ges w fet loss-ante,
+65170,"Multiple gestation following (elective) fetal reduction, unspecified as to episode of care or not applicable",Mul gest-fet reduct unsp,
+65171,"Multiple gestation following (elective) fetal reduction,delivered, with or without mention of antepartum condition",Mult gest-fet reduct del,
+65173,"Multiple gestation following (elective) fetal reduction, antepartum condition or complication",Mul gest-fet reduct ante,
+65180,"Other specified multiple gestation, unspecified as to episode of care or not applicable",Multi gestat NEC-unspec,
+65181,"Other specified multiple gestation, delivered, with or without mention of antepartum condition",Multi gestat NEC-deliver,
+65183,"Other specified multiple gestation, antepartum condition or complication",Multi gest NEC-antepart,
+65190,"Unspecified multiple gestation, unspecified as to episode of care or not applicable",Multi gestat NOS-unspec,
+65191,"Unspecified multiple gestation, delivered, with or without mention of antepartum condition",Mult gestation NOS-deliv,
+65193,"Unspecified multiple gestation, antepartum condition or complication",Multi gest NOS-antepart,
+65200,"Unstable lie, unspecified as to episode of care or not applicable",Unstable lie-unspecified,
+65201,"Unstable lie, delivered, with or without mention of antepartum condition",Unstable lie-delivered,
+65203,"Unstable lie, antepartum condition or complication",Unstable lie-antepartum,
+65210,"Breech or other malpresentation successfully converted to cephalic presentation, unspecified as to episode of care or not applicable",Cephalic vers NOS-unspec,
+65211,"Breech or other malpresentation successfully converted to cephalic presentation, delivered, with or without mention of antepartum condition",Cephalic vers NOS-deliv,
+65213,"Breech or other malpresentation successfully converted to cephalic presentation, antepartum condition or complication",Cephal vers NOS-antepart,
+65220,"Breech presentation without mention of version, unspecified as to episode of care or not applicable",Breech presentat-unspec,
+65221,"Breech presentation without mention of version, delivered, with or without mention of antepartum condition",Breech presentat-deliver,
+65223,"Breech presentation without mention of version, antepartum condition or complication",Breech present-antepart,
+65230,"Transverse or oblique presentation, unspecified as to episode of care or not applicable",Transv/obliq lie-unspec,
+65231,"Transverse or oblique presentation, delivered, with or without mention of antepartum condition",Transver/obliq lie-deliv,
+65233,"Transverse or oblique presentation, antepartum condition or complication",Transv/obliq lie-antepar,
+65240,"Face or brow presentation, unspecified as to episode of care or not applicable",Face/brow present-unspec,
+65241,"Face or brow presentation, delivered, with or without mention of antepartum condition",Face/brow present-deliv,
+65243,"Face or brow presentation, antepartum condition or complication",Face/brow pres-antepart,
+65250,"High head at term, unspecified as to episode of care or not applicable",High head at term-unspec,
+65251,"High head at term, delivered, with or without mention of antepartum condition",High head at term-deliv,
+65253,"High head at term, antepartum condition or complication",High head term-antepart,
+65260,"Multiple gestation with malpresentation of one fetus or more, unspecified as to episode of care or not applicable",Mult gest malpresen-unsp,
+65261,"Multiple gestation with malpresentation of one fetus or more, delivered, with or without mention of antepartum condition",Mult gest malpres-deliv,
+65263,"Multiple gestation with malpresentation of one fetus or more, antepartum condtion or complication",Mult ges malpres-antepar,
+65270,"Prolapsed arm of fetus, unspecified as to episode of care or not applicable",Prolapsed arm-unspec,
+65271,"Prolapsed arm of fetus, delivered, with or without mention of antepartum condition",Prolapsed arm-delivered,
+65273,"Prolapsed arm of fetus, antepartum condition or complication",Prolapsed arm-antepart,
+65280,"Other specified malposition or malpresentation, unspecified as to episode of care or not applicable",Malposition NEC-unspec,
+65281,"Other specified malposition or malpresentation, delivered, with or without mention of antepartum condition",Malposition NEC-deliver,
+65283,"Other specified malposition or malpresentation, antepartum condition or complication",Malposition NEC-antepart,
+65290,"Unspecified malposition or malpresentation, unspecified as to episode of care or not applicable",Malposition NOS-unspec,
+65291,"Unspecified malposition or malpresentation, delivered, with or without mention of antepartum condition",Malposition NOS-deliver,
+65293,"Unspecified malposition or malpresentation, antepartum condition or complication",Malposition NOS-antepart,
+65300,"Major abnormality of bony pelvis, not further specified, unspecified as to episode of care or not applicable",Pelvic deform NOS-unspec,
+65301,"Major abnormality of bony pelvis, not further specified, delivered, with or without mention of antepartum condition",Pelvic deform NOS-deliv,
+65303,"Major abnormality of bony pelvis, not further specified, antepartum condition or complication",Pelv deform NOS-antepart,
+65310,"Generally contracted pelvis, unspecified as to episode of care or not applicable",Contract pelv NOS-unspec,
+65311,"Generally contracted pelvis, delivered, with or without mention of antepartum condition",Contract pelv NOS-deliv,
+65313,"Generally contracted pelvis, antepartum condition or complication",Contrac pelv NOS-antepar,
+65320,"Inlet contraction of pelvis, unspecified as to episode of care or not applicable",Inlet contraction-unspec,
+65321,"Inlet contraction of pelvis, delivered, with or without mention of antepartum condition",Inlet contraction-deliv,
+65323,"Inlet contraction of pelvis, antepartum condition or complication",Inlet contract-antepart,
+65330,"Outlet contraction of pelvis, unspecified as to episode of care or not applicable",Outlet contraction-unsp,
+65331,"Outlet contraction of pelvis, delivered, with or without mention of antepartum condition",Outlet contraction-deliv,
+65333,"Outlet contraction of pelvis, antepartum condition or complication",Outlet contract-antepart,
+65340,"Fetopelvic disproportion, unspecified as to episode of care or not applicable",Fetopelv disprop-unspec,
+65341,"Fetopelvic disproportion, delivered, with or without mention of antepartum condition",Fetopelv dispropor-deliv,
+65343,"Fetopelvic disproportion, antepartum condition or complication",Fetopel disprop-antepart,
+65350,"Unusually large fetus causing disproportion, unspecified as to episode of care or not applicable",Fetal disprop NOS-unspec,
+65351,"Unusually large fetus causing disproportion, delivered, with or without mention of antepartum condition",Fetal disprop NOS-deliv,
+65353,"Unusually large fetus causing disproportion, antepartum condition or complication",Fetal dispro NOS-antepar,
+65360,"Hydrocephalic fetus causing disproportion, unspecified as to episode of care or not applicable",Hydrocephal fetus-unspec,
+65361,"Hydrocephalic fetus causing disproportion, delivered, with or without mention of antepartum condition",Hydroceph fetus-deliver,
+65363,"Hydrocephalic fetus causing disproportion, antepartum condition or complication",Hydroceph fetus-antepart,
+65370,"Other fetal abnormality causing disproportion, unspecified as to episode of care or not applicable",Oth abn fet disprop-unsp,
+65371,"Other fetal abnormality causing disproportion, delivered, with or without mention of antepartum condition",Oth abn fet dispro-deliv,
+65373,"Other fetal abnormality causing disproportion, antepartum condition or complication",Oth abn fet dispro-antep,
+65380,"Disproportion of other origin, unspecified as to episode of care or not applicable",Disproportion NEC-unspec,
+65381,"Disproportion of other origin, delivered, with or without mention of antepartum condition",Disproportion NEC-deliv,
+65383,"Disproportion of other origin, antepartum condition or complication",Dispropor NEC-antepartum,
+65390,"Unspecified disproportion, unspecified as to episode of care or not applicable",Disproportion NOS-unspec,
+65391,"Unspecified disproportion, delivered, with or without mention of antepartum condition",Disproportion NOS-deliv,
+65393,"Unspecified disproportion, antepartum condition or complication",Dispropor NOS-antepartum,
+65400,"Congenital abnormalities of uterus, unspecified as to episode of care or not applicable",Cong abn uter preg-unsp,
+65401,"Congenital abnormalities of uterus, delivered, with or without mention of antepartum condition",Congen abn uterus-deliv,
+65402,"Congenital abnormalities of uterus, delivered, with mention of postpartum complication",Cong abn uter-del w p/p,
+65403,"Congenital abnormalities of uterus, antepartum condition or complication",Congen abn uter-antepart,
+65404,"Congenital abnormalities of uterus, postpartum condition or complication",Congen abn uter-postpart,
+65410,"Tumors of body of uterus, unspecified as to episode of care or not applicable",Uter tumor in preg-unsp,
+65411,"Tumors of body of uterus, delivered, with or without mention of antepartum condition",Uterine tumor-delivered,
+65412,"Tumors of body of uterus, delivered, with mention of postpartum complication",Uterine tumor-del w p/p,
+65413,"Tumors of body of uterus, antepartum condition or complication",Uterine tumor-antepartum,
+65414,"Tumors of body of uterus, postpartum condition or complication",Uterine tumor-postpartum,
+65420,"Previous cesarean delivery, unspecified as to episode of care or not applicable",Prev c-delivery unspec,
+65421,"Previous cesarean delivery, delivered, with or without mention of antepartum condition",Prev c-delivery-delivrd,
+65423,"Previous cesarean delivery, antepartum condition or complication",Prev c-delivery-antepart,
+65430,"Retroverted and incarcerated gravid uterus, unspecified as to episode of care or not applicable",Retrovert uterus-unspec,
+65431,"Retroverted and incarcerated gravid uterus, delivered, with mention of antepartum condition",Retrovert uterus-deliver,
+65432,"Retroverted and incarcerated gravid uterus, delivered, with mention of postpartum complication",Retrovert uter-del w p/p,
+65433,"Retroverted and incarcerated gravid uterus, antepartum condition or complication",Retrovert uter-antepart,
+65434,"Retroverted and incarcerated gravid uterus, postpartum condition or complication",Retrovert uter-postpart,
+65440,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, unspecified as to episode of care or not applicable",Abn grav uterus NEC-unsp,
+65441,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, delivered, with or without mention of antepartum condition",Abn uterus NEC-delivered,
+65442,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, delivered, with mention of postpartum complication",Abn uterus NEC-del w p/p,
+65443,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, antepartum condition or complication",Abn uterus NEC-antepart,
+65444,"Other abnormalities in shape or position of gravid uterus and of neighboring structures, postpartum condition or complication",Abn uterus NEC-postpart,
+65450,"Cervical incompetence, unspecified as to episode of care or not applicable",Cerv incompet preg-unsp,
+65451,"Cervical incompetence, delivered, with or without mention of antepartum condition",Cervical incompet-deliv,
+65452,"Cervical incompetence, delivered, with mention of postpartum complication",Cerv incompet-del w p/p,
+65453,"Cervical incompetence, antepartum condition or complication",Cerv incompet-antepartum,
+65454,"Cervical incompetence, postpartum condition or complication",Cerv incompet-postpartum,
+65460,"Other congenital or acquired abnormality of cervix, unspecified as to episode of care or not applicable",Abn cervix NEC preg-unsp,
+65461,"Other congenital or acquired abnormality of cervix, delivered, with or without mention of antepartum condition",Abn cervix NEC-delivered,
+65462,"Other congenital or acquired abnormality of cervix, delivered, with mention of postpartum complication",Abn cervix NEC-del w p/p,
+65463,"Other congenital or acquired abnormality of cervix, antepartum condition or complication",Abn cervix NEC-antepart,
+65464,"Other congenital or acquired abnormality of cervix, postpartum condition or complication",Abn cervix NEC-postpart,
+65470,"Congenital or acquired abnormality of vagina, unspecified as to episode of care or not applicable",Abn vagina in preg-unsp,
+65471,"Congenital or acquired abnormality of vagina, delivered, with or without mention of antepartum condition",Abnorm vagina-delivered,
+65472,"Congenital or acquired abnormality of vagina, delivered, with mention of postpartum complication",Abnorm vagina-del w p/p,
+65473,"Congenital or acquired abnormality of vagina, antepartum condition or complication",Abnorm vagina-antepartum,
+65474,"Congenital or acquired abnormality of vagina, postpartum condition or complication",Abnorm vagina-postpartum,
+65480,"Congenital or acquired abnormality of vulva, unspecified as to episode of care or not applicable",Abn vulva in preg-unspec,
+65481,"Congenital or acquired abnormality of vulva, delivered, with or without mention of antepartum condition",Abnormal vulva-delivered,
+65482,"Congenital or acquired abnormality of vulva, delivered, with mention of postpartum complication",Abnormal vulva-del w p/p,
+65483,"Congenital or acquired abnormality of vulva, antepartum condition or complication",Abnormal vulva-antepart,
+65484,"Congenital or acquired abnormality of vulva, postpartum condition or complication",Abnormal vulva-postpart,
+65490,"Other and unspecified abnormality of organs and soft tissues of pelvis, unspecified as to episode of care or not applicable",Abn pel NEC in preg-unsp,
+65491,"Other and unspecified abnormality of organs and soft tissues of pelvis, delivered, with or without mention of antepartum condition",Abn pelv org NEC-deliver,
+65492,"Other and unspecified abnormality of organs and soft tissues of pelvis, delivered, with mention of postpartum complication",Abn pelv NEC-deliv w p/p,
+65493,"Other and unspecified abnormality of organs and soft tissues of pelvis, antepartum condition or complication",Abn pelv org NEC-antepar,
+65494,"Other and unspecified abnormality of organs and soft tissues of pelvis, postpartum condition or complication",Abn pelv org NEC-postpar,
+65500,"Central nervous system malformation in fetus, unspecified as to episode of care or not applicable",Fetal cns malform-unspec,
+65501,"Central nervous system malformation in fetus, delivered, with or without mention of antepartum condition",Fetal cns malform-deliv,
+65503,"Central nervous system malformation in fetus, antepartum condition or complication",Fetal cns malfor-antepar,
+65510,"Chromosomal abnormality in fetus, affecting management of mother, unspecified as to episode of care or not applicable",Fetal chromos abn-unspec,
+65511,"Chromosomal abnormality in fetus, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal chromoso abn-deliv,
+65513,"Chromosomal abnormality in fetus, affecting management of mother, antepartum condition or complication",Fet chromo abn-antepart,
+65520,"Hereditary disease in family possibly affecting fetus, affecting management of mother, unspecified as to episode of care or not applicable",Famil heredit dis-unspec,
+65521,"Hereditary disease in family possibly affecting fetus, affecting management of mother, delivered, with or without mention of antepartum condition",Famil heredit dis-deliv,
+65523,"Hereditary disease in family possibly affecting fetus, affecting management of mother, antepartum condition or complication",Famil hered dis-antepart,
+65530,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, unspecified as to episode of care or not applicable",Fet damg d/t virus-unsp,
+65531,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damg d/t virus-deliv,
+65533,"Suspected damage to fetus from viral disease in the mother, affecting management of mother, antepartum condition or complication",Fet damg d/t virus-antep,
+65540,"Suspected damage to fetus from other disease in the mother, affecting management of mother, unspecified as to episode of care or not applicable",Fet damg d/t dis-unspec,
+65541,"Suspected damage to fetus from other disease in the mother, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damg d/t dis-deliver,
+65543,"Suspected damage to fetus from other disease in the mother, affecting management of mother, antepartum condition or complication",Fet damg d/t dis-antepar,
+65550,"Suspected damage to fetus from drugs, affecting management of mother, unspecified as to episode of care or not applicable",Fetal damg d/t drug-unsp,
+65551,"Suspected damage to fetus from drugs, affecting management of mother, delivered, with or without mention of antepartum condition",Fet damag d/t drug-deliv,
+65553,"Suspected damage to fetus from drugs, affecting management of mother, antepartum condition or complication",Fet damg d/t drug-antepa,
+65560,"Suspected damage to fetus from radiation, affecting management of mother, unspecified as to episode of care or not applicable",Radiat fetal damag-unsp,
+65561,"Suspected damage to fetus from radiation, affecting management of mother, delivered,",Radiat fetal damag-deliv,
+65563,"Suspected damage to fetus from radiation, affecting management of mother, antepartum condition or complication",Radiat fet damag-antepar,
+65570,"Decreased fetal movements, affecting management of mother, unspecified as to episode of care",Decrease fetl movmt unsp,
+65571,"Decreased fetal movements, affecting management of mother, delivered, with or without mention of antepartum condition",Decrease fetal movmt del,
+65573,"Decreased fetal movements, affecting management of mother, antepartum condition or complication",Dec fetal movmt antepart,
+65580,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, unspecified as to episode of care or not applicable",Fetal abnorm NEC-unspec,
+65581,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal abnorm NEC-deliver,
+65583,"Other known or suspected fetal abnormality, not elsewhere classified, affecting management of mother, antepartum condition or complication",Fetal abnorm NEC-antepar,
+65590,"Unspecified suspected fetal abnormality, affecting management of mother, unspecified as to episode of care or not applicable",Fetal abnorm NOS-unspec,
+65591,"Unspecified suspected fetal abnormality, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal abnorm NOS-deliver,
+65593,"Unspecified suspected fetal abnormality, affecting management of mother, antepartum condition or complication",Fetal abnorm NOS-antepar,
+65600,"Fetal-maternal hemorrhage, unspecified as to episode of care or not applicable",Fetal-maternal hem-unsp,
+65601,"Fetal-maternal hemorrhage, delivered, with or without mention of antepartum condition",Fetal-maternal hem-deliv,
+65603,"Fetal-maternal hemorrhage, antepartum condition or complication",Fetal-matern hem-antepar,
+65610,"Rhesus isoimmunization, unspecified as to episode of care or not applicable",Rh isoimmunization-unsp,
+65611,"Rhesus isoimmunization, delivered, with or without mention of antepartum condition",Rh isoimmunizat-deliver,
+65613,"Rhesus isoimmunization, antepartum condition or complication",Rh isoimmunizat-antepart,
+65620,"Isoimmunization from other and unspecified blood-group incompatibility, unspecified as to episode of care or not applicable",Abo isoimmunization-unsp,
+65621,"Isoimmunization from other and unspecified blood-group incompatibility, delivered, with or without mention of antepartum condition",Abo isoimmunizat-deliver,
+65623,"Isoimmunization from other and unspecified blood-group incompatibility, antepartum condition or complication",Abo isoimmunizat-antepar,
+65630,"Fetal distress, affecting management of mother, unspecified as to episode of care or not applicable",Fetal distress-unspec,
+65631,"Fetal distress, affecting management of mother, delivered, with or without mention of antepartum condition",Fetal distress-delivered,
+65633,"Fetal distress, affecting management of mother, antepartum condition or complication",Fetal distress-antepart,
+65640,"Intrauterine death, affecting management of mother, unspecified as to episode of care or not applicable",Intrauterine death-unsp,
+65641,"Intrauterine death, affecting management of mother, delivered, with or without mention of antepartum condition",Intrauter death-deliver,
+65643,"Intrauterine death, affecting management of mother, antepartum condition or complication",Intrauter death-antepart,
+65650,"Poor fetal growth, affecting management of mother, unspecified as to episode of care or not applicable",Poor fetal growth-unspec,
+65651,"Poor fetal growth, affecting management of mother, delivered, with or without mention of antepartum condition",Poor fetal growth-deliv,
+65653,"Poor fetal growth, affecting management of mother, antepartum condition or complication",Poor fetal grth-antepart,
+65660,"Excessive fetal growth, affecting management of mother, unspecified as to episode of care or not applicable",Excess fetal grth-unspec,
+65661,"Excessive fetal growth, affecting management of mother, delivered, with or without mention of antepartum condition",Excess fetal grth-deliv,
+65663,"Excessive fetal growth, affecting management of mother, antepartum condition or complication",Excess fet grth-antepart,
+65670,"Other placental conditions, affecting management of mother, unspecified as to episode of care or not applicable",Oth placent cond-unspec,
+65671,"Other placental conditions, affecting management of mother, delivered, with or without mention of antepartum condition",Oth placent cond-deliver,
+65673,"Other placental conditions, affecting management of mother, antepartum condition or complication",Oth placent cond-antepar,
+65680,"Other specified fetal and placental problems, affecting management of mother, unspecified as to episode of care or not applicable",Fet/plac prob NEC-unspec,
+65681,"Other specified fetal and placental problems, affecting management of mother, delivered, with or without mention of antepartum condition",Fet/plac prob NEC-deliv,
+65683,"Other specified fetal and placental problems, affecting management of mother, antepartum condition or complication",Fet/plac prob NEC-antepa,
+65690,"Unspecified fetal and placental problem, affecting management of mother, unspecified as to episode of care or not applicable",Fet/plac prob NOS-unspec,
+65691,"Unspecified fetal and placental problem, affecting management of mother, delivered, with or without mention of antepartum condition",Fet/plac prob NOS-deliv,
+65693,"Unspecified fetal and placental problem, affecting management of mother, antepartum condition or complication",Fet/plac prob NOS-antepa,
+65700,"Polyhydramnios, unspecified as to episode of care or not applicable",Polyhydramnios-unspec,
+65701,"Polyhydramnios, delivered, with or without mention of antepartum condition",Polyhydramnios-delivered,
+65703,"Polyhydramnios, antepartum condition or complication",Polyhydramnios-antepart,
+65800,"Oligohydramnios, unspecified as to episode of care or not applicable",Oligohydramnios-unspec,
+65801,"Oligohydramnios, delivered, with or without mention of antepartum condition",Oligohydramnios-deliver,
+65803,"Oligohydramnios, antepartum condition or complication",Oligohydramnios-antepar,
+65810,"Premature rupture of membranes, unspecified as to episode of care or not applicable",Prem rupt membran-unspec,
+65811,"Premature rupture of membranes, delivered, with or without mention of antepartum condition",Prem rupt membran-deliv,
+65813,"Premature rupture of membranes, antepartum condition or complication",Prem rupt memb-antepart,
+65820,"Delayed delivery after spontaneous or unspecified rupture of membranes, unspecified as to episode of care or not applicable",Prolong rupt memb-unspec,
+65821,"Delayed delivery after spontaneous or unspecified rupture of membranes, delivered, with or without mention of antepartum condition",Prolong rupt memb-deliv,
+65823,"Delayed delivery after spontaneous or unspecified rupture of membranes, antepartum condition or complication",Prolong rup memb-antepar,
+65830,"Delayed delivery after artificial rupture of membranes, unspecified as to episode of care or not applicable",Artific rupt membr-unsp,
+65831,"Delayed delivery after artificial rupture of membranes, delivered, with or without mention of antepartum condition",Artific rupt membr-deliv,
+65833,"Delayed delivery after artificial rupture of membranes, antepartum condition or complication",Artif rupt memb-antepart,
+65840,"Infection of amniotic cavity, unspecified as to episode of care or not applicable",Amniotic infection-unsp,
+65841,"Infection of amniotic cavity, delivered, with or without mention of antepartum condition",Amniotic infection-deliv,
+65843,"Infection of amniotic cavity, antepartum condition or complication",Amniotic infect-antepart,
+65880,"Other problems associated with amniotic cavity and membranes, unspecified as to episode of care or not applicable",Amniotic prob NEC-unspec,
+65881,"Other problems associated with amniotic cavity and membranes, delivered, with or without mention of antepartum condition",Amniotic prob NEC-deliv,
+65883,"Other problems associated with amniotic cavity and membranes, antepartum",Amnion prob NEC-antepart,
+65890,"Unspecified problem associated with amniotic cavity and membranes, unspecified as to episode of care or not applicable",Amniotic prob NOS-unspec,
+65891,"Unspecified problem associated with amniotic cavity and membranes, delivered, with or without mention of antepartum condition",Amniotic prob NOS-deliv,
+65893,"Unspecified problem associated with amniotic cavity and membranes, antepartum condition or complication",Amnion prob NOS-antepart,
+65900,"Failed mechanical induction of labor, unspecified as to episode of care or not applicable",Fail mechan induct-unsp,
+65901,"Failed mechanical induction of labor, delivered, with or without mention of antepartum condition",Fail mech induct-deliver,
+65903,"Failed mechanical induction of labor, antepartum condition or complication",Fail mech induct-antepar,
+65910,"Failed medical or unspecified induction of labor, unspecified as to episode of care or not applicable",Fail induction NOS-unsp,
+65911,"Failed medical or unspecified induction of labor, delivered, with or without mention of antepartum condition",Fail induction NOS-deliv,
+65913,"Failed medical or unspecified induction of labor, antepartum condition or complication",Fail induct NOS-antepart,
+65920,"Maternal pyrexia during labor, unspecified, unspecified as to episode of care or not applicable",Pyrexia in labor-unspec,
+65921,"Maternal pyrexia during labor, unspecified, delivered, with or without mention of antepartum condition",Pyrexia in labor-deliver,
+65923,"Maternal pyrexia during labor, unspecified, antepartum condition or complication",Pyrexia in labor-antepar,
+65930,"Generalized infection during labor, unspecified as to episode of care or not applicable",Septicemia in labor-unsp,
+65931,"Generalized infection during labor, delivered, with or without mention of antepartum condition",Septicem in labor-deliv,
+65933,"Generalized infection during labor, antepartum condition or complication",Septicem in labor-antepa,
+65940,"Grand multiparity, unspecified as to episode of care or not applicable",Grand multiparity-unspec,
+65941,"Grand multiparity, delivered, with or without mention of antepartum condition",Grand multiparity-deliv,
+65943,"Grand multiparity, antepartum condition or complication",Grand multiparity-antepa,
+65950,"Elderly primigravida, unspecified as to episode of care or not applicable",Elderly primigravid-unsp,
+65951,"Elderly primigravida, delivered, with or without mention of antepartum condition",Elderly primigravida-del,
+65953,"Elderly primigravida, antepartum condition or complication",Elder primigravid-antepa,
+65960,"Elderly multigravida, unspecified as to episode of care or not applicable",Elderly multigravida-uns,
+65961,"Elderly multigravida, delivered with or without mention of antepartum condition",Elderly multigravida-del,
+65963,"Elderly multigravida, antepartum condition or complication",Elderly multigravd-antep,
+65970,"Abnormality in fetal heart rate or rhythm, unspecified as to episode of care or not applicable",Abn ftl hrt rate/rhy-uns,
+65971,"Abnormality in fetal heart rate or rhythm, delivered, with or without mention of antepartum condition",Abn ftl hrt rate/rhy-del,
+65973,"Abnormality in fetal heart rate or rhythm, antepartum condition or complication",Abn ftl hrt rate/rhy-ant,
+65980,"Other specified indications for care or intervention related to labor and delivery, unspecified as to episode of care or not applicable",Complic labor NEC-unsp,
+65981,"Other specified indications for care or intervention related to labor and delivery, delivered, with or without mention of antepartum condition",Complic labor NEC-deliv,
+65983,"Other specified indications for care or intervention related to labor and delivery, antepartum condition or complication",Compl labor NEC-antepart,
+65990,"Unspecified indication for care or intervention related to labor and delivery, unspecified as to episode of care or not applicable",Complic labor NOS-unsp,
+65991,"Unspecified indication for care or intervention related to labor and delivery, delivered, with or without mention of antepartum condition",Complic labor NOS-deliv,
+65993,"Unspecified indication for care or intervention related to labor and delivery, antepartum condition or complication",Compl labor NOS-antepart,
+66000,"Obstruction caused by malposition of fetus at onset of labor, unspecified as to episode of care or not applicable",Obstruct/fet malpos-unsp,
+66001,"Obstruction caused by malposition of fetus at onset of labor, delivered, with or without mention of antepartum condition",Obstruc/fet malpos-deliv,
+66003,"Obstruction caused by malposition of fetus at onset of labor, antepartum condition or complication",Obstruc/fet malpos-antep,
+66010,"Obstruction by bony pelvis during labor, unspecified as to episode of care or not applicable",Bony pelv obstruc-unspec,
+66011,"Obstruction by bony pelvis during labor, delivered, with or without mention of antepartum condition",Bony pelv obstruct-deliv,
+66013,"Obstruction by bony pelvis during labor, antepartum condition or complication",Bony pelv obstruc-antepa,
+66020,"Obstruction by abnormal pelvic soft tissues during labor, unspecified as to episode of care or not applicable",Abn pelv tiss obstr-unsp,
+66021,"Obstruction by abnormal pelvic soft tissues during labor, delivered, with or without mention of antepartum condition",Abn pelv tis obstr-deliv,
+66023,"Obstruction by abnormal pelvic soft tissues during labor, antepartum condition or complication",Abn pelv tis obstr-antep,
+66030,"Deep transverse arrest and persistent occipitoposterior position, unspecified as to episode of care or not applicable",Persist occipitpost-unsp,
+66031,"Deep transverse arrest and persistent occipitoposterior position, delivered, with or without mention of antepartum condition",Persist occiptpost-deliv,
+66033,"Deep transverse arrest and persistent occipitoposterior position, antepartum condition or complication",Persist occiptpost-antep,
+66040,"Shoulder (girdle) dystocia, unspecified as to episode of care or not applicable",Shoulder dystocia-unspec,
+66041,"Shoulder (girdle) dystocia, delivered, with or without mention of antepartum condition",Shoulder dystocia-deliv,
+66043,"Shoulder (girdle) dystocia, antepartum condition or complication",Shoulder dystocia-antepa,
+66050,"Locked twins, unspecified as to episode of care or not applicable",Locked twins-unspecified,
+66051,"Locked twins, delivered, with or without mention of antepartum condition",Locked twins-delivered,
+66053,"Locked twins, antepartum condition or complication",Locked twins-antepartum,
+66060,"Unspecified failed trial of labor, unspecified as to episode of care or not applicable",Fail trial lab NOS-unsp,
+66061,"Unspecified failed trial of labor, delivered, with or without mention of antepartum condition",Fail trial lab NOS-deliv,
+66063,"Unspecified failed trial of labor, antepartum condition or complication",Fail trial lab NOS-antep,
+66070,"Failed forceps or vacuum extractor, unspecified, unspecified as to episode of care or not applicable",Failed forcep NOS-unspec,
+66071,"Failed forceps or vacuum extractor, unspecified, delivered, with or without mention of antepartum condition",Failed forceps NOS-deliv,
+66073,"Failed forceps or vacuum extractor, unspecified, antepartum condition or complication",Fail forceps NOS-antepar,
+66080,"Other causes of obstructed labor, unspecified as to episode of care or not applicable",Obstruc labor NEC-unspec,
+66081,"Other causes of obstructed labor, delivered, with or without mention of antepartum condition",Obstruct labor NEC-deliv,
+66083,"Other causes of obstructed labor, antepartum condition or complication",Obstruc labor NEC-antepa,
+66090,"Unspecified obstructed labor, unspecified as to episode of care or not applicable",Obstruc labor NOS-unspec,
+66091,"Unspecified obstructed labor, delivered, with or without mention of antepartum condition",Obstruct labor NOS-deliv,
+66093,"Unspecified obstructed labor, antepartum condition or complication",Obstruc labor NOS-antepa,
+66100,"Primary uterine inertia, unspecified as to episode of care or not applicable",Prim uterine inert-unsp,
+66101,"Primary uterine inertia, delivered, with or without mention of antepartum condition",Prim uterine inert-deliv,
+66103,"Primary uterine inertia, antepartum condition or complication",Prim uter inert-antepart,
+66110,"Secondary uterine inertia, unspecified as to episode of care or not applicable",Sec uterine inert-unspec,
+66111,"Secondary uterine inertia, delivered, with or without mention of antepartum condition",Sec uterine inert-deliv,
+66113,"Secondary uterine inertia, antepartum condition or complication",Sec uterine inert-antepa,
+66120,"Other and unspecified uterine inertia, unspecified as to episode of care or not applicable",Uterine inertia NEC-unsp,
+66121,"Other and unspecified uterine inertia, delivered, with or without mention of antepartum condition",Uterine inert NEC-deliv,
+66123,"Other and unspecified uterine inertia, antepartum condition or complication",Uterine inert NEC-antepa,
+66130,"Precipitate labor, unspecified as to episode of care or not applicable",Precipitate labor-unspec,
+66131,"Precipitate labor, delivered, with or without mention of antepartum condition",Precipitate labor-deliv,
+66133,"Precipitate labor, antepartum condition or complication",Precipitate labor-antepa,
+66140,"Hypertonic, incoordinate, or prolonged uterine contractions, unspecified as to episode of care or not applicable",Uter dystocia NOS-unspec,
+66141,"Hypertonic, incoordinate, or prolonged uterine contractions, delivered, with or without mention of antepartum condition",Uter dystocia NOS-deliv,
+66143,"Hypertonic, incoordinate, or prolonged uterine contractions, antepartum condition or complication",Uter dystocia NOS-antepa,
+66190,"Unspecified abnormality of labor, unspecified as to episode of care or not applicable",Abnormal labor NOS-unsp,
+66191,"Unspecified abnormality of labor, delivered, with or without mention of antepartum condition",Abnormal labor NOS-deliv,
+66193,"Unspecified abnormality of labor, antepartum condition or complication",Abnorm labor NOS-antepar,
+66200,"Prolonged first stage of labor, unspecified as to episode of care or not applicable",Prolonged 1st stage-unsp,
+66201,"Prolonged first stage of labor, delivered, with or without mention of antepartum condition",Prolong 1st stage-deliv,
+66203,"Prolonged first stage of labor, antepartum condition or complication",Prolong 1st stage-antepa,
+66210,"Unspecified prolonged labor, unspecified as to episode of care or not applicable",Prolonged labor NOS-unsp,
+66211,"Unspecified prolonged labor, delivered, with or without mention of antepartum condition",Prolong labor NOS-deliv,
+66213,"Unspecified prolonged labor, antepartum condition or complication",Prolong labor NOS-antepa,
+66220,"Prolonged second stage of labor, unspecified as to episode of care or not applicable",Prolonged 2nd stage-unsp,
+66221,"Prolonged second stage of labor, delivered, with or without mention of antepartum condition",Prolong 2nd stage-deliv,
+66223,"Prolonged second stage of labor, antepartum condition or complication",Prolong 2nd stage-antepa,
+66230,"Delayed delivery of second twin, triplet, etc., unspecified as to episode of care or not applicable",Delay del 2nd twin-unsp,
+66231,"Delayed delivery of second twin, triplet, etc., delivered, with or without mention of antepartum condition",Delay del 2nd twin-deliv,
+66233,"Delayed delivery of second twin, triplet, etc., antepartum condition or complication",Delay del 2 twin-antepar,
+66300,"Prolapse of cord complicating labor and delivery, unspecified as to episode of care or not applicable",Cord prolapse-unspec,
+66301,"Prolapse of cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord prolapse-delivered,
+66303,"Prolapse of cord complicating labor and delivery, antepartum condition or complication",Cord prolapse-antepartum,
+66310,"Cord around neck with compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord around neck-unspec,
+66311,"Cord around neck, with compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord around neck-deliver,
+66313,"Cord around neck, with compression, complicating labor and delivery, antepartum condition or complication",Cord around neck-antepar,
+66320,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord compress NEC-unspec,
+66321,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord compress NEC-deliv,
+66323,"Other and unspecified cord entanglement, with compression, complicating labor and delivery, antepartum condition or complication",Cord compres NEC-antepar,
+66330,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, unspecified as to episode of care or not applicable",Cord entangle NEC-unspec,
+66331,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord entangle NEC-deliv,
+66333,"Other and unspecified cord entanglement, without mention of compression, complicating labor and delivery, antepartum condition or complication",Cord entangl NEC-antepar,
+66340,"Short cord complicating labor and delivery, unspecified as to episode of care or not applicable",Short cord-unspecified,
+66341,"Short cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Short cord-delivered,
+66343,"Short cord complicating labor and delivery, antepartum condition or complication",Short cord-antepartum,
+66350,"Vasa previa complicating labor and delivery, unspecified as to episode of care or not applicable",Vasa previa-unspecified,
+66351,"Vasa previa complicating labor and delivery, delivered, with or without mention of antepartum condition",Vasa previa-delivered,
+66353,"Vasa previa complicating labor and delivery, antepartum condition or complication",Vasa previa-antepartum,
+66360,"Vascular lesions of cord complicating labor and delivery, unspecified as to episode of care or not applicable",Vasc lesion cord-unspec,
+66361,"Vascular lesions of cord complicating labor and delivery, delivered, with or without mention of antepartum condition",Vasc lesion cord-deliver,
+66363,"Vascular lesions of cord complicating labor and delivery, antepartum condition or complication",Vasc lesion cord-antepar,
+66380,"Other umbilical cord complications complicating labor and delivery, unspecified as to episode of care or not applicable",Cord complicat NEC-unsp,
+66381,"Other umbilical cord complications complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord complicat NEC-deliv,
+66383,"Other umbilical cord complications complicating labor and delivery, antepartum condition or complication",Cord compl NEC-antepart,
+66390,"Unspecified umbilical cord complication complicating labor and delivery, unspecified as to episode of care or not applicable",Cord complicat NOS-unsp,
+66391,"Unspecified umbilical cord complication complicating labor and delivery, delivered, with or without mention of antepartum condition",Cord complicat NOS-deliv,
+66393,"Unspecified umbilical cord complication complicating labor and delivery, antepartum condition or complication",Cord compl NOS-antepart,
+66400,"First-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 1 deg lacerat-unsp,
+66401,"First-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 1 deg lacerat-del,
+66404,"First-degree perineal laceration, postpartum condition or complication",Del w 1 deg lac-postpart,
+66410,"Second-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 2 deg lacerat-unsp,
+66411,"Second-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 2 deg lacerat-del,
+66414,"Second-degree perineal laceration, postpartum condition or complication",Del w 2 deg lac-postpart,
+66420,"Third-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 3 deg lacerat-unsp,
+66421,"Third-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 3 deg lacerat-del,
+66424,"Third-degree perineal laceration, postpartum condition or complication",Del w 3 deg lac-postpart,
+66430,"Fourth-degree perineal laceration, unspecified as to episode of care or not applicable",Del w 4 deg lacerat-unsp,
+66431,"Fourth-degree perineal laceration, delivered, with or without mention of antepartum condition",Del w 4 deg lacerat-del,
+66434,"Fourth-degree perineal laceration, postpartum condition or complication",Del w 4 deg lac-postpart,
+66440,"Unspecified perineal laceration, unspecified as to episode of care or not applicable",Ob perineal lac NOS-unsp,
+66441,"Unspecified perineal laceration, delivered, with or without mention of antepartum condition",Ob perineal lac NOS-del,
+66444,"Unspecified perineal laceration, postpartum condition or complication",Perineal lac NOS-postpar,
+66450,"Vulvar and perineal hematoma, unspecified as to episode of care or not applicable",Ob perineal hematom-unsp,
+66451,"Vulvar and perineal hematoma, delivered, with or without mention of antepartum condition",Ob perineal hematoma-del,
+66454,"Vulvar and perineal hematoma, postpartum condition or complication",Perin hematoma-postpart,
+66460,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, unspecified as to episode of care or not applicable",Anal sphincter tear NOS,
+66461,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, delivered, with or without mention of antepartum condition",Anal sphincter tear-del,
+66464,"Anal sphincter tear complicating delivery, not associated with third-degree perineal laceration, postpartum condition or complication",Anal sphinctr tear w p/p,
+66480,"Other specified trauma to perineum and vulva, unspecified as to episode of care or not applicable",Ob perin traum NEC-unsp,
+66481,"Other specified trauma to perineum and vulva, delivered, with or without mention of antepartum condition",Ob perineal trau NEC-del,
+66484,"Other specified trauma to perineum and vulva, postpartum condition or complication",Perin traum NEC-postpart,
+66490,"Unspecified trauma to perineum and vulva, unspecified as to episode of care or not applicable",Ob perin traum NOS-unsp,
+66491,"Unspecified trauma to perineum and vulva, delivered, with or without mention of antepartum condition",Ob perineal trau NOS-del,
+66494,"Unspecified trauma to perineum and vulva, postpartum condition or complication",Perin traum NOS-postpart,
+66500,"Rupture of uterus before onset of labor, unspecified as to episode of care or not applicable",Prelabor rupt uter-unsp,
+66501,"Rupture of uterus before onset of labor, delivered, with or without mention of antepartum condition",Prelabor rupt uterus-del,
+66503,"Rupture of uterus before onset of labor, antepartum condition or complication",Prelab rupt uter-antepar,
+66510,"Rupture of uterus during labor, unspecified as to episode of care or not applicable",Rupture uterus NOS-unsp,
+66511,"Rupture of uterus during labor, delivered, with or without mention of antepartum condition",Rupture uterus NOS-deliv,
+66520,"Inversion of uterus, unspecified as to episode of care or not applicable",Inversion of uterus-unsp,
+66522,"Inversion of uterus, delivered, with mention of postpartum complication",Invers uterus-del w p/p,
+66524,"Inversion of uterus, postpartum condition or complication",Invers uterus-postpart,
+66530,"Laceration of cervix, unspecified as to episode of care or not applicable",Lacerat of cervix-unspec,
+66531,"Laceration of cervix, delivered, with or without mention of antepartum condition",Lacerat of cervix-deliv,
+66534,"Laceration of cervix, postpartum condition or complication",Lacer of cervix-postpart,
+66540,"High vaginal laceration, unspecified as to episode of care or not applicable",High vaginal lacer-unsp,
+66541,"High vaginal laceration, delivered, with or without mention of antepartum condition",High vaginal lacer-deliv,
+66544,"High vaginal laceration, postpartum condition or complication",High vaginal lac-postpar,
+66550,"Other injury to pelvic organs, unspecified as to episode of care or not applicable",Ob inj pelv org NEC-unsp,
+66551,"Other injury to pelvic organs, delivered, with or without mention of antepartum condition",Ob inj pelv org NEC-del,
+66554,"Other injury to pelvic organs, postpartum condition or complication",Inj pelv org NEC-postpar,
+66560,"Damage to pelvic joints and ligaments, unspecified as to episode of care or not applicable",Damage to pelvic jt-unsp,
+66561,"Damage to pelvic joints and ligaments, delivered, with or without mention of antepartum condition",Damage to pelvic jt-del,
+66564,"Damage to pelvic joints and ligaments, postpartum condition or complication",Damage pelvic jt-postpar,
+66570,"Pelvic hematoma, unspecified as to episode of care or not applicable",Ob pelvic hematoma-unsp,
+66571,"Pelvic hematoma, delivered, with or without mention of antepartum condition",Ob pelvic hematoma-deliv,
+66572,"Pelvic hematoma, delivered with mention of postpartum complication",Pelvic hematom-del w pp,
+66574,"Pelvic hematoma, postpartum condition or complication",Pelvic hematoma-postpart,
+66580,"Other specified obstetrical trauma, unspecified as to episode of care or not applicable",Ob trauma NEC-unspec,
+66581,"Other specified obstetrical trauma, delivered, with or without mention of antepartum condition",Ob trauma NEC-delivered,
+66582,"Other specified obstetrical trauma, delivered, with mention of postpartum complication",Ob trauma NEC-del w p/p,
+66583,"Other specified obstetrical trauma, antepartum condition or complication",Ob trauma NEC-antepartum,
+66584,"Other specified obstetrical trauma, postpartum condition or complication",Ob trauma NEC-postpartum,
+66590,"Unspecified obstetrical trauma, unspecified as to episode of care or not applicable",Ob trauma NOS-unspec,
+66591,"Unspecified obstetrical trauma, delivered, with or without mention of antepartum condition",Ob trauma NOS-delivered,
+66592,"Unspecified obstetrical trauma, delivered, with mention of postpartum complication",Ob trauma NOS-del w p/p,
+66593,"Unspecified obstetrical trauma, antepartum condition or complication",Ob trauma NOS-antepartum,
+66594,"Unspecified obstetrical trauma, postpartum condition or complication",Ob trauma NOS-postpartum,
+66600,"Third-stage postpartum hemorrhage, unspecified as to episode of care or not applicable",Third-stage hem-unspec,
+66602,"Third-stage postpartum hemorrhage, delivered, with mention of postpartum complication",Thrd-stage hem-del w p/p,
+66604,"Third-stage postpartum hemorrhage, postpartum condition or complication",Third-stage hem-postpart,
+66610,"Other immediate postpartum hemorrhage, unspecified as to episode of care or not applicable",Postpartum hem NEC-unsp,
+66612,"Other immediate postpartum hemorrhage, delivered, with mention of postpartum complication",Postpa hem NEC-del w p/p,
+66614,"Other immediate postpartum hemorrhage, postpartum condition or complication",Postpart hem NEC-postpar,
+66620,"Delayed and secondary postpartum hemorrhage, unspecified as to episode of care or not applicable",Delay p/part hem-unspec,
+66622,"Delayed and secondary postpartum hemorrhage, delivered, with mention of postpartum complication",Delay p/p hem-del w p/p,
+66624,"Delayed and secondary postpartum hemorrhage, postpartum condition or complication",Delay p/part hem-postpar,
+66630,"Postpartum coagulation defects, unspecified as to episode of care or not applicable",Postpart coagul def-unsp,
+66632,"Postpartum coagulation defects, delivered, with mention of postpartum complication",P/p coag def-del w p/p,
+66634,"Postpartum coagulation defects, postpartum condition or complication",Postpart coag def-postpa,
+66700,"Retained placenta without hemorrhage, unspecified as to episode of care or not applicable",Retain placenta NOS-unsp,
+66702,"Retained placenta without hemorrhage, delivered, with mention of postpartum complication",Retnd plac NOS-del w p/p,
+66704,"Retained placenta without hemorrhage, postpartum condition or complication",Retain plac NOS-postpart,
+66710,"Retained portions of placenta or membranes, without hemorrhage, unspecified as to episode of care or not applicable",Retain prod concept-unsp,
+66712,"Retained portions of placenta or membranes, without hemorrhage, delivered, with mention of postpartum complication",Ret prod conc-del w p/p,
+66714,"Retained portions of placenta or membranes, without hemorrhage, postpartum condition or complication",Ret prod concept-postpar,
+66800,"Pulmonary complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Pulm compl in del-unspec,
+66801,"Pulmonary complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Pulm compl in del-deliv,
+66802,"Pulmonary complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Pulm complic-del w p/p,
+66803,"Pulmonary complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Pulm complicat-antepart,
+66804,"Pulmonary complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Pulm complicat-postpart,
+66810,"Cardiac complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Heart compl in del-unsp,
+66811,"Cardiac complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Heart compl in del-deliv,
+66812,"Cardiac complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Heart compl-del w p/p,
+66813,"Cardiac complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Heart complic-antepart,
+66814,"Cardiac complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Heart complic-postpart,
+66820,"Central nervous system complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Cns compl labor/del-unsp,
+66821,"Central nervous system complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Cns compl lab/del-deliv,
+66822,"Central nervous system complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Cns complic-del w p/p,
+66823,"Central nervous system complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Cns compl in del-antepar,
+66824,"Central nervous system complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Cns compl in del-postpar,
+66880,"Other complications of anesthesia or other sedation in labor and delivery, unspecified as to episode of care or not applicable",Anesth comp del NEC-unsp,
+66881,"Other complications of anesthesia or other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Anesth compl NEC-deliver,
+66882,"Other complications of anesthesia or other sedation in labor and delivery, delivered, with mention of postpartum complication",Anesth compl NEC-del p/p,
+66883,"Other complications of anesthesia or other sedation in labor and delivery, antepartum condition or complication",Anesth compl antepartum,
+66884,"Other complications of anesthesia or other sedation in labor and delivery, postpartum condition or complication",Anesth compl-postpartum,
+66890,"Unspecified complication of anesthesia and other sedation in labor and delivery, unspecified as to episode of care or not applicable",Anesth comp del NOS-unsp,
+66891,"Unspecified complication of anesthesia and other sedation in labor and delivery, delivered, with or without mention of antepartum condition",Anesth compl NOS-deliver,
+66892,"Unspecified complication of anesthesia and other sedation in labor and delivery, delivered, with mention of postpartum complication",Anesth compl NOS-del p/p,
+66893,"Unspecified complication of anesthesia and other sedation in labor and delivery, antepartum condition or complication",Anesth compl-antepartum,
+66894,"Unspecified complication of anesthesia and other sedation in labor and delivery, postpartum condition or complication",Anesth compl-postpartum,
+66900,"Maternal distress complicating labor and delivery, unspecified as to episode of care or not applicable",Maternal distress-unspec,
+66901,"Maternal distress complicating labor and delivery, delivered, with or without mention of antepartum condition",Maternal distress-deliv,
+66902,"Maternal distress complicating labor and delivery, delivered, with mention of postpartum complication",Matern distres-del w p/p,
+66903,"Maternal distress complicating labor and delivery, antepartum condition or complication",Matern distress-antepar,
+66904,"Maternal distress complicating labor and delivery, postpartum condition or complication",Matern distress-postpart,
+66910,"Shock during or following labor and delivery, unspecified as to episode of care or not applicable",Obstetric shock-unspec,
+66911,"Shock during or following labor and delivery, delivered, with or without mention of antepartum condition",Obstetric shock-deliver,
+66912,"Shock during or following labor and delivery, delivered, with mention of postpartum complication",Obstet shock-deliv w p/p,
+66913,"Shock during or following labor and delivery, antepartum condition or complication",Obstetric shock-antepar,
+66914,"Shock during or following labor and delivery, postpartum condition or complication",Obstetric shock-postpart,
+66920,"Maternal hypotension syndrome, unspecified as to episode of care or not applicable",Matern hypotens syn-unsp,
+66921,"Maternal hypotension syndrome, delivered, with or without mention of antepartum condition",Matern hypoten syn-deliv,
+66922,"Maternal hypotension syndrome, delivered, with mention of postpartum complication",Matern hypoten-del w p/p,
+66923,"Maternal hypotension syndrome, antepartum condition or complication",Matern hypotens-antepar,
+66924,"Maternal hypotension syndrome, postpartum condition or complication",Matern hypotens-postpart,
+66930,"Acute kidney failure following labor and delivery, unspecified as to episode of care or not applicable",Ac kidny fail w del-unsp,
+66932,"Acute kidney failure following labor and delivery, delivered, with mention of postpartum complication",Ac kidney fail-del w p/p,
+66934,"Acute kidney failure following labor and delivery, postpartum condition or complication",Ac kidney fail-postpart,
+66940,"Other complications of obstetrical surgery and procedures, unspecified as to episode of care or not applicable",Oth ob surg compl-unspec,
+66941,"Other complications of obstetrical surgery and procedures, delivered, with or without mention of antepartum condition",Oth ob compl-delivered,
+66942,"Other complications of obstetrical surgery and procedures, delivered, with mention of postpartum complication",Oth ob compl-deliv w p/p,
+66943,"Other complications of obstetrical surgery and procedures, antepartum condition or complication",Complc ob surg anteprtm,
+66944,"Other complications of obstetrical surgery and procedures, postpartum condition or complication",Oth ob surg compl-postpa,
+66950,"Forceps or vacuum extractor delivery without mention of indication, unspecified as to episode of care or not applicable",Forcep deliv NOS-unspec,
+66951,"Forceps or vacuum extractor delivery without mention of indication, delivered, with or without mention of antepartum condition",Forcep deliv NOS-deliver,
+66960,"Breech extraction, without mention of indication, unspecified as to episode of care or not applicable",Breech extr NOS-unspec,
+66961,"Breech extraction, without mention of indication, delivered, with or without mention of antepartum condition",Breech extr NOS-deliver,
+66970,"Cesarean delivery, without mention of indication, unspecified as to episode of care or not applicable",Cesarean deliv NOS-unsp,
+66971,"Cesarean delivery, without mention of indication, delivered, with or without mention of antepartum condition",Cesarean delivery NOS,
+66980,"Other complications of labor and delivery, unspecified as to episode of care or not applicable",Compl lab/deliv NEC-unsp,
+66981,"Other complications of labor and delivery, delivered, with or without mention of antepartum condition",Comp lab/deliv NEC-deliv,
+66982,"Other complications of labor and delivery, delivered, with mention of postpartum complication",Compl del NEC-del w p/p,
+66983,"Other complications of labor and delivery, antepartum condition or complication",Compl deliv NEC-antepar,
+66984,"Other complications of labor and delivery, postpartum condition or complication",Compl deliv NEC-postpart,
+66990,"Unspecified complication of labor and delivery, unspecified as to episode of care or not applicable",Compl lab/deliv NOS-unsp,
+66991,"Unspecified complication of labor and delivery, delivered, with or without mention of antepartum condition",Comp lab/deliv NOS-deliv,
+66992,"Unspecified complication of labor and delivery, delivered, with mention of postpartum complication",Compl del NOS-del w p/p,
+66993,"Unspecified complication of labor and delivery, antepartum condition or complication",Compl deliv NOS-antepar,
+66994,"Unspecified complication of labor and delivery, postpartum condition or complication",Compl deliv NOS-postpart,
+67000,"Major puerperal infection, unspecified as to episode of care or not applicable",Maj puerp inf NOS-unsp,
+67002,"Major puerperal infection, delivered, with mention of postpartum complication",Maj puer inf NOS-del p/p,
+67004,"Major puerperal infection, postpartum condition or complication",Major puerp inf NOS-p/p,
+67010,"Puerperal endometritis, unspecified as to episode of care or not applicable",Puerp endometritis-unsp,
+67012,"Puerperal endometritis, delivered, with mention of postpartum complication",Puerp endomet del w p/p,
+67014,"Puerperal endometritis, postpartum condition or complication",Puerp endomet-postpart,
+67020,"Puerperal sepsis, unspecified as to episode of care or not applicable",Puerperal sepsis-unsp,
+67022,"Puerperal sepsis, delivered, with mention of postpartum complication",Puerprl sepsis-del w p/p,
+67024,"Puerperal sepsis, postpartum condition or complication",Puerperl sepsis-postpart,
+67030,"Puerperal septic thrombophlebitis, unspecified as to episode of care or not applicable",Puerp septc thromb-unsp,
+67032,"Puerperal septic thrombophlebitis, delivered, with mention of postpartum complication",Prp sptc thrmb-del w p/p,
+67034,"Puerperal septic thrombophlebitis, postpartum condition or complication",Prp septc thrmb-postpart,
+67080,"Other major puerperal infection, unspecified as to episode of care or not applicable",Maj prp infec NEC-unspec,
+67082,"Other major puerperal infection, delivered, with mention of postpartum complication",Maj prp inf NEC-dl w p/p,
+67084,"Other major puerperal infection, postpartum condition or complication",Maj puerp infec NEC-p/p,
+67100,"Varicose veins of legs complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Varic vein leg preg-unsp,
+67101,"Varicose veins of legs complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Varicose vein leg-deliv,
+67102,"Varicose veins of legs complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Varic vein leg-del w p/p,
+67103,"Varicose veins of legs complicating pregnancy and the puerperium, antepartum condition or complication",Varic vein leg-antepart,
+67104,"Varicose veins of legs complicating pregnancy and the puerperium, postpartum condition or complication",Varic vein leg-postpart,
+67110,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Varic vulva preg-unspec,
+67111,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Varicose vulva-delivered,
+67112,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Varicose vulva-del w p/p,
+67113,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, antepartum condition or complication",Varicose vulva-antepart,
+67114,"Varicose veins of vulva and perineum complicating pregnancy and the puerperium, postpartum condition or complication",Varicose vulva-postpart,
+67120,"Superficial thrombophlebitis complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Thrombophleb preg-unspec,
+67121,"Superficial thrombophlebitis complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Thrombophlebitis-deliver,
+67122,"Superficial thrombophlebitis complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Thrombophleb-deliv w p/p,
+67123,"Superficial thrombophlebitis complicating pregnancy and the puerperium, antepartum condition or complication",Thrombophlebit-antepart,
+67124,"Superficial thrombophlebitis complicating pregnancy and the puerperium, postpartum condition or complication",Thrombophlebit-postpart,
+67130,"Deep phlebothrombosis, antepartum, unspecified as to episode of care or not applicable",Deep thromb antepar-unsp,
+67131,"Deep phlebothrombosis, antepartum, delivered, with or without mention of antepartum condition",Deep throm antepar-deliv,
+67133,"Deep phlebothrombosis, antepartum, antepartum condition or complication",Deep vein thromb-antepar,
+67140,"Deep phlebothrombosis, postpartum, unspecified as to episode of care or not applicable",Deep thromb postpar-unsp,
+67142,"Deep phlebothrombosis, postpartum, delivered, with mention of postpartum complication",Thromb postpar-del w p/p,
+67144,"Deep phlebothrombosis, postpartum, postpartum condition or complication",Deep vein thromb-postpar,
+67150,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, unspecified as to episode of care or not applicable",Thrombosis NEC preg-unsp,
+67151,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Thrombosis NEC-delivered,
+67152,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, delivered, with mention of postpartum complication",Thromb NEC-deliv w p/p,
+67153,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, antepartum condition or complication",Thrombosis NEC-antepart,
+67154,"Other phlebitis and thrombosis complicating pregnancy and the puerperium, postpartum condition or complication",Thrombosis NEC-postpart,
+67180,"Other venous complications of pregnancy and the puerperium, unspecified as to episode of care or not applicable",Ven compl preg NEC-unsp,
+67181,"Other venous complications of pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Venous compl NEC-deliver,
+67182,"Other venous complications of pregnancy and the puerperium, delivered, with mention of postpartum complication",Ven comp NEC-deliv w p/p,
+67183,"Other venous complications of pregnancy and the puerperium, antepartum condition or complication",Venous compl NEC-antepar,
+67184,"Other venous complications of pregnancy and the puerperium, postpartum condition or complication",Venous compl NEC-postpar,
+67190,"Unspecified venous complication of pregnancy and the puerperium, unspecified as to episode of care or not applicable",Ven compl preg NOS-unsp,
+67191,"Unspecified venous complication of pregnancy and the puerperium, delivered, with or without mention of antepartum condition",Venous compl NOS-deliver,
+67192,"Unspecified venous complication of pregnancy and the puerperium, delivered, with mention of postpartum complication",Ven comp NOS-deliv w p/p,
+67193,"Unspecified venous complication of pregnancy and the puerperium, antepartum condition or complication",Venous compl NOS-antepar,
+67194,"Unspecified venous complication of pregnancy and the puerperium, postpartum condition or complication",Venous compl NOS-postpar,
+67200,"Pyrexia of unknown origin during the puerperium, unspecified as to episode of care or not applicable",Puerperal pyrexia-unspec,
+67202,"Pyrexia of unknown origin during the puerperium, delivered, with mention of postpartum complication",Puerp pyrexia-del w p/p,
+67204,"Pyrexia of unknown origin during the puerperium, postpartum condition or complication",Puerp pyrexia-postpartum,
+67300,"Obstetrical air embolism, unspecified as to episode of care or not applicable",Ob air embolism-unspec,
+67301,"Obstetrical air embolism, delivered, with or without mention of antepartum condition",Ob air embolism-deliver,
+67302,"Obstetrical air embolism, delivered, with mention of postpartum complication",Ob air embol-deliv w p/p,
+67303,"Obstetrical air embolism, antepartum condition or complication",Ob air embolism-antepart,
+67304,"Obstetrical air embolism, postpartum condition or complication",Ob air embolism-postpart,
+67310,"Amniotic fluid embolism, unspecified as to episode of care or not applicable",Amniotic embolism-unspec,
+67311,"Amniotic fluid embolism, delivered, with or without mention of antepartum condition",Amniotic embolism-deliv,
+67312,"Amniotic fluid embolism, delivered, with mention of postpartum complication",Amniot embol-deliv w p/p,
+67313,"Amniotic fluid embolism, antepartum condition or complication",Amniotic embol-antepart,
+67314,"Amniotic fluid embolism, postpartum condition or complication",Amniotic embol-postpart,
+67320,"Obstetrical blood-clot embolism, unspecified as to episode of care or not applicable",Ob pulm embol NOS-unspec,
+67321,"Obstetrical blood-clot embolism, delivered, with or without mention of antepartum condition",Pulm embol NOS-delivered,
+67322,"Obstetrical blood-clot embolism, delivered, with mention of postpartum complication",Pulm embol NOS-del w p/p,
+67323,"Obstetrical blood-clot embolism, antepartum condition or complication",Pulm embol NOS-antepart,
+67324,"Obstetrical blood-clot embolism, postpartum condition or complication",Pulm embol NOS-postpart,
+67330,"Obstetrical pyemic and septic embolism, unspecified as to episode of care or not applicable",Ob pyemic embol-unspec,
+67331,"Obstetrical pyemic and septic embolism, delivered, with or without mention of antepartum condition",Ob pyemic embol-deliver,
+67332,"Obstetrical pyemic and septic embolism, delivered, with mention of postpartum complication",Ob pyem embol-del w p/p,
+67333,"Obstetrical pyemic and septic embolism, antepartum condition or complication",Ob pyemic embol-antepart,
+67334,"Obstetrical pyemic and septic embolism, postpartum condition or complication",Ob pyemic embol-postpart,
+67380,"Other obstetrical pulmonary embolism, unspecified as to episode of care or not applicable",Ob pulmon embol NEC-unsp,
+67381,"Other obstetrical pulmonary embolism, delivered, with or without mention of antepartum condition",Pulmon embol NEC-deliver,
+67382,"Other obstetrical pulmonary embolism, delivered, with mention of postpartum complication",Pulm embol NEC-del w p/p,
+67383,"Other obstetrical pulmonary embolism, antepartum condition or complication",Pulmon embol NEC-antepar,
+67384,"Other obstetrical pulmonary embolism, postpartum condition or complication",Pulmon embol NEC-postpar,
+67400,"Cerebrovascular disorders in the puerperium, unspecified as to episode of care or not applicable",Puerp cerebvasc dis-unsp,
+67401,"Cerebrovascular disorders in the puerperium, delivered, with or without mention of antepartum condition",Puerp cerebvas dis-deliv,
+67402,"Cerebrovascular disorders in the puerperium, delivered, with mention of postpartum complication",Cerebvas dis-deliv w p/p,
+67403,"Cerebrovascular disorders in the puerperium, antepartum condition or complication",Cerebrovasc dis-antepart,
+67404,"Cerebrovascular disorders in the puerperium, postpartum condition or complication",Cerebrovasc dis-postpart,
+67410,"Disruption of cesarean wound, unspecified as to episode of care or not applicable",Disrupt c-sect wnd-unsp,
+67412,"Disruption of cesarean wound, delivered, with mention of postpartum complication",Disrupt c-sect-del w p/p,
+67414,"Disruption of cesarean wound, postpartum condition or complication",Disrupt c-sect-postpart,
+67420,"Disruption of perineal wound, unspecified as to episode of care or not applicable",Disrupt perineum-unspec,
+67422,"Disruption of perineal wound, delivered, with mention of postpartum complication",Disrupt perin-del w p/p,
+67424,"Disruption of perineal wound, postpartum condition or complication",Disrupt perineum-postpar,
+67430,"Other complications of obstetrical surgical wounds, unspecified as to episode of care or not applicable",Ob surg compl NEC-unspec,
+67432,"Other complications of obstetrical surgical wounds, delivered, with mention of postpartum complication",Ob surg compl-del w p/p,
+67434,"Other complications of obstetrical surgical wounds, postpartum condition or complication",Ob surg comp NEC-postpar,
+67440,"Placental polyp, unspecified as to episode of care or not applicable",Placental polyp-unspec,
+67442,"Placental polyp, delivered, with mention of postpartum complication",Placent polyp-del w p/p,
+67444,"Placental polyp, postpartum condition or complication",Placental polyp-postpart,
+67450,"Peripartum cardiomyopathy, unspecified as to episode of care or not applicable",Peripart cardiomy-unspec,
+67451,"Peripartum cardiomyopathy, delivered, with or without mention of antepartum condition",Peripartum cardiomy-del,
+67452,"Peripartum cardiomyopathy, delivered, with mention of postpartum condition",Peripart card del w p/p,
+67453,"Peripartum cardiomyopathy, antepartum condition or complication",Peripartum card-antepart,
+67454,"Peripartum cardiomyopathy, postpartum condition or complication",Peripartum card-postpart,
+67480,"Other complications of puerperium, unspecified as to episode of care or not applicable",Puerp compl NEC-unspec,
+67482,"Other complications of puerperium, delivered, with mention of postpartum complication",Puerp comp NEC-del w p/p,
+67484,"Other complications of puerperium, postpartum condition or complication",Puerp compl NEC-postpart,
+67490,"Unspecified complications of puerperium, unspecified as to episode of care or not applicable",Puerp compl NOS-unspec,
+67492,"Unspecified complications of puerperium, delivered, with mention of postpartum complication",Puerp comp NOS-del w p/p,
+67494,"Unspecified complications of puerperium, postpartum condition or complication",Puerp compl NOS-postpart,
+67500,"Infections of nipple associated with childbirth, unspecified as to episode of care or not applicable",Infect nipple preg-unsp,
+67501,"Infections of nipple associated with childbirth, delivered, with or without mention of antepartum condition",Infect nipple-delivered,
+67502,"Infections of nipple associated with childbirth, delivered, with mention of postpartum complication",Infect nipple-del w p/p,
+67503,"Infections of nipple associated with childbirth, antepartum condition or complication",Infect nipple-antepartum,
+67504,"Infections of nipple associated with childbirth, postpartum condition or complication",Infect nipple-postpartum,
+67510,"Abscess of breast associated with childbirth, unspecified as to episode of care or not applicable",Breast abscess preg-unsp,
+67511,"Abscess of breast associated with childbirth, delivered, with or without mention of antepartum condition",Breast abscess-delivered,
+67512,"Abscess of breast associated with childbirth, delivered, with mention of postpartum complication",Breast abscess-del w p/p,
+67513,"Abscess of breast associated with childbirth, antepartum condition or complication",Breast abscess-antepart,
+67514,"Abscess of breast associated with childbirth, postpartum condition or complication",Breast abscess-postpart,
+67520,"Nonpurulent mastitis associated with childbirth, unspecified as to episode of care or not applicable",Mastitis in preg-unspec,
+67521,"Nonpurulent mastitis associated with childbirth, delivered, with or without mention of antepartum condition",Mastitis-delivered,
+67522,"Nonpurulent mastitis associated with childbirth, delivered, with mention of postpartum complication",Mastitis-deliv w p/p,
+67523,"Nonpurulent mastitis associated with childbirth, antepartum condition or complication",Mastitis-antepartum,
+67524,"Nonpurulent mastitis associated with childbirth, postpartum condition or complication",Mastitis-postpartum,
+67580,"Other specified infections of the breast and nipple associated with childbirth, unspecified as to episode of care or not applicable",Breast inf preg NEC-unsp,
+67581,"Other specified infections of the breast and nipple associated with childbirth, delivered, with or without mention of antepartum condition",Breast infect NEC-deliv,
+67582,"Other specified infections of the breast and nipple associated with childbirth, delivered, with mention of postpartum complication",Breast inf NEC-del w p/p,
+67583,"Other specified infections of the breast and nipple associated with childbirth, antepartum condition or complication",Breast inf NEC-antepart,
+67584,"Other specified infections of the breast and nipple associated with childbirth, postpartum condition or complication",Breast inf NEC-postpart,
+67590,"Unspecified infection of the breast and nipple associated with childbirth, unspecified as to episode of care or not applicable",Breast inf preg NOS-unsp,
+67591,"Unspecified infection of the breast and nipple associated with childbirth, delivered, with or without mention of antepartum condition",Breast infect NOS-deliv,
+67592,"Unspecified infection of the breast and nipple associated with childbirth, delivered, with mention of postpartum complication",Breast inf NOS-del w p/p,
+67593,"Unspecified infection of the breast and nipple associated with childbirth, antepartum condition or complication",Breast inf NOS-antepart,
+67594,"Unspecified infection of the breast and nipple associated with childbirth, postpartum condition or complication",Breast inf NOS-postpart,
+67600,"Retracted nipple associated with childbirth, unspecified as to episode of care or not applicable",Retract nipple preg-unsp,
+67601,"Retracted nipple associated with childbirth, delivered, with or without mention of antepartum condition",Retracted nipple-deliver,
+67602,"Retracted nipple associated with childbirth, delivered, with mention of postpartum complication",Retract nipple-del w p/p,
+67603,"Retracted nipple associated with childbirth, antepartum condition or complication",Retract nipple-antepart,
+67604,"Retracted nipple associated with childbirth, postpartum condition or complication",Retract nipple-postpart,
+67610,"Cracked nipple associated with childbirth, unspecified as to episode of care or not applicable",Cracked nipple preg-unsp,
+67611,"Cracked nipple associated with childbirth, delivered, with or without mention of antepartum condition",Cracked nipple-delivered,
+67612,"Cracked nipple associated with childbirth, delivered, with mention of postpartum complication",Cracked nipple-del w p/p,
+67613,"Cracked nipple associated with childbirth, antepartum condition or complication",Cracked nipple-antepart,
+67614,"Cracked nipple associated with childbirth, postpartum condition or complication",Cracked nipple-postpart,
+67620,"Engorgement of breasts associated with childbirth, unspecified as to episode of care or not applicable",Breast engorge-unspec,
+67621,"Engorgement of breasts associated with childbirth, delivered, with or without mention of antepartum condition",Breast engorge-delivered,
+67622,"Engorgement of breasts associated with childbirth, delivered, with mention of postpartum complication",Breast engorge-del w p/p,
+67623,"Engorgement of breasts associated with childbirth, antepartum condition or complication",Breast engorge-antepart,
+67624,"Engorgement of breasts associated with childbirth, postpartum condition or complication",Breast engorge-postpart,
+67630,"Other and unspecified disorder of breast associated with childbirth, unspecified as to episode of care or not applicable",Breast dis preg NEC-unsp,
+67631,"Other and unspecified disorder of breast associated with childbirth, delivered, with or without mention of antepartum condition",Breast dis NEC-delivered,
+67632,"Other and unspecified disorder of breast associated with childbirth, delivered, with mention of postpartum complication",Breast dis NEC-del w p/p,
+67633,"Other and unspecified disorder of breast associated with childbirth, antepartum condition or complication",Breast dis NEC-antepart,
+67634,"Other and unspecified disorder of breast associated with childbirth, postpartum condition or complication",Breast dis NEC-postpart,
+67640,"Failure of lactation, unspecified as to episode of care or not applicable",Lactation fail-unspec,
+67641,"Failure of lactation, delivered, with or without mention of antepartum condition",Lactation fail-delivered,
+67642,"Failure of lactation, delivered, with mention of postpartum complication",Lactation fail-del w p/p,
+67643,"Failure of lactation, antepartum condition or complication",Lactation fail-antepart,
+67644,"Failure of lactation, postpartum condition or complication",Lactation fail-postpart,
+67650,"Suppressed lactation, unspecified as to episode of care or not applicable",Suppr lactation-unspec,
+67651,"Suppressed lactation, delivered, with or without mention of antepartum condition",Suppr lactation-deliver,
+67652,"Suppressed lactation, delivered, with mention of postpartum complication",Suppr lactat-del w p/p,
+67653,"Suppressed lactation, antepartum condition or complication",Suppr lactation-antepar,
+67654,"Suppressed lactation, postpartum condition or complication",Suppr lactation-postpart,
+67660,"Galactorrhea associated with childbirth, unspecified as to episode of care or not applicable",Galactorrhea preg-unspec,
+67661,"Galactorrhea associated with childbirth, delivered, with or without mention of antepartum condition",Galactorrhea-delivered,
+67662,"Galactorrhea associated with childbirth, delivered, with mention of postpartum complication",Galactorrhea-del w p/p,
+67663,"Galactorrhea associated with childbirth, antepartum condition or complication",Galactorrhea-antepartum,
+67664,"Galactorrhea associated with childbirth, postpartum condition or complication",Galactorrhea-postpartum,
+67680,"Other disorders of lactation, unspecified as to episode of care or not applicable",Lactation dis NEC-unspec,
+67681,"Other disorders of lactation, delivered, with or without mention of antepartum condition",Lactation dis NEC-deliv,
+67682,"Other disorders of lactation, delivered, with mention of postpartum complication",Lactat dis NEC-del w p/p,
+67683,"Other disorders of lactation, antepartum condition or complication",Lactat dis NEC-antepart,
+67684,"Other disorders of lactation, postpartum condition or complication",Lactat dis NEC-postpart,
+67690,"Unspecified disorder of lactation, unspecified as to episode of care or not applicable",Lactation dis NOS-unspec,
+67691,"Unspecified disorder of lactation, delivered, with or without mention of antepartum condition",Lactation dis NOS-deliv,
+67692,"Unspecified disorder of lactation, delivered, with mention of postpartum complication",Lactat dis NOS-del w p/p,
+67693,"Unspecified disorder of lactation, antepartum condition or complication",Lactat dis NOS-antepart,
+67694,"Unspecified disorder of lactation, postpartum condition or complication",Lactat dis NOS-postpart,
+677,"Late effect of complication of pregnancy, childbirth, and the puerperium",Late effct cmplcatn preg,
+67800,"Fetal hematologic conditions, unspecified as to episode of care or not applicable",Fetal hematologic-unspec,
+67801,"Fetal hematologic conditions, delivered, with or without mention of antepartum condition",Fetal hematologic-deliv,
+67803,"Fetal hematologic conditions, antepartum condition or complication",Fetal hematologic-ante,
+67810,"Fetal conjoined twins, unspecified as to episode of care or not applicable",Fetal conjoin twins-unsp,
+67811,"Fetal conjoined twins, delivered, with or without mention of antepartum condition",Fetal conjoin twins-del,
+67813,"Fetal conjoined twins, antepartum condition or complication",Fetal conjoin twins-ante,
+67900,"Maternal complications from in utero procedure, unspecified as to episode of care or not applicable",Mat comp in utero-unsp,
+67901,"Maternal complications from in utero procedure, delivered, with or without mention of antepartum condition",Mat comp in utero-del,
+67902,"Maternal complications from in utero procedure, delivered, with mention of postpartum complication",Mat comp in utro-del-p/p,
+67903,"Maternal complications from in utero procedure, antepartum condition or complication",Mat comp in utero-ante,
+67904,"Maternal complications from in utero procedure, postpartum condition or complication",Mat comp in utero-p/p,
+67910,"Fetal complications from in utero procedure, unspecified as to episode of care or not applicable",Fetal comp in utero-unsp,
+67911,"Fetal complications from in utero procedure, delivered, with or without mention of antepartum condition",Fetal comp in utero-del,
+67912,"Fetal complications from in utero procedure, delivered, with mention of postpartum complication",Ftl cmp in utro-del-p/p,
+67913,"Fetal complications from in utero procedure, antepartum condition or complication",Fetal comp in utero-ante,
+67914,"Fetal complications from in utero procedure, postpartum condition or complication",Fetal comp in utero-p/p,
+6800,Carbuncle and furuncle of face,Carbuncle of face,
+6801,Carbuncle and furuncle of neck,Carbuncle of neck,
+6802,Carbuncle and furuncle of trunk,Carbuncle of trunk,
+6803,Carbuncle and furuncle of upper arm and forearm,Carbuncle of arm,
+6804,Carbuncle and furuncle of hand,Carbuncle of hand,
+6805,Carbuncle and furuncle of buttock,Carbuncle of buttock,
+6806,"Carbuncle and furuncle of leg, except foot",Carbuncle of leg,
+6807,Carbuncle and furuncle of foot,Carbuncle of foot,
+6808,Carbuncle and furuncle of other specified sites,"Carbuncle, site NEC",
+6809,Carbuncle and furuncle of unspecified site,Carbuncle NOS,
+68100,"Cellulitis and abscess of finger, unspecified","Cellulitis, finger NOS",
+68101,Felon,Felon,
+68102,Onychia and paronychia of finger,Onychia of finger,
+68110,"Cellulitis and abscess of toe, unspecified","Cellulitis, toe NOS",
+68111,Onychia and paronychia of toe,Onychia of toe,
+6819,Cellulitis and abscess of unspecified digit,Cellulitis of digit NOS,
+6820,Cellulitis and abscess of face,Cellulitis of face,
+6821,Cellulitis and abscess of neck,Cellulitis of neck,
+6822,Cellulitis and abscess of trunk,Cellulitis of trunk,
+6823,Cellulitis and abscess of upper arm and forearm,Cellulitis of arm,
+6824,"Cellulitis and abscess of hand, except fingers and thumb",Cellulitis of hand,
+6825,Cellulitis and abscess of buttock,Cellulitis of buttock,
+6826,"Cellulitis and abscess of leg, except foot",Cellulitis of leg,
+6827,"Cellulitis and abscess of foot, except toes",Cellulitis of foot,
+6828,Cellulitis and abscess of other specified sites,"Cellulitis, site NEC",
+6829,Cellulitis and abscess of unspecified sites,Cellulitis NOS,
+683,Acute lymphadenitis,Acute lymphadenitis,
+684,Impetigo,Impetigo,
+6850,Pilonidal cyst with abscess,Pilonidal cyst w abscess,
+6851,Pilonidal cyst without mention of abscess,Pilonidal cyst w/o absc,
+68600,"Pyoderma, unspecified",Pyoderma NOS,
+68601,Pyoderma gangrenosum,Pyoderma gangrenosum,
+68609,Other pyoderma,Pyoderma NEC,
+6861,Pyogenic granuloma of skin and subcutaneous tissue,Pyogenic granuloma,
+6868,Other specified local infections of skin and subcutaneous tissue,Local skin infection NEC,
+6869,Unspecified local infection of skin and subcutaneous tissue,Local skin infection NOS,
+69010,"Seborrheic dermatitis, unspecified",Sebrrheic dermatitis NOS,
+69011,Seborrhea capitis,Seborrhea capitis,
+69012,Seborrheic infantile dermatitis,Sbrheic infantl drmtitis,
+69018,Other seborrheic dermatitis,Sebrrheic dermatitis NEC,
+6908,Other erythematosquamous dermatosis,Erythmtsquamous derm NEC,
+6910,Diaper or napkin rash,Diaper or napkin rash,
+6918,Other atopic dermatitis and related conditions,Other atopic dermatitis,
+6920,Contact dermatitis and other eczema due to detergents,Detergent dermatitis,
+6921,Contact dermatitis and other eczema due to oils and greases,Oil & grease dermatitis,
+6922,Contact dermatitis and other eczema due to solvents,Solvent dermatitis,
+6923,Contact dermatitis and other eczema due to drugs and medicines in contact with skin,Topical med dermatitis,
+6924,Contact dermatitis and other eczema due to other chemical products,Chemical dermatitis NEC,
+6925,Contact dermatitis and other eczema due to food in contact with skin,Topical food dermatitis,
+6926,Contact dermatitis and other eczema due to plants [except food],Dermatitis due to plant,
+69270,Unspecified dermatitis due to sun,Solar dermatitis NOS,
+69271,Sunburn,Sunburn,
+69272,Acute dermatitis due to solar radiation,Act drmtitis solar rdiat,
+69273,Actinic reticuloid and actinic granuloma,Actnc retic actnc grnlma,
+69274,Other chronic dermatitis due to solar radiation,Oth chr drmtit solar rad,
+69275,Disseminated superficial actinic porokeratosis (DSAP),Dis sup actnc porokrtsis,
+69276,Sunburn of second degree,2nd degree sunburn,
+69277,Sunburn of third degree,3rd degree sunburn,
+69279,Other dermatitis due to solar radiation,Oth dermatitis solar rad,
+69281,Dermatitis due to cosmetics,Cosmetic dermatitis,
+69282,Dermatitis due to other radiation,Dermatitis oth radiation,
+69283,Dermatitis due to metals,Dermatitis metals,
+69284,Contact dermatitis and other eczema due to animal (cat) (dog) dander,Contact drmatitis-animal,
+69289,Contact dermatitis and other eczema due to other specified agents,Dermatitis NEC,
+6929,"Contact dermatitis and other eczema, unspecified cause",Dermatitis NOS,
+6930,Dermatitis due to drugs and medicines taken internally,Drug dermatitis NOS,
+6931,Dermatitis due to food taken internally,Dermat d/t food ingest,
+6938,Dermatitis due to other specified substances taken internally,Dermat d/t int agent NEC,
+6939,Dermatitis due to unspecified substance taken internally,Dermat d/t int agent NOS,
+6940,Dermatitis herpetiformis,Dermatitis herpetiformis,
+6941,Subcorneal pustular dermatosis,Subcorneal pust dermatos,
+6942,Juvenile dermatitis herpetiformis,Juven dermat herpetiform,
+6943,Impetigo herpetiformis,Impetigo herpetiformis,
+6944,Pemphigus,Pemphigus,
+6945,Pemphigoid,Pemphigoid,
+69460,Benign mucous membrane pemphigoid without mention of ocular involvement,Bn mucous memb pemph NOS,
+69461,Benign mucous membrane pemphigoid with ocular involvement,Ocular pemphigus,
+6948,Other specified bullous dermatoses,Bullous dermatoses NEC,
+6949,Unspecified bullous dermatoses,Bullous dermatoses NOS,
+6950,Toxic erythema,Toxic erythema,
+69510,"Erythema multiforme, unspecified",Erythema multiforme NOS,
+69511,Erythema multiforme minor,Erythma multiforme minor,
+69512,Erythema multiforme major,Erythema multiforme maj,
+69513,Stevens-Johnson syndrome,Stevens-Johnson syndrome,
+69514,Stevens-Johnson syndrome-toxic epidermal necrolysis overlap syndrome,Stevens-Johnson-TEN syn,
+69515,Toxic epidermal necrolysis,Toxic epidrml necrolysis,
+69519,Other erythema multiforme,Erythema multiforme NEC,
+6952,Erythema nodosum,Erythema nodosum,
+6953,Rosacea,Rosacea,
+6954,Lupus erythematosus,Lupus erythematosus,
+69550,Exfoliation due to erythematous condition involving less than 10 percent of body surface,Exfol d/t eryth <10% bdy,
+69551,Exfoliation due to erythematous condition involving 10-19 percent of body surface,Exfl d/t eryth 10-19 bdy,
+69552,Exfoliation due to erythematous condition involving 20-29 percent of body surface,Exfl d/t eryth 20-29 bdy,
+69553,Exfoliation due to erythematous condition involving 30-39 percent of body surface,Exfl d/t eryth 30-39 bdy,
+69554,Exfoliation due to erythematous condition involving 40-49 percent of body surface,Exfl d/t eryth 40-49 bdy,
+69555,Exfoliation due to erythematous condition involving 50-59 percent of body surface,Exfl d/t eryth 50-59 bdy,
+69556,Exfoliation due to erythematous condition involving 60-69 percent of body surface,Exfl d/t eryth 60-69 bdy,
+69557,Exfoliation due to erythematous condition involving 70-79 percent of body surface,Exfl d/t eryth 70-79 bdy,
+69558,Exfoliation due to erythematous condition involving 80-89 percent of body surface,Exfl d/t eryth 80-89 bdy,
+69559,Exfoliation due to erythematous condition involving 90 percent or more of body surface,Exfl d/t eryth >=90% bdy,
+69581,Ritter's disease,Ritter's disease,
+69589,Other specified erythematous conditions,Erythematous cond NEC,
+6959,Unspecified erythematous condition,Erythematous cond NOS,
+6960,Psoriatic arthropathy,Psoriatic arthropathy,
+6961,Other psoriasis,Other psoriasis,
+6962,Parapsoriasis,Parapsoriasis,
+6963,Pityriasis rosea,Pityriasis rosea,
+6964,Pityriasis rubra pilaris,Pityriasis rubra pilaris,
+6965,Other and unspecified pityriasis,Pityriasis NEC & NOS,
+6968,Other psoriasis and similar disorders,Psorias related dis NEC,
+6970,Lichen planus,Lichen planus,
+6971,Lichen nitidus,Lichen nitidus,
+6978,"Other lichen, not elsewhere classified",Lichen NEC,
+6979,"Lichen, unspecified",Lichen NOS,
+6980,Pruritus ani,Pruritus ani,
+6981,Pruritus of genital organs,Pruritus of genitalia,
+6982,Prurigo,Prurigo,
+6983,Lichenification and lichen simplex chronicus,Lichenification,
+6984,Dermatitis factitia [artefacta],Dermatitis factitia,
+6988,Other specified pruritic conditions,Pruritic conditions NEC,
+6989,Unspecified pruritic disorder,Pruritic disorder NOS,
+700,Corns and callosities,Corns and callosities,
+7010,Circumscribed scleroderma,Circumscribe scleroderma,
+7011,"Keratoderma, acquired","Keratoderma, acquired",
+7012,Acquired acanthosis nigricans,Acq acanthosis nigricans,
+7013,Striae atrophicae,Striae atrophicae,
+7014,Keloid scar,Keloid scar,
+7015,Other abnormal granulation tissue,Abnormal granulation NEC,
+7018,Other specified hypertrophic and atrophic conditions of skin,Skin hypertro/atroph NEC,
+7019,Unspecified hypertrophic and atrophic conditions of skin,Skin hypertro/atroph NOS,
+7020,Actinic keratosis,Actinic keratosis,
+70211,Inflamed seborrheic keratosis,Inflamed sbrheic keratos,
+70219,Other seborrheic keratosis,Other sborheic keratosis,
+7028,Other specified dermatoses,Other specf dermatoses,
+7030,Ingrowing nail,Ingrowing nail,
+7038,Other specified diseases of nail,Diseases of nail NEC,
+7039,Unspecified disease of nail,Disease of nail NOS,
+70400,"Alopecia, unspecified",Alopecia NOS,
+70401,Alopecia areata,Alopecia areata,
+70402,Telogen effluvium,Telogen effluvium,
+70409,Other alopecia,Alopecia NEC,
+7041,Hirsutism,Hirsutism,
+7042,Abnormalities of the hair,Abnormalities of hair,
+7043,Variations in hair color,Variations in hair color,
+70441,Pilar cyst,Pilar cyst,
+70442,Trichilemmal cyst,Trichilemmal cyst,
+7048,Other specified diseases of hair and hair follicles,Hair diseases NEC,
+7049,Unspecified disease of hair and hair follicles,Hair disease NOS,
+7050,Anhidrosis,Anhidrosis,
+7051,Prickly heat,Prickly heat,
+70521,Primary focal hyperhidrosis,Primary focal hyprhidros,
+70522,Secondary focal hyperhidrosis,Sec focal hyperhidrosis,
+70581,Dyshidrosis,Dyshidrosis,
+70582,Fox-Fordyce disease,Fox-fordyce disease,
+70583,Hidradenitis,Hidradenitis,
+70589,Other specified disorders of sweat glands,Sweat gland disorder NEC,
+7059,Unspecified disorder of sweat glands,Sweat gland disorder NOS,
+7060,Acne varioliformis,Acne varioliformis,
+7061,Other acne,Acne NEC,
+7062,Sebaceous cyst,Sebaceous cyst,
+7063,Seborrhea,Seborrhea,
+7068,Other specified diseases of sebaceous glands,Sebaceous gland dis NEC,
+7069,Unspecified disease of sebaceous glands,Sebaceous gland dis NOS,
+70700,"Pressure ulcer, unspecified site","Pressure ulcer, site NOS",
+70701,"Pressure ulcer, elbow","Pressure ulcer, elbow",
+70702,"Pressure ulcer, upper back","Pressure ulcer, upr back",
+70703,"Pressure ulcer, lower back","Pressure ulcer, low back",
+70704,"Pressure ulcer, hip","Pressure ulcer, hip",
+70705,"Pressure ulcer, buttock","Pressure ulcer, buttock",
+70706,"Pressure ulcer, ankle","Pressure ulcer, ankle",
+70707,"Pressure ulcer, heel","Pressure ulcer, heel",
+70709,"Pressure ulcer, other site","Pressure ulcer, site NEC",
+70710,"Ulcer of lower limb, unspecified",Ulcer of lower limb NOS,
+70711,Ulcer of thigh,Ulcer of thigh,
+70712,Ulcer of calf,Ulcer of calf,
+70713,Ulcer of ankle,Ulcer of ankle,
+70714,Ulcer of heel and midfoot,Ulcer of heel & midfoot,
+70715,Ulcer of other part of foot,Ulcer other part of foot,
+70719,Ulcer of other part of lower limb,Ulcer oth part low limb,
+70720,"Pressure ulcer, unspecified stage","Pressure ulcer,stage NOS",
+70721,"Pressure ulcer, stage I","Pressure ulcer, stage I",
+70722,"Pressure ulcer, stage II","Pressure ulcer, stage II",
+70723,"Pressure ulcer, stage III","Pressure ulcer,stage III",
+70724,"Pressure ulcer, stage IV","Pressure ulcer, stage IV",
+70725,"Pressure ulcer, unstageable","Pressure ulcer,unstagebl",
+7078,Chronic ulcer of other specified sites,Chronic skin ulcer NEC,
+7079,Chronic ulcer of unspecified site,Chronic skin ulcer NOS,
+7080,Allergic urticaria,Allergic urticaria,
+7081,Idiopathic urticaria,Idiopathic urticaria,
+7082,Urticaria due to cold and heat,Urticaria from cold/heat,
+7083,Dermatographic urticaria,Dermatographic urticaria,
+7084,Vibratory urticaria,Vibratory urticaria,
+7085,Cholinergic urticaria,Cholinergic urticaria,
+7088,Other specified urticaria,Urticaria NEC,
+7089,"Urticaria, unspecified",Urticaria NOS,
+70900,"Dyschromia, unspecified","Dyschromia, unspecified",
+70901,Vitiligo,Vitiligo,
+70909,Other dyschromia,Other dyschromia,
+7091,Vascular disorders of skin,Vascular disord of skin,
+7092,Scar conditions and fibrosis of skin,Scar & fibrosis of skin,
+7093,Degenerative skin disorders,Degenerative skin disord,
+7094,Foreign body granuloma of skin and subcutaneous tissue,Foreign body granul-skin,
+7098,Other specified disorders of skin,Skin disorders NEC,
+7099,Unspecified disorder of skin and subcutaneous tissue,Skin disorder NOS,
+7100,Systemic lupus erythematosus,Syst lupus erythematosus,
+7101,Systemic sclerosis,Systemic sclerosis,
+7102,Sicca syndrome,Sicca syndrome,
+7103,Dermatomyositis,Dermatomyositis,
+7104,Polymyositis,Polymyositis,
+7105,Eosinophilia myalgia syndrome,Eosinophilia myalgia snd,
+7108,Other specified diffuse diseases of connective tissue,Diff connect tis dis NEC,
+7109,Unspecified diffuse connective tissue disease,Diff connect tis dis NOS,
+71100,"Pyogenic arthritis, site unspecified",Pyogen arthritis-unspec,
+71101,"Pyogenic arthritis, shoulder region",Pyogen arthritis-shlder,
+71102,"Pyogenic arthritis, upper arm",Pyogen arthritis-up/arm,
+71103,"Pyogenic arthritis, forearm",Pyogen arthritis-forearm,
+71104,"Pyogenic arthritis, hand",Pyogen arthritis-hand,
+71105,"Pyogenic arthritis, pelvic region and thigh",Pyogen arthritis-pelvis,
+71106,"Pyogenic arthritis, lower leg",Pyogen arthritis-l/leg,
+71107,"Pyogenic arthritis, ankle and foot",Pyogen arthritis-ankle,
+71108,"Pyogenic arthritis, other specified sites",Pyogen arthritis NEC,
+71109,"Pyogenic arthritis, multiple sites",Pyogen arthritis-mult,
+71110,"Arthropathy associated with Reiter's disease and nonspecific urethritis, site unspecified",Reiter arthritis-unspec,
+71111,"Arthropathy associated with Reiter's disease and nonspecific urethritis, shoulder region",Reiter arthritis-shlder,
+71112,"Arthropathy associated with Reiter's disease and nonspecific urethritis, upper arm",Reiter arthritis-up/arm,
+71113,"Arthropathy associated with Reiter's disease and nonspecific urethritis, forearm",Reiter arthritis-forearm,
+71114,"Arthropathy associated with Reiter's disease and nonspecific urethritis, hand",Reiter arthritis-hand,
+71115,"Arthropathy associated with Reiter's disease and nonspecific urethritis, pelvic region and thigh",Reiter arthritis-pelvis,
+71116,"Arthropathy associated with Reiter's disease and nonspecific urethritis, lower leg",Reiter arthritis-l/leg,
+71117,"Arthropathy associated with Reiter's disease and nonspecific urethritis, ankle and foot",Reiter arthritis-ankle,
+71118,"Arthropathy associated with Reiter's disease and nonspecific urethritis, other specified sites",Reiter arthritis NEC,
+71119,"Arthropathy associated with Reiter's disease and nonspecific urethritis, multiple sites",Reiter arthritis-mult,
+71120,"Arthropathy in Behcet's syndrome, site unspecified",Behcet arthritis-unspec,
+71121,"Arthropathy in Behcet's syndrome, shoulder region",Behcet arthritis-shlder,
+71122,"Arthropathy in Behcet's syndrome, upper arm",Behcet arthritis-up/arm,
+71123,"Arthropathy in Behcet's syndrome, forearm",Behcet arthritis-forearm,
+71124,"Arthropathy in Behcet's syndrome, hand",Behcet arthritis-hand,
+71125,"Arthropathy in Behcet's syndrome, pelvic region and thigh",Behcet arthritis-pelvis,
+71126,"Arthropathy in Behcet's syndrome, lower leg",Behcet arthritis-l/leg,
+71127,"Arthropathy in Behcet's syndrome, ankle and foot",Behcet arthritis-ankle,
+71128,"Arthropathy in Behcet's syndrome, other specified sites",Behcet arthritis NEC,
+71129,"Arthropathy in Behcet's syndrome, multiple sites",Behcet arthritis-mult,
+71130,"Postdysenteric arthropathy, site unspecified",Dysenter arthrit-unspec,
+71131,"Postdysenteric arthropathy, shoulder region",Dysenter arthrit-shlder,
+71132,"Postdysenteric arthropathy, upper arm",Dysenter arthrit-up/arm,
+71133,"Postdysenteric arthropathy, forearm",Dysenter arthrit-forearm,
+71134,"Postdysenteric arthropathy, hand",Dysenter arthrit-hand,
+71135,"Postdysenteric arthropathy, pelvic region and thigh",Dysenter arthrit-pelvis,
+71136,"Postdysenteric arthropathy, lower leg",Dysenter arthrit-l/leg,
+71137,"Postdysenteric arthropathy, ankle and foot",Dysenter arthrit-ankle,
+71138,"Postdysenteric arthropathy, other specified sites",Dysenter arthrit NEC,
+71139,"Postdysenteric arthropathy, multiple sites",Dysenter arthrit-mult,
+71140,"Arthropathy associated with other bacterial diseases, site unspecified",Bact arthritis-unspec,
+71141,"Arthropathy associated with other bacterial diseases, shoulder region",Bact arthritis-shlder,
+71142,"Arthropathy associated with other bacterial diseases, upper arm",Bact arthritis-up/arm,
+71143,"Arthropathy associated with other bacterial diseases, forearm",Bact arthritis-forearm,
+71144,"Arthropathy associated with other bacterial diseases, hand",Bact arthritis-hand,
+71145,"Arthropathy associated with other bacterial diseases, pelvic region and thigh",Bact arthritis-pelvis,
+71146,"Arthropathy associated with other bacterial diseases, lower leg",Bact arthritis-l/leg,
+71147,"Arthropathy associated with other bacterial diseases, ankle and foot",Bact arthritis-ankle,
+71148,"Arthropathy associated with other bacterial diseases, other specified sites",Bact arthritis NEC,
+71149,"Arthropathy associated with other bacterial diseases, multiple sites",Bact arthritis-mult,
+71150,"Arthropathy associated with other viral diseases, site unspecified",Viral arthritis-unspec,
+71151,"Arthropathy associated with other viral diseases, shoulder region",Viral arthritis-shlder,
+71152,"Arthropathy associated with other viral diseases, upper arm",Viral arthritis-up/arm,
+71153,"Arthropathy associated with other viral diseases, forearm",Viral arthritis-forearm,
+71154,"Arthropathy associated with other viral diseases, hand",Viral arthritis-hand,
+71155,"Arthropathy associated with other viral diseases, pelvic region and thigh",Viral arthritis-pelvis,
+71156,"Arthropathy associated with other viral diseases, lower leg",Viral arthritis-l/leg,
+71157,"Arthropathy associated with other viral diseases, ankle and foot",Viral arthritis-ankle,
+71158,"Arthropathy associated with other viral diseases, other specified sites",Viral arthritis NEC,
+71159,"Arthropathy associated with other viral diseases, multiple sites",Viral arthritis-mult,
+71160,"Arthropathy associated with mycoses, site unspecified",Mycotic arthritis-unspec,
+71161,"Arthropathy associated with mycoses, shoulder region",Mycotic arthritis-shlder,
+71162,"Arthropathy associated with mycoses, upper arm",Mycotic arthritis-up/arm,
+71163,"Arthropathy associated with mycoses, forearm",Mycotic arthrit-forearm,
+71164,"Arthropathy associated with mycoses, hand",Mycotic arthritis-hand,
+71165,"Arthropathy associated with mycoses, pelvic region and thigh",Mycotic arthritis-pelvis,
+71166,"Arthropathy associated with mycoses, lower leg",Mycotic arthritis-l/leg,
+71167,"Arthropathy associated with mycoses, ankle and foot",Mycotic arthritis-ankle,
+71168,"Arthropathy associated with mycoses, other specified sites",Mycotic arthritis NEC,
+71169,"Arthropathy associated with mycoses, involving multiple sites",Mycotic arthritis-mult,
+71170,"Arthropathy associated with helminthiasis, site unspecified",Helminth arthrit-unspec,
+71171,"Arthropathy associated with helminthiasis, shoulder region",Helminth arthrit-shlder,
+71172,"Arthropathy associated with helminthiasis, upper arm",Helminth arthrit-up/arm,
+71173,"Arthropathy associated with helminthiasis, forearm",Helminth arthrit-forearm,
+71174,"Arthropathy associated with helminthiasis, hand",Helminth arthrit-hand,
+71175,"Arthropathy associated with helminthiasis, pelvic region and thigh",Helminth arthrit-pelvis,
+71176,"Arthropathy associated with helminthiasis, lower leg",Helminth arthrit-l/leg,
+71177,"Arthropathy associated with helminthiasis, ankle and foot",Helminth arthrit-ankle,
+71178,"Arthropathy associated with helminthiasis, other specified sites",Helminth arthrit NEC,
+71179,"Arthropathy associated with helminthiasis, multiple sites",Helminth arthrit-mult,
+71180,"Arthropathy associated with other infectious and parasitic diseases, site unspecified",Inf arthritis NEC-unspec,
+71181,"Arthropathy associated with other infectious and parasitic diseases, shoulder region",Inf arthritis NEC-shlder,
+71182,"Arthropathy associated with other infectious and parasitic diseases, upper arm",Inf arthritis NEC-up/arm,
+71183,"Arthropathy associated with other infectious and parasitic diseases, forearm",Inf arthrit NEC-forearm,
+71184,"Arthropathy associated with other infectious and parasitic diseases, hand",Inf arthritis NEC-hand,
+71185,"Arthropathy associated with other infectious and parasitic diseases, pelvic region and thigh",Inf arthritis NEC-pelvis,
+71186,"Arthropathy associated with other infectious and parasitic diseases, lower leg",Inf arthritis NEC-l/leg,
+71187,"Arthropathy associated with other infectious and parasitic diseases, ankle and foot",Inf arthritis NEC-ankle,
+71188,"Arthropathy associated with other infectious and parasitic diseases, other specified sites",Inf arthrit NEC-oth site,
+71189,"Arthropathy associated with other infectious and parasitic diseases, multiple sites",Inf arthritis NEC-mult,
+71190,"Unspecified infective arthritis, site unspecified",Inf arthritis NOS-unspec,
+71191,"Unspecified infective arthritis, shoulder region",Inf arthritis NOS-shlder,
+71192,"Unspecified infective arthritis, upper arm",Inf arthritis NOS-up/arm,
+71193,"Unspecified infective arthritis, forearm",Inf arthrit NOS-forearm,
+71194,"Unspecified infective arthritis, hand",Inf arthrit NOS-hand,
+71195,"Unspecified infective arthritis, pelvic region and thigh",Inf arthrit NOS-pelvis,
+71196,"Unspecified infective arthritis, lower leg",Inf arthrit NOS-l/leg,
+71197,"Unspecified infective arthritis, ankle and foot",Inf arthrit NOS-ankle,
+71198,"Unspecified infective arthritis, other specified sites",Inf arthrit NOS-oth site,
+71199,"Unspecified infective arthritis, multiple sites",Inf arthritis NOS-mult,
+71210,"Chondrocalcinosis, due to dicalcium phosphate crystals, site unspecified",Dicalc phos cryst-unspec,
+71211,"Chondrocalcinosis, due to dicalcium phosphate crystals, shoulder region",Dicalc phos cryst-shlder,
+71212,"Chondrocalcinosis, due to dicalcium phosphate crystals, upper arm",Dicalc phos cryst-up/arm,
+71213,"Chondrocalcinosis, due to dicalcium phosphate crystals, forearm",Dicalc phos crys-forearm,
+71214,"Chondrocalcinosis, due to dicalcium phosphate crystals, hand",Dicalc phos cryst-hand,
+71215,"Chondrocalcinosis, due to dicalcium phosphate crystals, pelvic region and thigh",Dicalc phos cryst-pelvis,
+71216,"Chondrocalcinosis, due to dicalcium phosphate crystals, lower leg",Dicalc phos cryst-l/leg,
+71217,"Chondrocalcinosis, due to dicalcium phosphate crystals, ankle and foot",Dicalc phos cryst-ankle,
+71218,"Chondrocalcinosis, due to dicalcium phosphate crystals, other specified sites",Dicalc phos cry-site NEC,
+71219,"Chondrocalcinosis, due to dicalcium phosphate crystals, multiple sites",Dicalc phos cryst-mult,
+71220,"Chondrocalcinosis, due to pyrophosphate crystals, site unspecified",Pyrophosph cryst-unspec,
+71221,"Chondrocalcinosis, due to pyrophosphate crystals, shoulder region",Pyrophosph cryst-shlder,
+71222,"Chondrocalcinosis, due to pyrophosphate crystals, upper arm",Pyrophosph cryst-up/arm,
+71223,"Chondrocalcinosis, due to pyrophosphate crystals, forearm",Pyrophosph cryst-forearm,
+71224,"Chondrocalcinosis, due to pyrophosphate crystals, hand",Pyrophosph cryst-hand,
+71225,"Chondrocalcinosis, due to pyrophosphate crystals, pelvic region and thigh",Pyrophosph cryst-pelvis,
+71226,"Chondrocalcinosis, due to pyrophosphate crystals, lower leg",Pyrophosph cryst-l/leg,
+71227,"Chondrocalcinosis, due to pyrophosphate crystals, ankle and foot",Pyrophosph cryst-ankle,
+71228,"Chondrocalcinosis, due to pyrophosphate crystals, other specified sites",Pyrophos cryst-site NEC,
+71229,"Chondrocalcinosis, due to pyrophosphate crystals, multiple sites",Pyrophos cryst-mult,
+71230,"Chondrocalcinosis, unspecified, site unspecified",Chondrocalcin NOS-unspec,
+71231,"Chondrocalcinosis, unspecified, shoulder region",Chondrocalcin NOS-shlder,
+71232,"Chondrocalcinosis, unspecified, upper arm",Chondrocalcin NOS-up/arm,
+71233,"Chondrocalcinosis, unspecified, forearm",Chondrocalc NOS-forearm,
+71234,"Chondrocalcinosis, unspecified, hand",Chondrocalcin NOS-hand,
+71235,"Chondrocalcinosis, unspecified, pelvic region and thigh",Chondrocalcin NOS-pelvis,
+71236,"Chondrocalcinosis, unspecified, lower leg",Chondrocalcin NOS-l/leg,
+71237,"Chondrocalcinosis, unspecified, ankle and foot",Chondrocalcin NOS-ankle,
+71238,"Chondrocalcinosis, unspecified, other specified sites",Chondrocalc NOS-oth site,
+71239,"Chondrocalcinosis, unspecified, multiple sites",Chondrocalcin NOS-mult,
+71280,"Other specified crystal arthropathies, site unspecified",Cryst arthrop NEC-unspec,
+71281,"Other specified crystal arthropathies, shoulder region",Cryst arthrop NEC-shlder,
+71282,"Other specified crystal arthropathies, upper arm",Cryst arthrop NEC-up/arm,
+71283,"Other specified crystal arthropathies, forearm",Crys arthrop NEC-forearm,
+71284,"Other specified crystal arthropathies, hand",Cryst arthrop NEC-hand,
+71285,"Other specified crystal arthropathies, pelvic region and thigh",Cryst arthrop NEC-pelvis,
+71286,"Other specified crystal arthropathies, lower leg",Cryst arthrop NEC-l/leg,
+71287,"Other specified crystal arthropathies, ankle and foot",Cryst arthrop NEC-ankle,
+71288,"Other specified crystal arthropathies, other specified sites",Cry arthrop NEC-oth site,
+71289,"Other specified crystal arthropathies, multiple sites",Cryst arthrop NEC-mult,
+71290,"Unspecified crystal arthropathy, site unspecified",Cryst arthrop NOS-unspec,
+71291,"Unspecified crystal arthropathy, shoulder region",Cryst arthrop NOS-shldr,
+71292,"Unspecified crystal arthropathy, upper arm",Cryst arthrop NOS-up/arm,
+71293,"Unspecified crystal arthropathy, forearm",Crys arthrop NOS-forearm,
+71294,"Unspecified crystal arthropathy, hand",Cryst arthrop NOS-hand,
+71295,"Unspecified crystal arthropathy, pelvic region and thigh",Cryst arthrop NOS-pelvis,
+71296,"Unspecified crystal arthropathy, lower leg",Cryst arthrop NOS-l/leg,
+71297,"Unspecified crystal arthropathy, ankle and foot",Cryst arthrop NOS-ankle,
+71298,"Unspecified crystal arthropathy, other specified sites",Cry arthrop NOS-oth site,
+71299,"Unspecified crystal arthropathy, multiple sites",Cryst arthrop NOS-mult,
+7130,Arthropathy associated with other endocrine and metabolic disorders,Arthrop w endocr/met dis,
+7131,Arthropathy associated with gastrointestinal conditions other than infections,Arthrop w noninf GI dis,
+7132,Arthropathy associated with hematological disorders,Arthropath w hematol dis,
+7133,Arthropathy associated with dermatological disorders,Arthropathy w skin dis,
+7134,Arthropathy associated with respiratory disorders,Arthropathy w resp dis,
+7135,Arthropathy associated with neurological disorders,Arthropathy w nerve dis,
+7136,Arthropathy associated with hypersensitivity reaction,Arthrop w hypersen react,
+7137,Other general diseases with articular involvement,Arthrop w system dis NEC,
+7138,Arthropathy associated with other conditions classifiable elsewhere,Arthrop w oth dis NEC,
+7140,Rheumatoid arthritis,Rheumatoid arthritis,
+7141,Felty's syndrome,Felty's syndrome,
+7142,Other rheumatoid arthritis with visceral or systemic involvement,Syst rheum arthritis NEC,
+71430,"Polyarticular juvenile rheumatoid arthritis, chronic or unspecified",Juv rheum arthritis NOS,
+71431,"Polyarticular juvenile rheumatoid arthritis, acute",Polyart juv rheum arthr,
+71432,Pauciarticular juvenile rheumatoid arthritis,Pauciart juv rheum arthr,
+71433,Monoarticular juvenile rheumatoid arthritis,Monoart juv rheum arthr,
+7144,Chronic postrheumatic arthropathy,Chr postrheum arthritis,
+71481,Rheumatoid lung,Rheumatoid lung,
+71489,Other specified inflammatory polyarthropathies,Inflamm polyarthrop NEC,
+7149,Unspecified inflammatory polyarthropathy,Inflamm polyarthrop NOS,
+71500,"Osteoarthrosis, generalized, site unspecified",General osteoarthrosis,
+71504,"Osteoarthrosis, generalized, hand",Gen osteoarthros-hand,
+71509,"Osteoarthrosis, generalized, multiple sites",General osteoarthrosis,
+71510,"Osteoarthrosis, localized, primary, site unspecified",Loc prim osteoart-unspec,
+71511,"Osteoarthrosis, localized, primary, shoulder region",Loc prim osteoart-shlder,
+71512,"Osteoarthrosis, localized, primary, upper arm",Loc prim osteoart-up/arm,
+71513,"Osteoarthrosis, localized, primary, forearm",Loc prim osteoart-forarm,
+71514,"Osteoarthrosis, localized, primary, hand",Loc prim osteoarth-hand,
+71515,"Osteoarthrosis, localized, primary, pelvic region and thigh",Loc prim osteoart-pelvis,
+71516,"Osteoarthrosis, localized, primary, lower leg",Loc prim osteoart-l/leg,
+71517,"Osteoarthrosis, localized, primary, ankle and foot",Loc prim osteoarth-ankle,
+71518,"Osteoarthrosis, localized, primary, other specified sites",Loc prim osteoarthr NEC,
+71520,"Osteoarthrosis, localized, secondary, site unspecified",Loc 2nd osteoarth-unspec,
+71521,"Osteoarthrosis, localized, secondary, shoulder region",Loc 2nd osteoarth-shlder,
+71522,"Osteoarthrosis, localized, secondary, upper arm",Loc 2nd osteoarth-up/arm,
+71523,"Osteoarthrosis, localized, secondary, forearm",Loc 2nd osteoart-forearm,
+71524,"Osteoarthrosis, localized, secondary, hand",Loc 2nd osteoarthro-hand,
+71525,"Osteoarthrosis, localized, secondary, pelvic region and thigh",Loc 2nd osteoarth-pelvis,
+71526,"Osteoarthrosis, localized, secondary, lower leg",Loc 2nd osteoarthr-l/leg,
+71527,"Osteoarthrosis, localized, secondary, ankle and foot",Loc 2nd osteoarthr-ankle,
+71528,"Osteoarthrosis, localized, secondary, other specified sites",Loc 2nd osteoarthros NEC,
+71530,"Osteoarthrosis, localized, not specified whether primary or secondary, site unspecified",Loc osteoarth NOS-unspec,
+71531,"Osteoarthrosis, localized, not specified whether primary or secondary, shoulder region",Loc osteoarth NOS-shlder,
+71532,"Osteoarthrosis, localized, not specified whether primary or secondary, upper arm",Loc osteoarth NOS-up/arm,
+71533,"Osteoarthrosis, localized, not specified whether primary or secondary, forearm",Loc osteoart NOS-forearm,
+71534,"Osteoarthrosis, localized, not specified whether primary or secondary, hand",Loc osteoarth NOS-hand,
+71535,"Osteoarthrosis, localized, not specified whether primary or secondary, pelvic region and thigh",Loc osteoarth NOS-pelvis,
+71536,"Osteoarthrosis, localized, not specified whether primary or secondary, lower leg",Loc osteoarth NOS-l/leg,
+71537,"Osteoarthrosis, localized, not specified whether primary or secondary, ankle and foot",Loc osteoarth NOS-ankle,
+71538,"Osteoarthrosis, localized, not specified whether primary or secondary, other specified sites",Loc osteoar NOS-site NEC,
+71580,"Osteoarthrosis involving, or with mention of more than one site, but not specified as generalized, site unspecified",Osteoarthrosis-mult site,
+71589,"Osteoarthrosis involving, or with mention of more than one site, but not specified as generalized, multiple sites",Osteoarthrosis-mult site,
+71590,"Osteoarthrosis, unspecified whether generalized or localized, site unspecified",Osteoarthros NOS-unspec,
+71591,"Osteoarthrosis, unspecified whether generalized or localized, shoulder region",Osteoarthros NOS-shlder,
+71592,"Osteoarthrosis, unspecified whether generalized or localized, upper arm",Osteoarthros NOS-up/arm,
+71593,"Osteoarthrosis, unspecified whether generalized or localized, forearm",Osteoarthros NOS-forearm,
+71594,"Osteoarthrosis, unspecified whether generalized or localized, hand",Osteoarthros NOS-hand,
+71595,"Osteoarthrosis, unspecified whether generalized or localized, pelvic region and thigh",Osteoarthros NOS-pelvis,
+71596,"Osteoarthrosis, unspecified whether generalized or localized, lower leg",Osteoarthros NOS-l/leg,
+71597,"Osteoarthrosis, unspecified whether generalized or localized, ankle and foot",Osteoarthros NOS-ankle,
+71598,"Osteoarthrosis, unspecified whether generalized or localized, other specified sites",Osteoarthro NOS-oth site,
+71600,"Kaschin-Beck disease, site unspecified",Kaschin-beck dis-unspec,
+71601,"Kaschin-Beck disease, shoulder region",Kaschin-beck dis-shlder,
+71602,"Kaschin-Beck disease, upper arm",Kaschin-beck dis-up/arm,
+71603,"Kaschin-Beck disease, forearm",Kaschin-beck dis-forearm,
+71604,"Kaschin-Beck disease, hand",Kaschin-beck dis-hand,
+71605,"Kaschin-Beck disease, pelvic region and thigh",Kaschin-beck dis-pelvis,
+71606,"Kaschin-Beck disease, lower leg",Kaschin-beck dis-l/leg,
+71607,"Kaschin-Beck disease, ankle and foot",Kaschin-beck dis-ankle,
+71608,"Kaschin-Beck disease, other specified sites",Kaschin-beck dis NEC,
+71609,"Kaschin-Beck disease, multiple sites",Kaschin-beck dis-mult,
+71610,"Traumatic arthropathy, site unspecified",Traum arthropathy-unspec,
+71611,"Traumatic arthropathy, shoulder region",Traum arthropathy-shlder,
+71612,"Traumatic arthropathy, upper arm",Traum arthropathy-up/arm,
+71613,"Traumatic arthropathy, forearm",Traum arthropath-forearm,
+71614,"Traumatic arthropathy, hand",Traum arthropathy-hand,
+71615,"Traumatic arthropathy, pelvic region and thigh",Traum arthropathy-pelvis,
+71616,"Traumatic arthropathy, lower leg",Traum arthropathy-l/leg,
+71617,"Traumatic arthropathy, ankle and foot",Traum arthropathy-ankle,
+71618,"Traumatic arthropathy, other specified sites",Traum arthropathy NEC,
+71619,"Traumatic arthropathy, multiple sites",Traum arthropathy-mult,
+71620,"Allergic arthritis, site unspecified",Allerg arthritis-unspec,
+71621,"Allergic arthritis, shoulder region",Allerg arthritis-shlder,
+71622,"Allergic arthritis, upper arm",Allerg arthritis-up/arm,
+71623,"Allergic arthritis, forearm",Allerg arthritis-forearm,
+71624,"Allergic arthritis, hand",Allerg arthritis-hand,
+71625,"Allergic arthritis, pelvic region and thigh",Allerg arthritis-pelvis,
+71626,"Allergic arthritis, lower leg",Allerg arthritis-l/leg,
+71627,"Allergic arthritis, ankle and foot",Allerg arthritis-ankle,
+71628,"Allergic arthritis, other specified sites",Allerg arthritis NEC,
+71629,"Allergic arthritis, multiple sites",Allerg arthritis-mult,
+71630,"Climacteric arthritis, site unspecified",Climact arthritis-unspec,
+71631,"Climacteric arthritis, shoulder region",Climact arthritis-shlder,
+71632,"Climacteric arthritis, upper arm",Climact arthritis-up/arm,
+71633,"Climacteric arthritis, forearm",Climact arthrit-forearm,
+71634,"Climacteric arthritis, hand",Climact arthritis-hand,
+71635,"Climacteric arthritis, pelvic region and thigh",Climact arthritis-pelvis,
+71636,"Climacteric arthritis, lower leg",Climact arthritis-l/leg,
+71637,"Climacteric arthritis, ankle and foot",Climact arthritis-ankle,
+71638,"Climacteric arthritis, other specified sites",Climact arthritis NEC,
+71639,"Climacteric arthritis, multiple sites",Climact arthritis-mult,
+71640,"Transient arthropathy, site unspecified",Trans arthropathy-unspec,
+71641,"Transient arthropathy, shoulder region",Trans arthropathy-shlder,
+71642,"Transient arthropathy, upper arm",Trans arthropathy-up/arm,
+71643,"Transient arthropathy, forearm",Trans arthropath-forearm,
+71644,"Transient arthropathy, hand",Trans arthropathy-hand,
+71645,"Transient arthropathy, pelvic region and thigh",Trans arthropathy-pelvis,
+71646,"Transient arthropathy, lower leg",Trans arthropathy-l/leg,
+71647,"Transient arthropathy, ankle and foot",Trans arthropathy-ankle,
+71648,"Transient arthropathy, other specified sites",Trans arthropathy NEC,
+71649,"Transient arthropathy, multiple sites",Trans arthropathy-mult,
+71650,"Unspecified polyarthropathy or polyarthritis, site unspecified",Polyarthritis NOS-unspec,
+71651,"Unspecified polyarthropathy or polyarthritis, shoulder region",Polyarthritis NOS-shlder,
+71652,"Unspecified polyarthropathy or polyarthritis, upper arm",Polyarthritis NOS-up/arm,
+71653,"Unspecified polyarthropathy or polyarthritis, forearm",Polyarthrit NOS-forearm,
+71654,"Unspecified polyarthropathy or polyarthritis, hand",Polyarthritis NOS-hand,
+71655,"Unspecified polyarthropathy or polyarthritis, pelvic region and thigh",Polyarthritis NOS-pelvis,
+71656,"Unspecified polyarthropathy or polyarthritis, lower leg",Polyarthritis NOS-l/leg,
+71657,"Unspecified polyarthropathy or polyarthritis, ankle and foot",Polyarthritis NOS-ankle,
+71658,"Unspecified polyarthropathy or polyarthritis, other specified sites",Polyarthrit NOS-oth site,
+71659,"Unspecified polyarthropathy or polyarthritis, multiple sites",Polyarthritis NOS-mult,
+71660,"Unspecified monoarthritis, site unspecified",Monoarthritis NOS-unspec,
+71661,"Unspecified monoarthritis, shoulder region",Monoarthritis NOS-shlder,
+71662,"Unspecified monoarthritis, upper arm",Monoarthritis NOS-up/arm,
+71663,"Unspecified monoarthritis, forearm",Monoarthrit NOS-forearm,
+71664,"Unspecified monoarthritis, hand",Monoarthritis NOS-hand,
+71665,"Unspecified monoarthritis, pelvic region and thigh",Monoarthritis NOS-pelvis,
+71666,"Unspecified monoarthritis, lower leg",Monoarthritis NOS-l/leg,
+71667,"Unspecified monoarthritis, ankle and foot",Monoarthritis NOS-ankle,
+71668,"Unspecified monoarthritis, other specified sites",Monoarthrit NOS-oth site,
+71680,"Other specified arthropathy, site unspecified",Arthropathy NEC-unspec,
+71681,"Other specified arthropathy, shoulder region",Arthropathy NEC-shlder,
+71682,"Other specified arthropathy, upper arm",Arthropathy NEC-up/arm,
+71683,"Other specified arthropathy, forearm",Arthropathy NEC-forearm,
+71684,"Other specified arthropathy, hand",Arthropathy NEC-hand,
+71685,"Other specified arthropathy, pelvic region and thigh",Arthropathy NEC-pelvis,
+71686,"Other specified arthropathy, lower leg",Arthropathy NEC-l/leg,
+71687,"Other specified arthropathy, ankle and foot",Arthropathy NEC-ankle,
+71688,"Other specified arthropathy, other specified sites",Arthropathy NEC-oth site,
+71689,"Other specified arthropathy, multiple sites",Arthropathy NEC-mult,
+71690,"Arthropathy, unspecified, site unspecified",Arthropathy NOS-unspec,
+71691,"Arthropathy, unspecified, shoulder region",Arthropathy NOS-shlder,
+71692,"Arthropathy, unspecified, upper arm",Arthropathy NOS-up/arm,
+71693,"Arthropathy, unspecified, forearm",Arthropathy NOS-forearm,
+71694,"Arthropathy, unspecified, hand",Arthropathy NOS-hand,
+71695,"Arthropathy, unspecified, pelvic region and thigh",Arthropathy NOS-pelvis,
+71696,"Arthropathy, unspecified, lower leg",Arthropathy NOS-l/leg,
+71697,"Arthropathy, unspecified, ankle and foot",Arthropathy NOS-ankle,
+71698,"Arthropathy, unspecified, other specified sites",Arthropathy NOS-oth site,
+71699,"Arthropathy, unspecified, multiple sites",Arthropathy NOS-mult,
+7170,Old bucket handle tear of medial meniscus,Old bucket tear med men,
+7171,Derangement of anterior horn of medial meniscus,Derang ant med meniscus,
+7172,Derangement of posterior horn of medial meniscus,Derang post med meniscus,
+7173,Other and unspecified derangement of medial meniscus,Derang med meniscus NEC,
+71740,"Derangement of lateral meniscus, unspecified",Derang lat meniscus NOS,
+71741,Bucket handle tear of lateral meniscus,Old bucket tear lat men,
+71742,Derangement of anterior horn of lateral meniscus,Derange ant lat meniscus,
+71743,Derangement of posterior horn of lateral meniscus,Derang post lat meniscus,
+71749,Other derangement of lateral meniscus,Derang lat meniscus NEC,
+7175,"Derangement of meniscus, not elsewhere classified",Derangement meniscus NEC,
+7176,Loose body in knee,Loose body in knee,
+7177,Chondromalacia of patella,Chondromalacia patellae,
+71781,Old disruption of lateral collateral ligament,Old disrupt lat collat,
+71782,Old disruption of medial collateral ligament,Old disrupt med collat,
+71783,Old disruption of anterior cruciate ligament,Old disrupt ant cruciate,
+71784,Old disruption of posterior cruciate ligament,Old disrupt post cruciat,
+71785,Old disruption of other ligaments of knee,Old disrupt knee lig NEC,
+71789,Other internal derangement of knee,Int derangement knee NEC,
+7179,Unspecified internal derangement of knee,Int derangement knee NOS,
+71800,"Articular cartilage disorder, site unspecified",Artic cartil dis-unspec,
+71801,"Articular cartilage disorder, shoulder region",Artic cartil dis-shlder,
+71802,"Articular cartilage disorder, upper arm",Artic cartil dis-up/arm,
+71803,"Articular cartilage disorder, forearm",Artic cartil dis-forearm,
+71804,"Articular cartilage disorder, hand",Artic cartil dis-hand,
+71805,"Articular cartilage disorder, pelvic region and thigh",Artic cartil dis-pelvis,
+71807,"Articular cartilage disorder, ankle and foot",Artic cartil dis-ankle,
+71808,"Articular cartilage disorder, other specified sites",Artic cartil dis-jt NEC,
+71809,"Articular cartilage disorder, multiple sites",Artic cartil dis-mult jt,
+71810,"Loose body in joint, site unspecified",Loose body-unspec,
+71811,"Loose body in joint, shoulder region",Loose body-shlder,
+71812,"Loose body in joint, upper arm",Loose body-up/arm,
+71813,"Loose body in joint, forearm",Loose body-forearm,
+71814,"Loose body in joint, hand",Loose body-hand,
+71815,"Loose body in joint, pelvic region and thigh",Loose body-pelvis,
+71817,"Loose body in joint, ankle and foot",Loose body-ankle,
+71818,"Loose body in joint, other specified sites",Loose body-joint NEC,
+71819,"Loose body in joint, multiple sites",Loose body-mult joints,
+71820,"Pathological dislocation of joint, site unspecified",Pathol dislocat-unspec,
+71821,"Pathological dislocation of joint, shoulder region",Pathol dislocat-shlder,
+71822,"Pathological dislocation of joint, upper arm",Pathol dislocat-up/arm,
+71823,"Pathological dislocation of joint, forearm",Pathol dislocat-forearm,
+71824,"Pathological dislocation of joint, hand",Pathol dislocat-hand,
+71825,"Pathological dislocation of joint, pelvic region and thigh",Pathol dislocat-pelvis,
+71826,"Pathological dislocation of joint, lower leg",Pathol dislocat-l/leg,
+71827,"Pathological dislocation of joint, ankle and foot",Pathol dislocat-ankle,
+71828,"Pathological dislocation of joint, other specified sites",Pathol dislocat-jt NEC,
+71829,"Pathological dislocation of joint, multiple sites",Pathol dislocat-mult jts,
+71830,"Recurrent dislocation of joint, site unspecified",Recur dislocat-unspec,
+71831,"Recurrent dislocation of joint, shoulder region",Recur dislocat-shlder,
+71832,"Recurrent dislocation of joint, upper arm",Recur dislocat-up/arm,
+71833,"Recurrent dislocation of joint, forearm",Recur dislocat-forearm,
+71834,"Recurrent dislocation of joint, hand",Recur dislocat-hand,
+71835,"Recurrent dislocation of joint, pelvic region and thigh",Recur dislocat-pelvis,
+71836,"Recurrent dislocation of joint, lower leg",Recur dislocat-l/leg,
+71837,"Recurrent dislocation of joint, ankle and foot",Recur dislocat-ankle,
+71838,"Recurrent dislocation of joint, other specified sites",Recur dislocat-jt NEC,
+71839,"Recurrent dislocation of joint, multiple sites",Recur dislocat-mult jts,
+71840,"Contracture of joint, site unspecified",Jt contracture-unspec,
+71841,"Contracture of joint, shoulder region",Jt contracture-shlder,
+71842,"Contracture of joint, upper arm",Jt contracture-up/arm,
+71843,"Contracture of joint, forearm",Jt contracture-forearm,
+71844,"Contracture of joint, hand",Jt contracture-hand,
+71845,"Contracture of joint, pelvic region and thigh",Jt contracture-pelvis,
+71846,"Contracture of joint, lower leg",Jt contracture-l/leg,
+71847,"Contracture of joint, ankle and foot",Jt contracture-ankle,
+71848,"Contracture of joint, other specified sites",Jt contracture-jt NEC,
+71849,"Contracture of joint, multiple sites",Jt contracture-mult jts,
+71850,"Ankylosis of joint, site unspecified",Ankylosis-unspec,
+71851,"Ankylosis of joint, shoulder region",Ankylosis-shoulder,
+71852,"Ankylosis of joint, upper arm",Ankylosis-upper/arm,
+71853,"Ankylosis of joint, forearm",Ankylosis-forearm,
+71854,"Ankylosis of joint, hand",Ankylosis-hand,
+71855,"Ankylosis of joint, pelvic region and thigh",Ankylosis-pelvis,
+71856,"Ankylosis of joint, lower leg",Ankylosis-lower/leg,
+71857,"Ankylosis of joint, ankle and foot",Ankylosis-ankle,
+71858,"Ankylosis of joint, other specified sites",Ankylosis-joint NEC,
+71859,"Ankylosis of joint, multiple sites",Ankylosis-mult joints,
+71865,"Unspecified intrapelvic protrusion of acetabulum, pelvic region and thigh",Protrusio acetabuli NOS,
+71870,"Developmental dislocation of joint, site unspecified",Dev dislocat jt site NOS,
+71871,"Developmental dislocation of joint, shoulder region",Dev dislocat joint-shldr,
+71872,"Developmental dislocation of joint, upper arm",Dev dislocat jt-up/arm,
+71873,"Developmental dislocation of joint, forearm",Dev dislocat jt-forearm,
+71874,"Developmental dislocation of joint, hand",Dev dislocat joint-hand,
+71875,"Developmental dislocation of joint, pelvic region and thigh",Dev dis jt-pelvic/thigh,
+71876,"Developmental dislocation of joint, lower leg",Dev disloc jt-lower leg,
+71877,"Developmental dislocation of joint, ankle and foot",Dev disloc jt-ankle/foot,
+71878,"Developmental dislocation of joint, other specified sites",Dev disloc jt-site NEC,
+71879,"Developmental dislocation of joint, multiple sites",Dev disloc jt-mult sites,
+71880,"Other joint derangement, not elsewhere classified, site unspecified",Jt derangmnt NEC-unsp jt,
+71881,"Other joint derangement, not elsewhere classified, shoulder region",Jt derangment NEC-shlder,
+71882,"Other joint derangement, not elsewhere classified, upper arm",Jt derangment NEC-up/arm,
+71883,"Other joint derangement, not elsewhere classified, forearm",Jt derangmnt NEC-forearm,
+71884,"Other joint derangement, not elsewhere classified, hand",Jt derangement NEC-hand,
+71885,"Other joint derangement, not elsewhere classified, pelvic region and thigh",Jt derangment NEC-pelvis,
+71886,"Other joint derangement, not elsewhere classified, lower leg",Jt derangement NEC-l/leg,
+71887,"Other joint derangement, not elsewhere classified, ankle and foot",Jt derangement NEC-ankle,
+71888,"Other joint derangement, not elsewhere classified, other specified sites",Jt derangment NEC-oth jt,
+71889,"Other joint derangement, not elsewhere classified, multiple sites",Jt derangement NEC-mult,
+71890,"Unspecified derangement of joint, site unspecified",Jt derangmnt NOS-unsp jt,
+71891,"Unspecified derangement of joint, shoulder region",Jt derangment NOS-shlder,
+71892,"Unspecified derangement of joint, upper arm",Jt derangment NOS-up/arm,
+71893,"Unspecified derangement of joint, forearm",Jt derangmnt NOS-forearm,
+71894,"Unspecified derangement of joint, hand",Jt derangement NOS-hand,
+71895,"Unspecified derangement of joint, pelvic region and thigh",Jt derangment NOS-pelvis,
+71897,"Unspecified derangement of joint, ankle and foot",Jt derangement NOS-ankle,
+71898,"Unspecified derangement of joint, other specified sites",Jt derangment NOS-oth jt,
+71899,"Unspecified derangement of joint, multiple sites",Jt derangement NOS-mult,
+71900,"Effusion of joint, site unspecified",Joint effusion-unspec,
+71901,"Effusion of joint, shoulder region",Joint effusion-shlder,
+71902,"Effusion of joint, upper arm",Joint effusion-up/arm,
+71903,"Effusion of joint, forearm",Joint effusion-forearm,
+71904,"Effusion of joint, hand",Joint effusion-hand,
+71905,"Effusion of joint, pelvic region and thigh",Joint effusion-pelvis,
+71906,"Effusion of joint, lower leg",Joint effusion-l/leg,
+71907,"Effusion of joint, ankle and foot",Joint effusion-ankle,
+71908,"Effusion of joint, other specified sites",Joint effusion-jt NEC,
+71909,"Effusion of joint, multiple sites",Joint effusion-mult jts,
+71910,"Hemarthrosis, site unspecified",Hemarthrosis-unspec,
+71911,"Hemarthrosis, shoulder region",Hemarthrosis-shlder,
+71912,"Hemarthrosis, upper arm",Hemarthrosis-up/arm,
+71913,"Hemarthrosis, forearm",Hemarthrosis-forearm,
+71914,"Hemarthrosis, hand",Hemarthrosis-hand,
+71915,"Hemarthrosis, pelvic region and thigh",Hemarthrosis-pelvis,
+71916,"Hemarthrosis, lower leg",Hemarthrosis-l/leg,
+71917,"Hemarthrosis, ankle and foot",Hemarthrosis-ankle,
+71918,"Hemarthrosis, other specified sites",Hemarthrosis-jt NEC,
+71919,"Hemarthrosis, multiple sites",Hemarthrosis-mult jts,
+71920,"Villonodular synovitis, site unspecified",Villonod synovit-unspec,
+71921,"Villonodular synovitis, shoulder region",Villonod synovit-shlder,
+71922,"Villonodular synovitis, upper arm",Villonod synovit-up/arm,
+71923,"Villonodular synovitis, forearm",Villonod synovit-forearm,
+71924,"Villonodular synovitis, hand",Villonod synovit-hand,
+71925,"Villonodular synovitis, pelvic region and thigh",Villonod synovit-pelvis,
+71926,"Villonodular synovitis, lower leg",Villonod synovit-l/leg,
+71927,"Villonodular synovitis, ankle and foot",Villonod synovit-ankle,
+71928,"Villonodular synovitis, other specified sites",Villonod synovit-jt NEC,
+71929,"Villonodular synovitis, multiple sites",Villonod synovit-mult jt,
+71930,"Palindromic rheumatism, site unspecified",Palindrom rheum-unspec,
+71931,"Palindromic rheumatism, shoulder region",Palindrom rheum-shlder,
+71932,"Palindromic rheumatism, upper arm",Palindrom rheum-up/arm,
+71933,"Palindromic rheumatism, forearm",Palindrom rheum-forearm,
+71934,"Palindromic rheumatism, hand",Palindrom rheum-hand,
+71935,"Palindromic rheumatism, pelvic region and thigh",Palindrom rheum-pelvis,
+71936,"Palindromic rheumatism, lower leg",Palindrom rheum-l/leg,
+71937,"Palindromic rheumatism, ankle and foot",Palindrom rheum-ankle,
+71938,"Palindromic rheumatism, other specified sites",Palindrom rheum-jt NEC,
+71939,"Palindromic rheumatism, multiple sites",Palindrom rheum-mult jts,
+71940,"Pain in joint, site unspecified",Joint pain-unspec,
+71941,"Pain in joint, shoulder region",Joint pain-shlder,
+71942,"Pain in joint, upper arm",Joint pain-up/arm,
+71943,"Pain in joint, forearm",Joint pain-forearm,
+71944,"Pain in joint, hand",Joint pain-hand,
+71945,"Pain in joint, pelvic region and thigh",Joint pain-pelvis,
+71946,"Pain in joint, lower leg",Joint pain-l/leg,
+71947,"Pain in joint, ankle and foot",Joint pain-ankle,
+71948,"Pain in joint, other specified sites",Joint pain-jt NEC,
+71949,"Pain in joint, multiple sites",Joint pain-mult jts,
+71950,"Stiffness of joint, not elsewhere classified, site unspecified",Jt stiffness NEC-unspec,
+71951,"Stiffness of joint, not elsewhere classified, shoulder region",Jt stiffness NEC-shlder,
+71952,"Stiffness of joint, not elsewhere classified, upper arm",Jt stiffness NEC-up/arm,
+71953,"Stiffness of joint, not elsewhere classified, forearm",Jt stiffnes NEC-forearm,
+71954,"Stiffness of joint, not elsewhere classified, hand",Jt stiffness NEC-hand,
+71955,"Stiffness of joint, not elsewhere classified, pelvic region and thigh",Jt stiffness NEC-pelvis,
+71956,"Stiffness of joint, not elsewhere classified, lower leg",Jt stiffness NEC-l/leg,
+71957,"Stiffness of joint, not elsewhere classified, ankle and foot",Jt stiffness NEC-ankle,
+71958,"Stiffness of joint, not elsewhere classified, other specified sites",Jt stiffness NEC-oth jt,
+71959,"Stiffness of joint, not elsewhere classified, multiple sites",Jt stiffness NEC-mult jt,
+71960,"Other symptoms referable to joint, site unspecified",Joint sympt NEC-unsp jt,
+71961,"Other symptoms referable to joint, shoulder region",Joint symptom NEC-shlder,
+71962,"Other symptoms referable to joint, upper arm",Joint symptom NEC-up/arm,
+71963,"Other symptoms referable to joint, forearm",Joint sympt NEC-forearm,
+71964,"Other symptoms referable to joint, hand",Joint symptom NEC-hand,
+71965,"Other symptoms referable to joint, pelvic region and thigh",Joint symptom NEC-pelvis,
+71966,"Other symptoms referable to joint, lower leg",Joint symptom NEC-l/leg,
+71967,"Other symptoms referable to joint, ankle and foot",Joint symptom NEC-ankle,
+71968,"Other symptoms referable to joint, other specified sites",Joint symptom NEC-oth jt,
+71969,"Other symptoms referable to joint, multiple sites",Joint sympt NEC-mult jts,
+7197,Difficulty in walking,Difficulty in walking,
+71980,"Other specified disorders of joint, site unspecified",Joint dis NEC-unspec,
+71981,"Other specified disorders of joint, shoulder region",Joint dis NEC-shlder,
+71982,"Other specified disorders of joint, upper arm",Joint dis NEC-up/arm,
+71983,"Other specified disorders of joint, forearm",Joint dis NEC-forearm,
+71984,"Other specified disorders of joint, hand",Joint dis NEC-hand,
+71985,"Other specified disorders of joint, pelvic region and thigh",Joint dis NEC-pelvis,
+71986,"Other specified disorders of joint, lower leg",Joint dis NEC-l/leg,
+71987,"Other specified disorders of joint, ankle and foot",Joint dis NEC-ankle,
+71988,"Other specified disorders of joint, other specified sites",Joint dis NEC-oth jt,
+71989,"Other specified disorders of joint, multiple sites",Joint dis NEC-mult jts,
+71990,"Unspecified disorder of joint, site unspecified",Joint dis NOS-unspec jt,
+71991,"Unspecified disorder of joint, shoulder region",Joint dis NOS-shlder,
+71992,"Unspecified disorder of joint, upper arm",Joint dis NOS-up/arm,
+71993,"Unspecified disorder of joint, forearm",Joint dis NOS-forearm,
+71994,"Unspecified disorder of joint, hand",Joint dis NOS-hand,
+71995,"Unspecified disorder of joint, pelvic region and thigh",Joint dis NOS-pelvis,
+71996,"Unspecified disorder of joint, lower leg",Joint dis NOS-l/leg,
+71997,"Unspecified disorder of joint, ankle and foot",Joint dis NOS-ankle,
+71998,"Unspecified disorder of joint, other specified sites",Joint dis NOS-oth jt,
+71999,"Unspecified disorder of joint, multiple sites",Joint dis NOS-mult jts,
+7200,Ankylosing spondylitis,Ankylosing spondylitis,
+7201,Spinal enthesopathy,Spinal enthesopathy,
+7202,"Sacroiliitis, not elsewhere classified",Sacroiliitis NEC,
+72081,Inflammatory spondylopathies in diseases classified elsewhere,Spondylopathy in oth dis,
+72089,Other inflammatory spondylopathies,Inflam spondylopathy NEC,
+7209,Unspecified inflammatory spondylopathy,Inflam spondylopathy NOS,
+7210,Cervical spondylosis without myelopathy,Cervical spondylosis,
+7211,Cervical spondylosis with myelopathy,Cerv spondyl w myelopath,
+7212,Thoracic spondylosis without myelopathy,Thoracic spondylosis,
+7213,Lumbosacral spondylosis without myelopathy,Lumbosacral spondylosis,
+72141,"Spondylosis with myelopathy, thoracic region",Spond compr thor sp cord,
+72142,"Spondylosis with myelopathy, lumbar region",Spond compr lumb sp cord,
+7215,Kissing spine,Kissing spine,
+7216,Ankylosing vertebral hyperostosis,Ankyl vert hyperostosis,
+7217,Traumatic spondylopathy,Traumatic spondylopathy,
+7218,Other allied disorders of spine,Spinal disorders NEC,
+72190,"Spondylosis of unspecified site, without mention of myelopathy",Spondylos NOS w/o myelop,
+72191,"Spondylosis of unspecified site, with myelopathy",Spondylosis NOS w myelop,
+7220,Displacement of cervical intervertebral disc without myelopathy,Cervical disc displacmnt,
+72210,Displacement of lumbar intervertebral disc without myelopathy,Lumbar disc displacement,
+72211,Displacement of thoracic intervertebral disc without myelopathy,Thoracic disc displacmnt,
+7222,"Displacement of intervertebral disc, site unspecified, without myelopathy",Disc displacement NOS,
+72230,"Schmorl's nodes, unspecified region",Schmorl's nodes NOS,
+72231,"Schmorl's nodes, thoracic region",Schmorls node-thoracic,
+72232,"Schmorl's nodes, lumbar region",Schmorls node-lumbar,
+72239,"Schmorl's nodes, other region",Schmorls node-region NEC,
+7224,Degeneration of cervical intervertebral disc,Cervical disc degen,
+72251,Degeneration of thoracic or thoracolumbar intervertebral disc,Thoracic disc degen,
+72252,Degeneration of lumbar or lumbosacral intervertebral disc,Lumb/lumbosac disc degen,
+7226,"Degeneration of intervertebral disc, site unspecified",Disc degeneration NOS,
+72270,"Intervertebral disc disorder with myelopathy, unspecified region",Disc dis w myelopath NOS,
+72271,"Intervertebral disc disorder with myelopathy, cervical region",Cerv disc dis w myelopat,
+72272,"Intervertebral disc disorder with myelopathy, thoracic region",Thor disc dis w myelopat,
+72273,"Intervertebral disc disorder with myelopathy, lumbar region",Lumb disc dis w myelopat,
+72280,"Postlaminectomy syndrome, unspecified region",Postlaminectomy synd NOS,
+72281,"Postlaminectomy syndrome, cervical region",Postlaminect synd-cerv,
+72282,"Postlaminectomy syndrome, thoracic region",Postlaminect synd-thorac,
+72283,"Postlaminectomy syndrome, lumbar region",Postlaminect synd-lumbar,
+72290,"Other and unspecified disc disorder, unspecified region",Disc dis NEC/NOS-unspec,
+72291,"Other and unspecified disc disorder, cervical region",Disc dis NEC/NOS-cerv,
+72292,"Other and unspecified disc disorder, thoracic region",Disc dis NEC/NOS-thorac,
+72293,"Other and unspecified disc disorder, lumbar region",Disc dis NEC/NOS-lumbar,
+7230,Spinal stenosis in cervical region,Cervical spinal stenosis,
+7231,Cervicalgia,Cervicalgia,
+7232,Cervicocranial syndrome,Cervicocranial syndrome,
+7233,Cervicobrachial syndrome (diffuse),Cervicobrachial syndrome,
+7234,Brachial neuritis or radiculitis NOS,Brachial neuritis NOS,
+7235,"Torticollis, unspecified",Torticollis NOS,
+7236,Panniculitis specified as affecting neck,Panniculitis of neck,
+7237,Ossification of posterior longitudinal ligament in cervical region,Ossification cerv lig,
+7238,Other syndromes affecting cervical region,Cervical syndrome NEC,
+7239,Unspecified musculoskeletal disorders and symptoms referable to neck,Neck disorder/sympt NOS,
+72400,"Spinal stenosis, unspecified region",Spinal stenosis NOS,
+72401,"Spinal stenosis, thoracic region",Spinal stenosis-thoracic,
+72402,"Spinal stenosis, lumbar region, without neurogenic claudication","Spin sten,lumbr wo claud",
+72403,"Spinal stenosis, lumbar region, with neurogenic claudication","Spin sten,lumbr w claud",
+72409,"Spinal stenosis, other region",Spinal stenosis-oth site,
+7241,Pain in thoracic spine,Pain in thoracic spine,
+7242,Lumbago,Lumbago,
+7243,Sciatica,Sciatica,
+7244,"Thoracic or lumbosacral neuritis or radiculitis, unspecified",Lumbosacral neuritis NOS,
+7245,"Backache, unspecified",Backache NOS,
+7246,Disorders of sacrum,Disorders of sacrum,
+72470,Unspecified disorder of coccyx,Disorder of coccyx NOS,
+72471,Hypermobility of coccyx,Hypermobility of coccyx,
+72479,Other disorders of coccyx,Disorder of coccyx NEC,
+7248,Other symptoms referable to back,Other back symptoms,
+7249,Other unspecified back disorders,Back disorder NOS,
+725,Polymyalgia rheumatica,Polymyalgia rheumatica,
+7260,Adhesive capsulitis of shoulder,Adhesive capsulit shlder,
+72610,"Disorders of bursae and tendons in shoulder region, unspecified",Rotator cuff synd NOS,
+72611,Calcifying tendinitis of shoulder,Calcif tendinitis shlder,
+72612,Bicipital tenosynovitis,Bicipital tenosynovitis,
+72613,Partial tear of rotator cuff,Partial tear rotatr cuff,
+72619,Other specified disorders of bursae and tendons in shoulder region,Rotator cuff dis NEC,
+7262,"Other affections of shoulder region, not elsewhere classified",Shoulder region dis NEC,
+72630,"Enthesopathy of elbow, unspecified",Elbow enthesopathy NOS,
+72631,Medial epicondylitis,Medial epicondylitis,
+72632,Lateral epicondylitis,Lateral epicondylitis,
+72633,Olecranon bursitis,Olecranon bursitis,
+72639,Other enthesopathy of elbow region,Elbow enthesopathy NEC,
+7264,Enthesopathy of wrist and carpus,Enthesopathy of wrist,
+7265,Enthesopathy of hip region,Enthesopathy of hip,
+72660,"Enthesopathy of knee, unspecified",Enthesopathy of knee NOS,
+72661,Pes anserinus tendinitis or bursitis,Pes anserinus tendinitis,
+72662,Tibial collateral ligament bursitis,Tibial coll lig bursitis,
+72663,Fibular collateral ligament bursitis,Fibula coll lig bursitis,
+72664,Patellar tendinitis,Patellar tendinitis,
+72665,Prepatellar bursitis,Prepatellar bursitis,
+72669,Other enthesopathy of knee,Enthesopathy of knee NEC,
+72670,"Enthesopathy of ankle and tarsus, unspecified",Ankle enthesopathy NOS,
+72671,Achilles bursitis or tendinitis,Achilles tendinitis,
+72672,Tibialis tendinitis,Tibialis tendinitis,
+72673,Calcaneal spur,Calcaneal spur,
+72679,Other enthesopathy of ankle and tarsus,Ankle enthesopathy NEC,
+7268,Other peripheral enthesopathies,Periph enthesopathy NEC,
+72690,Enthesopathy of unspecified site,"Enthesopathy, site NOS",
+72691,Exostosis of unspecified site,"Exostosis, site NOS",
+72700,"Synovitis and tenosynovitis, unspecified",Synovitis NOS,
+72701,Synovitis and tenosynovitis in diseases classified elsewhere,Synovitis in oth dis,
+72702,Giant cell tumor of tendon sheath,Giant cell tumor tendon,
+72703,Trigger finger (acquired),Trigger finger,
+72704,Radial styloid tenosynovitis,Radial styloid tenosynov,
+72705,Other tenosynovitis of hand and wrist,Tenosynov hand/wrist NEC,
+72706,Tenosynovitis of foot and ankle,Tenosynovitis foot/ankle,
+72709,Other synovitis and tenosynovitis,Synovitis NEC,
+7271,Bunion,Bunion,
+7272,Specific bursitides often of occupational origin,Occupational bursitis,
+7273,Other bursitis,Bursitis NEC,
+72740,"Synovial cyst, unspecified",Synovial cyst NOS,
+72741,Ganglion of joint,Ganglion of joint,
+72742,Ganglion of tendon sheath,Ganglion of tendon,
+72743,"Ganglion, unspecified",Ganglion NOS,
+72749,"Other ganglion and cyst of synovium, tendon, and bursa",Bursal cyst NEC,
+72750,"Rupture of synovium, unspecified",Rupture of synovium NOS,
+72751,Synovial cyst of popliteal space,Popliteal synovial cyst,
+72759,Other rupture of synovium,Rupture of synovium NEC,
+72760,Nontraumatic rupture of unspecified tendon,Nontraum tendon rupt NOS,
+72761,Complete rupture of rotator cuff,Rotator cuff rupture,
+72762,Nontraumatic rupture of tendons of biceps (long head),Biceps tendon rupture,
+72763,Nontraumatic rupture of extensor tendons of hand and wrist,Rupt exten tendon hand,
+72764,Nontraumatic rupture of flexor tendons of hand and wrist,Rupt flexor tendon hand,
+72765,Nontraumatic rupture of quadriceps tendon,Rupture quadricep tendon,
+72766,Nontraumatic rupture of patellar tendon,Rupture patellar tendon,
+72767,Nontraumatic rupture of achilles tendon,Rupture achilles tendon,
+72768,Nontraumatic rupture of other tendons of foot and ankle,Rupture tendon foot NEC,
+72769,Nontraumatic rupture of other tendon,Nontraum tendon rupt NEC,
+72781,Contracture of tendon (sheath),Contracture of tendon,
+72782,Calcium deposits in tendon and bursa,Calcium deposit tendon,
+72783,Plica syndrome,Plica syndrome,
+72789,"Other disorders of synovium, tendon, and bursa",Synov/tend/bursa dis NEC,
+7279,"Unspecified disorder of synovium, tendon, and bursa",Synov/tend/bursa dis NOS,
+7280,Infective myositis,Infective myositis,
+72810,"Calcification and ossification, unspecified",Muscular calcificat NOS,
+72811,Progressive myositis ossificans,Prog myositis ossificans,
+72812,Traumatic myositis ossificans,Traum myositis ossifican,
+72813,Postoperative heterotopic calcification,Postop heterotopic calc,
+72819,Other muscular calcification and ossification,Muscular calcificat NEC,
+7282,"Muscular wasting and disuse atrophy, not elsewhere classified",Musc disuse atrophy NEC,
+7283,Other specific muscle disorders,Muscle disorders NEC,
+7284,Laxity of ligament,Laxity of ligament,
+7285,Hypermobility syndrome,Hypermobility syndrome,
+7286,Contracture of palmar fascia,Contracted palmar fascia,
+72871,Plantar fascial fibromatosis,Plantar fibromatosis,
+72879,"Other fibromatoses of muscle, ligament, and fascia",Fibromatoses NEC,
+72881,Interstitial myositis,Interstitial myositis,
+72882,Foreign body granuloma of muscle,FB granuloma of muscle,
+72883,"Rupture of muscle, nontraumatic",Nontraum muscle rupture,
+72884,Diastasis of muscle,Diastasis of muscle,
+72885,Spasm of muscle,Spasm of muscle,
+72886,Necrotizing fasciitis,Necrotizing fasciitis,
+72887,Muscle weakness (generalized),Muscle weakness-general,
+72888,Rhabdomyolysis,Rhabdomyolysis,
+72889,"Other disorders of muscle, ligament, and fascia",Muscle/ligament dis NEC,
+7289,"Unspecified disorder of muscle, ligament, and fascia",Muscle/ligament dis NOS,
+7290,"Rheumatism, unspecified and fibrositis",Rheumatism NOS,
+7291,"Myalgia and myositis, unspecified",Myalgia and myositis NOS,
+7292,"Neuralgia, neuritis, and radiculitis, unspecified",Neuralgia/neuritis NOS,
+72930,"Panniculitis, unspecified site","Panniculitis, unsp site",
+72931,"Hypertrophy of fat pad, knee",Hypertrophy of fat pad,
+72939,"Panniculitis, other site","Panniculitis, site NEC",
+7294,"Fasciitis, unspecified",Fasciitis NOS,
+7295,Pain in limb,Pain in limb,
+7296,Residual foreign body in soft tissue,Old FB in soft tissue,
+72971,Nontraumatic compartment syndrome of upper extremity,Nontraum comp syn-up ext,
+72972,Nontraumatic compartment syndrome of lower extremity,Nontraum comp syn-low ex,
+72973,Nontraumatic compartment syndrome of abdomen,Nontrauma comp syn-abd,
+72979,Nontraumatic compartment syndrome of other sites,Nontrauma comp syn NEC,
+72981,Swelling of limb,Swelling of limb,
+72982,Cramp of limb,Cramp in limb,
+72989,Other musculoskeletal symptoms referable to limbs,Muscskel sympt limb NEC,
+72990,"Disorders of soft tissue, unspecified",Soft tissue disord NOS,
+72991,Post-traumatic seroma,Post-traumatic seroma,
+72992,Nontraumatic hematoma of soft tissue,Nontrauma hema soft tiss,
+72999,Other disorders of soft tissue,Soft tissue disorder NEC,
+73000,"Acute osteomyelitis, site unspecified",Ac osteomyelitis-unspec,
+73001,"Acute osteomyelitis, shoulder region",Ac osteomyelitis-shlder,
+73002,"Acute osteomyelitis, upper arm",Ac osteomyelitis-up/arm,
+73003,"Acute osteomyelitis, forearm",Ac osteomyelitis-forearm,
+73004,"Acute osteomyelitis, hand",Ac osteomyelitis-hand,
+73005,"Acute osteomyelitis, pelvic region and thigh",Ac osteomyelitis-pelvis,
+73006,"Acute osteomyelitis, lower leg",Ac osteomyelitis-l/leg,
+73007,"Acute osteomyelitis, ankle and foot",Ac osteomyelitis-ankle,
+73008,"Acute osteomyelitis, other specified sites",Ac osteomyelitis NEC,
+73009,"Acute osteomyelitis, multiple sites",Ac osteomyelitis-mult,
+73010,"Chronic osteomyelitis, site unspecified",Chr osteomyelitis-unsp,
+73011,"Chronic osteomyelitis, shoulder region",Chr osteomyelit-shlder,
+73012,"Chronic osteomyelitis, upper arm",Chr osteomyelit-up/arm,
+73013,"Chronic osteomyelitis, forearm",Chr osteomyelit-forearm,
+73014,"Chronic osteomyelitis, hand",Chr osteomyelit-hand,
+73015,"Chronic osteomyelitis, pelvic region and thigh",Chr osteomyelit-pelvis,
+73016,"Chronic osteomyelitis, lower leg",Chr osteomyelit-l/leg,
+73017,"Chronic osteomyelitis, ankle and foot",Chr osteomyelit-ankle,
+73018,"Chronic osteomyelitis, other specified sites",Chr osteomyelit NEC,
+73019,"Chronic osteomyelitis, multiple sites",Chr osteomyelit-mult,
+73020,"Unspecified osteomyelitis, site unspecified",Osteomyelitis NOS-unspec,
+73021,"Unspecified osteomyelitis, shoulder region",Osteomyelitis NOS-shlder,
+73022,"Unspecified osteomyelitis, upper arm",Osteomyelitis NOS-up/arm,
+73023,"Unspecified osteomyelitis, forearm",Osteomyelit NOS-forearm,
+73024,"Unspecified osteomyelitis, hand",Osteomyelitis NOS-hand,
+73025,"Unspecified osteomyelitis, pelvic region and thigh",Osteomyelitis NOS-pelvis,
+73026,"Unspecified osteomyelitis, lower leg",Osteomyelitis NOS-l/leg,
+73027,"Unspecified osteomyelitis, ankle and foot",Osteomyelitis NOS-ankle,
+73028,"Unspecified osteomyelitis, other specified sites",Osteomyelit NOS-oth site,
+73029,"Unspecified osteomyelitis, multiple sites",Osteomyelitis NOS-mult,
+73030,"Periostitis, without mention of osteomyelitis, site unspecified",Periostitis-unspec,
+73031,"Periostitis, without mention of osteomyelitis, shoulder region",Periostitis-shlder,
+73032,"Periostitis, without mention of osteomyelitis, upper arm",Periostitis-up/arm,
+73033,"Periostitis, without mention of osteomyelitis, forearm",Periostitis-forearm,
+73034,"Periostitis, without mention of osteomyelitis, hand",Periostitis-hand,
+73035,"Periostitis, without mention of osteomyelitis, pelvic region and thigh",Periostitis-pelvis,
+73036,"Periostitis, without mention of osteomyelitis, lower leg",Periostitis-l/leg,
+73037,"Periostitis, without mention of osteomyelitis, ankle and foot",Periostitis-ankle,
+73038,"Periostitis, without mention of osteomyelitis, other specified sites",Periostitis NEC,
+73039,"Periostitis, without mention of osteomyelitis, multiple sites",Periostitis-mult,
+73070,"Osteopathy resulting from poliomyelitis, site unspecified",Polio osteopathy-unspec,
+73071,"Osteopathy resulting from poliomyelitis, shoulder region",Polio osteopathy-shlder,
+73072,"Osteopathy resulting from poliomyelitis, upper arm",Polio osteopathy-up/arm,
+73073,"Osteopathy resulting from poliomyelitis, forearm",Polio osteopathy-forearm,
+73074,"Osteopathy resulting from poliomyelitis, hand",Polio osteopathy-hand,
+73075,"Osteopathy resulting from poliomyelitis, pelvic region and thigh",Polio osteopathy-pelvis,
+73076,"Osteopathy resulting from poliomyelitis, lower leg",Polio osteopathy-l/leg,
+73077,"Osteopathy resulting from poliomyelitis, ankle and foot",Polio osteopathy-ankle,
+73078,"Osteopathy resulting from poliomyelitis, other specified sites",Polio osteopathy NEC,
+73079,"Osteopathy resulting from poliomyelitis, multiple sites",Polio osteopathy-mult,
+73080,"Other infections involving bone in diseases classified elsewhere, site unspecified",Bone infect NEC-unspec,
+73081,"Other infections involving bone in diseases classified elsewhere, shoulder region",Bone infect NEC-shlder,
+73082,"Other infections involving bone in diseases classified elsewhere, upper arm",Bone infect NEC-up/arm,
+73083,"Other infections involving bone in diseases classified elsewhere, forearm",Bone infect NEC-forearm,
+73084,"Other infections involving bone in diseases classified elsewhere, hand",Bone infect NEC-hand,
+73085,"Other infections involving bone in diseases classified elsewhere, pelvic region and thigh",Bone infect NEC-pelvis,
+73086,"Other infections involving bone in diseases classified elsewhere, lower leg",Bone infect NEC-l/leg,
+73087,"Other infections involving bone in diseases classified elsewhere, ankle and foot",Bone infect NEC-ankle,
+73088,"Other infections involving bone in diseases classified elsewhere, other specified sites",Bone infect NEC-oth site,
+73089,"Other infections involving bone in diseases classified elsewhere, multiple sites",Bone infect NEC-mult,
+73090,"Unspecified infection of bone, site unspecified",Bone infec NOS-unsp site,
+73091,"Unspecified infection of bone, shoulder region",Bone infect NOS-shlder,
+73092,"Unspecified infection of bone, upper arm",Bone infect NOS-up/arm,
+73093,"Unspecified infection of bone, forearm",Bone infect NOS-forearm,
+73094,"Unspecified infection of bone, hand",Bone infect NOS-hand,
+73095,"Unspecified infection of bone, pelvic region and thigh",Bone infect NOS-pelvis,
+73096,"Unspecified infection of bone, lower leg",Bone infect NOS-l/leg,
+73097,"Unspecified infection of bone, ankle and foot",Bone infect NOS-ankle,
+73098,"Unspecified infection of bone, other specified sites",Bone infect NOS-oth site,
+73099,"Unspecified infection of bone, multiple sites",Bone infect NOS-mult,
+7310,Osteitis deformans without mention of bone tumor,Osteitis deformans NOS,
+7311,Osteitis deformans in diseases classified elsewhere,Osteitis def in oth dis,
+7312,Hypertrophic pulmonary osteoarthropathy,Hypertroph osteoarthrop,
+7313,Major osseous defects,Major osseous defects,
+7318,Other bone involvement in diseases classified elsewhere,Bone involv in oth dis,
+7320,Juvenile osteochondrosis of spine,Juv osteochondros spine,
+7321,Juvenile osteochondrosis of hip and pelvis,Juv osteochondros pelvis,
+7322,Nontraumatic slipped upper femoral epiphysis,Femoral epiphysiolysis,
+7323,Juvenile osteochondrosis of upper extremity,Juv osteochondrosis arm,
+7324,"Juvenile osteochondrosis of lower extremity, excluding foot",Juv osteochondrosis leg,
+7325,Juvenile osteochondrosis of foot,Juv osteochondrosis foot,
+7326,Other juvenile osteochondrosis,Juv osteochondrosis NEC,
+7327,Osteochondritis dissecans,Osteochondrit dissecans,
+7328,Other specified forms of osteochondropathy,Osteochondropathy NEC,
+7329,Unspecified osteochondropathy,Osteochondropathy NOS,
+73300,"Osteoporosis, unspecified",Osteoporosis NOS,
+73301,Senile osteoporosis,Senile osteoporosis,
+73302,Idiopathic osteoporosis,Idiopathic osteoporosis,
+73303,Disuse osteoporosis,Disuse osteoporosis,
+73309,Other osteoporosis,Osteoporosis NEC,
+73310,"Pathologic fracture, unspecified site",Path fx unspecified site,
+73311,Pathologic fracture of humerus,Path fx humerus,
+73312,Pathologic fracture of distal radius and ulna,Path fx dstl radius ulna,
+73313,Pathologic fracture of vertebrae,Path fx vertebrae,
+73314,Pathologic fracture of neck of femur,Path fx neck of femur,
+73315,Pathologic fracture of other specified part of femur,Path fx oth spcf prt fmr,
+73316,Pathologic fracture of tibia or fibula,Path fx tibia fibula,
+73319,Pathologic fracture of other specified site,Path fx oth specif site,
+73320,"Cyst of bone (localized), unspecified",Cyst of bone NOS,
+73321,Solitary bone cyst,Solitary bone cyst,
+73322,Aneurysmal bone cyst,Aneurysmal bone cyst,
+73329,Other bone cyst,Bone cyst NEC,
+7333,Hyperostosis of skull,Hyperostosis of skull,
+73340,"Aseptic necrosis of bone, site unspecified",Asept necrosis bone NOS,
+73341,Aseptic necrosis of head of humerus,Aseptic necrosis humerus,
+73342,Aseptic necrosis of head and neck of femur,Aseptic necrosis femur,
+73343,Aseptic necrosis of medial femoral condyle,Asept necro femur condyl,
+73344,Aseptic necrosis of talus,Aseptic necrosis talus,
+73345,"Aseptic necrosis of bone, jaw",Aseptic necrosis of jaw,
+73349,"Aseptic necrosis of bone, other",Asept necrosis bone NEC,
+7335,Osteitis condensans,Osteitis condensans,
+7336,Tietze's disease,Tietze's disease,
+7337,Algoneurodystrophy,Algoneurodystrophy,
+73381,Malunion of fracture,Malunion of fracture,
+73382,Nonunion of fracture,Nonunion of fracture,
+73390,"Disorder of bone and cartilage, unspecified",Bone & cartilage dis NOS,
+73391,Arrest of bone development or growth,Arrest of bone growth,
+73392,Chondromalacia,Chondromalacia,
+73393,Stress fracture of tibia or fibula,Stress fx tibia/fibula,
+73394,Stress fracture of the metatarsals,Stress fx metatarsals,
+73395,Stress fracture of other bone,Stress fracture bone NEC,
+73396,Stress fracture of femoral neck,Stress fx femoral neck,
+73397,Stress fracture of shaft of femur,Stress fx shaft femur,
+73398,Stress fracture of pelvis,Stress fx pelvis,
+73399,Other disorders of bone and cartilage,Bone & cartilage dis NEC,
+734,Flat foot,Flat foot,
+7350,Hallux valgus (acquired),Hallux valgus,
+7351,Hallux varus (acquired),Hallux varus,
+7352,Hallux rigidus,Hallux rigidus,
+7353,Hallux malleus,Hallux malleus,
+7354,Other hammer toe (acquired),Other hammer toe,
+7355,Claw toe (acquired),Claw toe,
+7358,Other acquired deformities of toe,Acq deformity of toe NEC,
+7359,Unspecified acquired deformity of toe,Acq deformity of toe NOS,
+73600,"Unspecified deformity of forearm, excluding fingers",Forearm deformity NOS,
+73601,Cubitus valgus (acquired),Cubitus valgus,
+73602,Cubitus varus (acquired),Cubitus varus,
+73603,Valgus deformity of wrist (acquired),Valgus deformity wrist,
+73604,Varus deformity of wrist (acquired),Varus deformity wrist,
+73605,Wrist drop (acquired),Wrist drop,
+73606,Claw hand (acquired),Claw hand,
+73607,"Club hand, acquired","Club hand, acquired",
+73609,"Other acquired deformities of forearm, excluding fingers",Forearm deformity NEC,
+7361,Mallet finger,Mallet finger,
+73620,Unspecified deformity of finger,Acq finger deformity NOS,
+73621,Boutonniere deformity,Boutonniere deformity,
+73622,Swan-neck deformity,Swan-neck deformity,
+73629,Other acquired deformities of finger,Acq finger deformity NEC,
+73630,Unspecified acquired deformity of hip,Acq hip deformity NOS,
+73631,Coxa valga (acquired),Coxa valga,
+73632,Coxa vara (acquired),Coxa vara,
+73639,Other acquired deformities of hip,Acq hip deformity NEC,
+73641,Genu valgum (acquired),Genu valgum,
+73642,Genu varum (acquired),Genu varum,
+7365,Genu recurvatum (acquired),Genu recurvatum,
+7366,Other acquired deformities of knee,Acq knee deformity NEC,
+73670,"Unspecified deformity of ankle and foot, acquired",Acq ankle-foot def NOS,
+73671,Acquired equinovarus deformity,Acq equinovarus,
+73672,"Equinus deformity of foot, acquired",Acq equinus deformity,
+73673,"Cavus deformity of foot, acquired",Cavus deformity of foot,
+73674,"Claw foot, acquired","Claw foot, acquired",
+73675,"Cavovarus deformity of foot, acquired",Acq cavovarus deformity,
+73676,Other acquired calcaneus deformity,Calcaneus deformity NEC,
+73679,Other acquired deformities of ankle and foot,Acq ankle-foot def NEC,
+73681,Unequal leg length (acquired),Unequal leg length,
+73689,Other acquired deformity of other parts of limb,Oth acq limb deformity,
+7369,"Acquired deformity of limb, site unspecified",Acq limb deformity NOS,
+7370,Adolescent postural kyphosis,Adoles postural kyphosis,
+73710,Kyphosis (acquired) (postural),Kyphosis NOS,
+73711,Kyphosis due to radiation,Radiation kyphosis,
+73712,"Kyphosis, postlaminectomy",Postlaminectomy kyphosis,
+73719,Other kyphosis (acquired),Kyphosis NEC,
+73720,Lordosis (acquired) (postural),Lordosis NOS,
+73721,"Lordosis, postlaminectomy",Postlaminectomy lordosis,
+73722,Other postsurgical lordosis,Oth postsurgery lordosis,
+73729,Other lordosis (acquired),Lordosis NEC,
+73730,"Scoliosis [and kyphoscoliosis], idiopathic",Idiopathic scoliosis,
+73731,Resolving infantile idiopathic scoliosis,Resolv idiopath scolios,
+73732,Progressive infantile idiopathic scoliosis,Progr idiopath scoliosis,
+73733,Scoliosis due to radiation,Radiation scoliosis,
+73734,Thoracogenic scoliosis,Thoracogenic scoliosis,
+73739,Other kyphoscoliosis and scoliosis,Scoliosis NEC,
+73740,"Curvature of spine, unspecified, associated with other conditions",Spin curv NOS in oth dis,
+73741,Kyphosis associated with other conditions,Kyphosis in oth dis,
+73742,Lordosis associated with other conditions,Lordosis in oth dis,
+73743,Scoliosis associated with other conditions,Scoliosis in oth dis,
+7378,Other curvatures of spine,Curvature of spine NEC,
+7379,Unspecified curvature of spine,Curvature of spine NOS,
+7380,Acquired deformity of nose,Acq nose deformity,
+73810,Unspecified acquired deformity of head,Unspf acq deformity head,
+73811,Zygomatic hyperplasia,Zygomatic hyperplasia,
+73812,Zygomatic hypoplasia,Zygomatic hypoplasia,
+73819,Other specified acquired deformity of head,Oth spcf deformity head,
+7382,Acquired deformity of neck,Acq neck deformity,
+7383,Acquired deformity of chest and rib,Acq chest deformity,
+7384,Acquired spondylolisthesis,Acq spondylolisthesis,
+7385,Other acquired deformity of back or spine,Other acq back deformity,
+7386,Acquired deformity of pelvis,Acq pelvic deformity,
+7387,Cauliflower ear,Cauliflower ear,
+7388,Acquired deformity of other specified site,Acq deformity NEC,
+7389,Acquired deformity of unspecified site,Acq deformity NOS,
+7390,"Nonallopathic lesions, head region",Somat dys head region,
+7391,"Nonallopathic lesions, cervical region",Somat dysfunc cervic reg,
+7392,"Nonallopathic lesions, thoracic region",Somat dysfunc thorac reg,
+7393,"Nonallopathic lesions, lumbar region",Somat dysfunc lumbar reg,
+7394,"Nonallopathic lesions, sacral region",Somat dysfunc sacral reg,
+7395,"Nonallopathic lesions, pelvic region",Somat dysfunc pelvic reg,
+7396,"Nonallopathic lesions, lower extremities",Somat dysfunc lower extr,
+7397,"Nonallopathic lesions, upper extremities",Somat dysfunc upper extr,
+7398,"Nonallopathic lesions, rib cage",Somat dysfunc rib cage,
+7399,"Nonallopathic lesions, abdomen and other sites",Somatic dysfunction NEC,
+7400,Anencephalus,Anencephalus,
+7401,Craniorachischisis,Craniorachischisis,
+7402,Iniencephaly,Iniencephaly,
+74100,"Spina bifida with hydrocephalus, unspecified region",Spin bif w hydroceph NOS,
+74101,"Spina bifida with hydrocephalus, cervical region",Spin bif w hydrceph-cerv,
+74102,"Spina bifida with hydrocephalus, dorsal (thoracic) region",Spin bif w hydrceph-dors,
+74103,"Spina bifida with hydrocephalus, lumbar region",Spin bif w hydrceph-lumb,
+74190,"Spina bifida without mention of hydrocephalus, unspecified region",Spina bifida,
+74191,"Spina bifida without mention of hydrocephalus, cervical region",Spina bifida-cerv,
+74192,"Spina bifida without mention of hydrocephalus, dorsal (thoracic) region",Spina bifida-dorsal,
+74193,"Spina bifida without mention of hydrocephalus, lumbar region",Spina bifida-lumbar,
+7420,Encephalocele,Encephalocele,
+7421,Microcephalus,Microcephalus,
+7422,Congenital reduction deformities of brain,"Reduction deform, brain",
+7423,Congenital hydrocephalus,Congenital hydrocephalus,
+7424,Other specified congenital anomalies of brain,Brain anomaly NEC,
+74251,Diastematomyelia,Diastematomyelia,
+74253,Hydromyelia,Hydromyelia,
+74259,Other specified congenital anomalies of spinal cord,Spinal cord anomaly NEC,
+7428,Other specified congenital anomalies of nervous system,Nervous system anom NEC,
+7429,"Unspecified congenital anomaly of brain, spinal cord, and nervous system",Nervous system anom NOS,
+74300,"Clinical anophthalmos, unspecified",Clinic anophthalmos NOS,
+74303,"Cystic eyeball, congenital",Congen cystic eyeball,
+74306,Cryptophthalmos,Cryptophthalmos,
+74310,"Microphthalmos, unspecified",Microphthalmos NOS,
+74311,Simple microphthalmos,Simple microphthalmos,
+74312,Microphthalmos associated with other anomalies of eye and adnexa,Microphth w oth eye anom,
+74320,"Buphthalmos, unspecified",Buphthalmos NOS,
+74321,Simple buphthalmos,Simple buphthalmos,
+74322,Buphthalmos associated with other ocular anomalies,Buphthal w oth eye anom,
+74330,"Congenital cataract, unspecified",Congenital cataract NOS,
+74331,Congenital capsular and subcapsular cataract,Capsular cataract,
+74332,Congenital cortical and zonular cataract,Cortical/zonular catarac,
+74333,Congenital nuclear cataract,Nuclear cataract,
+74334,"Total and subtotal cataract, congenital",Cong tot/subtot cataract,
+74335,Congenital aphakia,Congenital aphakia,
+74336,Congenital anomalies of lens shape,Anomalies of lens shape,
+74337,Congenital ectopic lens,Congenital ectopic lens,
+74339,Other congenital cataract and lens anomalies,Cong catar/lens anom NEC,
+74341,Congenital anomalies of corneal size and shape,Anom corneal size/shape,
+74342,"Corneal opacities, interfering with vision, congenital",Cong cornea opac aff vis,
+74343,"Other corneal opacities, congenital",Cong corneal opacit NEC,
+74344,"Specified congenital anomalies of anterior chamber, chamber angle, and related structures",Anom anter chamber-eye,
+74345,Aniridia,Aniridia,
+74346,Other specified congenital anomalies of iris and ciliary body,Anom iris & cil body NEC,
+74347,Specified congenital anomalies of sclera,Anomalies of sclera,
+74348,Multiple and combined congenital anomalies of anterior segment,Mult anom anter seg-eye,
+74349,Other congenital anomalies of anterior segment,Anom anter seg NEC-eye,
+74351,Vitreous anomalies,Vitreous anomalies,
+74352,Fundus coloboma,Fundus coloboma,
+74353,"Chorioretinal degeneration, congenital",Cong chorioretinal degen,
+74354,Congenital folds and cysts of posterior segment,Cong fold/cyst post eye,
+74355,Congenital macular changes,Cong macular change-eye,
+74356,"Other retinal changes, congenital",Cong retinal changes NEC,
+74357,Specified congenital anomalies of optic disc,Optic disc anomalies,
+74358,Vascular anomalies,Vascular anom post eye,
+74359,Other congenital anomalies of posterior segment,Post segmnt anom NEC-eye,
+74361,Congenital ptosis,Congenital ptosis,
+74362,Congenital deformities of eyelids,Congenital eyelid deform,
+74363,Other specified congenital anomalies of eyelid,Spec anom of eyelid NEC,
+74364,Specified congenital anomalies of lacrimal gland,Spec lacrimal gland anom,
+74365,Specified congenital anomalies of lacrimal passages,Spec lacrimal pass anom,
+74366,Specified congenital anomalies of orbit,Spec anomaly of orbit,
+74369,"Other congenital anomalies of eyelids, lacrimal system, and orbit",Anom eyelid/lacr/orb NEC,
+7438,Other specified anomalies of eye,Eye anomalies NEC,
+7439,Unspecified anomaly of eye,Eye anomaly NOS,
+74400,Unspecified anomaly of ear with impairment of hearing,Ear anom NOS/impair hear,
+74401,Absence of external ear,Cong absence ext ear,
+74402,Other anomalies of external ear with impairment of hearing,Ex ear anm NEC-impr hear,
+74403,"Anomaly of middle ear, except ossicles",Middle ear anomaly NEC,
+74404,Anomalies of ear ossicles,Anomalies ear ossicles,
+74405,Anomalies of inner ear,Anomalies of inner ear,
+74409,Other anomalies of ear causing impairment of hearing,Ear anom NEC/impair hear,
+7441,Accessory auricle,Accessory auricle,
+74421,"Absence of ear lobe, congenital",Cong absence of ear lobe,
+74422,Macrotia,Macrotia,
+74423,Microtia,Microtia,
+74424,Specified anomalies of Eustachian tube,Eustachian tube anom NEC,
+74429,Other specified anomalies of ear,Ear anomalies NEC,
+7443,Unspecified anomaly of ear,Ear anomaly NOS,
+74441,Branchial cleft sinus or fistula,Branch cleft sinus/fistu,
+74442,Branchial cleft cyst,Branchial cleft cyst,
+74443,Cervical auricle,Cervical auricle,
+74446,Preauricular sinus or fistula,Preauricular sinus/fistu,
+74447,Preauricular cyst,Preauricular cyst,
+74449,Other branchial cleft cyst or fistula; preauricular sinus,Branchial cleft anom NEC,
+7445,Webbing of neck,Webbing of neck,
+74481,Macrocheilia,Macrocheilia,
+74482,Microcheilia,Microcheilia,
+74483,Macrostomia,Macrostomia,
+74484,Microstomia,Microstomia,
+74489,Other specified congenital anomalies of face and neck,Cong face/neck anom NEC,
+7449,Unspecified congenital anomalies of face and neck,Cong face/neck anom NOS,
+7450,Common truncus,Common truncus,
+74510,Complete transposition of great vessels,Compl transpos great ves,
+74511,Double outlet right ventricle,Double outlet rt ventric,
+74512,Corrected transposition of great vessels,Correct transpos grt ves,
+74519,Other transposition of great vessels,Transpos great vess NEC,
+7452,Tetralogy of fallot,Tetralogy of fallot,
+7453,Common ventricle,Common ventricle,
+7454,Ventricular septal defect,Ventricular sept defect,
+7455,Ostium secundum type atrial septal defect,Secundum atrial sept def,
+74560,"Endocardial cushion defect, unspecified type",Endocard cushion def NOS,
+74561,Ostium primum defect,Ostium primum defect,
+74569,Other endocardial cushion defects,Endocard cushion def NEC,
+7457,Cor biloculare,Cor biloculare,
+7458,Other bulbus cordis anomalies and anomalies of cardiac septal closure,Septal closure anom NEC,
+7459,Unspecified defect of septal closure,Septal closure anom NOS,
+74600,"Congenital pulmonary valve anomaly, unspecified",Pulmonary valve anom NOS,
+74601,"Atresia of pulmonary valve, congenital",Cong pulmon valv atresia,
+74602,"Stenosis of pulmonary valve, congenital",Cong pulmon valve stenos,
+74609,Other congenital anomalies of pulmonary valve,Pulmonary valve anom NEC,
+7461,"Tricuspid atresia and stenosis, congenital",Cong tricusp atres/sten,
+7462,Ebstein's anomaly,Ebstein's anomaly,
+7463,Congenital stenosis of aortic valve,Cong aorta valv stenosis,
+7464,Congenital insufficiency of aortic valve,Cong aorta valv insuffic,
+7465,Congenital mitral stenosis,Congen mitral stenosis,
+7466,Congenital mitral insufficiency,Cong mitral insufficienc,
+7467,Hypoplastic left heart syndrome,Hypoplas left heart synd,
+74681,Subaortic stenosis,Cong subaortic stenosis,
+74682,Cor triatriatum,Cor triatriatum,
+74683,Infundibular pulmonic stenosis,Infundib pulmon stenosis,
+74684,"Obstructive anomalies of heart, not elsewhere classified",Obstruct heart anom NEC,
+74685,Coronary artery anomaly,Coronary artery anomaly,
+74686,Congenital heart block,Congenital heart block,
+74687,Malposition of heart and cardiac apex,Malposition of heart,
+74689,Other specified congenital anomalies of heart,Cong heart anomaly NEC,
+7469,Unspecified congenital anomaly of heart,Cong heart anomaly NOS,
+7470,Patent ductus arteriosus,Patent ductus arteriosus,
+74710,Coarctation of aorta (preductal) (postductal),Coarctation of aorta,
+74711,Interruption of aortic arch,Interrupt of aortic arch,
+74720,"Anomaly of aorta, unspecified",Cong anom of aorta NOS,
+74721,Anomalies of aortic arch,Anomalies of aortic arch,
+74722,Atresia and stenosis of aorta,Aortic atresia/stenosis,
+74729,Other anomalies of aorta,Cong anom of aorta NEC,
+74731,Pulmonary artery coarctation and atresia,Pulmon art coarct/atres,
+74732,Pulmonary arteriovenous malformation,Pulmonary AV malformatn,
+74739,Other anomalies of pulmonary artery and pulmonary circulation,Oth anom pul artery/circ,
+74740,"Anomaly of great veins, unspecified",Great vein anomaly NOS,
+74741,Total anomalous pulmonary venous connection,Tot anom pulm ven connec,
+74742,Partial anomalous pulmonary venous connection,Part anom pulm ven conn,
+74749,Other anomalies of great veins,Great vein anomaly NEC,
+7475,Absence or hypoplasia of umbilical artery,Umbilical artery absence,
+74760,"Anomaly of the peripheral vascular system, unspecified site",Unsp prpherl vasc anomal,
+74761,Gastrointestinal vessel anomaly,Gstrontest vesl anomaly,
+74762,Renal vessel anomaly,Renal vessel anomaly,
+74763,Upper limb vessel anomaly,Upr limb vessel anomaly,
+74764,Lower limb vessel anomaly,Lwr limb vessel anomaly,
+74769,Anomalies of other specified sites of peripheral vascular system,Oth spcf prph vscl anoml,
+74781,Anomalies of cerebrovascular system,Cerebrovascular anomaly,
+74782,Spinal vessel anomaly,Spinal vessel anomaly,
+74783,Persistent fetal circulation,Persistent fetal circ,
+74789,Other specified anomalies of circulatory system,Circulatory anomaly NEC,
+7479,Unspecified anomaly of circulatory system,Circulatory anomaly NOS,
+7480,Choanal atresia,Choanal atresia,
+7481,Other anomalies of nose,Nose anomaly NEC,
+7482,Web of larynx,Laryngeal web,
+7483,"Other anomalies of larynx, trachea, and bronchus",Laryngotrach anomaly NEC,
+7484,Congenital cystic lung,Congenital cystic lung,
+7485,"Agenesis, hypoplasia, and dysplasia of lung",Agenesis of lung,
+74860,"Anomaly of lung, unspecified",Lung anomaly NOS,
+74861,Congenital bronchiectasis,Congen bronchiectasis,
+74869,Other congenital anomalies of lung,Lung anomaly NEC,
+7488,Other specified anomalies of respiratory system,Respiratory anomaly NEC,
+7489,Unspecified anomaly of respiratory system,Respiratory anomaly NOS,
+74900,"Cleft palate, unspecified",Cleft palate NOS,
+74901,"Cleft palate, unilateral, complete",Unilat cleft palate-comp,
+74902,"Cleft palate, unilateral, incomplete",Unilat cleft palate-inc,
+74903,"Cleft palate, bilateral, complete",Bilat cleft palate-compl,
+74904,"Cleft palate, bilateral, incomplete",Bilat cleft palate-inc,
+74910,"Cleft lip, unspecified",Cleft lip NOS,
+74911,"Cleft lip, unilateral, complete",Unilat cleft lip-compl,
+74912,"Cleft lip, unilateral, incomplete",Unilat cleft lip-imcompl,
+74913,"Cleft lip, bilateral, complete",Bilat cleft lip-complete,
+74914,"Cleft lip, bilateral, incomplete",Bilat cleft lip-incompl,
+74920,"Cleft palate with cleft lip, unspecified",Cleft palate & lip NOS,
+74921,"Cleft palate with cleft lip, unilateral, complete",Unil cleft palat/lip-com,
+74922,"Cleft palate with cleft lip, unilateral, incomplete",Unil cleft palat/lip-inc,
+74923,"Cleft palate with cleft lip, bilateral, complete",Bilat clft palat/lip-com,
+74924,"Cleft palate with cleft lip, bilateral, incomplete",Bilat clft palat/lip-inc,
+74925,Other combinations of cleft palate with cleft lip,Cleft palate & lip NEC,
+7500,Tongue tie,Tongue tie,
+75010,"Congenital anomaly of tongue, unspecified",Tongue anomaly NOS,
+75011,Aglossia,Aglossia,
+75012,Congenital adhesions of tongue,Cong adhesions of tongue,
+75013,Fissure of tongue,Cong fissure of tongue,
+75015,Macroglossia,Cong macroglossia,
+75016,Microglossia,Microglossia,
+75019,Other congenital anomalies of tongue,Tongue anomaly NEC,
+75021,Absence of salivary gland,Salivary gland absence,
+75022,Accessory salivary gland,Accessory salivary gland,
+75023,"Atresia, salivary duct","Cong atresia, saliv duct",
+75024,Congenital fistula of salivary gland,Cong salivary fistula,
+75025,Congenital fistula of lip,Congenital lip fistula,
+75026,Other specified anomalies of mouth,Mouth anomaly NEC,
+75027,Diverticulum of pharynx,Diverticulum of pharynx,
+75029,Other specified anomalies of pharynx,Pharyngeal anomaly NEC,
+7503,"Tracheoesophageal fistula, esophageal atresia and stenosis",Cong esoph fistula/atres,
+7504,Other specified anomalies of esophagus,Esophageal anomaly NEC,
+7505,Congenital hypertrophic pyloric stenosis,Cong pyloric stenosis,
+7506,Congenital hiatus hernia,Congenital hiatus hernia,
+7507,Other specified anomalies of stomach,Gastric anomaly NEC,
+7508,Other specified anomalies of upper alimentary tract,Upper GI anomaly NEC,
+7509,Unspecified anomaly of upper alimentary tract,Upper GI anomaly NOS,
+7510,Meckel's diverticulum,Meckel's diverticulum,
+7511,Atresia and stenosis of small intestine,Atresia small intestine,
+7512,"Atresia and stenosis of large intestine, rectum, and anal canal",Atresia large intestine,
+7513,Hirschsprung's disease and other congenital functional disorders of colon,Hirschsprung's disease,
+7514,Anomalies of intestinal fixation,Intestinal fixation anom,
+7515,Other anomalies of intestine,Intestinal anomaly NEC,
+75160,"Unspecified anomaly of gallbladder, bile ducts, and liver",Biliary & liver anom NOS,
+75161,Biliary atresia,Biliary atresia,
+75162,Congenital cystic disease of liver,Cong cystic liver dis,
+75169,"Other anomalies of gallbladder, bile ducts, and liver",Biliary & liver anom NEC,
+7517,Anomalies of pancreas,Pancreas anomalies,
+7518,Other specified anomalies of digestive system,Anom digestive syst NEC,
+7519,Unspecified anomaly of digestive system,Anom digestive syst NOS,
+7520,Anomalies of ovaries,Anomalies of ovaries,
+75210,Unspecified anomaly of fallopian tubes and broad ligaments,Tubal/broad lig anom NOS,
+75211,Embryonic cyst of fallopian tubes and broad ligaments,Embryonic cyst of adnexa,
+75219,Other anomalies of fallopian tubes and broad ligaments,Tubal/broad lig anom NEC,
+7522,Doubling of uterus,Doubling of uterus,
+75231,Agenesis of uterus,Agenesis of uterus,
+75232,Hypoplasia of uterus,Hypoplasia of uterus,
+75233,Unicornuate uterus,Unicornuate uterus,
+75234,Bicornuate uterus,Bicornuate uterus,
+75235,Septate uterus,Septate uterus,
+75236,Arcuate uterus,Arcuate uterus,
+75239,Other anomalies of uterus,Anomalies of uterus NEC,
+75240,"Unspecified anomaly of cervix, vagina, and external female genitalia",Cervix/fem gen anom NOS,
+75241,"Embryonic cyst of cervix, vagina, and external female genitalia",Embryon cyst fem gen NEC,
+75242,Imperforate hymen,Imperforate hymen,
+75243,Cervical agenesis,Cervical agenesis,
+75244,Cervical duplication,Cervical duplication,
+75245,Vaginal agenesis,Vaginal agenesis,
+75246,Transverse vaginal septum,Transv vaginal septum,
+75247,Longitudinal vaginal septum,Longitud vaginal septum,
+75249,"Other anomalies of cervix, vagina, and external female genitalia",Cervix/fem gen anom NEC,
+75251,Undescended testis,Undescended testis,
+75252,Retractile testis,Retractile testis,
+75261,Hypospadias,Hypospadias,
+75262,Epispadias,Epispadias,
+75263,Congenital chordee,Congenital chordee,
+75264,Micropenis,Micropenis,
+75265,Hidden penis,Hidden penis,
+75269,Other penile anomalies,Penile anomalies NEC,
+7527,Indeterminate sex and pseudohermaphroditism,Indeterminate sex,
+75281,Scrotal transposition,Scrotal transposition,
+75289,Other specified anomalies of genital organs,Genital organ anom NEC,
+7529,Unspecified anomaly of genital organs,Genital organ anom NOS,
+7530,Renal agenesis and dysgenesis,Renal agenesis,
+75310,"Cystic kidney disease, unspecified",Cystic kidney diseas NOS,
+75311,Congenital single renal cyst,Congenital renal cyst,
+75312,"Polycystic kidney, unspecified type",Polycystic kidney NOS,
+75313,"Polycystic kidney, autosomal dominant",Polycyst kid-autosom dom,
+75314,"Polycystic kidney, autosomal recessive",Polycyst kid-autosom rec,
+75315,Renal dysplasia,Renal dysplasia,
+75316,Medullary cystic kidney,Medullary cystic kidney,
+75317,Medullary sponge kidney,Medullary sponge kidney,
+75319,Other specified cystic kidney disease,Cystic kidney diseas NEC,
+75320,Unspecified obstructive defect of renal pelvis and ureter,Obs dfct ren plv&urt NOS,
+75321,Congenital obstruction of ureteropelvic junction,Congen obst urtroplv jnc,
+75322,Congenital obstruction of ureterovesical junction,Cong obst ureteroves jnc,
+75323,Congenital ureterocele,Congenital ureterocele,
+75329,Other obstructive defects of renal pelvis and ureter,Obst def ren plv&urt NEC,
+7533,Other specified anomalies of kidney,Kidney anomaly NEC,
+7534,Other specified anomalies of ureter,Ureteral anomaly NEC,
+7535,Exstrophy of urinary bladder,Bladder exstrophy,
+7536,Atresia and stenosis of urethra and bladder neck,Congen urethral stenosis,
+7537,Anomalies of urachus,Anomalies of urachus,
+7538,Other specified anomalies of bladder and urethra,Cystourethral anom NEC,
+7539,Unspecified anomaly of urinary system,Urinary anomaly NOS,
+7540,"Congenital musculoskeletal deformities of skull, face, and jaw",Cong skull/face/jaw def,
+7541,Congenital musculoskeletal deformities of sternocleidomastoid muscle,Congenital torticollis,
+7542,Congenital musculoskeletal deformities of spine,Cong postural deformity,
+75430,"Congenital dislocation of hip, unilateral","Cong hip disloc, unilat",
+75431,"Congenital dislocation of hip, bilateral","Congen hip disloc, bilat",
+75432,"Congenital subluxation of hip, unilateral","Cong hip sublux, unilat",
+75433,"Congenital subluxation of hip, bilateral","Cong hip sublux, bilat",
+75435,Congenital dislocation of one hip with subluxation of other hip,Cong hip disloc w sublux,
+75440,Genu recurvatum,Cong genu recurvatum,
+75441,Congenital dislocation of knee (with genu recurvatum),Cong knee dislocation,
+75442,Congenital bowing of femur,Congen bowing of femur,
+75443,Congenital bowing of tibia and fibula,Cong bowing tibia/fibula,
+75444,Congenital bowing of unspecified long bones of leg,Cong bowing leg NOS,
+75450,Talipes varus,Talipes varus,
+75451,Talipes equinovarus,Talipes equinovarus,
+75452,Metatarsus primus varus,Metatarsus primus varus,
+75453,Metatarsus varus,Metatarsus varus,
+75459,Other varus deformities of feet,Cong varus foot def NEC,
+75460,Talipes valgus,Talipes valgus,
+75461,Congenital pes planus,Congenital pes planus,
+75462,Talipes calcaneovalgus,Talipes calcaneovalgus,
+75469,Other valgus deformities of feet,Cong valgus foot def NEC,
+75470,"Talipes, unspecified",Talipes NOS,
+75471,Talipes cavus,Talipes cavus,
+75479,Other deformities of feet,Cong foot deform NEC,
+75481,Pectus excavatum,Pectus excavatum,
+75482,Pectus carinatum,Pectus carinatum,
+75489,Other specified nonteratogenic anomalies,Nonteratogenic anom NEC,
+75500,"Polydactyly, unspecified digits",Polydactyly NOS,
+75501,Polydactyly of fingers,"Polydactyly, fingers",
+75502,Polydactyly of toes,"Polydactyly, toes",
+75510,Syndactyly of multiple and unspecified sites,"Syndactyly, multiple/NOS",
+75511,Syndactyly of fingers without fusion of bone,Syndactyl fing-no fusion,
+75512,Syndactyly of fingers with fusion of bone,Syndactyl fing w fusion,
+75513,Syndactyly of toes without fusion of bone,Syndactyl toe-no fusion,
+75514,Syndactyly of toes with fusion of bone,Syndactyl toe w fusion,
+75520,Unspecified reduction deformity of upper limb,Reduc deform up limb NOS,
+75521,Transverse deficiency of upper limb,Transverse defic arm,
+75522,"Longitudinal deficiency of upper limb, not elsewhere classified",Longitud defic arm NEC,
+75523,"Longitudinal deficiency, combined, involving humerus, radius, and ulna (complete or incomplete)",Combin longit defic arm,
+75524,"Longitudinal deficiency, humeral, complete or partial (with or without distal deficiencies, incomplete)",Longitudin defic humerus,
+75525,"Longitudinal deficiency, radioulnar, complete or partial (with or without distal deficiencies, incomplete)",Longitud defic radioulna,
+75526,"Longitudinal deficiency, radial, complete or partial (with or without distal deficiencies, incomplete)",Longitud defic radius,
+75527,"Longitudinal deficiency, ulnar, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic ulna,
+75528,"Longitudinal deficiency, carpals or metacarpals, complete or partial (with or without incomplete phalangeal deficiency)",Longitudinal defic hand,
+75529,"Longitudinal deficiency, phalanges, complete or partial",Longitud defic phalanges,
+75530,Unspecified reduction deformity of lower limb,Reduction deform leg NOS,
+75531,Transverse deficiency of lower limb,Transverse defic leg,
+75532,"Longitudinal deficiency of lower limb, not elsewhere classified",Longitudin defic leg NEC,
+75533,"Longitudinal deficiency, combined, involving femur, tibia, and fibula (complete or incomplete)",Comb longitudin def leg,
+75534,"Longitudinal deficiency, femoral, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic femur,
+75535,"Longitudinal deficiency, tibiofibular, complete or partial (with or without distal deficiencies, incomplete)",Tibiofibula longit defic,
+75536,"Longitudinal deficiency, tibia, complete or partial (with or without distal deficiencies, incomplete)",Longitudinal defic tibia,
+75537,"Longitudinal deficiency, fibular, complete or partial (with or without distal deficiencies, incomplete)",Longitudin defic fibula,
+75538,"Longitudinal deficiency, tarsals or metatarsals, complete or partial (with or without incomplete phalangeal deficiency)",Longitudinal defic foot,
+75539,"Longitudinal deficiency, phalanges, complete or partial",Longitud defic phalanges,
+7554,"Reduction deformities, unspecified limb",Reduct deform limb NOS,
+75550,Unspecified anomaly of upper limb,Upper limb anomaly NOS,
+75551,Congenital deformity of clavicle,Cong deformity-clavicle,
+75552,Congenital elevation of scapula,Cong elevation-scapula,
+75553,Radioulnar synostosis,Radioulnar synostosis,
+75554,Madelung's deformity,Madelung's deformity,
+75555,Acrocephalosyndactyly,Acrocephalosyndactyly,
+75556,Accessory carpal bones,Accessory carpal bones,
+75557,Macrodactylia (fingers),Macrodactylia (fingers),
+75558,"Cleft hand, congenital",Congenital cleft hand,
+75559,"Other anomalies of upper limb, including shoulder girdle",Upper limb anomaly NEC,
+75560,Unspecified anomaly of lower limb,Lower limb anomaly NOS,
+75561,"Coxa valga, congenital",Congenital coxa valga,
+75562,"Coxa vara, congenital",Congenital coxa vara,
+75563,Other congenital deformity of hip (joint),Cong hip deformity NEC,
+75564,Congenital deformity of knee (joint),Cong knee deformity,
+75565,Macrodactylia of toes,Macrodactylia of toes,
+75566,Other anomalies of toes,Anomalies of toes NEC,
+75567,"Anomalies of foot, not elsewhere classified",Anomalies of foot NEC,
+75569,"Other anomalies of lower limb, including pelvic girdle",Lower limb anomaly NEC,
+7558,Other specified anomalies of unspecified limb,Congen limb anomaly NEC,
+7559,Unspecified anomaly of unspecified limb,Congen limb anomaly NOS,
+7560,Anomalies of skull and face bones,Anomal skull/face bones,
+75610,"Anomaly of spine, unspecified",Anomaly of spine NOS,
+75611,"Spondylolysis, lumbosacral region",Lumbosacr spondylolysis,
+75612,Spondylolisthesis,Spondylolisthesis,
+75613,"Absence of vertebra, congenital",Cong absence of vertebra,
+75614,Hemivertebra,Hemivertebra,
+75615,"Fusion of spine (vertebra), congenital",Congen fusion of spine,
+75616,Klippel-Feil syndrome,Klippel-feil syndrome,
+75617,Spina bifida occulta,Spina bifida occulta,
+75619,Other anomalies of spine,Anomaly of spine NEC,
+7562,Cervical rib,Cervical rib,
+7563,Other anomalies of ribs and sternum,Rib & sternum anomal NEC,
+7564,Chondrodystrophy,Chondrodystrophy,
+75650,"Congenital osteodystrophy, unspecified",Osteodystrophy NOS,
+75651,Osteogenesis imperfecta,Osteogenesis imperfecta,
+75652,Osteopetrosis,Osteopetrosis,
+75653,Osteopoikilosis,Osteopoikilosis,
+75654,Polyostotic fibrous dysplasia of bone,Polyostotic fibros dyspl,
+75655,Chondroectodermal dysplasia,Chondroectoderm dysplas,
+75656,Multiple epiphyseal dysplasia,Mult epiphyseal dysplas,
+75659,Other osteodystrophies,Osteodystrophy NEC,
+7566,Anomalies of diaphragm,Anomalies of diaphragm,
+75670,"Anomaly of abdominal wall, unspecified",Congn anoml abd wall NOS,
+75671,Prune belly syndrome,Prune belly syndrome,
+75672,Omphalocele,Omphalocele,
+75673,Gastroschisis,Gastroschisis,
+75679,Other congenital anomalies of abdominal wall,Congn anoml abd wall NEC,
+75681,Absence of muscle and tendon,Absence of muscle/tendon,
+75682,Accessory muscle,Accessory muscle,
+75683,Ehlers-Danlos syndrome,Ehlers-danlos syndrome,
+75689,"Other specified anomalies of muscle, tendon, fascia, and connective tissue",Soft tissue anomaly NEC,
+7569,Other and unspecified anomalies of musculoskeletal system,Musculoskel anom NEC/NOS,
+7570,Hereditary edema of legs,Hereditary edema of legs,
+7571,Ichthyosis congenita,Ichthyosis congenita,
+7572,Dermatoglyphic anomalies,Dermatoglyphic anomalies,
+75731,Congenital ectodermal dysplasia,Cong ectodermal dysplas,
+75732,Vascular hamartomas,Vascular hamartomas,
+75733,Congenital pigmentary anomalies of skin,Cong skin pigment anomal,
+75739,Other specified anomalies of skin,Skin anomaly NEC,
+7574,Specified anomalies of hair,Hair anomalies NEC,
+7575,Specified anomalies of nails,Nail anomalies NEC,
+7576,Specified congenital anomalies of breast,Cong breast anomaly NEC,
+7578,Other specified anomalies of the integument,Oth integument anomalies,
+7579,Unspecified congenital anomaly of the integument,Integument anomaly NOS,
+7580,Down's syndrome,Down's syndrome,
+7581,Patau's syndrome,Patau's syndrome,
+7582,Edwards' syndrome,Edwards' syndrome,
+75831,Cri-du-chat syndrome,Cri-du-chat syndrome,
+75832,Velo-cardio-facial syndrome,Velo-cardio-facial synd,
+75833,Other microdeletions,Microdeletions NEC,
+75839,Other autosomal deletions,Autosomal deletions NEC,
+7584,Balanced autosomal translocation in normal individual,Balance autosom transloc,
+7585,Other conditions due to autosomal anomalies,Autosomal anomalies NEC,
+7586,Gonadal dysgenesis,Gonadal dysgenesis,
+7587,Klinefelter's syndrome,Klinefelter's syndrome,
+75881,Other conditions due to sex chromosome anomalies,Oth cond due to sex chrm,
+75889,Other conditions due to chromosome anomalies,Oth con d/t chrm anm NEC,
+7589,Conditions due to anomaly of unspecified chromosome,Chromosome anomaly NOS,
+7590,Anomalies of spleen,Anomalies of spleen,
+7591,Anomalies of adrenal gland,Adrenal gland anomaly,
+7592,Anomalies of other endocrine glands,Endocrine anomaly NEC,
+7593,Situs inversus,Situs inversus,
+7594,Conjoined twins,Conjoined twins,
+7595,Tuberous sclerosis,Tuberous sclerosis,
+7596,"Other hamartoses, not elsewhere classified",Hamartoses NEC,
+7597,"Multiple congenital anomalies, so described",Mult congen anomal NEC,
+75981,Prader-Willi syndrome,Prader-willi syndrome,
+75982,Marfan syndrome,Marfan syndrome,
+75983,Fragile X syndrome,Fragile x syndrome,
+75989,Other specified congenital anomalies,Specfied cong anomal NEC,
+7599,"Congenital anomaly, unspecified",Congenital anomaly NOS,
+7600,Maternal hypertensive disorders affecting fetus or newborn,Matern hyperten aff NB,
+7601,Maternal renal and urinary tract diseases affecting fetus or newborn,Matern urine dis aff NB,
+7602,Maternal infections affecting fetus or newborn,Maternal infec aff NB,
+7603,Other chronic maternal circulatory and respiratory diseases affecting fetus or newborn,Matern cardioresp aff NB,
+7604,Maternal nutritional disorders affecting fetus or newborn,Matern nutrit dis aff NB,
+7605,Maternal injury affecting fetus or newborn,Maternal injury aff NB,
+76061,Newborn affected by amniocentesis,Amniocentesis affect NB,
+76062,Newborn affected by other in utero procedure,In utero proc NEC aff NB,
+76063,Newborn affected by other surgical operations on mother during pregnancy,Mat surg dur preg aff NB,
+76064,Newborn affected by previous surgical procedure on mother not associated with pregnancy,Prev matern surg aff NB,
+76070,Unspecified noxious substance affecting fetus or newborn via placenta or breast milk,Nox sub NOS aff NB/fetus,
+76071,Alcohol affecting fetus or newborn via placenta or breast milk,Maternl alc aff NB/fetus,
+76072,Narcotics affecting fetus or newborn via placenta or breast milk,Matern narc aff NB/fetus,
+76073,Hallucinogenic agents affecting fetus or newborn via placenta or breast milk,Matern halluc af NB/fet,
+76074,Anti-infectives affecting fetus or newborn via placenta or breast milk,Mat anti-inf aff NB/fet,
+76075,Cocaine affecting fetus or newborn via placenta or breast milk,Mat cocaine aff NB/fet,
+76076,Diethylstilbestrol [DES] affecting fetus or newborn via placenta or breast milk,Maternal DES af NB/fetus,
+76077,Anticonvulsants affecting fetus or newborn via placenta or breast milk,Mat anticonv aff NB/fet,
+76078,Antimetabolic agents affecting fetus or newborn via placenta or breast milk,Mat antimetabol aff NB,
+76079,Other noxious influences affecting fetus or newborn via placenta or breast milk,Nox sub NEC aff NB/fetus,
+7608,Other specified maternal conditions affecting fetus or newborn,Maternal cond NEC aff NB,
+7609,Unspecified maternal condition affecting fetus or newborn,Maternal cond NOS aff NB,
+7610,Incompetent cervix affecting fetus or newborn,Incompetnt cervix aff NB,
+7611,Premature rupture of membranes affecting fetus or newborn,Premat rupt memb aff NB,
+7612,Oligohydramnios affecting fetus or newborn,Oligohydramnios aff NB,
+7613,Polyhydramnios affecting fetus or newborn,Polyhydramnios aff NB,
+7614,Ectopic pregnancy affecting fetus or newborn,Ectopic pregnancy aff NB,
+7615,Multiple pregnancy affecting fetus or newborn,Mult pregnancy aff NB,
+7616,Maternal death affecting fetus or newborn,Maternal death aff NB,
+7617,Malpresentation before labor affecting fetus or newborn,Antepart malpres aff NB,
+7618,Other specified maternal complications of pregnancy affecting fetus or newborn,Matern compl NEC aff NB,
+7619,Unspecified maternal complication of pregnancy affecting fetus or newborn,Matern compl NOS aff NB,
+7620,Placenta previa affecting fetus or newborn,Placenta previa aff NB,
+7621,Other forms of placental separation and hemorrhage affecting fetus or newborn,Placenta hem NEC aff NB,
+7622,Other and unspecified morphological and functional abnormalities of placenta affecting fetus or newborn,Abn plac NEC/NOS aff NB,
+7623,Placental transfusion syndromes affecting fetus or newborn,Placent transfusion syn,
+7624,Prolapsed umbilical cord affecting fetus or newborn,Prolapsed cord aff NB,
+7625,Other compression of umbilical cord affecting fetus or newborn,Oth umbil cord compress,
+7626,Other and unspecified conditions of umbilical cord affecting fetus or newborn,Umbil cond NEC aff NB,
+7627,Chorioamnionitis affecting fetus or newborn,Chorioamnionitis aff NB,
+7628,Other specified abnormalities of chorion and amnion affecting fetus or newborn,Abn amnion NEC aff NB,
+7629,Unspecified abnormality of chorion and amnion affecting fetus or newborn,Abn amnion NOS aff NB,
+7630,Breech delivery and extraction affecting fetus or newborn,Breech del/extrac aff NB,
+7631,"Other malpresentation, malposition, and disproportion during labor and delivery affecting fetus or newborn",Malpos/dispro NEC aff NB,
+7632,Forceps delivery affecting fetus or newborn,Forceps delivery aff NB,
+7633,Delivery by vacuum extractor affecting fetus or newborn,Vacuum extrac del aff NB,
+7634,Cesarean delivery affecting fetus or newborn,Cesarean delivery aff NB,
+7635,Maternal anesthesia and analgesia affecting fetus or newborn,Mat anesth/analg aff NB,
+7636,Precipitate delivery affecting fetus or newborn,Precipitate del aff NB,
+7637,Abnormal uterine contractions affecting fetus or newborn,Abn uterine contr aff NB,
+76381,Abnormality in fetal heart rate or rhythm before the onset of labor,Ab ftl hrt rt/rh b/f lab,
+76382,Abnormality in fetal heart rate or rhythm during labor,Ab ftl hrt rt/rh dur lab,
+76383,"Abnormality in fetal heart rate or rhythm, unspecified as to time of onset",Ab ftl hrt rt/rhy NOS,
+76384,Meconium passage during delivery,Meconium dur del aff NB,
+76389,Other specified complications of labor and delivery affecting fetus or newborn,Compl del NEC aff NB,
+7639,Unspecified complication of labor and delivery affecting fetus or newborn,Compl deliv NOS aff NB,
+76400,"""Light-for-dates"" without mention of fetal malnutrition, unspecified [weight]",Light-for-dates wtNOS,
+76401,"""Light-for-dates"" without mention of fetal malnutrition, less than 500 grams",Light-for-dates <500g,
+76402,"""Light-for-dates"" without mention of fetal malnutrition, 500-749 grams",Lt-for-dates 500-749g,
+76403,"""Light-for-dates"" without mention of fetal malnutrition, 750-999 grams",Lt-for-dates 750-999g,
+76404,"""Light-for-dates"" without mention of fetal malnutrition, 1,000- 1,249 grams",Lt-for-dates 1000-1249g,
+76405,"""Light-for-dates""without mention of fetal malnutrition, 1,250- 1,499 grams",Lt-for-dates 1250-1499g,
+76406,"""Light-for-dates"" without mention of fetal malnutrition, 1,500- 1,749 grams",Lt-for-dates 1500-1749g,
+76407,"""Light-for-dates"" without mention of fetal malnutrition, 1,750- 1,999 grams",Lt-for-dates 1750-1999g,
+76408,"""Light-for-dates"" without mention of fetal malnutrition, 2,000- 2,499 grams",Lt-for-dates 2000-2499g,
+76409,"""Light-for-dates"" without mention of fetal malnutrition, 2,500 grams and over",Lt-for-dates 2500+g,
+76410,"""Light-for-dates"" with signs of fetal malnutrition, unspecified [weight]",Lt-for-date w/mal wtNOS,
+76411,"""Light-for-dates"" with signs of fetal malnutrition, less than 500 grams",Lt-for-date w/mal <500g,
+76412,"""Light-for-dates""with signs of fetal malnutrition, 500-749 grams",Lt-date w/mal 500-749g,
+76413,"""Light-for-dates"" with signs of fetal malnutrition, 750-999 grams",Lt-date w/mal 750-999g,
+76414,"""Light-for-dates"" with signs of fetal malnutrition, 1,000-1,249 grams",Lt-date w/mal 1000-1249g,
+76415,"""Light-for-dates"" with signs of fetal malnutrition, 1,250-1,499 grams",Lt-date w/mal 1250-1499g,
+76416,"""Light-for-dates"" with signs of fetal malnutrition, 1,500-1,749 grams",Lt-date w/mal 1500-1749g,
+76417,"""Light-for-dates"" with signs of fetal malnutrition, 1,750-1,999 grams",Lt-date w/mal 1750-1999g,
+76418,"""Light-for-dates""with signs of fetal malnutrition, 2,000-2,499 grams",Lt-date w/mal 2000-2499g,
+76419,"""Light-for-dates""with signs of fetal malnutrition, 2,500 grams and over",Lt-for-date w/mal 2500+g,
+76420,"Fetal malnutrition without mention of ""light-for-dates"", unspecified [weight]",Fetal malnutrition wtNOS,
+76421,"Fetal malnutrition without mention of ""light-for-dates"", less than 500 grams",Fetal malnutrition <500g,
+76422,"Fetal malnutrition without mention of ""light-for-dates"", 500-749 grams",Fetal malnutr 500-749g,
+76423,"Fetal malnutrition without mention of ""light-for-dates"", 750-999 grams",Fetal mal 750-999g,
+76424,"Fetal malnutrition without mention of ""light-for-dates"", 1,000-1,249 grams",Fetal mal 1000-1249g,
+76425,"Fetal malnutrition without mention of ""light-for-dates"", 1,250-1,499 grams",Fetal mal 1250-1499g,
+76426,"Fetal malnutrition without mention of ""light-for-dates"", 1,500-1,749 grams",Fetal mal 1500-1749g,
+76427,"Fetal malnutrition without mention of ""light-for-dates"", 1,750-1,999 grams",Fetal malnutr 1750-1999g,
+76428,"Fetal malnutrition without mention of ""light-for-dates"", 2,000-2,499 grams",Fetal malnutr 2000-2499g,
+76429,"Fetal malnutrition without mention of ""light-for-dates"", 2,500 grams and over",Fetal malnutr 2500+g,
+76490,"Fetal growth retardation, unspecified, unspecified [weight]",Fet growth retard wtNOS,
+76491,"Fetal growth retardation, unspecified, less than 500 grams",Fet growth retard <500g,
+76492,"Fetal growth retardation, unspecified, 500-749 grams",Fet growth ret 500-749g,
+76493,"Fetal growth retardation, unspecified, 750-999 grams",Fet growth ret 750-999g,
+76494,"Fetal growth retardation, unspecified, 1,000-1,249 grams",Fet grwth ret 1000-1249g,
+76495,"Fetal growth retardation, unspecified, 1,250-1,499 grams",Fet grwth ret 1250-1499g,
+76496,"Fetal growth retardation, unspecified, 1,500-1,749 grams",Fet grwth ret 1500-1749g,
+76497,"Fetal growth retardation, unspecified, 1,750-1,999 grams",Fet grwth ret 1750-1999g,
+76498,"Fetal growth retardation, unspecified, 2,000-2,499 grams",Fet grwth ret 2000-2499g,
+76499,"Fetal growth retardation, unspecified, 2,500 grams and over",Fet growth ret 2500+g,
+76500,"Extreme immaturity, unspecified [weight]",Extreme immatur wtNOS,
+76501,"Extreme immaturity, less than 500 grams",Extreme immatur <500g,
+76502,"Extreme immaturity, 500-749 grams",Extreme immatur 500-749g,
+76503,"Extreme immaturity, 750-999 grams",Extreme immatur 750-999g,
+76504,"Extreme immaturity, 1,000-1,249 grams",Extreme immat 1000-1249g,
+76505,"Extreme immaturity, 1,250-1,499 grams",Extreme immat 1250-1499g,
+76506,"Extreme immaturity, 1,500-1,749 grams",Extreme immat 1500-1749g,
+76507,"Extreme immaturity, 1,750-1,999 grams",Extreme immat 1750-1999g,
+76508,"Extreme immaturity, 2,000-2,499 grams",Extreme immat 2000-2499g,
+76509,"Extreme immaturity, 2,500 grams and over",Extreme immat 2500+g,
+76510,"Other preterm infants, unspecified [weight]",Preterm infant NEC wtNOS,
+76511,"Other preterm infants, less than 500 grams",Preterm NEC <500g,
+76512,"Other preterm infants, 500-749 grams",Preterm NEC 500-749g,
+76513,"Other preterm infants, 750-999 grams",Preterm NEC 750-999g,
+76514,"Other preterm infants, 1,000-1,249 grams",Preterm NEC 1000-1249g,
+76515,"Other preterm infants, 1,250-1,499 grams",Preterm NEC 1250-1499g,
+76516,"Other preterm infants, 1,500-1,749 grams",Preterm NEC 1500-1749g,
+76517,"Other preterm infants, 1,750-1,999 grams",Preterm NEC 1750-1999g,
+76518,"Other preterm infants, 2,000-2,499 grams",Preterm NEC 2000-2499g,
+76519,"Other preterm infants, 2,500 grams and over",Preterm NEC 2500+g,
+76520,Unspecified weeks of gestation,Weeks of gestation NOS,
+76521,Less than 24 completed weeks of gestation,<24 comp wks gestation,
+76522,24 completed weeks of gestation,24 comp weeks gestation,
+76523,25-26 completed weeks of gestation,25-26 comp wks gestation,
+76524,27-28 completed weeks of gestation,27-28 comp wks gestation,
+76525,29-30 completed weeks of gestation,29-30 comp wks gestation,
+76526,31-32 completed weeks of gestation,31-32 comp wks gestation,
+76527,33-34 completed weeks of gestation,33-34 comp wks gestation,
+76528,35-36 completed weeks of gestation,35-36 comp wks gestation,
+76529,37 or more completed weeks of gestation,37+ comp wks gestation,
+7660,Exceptionally large baby,Exceptionally large baby,
+7661,"Other ""heavy-for-dates"" infants",Heavy-for-date infan NEC,
+76621,Post-term infant,Post-term infant,
+76622,Prolonged gestation of infant,Prolong gestation-infant,
+7670,Subdural and cerebral hemorrhage,Cerebral hem at birth,
+76711,Epicranial subaponeurotic hemorrhage (massive),Epicranial subapo hemorr,
+76719,Other injuries to scalp,Injuries to scalp NEC,
+7672,Fracture of clavicle due to birth trauma,Clavicle fx at birth,
+7673,Other injuries to skeleton due to birth trauma,Bone injury NEC at birth,
+7674,Injury to spine and spinal cord due to birth trauma,Spinal cord inj at birth,
+7675,Facial nerve injury due to birth trauma,Facial nerve inj-birth,
+7676,Injury to brachial plexus due to birth trauma,Brach plexus inj-birth,
+7677,Other cranial and peripheral nerve injuries due to birth trauma,Nerve inj NEC at birth,
+7678,Other specified birth trauma,Birth trauma NEC,
+7679,"Birth trauma, unspecified",Birth trauma NOS,
+7680,Fetal death from asphyxia or anoxia before onset of labor or at unspecified time,Fetal death-anoxia NOS,
+7681,Fetal death from asphyxia or anoxia during labor,Fet death-anoxia dur lab,
+7682,"Fetal distress before onset of labor, in liveborn infant",Fet distress befor labor,
+7683,"Fetal distress first noted during labor and delivery, in liveborn infant",Fetal distrs dur lab/del,
+7684,"Fetal distress, unspecified as to time of onset, in liveborn infant",Fetal distress NOS,
+7685,Severe birth asphyxia,Severe birth asphyxia,
+7686,Mild or moderate birth asphyxia,Mild/mod birth asphyxia,
+76870,"Hypoxic-ischemic encephalopathy, unspecified",Hypoxc-ischem enceph NOS,
+76871,Mild hypoxic-ischemic encephalopathy,Mild hypox-ischem enceph,
+76872,Moderate hypoxic-ischemic encephalopathy,Mod hypox-ischem enceph,
+76873,Severe hypoxic-ischemic encephalopathy,Sev hypox-ischem enceph,
+7689,Unspecified severity of birth asphyxia in liveborn infant,Birth asphyxia NOS,
+769,Respiratory distress syndrome in newborn,Respiratory distress syn,
+7700,Congenital pneumonia,Congenital pneumonia,
+77010,"Fetal and newborn aspiration, unspecified",Fetal & newborn asp NOS,
+77011,Meconium aspiration without respiratory symptoms,Meconium asp wo resp sym,
+77012,Meconium aspiration with respiratory symptoms,Meconium asp w resp symp,
+77013,Aspiration of clear amniotic fluid without respiratory symptoms,Amniotc asp w/o resp sym,
+77014,Aspiration of clear amniotic fluid with respiratory symptoms,Amniotic asp w resp sym,
+77015,Aspiration of blood without respiratory symptoms,Blood asp w/o resp sympt,
+77016,Aspiration of blood with respiratory symptoms,Blood asp w resp sympt,
+77017,Other fetal and newborn aspiration without respiratory symptoms,NB asp w/o resp symp NEC,
+77018,Other fetal and newborn aspiration with respiratory symptoms,NB asp w resp symp NEC,
+7702,Interstitial emphysema and related conditions,NB interstit emphysema,
+7703,Pulmonary hemorrhage,NB pulmonary hemorrhage,
+7704,Primary atelectasis,Primary atelectasis,
+7705,Other and unspecified atelectasis,NB atelectasis NEC/NOS,
+7706,Transitory tachypnea of newborn,NB transitory tachypnea,
+7707,Chronic respiratory disease arising in the perinatal period,Perinatal chr resp dis,
+77081,Primary apnea of newborn,Primary apnea of newborn,
+77082,Other apnea of newborn,Other apnea of newborn,
+77083,Cyanotic attacks of newborn,"Cyanotic attack, newborn",
+77084,Respiratory failure of newborn,Resp failure of newborn,
+77085,Aspiration of postnatal stomach contents without respiratory symptoms,Stomch cont asp w/o resp,
+77086,Aspiration of postnatal stomach contents with respiratory symptoms,Stomach cont asp w resp,
+77087,Respiratory arrest of newborn,NB respiratory arrest,
+77088,Hypoxemia of newborn,NB hypoxia,
+77089,Other respiratory problems after birth,Resp prob after brth NEC,
+7709,Unspecified respiratory condition of fetus and newborn,NB respiratory cond NOS,
+7710,Congenital rubella,Congenital rubella,
+7711,Congenital cytomegalovirus infection,Cong cytomegalovirus inf,
+7712,Other congenital infections specific to the perinatal period,Congenital infec NEC,
+7713,Tetanus neonatorum,Tetanus neonatorum,
+7714,Omphalitis of the newborn,Omphalitis of newborn,
+7715,Neonatal infective mastitis,Neonatal infec mastitis,
+7716,Neonatal conjunctivitis and dacryocystitis,Neonatal conjunctivitis,
+7717,Neonatal Candida infection,Neonatal candida infect,
+77181,Septicemia [sepsis] of newborn,NB septicemia [sepsis],
+77182,Urinary tract infection of newborn,NB urinary tract infectn,
+77183,Bacteremia of newborn,Bacteremia of newborn,
+77189,Other infections specific to the perinatal period,Perinatal infection NEC,
+7720,Fetal blood loss,NB fetal blood loss NEC,
+77210,Intraventricular hemorrhage unspecified grade,NB intraven hem NOS,
+77211,"Intraventricular hemorrhage, grade I","NB intraven hem,grade i",
+77212,"Intraventricular hemorrhage, grade II","NB intraven hem,grade ii",
+77213,"Intraventricular hemorrhage, grade III","NB intravn hem,grade iii",
+77214,"Intraventricular hemorrhage, grade IV","NB intraven hem,grade iv",
+7722,Subarachnoid hemorrhage of fetus or newborn,NB subarachnoid hemorr,
+7723,Umbilical hemorrhage after birth,Post-birth umbil hemorr,
+7724,Gastrointestinal hemorrhage of fetus or newborn,NB GI hemorrhage,
+7725,Adrenal hemorrhage of fetus or newborn,NB adrenal hemorrhage,
+7726,Cutaneous hemorrhage of fetus or newborn,NB cutaneous hemorrhage,
+7728,Other specified hemorrhage of fetus or newborn,Neonatal hemorrhage NEC,
+7729,Unspecified hemorrhage of newborn,Neonatal hemorrhage NOS,
+7730,Hemolytic disease of fetus or newborn due to Rh isoimmunization,NB hemolyt dis:rh isoimm,
+7731,Hemolytic disease of fetus or newborn due to ABO isoimmunization,NB hemolyt dis-abo isoim,
+7732,Hemolytic disease of fetus or newborn due to other and unspecified isoimmunization,NB hemolyt dis-isoim NEC,
+7733,Hydrops fetalis due to isoimmunization,Hydrops fetalis:isoimm,
+7734,Kernicterus of fetus or newborn due to isoimmunization,NB kernicterus:isoimmun,
+7735,Late anemia of fetus or newborn due to isoimmunization,NB late anemia:isoimmun,
+7740,Perinatal jaundice from hereditary hemolytic anemias,Perinat jaund-hered anem,
+7741,Perinatal jaundice from other excessive hemolysis,Perinat jaund:hemolysis,
+7742,Neonatal jaundice associated with preterm delivery,Neonat jaund preterm del,
+77430,"Neonatal jaundice due to delayed conjugation, cause unspecified",Delay conjugat jaund NOS,
+77431,Neonatal jaundice due to delayed conjugation in diseases classified elsewhere,Neonat jaund in oth dis,
+77439,Other neonatal jaundice due to delayed conjugation from other causes,Delay conjugat jaund NEC,
+7744,Perinatal jaundice due to hepatocellular damage,Fetal/neonatal hepatitis,
+7745,Perinatal jaundice from other causes,Perinatal jaundice NEC,
+7746,Unspecified fetal and neonatal jaundice,Fetal/neonatal jaund NOS,
+7747,Kernicterus of fetus or newborn not due to isoimmunization,NB kernicterus,
+7750,"Syndrome of ""infant of a diabetic mother""",Infant diabet mother syn,
+7751,Neonatal diabetes mellitus,Neonat diabetes mellitus,
+7752,Neonatal myasthenia gravis,Neonat myasthenia gravis,
+7753,Neonatal thyrotoxicosis,Neonatal thyrotoxicosis,
+7754,Hypocalcemia and hypomagnesemia of newborn,Hypocalcem/hypomagnes NB,
+7755,Other transitory neonatal electrolyte disturbances,Neonatal dehydration,
+7756,Neonatal hypoglycemia,Neonatal hypoglycemia,
+7757,Late metabolic acidosis of newborn,Late metab acidosis NB,
+77581,Other acidosis of newborn,NB acidosis NEC,
+77589,Other neonatal endocrine and metabolic disturbances,Neonat endo/met dis NEC,
+7759,Unspecified endocrine and metabolic disturbances specific to the fetus and newborn,Transient met dis NB NOS,
+7760,Hemorrhagic disease of newborn,NB hemorrhagic disease,
+7761,Transient neonatal thrombocytopenia,Neonatal thrombocytopen,
+7762,Disseminated intravascular coagulation in newborn,Dissem intravasc coag NB,
+7763,Other transient neonatal disorders of coagulation,Oth neonatal coag dis,
+7764,Polycythemia neonatorum,Polycythemia neonatorum,
+7765,Congenital anemia,Congenital anemia,
+7766,Anemia of prematurity,Anemia of prematurity,
+7767,Transient neonatal neutropenia,Neonatal neutropenia,
+7768,Other specified transient hematological disorders of fetus or newborn,Transient hemat dis NEC,
+7769,Unspecified hematological disorder specific to newborn,NB hematological dis NOS,
+7771,Meconium obstruction in fetus or newborn,Meconium obstruction,
+7772,Intestinal obstruction in newborn due to inspissated milk,Intest obst-inspiss milk,
+7773,Hematemesis and melena of newborn due to swallowed maternal blood,Swallowed blood syndrome,
+7774,Transitory ileus of newborn,Transitory ileus of NB,
+77750,"Necrotizing enterocolitis in newborn, unspecified",Nec enterocoltis NB NOS,
+77751,Stage I necrotizing enterocolitis in newborn,Stg I nec enterocol NB,
+77752,Stage II necrotizing enterocolitis in newborn,Stg II nec enterocol NB,
+77753,Stage III necrotizing enterocolitis in newborn,Stg III nec enterocol NB,
+7776,Perinatal intestinal perforation,Perinatal intest perfor,
+7778,Other specified perinatal disorders of digestive system,Perinat GI sys dis NEC,
+7779,Unspecified perinatal disorder of digestive system,Perinat GI sys dis NOS,
+7780,Hydrops fetalis not due to isoimmunization,Hydrops fetalis no isoim,
+7781,Sclerema neonatorum,Sclerema neonatorum,
+7782,Cold injury syndrome of newborn,NB cold injury syndrome,
+7783,Other hypothermia of newborn,NB hypothermia NEC,
+7784,Other disturbances of temperature regulation of newborn,NB temp regulat dis NEC,
+7785,Other and unspecified edema of newborn,Edema of newborn NEC/NOS,
+7786,Congenital hydrocele,Congenital hydrocele,
+7787,Breast engorgement in newborn,NB breast engorgement,
+7788,Other specified conditions involving the integument of fetus and newborn,NB integument cond NEC,
+7789,Unspecified condition involving the integument and temperature regulation of fetus and newborn,NB integument cond NOS,
+7790,Convulsions in newborn,Convulsions in newborn,
+7791,Other and unspecified cerebral irritability in newborn,NB cereb irrit NEC/NOS,
+7792,"Cerebral depression, coma, and other abnormal cerebral signs in fetus or newborn",Cns dysfunction syn NB,
+77931,Feeding problems in newborn,NB feeding problems,
+77932,Bilious vomiting in newborn,NB bilious vomiting,
+77933,Other vomiting in newborn,NB other vomiting,
+77934,Failure to thrive in newborn,NB failure to thrive,
+7794,Drug reactions and intoxications specific to newborn,NB drug reaction/intoxic,
+7795,Drug withdrawal syndrome in newborn,NB drug withdrawal syndr,
+7796,Termination of pregnancy (fetus),Termination of pregnancy,
+7797,Periventricular leukomalacia,Perivent leukomalacia,
+77981,Neonatal bradycardia,Neonatal bradycardia,
+77982,Neonatal tachycardia,Neonatal tachycardia,
+77983,Delayed separation of umbilical cord,Delay separate umbl cord,
+77984,Meconium staining,Meconium staining,
+77985,Cardiac arrest of newborn,NB cardiac arrest,
+77989,Other specified conditions originating in the perinatal period,Perinatal condition NEC,
+7799,Unspecified condition originating in the perinatal period,Perinatal condition NOS,
+78001,Coma,Coma,
+78002,Transient alteration of awareness,Trans alter awareness,
+78003,Persistent vegetative state,Persistent vegtv state,
+78009,Other alteration of consciousness,Other alter consciousnes,
+7801,Hallucinations,Hallucinations,
+7802,Syncope and collapse,Syncope and collapse,
+78031,"Febrile convulsions (simple), unspecified",Febrile convulsions NOS,
+78032,Complex febrile convulsions,Complx febrile convulsns,
+78033,Post traumatic seizures,Post traumatic seizures,
+78039,Other convulsions,Convulsions NEC,
+7804,Dizziness and giddiness,Dizziness and giddiness,
+78050,"Sleep disturbance, unspecified",Sleep disturbance NOS,
+78051,"Insomnia with sleep apnea, unspecified",Insomn w sleep apnea NOS,
+78052,"Insomnia, unspecified",Insomnia NOS,
+78053,"Hypersomnia with sleep apnea, unspecified",Hypersom w slp apnea NOS,
+78054,"Hypersomnia, unspecified",Hypersomnia NOS,
+78055,"Disruption of 24 hour sleep wake cycle, unspecified",Irreg sleep-wake rhy NOS,
+78056,Dysfunctions associated with sleep stages or arousal from sleep,Sleep stage dysfunctions,
+78057,Unspecified sleep apnea,Sleep apnea NOS,
+78058,"Sleep related movement disorder, unspecified",Sleep rel move disor NOS,
+78059,Other sleep disturbances,Sleep disturbances NEC,
+78060,"Fever, unspecified",Fever NOS,
+78061,Fever presenting with conditions classified elsewhere,Fever in other diseases,
+78062,Postprocedural fever,Postprocedural fever,
+78063,Postvaccination fever,Postvaccination fever,
+78064,Chills (without fever),Chills (without fever),
+78065,Hypothermia not associated with low environmental temperature,Hypothrm-wo low env tmp,
+78066,Febrile nonhemolytic transfusion reaction,Feb nonhemo transf react,
+78071,Chronic fatigue syndrome,Chronic fatigue syndrome,
+78072,Functional quadriplegia,Functional quadriplegia,
+78079,Other malaise and fatigue,Malaise and fatigue NEC,
+7808,Generalized hyperhidrosis,Generalizd hyperhidrosis,
+78091,Fussy infant (baby),Fussy infant/baby,
+78092,Excessive crying of infant (baby),Excess cry infant/baby,
+78093,Memory loss,Memory loss,
+78094,Early satiety,Early satiety,
+78095,"Excessive crying of child, adolescent, or adult","Excs cry chld,adol,adult",
+78096,Generalized pain,Generalized pain,
+78097,Altered mental status,Altered mental status,
+78099,Other general symptoms,Other general symptoms,
+7810,Abnormal involuntary movements,Abn involun movement NEC,
+7811,Disturbances of sensation of smell and taste,Smell & taste disturb,
+7812,Abnormality of gait,Abnormality of gait,
+7813,Lack of coordination,Lack of coordination,
+7814,Transient paralysis of limb,Transient limb paralysis,
+7815,Clubbing of fingers,Clubbing of fingers,
+7816,Meningismus,Meningismus,
+7817,Tetany,Tetany,
+7818,Neurologic neglect syndrome,Neurologic neglect syndr,
+78191,Loss of height,Loss of height,
+78192,Abnormal posture,Abnormal posture,
+78193,Ocular torticollis,Ocular torticollis,
+78194,Facial weakness,Facial weakness,
+78199,Other symptoms involving nervous and musculoskeletal systems,Nerve/musculskel sym NEC,
+7820,Disturbance of skin sensation,Skin sensation disturb,
+7821,Rash and other nonspecific skin eruption,Nonspecif skin erupt NEC,
+7822,"Localized superficial swelling, mass, or lump",Local suprficial swellng,
+7823,Edema,Edema,
+7824,"Jaundice, unspecified, not of newborn",Jaundice NOS,
+7825,Cyanosis,Cyanosis,
+78261,Pallor,Pallor,
+78262,Flushing,Flushing,
+7827,Spontaneous ecchymoses,Spontaneous ecchymoses,
+7828,Changes in skin texture,Changes in skin texture,
+7829,Other symptoms involving skin and integumentary tissues,Integument tiss symp NEC,
+7830,Anorexia,Anorexia,
+7831,Abnormal weight gain,Abnormal weight gain,
+78321,Loss of weight,Abnormal loss of weight,
+78322,Underweight,Underweight,
+7833,Feeding difficulties and mismanagement,Feeding problem,
+78340,"Lack of normal physiological development, unspecified",Lack norm physio dev NOS,
+78341,Failure to thrive,Failure to thrive-child,
+78342,Delayed milestones,Delayed milestones,
+78343,Short stature,Short stature,
+7835,Polydipsia,Polydipsia,
+7836,Polyphagia,Polyphagia,
+7837,Adult failure to thrive,Failure to thrive-adult,
+7839,"Other symptoms concerning nutrition, metabolism, and development",Nutr/metab/devel sym NEC,
+7840,Headache,Headache,
+7841,Throat pain,Throat pain,
+7842,"Swelling, mass, or lump in head and neck",Swelling in head & neck,
+7843,Aphasia,Aphasia,
+78440,"Voice and resonance disorder, unspecified",Voice/resonance dis NOS,
+78441,Aphonia,Aphonia,
+78442,Dysphonia,Dysphonia,
+78443,Hypernasality,Hypernasality,
+78444,Hyponasality,Hyponasality,
+78449,Other voice and resonance disorders,Voice/resonance dis NEC,
+78451,Dysarthria,Dysarthria,
+78452,Fluency disorder in conditions classified elsewhere,Flncy dsord cond elsewhr,
+78459,Other speech disturbance,Speech disturbance NEC,
+78460,"Symbolic dysfunction, unspecified",Symbolic dysfunction NOS,
+78461,Alexia and dyslexia,Alexia and dyslexia,
+78469,Other symbolic dysfunction,Symbolic dysfunction NEC,
+7847,Epistaxis,Epistaxis,
+7848,Hemorrhage from throat,Hemorrhage from throat,
+78491,Postnasal drip,Postnasal drip,
+78492,Jaw pain,Jaw pain,
+78499,Other symptoms involving head and neck,Head & neck symptoms NEC,
+7850,"Tachycardia, unspecified",Tachycardia NOS,
+7851,Palpitations,Palpitations,
+7852,Undiagnosed cardiac murmurs,Cardiac murmurs NEC,
+7853,Other abnormal heart sounds,Abnorm heart sounds NEC,
+7854,Gangrene,Gangrene,
+78550,"Shock, unspecified",Shock NOS,
+78551,Cardiogenic shock,Cardiogenic shock,
+78552,Septic shock,Septic shock,
+78559,Other shock without mention of trauma,Shock w/o trauma NEC,
+7856,Enlargement of lymph nodes,Enlargement lymph nodes,
+7859,Other symptoms involving cardiovascular system,Cardiovas sys symp NEC,
+78600,"Respiratory abnormality, unspecified",Respiratory abnorm NOS,
+78601,Hyperventilation,Hyperventilation,
+78602,Orthopnea,Orthopnea,
+78603,Apnea,Apnea,
+78604,Cheyne-Stokes respiration,Cheyne-stokes respiratn,
+78605,Shortness of breath,Shortness of breath,
+78606,Tachypnea,Tachypnea,
+78607,Wheezing,Wheezing,
+78609,Other respiratory abnormalities,Respiratory abnorm NEC,
+7861,Stridor,Stridor,
+7862,Cough,Cough,
+78630,"Hemoptysis, unspecified",Hemoptysis NOS,
+78631,Acute idiopathic pulmonary hemorrhage in infants [AIPHI],Ac idio pul hemrg infant,
+78639,Other hemoptysis,Hemoptysis NEC,
+7864,Abnormal sputum,Abnormal sputum,
+78650,"Chest pain, unspecified",Chest pain NOS,
+78651,Precordial pain,Precordial pain,
+78652,Painful respiration,Painful respiration,
+78659,Other chest pain,Chest pain NEC,
+7866,"Swelling, mass, or lump in chest",Chest swelling/mass/lump,
+7867,Abnormal chest sounds,Abnormal chest sounds,
+7868,Hiccough,Hiccough,
+7869,Other symptoms involving respiratory system and chest,Resp sys/chest symp NEC,
+78701,Nausea with vomiting,Nausea with vomiting,
+78702,Nausea alone,Nausea alone,
+78703,Vomiting alone,Vomiting alone,
+78704,Bilious emesis,Bilious emesis,
+7871,Heartburn,Heartburn,
+78720,"Dysphagia, unspecified",Dysphagia NOS,
+78721,"Dysphagia, oral phase","Dysphagia, oral phase",
+78722,"Dysphagia, oropharyngeal phase","Dysphagia, oropharyngeal",
+78723,"Dysphagia, pharyngeal phase","Dysphagia, pharyngeal",
+78724,"Dysphagia, pharyngoesophageal phase","Dysphagia,pharyngoesoph",
+78729,Other dysphagia,Dysphagia NEC,
+7873,"Flatulence, eructation, and gas pain",Flatul/eructat/gas pain,
+7874,Visible peristalsis,Visible peristalsis,
+7875,Abnormal bowel sounds,Abnormal bowel sounds,
+78760,Full incontinence of feces,Full incontinence-feces,
+78761,Incomplete defecation,Incomplete defecation,
+78762,Fecal smearing,Fecal smearing,
+78763,Fecal urgency,Fecal urgency,
+7877,Abnormal feces,Abnormal feces,
+78791,Diarrhea,Diarrhea,
+78799,Other symptoms involving digestive system,Digestve syst symptm NEC,
+7880,Renal colic,Renal colic,
+7881,Dysuria,Dysuria,
+78820,"Retention of urine, unspecified",Retention urine NOS,
+78821,Incomplete bladder emptying,Incmplet bldder emptying,
+78829,Other specified retention of urine,Oth spcf retention urine,
+78830,"Urinary incontinence, unspecified",Urinary incontinence NOS,
+78831,Urge incontinence,Urge incontinence,
+78832,"Stress incontinence, male",Stress incontinence male,
+78833,Mixed incontinence (male) (female),Mixed incontinence,
+78834,Incontinence without sensory awareness,Incontnce wo sensr aware,
+78835,Post-void dribbling,Post-void dribbling,
+78836,Nocturnal enuresis,Nocturnal enuresis,
+78837,Continuous leakage,Continuous leakage,
+78838,Overflow incontinence,Overflow incontinence,
+78839,Other urinary incontinence,Oth urinry incontinence,
+78841,Urinary frequency,Urinary frequency,
+78842,Polyuria,Polyuria,
+78843,Nocturia,Nocturia,
+7885,Oliguria and anuria,Oliguria & anuria,
+78861,Splitting of urinary stream,Splitting urinary stream,
+78862,Slowing of urinary stream,Slowing urinary stream,
+78863,Urgency of urination,Urgency of urination,
+78864,Urinary hesitancy,Urinary hesitancy,
+78865,Straining on urination,Straining on urination,
+78869,Other abnormality of urination,Oth abnormalt urination,
+7887,Urethral discharge,Urethral discharge,
+7888,Extravasation of urine,Extravasation of urine,
+78891,Functional urinary incontinence,Fnctnl urinary incontnce,
+78899,Other symptoms involving urinary system,Oth symptm urinary systm,
+78900,"Abdominal pain, unspecified site",Abdmnal pain unspcf site,
+78901,"Abdominal pain, right upper quadrant",Abdmnal pain rt upr quad,
+78902,"Abdominal pain, left upper quadrant",Abdmnal pain lft up quad,
+78903,"Abdominal pain, right lower quadrant",Abdmnal pain rt lwr quad,
+78904,"Abdominal pain, left lower quadrant",Abdmnal pain lt lwr quad,
+78905,"Abdominal pain, periumbilic",Abdmnal pain periumbilic,
+78906,"Abdominal pain, epigastric",Abdmnal pain epigastric,
+78907,"Abdominal pain, generalized",Abdmnal pain generalized,
+78909,"Abdominal pain, other specified site",Abdmnal pain oth spcf st,
+7891,Hepatomegaly,Hepatomegaly,
+7892,Splenomegaly,Splenomegaly,
+78930,"Abdominal or pelvic swelling, mass, or lump, unspecified site",Abdmnal mass unspcf site,
+78931,"Abdominal or pelvic swelling, mass, or lump, right upper quadrant",Abdmnal mass rt upr quad,
+78932,"Abdominal or pelvic swelling, mass, or lump, left upper quadrant",Abdmnal mass lft up quad,
+78933,"Abdominal or pelvic swelling, mass, or lump, right lower quadrant",Abdmnal mass rt lwr quad,
+78934,"Abdominal or pelvic swelling, mass, or lump, left lower quadrant",Abdmnal mass lt lwr quad,
+78935,"Abdominal or pelvic swelling, mass, or lump, periumbilic",Abdmnal mass periumbilic,
+78936,"Abdominal or pelvic swelling, mass, or lump, epigastric",Abdmnal mass epigastric,
+78937,"Abdominal or pelvic swelling, mass, or lump, generalized",Abdmnal mass generalized,
+78939,"Abdominal or pelvic swelling, mass, or lump, other specified site",Abdmnal mass oth spcf st,
+78940,"Abdominal rigidity, unspecified site",Abdmnal rgdt unspcf site,
+78941,"Abdominal rigidity, right upper quadrant",Abdmnal rgdt rt upr quad,
+78942,"Abdominal rigidity, left upper quadrant",Abdmnal rgdt lft up quad,
+78943,"Abdominal rigidity, right lower quadrant",Abdmnal rgdt rt lwr quad,
+78944,"Abdominal rigidity, left lower quadrant",Abdmnal rgdt lt lwr quad,
+78945,"Abdominal rigidity, periumbilic",Abdmnal rgdt periumbilic,
+78946,"Abdominal rigidity, epigastric",Abdmnal rgdt epigastric,
+78947,"Abdominal rigidity, generalized",Abdmnal rgdt generalized,
+78949,"Abdominal rigidity, other specified site",Abdmnal rgdt oth spcf st,
+78951,Malignant ascites,Malignant ascites,
+78959,Other ascites,Ascites NEC,
+78960,"Abdominal tenderness, unspecified site",Abdmnal tndr unspcf site,
+78961,"Abdominal tenderness, right upper quadrant",Abdmnal tndr rt upr quad,
+78962,"Abdominal tenderness, left upper quadrant",Abdmnal tndr lft up quad,
+78963,"Abdominal tenderness, right lower quadrant",Abdmnal tndr rt lwr quad,
+78964,"Abdominal tenderness, left lower quadrant",Abdmnal tndr lt lwr quad,
+78965,"Abdominal tenderness, periumbilic",Abdmnal tndr periumbilic,
+78966,"Abdominal tenderness, epigastric",Abdmnal tndr epigastric,
+78967,"Abdominal tenderness, generalized",Abdmnal tndr generalized,
+78969,"Abdominal tenderness, other specified site",Abdmnal tndr oth spcf st,
+7897,Colic,Colic,
+7899,Other symptoms involving abdomen and pelvis,Abdomen/pelvis symp NEC,
+79001,Precipitous drop in hematocrit,"Drop, hematocrit, precip",
+79009,Other abnormality of red blood cells,Abnormal RBC NEC,
+7901,Elevated sedimentation rate,Elevated sediment rate,
+79021,Impaired fasting glucose,Impaired fasting glucose,
+79022,Impaired glucose tolerance test (oral),Impaired oral glucse tol,
+79029,Other abnormal glucose,Abnormal glucose NEC,
+7903,Excessive blood level of alcohol,Excess blood-alcohol lev,
+7904,Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH],Elev transaminase/ldh,
+7905,Other nonspecific abnormal serum enzyme levels,Abn serum enzy level NEC,
+7906,Other abnormal blood chemistry,Abn blood chemistry NEC,
+7907,Bacteremia,Bacteremia,
+7908,"Viremia, unspecified",Viremia NOS,
+79091,Abnormal arterial blood gases,Abnrml art blood gases,
+79092,Abnormal coagulation profile,Abnrml coagultion prfile,
+79093,Elevated prostate specific antigen [PSA],Elvtd prstate spcf antgn,
+79094,Euthyroid sick syndrome,Euthyroid sick syndrome,
+79095,Elevated C-reactive protein (CRP),Elev C-reactive protein,
+79099,Other nonspecific findings on examination of blood,Oth nspcf finding blood,
+7910,Proteinuria,Proteinuria,
+7911,Chyluria,Chyluria,
+7912,Hemoglobinuria,Hemoglobinuria,
+7913,Myoglobinuria,Myoglobinuria,
+7914,Biliuria,Biliuria,
+7915,Glycosuria,Glycosuria,
+7916,Acetonuria,Acetonuria,
+7917,Other cells and casts in urine,Oth cells/casts in urine,
+7919,Other nonspecific findings on examination of urine,Abn urine findings NEC,
+7920,Nonspecific abnormal findings in cerebrospinal fluid,Abn fnd-cerebrospinal fl,
+7921,Nonspecific abnormal findings in stool contents,Abn find-stool contents,
+7922,Nonspecific abnormal findings in semen,Abn findings-semen,
+7923,Nonspecific abnormal findings in amniotic fluid,Abn find-amniotic fluid,
+7924,Nonspecific abnormal findings in saliva,Abn findings-saliva,
+7925,Cloudy (hemodialysis) (peritoneal) dialysis effluent,Cloudy dialysis effluent,
+7929,Other nonspecific abnormal findings in body substances,Abn find-body subst NEC,
+7930,Nonspecific (abnormal) findings on radiological and other examination of skull and head,Nonsp abn fd-skull/head,
+79311,Solitary pulmonary nodule,Solitary pulmonry nodule,
+79319,Other nonspecific abnormal finding of lung field,Ot nonsp ab fnd lung fld,
+7932,Nonspecific (abnormal) findings on radiological and other examination of other intrathoracic organs,Nonsp abn intrathor NEC,
+7933,Nonspecific (abnormal) findings on radiological and other examination of biliary tract,Nonsp abn fd-bilry tract,
+7934,Nonspecific (abnormal) findings on radiological and other examination of gastrointestinal tract,Nonsp abn find-gi tract,
+7935,Nonspecific (abnormal) findings on radiological and other examination of genitourinary organs,Nonsp abn find-gu organs,
+7936,"Nonspecific (abnormal) findings on radiological and other examination of abdominal area, including retroperitoneum",Nonsp abn fnd-abdom area,
+7937,Nonspecific (abnormal) findings on radiological and other examination of musculoskeletal system,Nonsp abn find-ms system,
+79380,"Abnormal mammogram, unspecified",Ab mammogram NOS,
+79381,Mammographic microcalcification,Mammographic microcalcif,
+79382,Inconclusive mammogram,Inconclusive mammogram,
+79389,Other (abnormal) findings on radiological examination of breast,Abn finding-breast NEC,
+79391,Image test inconclusive due to excess body fat,Image test incon d/t fat,
+79399,Other nonspecific (abnormal) findings on radiological and other examinations of body structure,Nonsp abn find-body NEC,
+79400,"Abnormal function study of brain and central nervous system, unspecified",Abn cns funct study NOS,
+79401,Nonspecific abnormal echoencephalogram,Abnorm echoencephalogram,
+79402,Nonspecific abnormal electroencephalogram [EEG],Abn electroencephalogram,
+79409,Other nonspecific abnormal results of function study of brain and central nervous system,Abn cns funct study NEC,
+79410,"Nonspecific abnormal response to nerve stimulation, unspecified",Abn stimul response NOS,
+79411,Nonspecific abnormal retinal function studies,Abn retinal funct study,
+79412,Nonspecific abnormal electro-oculogram [EOG],Abnorm electro-oculogram,
+79413,Nonspecific abnormal visually evoked potential,Abnormal vep,
+79414,Nonspecific abnormal oculomotor studies,Abn oculomotor studies,
+79415,Nonspecific abnormal auditory function studies,Abn auditory funct study,
+79416,Nonspecific abnormal vestibular function studies,Abn vestibular func stud,
+79417,Nonspecific abnormal electromyogram [EMG],Abnorm electromyogram,
+79419,Other nonspecific abnormal results of function study of peripheral nervous system and special senses,Abn periph nerv stud NEC,
+7942,Nonspecific abnormal results of pulmonary function study,Abn pulmonary func study,
+79430,"Abnormal cardiovascular function study, unspecified",Abn cardiovasc study NOS,
+79431,Nonspecific abnormal electrocardiogram [ECG] [EKG],Abnorm electrocardiogram,
+79439,Other nonspecific abnormal results of function study of cardiovascular system,Abn cardiovasc study NEC,
+7944,Nonspecific abnormal results of function study of kidney,Abn kidney funct study,
+7945,Nonspecific abnormal results of function study of thyroid,Abn thyroid funct study,
+7946,Nonspecific abnormal results of other endocrine function study,Abn endocrine study NEC,
+7947,Nonspecific abnormal results of function study of basal metabolism,Abn basal metabol study,
+7948,Nonspecific abnormal results of function study of liver,Abn liver function study,
+7949,Nonspecific abnormal results of other specified function study,Abn function study NEC,
+79500,Abnormal glandular Papanicolaou smear of cervix,Abn glandular pap smear,
+79501,Papanicolaou smear of cervix with atypical squamous cells of undetermined significance (ASC-US),Pap smear (ASC-US),
+79502,Papanicolaou smear of cervix with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear (ASC-H),
+79503,Papanicolaou smear of cervix with low grade squamous intraepithelial lesion (LGSIL),Pap smear cervix w LGSIL,
+79504,Papanicolaou smear of cervix with high grade squamous intraepithelial lesion (HGSIL),Pap smear cervix w HGSIL,
+79505,Cervical high risk human papillomavirus (HPV) DNA test positive,Cervical (HPV) DNA pos,
+79506,Papanicolaou smear of cervix with cytologic evidence of malignancy,Pap smr cytol evid malig,
+79507,Satisfactory cervical smear but lacking transformation zone,Sat cerv smr-no trnsfrm,
+79508,Unsatisfactory cervical cytology smear,Unsat cerv cytlogy smear,
+79509,Other abnormal Papanicolaou smear of cervix and cervical HPV,Abn pap cervix HPV NEC,
+79510,Abnormal glandular Papanicolaou smear of vagina,Abn gland pap smr vagina,
+79511,Papanicolaou smear of vagina with atypical squamous cells of undetermined significance (ASC-US),Pap smear vag w ASC-US,
+79512,Papanicolaou smear of vagina with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear vagina w ASC-H,
+79513,Papanicolaou smear of vagina with low grade squamous intraepithelial lesion (LGSIL),Pap smear vagina w LGSIL,
+79514,Papanicolaou smear of vagina with high grade squamous intraepithelial lesion (HGSIL),Pap smear vagina w HGSIL,
+79515,Vaginal high risk human papillomavirus (HPV) DNA test positive,Vag hi risk HPV-DNA pos,
+79516,Papanicolaou smear of vagina with cytologic evidence of malignancy,Pap smr vag-cytol malig,
+79518,Unsatisfactory vaginal cytology smear,Vaginl cytol smr unsatis,
+79519,Other abnormal Papanicolaou smear of vagina and vaginal HPV,Oth abn Pap smr vag/HPV,
+7952,Nonspecific abnormal findings on chromosomal analysis,Abn chromosomal analysis,
+79531,Nonspecific positive findings for anthrax,Nonsp postv find-anthrax,
+79539,Other nonspecific positive culture findings,Nonsp positive cult NEC,
+7954,Other nonspecific abnormal histological findings,Abn histologic find NEC,
+79551,Nonspecific reaction to tuberculin skin test without active tuberculosis,Nonsp rea skn test wo tb,
+79552,Nonspecific reaction to cell mediated immunity measurement of gamma interferon antigen response without active tuberculosis,Nonsp rea gma interferon,
+7956,False positive serological test for syphilis,False pos sero test-syph,
+79571,Nonspecific serologic evidence of human immunodeficiency virus [HIV],Nonspcf serlgc evdnc hiv,
+79579,Other and unspecified nonspecific immunological findings,Oth unspcf nspf imun fnd,
+79581,Elevated carcinoembryonic antigen [CEA],Elev ca-embryoic antigen,
+79582,Elevated cancer antigen 125 [CA 125],Elev ca antigen 125,
+79589,Other abnormal tumor markers,Abnorml tumor marker NEC,
+7960,Nonspecific abnormal toxicological findings,Abn toxicologic finding,
+7961,Abnormal reflex,Abnormal reflex,
+7962,Elevated blood pressure reading without diagnosis of hypertension,Elev bl pres w/o hypertn,
+7963,Nonspecific low blood pressure reading,Low blood press reading,
+7964,Other abnormal clinical findings,Abn clinical finding NEC,
+7965,Abnormal finding on antenatal screening,Abn find antenatl screen,
+7966,Abnormal findings on neonatal screening,Abnorm neonate screening,
+79670,Abnormal glandular Papanicolaou smear of anus,Abn gland pap smear anus,
+79671,Papanicolaou smear of anus with atypical squamous cells of undetermined significance (ASC-US),Pap smear anus w ASC-US,
+79672,Papanicolaou smear of anus with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H),Pap smear anus w ASC-H,
+79673,Papanicolaou smear of anus with low grade squamous intraepithelial lesion (LGSIL),Pap smear anus w LGSIL,
+79674,Papanicolaou smear of anus with high grade squamous intraepithelial lesion (HGSIL),Pap smear anus w HGSIL,
+79675,Anal high risk human papillomavirus (HPV) DNA test positive,Anal hi risk HPV-DNA pos,
+79676,Papanicolaou smear of anus with cytologic evidence of malignancy,Pap smr anus-cytol malig,
+79677,Satisfactory anal smear but lacking transformation zone,Sat anal smr-no trnsfrm,
+79678,Unsatisfactory anal cytology smear,Anal cytolgy smr unsatis,
+79679,Other abnormal Papanicolaou smear of anus and anal HPV,Oth abn Pap smr anus/HPV,
+7969,Other nonspecific abnormal findings,Abnormal findings NEC,
+797,Senility without mention of psychosis,Senility w/o psychosis,
+7980,Sudden infant death syndrome,Sudden infant death synd,
+7981,Instantaneous death,Instantaneous death,
+7982,"Death occurring in less than 24 hours from onset of symptoms, not otherwise explained",Death within 24 hr sympt,
+7989,Unattended death,Unattended death,
+79901,Asphyxia,Asphyxia,
+79902,Hypoxemia,Hypoxemia,
+7991,Respiratory arrest,Respiratory arrest,
+79921,Nervousness,Nervousness,
+79922,Irritability,Irritability,
+79923,Impulsiveness,Impulsiveness,
+79924,Emotional lability,Emotional lability,
+79925,Demoralization and apathy,Demoralization & apathy,
+79929,Other signs and symptoms involving emotional state,Emotional state sym NEC,
+7993,"Debility, unspecified",Debility NOS,
+7994,Cachexia,Cachexia,
+79951,Attention or concentration deficit,Attn/concentrate deficit,
+79952,Cognitive communication deficit,Cog communicate deficit,
+79953,Visuospatial deficit,Visuospatial deficit,
+79954,Psychomotor deficit,Psychomotor deficit,
+79955,Frontal lobe and executive function deficit,Frontal lobe deficit,
+79959,Other signs and symptoms involving cognition,Cognition sign/sympt NEC,
+79981,Decreased libido,Decreased libido,
+79982,Apparent life threatening event in infant,Appar life threat-infant,
+79989,Other ill-defined conditions,Ill-define condition NEC,
+7999,Other unknown and unspecified cause of morbidity and mortality,Unkn cause morb/mort NEC,
+80000,"Closed fracture of vault of skull without mention of intracranial injury, unspecified state of consciousness",Closed skull vault fx,
+80001,"Closed fracture of vault of skull without mention of intracranial injury, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80002,"Closed fracture of vault of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80003,"Closed fracture of vault of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80004,"Closed fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80005,"Closed fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80006,"Closed fracture of vault of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80009,"Closed fracture of vault of skull without mention of intracranial injury, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80010,"Closed fracture of vault of skull with cerebral laceration and contusion, unspecified state of consciousness",Cl skl vlt fx/cerebr lac,
+80011,"Closed fracture of vault of skull with cerebral laceration and contusion, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80012,"Closed fracture of vault of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80013,"Closed fracture of vault of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80014,"Closed fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80015,"Closed fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80016,"Closed fracture of vault of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80019,"Closed fracture of vault of skull with cerebral laceration and contusion, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80020,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl vlt fx/mening hem,
+80021,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80022,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80023,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80024,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80025,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80026,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80029,"Closed fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80030,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skull vlt fx/hem NEC,
+80031,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80032,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80033,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80034,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80035,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80036,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80039,"Closed fracture of vault of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80040,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl vlt fx/br inj NEC,
+80041,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skull vlt fx w/o coma,
+80042,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skull vlt fx-brf coma,
+80043,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skull vlt fx-mod coma,
+80044,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl vlt fx-proln coma,
+80045,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul vlt fx-deep coma,
+80046,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skull vlt fx-coma NOS,
+80049,"Closed fracture of vault of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skl vlt fx-concus NOS,
+80050,"Open fracture of vault of skull without mention of intracranial injury, unspecified state of consciousness",Opn skull vault fracture,
+80051,"Open fracture of vault of skull without mention of intracranial injury, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80052,"Open fracture of vault of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80053,"Open fracture of vault of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80054,"Open fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80055,"Open fracture of vault of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80056,"Open fracture of vault of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80059,"Open fracture of vault of skull without mention of intracranial injury, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80060,"Open fracture of vault of skull with cerebral laceration and contusion, unspecified state of consciousness",Opn skl vlt fx/cereb lac,
+80061,"Open fracture of vault of skull with cerebral laceration and contusion, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80062,"Open fracture of vault of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80063,"Open fracture of vault of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80064,"Open fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80065,"Open fracture of vault of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80066,"Open fracture of vault of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80069,"Open fracture of vault of skull with cerebral laceration and contusion, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80070,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl vlt fx/menin hem,
+80071,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80072,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80073,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80074,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80075,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80076,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80079,"Open fracture of vault of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80080,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skull vlt fx/hem NEC,
+80081,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80082,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80083,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80084,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80085,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl vlt fx-deep coma,
+80086,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80089,"Open fracture of vault of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80090,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl vlt fx/br inj NEC,
+80091,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul vlt fx w/o coma,
+80092,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul vlt fx-brf coma,
+80093,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul vlt fx-mod coma,
+80094,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl vlt fx-proln com,
+80095,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skul vlt fx-deep coma,
+80096,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul vlt fx-coma NOS,
+80099,"Open fracture of vault of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Op skl vlt fx-concus NOS,
+80100,"Closed fracture of base of skull without mention of intra cranial injury, unspecified state of consciousness",Clos skull base fracture,
+80101,"Closed fracture of base of skull without mention of intra cranial injury, with no loss of consciousness",Cl skul base fx w/o coma,
+80102,"Closed fracture of base of skull without mention of intra cranial injury, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80103,"Closed fracture of base of skull without mention of intra cranial injury, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80104,"Closed fracture of base of skull without mention of intra cranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80105,"Closed fracture of base of skull without mention of intra cranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80106,"Closed fracture of base of skull without mention of intra cranial injury, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80109,"Closed fracture of base of skull without mention of intra cranial injury, with concussion, unspecified",Cl skull base fx-concuss,
+80110,"Closed fracture of base of skull with cerebral laceration and contusion, unspecified state of consciousness",Cl skl base fx/cereb lac,
+80111,"Closed fracture of base of skull with cerebral laceration and contusion, with no loss of consciousness",Cl skul base fx w/o coma,
+80112,"Closed fracture of base of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80113,"Closed fracture of base of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80114,"Closed fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80115,"Closed fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80116,"Closed fracture of base of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80119,"Closed fracture of base of skull with cerebral laceration and contusion, with concussion, unspecified",Cl skull base fx-concuss,
+80120,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl base fx/menin hem,
+80121,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skul base fx w/o coma,
+80122,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skul base fx/brf coma,
+80123,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80124,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80125,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80126,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80129,"Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skull base fx-concuss,
+80130,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skull base fx/hem NEC,
+80131,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skul base fx w/o coma,
+80132,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80133,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80134,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80135,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80136,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80139,"Closed fracture of base of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skull base fx-concuss,
+80140,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl sk base fx/br inj NEC,
+80141,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skul base fx w/o coma,
+80142,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skul base fx-brf coma,
+80143,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skul base fx-mod coma,
+80144,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours) loss of consciousness and return to pre-existing conscious level",Cl skl base fx-prol coma,
+80145,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skl base fx-deep coma,
+80146,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skul base fx-coma NOS,
+80149,"Closed fracture of base of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skull base fx-concuss,
+80150,"Open fracture of base of skull without mention of intracranial injury, unspecified state of consciousness",Open skull base fracture,
+80151,"Open fracture of base of skull without mention of intracranial injury, with no loss of consciousness",Opn skl base fx w/o coma,
+80152,"Open fracture of base of skull without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80153,"Open fracture of base of skull without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80154,"Open fracture of base of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80155,"Open fracture of base of skull without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80156,"Open fracture of base of skull without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80159,"Open fracture of base of skull without mention of intracranial injury, with concussion, unspecified",Opn skul base fx-concuss,
+80160,"Open fracture of base of skull with cerebral laceration and contusion, unspecified state of consciousness",Op skl base fx/cereb lac,
+80161,"Open fracture of base of skull with cerebral laceration and contusion, with no loss of consciousness",Opn skl base fx w/o coma,
+80162,"Open fracture of base of skull with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80163,"Open fracture of base of skull with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80164,"Open fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80165,"Open fracture of base of skull with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80166,"Open fracture of base of skull with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80169,"Open fracture of base of skull with cerebral laceration and contusion, with concussion, unspecified",Opn skul base fx-concuss,
+80170,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Op skl base fx/menin hem,
+80171,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skl base fx w/o coma,
+80172,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80173,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80174,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80175,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80176,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80179,"Open fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skul base fx-concuss,
+80180,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skul base fx/hem NEC,
+80181,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skl base fx w/o coma,
+80182,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80183,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80184,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80185,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80186,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80189,"Open fracture of base of skull with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skul base fx-concuss,
+80190,"Open fracture of base of skull with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op sk base fx/br inj NEC,
+80191,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with no loss of consciousness",Op skul base fx w/o coma,
+80192,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skl base fx-brf coma,
+80193,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skl base fx-mod coma,
+80194,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Op skl base fx-prol coma,
+80195,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Op skl base fx-deep coma,
+80196,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skl base fx-coma NOS,
+80199,"Open fracture of base of skull with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skul base fx-concuss,
+8020,Closed fracture of nasal bones,Nasal bone fx-closed,
+8021,Open fracture of nasal bones,Nasal bone fx-open,
+80220,"Closed fracture of mandible, unspecified site",Mandible fx NOS-closed,
+80221,"Closed fracture of mandible, condylar process",Fx condyl proc mandib-cl,
+80222,"Closed fracture of mandible, subcondylar",Subcondylar fx mandib-cl,
+80223,"Closed fracture of mandible, coronoid process",Fx coron proc mandib-cl,
+80224,"Closed fracture of mandible, ramus, unspecified",Fx ramus NOS-closed,
+80225,"Closed fracture of mandible, angle of jaw",Fx angle of jaw-closed,
+80226,"Closed fracture of mandible, symphysis of body",Fx symphy mandib body-cl,
+80227,"Closed fracture of mandible, alveolar border of body",Fx alveolar bord mand-cl,
+80228,"Closed fracture of mandible, body, other and unspecified",Fx mandible body NEC-cl,
+80229,"Closed fracture of mandible, multiple sites",Mult fx mandible-closed,
+80230,"Open fracture of mandible, unspecified site",Mandible fx NOS-open,
+80231,"Open fracture of mandible, condylar process",Fx condyl proc mand-open,
+80232,"Open fracture of mandible, subcondylar",Subcondyl fx mandib-open,
+80233,"Open fracture of mandible, coronoid process",Fx coron proc mandib-opn,
+80234,"Open fracture of mandible, ramus, unspecified",Fx ramus NOS-open,
+80235,"Open fracture of mandible, angle of jaw",Fx angle of jaw-open,
+80236,"Open fracture of mandible, symphysis of body",Fx symphy mandib bdy-opn,
+80237,"Open fracture of mandible, alveolar border of body",Fx alv bord mand bdy-opn,
+80238,"Open fracture of mandible, body, other and unspecified",Fx mandible body NEC-opn,
+80239,"Open fracture of mandible, multiple sites",Mult fx mandible-open,
+8024,Closed fracture of malar and maxillary bones,Fx malar/maxillary-close,
+8025,Open fracture of malar and maxillary bones,Fx malar/maxillary-open,
+8026,Closed fracture of orbital floor (blow-out),Fx orbital floor-closed,
+8027,Open fracture of orbital floor (blow-out),Fx orbital floor-open,
+8028,Closed fracture of other facial bones,Fx facial bone NEC-close,
+8029,Open fracture of other facial bones,Fx facial bone NEC-open,
+80300,"Other closed skull fracture without mention of intracranial injury, unspecified state of consciousness",Close skull fracture NEC,
+80301,"Other closed skull fracture without mention of intracranial injury, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80302,"Other closed skull fracture without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80303,"Other closed skull fracture without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80304,"Other closed skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80305,"Other closed skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80306,"Other closed skull fracture without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80309,"Other closed skull fracture without mention of intracranial injury, with concussion, unspecified",Cl skull fx NEC-concuss,
+80310,"Other closed skull fracture with cerebral laceration and contusion, unspecified state of consciousness",Cl skl fx NEC/cerebr lac,
+80311,"Other closed skull fracture with cerebral laceration and contusion, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80312,"Other closed skull fracture with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80313,"Other closed skull fracture with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80314,"Other closed skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80315,"Other closed skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80316,"Other closed skull fracture with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80319,"Other closed skull fracture with cerebral laceration and contusion, with concussion, unspecified",Cl skull fx NEC-concuss,
+80320,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl fx NEC/mening hem,
+80321,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80322,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80323,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80324,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80325,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80326,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80329,"Other closed skull fracture with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skull fx NEC-concuss,
+80330,"Other closed skull fracture with other and unspecified intracranial hemorrhage, unspecified state of unconsciousness",Cl skull fx NEC/hem NEC,
+80331,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80332,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80333,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80334,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80335,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80336,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80339,"Other closed skull fracture with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skull fx NEC-concuss,
+80340,"Other closed skull fracture with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl fx NEC/br inj NEC,
+80341,"Other closed skull fracture with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skull fx NEC w/o coma,
+80342,"Other closed skull fracture with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skull fx NEC-brf coma,
+80343,"Other closed skull fracture with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skull fx NEC-mod coma,
+80344,"Other closed skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl fx NEC-proln coma,
+80345,"Other closed skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul fx NEC-deep coma,
+80346,"Other closed skull fracture with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skull fx NEC-coma NOS,
+80349,"Other closed skull fracture with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skull fx NEC-concuss,
+80350,"Other open skull fracture without mention of injury, unspecified state of consciousness",Open skull fracture NEC,
+80351,"Other open skull fracture without mention of intracranial injury, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80352,"Other open skull fracture without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80353,"Other open skull fracture without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80354,"Other open skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80355,"Other open skull fracture without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80356,"Other open skull fracture without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80359,"Other open skull fracture without mention of intracranial injury, with concussion, unspecified",Opn skull fx NEC-concuss,
+80360,"Other open skull fracture with cerebral laceration and contusion, unspecified state of consciousness",Opn skl fx NEC/cereb lac,
+80361,"Other open skull fracture with cerebral laceration and contusion, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80362,"Other open skull fracture with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80363,"Other open skull fracture with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80364,"Other open skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-proln com,
+80365,"Other open skull fracture with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80366,"Other open skull fracture with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80369,"Other open skull fracture with cerebral laceration and contusion, with concussion, unspecified",Opn skull fx NEC-concuss,
+80370,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl fx NEC/menin hem,
+80371,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80372,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80373,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80374,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80375,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80376,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80379,"Other open skull fracture with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skull fx NEC-concuss,
+80380,"Other open skull fracture with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skull fx NEC/hem NEC,
+80381,"Other open skull fracture with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80382,"Other open skull fracture with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80383,"Other open skull fracture with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80384,"Other open skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80385,"Other open skull fracture with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80386,"Other open skull fracture with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80389,"Other open skull fracture with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skull fx NEC-concuss,
+80390,"Other open skull fracture with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl fx NEC/br inj NEC,
+80391,"Other open skull fracture with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul fx NEC w/o coma,
+80392,"Other open skull fracture with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul fx NEC-brf coma,
+80393,"Other open skull fracture with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul fx NEC-mod coma,
+80394,"Other open skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl fx NEC-prol coma,
+80395,"Other open skull fracture with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl fx NEC-deep coma,
+80396,"Other open skull fracture with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul fx NEC-coma NOS,
+80399,"Other open skull fracture with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skull fx NEC-concuss,
+80400,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, unspecified state of consciousness",Cl skul fx w oth bone fx,
+80401,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80402,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80403,"Closed fractures involving skull or face with other bones, without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80404,"Closed fractures involving skull or face with other bones, without mention or intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80405,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80406,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80409,"Closed fractures involving skull of face with other bones, without mention of intracranial injury, with concussion, unspecified",Cl skul w oth fx-concuss,
+80410,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, unspecified state of consciousness",Cl sk w oth fx/cereb lac,
+80411,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80412,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80413,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80414,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80415,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80416,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80419,"Closed fractures involving skull or face with other bones, with cerebral laceration and contusion, with concussion, unspecified",Cl skul w oth fx-concuss,
+80420,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Cl skl/oth fx/mening hem,
+80421,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80422,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80423,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80424,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80425,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80426,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80429,"Closed fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Cl skul w oth fx-concuss,
+80430,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Cl skul w oth fx/hem NEC,
+80431,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80432,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80433,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80434,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Cl skl/oth fx-proln coma,
+80435,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80436,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80439,"Closed fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with concussion, unspecified",Cl skul w oth fx-concuss,
+80440,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, unspecified state of consciousness",Cl skl/oth fx/br inj NEC,
+80441,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with no loss of consciousness",Cl skl w oth fx w/o coma,
+80442,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Cl skl w oth fx-brf coma,
+80443,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Cl skl w oth fx-mod coma,
+80444,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cl skl/oth fx-proln coma,
+80445,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Cl skul/oth fx-deep coma,
+80446,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Cl skl w oth fx-coma NOS,
+80449,"Closed fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with concussion, unspecified",Cl skul w oth fx-concuss,
+80450,"Open fractures involving skull or face with other bones, without mention of intracranial injury, unspecified state of consciousness",Opn skull fx/oth bone fx,
+80451,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80452,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80453,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80454,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80455,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80456,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80459,"Open fractures involving skull or face with other bones, without mention of intracranial injury, with concussion, unspecified",Opn skull/oth fx-concuss,
+80460,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, unspecified state of consciousness",Opn skl/oth fx/cereb lac,
+80461,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80462,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80463,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80464,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80465,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80466,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80469,"Open fractures involving skull or face with other bones, with cerebral laceration and contusion, with concussion, unspecified",Opn skull/oth fx-concuss,
+80470,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, unspecified state of consciousness",Opn skl/oth fx/menin hem,
+80471,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80472,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80473,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80474,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80475,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with prolonged [more than 24 hours] loss of consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80476,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80479,"Open fractures involving skull or face with other bones with subarachnoid, subdural, and extradural hemorrhage, with concussion, unspecified",Opn skull/oth fx-concuss,
+80480,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, unspecified state of consciousness",Opn skl w oth fx/hem NEC,
+80481,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80482,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80483,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80484,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80485,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with prolonged [more than 24 hours] loss consciousness, without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80486,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80489,"Open fractures involving skull or face with other bones, with other and unspecified intracranial hemorrhage, with concussion, unspecified",Opn skull/oth fx-concuss,
+80490,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, unspecified state of consciousness",Op skl/oth fx/br inj NEC,
+80491,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with no loss of consciousness",Opn skul/oth fx w/o coma,
+80492,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with brief [less than one hour] loss of consciousness",Opn skul/oth fx-brf coma,
+80493,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with moderate [1-24 hours] loss of consciousness",Opn skul/oth fx-mod coma,
+80494,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn skl/oth fx-prol coma,
+80495,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn skl/oth fx-deep coma,
+80496,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with loss of consciousness of unspecified duration",Opn skul/oth fx-coma NOS,
+80499,"Open fractures involving skull or face with other bones, with intracranial injury of other and unspecified nature, with concussion, unspecified",Opn skull/oth fx-concuss,
+80500,"Closed fracture of cervical vertebra, unspecified level",Fx cervical vert NOS-cl,
+80501,Closed fracture of first cervical vertebra,Fx c1 vertebra-closed,
+80502,Closed fracture of second cervical vertebra,Fx c2 vertebra-closed,
+80503,Closed fracture of third cervical vertebra,Fx c3 vertebra-closed,
+80504,Closed fracture of fourth cervical vertebra,Fx c4 vertebra-closed,
+80505,Closed fracture of fifth cervical vertebra,Fx c5 vertebra-closed,
+80506,Closed fracture of sixth cervical vertebra,Fx c6 vertebra-closed,
+80507,Closed fracture of seventh cervical vertebra,Fx c7 vertebra-closed,
+80508,Closed fracture of multiple cervical vertebrae,Fx mult cervical vert-cl,
+80510,"Open fracture of cervical vertebra, unspecified level",Fx cervical vert NOS-opn,
+80511,Open fracture of first cervical vertebra,Fx c1 vertebra-open,
+80512,Open fracture of second cervical vertebra,Fx c2 vertebra-open,
+80513,Open fracture of third cervical vertebra,Fx c3 vertebra-open,
+80514,Open fracture of fourth cervical vertebra,Fx c4 vertebra-open,
+80515,Open fracture of fifth cervical vertebra,Fx c5 vertebra-open,
+80516,Open fracture of sixth cervical vertebra,Fx c6 vertebra-open,
+80517,Open fracture of seventh cervical vertebra,Fx c7 vertebra-open,
+80518,Open fracture of multiple cervical vertebrae,Fx mlt cervical vert-opn,
+8052,Closed fracture of dorsal [thoracic] vertebra without mention of spinal cord injury,Fx dorsal vertebra-close,
+8053,Open fracture of dorsal [thoracic] vertebra without mention of spinal cord injury,Fx dorsal vertebra-open,
+8054,Closed fracture of lumbar vertebra without mention of spinal cord injury,Fx lumbar vertebra-close,
+8055,Open fracture of lumbar vertebra without mention of spinal cord injury,Fx lumbar vertebra-open,
+8056,Closed fracture of sacrum and coccyx without mention of spinal cord injury,Fx sacrum/coccyx-closed,
+8057,Open fracture of sacrum and coccyx without mention of spinal cord injury,Fx sacrum/coccyx-open,
+8058,Closed fracture of unspecified vertebral column without mention of spinal cord injury,Vertebral fx NOS-closed,
+8059,Open fracture of unspecified vertebral column without mention of spinal cord injury,Vertebral fx NOS-open,
+80600,Closed fracture of C1-C4 level with unspecified spinal cord injury,C1-c4 fx-cl/cord inj NOS,
+80601,Closed fracture of C1-C4 level with complete lesion of cord,C1-c4 fx-cl/com cord les,
+80602,Closed fracture of C1-C4 level with anterior cord syndrome,C1-c4 fx-cl/ant cord syn,
+80603,Closed fracture of C1-C4 level with central cord syndrome,C1-c4 fx-cl/cen cord syn,
+80604,Closed fracture of C1-C4 level with other specified spinal cord injury,C1-c4 fx-cl/cord inj NEC,
+80605,Closed fracture of C5-C7 level with unspecified spinal cord injury,C5-c7 fx-cl/cord inj NOS,
+80606,Closed fracture of C5-C7 level with complete lesion of cord,C5-c7 fx-cl/com cord les,
+80607,Closed fracture of C5-C7 level with anterior cord syndrome,C5-c7 fx-cl/ant cord syn,
+80608,Closed fracture of C5-C7 level with central cord syndrome,C5-c7 fx-cl/cen cord syn,
+80609,Closed fracture of C5-C7 level with other specified spinal cord injury,C5-c7 fx-cl/cord inj NEC,
+80610,Open fracture of C1-C4 level with unspecified spinal cord injury,C1-c4 fx-op/cord inj NOS,
+80611,Open fracture of C1-C4 level with complete lesion of cord,C1-c4 fx-op/com cord les,
+80612,Open fracture of C1-C4 level with anterior cord syndrome,C1-c4 fx-op/ant cord syn,
+80613,Open fracture of C1-C4 level with central cord syndrome,C1-c4 fx-op/cen cord syn,
+80614,Open fracture of C1-C4 level with other specified spinal cord injury,C1-c4 fx-op/cord inj NEC,
+80615,Open fracture of C5-C7 level with unspecified spinal cord injury,C5-c7 fx-op/cord inj NOS,
+80616,Open fracture of C5-C7 level with complete lesion of cord,C5-c7 fx-op/com cord les,
+80617,Open fracture of C5-C7 level with anterior cord syndrome,C5-c7 fx-op/ant cord syn,
+80618,Open fracture of C5-C7 level with central cord syndrome,C5-c7 fx-op/cen cord syn,
+80619,Open fracture of C5-C7 level with other specified spinal cord injury,C5-c7 fx-op/cord inj NEC,
+80620,Closed fracture of T1-T6 level with unspecified spinal cord injury,T1-t6 fx-cl/cord inj NOS,
+80621,Closed fracture of T1-T6 level with complete lesion of cord,T1-t6 fx-cl/com cord les,
+80622,Closed fracture of T1-T6 level with anterior cord syndrome,T1-t6 fx-cl/ant cord syn,
+80623,Closed fracture of T1-T6 level with central cord syndrome,T1-t6 fx-cl/cen cord syn,
+80624,Closed fracture of T1-T6 level with other specified spinal cord injury,T1-t6 fx-cl/cord inj NEC,
+80625,Closed fracture of T7-T12 level with unspecified spinal cord injury,T7-t12 fx-cl/crd inj NOS,
+80626,Closed fracture of T7-T12 level with complete lesion of cord,T7-t12 fx-cl/com crd les,
+80627,Closed fracture of T7-T12 level with anterior cord syndrome,T7-t12 fx-cl/ant crd syn,
+80628,Closed fracture of T7-T12 level with central cord syndrome,T7-t12 fx-cl/cen crd syn,
+80629,Closed fracture of T7-T12 level with other specified spinal cord injury,T7-t12 fx-cl/crd inj NEC,
+80630,Open fracture of T1-T6 level with unspecified spinal cord injury,T1-t6 fx-op/cord inj NOS,
+80631,Open fracture of T1-T6 level with complete lesion of cord,T1-t6 fx-op/com cord les,
+80632,Open fracture of T1-T6 level with anterior cord syndrome,T1-t6 fx-op/ant cord syn,
+80633,Open fracture of T1-T6 level with central cord syndrome,T1-t6 fx-op/cen cord syn,
+80634,Open fracture of T1-T6 level with other specified spinal cord injury,T1-t6 fx-op/cord inj NEC,
+80635,Open fracture of T7-T12 level with unspecified spinal cord injury,T7-t12 fx-op/crd inj NOS,
+80636,Open fracture of T7-T12 level with complete lesion of cord,T7-t12 fx-op/com crd les,
+80637,Open fracture of T7-T12 level with anterior cord syndrome,T7-t12 fx-op/ant crd syn,
+80638,Open fracture of T7-T12 level with central cord syndrome,T7-t12 fx-op/cen crd syn,
+80639,Open fracture of T7-T12 level with other specified spinal cord injury,T7-t12 fx-op/crd inj NEC,
+8064,Closed fracture of lumbar spine with spinal cord injury,Cl lumbar fx w cord inj,
+8065,Open fracture of lumbar spine with spinal cord injury,Opn lumbar fx w cord inj,
+80660,Closed fracture of sacrum and coccyx with unspecified spinal cord injury,Fx sacrum-cl/crd inj NOS,
+80661,Closed fracture of sacrum and coccyx with complete cauda equina lesion,Fx sacr-cl/cauda equ les,
+80662,Closed fracture of sacrum and coccyx with other cauda equina injury,Fx sacr-cl/cauda inj NEC,
+80669,Closed fracture of sacrum and coccyx with other spinal cord injury,Fx sacrum-cl/crd inj NEC,
+80670,Open fracture of sacrum and coccyx with unspecified spinal cord injury,Fx sacrum-op/crd inj NOS,
+80671,Open fracture of sacrum and coccyx with complete cauda equina lesion,Fx sacr-op/cauda equ les,
+80672,Open fracture of sacrum and coccyx with other cauda equina injury,Fx sacr-op/cauda inj NEC,
+80679,Open fracture of sacrum and coccyx with other spinal cord injury,Fx sacrum-op/crd inj NEC,
+8068,Closed fracture of unspecified vertebral column with spinal cord injury,Vert fx NOS-cl w crd inj,
+8069,Open fracture of unspecified vertebral column with spinal cord injury,Vert fx NOS-op w crd inj,
+80700,"Closed fracture of rib(s), unspecified",Fracture rib NOS-closed,
+80701,Closed fracture of one rib,Fracture one rib-closed,
+80702,Closed fracture of two ribs,Fracture two ribs-closed,
+80703,Closed fracture of three ribs,Fracture three ribs-clos,
+80704,Closed fracture of four ribs,Fracture four ribs-close,
+80705,Closed fracture of five ribs,Fracture five ribs-close,
+80706,Closed fracture of six ribs,Fracture six ribs-closed,
+80707,Closed fracture of seven ribs,Fracture seven ribs-clos,
+80708,Closed fracture of eight or more ribs,Fx eight/more rib-closed,
+80709,"Closed fracture of multiple ribs, unspecified",Fx mult ribs NOS-closed,
+80710,"Open fracture of rib(s), unspecified",Fracture rib NOS-open,
+80711,Open fracture of one rib,Fracture one rib-open,
+80712,Open fracture of two ribs,Fracture two ribs-open,
+80713,Open fracture of three ribs,Fracture three ribs-open,
+80714,Open fracture of four ribs,Fracture four ribs-open,
+80715,Open fracture of five ribs,Fracture five ribs-open,
+80716,Open fracture of six ribs,Fracture six ribs-open,
+80717,Open fracture of seven ribs,Fracture seven ribs-open,
+80718,Open fracture of eight or more ribs,Fx eight/more ribs-open,
+80719,"Open fracture of multiple ribs, unspecified",Fx mult ribs NOS-open,
+8072,Closed fracture of sternum,Fracture of sternum-clos,
+8073,Open fracture of sternum,Fracture of sternum-open,
+8074,Flail chest,Flail chest,
+8075,Closed fracture of larynx and trachea,Fx larynx/trachea-closed,
+8076,Open fracture of larynx and trachea,Fx larynx/trachea-open,
+8080,Closed fracture of acetabulum,Fracture acetabulum-clos,
+8081,Open fracture of acetabulum,Fracture acetabulum-open,
+8082,Closed fracture of pubis,Fracture of pubis-closed,
+8083,Open fracture of pubis,Fracture of pubis-open,
+80841,Closed fracture of ilium,Fracture of ilium-closed,
+80842,Closed fracture of ischium,Fracture ischium-closed,
+80843,Multiple closed pelvic fractures with disruption of pelvic circle,Pelv fx-clos/pelv disrup,
+80844,Multiple closed pelvic fractures without disruption of pelvic circle,Pelv fx-cl w/o plv disrp,
+80849,Closed fracture of other specified part of pelvis,Pelvic fracture NEC-clos,
+80851,Open fracture of ilium,Fracture of ilium-open,
+80852,Open fracture of ischium,Fracture of ischium-open,
+80853,Multiple open pelvic fractures with disruption of pelvic circle,Pelv fx-open/pelv disrup,
+80854,Multiple open pelvic fractures without disruption of pelvic circle,Pelv fx-opn w/o pelv dis,
+80859,Open fracture of other specified part of pelvis,Pelvic fracture NEC-open,
+8088,Closed unspecified fracture of pelvis,Pelvic fracture NOS-clos,
+8089,Open unspecified fracture of pelvis,Pelvic fracture NOS-open,
+8090,"Fracture of bones of trunk, closed",Fracture trunk bone-clos,
+8091,"Fracture of bones of trunk, open",Fracture trunk bone-open,
+81000,"Closed fracture of clavicle, unspecified part",Fx clavicle NOS-closed,
+81001,Closed fracture of sternal end of clavicle,"Fx clavicl, stern end-cl",
+81002,Closed fracture of shaft of clavicle,Fx clavicle shaft-closed,
+81003,Closed fracture of acromial end of clavicle,"Fx clavicl, acrom end-cl",
+81010,"Open fracture of clavicle, unspecified part",Fx clavicle NOS-open,
+81011,Open fracture of sternal end of clavicle,"Fx clavic, stern end-opn",
+81012,Open fracture of shaft of clavicle,Fx clavicle shaft-open,
+81013,Open fracture of acromial end of clavicle,"Fx clavic, acrom end-opn",
+81100,"Closed fracture of scapula, unspecified part",Fx scapula NOS-closed,
+81101,Closed fracture of acromial process of scapula,"Fx scapul, acrom proc-cl",
+81102,Closed fracture of coracoid process of scapula,"Fx scapul, corac proc-cl",
+81103,Closed fracture of glenoid cavity and neck of scapula,"Fx scap, glen cav/nck-cl",
+81109,"Closed fracture of scapula, other",Fx scapula NEC-closed,
+81110,"Open fracture of scapula, unspecified part",Fx scapula NOS-open,
+81111,Open fracture of acromial process of scapula,"Fx scapul, acrom proc-op",
+81112,Open fracture of coracoid process,"Fx scapul, corac proc-op",
+81113,Open fracture of glenoid cavity and neck of scapula,"Fx scap, glen cav/nck-op",
+81119,"Open fracture of scapula, other",Fx scapula NEC-open,
+81200,Closed fracture of unspecified part of upper end of humerus,Fx up end humerus NOS-cl,
+81201,Closed fracture of surgical neck of humerus,Fx surg nck humerus-clos,
+81202,Closed fracture of anatomical neck of humerus,Fx anatom nck humerus-cl,
+81203,Closed fracture of greater tuberosity of humerus,Fx gr tuberos humerus-cl,
+81209,Other closed fracture of upper end of humerus,Fx upper humerus NEC-cl,
+81210,Open fracture of unspecified part of upper end of humerus,Fx upper humerus NOS-opn,
+81211,Open fracture of surgical neck of humerus,Fx surg neck humerus-opn,
+81212,Open fracture of anatomical neck of humerus,Fx anat neck humerus-opn,
+81213,Open fracture of greater tuberosity of humerus,Fx gr tuberos humer-open,
+81219,Other open fracture of upper end of humerus,Fx upper humerus NEC-opn,
+81220,Closed fracture of unspecified part of humerus,Fx humerus NOS-closed,
+81221,Closed fracture of shaft of humerus,Fx humerus shaft-closed,
+81230,Open fracture of unspecified part of humerus,Fx humerus NOS-open,
+81231,Open fracture of shaft of humerus,Fx humerus shaft-open,
+81240,Closed fracture of unspecified part of lower end of humerus,Fx lower humerus NOS-cl,
+81241,Closed supracondylar fracture of humerus,Suprcondyl fx humerus-cl,
+81242,Closed fracture of lateral condyle of humerus,"Fx humer, lat condyl-cl",
+81243,Closed fracture of medial condyle of humerus,"Fx humer, med condyl-cl",
+81244,Closed fracture of unspecified condyle(s) of humerus,"Fx humer, condyl NOS-cl",
+81249,Other closed fracture of lower end of humerus,Fx lower humerus NEC-cl,
+81250,Open fracture of unspecified part of lower end of humerus,Fx lower humer NOS-open,
+81251,Open supracondylar fracture of humerus,Supracondyl fx humer-opn,
+81252,Open fracture of lateral condyle of humerus,"Fx humer, lat condyl-opn",
+81253,Open fracture of medial condyle of humerus,"Fx humer, med condyl-opn",
+81254,Open fracture of unspecified condyle(s) of humerus,"Fx humer, condyl NOS-opn",
+81259,Other open fracture of lower end of humerus,Fx lower humer NEC-open,
+81300,"Closed fracture of upper end of forearm, unspecified",Fx upper forearm NOS-cl,
+81301,Closed fracture of olecranon process of ulna,Fx olecran proc ulna-cl,
+81302,Closed fracture of coronoid process of ulna,Fx coronoid proc ulna-cl,
+81303,Closed Monteggia's fracture,Monteggia's fx-closed,
+81304,Other and unspecified closed fractures of proximal end of ulna (alone),Fx upper ulna NEC/NOS-cl,
+81305,Closed fracture of head of radius,Fx radius head-closed,
+81306,Closed fracture of neck of radius,Fx radius neck-closed,
+81307,Other and unspecified closed fractures of proximal end of radius (alone),Fx up radius NEC/NOS-cl,
+81308,"Closed fracture of radius with ulna, upper end [any part]",Fx up radius w ulna-clos,
+81310,"Open fracture of upper end of forearm, unspecified",Fx upper forearm NOS-opn,
+81311,Open fracture of olecranon process of ulna,Fx olecran proc ulna-opn,
+81312,Open fracture of coronoid process of ulna,Fx coronoid pro ulna-opn,
+81313,Open Monteggia's fracture,Monteggia's fx-open,
+81314,Other and unspecified open fractures of proximal end of ulna (alone),Fx up ulna NEC/NOS-open,
+81315,Open fracture of head of radius,Fx radius head-open,
+81316,Open fracture of neck of radius,Fx radius neck-open,
+81317,Other and unspecified open fractures of proximal end of radius (alone),Fx up radius NEC/NOS-opn,
+81318,"Open fracture of radius with ulna, upper end (any part)",Fx up radius w ulna-open,
+81320,"Closed fracture of shaft of radius or ulna, unspecified",Fx shaft forearm NOS-cl,
+81321,Closed fracture of shaft of radius (alone),Fx radius shaft-closed,
+81322,Closed fracture of shaft of ulna (alone),Fx ulna shaft-closed,
+81323,Closed fracture of shaft of radius with ulna,Fx shaft rad w ulna-clos,
+81330,"Open fracture of shaft of radius or ulna, unspecified",Fx shaft forearm NOS-opn,
+81331,Open fracture of shaft of radius (alone),Fx radius shaft-open,
+81332,Open fracture of shaft of ulna (alone),Fx ulna shaft-open,
+81333,Open fracture of shaft of radius with ulna,Fx shaft rad w ulna-open,
+81340,"Closed fracture of lower end of forearm, unspecified",Fx lower forearm NOS-cl,
+81341,Closed Colles' fracture,Colles' fracture-closed,
+81342,Other closed fractures of distal end of radius (alone),Fx distal radius NEC-cl,
+81343,Closed fracture of distal end of ulna (alone),Fx distal ulna-closed,
+81344,Closed fracture of lower end of radius with ulna,Fx low radius w ulna-cl,
+81345,Torus fracture of radius (alone),Torus fx radius-cl/alone,
+81346,Torus fracture of ulna (alone),Torus fx ulna-closed,
+81347,Torus fracture of radius and ulna,Torus fx radius/ulna-clo,
+81350,"Open fracture of lower end of forearm, unspecified",Fx lower forearm NOS-opn,
+81351,Open Colles' fracture,Colles' fracture-open,
+81352,Other open fractures of distal end of radius (alone),Fx distal radius NEC-opn,
+81353,Open fracture of distal end of ulna (alone),Fx distal ulna-open,
+81354,Open fracture of lower end of radius with ulna,Fx low radius w ulna-opn,
+81380,Closed fracture of unspecified part of forearm,Fx forearm NOS-closed,
+81381,Closed fracture of unspecified part of radius (alone),Fx radius NOS-closed,
+81382,Closed fracture of unspecified part of ulna (alone),Fracture ulna NOS-closed,
+81383,Closed fracture of unspecified part of radius with ulna,Fx radius w ulna NOS-cl,
+81390,Open fracture of unspecified part of forearm,Fx forearm NOS-open,
+81391,Open fracture of unspecified part of radius (alone),Fracture radius NOS-open,
+81392,Open fracture of unspecified part of ulna (alone),Fracture ulna NOS-open,
+81393,Open fracture of unspecified part of radius with ulna,Fx radius w ulna NOS-opn,
+81400,"Closed fracture of carpal bone, unspecified",Fx carpal bone NOS-close,
+81401,Closed fracture of navicular [scaphoid] bone of wrist,"Fx navicular, wrist-clos",
+81402,Closed fracture of lunate [semilunar] bone of wrist,"Fx lunate, wrist-closed",
+81403,Closed fracture of triquetral [cuneiform] bone of wrist,"Fx triquetral, wrist-cl",
+81404,Closed fracture of pisiform bone of wrist,Fx pisiform-closed,
+81405,Closed fracture of trapezium bone [larger multangular] of wrist,Fx trapezium bone-closed,
+81406,Closed fracture of trapezoid bone [smaller multangular] of wrist,Fx trapezoid bone-closed,
+81407,Closed fracture of capitate bone [os magnum] of wrist,Fx capitate bone-closed,
+81408,Closed fracture of hamate [unciform] bone of wrist,Fx hamate bone-closed,
+81409,Closed fracture of other bone of wrist,Fx carpal bone NEC-close,
+81410,"Open fracture of carpal bone, unspecified",Fx carpal bone NOS-open,
+81411,Open fracture of navicular [scaphoid] bone of wrist,"Fx navicular, wrist-open",
+81412,Open fracture of lunate [semilunar] bone of wrist,"Fx lunate, wrist-open",
+81413,Open fracture of triquetral [cuneiform] bone of wrist,"Fx triquetral, wrist-opn",
+81414,Open fracture of pisiform bone of wrist,Fx pisiform-open,
+81415,Open fracture of trapezium bone [larger multangular] of wrist,Fx trapezium bone-open,
+81416,Open fracture of trapezoid bone [smaller multangular] of wrist,Fx trapezoid bone-open,
+81417,Open fracture of capitate bone [os magnum] of wrist,Fx capitate bone-open,
+81418,Open fracture of hamate [unciform] bone of wrist,Fx hamate bone-open,
+81419,Open fracture of other bone of wrist,Fx carpal bone NEC-open,
+81500,"Closed fracture of metacarpal bone(s), site unspecified",Fx metacarpal NOS-closed,
+81501,Closed fracture of base of thumb [first] metacarpal,Fx 1st metacarp base-cl,
+81502,Closed fracture of base of other metacarpal bone(s),Fx metacarp base NEC-cl,
+81503,Closed fracture of shaft of metacarpal bone(s),Fx metacarpal shaft-clos,
+81504,Closed fracture of neck of metacarpal bone(s),Fx metacarpal neck-close,
+81509,Closed fracture of multiple sites of metacarpus,Mult fx metacarpus-close,
+81510,"Open fracture of metacarpal bone(s), site unspecified",Fx metacarpal NOS-open,
+81511,Open fracture of base of thumb [first] metacarpal,Fx 1st metacarp base-opn,
+81512,Open fracture of base of other metacarpal bone(s),Fx metacarp base NEC-opn,
+81513,Open fracture of shaft of metacarpal bone(s),Fx metacarpal shaft-open,
+81514,Open fracture of neck of metacarpal bone(s),Fx metacarpal neck-open,
+81519,Open fracture of multiple sites of metacarpus,Mult fx metacarpus-open,
+81600,"Closed fracture of phalanx or phalanges of hand, unspecified","Fx phalanx, hand NOS-cl",
+81601,Closed fracture of middle or proximal phalanx or phalanges of hand,"Fx mid/prx phal, hand-cl",
+81602,Closed fracture of distal phalanx or phalanges of hand,"Fx dist phalanx, hand-cl",
+81603,Closed fracture of multiple sites of phalanx or phalanges of hand,"Fx mult phalan, hand-cl",
+81610,"Open fracture of phalanx or phalanges of hand, unspecified","Fx phalanx, hand NOS-opn",
+81611,Open fracture of middle or proximal phalanx or phalanges of hand,"Fx mid/prx phal, hand-op",
+81612,Open fracture of distal phalanx or phalanges of hand,"Fx distal phal, hand-opn",
+81613,Open fracture of multiple sites of phalanx or phalanges of hand,"Fx mult phalan, hand-opn",
+8170,Multiple closed fractures of hand bones,Multiple fx hand-closed,
+8171,Multiple open fractures of hand bones,Multiple fx hand-open,
+8180,Ill-defined closed fractures of upper limb,Fx arm mult/NOS-closed,
+8181,Ill-defined open fractures of upper limb,Fx arm mult/NOS-open,
+8190,"Multiple closed fractures involving both upper limbs, and upper limb with rib(s) and sternum",Fx arms w rib/sternum-cl,
+8191,"Multiple open fractures involving both upper limbs, and upper limb with rib(s) and sternum",Fx arms w rib/stern-open,
+82000,"Closed fracture of intracapsular section of neck of femur, unspecified",Fx femur intrcaps NOS-cl,
+82001,Closed fracture of epiphysis (separation) (upper) of neck of femur,Fx up femur epiphy-clos,
+82002,Closed fracture of midcervical section of neck of femur,"Fx femur, midcervic-clos",
+82003,Closed fracture of base of neck of femur,Fx base femoral nck-clos,
+82009,Other closed transcervical fracture of neck of femur,Fx femur intrcaps NEC-cl,
+82010,"Open fracture of intracapsular section of neck of femur, unspecified",Fx femur intrcap NOS-opn,
+82011,Open fracture of epiphysis (separation) (upper) of neck of femur,Fx up femur epiphy-open,
+82012,Open fracture of midcervical section of neck of femur,"Fx femur, midcervic-open",
+82013,Open fracture of base of neck of femur,Fx base femoral nck-open,
+82019,Other open transcervical fracture of neck of femur,Fx femur intrcap NEC-opn,
+82020,Closed fracture of trochanteric section of neck of femur,Trochanteric fx NOS-clos,
+82021,Closed fracture of intertrochanteric section of neck of femur,Intertrochanteric fx-cl,
+82022,Closed fracture of subtrochanteric section of neck of femur,Subtrochanteric fx-close,
+82030,"Open fracture of trochanteric section of neck of femur, unspecified",Trochanteric fx NOS-open,
+82031,Open fracture of intertrochanteric section of neck of femur,Intertrochanteric fx-opn,
+82032,Open fracture of subtrochanteric section of neck of femur,Subtrochanteric fx-open,
+8208,Closed fracture of unspecified part of neck of femur,Fx neck of femur NOS-cl,
+8209,Open fracture of unspecified part of neck of femur,Fx neck of femur NOS-opn,
+82100,Closed fracture of unspecified part of femur,Fx femur NOS-closed,
+82101,Closed fracture of shaft of femur,Fx femur shaft-closed,
+82110,Open fracture of unspecified part of femur,Fx femur NOS-open,
+82111,Open fracture of shaft of femur,Fx femur shaft-open,
+82120,"Closed fracture of lower end of femur, unspecified part",Fx low end femur NOS-cl,
+82121,"Closed fracture of condyle, femoral",Fx femoral condyle-close,
+82122,"Closed fracture of epiphysis, lower (separation) of femur",Fx low femur epiphy-clos,
+82123,Closed supracondylar fracture of femur,Supracondyl fx femur-cl,
+82129,Other closed fracture of lower end of femur,Fx low end femur NEC-cl,
+82130,"Open fracture of lower end of femur, unspecified part",Fx low end femur NOS-opn,
+82131,"Open fracture of condyle, femoral",Fx femoral condyle-open,
+82132,Open fracture of epiphysis. Lower (separation) of femur,Fx low femur epiphy-open,
+82133,Open supracondylar fracture of femur,Supracondyl fx femur-opn,
+82139,Other open fracture of lower end of femur,Fx low end femur NEC-opn,
+8220,Closed fracture of patella,Fracture patella-closed,
+8221,Open fracture of patella,Fracture patella-open,
+82300,Closed fracture of upper end of tibia alone,Fx upper end tibia-close,
+82301,Closed fracture of upper end of fibula alone,Fx upper end fibula-clos,
+82302,Closed fracture of upper end of fibula with tibia,Fx up tibia w fibula-cl,
+82310,Open fracture of upper end of tibia alone,Fx upper end tibia-open,
+82311,Open fracture of upper end of fibula alone,Fx upper end fibula-open,
+82312,Open fracture of upper end of fibula with tibia,Fx up tibia w fibula-opn,
+82320,Closed fracture of shaft of tibia alone,Fx shaft tibia-closed,
+82321,Closed fracture of shaft of fibula alone,Fx shaft fibula-closed,
+82322,Closed fracture of shaft of fibula with tibia,Fx shaft fib w tib-clos,
+82330,Open fracture of shaft of tibia alone,Fx tibia shaft-open,
+82331,Open fracture of shaft of fibula alone,Fx fibula shaft-open,
+82332,Open fracture of shaft of fibula with tibia,Fx shaft tibia w fib-opn,
+82340,"Torus fracture, tibia alone",Torus fracture of tibia,
+82341,"Torus fracture, fibula alone",Torus fracture of fibula,
+82342,"Torus fracture, fibula with tibia",Torus fx tibia/fibula,
+82380,Closed fracture of unspecified part of tibia alone,Fx tibia NOS-closed,
+82381,Closed fracture of unspecified part of fibula alone,Fx fibula NOS-closed,
+82382,Closed fracture of unspecified part of fibula with tibia,Fx tibia w fibula NOS-cl,
+82390,Open fracture of unspecified part of tibia alone,Fx tibia NOS-open,
+82391,Open fracture of unspecified part of fibula alone,Fx fibula NOS-open,
+82392,Open fracture of unspecified part of fibula with tibia,Fx tibia w fib NOS-open,
+8240,"Fracture of medial malleolus, closed",Fx medial malleolus-clos,
+8241,"Fracture of medial malleolus, open",Fx medial malleolus-open,
+8242,"Fracture of lateral malleolus, closed",Fx lateral malleolus-cl,
+8243,"Fracture of lateral malleolus, open",Fx lateral malleolus-opn,
+8244,"Bimalleolar fracture, closed",Fx bimalleolar-closed,
+8245,"Bimalleolar fracture, open",Fx bimalleolar-open,
+8246,"Trimalleolar fracture, closed",Fx trimalleolar-closed,
+8247,"Trimalleolar fracture, open",Fx trimalleolar-open,
+8248,"Unspecified fracture of ankle, closed",Fx ankle NOS-closed,
+8249,"Unspecified fracture of ankle, open",Fx ankle NOS-open,
+8250,"Fracture of calcaneus, closed",Fracture calcaneus-close,
+8251,"Fracture of calcaneus, open",Fracture calcaneus-open,
+82520,Closed fracture of unspecified bone(s) of foot [except toes],Fx foot bone NOS-closed,
+82521,Closed fracture of astragalus,Fx astragalus-closed,
+82522,"Closed fracture of navicular [scaphoid], foot","Fx navicular, foot-clos",
+82523,Closed fracture of cuboid,Fx cuboid-closed,
+82524,"Closed fracture of cuneiform, foot","Fx cuneiform, foot-clos",
+82525,Closed fracture of metatarsal bone(s),Fx metatarsal-closed,
+82529,Other closed fracture of tarsal and metatarsal bones,Fx foot bone NEC-closed,
+82530,Open fracture of unspecified bone(s) of foot [except toes],Fx foot bone NOS-open,
+82531,Open fracture of astragalus,Fx astragalus-open,
+82532,"Open fracture of navicular [scaphoid], foot","Fx navicular, foot-open",
+82533,Open fracture of cuboid,Fx cuboid-open,
+82534,"Open fracture of cuneiform, foot","Fx cuneiform, foot-open",
+82535,Open fracture of metatarsal bone(s),Fx metatarsal-open,
+82539,Other open fracture of tarsal and metatarsal bones,Fx foot bone NEC-open,
+8260,Closed fracture of one or more phalanges of foot,"Fx phalanx, foot-closed",
+8261,Open fracture of one or more phalanges of foot,"Fx phalanx, foot-open",
+8270,"Other, multiple and ill-defined fractures of lower limb, closed",Fx lower limb NEC-closed,
+8271,"Other, multiple and ill-defined fractures of lower limb, open",Fx lower limb NEC-open,
+8280,"Closed multiple fractures involving both lower limbs, lower with upper limb, and lower limb(s) with rib(s) and sternum",Fx legs w arm/rib-closed,
+8281,"Open multiple fractures involving both lower limbs, lower with upper limb, and lower limb(s) with rib(s) and sternum",Fx legs w arm/rib-open,
+8290,"Fracture of unspecified bone, closed",Fracture NOS-closed,
+8291,"Fracture of unspecified bone, open",Fracture NOS-open,
+8300,Closed dislocation of jaw,Dislocation jaw-closed,
+8301,Open dislocation of jaw,Dislocation jaw-open,
+83100,"Closed dislocation of shoulder, unspecified",Disloc shoulder NOS-clos,
+83101,Closed anterior dislocation of humerus,Ant disloc humerus-close,
+83102,Closed posterior dislocation of humerus,Post disloc humerus-clos,
+83103,Closed inferior dislocation of humerus,Infer disloc humerus-cl,
+83104,Closed dislocation of acromioclavicular (joint),Disloc acromioclavic-cl,
+83109,"Closed dislocation of shoulder, other",Disloc shoulder NEC-clos,
+83110,"Open dislocation of shoulder, unspecified",Disloc shoulder NOS-open,
+83111,Open anterior dislocation of humerus,Ant disloc humerus-open,
+83112,Open posterior dislocation of humerus,Post disloc humerus-open,
+83113,Open inferior dislocation of humerus,Infer disloc humerus-opn,
+83114,Open dislocation of acromioclavicular (joint),Disloc acromioclavic-opn,
+83119,"Open dislocation of shoulder, other",Disloc shoulder NEC-open,
+83200,"Closed dislocation of elbow, unspecified",Dislocat elbow NOS-close,
+83201,Closed anterior dislocation of elbow,Ant disloc elbow-closed,
+83202,Closed posterior dislocation of elbow,Post disloc elbow-closed,
+83203,Closed medial dislocation of elbow,Med disloc elbow-closed,
+83204,Closed lateral dislocation of elbow,Lat disloc elbow-closed,
+83209,"Closed dislocation of elbow, other",Dislocat elbow NEC-close,
+83210,"Open dislocation of elbow, unspecified",Dislocat elbow NOS-open,
+83211,Open anterior dislocation of elbow,Ant disloc elbow-open,
+83212,Open posterior dislocation of elbow,Post disloc elbow-open,
+83213,Open medial dislocation of elbow,Med disloc elbow-open,
+83214,Open lateral dislocation of elbow,Lat dislocat elbow-open,
+83219,"Open dislocation of elbow, other",Dislocat elbow NEC-open,
+8322,Nursemaid's elbow,Nursemaid's elbow,
+83300,"Closed dislocation of wrist, unspecified part",Disloc wrist NOS-closed,
+83301,"Closed dislocation of radioulnar (joint), distal",Disloc dist radiouln-cl,
+83302,Closed dislocation of radiocarpal (joint),Disloc radiocarpal-clos,
+83303,Closed dislocation of midcarpal (joint),Disloca midcarpal-closed,
+83304,Closed dislocation of carpometacarpal (joint),Disloc carpometacarp-cl,
+83305,"Closed dislocation of metacarpal (bone), proximal end",Disloc metacarpal-closed,
+83309,"Closed dislocation of wrist, other",Disloc wrist NEC-closed,
+83310,"Open dislocation of wrist, unspecified part",Dislocat wrist NOS-open,
+83311,"Open dislocation of radioulnar (joint), distal",Disloc dist radiouln-opn,
+83312,Open dislocation of radiocarpal (joint),Disloc radiocarpal-open,
+83313,Open dislocation of midcarpal (joint),Dislocat midcarpal-open,
+83314,Open dislocation of carpometacarpal (joint),Disloc carpometacarp-opn,
+83315,"Open dislocation of metacarpal (bone), proximal end",Dislocat metacarpal-open,
+83319,"Open dislocation of wrist, other",Dislocat wrist NEC-open,
+83400,"Closed dislocation of finger, unspecified part",Disl finger NOS-closed,
+83401,Closed dislocation of metacarpophalangeal (joint),Disloc metacarpophaln-cl,
+83402,"Closed dislocation of interphalangeal (joint), hand",Disl interphaln hand-cl,
+83410,"Open dislocation of finger, unspecified part",Disloc finger NOS-open,
+83411,Open dislocation of metacarpophalangeal (joint),Disl metacarpophalan-opn,
+83412,"Open dislocation interphalangeal (joint), hand",Disl interphaln hand-opn,
+83500,"Closed dislocation of hip, unspecified site",Dislocat hip NOS-closed,
+83501,Closed posterior dislocation of hip,Posterior disloc hip-cl,
+83502,Closed obturator dislocation of hip,Obturator disloc hip-cl,
+83503,Other closed anterior dislocation of hip,Ant disloc hip NEC-clos,
+83510,"Open dislocation of hip, unspecified site",Dislocation hip NOS-open,
+83511,Open posterior dislocation of hip,Posterior disloc hip-opn,
+83512,Open obturator dislocation of hip,Obturator disloc hip-opn,
+83513,Other open anterior dislocation of hip,Ant disloc hip NEC-open,
+8360,"Tear of medial cartilage or meniscus of knee, current",Tear med menisc knee-cur,
+8361,"Tear of lateral cartilage or meniscus of knee, current",Tear lat menisc knee-cur,
+8362,"Other tear of cartilage or meniscus of knee, current",Tear meniscus NEC-curren,
+8363,"Dislocation of patella, closed",Dislocat patella-closed,
+8364,"Dislocation of patella, open",Dislocation patella-open,
+83650,"Dislocation of knee, unspecified, closed",Dislocat knee NOS-closed,
+83651,"Anterior dislocation of tibia, proximal end, closed",Ant disloc prox tibia-cl,
+83652,"Posterior dislocation of tibia, proximal end, closed",Post disl prox tibia-cl,
+83653,"Medial dislocation of tibia, proximal end, closed",Med disloc prox tibia-cl,
+83654,"Lateral dislocation of tibia, proximal end, closed",Lat disloc prox tibia-cl,
+83659,"Other dislocation of knee, closed",Dislocat knee NEC-closed,
+83660,"Dislocation of knee, unspecified, open",Dislocat knee NOS-open,
+83661,"Anterior dislocation of tibia, proximal end, open",Ant disl prox tibia-open,
+83662,"Posterior dislocation of tibia, proximal end, open",Post disl prox tibia-opn,
+83663,"Medial dislocation of tibia, proximal end, open",Med disl prox tibia-open,
+83664,"Lateral dislocation of tibia, proximal end, open",Lat disl prox tibia-open,
+83669,"Other dislocation of knee, open",Dislocat knee NEC-open,
+8370,Closed dislocation of ankle,Dislocation ankle-closed,
+8371,Open dislocation of ankle,Dislocation ankle-open,
+83800,"Closed dislocation of foot, unspecified",Dislocat foot NOS-closed,
+83801,"Closed dislocation of tarsal (bone), joint unspecified",Disloc tarsal NOS-closed,
+83802,Closed dislocation of midtarsal (joint),Disloc midtarsal-closed,
+83803,Closed dislocation of tarsometatarsal (joint),Disloc tarsometatars-cl,
+83804,"Closed dislocation of metatarsal (bone), joint unspecified",Disloc metatarsal NOS-cl,
+83805,Closed dislocation of metatarsophalangeal (joint),Disl metatarsophalang-cl,
+83806,"Closed dislocation of interphalangeal (joint), foot",Disl interphalan foot-cl,
+83809,"Closed dislocation of foot, other",Dislocat foot NEC-closed,
+83810,"Open dislocation of foot, unspecified",Dislocat foot NOS-open,
+83811,"Open dislocation of tarsal (bone), joint unspecified",Disloc tarsal NOS-open,
+83812,Open dislocation of midtarsal (joint),Disloc midtarsal-open,
+83813,Open dislocation of tarsometatarsal (joint),Disl tarsometatarsal-opn,
+83814,"Open dislocation of metatarsal (bone), joint unspecified",Disl metatarsal NOS-open,
+83815,Open dislocation of metatarsophalangeal (joint),Disloc metatarsophal-opn,
+83816,"Open dislocation of interphalangeal (joint), foot",Dis interphalan foot-opn,
+83819,"Open dislocation of foot, other",Dislocat foot NEC-open,
+83900,"Closed dislocation, cervical vertebra, unspecified",Disloc cerv vert NOS-cl,
+83901,"Closed dislocation, first cervical vertebra",Disloc 1st cerv vert-cl,
+83902,"Closed dislocation, second cervical vertebra",Disloc 2nd cerv vert-cl,
+83903,"Closed dislocation, third cervical vertebra",Disloc 3rd cerv vert-cl,
+83904,"Closed dislocation, fourth cervical vertebra",Disloc 4th cerv vert-cl,
+83905,"Closed dislocation, fifth cervical vertebra",Disloc 5th cerv vert-cl,
+83906,"Closed dislocation, sixth cervical vertebra",Disloc 6th cerv vert-cl,
+83907,"Closed dislocation, seventh cervical vertebra",Disloc 7th cerv vert-cl,
+83908,"Closed dislocation, multiple cervical vertebrae",Disloc mult cerv vert-cl,
+83910,"Open dislocation, cervical vertebra, unspecified",Disloc cerv vert NOS-opn,
+83911,"Open dislocation, first cervical vertebra",Disloc lst cerv vert-opn,
+83912,"Open dislocation, second cervical vertebra",Disloc 2nd cerv vert-opn,
+83913,"Open dislocation, third cervical vertebra",Disloc 3rd cerv vert-opn,
+83914,"Open dislocation, fourth cervical vertebra",Disloc 4th cerv vert-opn,
+83915,"Open dislocation, fifth cervical vertebra",Disloc 5th cerv vert-opn,
+83916,"Open dislocation, sixth cervical vertebra",Disloc 6th cerv vert-opn,
+83917,"Open dislocation, seventh cervical vertebra",Disloc 7th cerv vert-opn,
+83918,"Open dislocation, multiple cervical vertebrae",Disloc mlt cerv vert-opn,
+83920,"Closed dislocation, lumbar vertebra",Dislocat lumbar vert-cl,
+83921,"Closed dislocation, thoracic vertebra",Disloc thoracic vert-cl,
+83930,"Open dislocation, lumbar vertebra",Dislocat lumbar vert-opn,
+83931,"Open dislocation, thoracic vertebra",Disloc thoracic vert-opn,
+83940,"Closed dislocation, vertebra, unspecified site",Dislocat vertebra NOS-cl,
+83941,"Closed dislocation, coccyx",Dislocat coccyx-closed,
+83942,"Closed dislocation, sacrum",Dislocat sacrum-closed,
+83949,"Closed dislocation, vertebra, other",Dislocat vertebra NEC-cl,
+83950,"Open dislocation, vertebra, unspecified site",Disloc vertebra NOS-open,
+83951,"Open dislocation, coccyx",Dislocat coccyx-open,
+83952,"Open dislocation, sacrum",Dislocat sacrum-open,
+83959,"Open dislocation, vertebra,other",Disloc vertebra NEC-open,
+83961,"Closed dislocation, sternum",Dislocat sternum-closed,
+83969,"Closed dislocation, other location",Dislocat site NEC-closed,
+83971,"Open dislocation, sternum",Dislocation sternum-open,
+83979,"Open dislocation, other location",Dislocat site NEC-open,
+8398,"Closed dislocation, multiple and ill-defined sites",Dislocation NEC-closed,
+8399,"Open dislocation, multiple and ill-defined sites",Dislocation NEC-open,
+8400,Acromioclavicular (joint) (ligament) sprain,Sprain acromioclavicular,
+8401,Coracoclavicular (ligament) sprain,Sprain coracoclavicular,
+8402,Coracohumeral (ligament) sprain,Sprain coracohumeral,
+8403,Infraspinatus (muscle) (tendon) sprain,Sprain infraspinatus,
+8404,Rotator cuff (capsule) sprain,Sprain rotator cuff,
+8405,Subscapularis (muscle) sprain,Sprain subscapularis,
+8406,Supraspinatus (muscle) (tendon) sprain,Sprain supraspinatus,
+8407,Superior glenoid labrum lesion,Sup glenoid labrm lesion,
+8408,Sprains and strains of other specified sites of shoulder and upper arm,Sprain shoulder/arm NEC,
+8409,Sprains and strains of unspecified site of shoulder and upper arm,Sprain shoulder/arm NOS,
+8410,Radial collateral ligament sprain,Sprain radial collat lig,
+8411,Ulnar collateral ligament sprain,Sprain ulnar collat lig,
+8412,Radiohumeral (joint) sprain,Sprain radiohumeral,
+8413,Ulnohumeral (joint) sprain,Sprain ulnohumeral,
+8418,Sprains and strains of other specified sites of elbow and forearm,Sprain elbow/forearm NEC,
+8419,Sprains and strains of unspecified site of elbow and forearm,Sprain elbow/forearm NOS,
+84200,"Sprain of wrist, unspecified site",Sprain of wrist NOS,
+84201,Sprain of carpal (joint) of wrist,Sprain carpal,
+84202,Sprain of radiocarpal (joint) (ligament) of wrist,Sprain radiocarpal,
+84209,Other sprains and strains of wrist,Sprain of wrist NEC,
+84210,"Sprain of hand, unspecified site",Sprain of hand NOS,
+84211,Sprain of carpometacarpal (joint) of hand,Sprain carpometacarpal,
+84212,Sprain of metacarpophalangeal (joint) of hand,Sprain metacarpophalang,
+84213,Sprain of interphalangeal (joint) of hand,Sprain interphalangeal,
+84219,Other sprains and strains of hand,Sprain of hand NEC,
+8430,Iliofemoral (ligament) sprain,Sprain iliofemoral,
+8431,Ischiocapsular (ligament) sprain,Sprain ischiocapsular,
+8438,Sprains and strains of other specified sites of hip and thigh,Sprain hip & thigh NEC,
+8439,Sprains and strains of unspecified site of hip and thigh,Sprain hip & thigh NOS,
+8440,Sprain of lateral collateral ligament of knee,Sprain lateral coll lig,
+8441,Sprain of medial collateral ligament of knee,Sprain medial collat lig,
+8442,Sprain of cruciate ligament of knee,Sprain cruciate lig knee,
+8443,"Sprain of tibiofibular (joint) (ligament) superior, of knee",Sprain super tibiofibula,
+8448,Sprains and strains of other specified sites of knee and leg,Sprain of knee & leg NEC,
+8449,Sprains and strains of unspecified site of knee and leg,Sprain of knee & leg NOS,
+84500,"Sprain of ankle, unspecified site",Sprain of ankle NOS,
+84501,"Sprain of deltoid (ligament), ankle",Sprain of ankle deltoid,
+84502,Sprain of calcaneofibular (ligament) of ankle,Sprain calcaneofibular,
+84503,"Sprain of tibiofibular (ligament), distal of ankle",Sprain distal tibiofibul,
+84509,Other sprains and strains of ankle,Sprain of ankle NEC,
+84510,"Sprain of foot, unspecified site",Sprain of foot NOS,
+84511,Sprain of tarsometatarsal (joint) (ligament) of foot,Sprain tarsometatarsal,
+84512,Sprain of metatarsophalangeal (joint) of foot,Sprain metatarsophalang,
+84513,"Sprain of interphalangeal (joint), toe",Sprain interphalang toe,
+84519,Other sprain of foot,Sprain of foot NEC,
+8460,Sprain of lumbosacral (joint) (ligament),Sprain lumbosacral,
+8461,Sprain of sacroiliac ligament,Sprain sacroiliac,
+8462,Sprain of sacrospinatus (ligament),Sprain sacrospinatus,
+8463,Sprain of sacrotuberous (ligament),Sprain sacrotuberous,
+8468,Sprain of other specified sites of sacroiliac region,Sprain sacroiliac NEC,
+8469,Sprain of unspecified site of sacroiliac region,Sprain sacroiliac NOS,
+8470,Sprain of neck,Sprain of neck,
+8471,Sprain of thoracic,Sprain thoracic region,
+8472,Sprain of lumbar,Sprain lumbar region,
+8473,Sprain of sacrum,Sprain of sacrum,
+8474,Sprain of coccyx,Sprain of coccyx,
+8479,Sprain of unspecified site of back,Sprain of back NOS,
+8480,Sprain of septal cartilage of nose,Sprain of nasal septum,
+8481,Sprain of jaw,Sprain of jaw,
+8482,Sprain of thyroid region,Sprain of thyroid region,
+8483,Sprain of ribs,Sprain of ribs,
+84840,"Sprain of sternum, unspecified site",Sprain of sternum NOS,
+84841,Sprain of sternoclavicular (joint) (ligament),Sprain sternoclavicular,
+84842,Sprain of chondrosternal (joint),Sprain chondrosternal,
+84849,"Sprain of sternum, other",Sprain of sternum NEC,
+8485,Sprain of pelvic,Sprain of pelvis,
+8488,Other specified sites of sprains and strains,Sprain NEC,
+8489,Unspecified site of sprain and strain,Sprain NOS,
+8500,Concussion with no loss of consciousness,Concussion w/o coma,
+85011,"Concussion, with loss of consciousness of 30 minutes or less",Concus-brief coma <31 mn,
+85012,"Concussion, with loss of consciousness from 31 to 59 minutes",Concus-brf coma 31-59 mn,
+8502,Concussion with moderate loss of consciousness,Concussion-moderate coma,
+8503,Concussion with prolonged loss of consciousness and return to pre-existing conscious level,Concussion-prolong coma,
+8504,"Concussion with prolonged loss of consciousness, without return to pre-existing conscious level",Concussion-deep coma,
+8505,Concussion with loss of consciousness of unspecified duration,Concussion w coma NOS,
+8509,"Concussion, unspecified",Concussion NOS,
+85100,"Cortex (cerebral) contusion without mention of open intracranial wound, unspecified state of consciousness",Cerebral cortx contusion,
+85101,"Cortex (cerebral) contusion without mention of open intracranial wound, with no loss of consciousness",Cortex contusion-no coma,
+85102,"Cortex (cerebral) contusion without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cortex contus-brief coma,
+85103,"Cortex (cerebral) contusion without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cortex contus-mod coma,
+85104,"Cortex (cerebral) contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cortx contus-prolng coma,
+85105,"Cortex (cerebral) contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cortex contus-deep coma,
+85106,"Cortex (cerebral) contusion without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cortex contus-coma NOS,
+85109,"Cortex (cerebral) contusion without mention of open intracranial wound, with concussion, unspecified",Cortex contus-concus NOS,
+85110,"Cortex (cerebral) contusion with open intracranial wound, unspecified state of consciousness",Cortex contusion/opn wnd,
+85111,"Cortex (cerebral) contusion with open intracranial wound, with no loss of consciousness",Opn cortx contus-no coma,
+85112,"Cortex (cerebral) contusion with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cort contus-brf coma,
+85113,"Cortex (cerebral) contusion with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cort contus-mod coma,
+85114,"Cortex (cerebral) contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cort contu-prol coma,
+85115,"Cortex (cerebral) contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cort contu-deep coma,
+85116,"Cortex (cerebral) contusion with open intracranial wound, with loss of consciousness of unspecified duration",Opn cort contus-coma NOS,
+85119,"Cortex (cerebral) contusion with open intracranial wound, with concussion, unspecified",Opn cortx contus-concuss,
+85120,"Cortex (cerebral) laceration without mention of open intracranial wound, unspecified state of consciousness",Cerebral cortex lacerat,
+85121,"Cortex (cerebral) laceration without mention of open intracranial wound, with no loss of consciousness",Cortex lacerat w/o coma,
+85122,"Cortex (cerebral) laceration without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cortex lacera-brief coma,
+85123,"Cortex (cerebral) laceration without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cortex lacerat-mod coma,
+85124,"Cortex (cerebral) laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cortex lacerat-prol coma,
+85125,"Cortex (cerebral) laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cortex lacerat-deep coma,
+85126,"Cortex (cerebral) laceration without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cortex lacerat-coma NOS,
+85129,"Cortex (cerebral) laceration without mention of open intracranial wound, with concussion, unspecified",Cortex lacerat-concuss,
+85130,"Cortex (cerebral) laceration with open intracranial wound, unspecified state of consciousness",Cortex lacer w opn wound,
+85131,"Cortex (cerebral) laceration with open intracranial wound, with no loss of consciousness",Opn cortex lacer-no coma,
+85132,"Cortex (cerebral) laceration with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cortx lac-brief coma,
+85133,"Cortex (cerebral) laceration with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cortx lacer-mod coma,
+85134,"Cortex (cerebral) laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cortx lac-proln coma,
+85135,"Cortex (cerebral) laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cortex lac-deep coma,
+85136,"Cortex (cerebral) laceration with open intracranial wound, with loss of consciousness of unspecified duration",Opn cortx lacer-coma NOS,
+85139,"Cortex (cerebral) laceration with open intracranial wound, with concussion, unspecified",Opn cortx lacer-concuss,
+85140,"Cerebellar or brain stem contusion without mention of open intracranial wound, unspecified state of consciousness",Cerebel/brain stm contus,
+85141,"Cerebellar or brain stem contusion without mention of open intracranial wound, with no loss of consciousness",Cerebell contus w/o coma,
+85142,"Cerebellar or brain stem contusion without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Cerebell contus-brf coma,
+85143,"Cerebellar or brain stem contusion without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cerebell contus-mod coma,
+85144,"Cerebellar or brain stem contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss consciousness and return to pre-existing conscious level",Cerebel contus-prol coma,
+85145,"Cerebellar or brain stem contusion without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cerebel contus-deep coma,
+85146,"Cerebellar or brain stem contusion without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cerebell contus-coma NOS,
+85149,"Cerebellar or brain stem contusion without mention of open intracranial wound, with concussion, unspecified",Cerebell contus-concuss,
+85150,"Cerebellar or brain stem contusion with open intracranial wound, unspecified state of consciousness",Cerebel contus w opn wnd,
+85151,"Cerebellar or brain stem contusion with open intracranial wound, with no loss of consciousness",Opn cerebe cont w/o coma,
+85152,"Cerebellar or brain stem contusion with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cerebe cont-brf coma,
+85153,"Cerebellar or brain stem contusion with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cerebe cont-mod coma,
+85154,"Cerebellar or brain stem contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cerebe cont-prol com,
+85155,"Cerebellar or brain stem contusion with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cerebe cont-deep com,
+85156,"Cerebellar or brain stem contusion with open intracranial wound, with loss of consciousness of unspecified duration",Opn cerebe cont-coma NOS,
+85159,"Cerebellar or brain stem contusion with open intracranial wound, with concussion, unspecified",Opn cerebel cont-concuss,
+85160,"Cerebellar or brain stem laceration without mention of open intracranial wound, unspecified state of consciousness",Cerebel/brain stem lacer,
+85161,"Cerebellar or brain stem laceration without mention of open intracranial wound, with no loss of consciousness",Cerebel lacerat w/o coma,
+85162,"Cerebellar or brain stem laceration without mention of open intracranial wound, with brief [less than 1 hour] loss of consciousness",Cerebel lacer-brief coma,
+85163,"Cerebellar or brain stem laceration without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Cerebel lacerat-mod coma,
+85164,"Cerebellar or brain stem laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Cerebel lacer-proln coma,
+85165,"Cerebellar or brain stem laceration without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Cerebell lacer-deep coma,
+85166,"Cerebellar or brain stem laceration without mention of open intracranial wound, with loss of consciousness of unspecified duration",Cerebel lacerat-coma NOS,
+85169,"Cerebellar or brain stem laceration without mention of open intracranial wound, with concussion, unspecified",Cerebel lacer-concussion,
+85170,"Cerebellar or brain stem laceration with open intracranial wound, unspecified state of consciousness",Cerebel lacer w open wnd,
+85171,"Cerebellar or brain stem laceration with open intracranial wound, with no loss of consciousness",Opn cerebel lac w/o coma,
+85172,"Cerebellar or brain stem laceration with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn cerebel lac-brf coma,
+85173,"Cerebellar or brain stem laceration with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn cerebel lac-mod coma,
+85174,"Cerebellar or brain stem laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn cerebe lac-prol coma,
+85175,"Cerebellar or brain stem laceration with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn cerebe lac-deep coma,
+85176,"Cerebellar or brain stem laceration with open intracranial wound, with loss of consciousness of unspecified duration",Opn cerebel lac-coma NOS,
+85179,"Cerebellar or brain stem laceration with open intracranial wound, with concussion, unspecified",Opn cerebell lac-concuss,
+85180,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, unspecified state of consciousness",Brain laceration NEC,
+85181,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with no loss of consciousness",Brain lacer NEC w/o coma,
+85182,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain lac NEC-brief coma,
+85183,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain lacer NEC-mod coma,
+85184,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Brain lac NEC-proln coma,
+85185,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain lac NEC-deep coma,
+85186,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain lacer NEC-coma NOS,
+85189,"Other and unspecified cerebral laceration and contusion, without mention of open intracranial wound, with concussion, unspecified",Brain lacer NEC-concuss,
+85190,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, unspecified state of consciousness",Brain lac NEC w open wnd,
+85191,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with no loss of consciousness",Opn brain lacer w/o coma,
+85192,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn brain lac-brief coma,
+85193,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn brain lacer-mod coma,
+85194,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn brain lac-proln coma,
+85195,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Open brain lac-deep coma,
+85196,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with loss of consciousness of unspecified duration",Opn brain lacer-coma NOS,
+85199,"Other and unspecified cerebral laceration and contusion, with open intracranial wound, with concussion, unspecified",Open brain lacer-concuss,
+85200,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traum subarachnoid hem,
+85201,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Subarachnoid hem-no coma,
+85202,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Subarach hem-brief coma,
+85203,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Subarach hem-mod coma,
+85204,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Subarach hem-prolng coma,
+85205,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Subarach hem-deep coma,
+85206,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Subarach hem-coma NOS,
+85209,"Subarachnoid hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Subarach hem-concussion,
+85210,"Subarachnoid hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Subarach hem w opn wound,
+85211,"Subarachnoid hemorrhage following injury with open intracranial wound, with no loss of consciousness",Opn subarach hem-no coma,
+85212,"Subarachnoid hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Op subarach hem-brf coma,
+85213,"Subarachnoid hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Op subarach hem-mod coma,
+85214,"Subarachnoid hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours) loss of consciousness and return to pre-existing conscious level",Op subarach hem-prol com,
+85215,"Subarachnoid hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Op subarach hem-deep com,
+85216,"Subarachnoid hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Op subarach hem-coma NOS,
+85219,"Subarachnoid hemorrhage following injury with open intracranial wound, with concussion, unspecified",Opn subarach hem-concuss,
+85220,"Subdural hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic subdural hem,
+85221,"Subdural hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Subdural hem w/o coma,
+85222,"Subdural hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Subdural hem-brief coma,
+85223,"Subdural hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Subdural hemorr-mod coma,
+85224,"Subdural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Subdural hem-prolng coma,
+85225,"Subdural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Subdural hem-deep coma,
+85226,"Subdural hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Subdural hemorr-coma NOS,
+85229,"Subdural hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Subdural hem-concussion,
+85230,"Subdural hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Subdural hem w opn wound,
+85231,"Subdural hemorrhage following injury with open intracranial wound, with no loss of consciousness",Open subdur hem w/o coma,
+85232,"Subdural hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn subdur hem-brf coma,
+85233,"Subdural hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn subdur hem-mod coma,
+85234,"Subdural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn subdur hem-prol coma,
+85235,"Subdural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn subdur hem-deep coma,
+85236,"Subdural hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Opn subdur hem-coma NOS,
+85239,"Subdural hemorrhage following injury with open intracranial wound, with concussion, unspecified",Opn subdur hem-concuss,
+85240,"Extradural hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic extradural hem,
+85241,"Extradural hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Extradural hem w/o coma,
+85242,"Extradural hemorrhage following injury without mention of open intracranial wound, with brief [less than 1 hour] loss of consciousness",Extradur hem-brief coma,
+85243,"Extradural hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Extradural hem-mod coma,
+85244,"Extradural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Extradur hem-proln coma,
+85245,"Extradural hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Extradural hem-deep coma,
+85246,"Extradural hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Extradural hem-coma NOS,
+85249,"Extradural hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Extadural hem-concuss,
+85250,"Extradural hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Extradural hem w opn wnd,
+85251,"Extradural hemorrhage following injury with open intracranial wound, with no loss of consciousness",Extradural hemor-no coma,
+85252,"Extradural hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Extradur hem-brief coma,
+85253,"Extradural hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Extradural hem-mod coma,
+85254,"Extradural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Extradur hem-proln coma,
+85255,"Extradural hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Extradur hem-deep coma,
+85256,"Extradural hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Extradural hem-coma NOS,
+85259,"Extradural hemorrhage following injury with open intracranial wound, with concussion, unspecified",Extradural hem-concuss,
+85300,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness",Traumatic brain hem NEC,
+85301,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness",Brain hem NEC w/o coma,
+85302,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain hem NEC-brief coma,
+85303,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain hem NEC-mod coma,
+85304,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre- existing conscious level",Brain hem NEC-proln coma,
+85305,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain hem NEC-deep coma,
+85306,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain hem NEC-coma NOS,
+85309,"Other and unspecified intracranial hemorrhage following injury without mention of open intracranial wound, with concussion, unspecified",Brain hem NEC-concussion,
+85310,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, unspecified state of consciousness",Brain hem NEC w opn wnd,
+85311,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with no loss of consciousness",Brain hem opn w/o coma,
+85312,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with brief [less than one hour] loss of consciousness",Brain hem opn-brf coma,
+85313,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain hem open-mod coma,
+85314,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Brain hem opn-proln coma,
+85315,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain hem open-deep coma,
+85316,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with loss of consciousness of unspecified duration",Brain hem open-coma NOS,
+85319,"Other and unspecified intracranial hemorrhage following injury with open intracranial wound, with concussion, unspecified",Brain hem opn-concussion,
+85400,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, unspecified state of consciousness",Brain injury NEC,
+85401,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with no loss of consciousness",Brain injury NEC-no coma,
+85402,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with brief [less than one hour] loss of consciousness",Brain inj NEC-brief coma,
+85403,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with moderate [1-24 hours] loss of consciousness",Brain inj NEC-mod coma,
+85404,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Brain inj NEC-proln coma,
+85405,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Brain inj NEC-deep coma,
+85406,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with loss of consciousness of unspecified duration",Brain inj NEC-coma NOS,
+85409,"Intracranial injury of other and unspecified nature without mention of open intracranial wound, with concussion, unspecified",Brain inj NEC-concussion,
+85410,"Intracranial injury of other and unspecified nature with open intracranial wound, unspecified state of consciousness",Brain injury w opn wnd,
+85411,"Intracranial injury of other and unspecified nature with open intracranial wound, with no loss of consciousness",Opn brain inj w/o coma,
+85412,"Intracranial injury of other and unspecified nature with open intracranial wound, with brief [less than one hour] loss of consciousness",Opn brain inj-brief coma,
+85413,"Intracranial injury of other and unspecified nature with open intracranial wound, with moderate [1-24 hours] loss of consciousness",Opn brain inj-mod coma,
+85414,"Intracranial injury of other and unspecified nature with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness and return to pre-existing conscious level",Opn brain inj-proln coma,
+85415,"Intracranial injury of other and unspecified nature with open intracranial wound, with prolonged [more than 24 hours] loss of consciousness without return to pre-existing conscious level",Opn brain inj-deep coma,
+85416,"Intracranial injury of other and unspecified nature with open intracranial wound, with loss of consciousness of unspecified duration",Open brain inj-coma NOS,
+85419,"Intracranial injury of other and unspecified nature with open intracranial wound, with concussion, unspecified",Opn brain inj-concussion,
+8600,Traumatic pneumothorax without mention of open wound into thorax,Traum pneumothorax-close,
+8601,Traumatic pneumothorax with open wound into thorax,Traum pneumothorax-open,
+8602,Traumatic hemothorax without mention of open wound into thorax,Traum hemothorax-closed,
+8603,Traumatic hemothorax with open wound into thorax,Traum hemothorax-open,
+8604,Traumatic pneumohemothorax without mention of open wound into thorax,Traum pneumohemothor-cl,
+8605,Traumatic pneumohemothorax with open wound into thorax,Traum pneumohemothor-opn,
+86100,Unspecified injury of heart without mention of open wound into thorax,Heart injury NOS-closed,
+86101,Contusion of heart without mention of open wound into thorax,Heart contusion-closed,
+86102,Laceration of heart without penetration of heart chambers or without mention of open wound into thorax,Heart laceration-closed,
+86103,Laceration of heart with penetration of heart chambers without mention of open wound into thorax,Heart chamber lacerat-cl,
+86110,Unspecified injury of heart with open wound into thorax,Heart injury NOS-open,
+86111,Contusion of heart with open wound into thorax,Heart contusion-open,
+86112,"Laceration of heart without penetration of heart chambers, with open wound into thorax",Heart laceration-open,
+86113,Laceration of heart with penetration of heart chambers with open wound into thorax,Heart chamber lacer-opn,
+86120,Unspecified injury of lung without mention of open wound into thorax,Lung injury NOS-closed,
+86121,Contusion of lung without mention of open wound into thorax,Lung contusion-closed,
+86122,Laceration of lung without mention of open wound into thorax,Lung laceration-closed,
+86130,Unspecified injury of lung with open wound into thorax,Lung injury NOS-open,
+86131,Contusion of lung with open wound into thorax,Lung contusion-open,
+86132,Laceration of lung with open wound into thorax,Lung laceration-open,
+8620,"Injury to diaphragm, without mention of open wound into cavity",Diaphragm injury-closed,
+8621,"Injury to diaphragm, with open wound into cavity",Diaphragm injury-open,
+86221,Injury to bronchus without mention of open wound into cavity,Bronchus injury-closed,
+86222,Injury to esophagus without mention of open wound into cavity,Esophagus injury-closed,
+86229,Injury to other specified intrathoracic organs without mention of open wound into cavity,Intrathoracic inj NEC-cl,
+86231,Injury to bronchus with open wound into cavity,Bronchus injury-open,
+86232,Injury to esophagus with open wound into cavity,Esophagus injury-open,
+86239,Injury to other specified intrathoracic organs with open wound into cavity,Intrathorac inj NEC-open,
+8628,"Injury to multiple and unspecified intrathoracic organs, without mention of open wound into cavity",Intrathoracic inj NOS-cl,
+8629,"Injury to multiple and unspecified intrathoracic organs, with open wound into cavity",Intrathorac inj NOS-open,
+8630,"Injury to stomach, without mention of open wound into cavity",Stomach injury-closed,
+8631,"Injury to stomach, with open wound into cavity",Stomach injury-open,
+86320,"Injury to small intestine, unspecified site, without open wound into cavity",Small intest inj NOS-cl,
+86321,"Injury to duodenum, without open wound into cavity",Duodenum injury-closed,
+86329,"Other injury to small intestine, without mention of open wound into cavity",Small intest inj NEC-cl,
+86330,"Injury to small intestine, unspecified site, with open wound into cavity",Small intest inj NOS-opn,
+86331,"Injury to duodenum, with open wound into cavity",Duodenum injury-open,
+86339,"Other injury to small intestine, with open wound into cavity",Small intest inj NEC-opn,
+86340,"Injury to colon, unspecified site, without mention of open wound into cavity",Colon injury NOS-closed,
+86341,"Injury to ascending [right] colon, without mention of open wound into cavity",Ascending colon inj-clos,
+86342,"Injury to transverse colon, without mention of open wound into cavity",Transverse colon inj-cl,
+86343,"Injury to descending [left] colon, without mention of open wound into cavity",Descending colon inj-cl,
+86344,"Injury to sigmoid colon, without mention of open wound into cavity",Sigmoid colon inj-closed,
+86345,"Injury to rectum, without mention of open wound into cavity",Rectum injury-closed,
+86346,"Injury to multiple sites in colon and rectum, without mention of open wound into cavity",Colon inj mult site-clos,
+86349,"Other injury to colon or rectum, without mention of open wound into cavity",Colon injury NEC-closed,
+86350,"Injury to colon, unspecified site, with open wound into cavity",Colon injury NOS-open,
+86351,"Injury to ascending [right] colon, with open wound into cavity",Ascending colon inj-open,
+86352,"Injury to transverse colon, with open wound into cavity",Transverse colon inj-opn,
+86353,"Injury to descending [left] colon, with open wound into cavity",Descending colon inj-opn,
+86354,"Injury to sigmoid colon, with open wound into cavity",Sigmoid colon inj-open,
+86355,"Injury to rectum, with open wound into cavity",Rectum injury-open,
+86356,"Injury to multiple sites in colon and rectum, with open wound into cavity",Colon inj mult site-open,
+86359,"Other injury to colon or rectum, with open wound into cavity",Colon injury NEC-open,
+86380,"Injury to gastrointestinal tract, unspecified site, without mention of open wound into cavity",GI injury NOS-closed,
+86381,"Injury to pancreas, head, without mention of open wound into cavity","Pancreas, head inj-close",
+86382,"Injury to pancreas, body, without mention of open wound into cavity","Pancreas, body inj-close",
+86383,"Injury to pancreas, tail, without mention of open wound into cavity","Pancreas, tail inj-close",
+86384,"Injury to pancreas, multiple and unspecified sites, without mention of open wound into cavity",Pancreas injury NOS-clos,
+86385,"Injury to appendix, without mention of open wound into cavity",Appendix injury-closed,
+86389,"Injury to other gastrointestinal sites, without mention of open wound into cavity",GI injury NEC-closed,
+86390,"Injury to gastrointestinal tract, unspecified site, with open wound into cavity",GI injury NOS-open,
+86391,"Injury to pancreas, head, with open wound into cavity","Pancreas, head inj-open",
+86392,"Injury to pancreas, body, with open wound into cavity","Pancreas, body inj-open",
+86393,"Injury to pancreas, tail, with open wound into cavity","Pancreas, tail inj-open",
+86394,"Injury to pancreas, multiple and unspecified sites, with open wound into cavity",Pancreas injury NOS-open,
+86395,"Injury to appendix, with open wound into cavity",Appendix injury-open,
+86399,"Injury to other gastrointestinal sites, with open wound into cavity",GI injury NEC-open,
+86400,"Injury to liver without mention of open wound into cavity, unspecified injury",Liver injury NOS-closed,
+86401,"Injury to liver without mention of open wound into cavity, hematoma and contusion",Liver hematoma/contusion,
+86402,"Injury to liver without mention of open wound into cavity, laceration, minor","Liver laceration, minor",
+86403,"Injury to liver without mention of open wound into cavity, laceration, moderate","Liver laceration, mod",
+86404,"Injury to liver without mention of open wound into cavity, laceration, major","Liver laceration, major",
+86405,"Injury to liver without mention of open wound into cavity laceration, unspecified",Liver lacerat unspcf cls,
+86409,Other injury to liver without mention of open wound into cavity,Liver injury NEC-closed,
+86410,"Injury to liver with open wound into cavity, unspecified injury",Liver injury NOS-open,
+86411,"Injury to liver with open wound into cavity, hematoma and contusion",Liver hematom/contus-opn,
+86412,"Injury to liver with open wound into cavity, laceration, minor","Liver lacerat, minor-opn",
+86413,"Injury to liver with open wound into cavity, laceration, moderate","Liver lacerat, mod-open",
+86414,"Injury to liver with open wound into cavity, laceration, major","Liver lacerat, major-opn",
+86415,"Injury to liver with open wound into cavity, laceration, unspecified",Liver lacerat unspcf opn,
+86419,Other injury to liver with open wound into cavity,Liver injury NEC-open,
+86500,"Injury to spleen without mention of open wound into cavity, unspecified injury",Spleen injury NOS-closed,
+86501,"Injury to spleen without mention of open wound into cavity, hematoma without rupture of capsule",Spleen hematoma-closed,
+86502,"Injury to spleen without mention of open wound into cavity, capsular tears, without major disruption of parenchyma",Spleen capsular tear,
+86503,"Injury to spleen without mention of open wound into cavity, laceration extending into parenchyma",Spleen parenchyma lacer,
+86504,"Injury to spleen without mention of open wound into cavity, massive parenchymal disruption",Spleen disruption-clos,
+86509,Other injury into spleen without mention of open wound into cavity,Spleen injury NEC-closed,
+86510,"Injury to spleen with open wound into cavity, unspecified injury",Spleen injury NOS-open,
+86511,"Injury to spleen with open wound into cavity, hematoma without rupture of capsule",Spleen hematoma-open,
+86512,"Injury to spleen with open wound into cavity, capsular tears, without major disruption of parenchyma",Spleen capsular tear-opn,
+86513,"Injury to spleen with open wound into cavity, laceration extending into parenchyma",Spleen parnchym lac-opn,
+86514,"Injury to spleen with open wound into cavity, massive parenchyma disruption",Spleen disruption-open,
+86519,Other injury to spleen with open wound into cavity,Spleen injury NEC-open,
+86600,"Injury to kidney without mention of open wound into cavity, unspecified injury",Kidney injury NOS-closed,
+86601,"Injury to kidney without mention of open wound into cavity, hematoma without rupture of capsule",Kidney hematoma-closed,
+86602,"Injury to kidney without mention of open wound into cavity, laceration",Kidney laceration-closed,
+86603,"Injury to kidney without mention of open wound into cavity, complete disruption of kidney parenchyma",Kidney disruption-closed,
+86610,"Injury to kidney with open wound into cavity, unspecified injury",Kidney injury NOS-open,
+86611,"Injury to kidney with open wound into cavity, hematoma without rupture of capsule",Kidney hematoma-open,
+86612,"Injury to kidney with open wound into cavity, laceration",Kidney laceration-open,
+86613,"Injury to kidney with open wound into cavity, complete disruption of kidney parenchyma",Kidney disruption-open,
+8670,"Injury to bladder and urethra, without mention of open wound into cavity",Bladder/urethra inj-clos,
+8671,"Injury to bladder and urethra, with open wound into cavity",Bladder/urethra inj-open,
+8672,"Injury to ureter, without mention of open wound into cavity",Ureter injury-closed,
+8673,"Injury to ureter, with open wound into cavity",Ureter injury-open,
+8674,"Injury to uterus, without mention of open wound into cavity",Uterus injury-closed,
+8675,"Injury to uterus, with open wound into cavity",Uterus injury-open,
+8676,"Injury to other specified pelvic organs, without mention of open wound into cavity",Pelvic organ inj NEC-cl,
+8677,"Injury to other specified pelvic organs, with open wound into cavity",Pelvic organ inj NEC-opn,
+8678,"Injury to unspecified pelvic organ, without mention of open wound into cavity",Pelvic organ inj NOS-cl,
+8679,"Injury to unspecified pelvic organ, with open wound into cavity",Pelvic organ inj NOS-opn,
+86800,"Injury to other intra-abdominal organs without mention of open wound into cavity, unspecified intra-abdominal organ",Intra-abdom inj NOS-clos,
+86801,"Injury to other intra-abdominal organs without mention of open wound into cavity, adrenal gland",Adrenal gland injury-cl,
+86802,"Injury to other intra-abdominal organs without mention of open wound into cavity, bile duct and gallbladder",Biliary tract injury-cl,
+86803,"Injury to other intra-abdominal organs without mention of open wound into cavity, peritoneum",Peritoneum injury-closed,
+86804,"Injury to other intra-abdominal organs without mention of open wound into cavity, retroperitoneum",Retroperitoneum inj-cl,
+86809,Injury to other and multiple intra-abdominal organs without mention of open wound into cavity,Intra-abdom inj NEC-clos,
+86810,"Injury to other intra-abdominal organs with open wound into cavity, unspecified intra-abdominal organ",Intra-abdom inj NOS-open,
+86811,"Injury to other intra-abdominal organs with open wound into cavity, adrenal gland",Adrenal gland injury-opn,
+86812,"Injury to other intra-abdominal organs with open wound into cavity, bile duct and gallbladder",Biliary tract injury-opn,
+86813,"Injury to other intra-abdominal organs with open wound into cavity, peritoneum",Peritoneum injury-open,
+86814,"Injury to other intra-abdominal organs with open wound into cavity, retroperitoneum",Retroperitoneum inj-open,
+86819,"Injury to other and multiple intra-abdominal organs, with open wound into cavity",Intra-abdom inj NEC-open,
+8690,Internal injury to unspecified or ill-defined organs without mention of open wound into cavity,Internal inj NOS-closed,
+8691,Internal injury to unspecified or ill-defined organs with open wound into cavity,Internal injury NOS-open,
+8700,Laceration of skin of eyelid and periocular area,Lac eyelid skn/perioculr,
+8701,"Laceration of eyelid, full-thickness, not involving lacrimal passages",Full-thicknes lac eyelid,
+8702,Laceration of eyelid involving lacrimal passages,Lac eyelid inv lacrm pas,
+8703,"Penetrating wound of orbit, without mention of foreign body",Penetr wnd orbit w/o FB,
+8704,Penetrating wound of orbit with foreign body,Penetrat wnd orbit w FB,
+8708,Other specified open wounds of ocular adnexa,Opn wnd ocular adnex NEC,
+8709,Unspecified open wound of ocular adnexa,Opn wnd ocular adnex NOS,
+8710,Ocular laceration without prolapse of intraocular tissue,Ocular lac w/o prolapse,
+8711,Ocular laceration with prolapse or exposure of intraocular tissue,Ocular lacera w prolapse,
+8712,Rupture of eye with partial loss of intraocular tissue,Rupture eye w tissu loss,
+8713,Avulsion of eye,Avulsion of eye,
+8714,Unspecified laceration of eye,Laceration of eye NOS,
+8715,Penetration of eyeball with magnetic foreign body,Penetrat magnet FB eye,
+8716,Penetration of eyeball with (nonmagnetic) foreign body,Penetrat FB NEC eye,
+8717,Unspecified ocular penetration,Ocular penetration NOS,
+8719,Unspecified open wound of eyeball,Opn wound of eyeball NOS,
+87200,"Open wound of external ear, unspecified site, without mention of complication",Opn wound extern ear NOS,
+87201,"Open wound of auricle, ear, without mention of complication",Open wound of auricle,
+87202,"Open wound of auditory canal, without mention of complication",Opn wound auditory canal,
+87210,"Open wound of external ear, unspecified site, complicated",Opn wnd ex ear NOS-compl,
+87211,"Open wound of auricle, ear, complicated",Open wound auricle-compl,
+87212,"Open wound of auditory canal, complicated",Open wnd aud canal-compl,
+87261,"Open wound of ear drum, without mention of complication",Open wound of ear drum,
+87262,"Open wound of ossicles, without mention of complication",Open wound of ossicles,
+87263,"Open wound of eustachian tube, without mention of complication",Open wnd eustachian tube,
+87264,"Open wound of cochlea, without mention of complication",Open wound of cochlea,
+87269,"Open wound of other and multiple sites of ear, without mention of complication",Open wound of ear NEC,
+87271,"Open wound of ear drum, complicated",Open wnd ear drum-compl,
+87272,"Open wound of ossicles, complicated",Open wnd ossicles-compl,
+87273,"Open wound of eustachian tube, complicated",Opn wnd eustach tb-compl,
+87274,"Open wound of cochlea, complicated",Open wound cochlea-compl,
+87279,"Open wound of other and multiple sites of ear, complicated",Open wound ear NEC-compl,
+8728,"Open wound of ear, part unspecified, without mention of complication",Open wound of ear NOS,
+8729,"Open wound of ear, part unspecified, complicated",Open wound ear NOS-compl,
+8730,"Open wound of scalp, without mention of complication",Open wound of scalp,
+8731,"Open wound of scalp, complicated",Open wound scalp-compl,
+87320,"Open wound of nose, unspecified site, without mention of complication",Open wound of nose NOS,
+87321,"Open wound of nasal septum, without mention of complication",Open wound nasal septum,
+87322,"Open wound of nasal cavity, without mention of complication",Open wound nasal cavity,
+87323,"Open wound of nasal sinus, without mention of complication",Open wound nasal sinus,
+87329,"Open wound of multiple sites of nose, without mention of complication",Mult open wound nose,
+87330,"Open wound of nose, unspecified site, complicated",Open wnd nose NOS-compl,
+87331,"Open wound of nasal septum, complicated",Opn wnd nas septum-compl,
+87332,"Open wound of nasal cavity, complicated",Open wnd nasal cav-compl,
+87333,"Open wound of nasal sinus, complicated",Open wnd nas sinus-compl,
+87339,"Open wound of multiple sites of nose, complicated",Mult open wnd nose-compl,
+87340,"Open wound of face, unspecified site, without mention of complication",Open wound of face NOS,
+87341,"Open wound of cheek, without mention of complication",Open wound of cheek,
+87342,"Open wound of forehead, without mention of complication",Open wound of forehead,
+87343,"Open wound of lip, without mention of complication",Open wound of lip,
+87344,"Open wound of jaw, without mention of complication",Open wound of jaw,
+87349,"Open wound of other and multiple sites of face, without mention of complication",Open wound of face NEC,
+87350,"Open wound of face, unspecified site, complicated",Open wnd face NOS-compl,
+87351,"Open wound of cheek, complicated",Open wound cheek-compl,
+87352,"Open wound of forehead, complicated",Open wnd forehead-compl,
+87353,"Open wound of lip, complicated",Open wound lip-complicat,
+87354,"Open wound of jaw, complicated",Open wound jaw-complicat,
+87359,"Open wound of other and multiple sites of face, complicated",Open wnd face NEC-compl,
+87360,"Open wound of mouth, unspecified site, without mention of complication",Open wound of mouth NOS,
+87361,"Open wound of buccal mucosa, without mention of complication",Open wound buccal mucosa,
+87362,"Open wound of gum (alveolar process), without mention of complication",Open wound of gum,
+87363,"Open wound of tooth (broken) (fractured) (due to trauma), without mention of complication",Broken tooth-uncomplic,
+87364,"Open wound of tongue and floor of mouth, without mention of complication",Opn wnd tongue/mouth flr,
+87365,"Open wound of palate, without mention of complication",Open wound of palate,
+87369,"Open wound of other and multiple sites of mouth, without mention of complication",Open wound mouth NEC,
+87370,"Open wound of mouth, unspecified site, complicated",Open wnd mouth NOS-compl,
+87371,"Open wound of buccal mucosa, complicated",Opn wnd buc mucosa-compl,
+87372,"Open wound of gum (alveolar process), complicated",Open wound gum-compl,
+87373,"Open wound of tooth (broken) (fractured) (due to trauma), complicated",Broken tooth-complicated,
+87374,"Open wound of tongue and floor of mouth, complicated",Open wound tongue-compl,
+87375,"Open wound of palate, complicated",Open wound palate-compl,
+87379,"Open wound of other and multiple sites of mouth, complicated",Open wnd mouth NOS-compl,
+8738,Other and unspecified open wound of head without mention of complication,Open wound of head NEC,
+8739,"Other and unspecified open wound of head, complicated",Open wnd head NEC-compl,
+87400,"Open wound of larynx with trachea, without mention of complication",Opn wnd larynx w trachea,
+87401,"Open wound of larynx, without mention of complication",Open wound of larynx,
+87402,"Open wound of trachea, without mention of complication",Open wound of trachea,
+87410,"Open wound of larynx with trachea, complicated",Opn wnd lary w trac-comp,
+87411,"Open wound of larynx, complicated",Open wound larynx-compl,
+87412,"Open wound of trachea, complicated",Open wound trachea-compl,
+8742,"Open wound of thyroid gland, without mention of complication",Open wound thyroid gland,
+8743,"Open wound of thyroid gland, complicated",Open wound thyroid-compl,
+8744,"Open wound of pharynx, without mention of complication",Open wound of pharynx,
+8745,"Open wound of pharynx, complicated",Open wound pharynx-compl,
+8748,"Open wound of other and unspecified parts of neck, without mention of complication",Open wound of neck NEC,
+8749,"Open wound of other and unspecified parts of neck, complicated",Opn wound neck NEC-compl,
+8750,"Open wound of chest (wall), without mention of complication",Open wound of chest,
+8751,"Open wound of chest (wall), complicated",Open wound chest-compl,
+8760,"Open wound of back, without mention of complication",Open wound of back,
+8761,"Open wound of back, complicated",Open wound back-compl,
+8770,"Open wound of buttock, without mention of complication",Open wound of buttock,
+8771,"Open wound of buttock, complicated",Open wound buttock-compl,
+8780,"Open wound of penis, without mention of complication",Open wound of penis,
+8781,"Open wound of penis, complicated",Open wound penis-compl,
+8782,"Open wound of scrotum and testes, without mention of complication",Opn wound scrotum/testes,
+8783,"Open wound of scrotum and testes, complicated",Opn wnd scrot/test-compl,
+8784,"Open wound of vulva, without mention of complication",Open wound of vulva,
+8785,"Open wound of vulva, complicated",Open wound vulva-compl,
+8786,"Open wound of vagina, without mention of complication",Open wound of vagina,
+8787,"Open wound of vagina, complicated",Open wound vagina-compl,
+8788,"Open wound of other and unspecified parts of genital organs (external), without mention of complication",Open wound genital NEC,
+8789,"Open wound of other and unspecified parts of genital organs (external), complicated",Opn wnd genital NEC-comp,
+8790,"Open wound of breast, without mention of complication",Open wound of breast,
+8791,"Open wound of breast, complicated",Open wound breast-compl,
+8792,"Open wound of abdominal wall, anterior, without mention of complication",Opn wnd anterior abdomen,
+8793,"Open wound of abdominal wall, anterior, complicated",Opn wnd ant abdomen-comp,
+8794,"Open wound of abdominal wall, lateral, without mention of complication",Opn wnd lateral abdomen,
+8795,"Open wound of abdominal wall, lateral, complicated",Opn wnd lat abdomen-comp,
+8796,"Open wound of other and unspecified parts of trunk, without mention of complication",Open wound of trunk NEC,
+8797,"Open wound of other and unspecified parts of trunk, complicated",Open wnd trunk NEC-compl,
+8798,"Open wound(s) (multiple) of unspecified site(s), without mention of complication",Open wound site NOS,
+8799,"Open wound(s) (multiple) of unspecified site(s), complicated",Opn wound site NOS-compl,
+88000,"Open wound of shoulder region, without mention of complication",Open wound of shoulder,
+88001,"Open wound of scapular region, without mention of complication",Open wound of scapula,
+88002,"Open wound of axillary region, without mention of complication",Open wound of axilla,
+88003,"Open wound of upper arm, without mention of complication",Open wound of upper arm,
+88009,"Open wound of multiple sites of shoulder and upper arm, without mention of complication",Mult open wound shoulder,
+88010,"Open wound of shoulder region, complicated",Open wnd shoulder-compl,
+88011,"Open wound of scapular region, complicated",Open wound scapula-compl,
+88012,"Open wound of axillary region, complicated",Open wound axilla-compl,
+88013,"Open wound of upper arm, complicated",Open wnd upper arm-compl,
+88019,"Open wound of multiple sites of shoulder and upper arm, complicated",Mult opn wnd should-comp,
+88020,"Open wound of shoulder region, with tendon involvement",Opn wnd shouldr w tendon,
+88021,"Open wound of scapular region, with tendon involvement",Opn wnd scapula w tendon,
+88022,"Open wound of axillary region, with tendon involvement",Open wnd axilla w tendon,
+88023,"Open wound of upper arm, with tendon involvement",Open wnd up arm w tendon,
+88029,"Open wound of multiple sites of shoulder and upper arm, with tendon involvement",Mlt opn wnd shldr w tend,
+88100,"Open wound of forearm, without mention of complication",Open wound of forearm,
+88101,"Open wound of elbow, without mention of complication",Open wound of elbow,
+88102,"Open wound of wrist, without mention of complication",Open wound of wrist,
+88110,"Open wound of forearm, complicated",Open wound forearm-compl,
+88111,"Open wound of elbow, complicated",Open wound elbow-complic,
+88112,"Open wound of wrist, complicated",Open wound wrist-complic,
+88120,"Open wound of forearm, with tendon involvement",Open wnd forearm w tendn,
+88121,"Open wound of elbow, with tendon involvement",Opn wound elbow w tendon,
+88122,"Open wound of wrist, with tendon involvement",Opn wound wrist w tendon,
+8820,"Open wound of hand except finger(s) alone, without mention of complication",Open wound of hand,
+8821,"Open wound of hand except finger(s) alone, complicated",Opn wound hand-complicat,
+8822,"Open wound of hand except finger(s) alone, with tendon involvement",Open wound hand w tendon,
+8830,"Open wound of finger(s), without mention of complication",Open wound of finger,
+8831,"Open wound of finger(s), complicated",Open wound finger-compl,
+8832,"Open wound of finger(s), with tendon involvement",Open wnd finger w tendon,
+8840,"Multiple and unspecified open wound of upper limb, without mention of complication",Open wound arm mult/NOS,
+8841,"Multiple and unspecified open wound of upper limb, complicated",Open wound arm NOS-compl,
+8842,"Multiple and unspecified open wound of upper limb, with tendon involvement",Opn wnd arm NOS w tendon,
+8850,"Traumatic amputation of thumb (complete)(partial), without mention of complication",Amputation thumb,
+8851,"Traumatic amputation of thumb (complete)(partial), complicated",Amputation thumb-compl,
+8860,"Traumatic amputation of other finger(s) (complete) (partial), without mention of complication",Amputation finger,
+8861,"Traumatic amputation of other finger(s) (complete) (partial), complicated",Amputation finger-compl,
+8870,"Traumatic amputation of arm and hand (complete) (partial), unilateral, below elbow, without mention of complication","Amput below elb, unilat",
+8871,"Traumatic amputation of arm and hand (complete) (partial), unilateral, below elbow, complicated","Amp below elb, unil-comp",
+8872,"Traumatic amputation of arm and hand (complete) (partial), unilateral, at or above elbow, without mention of complication","Amput abv elbow, unilat",
+8873,"Traumatic amputation of arm and hand (complete) (partial), unilateral, at or above elbow, complicated","Amput abv elb, unil-comp",
+8874,"Traumatic amputation of arm and hand (complete) (partial), unilateral, level not specified, without mention of complication","Amputat arm, unilat NOS",
+8875,"Traumatic amputation of arm and hand (complete) (partial), unilateral, level not specified, complicated","Amput arm, unil NOS-comp",
+8876,"Traumatic amputation of arm and hand (complete) (partial), bilateral [any level], without mention of complication","Amputation arm, bilat",
+8877,"Traumatic amputation of arm and hand (complete) (partial), bilateral [any level], complicated","Amputat arm, bilat-compl",
+8900,"Open wound of hip and thigh, without mention of complication",Open wound of hip/thigh,
+8901,"Open wound of hip and thigh, complicated",Open wnd hip/thigh-compl,
+8902,"Open wound of hip and thigh, with tendon involvement",Opn wnd hip/thigh w tend,
+8910,"Open wound of knee, leg [except thigh], and ankle, without mention of complication",Open wnd knee/leg/ankle,
+8911,"Open wound of knee, leg [except thigh], and ankle, complicated",Open wnd knee/leg-compl,
+8912,"Open wound of knee, leg [except thigh], and ankle, with tendon involvement",Opn wnd knee/leg w tendn,
+8920,"Open wound of foot except toe(s) alone, without mention of complication",Open wound of foot,
+8921,"Open wound of foot except toe(s) alone, complicated",Open wound foot-compl,
+8922,"Open wound of foot except toe(s) alone, with tendon involvement",Open wound foot w tendon,
+8930,"Open wound of toe(s), without mention of complication",Open wound of toe,
+8931,"Open wound of toe(s), complicated",Open wound toe-compl,
+8932,"Open wound of toe(s), with tendon involvement",Open wound toe w tendon,
+8940,"Multiple and unspecified open wound of lower limb, without mention of complication",Open wound of leg NEC,
+8941,"Multiple and unspecified open wound of lower limb, complicated",Open wound leg NEC-compl,
+8942,"Multiple and unspecified open wound of lower limb, with tendon involvement",Opn wnd leg NEC w tendon,
+8950,"Traumatic amputation of toe(s) (complete) (partial), without mention of complication",Amputation toe,
+8951,"Traumatic amputation of toe(s) (complete) (partial), complicated",Amputation toe-complicat,
+8960,"Traumatic amputation of foot (complete) (partial), unilateral, without mention of complication","Amputation foot, unilat",
+8961,"Traumatic amputation of foot (complete) (partial), unilateral, complicated","Amput foot, unilat-compl",
+8962,"Traumatic amputation of foot (complete) (partial), bilateral, without mention of complication","Amputation foot, bilat",
+8963,"Traumatic amputation of foot (complete) (partial), bilateral, complicated","Amputat foot, bilat-comp",
+8970,"Traumatic amputation of leg(s) (complete) (partial), unilateral, below knee, without mention of complication","Amput below knee, unilat",
+8971,"Traumatic amputation of leg(s) (complete) (partial), unilateral, below knee, complicated","Amputat bk, unilat-compl",
+8972,"Traumatic amputation of leg(s) (complete) (partial), unilateral, at or above knee, without mention of complication","Amput above knee, unilat",
+8973,"Traumatic amputation of leg(s) (complete) (partial), unilateral, at or above knee, complicated","Amput abv kn, unil-compl",
+8974,"Traumatic amputation of leg(s) (complete) (partial), unilateral, level not specified, without mention of complication","Amputat leg, unilat NOS",
+8975,"Traumatic amputation of leg(s) (complete) (partial), unilateral, level not specified, complicated","Amput leg, unil NOS-comp",
+8976,"Traumatic amputation of leg(s) (complete) (partial), bilateral [any level]), without mention of complication","Amputation leg, bilat",
+8977,"Traumatic amputation of leg(s) (complete) (partial), bilateral [any level], complicated","Amputat leg, bilat-compl",
+90000,"Injury to carotid artery, unspecified",Injur carotid artery NOS,
+90001,Injury to common carotid artery,Inj common carotid arter,
+90002,Injury to external carotid artery,Inj external carotid art,
+90003,Injury to internal carotid artery,Inj internal carotid art,
+9001,Injury to internal jugular vein,Inj internl jugular vein,
+90081,Injury to external jugular vein,Inj extern jugular vein,
+90082,Injury to multiple blood vessels of head and neck,Inj mlt head/neck vessel,
+90089,Injury to other specified blood vessels of head and neck,Inj head/neck vessel NEC,
+9009,Injury to unspecified blood vessel of head and neck,Inj head/neck vessel NOS,
+9010,Injury to thoracic aorta,Injury thoracic aorta,
+9011,Injury to innominate and subclavian arteries,Inj innomin/subclav art,
+9012,Injury to superior vena cava,Inj superior vena cava,
+9013,Injury to innominate and subclavian veins,Inj innomin/subclav vein,
+90140,"Injury to pulmonary vessel(s), unspecified",Inj pulmonary vessel NOS,
+90141,Injury to pulmonary artery,Injury pulmonary artery,
+90142,Injury to pulmonary vein,Injury pulmonary vein,
+90181,Injury to intercostal artery or vein,Inj intercostal art/vein,
+90182,Injury to internal mammary artery or vein,Inj int mammary art/vein,
+90183,Injury to multiple blood vessels of thorax,Inj mult thoracic vessel,
+90189,Injury to other specified blood vessels of thorax,Inj thoracic vessel NEC,
+9019,Injury to unspecified blood vessel of thorax,Inj thoracic vessel NOS,
+9020,Injury to abdominal aorta,Injury abdominal aorta,
+90210,"Injury to inferior vena cava, unspecified",Inj infer vena cava NOS,
+90211,Injury to hepatic veins,Injury hepatic veins,
+90219,"Injury to inferior vena cava, other",Inj infer vena cava NEC,
+90220,"Injury to celiac and mesenteric arteries, unspecified",Inj celiac/mesen art NOS,
+90221,Injury to gastric artery,Injury gastric artery,
+90222,Injury to hepatic artery,Injury hepatic artery,
+90223,Injury to splenic artery,Injury splenic artery,
+90224,Injury to other specified branches of celiac axis,Injury celiac axis NEC,
+90225,Injury to superior mesenteric artery (trunk),Inj super mesenteric art,
+90226,Injury to primary branches of superior mesenteric artery,Inj brnch sup mesent art,
+90227,Injury to inferior mesenteric artery,Inj infer mesenteric art,
+90229,"Injury to celiac and mesenteric arteries, other",Inj mesenteric vess NEC,
+90231,Injury to superior mesenteric vein and primary subdivisions,Inj superior mesent vein,
+90232,Injury to inferior mesenteric vein,Inj inferior mesent vein,
+90233,Injury to portal vein,Injury portal vein,
+90234,Injury to splenic vein,Injury splenic vein,
+90239,"Injury to portal and splenic veins, other",Inj port/splen vess NEC,
+90240,"Injury to renal vessel(s), unspecified",Injury renal vessel NOS,
+90241,Injury to renal artery,Injury renal artery,
+90242,Injury to renal vein,Injury renal vein,
+90249,"Injury to renal blood vessels, other",Injury renal vessel NEC,
+90250,"Injury to iliac vessel(s), unspecified",Injury iliac vessel NOS,
+90251,Injury to hypogastric artery,Inj hypogastric artery,
+90252,Injury to hypogastric vein,Injury hypogastric vein,
+90253,Injury to iliac artery,Injury iliac artery,
+90254,Injury to iliac vein,Injury iliac vein,
+90255,Injury to uterine artery,Injury uterine artery,
+90256,Injury to uterine vein,Injury uterine vein,
+90259,"Injury to iliac blood vessels, other",Injury iliac vessel NEC,
+90281,Injury to ovarian artery,Injury ovarian artery,
+90282,Injury to ovarian vein,Injury ovarian vein,
+90287,Injury to multiple blood vessels of abdomen and pelvis,Inj mult abd/pelv vessel,
+90289,Injury to other specified blood vessels of abdomen and pelvis,Inj abdominal vessel NEC,
+9029,Injury to unspecified blood vessel of abdomen and pelvis,Inj abdominal vessel NOS,
+90300,"Injury to axillary vessel(s), unspecified",Inj axillary vessel NOS,
+90301,Injury to axillary artery,Injury axillary artery,
+90302,Injury to axillary vein,Injury axillary vein,
+9031,Injury to brachial blood vessels,Injury brachial vessels,
+9032,Injury to radial blood vessels,Injury radial vessels,
+9033,Injury to ulnar blood vessels,Injury ulnar vessels,
+9034,Injury to palmar artery,Injury palmar artery,
+9035,Injury to digital blood vessels,Injury finger vessels,
+9038,Injury to other specified blood vessels of upper extremity,Injury arm vessels NEC,
+9039,Injury to unspecified blood vessel of upper extremity,Injury arm vessel NOS,
+9040,Injury to common femoral artery,Inj common femoral arter,
+9041,Injury to superficial femoral artery,Inj superfic femoral art,
+9042,Injury to femoral veins,Injury femoral vein,
+9043,Injury to saphenous veins,Injury saphenous vein,
+90440,"Injury to popliteal vessel(s), unspecified",Inj popliteal vessel NOS,
+90441,Injury to popliteal artery,Injury popliteal artery,
+90442,Injury to popliteal vein,Injury popliteal vein,
+90450,"Injury to tibial vessel(s), unspecified",Injury tibial vessel NOS,
+90451,Injury to anterior tibial artery,Inj anter tibial artery,
+90452,Injury to anterior tibial vein,Inj anterior tibial vein,
+90453,Injury to posterior tibial artery,Inj post tibial artery,
+90454,Injury to posterior tibial vein,Inj post tibial vein,
+9046,Injury to deep plantar blood vessels,Inj deep plantar vessel,
+9047,Injury to other specified blood vessels of lower extremity,Injury leg vessels NEC,
+9048,Injury to unspecified blood vessel of lower extremity,Injury leg vessel NOS,
+9049,Injury to blood vessels of unspecified site,Blood vessel injury NOS,
+9050,Late effect of fracture of skull and face bones,Late effec skull/face fx,
+9051,Late effect of fracture of spine and trunk without mention of spinal cord lesion,Late eff spine/trunk fx,
+9052,Late effect of fracture of upper extremities,Late effect arm fx,
+9053,Late effect of fracture of neck of femur,Late eff femoral neck fx,
+9054,Late effect of fracture of lower extremities,Late effect leg fx,
+9055,Late effect of fracture of multiple and unspecified bones,Late effect fracture NEC,
+9056,Late effect of dislocation,Late effect dislocation,
+9057,Late effect of sprain and strain without mention of tendon injury,Late effec sprain/strain,
+9058,Late effect of tendon injury,Late effec tendon injury,
+9059,Late effect of traumatic amputation,Late eff traumat amputat,
+9060,"Late effect of open wound of head, neck, and trunk",Lt eff opn wnd head/trnk,
+9061,Late effect of open wound of extremities without mention of tendon injury,Late eff open wnd extrem,
+9062,Late effect of superficial injury,Late eff superficial inj,
+9063,Late effect of contusion,Late effect of contusion,
+9064,Late effect of crushing,Late effect of crushing,
+9065,"Late effect of burn of eye, face, head, and neck",Late eff head/neck burn,
+9066,Late effect of burn of wrist and hand,Late eff wrist/hand burn,
+9067,Late effect of burn of other extremities,Late eff burn extrem NEC,
+9068,Late effect of burns of other specified sites,Late effect of burns NEC,
+9069,Late effect of burn of unspecified site,Late effect of burn NOS,
+9070,Late effect of intracranial injury without mention of skull fracture,Lt eff intracranial inj,
+9071,Late effect of injury to cranial nerve,Late eff cran nerve inj,
+9072,Late effect of spinal cord injury,Late eff spinal cord inj,
+9073,"Late effect of injury to nerve root(s), spinal plexus(es), and other nerves of trunk",Lt eff nerv inj trnk NEC,
+9074,Late effect of injury to peripheral nerve of shoulder girdle and upper limb,Lt eff nerv inj shld/arm,
+9075,Late effect of injury to peripheral nerve of pelvic girdle and lower limb,Lt eff nerv inj pelv/leg,
+9079,Late effect of injury to other and unspecified nerve,Late eff nerve inj NEC,
+9080,Late effect of internal injury to chest,Late eff int injur chest,
+9081,Late effect of internal injury to intra-abdominal organs,Late eff int inj abdomen,
+9082,Late effect of internal injury to other internal organs,Late eff int injury NEC,
+9083,"Late effect of injury to blood vessel of head, neck, and extremities",Late eff inj periph vess,
+9084,"Late effect of injury to blood vessel of thorax, abdomen, and pelvis",Lt eff inj thor/abd vess,
+9085,Late effect of foreign body in orifice,Late eff FB in orifice,
+9086,Late effect of certain complications of trauma,Late eff complic trauma,
+9089,Late effect of unspecified injury,Late effect injury NOS,
+9090,"Late effect of poisoning due to drug, medicinal or biological substance",Late eff drug poisoning,
+9091,Late effect of toxic effects of nonmedical substances,Late eff nonmed substanc,
+9092,Late effect of radiation,Late effect of radiation,
+9093,Late effect of complications of surgical and medical care,Late eff surg/med compl,
+9094,Late effect of certain other external causes,Late eff cert ext cause,
+9095,"Late effect of adverse effect of drug, medicinal or biological substance",Lte efct advrs efct drug,
+9099,Late effect of other and unspecified external causes,Late eff exter cause NEC,
+9100,"Abrasion or friction burn of face, neck, and scalp except eye, without mention of infection",Abrasion head,
+9101,"Abrasion or friction burn of face, neck, and scalp except eye, infected",Abrasion head-infected,
+9102,"Blister of face, neck, and scalp except eye, without mention of infection",Blister head,
+9103,"Blister of face, neck, and scalp except eye, infected",Blister head-infected,
+9104,"Insect bite, nonvenomous of face, neck, and scalp except eye, without mention of infection",Insect bite head,
+9105,"Insect bite, nonvenomous of face, neck, and scalp except eye, infected",Insect bite head-infect,
+9106,"Superficial foreign body (splinter) of face, neck, and scalp except eye, without major open wound and without mention of infection",Foreign body head,
+9107,"Superficial foreign body (splinter) of face, neck, and scalp except eye, without major open wound, infected",Foreign body head-infect,
+9108,"Other and unspecified superficial injury of face, neck, and scalp, without mention of infection",Superfic inj head NEC,
+9109,"Other and unspecified superficial injury of face, neck, and scalp, infected",Superf inj head NEC-inf,
+9110,"Abrasion or friction burn of trunk, without mention of infection",Abrasion trunk,
+9111,"Abrasion or friction burn of trunk, infected",Abrasion trunk-infected,
+9112,"Blister of trunk, without mention of infection",Blister trunk,
+9113,"Blister of trunk, infected",Blister trunk-infected,
+9114,"Insect bite, nonvenomous of trunk, without mention of infection",Insect bite trunk,
+9115,"Insect bite, nonvenomous of trunk, infected",Insect bite trunk-infec,
+9116,"Superficial foreign body (splinter) of trunk, without major open wound and without mention of infection",Foreign body trunk,
+9117,"Superficial foreign body (splinter) of trunk, without major open wound, infected",Foreign body trunk-infec,
+9118,"Other and unspecified superficial injury of trunk, without mention of infection",Superfic inj trunk NEC,
+9119,"Other and unspecified superficial injury of trunk, infected",Superf inj trnk NEC-inf,
+9120,"Abrasion or friction burn of shoulder and upper arm, without mention of infection",Abrasion shoulder/arm,
+9121,"Abrasion or friction burn of shoulder and upper arm, infected",Abrasion shldr/arm-infec,
+9122,"Blister of shoulder and upper arm, without mention of infection",Blister shoulder & arm,
+9123,"Blister of shoulder and upper arm, infected",Blister shoulder/arm-inf,
+9124,"Insect bite, nonvenomous of shoulder and upper arm, without mention of infection",Insect bite shoulder/arm,
+9125,"Insect bite, nonvenomous of shoulder and upper arm, infected",Insect bite shld/arm-inf,
+9126,"Superficial foreign body (splinter) of shoulder and upper arm, without major open wound and without mention of infection",Foreign body shouldr/arm,
+9127,"Superficial foreign body (splinter) of shoulder and upper arm, without major open wound, infected",FB shoulder/arm-infect,
+9128,"Other and unspecified superficial injury of shoulder and upper arm, without mention of infection",Superf inj shldr/arm NEC,
+9129,"Other and unspecified superficial injury of shoulder and upper arm, infected",Superf inj shldr NEC-inf,
+9130,"Abrasion or friction burn of elbow, forearm, and wrist, without mention of infection",Abrasion forearm,
+9131,"Abrasion or friction burn of elbow, forearm, and wrist, infected",Abrasion forearm-infect,
+9132,"Blister of elbow, forearm, and wrist, without mention of infection",Blister forearm,
+9133,"Blister of elbow, forearm, and wrist, infected",Blister forearm-infected,
+9134,"Insect bite, nonvenomous of elbow, forearm, and wrist, without mention of infection",Insect bite forearm,
+9135,"Insect bite, nonvenomous, of elbow, forearm, and wrist, infected",Insect bite forearm-inf,
+9136,"Superficial foreign body (splinter) of elbow, forearm, and wrist, without major open wound and without mention of infection",Foreign body forearm,
+9137,"Superficial foreign body (splinter) of elbow, forearm, and wrist, without major open wound, infected",Foreign body forearm-inf,
+9138,"Other and unspecified superficial injury of elbow, forearm, and wrist, without mention of infection",Superf inj forearm NEC,
+9139,"Other and unspecified superficial injury of elbow, forearm, and wrist, infected",Suprf inj forarm NEC-inf,
+9140,"Abrasion or friction burn of hand(s) except finger(s) alone, without mention of infection",Abrasion hand,
+9141,"Abrasion or friction burn of hand(s) except finger(s) alone, infected",Abrasion hand-infected,
+9142,"Blister of hand(s) except finger(s) alone, without mention of infection",Blister hand,
+9143,"Blister of hand(s) except finger(s) alone, infected",Blister hand-infected,
+9144,"Insect bite, nonvenomous, of hand(s) except finger(s) alone, without mention of infection",Insect bite hand,
+9145,"Insect bite, nonvenomous, of hand(s) except finger(s) alone, infected",Insect bite hand-infect,
+9146,"Superficial foreign body (splinter) of hand(s) except finger(s) alone, without major open wound and without mention of infection",Foreign body hand,
+9147,"Superficial foreign body (splinter) of hand(s) except finger(s) alone, without major open wound, infected",Foreign body hand-infect,
+9148,"Other and unspecified superficial injury of hand(s) except finger(s) alone, without mention of infection",Superficial inj hand NEC,
+9149,"Other and unspecified superficial injury of hand(s) except finger(s) alone, infected",Superf inj hand NEC-inf,
+9150,"Abrasion or friction burn of finger(s), without mention of infection",Abrasion finger,
+9151,"Abrasion or friction burn of finger(s), infected",Abrasion finger-infected,
+9152,"Blister of finger(s), without mention of infection",Blister finger,
+9153,"Blister of finger(s), infected",Blister finger-infected,
+9154,"Insect bite, nonvenomous, of finger(s), without mention of infection",Insect bite finger,
+9155,"Insect bite, nonvenomous of finger(s), infected",Insect bite finger-infec,
+9156,"Superficial foreign body (splinter) of finger(s), without major open wound and without mention of infection",Foreign body finger,
+9157,"Superficial foreign body (splinter) of finger(s), without major open wound, infected",Foreign body finger-inf,
+9158,Other and unspecified superficial injury of fingers without mention of infection,Superfic inj finger-NEC,
+9159,"Other and unspecified superficial injury of fingers, infected",Suprf inj finger NEC-inf,
+9160,"Abrasion or friction burn of hip, thigh, leg, and ankle, without mention of infection",Abrasion hip & leg,
+9161,"Abrasion or friction burn of hip, thigh, leg, and ankle, infected",Abrasion hip/leg-infect,
+9162,"Blister of hip, thigh, leg, and ankle, without mention of infection",Blister hip & leg,
+9163,"Blister of hip, thigh, leg, and ankle, infected",Blister hip & leg-infect,
+9164,"Insect bite, nonvenomous, of hip, thigh, leg, and ankle, without mention of infection",Insect bite hip & leg,
+9165,"Insect bite, nonvenomous of hip, thigh, leg, and ankle, infected",Insect bite hip/leg-inf,
+9166,"Superficial foreign body (splinter) of hip, thigh, leg, and ankle, without major open wound and without mention of infection",Foreign body hip/leg,
+9167,"Superficial foreign body (splinter) of hip, thigh, leg, and ankle, without major open wound, infected",Foreign bdy hip/leg-inf,
+9168,"Other and unspecified superficial injury of hip, thigh, leg, and ankle, without mention of infection",Superfic inj hip/leg NEC,
+9169,"Other and unspecified superficial injury of hip, thigh, leg, and ankle, infected",Superf inj leg NEC-infec,
+9170,"Abrasion or friction burn of foot and toe(s), without mention of infection",Abrasion foot & toe,
+9171,"Abrasion or friction burn of foot and toe(s), infected",Abrasion foot/toe-infec,
+9172,"Blister of foot and toe(s), without mention of infection",Blister foot & toe,
+9173,"Blister of foot and toe(s), infected",Blister foot & toe-infec,
+9174,"Insect bite, nonvenomous, of foot and toe(s), without mention of infection",Insect bite foot/toe,
+9175,"Insect bite, nonvenomous, of foot and toe(s), infected",Insect bite foot/toe-inf,
+9176,"Superficial foreign body (splinter) of foot and toe(s), without major open wound and without mention of infection",Foreign body foot & toe,
+9177,"Superficial foreign body (splinter) of foot and toe(s), without major open wound, infected",Foreign bdy foot/toe-inf,
+9178,"Other and unspecified superficial injury of foot and toes, without mention of infection",Superf inj foot/toe NEC,
+9179,"Other and unspecified superficial injury of foot and toes, infected",Superf inj foot NEC-inf,
+9180,Superficial injury of eyelids and periocular area,Superfic inj periocular,
+9181,Superficial injury of cornea,Superficial inj cornea,
+9182,Superficial injury of conjunctiva,Superfic inj conjunctiva,
+9189,Other and unspecified superficial injuries of eye,Superficial inj eye NEC,
+9190,"Abrasion or friction burn of other, multiple, and unspecified sites, without mention of infection",Abrasion NEC,
+9191,"Abrasion or friction burn of other, multiple, and unspecified sites, infected",Abrasion NEC-infected,
+9192,"Blister of other, multiple, and unspecified sites, without mention of infection",Blister NEC,
+9193,"Blister of other, multiple, and unspecified sites, infected",Blister NEC-infected,
+9194,"Insect bite, nonvenomous, of other, multiple, and unspecified sites, without mention of infection",Insect bite NEC,
+9195,"Insect bite, nonvenomous, of other, multiple, and unspecified sites, infected",Insect bite NEC-infected,
+9196,"Superficial foreign body (splinter) of other, multiple, and unspecified sites, without major open wound and without mention of infection",Superfic foreign bdy NEC,
+9197,"Superficial foreign body (splinter) of other, multiple, and unspecified sites, without major open wound, infected",Superficial FB NEC-infec,
+9198,"Other and unspecified superficial injury of other, multiple, and unspecified sites, without mention of infection",Superficial injury NEC,
+9199,"Other and unspecified superficial injury of other, multiple, and unspecified sites, infected",Superfic inj NEC-infect,
+920,"Contusion of face, scalp, and neck except eye(s)",Contusion face/scalp/nck,
+9210,"Black eye, not otherwise specified",Black eye NOS,
+9211,Contusion of eyelids and periocular area,Contusion periocular,
+9212,Contusion of orbital tissues,Contusion orbital tissue,
+9213,Contusion of eyeball,Contusion of eyeball,
+9219,Unspecified contusion of eye,Contusion of eye NOS,
+9220,Contusion of breast,Contusion of breast,
+9221,Contusion of chest wall,Contusion of chest wall,
+9222,Contusion of abdominal wall,Contusion abdominal wall,
+92231,Contusion of back,Back contusion,
+92232,Contusion of buttock,Buttock contusion,
+92233,Contusion of interscapular region,Interscplr reg contusion,
+9224,Contusion of genital organs,Contusion genital organs,
+9228,Contusion of multiple sites of trunk,Multiple contusion trunk,
+9229,Contusion of unspecified part of trunk,Contusion trunk NOS,
+92300,Contusion of shoulder region,Contusion shoulder reg,
+92301,Contusion of scapular region,Contusion scapul region,
+92302,Contusion of axillary region,Contusion axillary reg,
+92303,Contusion of upper arm,Contusion of upper arm,
+92309,Contusion of multiple sites of shoulder and upper arm,Contusion shoulder & arm,
+92310,Contusion of forearm,Contusion of forearm,
+92311,Contusion of elbow,Contusion of elbow,
+92320,Contusion of hand(s),Contusion of hand(s),
+92321,Contusion of wrist,Contusion of wrist,
+9233,Contusion of finger,Contusion of finger,
+9238,Contusion of multiple sites of upper limb,Multiple contusion arm,
+9239,Contusion of unspecified part of upper limb,Contusion upper limb NOS,
+92400,Contusion of thigh,Contusion of thigh,
+92401,Contusion of hip,Contusion of hip,
+92410,Contusion of lower leg,Contusion of lower leg,
+92411,Contusion of knee,Contusion of knee,
+92420,Contusion of foot,Contusion of foot,
+92421,Contusion of ankle,Contusion of ankle,
+9243,Contusion of toe,Contusion of toe,
+9244,Contusion of multiple sites of lower limb,Multiple contusion leg,
+9245,Contusion of unspecified part of lower limb,Contusion leg NOS,
+9248,"Contusion of multiple sites, not elsewhere classified",Multiple contusions NEC,
+9249,Contusion of unspecified site,Contusion NOS,
+9251,Crushing injury of face and scalp,Crush inj face scalp,
+9252,Crushing injury of neck,Crush inj neck,
+9260,Crushing injury of external genitalia,Crush inj ext genitalia,
+92611,Crushing injury of back,Crushing injury back,
+92612,Crushing injury of buttock,Crushing injury buttock,
+92619,Crushing injury of other specified sites of trunk,Crushing inj trunk NEC,
+9268,Crushing injury of multiple sites of trunk,Mult crushing inj trunk,
+9269,Crushing injury of unspecified site of trunk,Crushing inj trunk NOS,
+92700,Crushing injury of shoulder region,Crush inj shoulder reg,
+92701,Crushing injury of scapular region,Crush inj scapul region,
+92702,Crushing injury of axillary region,Crush inj axillary reg,
+92703,Crushing injury of upper arm,Crushing inj upper arm,
+92709,Crushing injury of multiple sites of upper arm,Crush inj shoulder & arm,
+92710,Crushing injury of forearm,Crushing injury forearm,
+92711,Crushing injury of elbow,Crushing injury elbow,
+92720,Crushing injury of hand(s),Crushing injury of hand,
+92721,Crushing injury of wrist,Crushing injury of wrist,
+9273,Crushing injury of finger(s),Crushing injury finger,
+9278,Crushing injury of multiple sites of upper limb,Mult crushing injury arm,
+9279,Crushing injury of unspecified site of upper limb,Crushing injury arm NOS,
+92800,Crushing injury of thigh,Crushing injury thigh,
+92801,Crushing injury of hip,Crushing injury hip,
+92810,Crushing injury of lower leg,Crushing inj lower leg,
+92811,Crushing injury of knee,Crushing injury knee,
+92820,Crushing injury of foot,Crushing injury foot,
+92821,Crushing injury of ankle,Crushing injury ankle,
+9283,Crushing injury of toe(s),Crushing injury toe,
+9288,Crushing injury of multiple sites of lower limb,Mult crushing injury leg,
+9289,Crushing injury of unspecified site of lower limb,Crushing injury leg NOS,
+9290,"Crushing injury of multiple sites, not elsewhere classified",Crush inj mult site NEC,
+9299,Crushing injury of unspecified site,Crushing injury NOS,
+9300,Corneal foreign body,Corneal foreign body,
+9301,Foreign body in conjunctival sac,FB in conjunctival sac,
+9302,Foreign body in lacrimal punctum,FB in lacrimal punctum,
+9308,Foreign body in other and combined sites on external eye,Foreign bdy ext eye NEC,
+9309,Foreign body in unspecified site on external eye,Foreign bdy ext eye NOS,
+931,Foreign body in ear,Foreign body in ear,
+932,Foreign body in nose,Foreign body in nose,
+9330,Foreign body in pharynx,Foreign body in pharynx,
+9331,Foreign body in larynx,Foreign body in larynx,
+9340,Foreign body in trachea,Foreign body in trachea,
+9341,Foreign body in main bronchus,Foreign body bronchus,
+9348,Foreign body in other specified parts bronchus and lung,FB trach/bronch/lung NEC,
+9349,"Foreign body in respiratory tree, unspecified",FB respiratory tree NOS,
+9350,Foreign body in mouth,Foreign body in mouth,
+9351,Foreign body in esophagus,Foreign body esophagus,
+9352,Foreign body in stomach,Foreign body in stomach,
+936,Foreign body in intestine and colon,FB in intestine & colon,
+937,Foreign body in anus and rectum,Foreign body anus/rectum,
+938,"Foreign body in digestive system, unspecified",Foreign body GI NOS,
+9390,Foreign body in bladder and urethra,FB bladder & urethra,
+9391,"Foreign body in uterus, any part",Foreign body uterus,
+9392,Foreign body in vulva and vagina,Foreign bdy vulva/vagina,
+9393,Foreign body in penis,Foreign body penis,
+9399,Foreign body in unspecified site in genitourinary tract,Foreign bdy gu tract NOS,
+9400,Chemical burn of eyelids and periocular area,Chemical burn periocular,
+9401,Other burns of eyelids and periocular area,Burn periocular area NEC,
+9402,Alkaline chemical burn of cornea and conjunctival sac,Alkal burn cornea/conjun,
+9403,Acid chemical burn of cornea and conjunctival sac,Acid burn cornea/conjunc,
+9404,Other burn of cornea and conjunctival sac,Burn cornea/conjunct NEC,
+9405,Burn with resulting rupture and destruction of eyeball,Burn w eyeball destruct,
+9409,Unspecified burn of eye and adnexa,Burn eye & adnexa NOS,
+94100,"Burn of unspecified degree of face and head, unspecified site",Burn NOS head-unspec,
+94101,Burn of unspecified degree of ear [any part],Burn NOS ear,
+94102,"Burn of unspecified degree of eye (with other parts of face, head, and neck)",Burn NOS eye,
+94103,Burn of unspecified degree of lip(s),Burn NOS lip,
+94104,Burn of unspecified degree of chin,Burn NOS chin,
+94105,Burn of unspecified degree of nose (septum),Burn NOS nose,
+94106,Burn of unspecified degree of scalp [any part],Burn NOS scalp,
+94107,Burn of unspecified degree of forehead and cheek,Burn NOS face NEC,
+94108,Burn of unspecified degree of neck,Burn NOS neck,
+94109,"Burn of unspecified degree of multiple sites [except with eye] of face, head, and neck",Burn NOS head-mult,
+94110,"Erythema [first degree] of face and head, unspecified site",1st deg burn head NOS,
+94111,Erythema [first degree] of ear [any part],1st deg burn ear,
+94112,"Erythema [first degree] of eye (with other parts face, head, and neck)",1st deg burn eye,
+94113,Erythema [first degree] of lip(s),1st deg burn lip,
+94114,Erythema [first degree] of chin,1st deg burn chin,
+94115,Erythema [first degree] of nose (septum),1st deg burn nose,
+94116,Erythema [first degree] of scalp [any part],1st deg burn scalp,
+94117,Erythema [first degree] of forehead and cheek,1st deg burn face NEC,
+94118,Erythema [first degree] of neck,1st deg burn neck,
+94119,"Erythema [first degree] of multiple sites [except with eye] of face, head, and neck",1st deg burn head-mult,
+94120,"Blisters, epidermal loss [second degree] of face and head, unspecified site",2nd deg burn head NOS,
+94121,"Blisters, epidermal loss [second degree] of ear [any part]",2nd deg burn ear,
+94122,"Blisters, epidermal loss [second degree] of eye (with other parts of face, head, and neck)",2nd deg burn eye,
+94123,"Blisters, epidermal loss [second degree] of lip(s)",2nd deg burn lip,
+94124,"Blisters, epidermal loss [second degree] of chin",2nd deg burn chin,
+94125,"Blisters, epidermal loss [second degree] of nose (septum)",2nd deg burn nose,
+94126,"Blisters, epidermal loss [second degree] of scalp [any part]",2nd deg burn scalp,
+94127,"Blisters, epidermal loss [second degree] of forehead and cheek",2nd deg burn face NEC,
+94128,"Blisters, epidermal loss [second degree] of neck",2nd deg burn neck,
+94129,"Blisters, epidermal loss [second degree] of multiple sites [except with eye] of face, head, and neck",2nd deg burn head-mult,
+94130,"Full-thickness skin loss [third degree, not otherwise specified] of face and head, unspecified site",3rd deg burn head NOS,
+94131,"Full-thickness skin loss [third degree, not otherwise specified] of ear [any part]",3rd deg burn ear,
+94132,"Full-thickness skin loss [third degree, not otherwise specified] of eye (with other parts of face, head, and neck)",3rd deg burn eye,
+94133,"Full-thickness skin loss [third degree, not otherwise specified] of lip(s)",3rd deg burn lip,
+94134,"Full-thickness skin loss [third degree, not otherwise specified] of chin",3rd deg burn chin,
+94135,"Full-thickness skin loss [third degree, not otherwise specified] of nose (septum)",3rd deg burn nose,
+94136,"Full-thickness skin loss [third degree, not otherwise specified] of scalp [any part]",3rd deg burn scalp,
+94137,"Full-thickness skin loss [third degree, not otherwise specified] of forehead and cheek",3rd deg burn face NEC,
+94138,"Full-thickness skin loss [third degree, not otherwise specified] of neck",3rd deg burn neck,
+94139,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites [except with eye] of face, head, and neck",3rd deg burn head-mult,
+94140,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, face and head, unspecified site",Deep 3 deg burn head NOS,
+94141,"Deep necrosis of underlying tissues [deep third degree]) without mention of loss of a body part, ear [any part]",Deep 3rd deg burn ear,
+94142,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of eye (with other parts of face, head, and neck)",Deep 3rd deg burn eye,
+94143,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of lip(s)",Deep 3rd deg burn lip,
+94144,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of chin",Deep 3rd deg burn chin,
+94145,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of nose (septum)",Deep 3rd deg burn nose,
+94146,Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part of scalp [any part],Deep 3rd deg burn scalp,
+94147,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of forehead and cheek",Deep 3rd burn face NEC,
+94148,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of neck",Deep 3rd deg burn neck,
+94149,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites [except with eye] of face, head, and neck",Deep 3 deg brn head-mult,
+94150,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of face and head, unspecified site",3rd burn w loss-head NOS,
+94151,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of ear [any part]",3rd deg burn w loss-ear,
+94152,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of eye (with other parts of face, head, and neck)",3rd deg burn w loss-eye,
+94153,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lip(s)",3rd deg burn w loss-lip,
+94154,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of chin",3rd deg burn w loss-chin,
+94155,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of nose (septum)",3rd deg burn w loss-nose,
+94156,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of scalp [any part]",3rd deg brn w loss-scalp,
+94157,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of forehead and cheek",3rd burn w loss-face NEC,
+94158,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of neck",3rd deg burn w loss-neck,
+94159,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites [except with eye] of face, head, and neck",3rd brn w loss-head mult,
+94200,"Burn of unspecified degree of trunk, unspecified site",Burn NOS trunk-unspec,
+94201,Burn of unspecified degree of breast,Burn NOS breast,
+94202,"Burn of unspecified degree of chest wall, excluding breast and nipple",Burn NOS chest wall,
+94203,Burn of unspecified degree of abdominal wall,Burn NOS abdominal wall,
+94204,Burn of unspecified degree of back [any part],Burn NOS back,
+94205,Burn of unspecified degree of genitalia,Burn NOS genitalia,
+94209,Burn of unspecified degree of other and multiple sites of trunk,Burn NOS trunk NEC,
+94210,"Erythema [first degree] of trunk, unspecified site",1st deg burn trunk NOS,
+94211,Erythema [first degree] of breast,1st deg burn breast,
+94212,"Erythema [first degree] of chest wall, excluding breast and nipple",1st deg burn chest wall,
+94213,Erythema [first degree] of abdominal wall,1st deg burn abdomn wall,
+94214,Erythema [first degree] of back [any part],1st deg burn back,
+94215,Erythema [first degree] of genitalia,1st deg burn genitalia,
+94219,Erythema [first degree] of other and multiple sites of trunk,1st deg burn trunk NEC,
+94220,"Blisters, epidermal loss [second degree] of trunk, unspecified site",2nd deg burn trunk NOS,
+94221,"Blisters, epidermal loss [second degree] of breast",2nd deg burn breast,
+94222,"Blisters, epidermal loss [second degree] of chest wall, excluding breast and nipple",2nd deg burn chest wall,
+94223,"Blisters, epidermal loss [second degree] of abdominal wall",2nd deg burn abdomn wall,
+94224,"Blisters, epidermal loss [second degree] of back [any part]",2nd deg burn back,
+94225,"Blisters, epidermal loss [second degree] of genitalia",2nd deg burn genitalia,
+94229,"Blisters, epidermal loss [second degree] of other and multiple sites of trunk",2nd deg burn trunk NEC,
+94230,"Full-thickness skin loss [third degree, not otherwise specified] of trunk, unspecified site",3rd deg burn trunk NOS,
+94231,"Full-thickness skin loss [third degree,not otherwise specified] of breast",3rd deg burn breast,
+94232,"Full-thickness skin loss [third degree, not otherwise specified] of chest wall, excluding breast and nipple",3rd deg burn chest wall,
+94233,"Full-thickness skin loss [third degree, not otherwise specified] of abdominal wall",3rd deg burn abdomn wall,
+94234,"Full-thickness skin loss [third degree,not otherwise specified] of back [any part]",3rd deg burn back,
+94235,"Full-thickness skin loss [third degree, not otherwise specified] of genitalia",3rd deg burn genitalia,
+94239,"Full-thickness skin loss [third degree, not otherwise specified] of other and multiple sites of trunk",3rd deg burn trunk NEC,
+94240,"Deep necrosis of underlying tissues [deep third degree] ) without mention of loss of a body part, of trunk, unspecified site",Deep 3rd burn trunk NOS,
+94241,"Deep necrosis of underlying tissues [deep third degree]) without mention of loss of a body part, of breast",Deep 3rd deg burn breast,
+94242,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of chest wall, excluding breast and nipple",Deep 3rd burn chest wall,
+94243,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of abdominal wall",Deep 3rd burn abdom wall,
+94244,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of back [any part]",Deep 3rd deg burn back,
+94245,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of genitalia",Deep 3rd burn genitalia,
+94249,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of other and multiple sites of trunk",Deep 3rd burn trunk NEC,
+94250,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, trunk, unspecified site",3rd brn w loss-trunk NOS,
+94251,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of breast",3rd burn w loss-breast,
+94252,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of chest wall, excluding breast and nipple",3rd brn w loss-chest wll,
+94253,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of abdominal wall",3rd brn w loss-abdom wll,
+94254,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of back [any part]",3rd deg burn w loss-back,
+94255,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of genitalia",3rd brn w loss-genitalia,
+94259,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of other and multiple sites of trunk,",3rd brn w loss-trunk NEC,
+94300,"Burn of unspecified degree of upper limb, except wrist and hand, unspecified site",Burn NOS arm-unspec,
+94301,Burn of unspecified degree of forearm,Burn NOS forearm,
+94302,Burn of unspecified degree of elbow,Burn NOS elbow,
+94303,Burn of unspecified degree of upper arm,Burn NOS upper arm,
+94304,Burn of unspecified degree of axilla,Burn NOS axilla,
+94305,Burn of unspecified degree of shoulder,Burn NOS shoulder,
+94306,Burn of unspecified degree of scapular region,Burn NOS scapula,
+94309,"Burn of unspecified degree of multiple sites of upper limb, except wrist and hand",Burn NOS arm-multiple,
+94310,"Erythema [first degree] of upper limb, unspecified site",1st deg burn arm NOS,
+94311,Erythema [first degree] of forearm,1st deg burn forearm,
+94312,Erythema [first degree] of elbow,1st deg burn elbow,
+94313,Erythema [first degree] of upper arm,1st deg burn upper arm,
+94314,Erythema [first degree] of axilla,1st deg burn axilla,
+94315,Erythema [first degree] of shoulder,1st deg burn shoulder,
+94316,Erythema [first degree] of scapular region,1st deg burn scapula,
+94319,"Erythema [first degree] of multiple sites of upper limb, except wrist and hand",1st deg burn arm-mult,
+94320,"Blisters, epidermal loss [second degree] of upper limb, unspecified site",2nd deg burn arm NOS,
+94321,"Blisters, epidermal loss [second degree] of forearm",2nd deg burn forearm,
+94322,"Blisters, epidermal loss [second degree] of elbow",2nd deg burn elbow,
+94323,"Blisters, epidermal loss [second degree] of upper arm",2nd deg burn upper arm,
+94324,"Blisters, epidermal loss [second degree] of axilla",2nd deg burn axilla,
+94325,"Blisters, epidermal loss [second degree] of shoulder",2nd deg burn shoulder,
+94326,"Blisters, epidermal loss [second degree] of scapular region",2nd deg burn scapula,
+94329,"Blisters, epidermal loss [second degree] of multiple sites of upper limb, except wrist and hand",2nd deg burn arm-mult,
+94330,"Full-thickness skin [third degree, not otherwise specified] of upper limb, unspecified site",3rd deg burn arm NOS,
+94331,"Full-thickness skin loss [third degree, not otherwise specified] of forearm",3rd deg burn forearm,
+94332,"Full-thickness skin loss [third degree, not otherwise specified] of elbow",3rd deg burn elbow,
+94333,"Full-thickness skin loss [third degree, not otherwise specified] of upper arm",3rd deg burn upper arm,
+94334,"Full-thickness skin loss [third degree, not otherwise specified] of axilla",3rd deg burn axilla,
+94335,"Full-thickness skin loss [third degree, not otherwise specified] of shoulder",3rd deg burn shoulder,
+94336,"Full-thickness skin loss [third degree, not otherwise specified] of scapular region",3rd deg burn scapula,
+94339,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites of upper limb, except wrist and hand",3rd deg burn arm-mult,
+94340,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of upper limb,unspecified site",Deep 3 deg burn arm NOS,
+94341,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of forearm",Deep 3 deg burn forearm,
+94342,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of elbow",Deep 3 deg burn elbow,
+94343,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of upper arm",Deep 3 deg brn upper arm,
+94344,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of axilla",Deep 3 deg burn axilla,
+94345,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of shoulder",Deep 3 deg burn shoulder,
+94346,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of scapular region",Deep 3 deg burn scapula,
+94349,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of upper limb, except wrist and hand",Deep 3 deg burn arm-mult,
+94350,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of upper limb, unspecified site",3rd burn w loss-arm NOS,
+94351,"Deep necrosis of underlying tissues [deep third degree) with loss of a body part, of forearm",3rd burn w loss-forearm,
+94352,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of elbow",3rd burn w loss-elbow,
+94353,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of upper arm",3rd brn w loss-upper arm,
+94354,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of axilla",3rd burn w loss-axilla,
+94355,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of shoulder",3rd burn w loss-shoulder,
+94356,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of scapular region",3rd burn w loss-scapula,
+94359,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of upper limb, except wrist and hand",3rd burn w loss arm-mult,
+94400,"Burn of unspecified degree of hand, unspecified site",Burn NOS hand-unspec,
+94401,Burn of unspecified degree of single digit (finger (nail) other than thumb,Burn NOS finger,
+94402,Burn of unspecified degree of thumb (nail),Burn NOS thumb,
+94403,"Burn of unspecified degree of two or more digits of hand, not including thumb",Burn NOS mult fingers,
+94404,"Burn of unspecified degree of two or more digits of hand, including thumb",Burn NOS finger w thumb,
+94405,Burn of unspecified degree of palm,Burn NOS palm,
+94406,Burn of unspecified degree of back of hand,Burn NOS back of hand,
+94407,Burn of unspecified degree of wrist,Burn NOS wrist,
+94408,Burn of unspecified degree of multiple sites of wrist(s) and hand(s),Burn NOS hand-multiple,
+94410,"Erythema [first degree] of hand, unspecified site",1st deg burn hand NOS,
+94411,Erythema [first degree] of single digit (finger (nail)) other than thumb,1st deg burn finger,
+94412,Erythema [first degree] of thumb (nail),1st deg burn thumb,
+94413,"Erythema [first degree] of two or more digits of hand, not including thumb",1st deg burn mult finger,
+94414,Erythema [first degree] of two or more digits of hand including thumb,1 deg burn fingr w thumb,
+94415,Erythema [first degree] of palm,1st deg burn palm,
+94416,Erythema [first degree] of back of hand,1 deg burn back of hand,
+94417,Erythema [first degree] of wrist,1st deg burn wrist,
+94418,Erythema [first degree] of multiple sites of wrist(s) and hand(s),1st deg burn hand-mult,
+94420,"Blisters, epidermal loss [second degree] of hand, unspecified site",2nd deg burn hand NOS,
+94421,"Blisters, epidermal loss [second degree] of single digit [finger (nail)] other than thumb",2nd deg burn finger,
+94422,"Blisters, epidermal loss [second degree] of thumb (nail)",2nd deg burn thumb,
+94423,"Blisters, epidermal loss [second degree] of two or more digits of hand, not including thumb",2nd deg burn mult finger,
+94424,"Blisters, epidermal loss [second degree] of two or more digits of hand including thumb",2 deg burn fingr w thumb,
+94425,"Blisters, epidermal loss [second degree] of palm",2nd deg burn palm,
+94426,"Blisters , epidermal loss [second degree] of back of hand",2 deg burn back of hand,
+94427,"Blisters, epidermal loss [second degree] of wrist",2nd deg burn wrist,
+94428,"Blisters, epidermal loss [second degree] of multiple sites of wrist(s) and hand(s)",2nd deg burn hand-mult,
+94430,"Full-thickness skin loss [third degree, not otherwise specified] of hand, unspecified site",3rd deg burn hand NOS,
+94431,"Full-thickness skin loss [third degree, not otherwise specified] of single digit [finger (nail)] other than thumb",3rd deg burn finger,
+94432,"Full-thickness skin loss [third degree, not otherwise specified] of thumb (nail)",3rd deg burn thumb,
+94433,"Full-thickness skin loss [third degree, not otherwise specified]of two or more digits of hand, not including thumb",3rd deg burn mult finger,
+94434,"Full-thickness skin loss [third degree, not otherwise specified] of two or more digits of hand including thumb",3 deg burn fingr w thumb,
+94435,"Full-thickness skin loss [third degree, not otherwise specified] of palm of hand",3rd deg burn palm,
+94436,"Full-thickness skin loss [third degree, not otherwise specified] of back of hand",3 deg burn back of hand,
+94437,"Full-thickness skin loss [third degree, not otherwise specified] of wrist",3rd deg burn wrist,
+94438,"Full-thickness skin loss [third degree, not otherwise specified] of multiple sites of wrist(s) and hand(s)",3rd deg burn hand-mult,
+94440,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, hand, unspecified site",Deep 3 deg brn hand NOS,
+94441,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, single digit [finger (nail)] other than thumb",Deep 3 deg burn finger,
+94442,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, thumb (nail)",Deep 3 deg burn thumb,
+94443,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, two or more digits of hand, not including thumb",Deep 3rd brn mult finger,
+94444,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, two or more digits of hand including thumb",Deep 3rd brn fngr w thmb,
+94445,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of palm of hand",Deep 3 deg burn palm,
+94446,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of back of hand",Deep 3rd brn back of hnd,
+94447,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of wrist",Deep 3 deg burn wrist,
+94448,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of wrist(s) and hand(s)",Deep 3 deg brn hand-mult,
+94450,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of hand, unspecified site",3rd brn w loss-hand NOS,
+94451,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of single digit [finger (nail)] other than thumb",3rd burn w loss-finger,
+94452,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of thumb (nail)",3rd burn w loss-thumb,
+94453,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of two or more digits of hand, not including thumb",3rd brn w loss-mult fngr,
+94454,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of two or more digits of hand including thumb",3rd brn w loss-fngr/thmb,
+94455,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of palm of hand",3rd burn w loss-palm,
+94456,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of back of hand",3rd brn w loss-bk of hnd,
+94457,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of wrist",3rd burn w loss-wrist,
+94458,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of wrist(s) and hand(s)",3rd brn w loss hand-mult,
+94500,"Burn of unspecified degree of lower limb [leg], unspecified site",Burn NOS leg-unspec,
+94501,Burn of unspecified degree of toe(s) (nail),Burn NOS toe,
+94502,Burn of unspecified degree of foot,Burn NOS foot,
+94503,Burn of unspecified degree of ankle,Burn NOS ankle,
+94504,Burn of unspecified degree of lower leg,Burn NOS lower leg,
+94505,Burn of unspecified degree of knee,Burn NOS knee,
+94506,Burn of unspecified degree of thigh [any part],Burn NOS thigh,
+94509,Burn of unspecified degree of multiple sites of lower limb(s),Burn NOS leg-multiple,
+94510,"Erythema [first degree] of lower limb [leg], unspecified site",1st deg burn leg NOS,
+94511,Erythema [first degree] of toe(s) (nail),1st deg burn toe,
+94512,Erythema [first degree] of foot,1st deg burn foot,
+94513,Erythema [first degree] of ankle,1st deg burn ankle,
+94514,Erythema [first degree] of lower leg,1st deg burn lower leg,
+94515,Erythema [first degree] of knee,1st deg burn knee,
+94516,Erythema [first degree] of thigh [any part],1st deg burn thigh,
+94519,Erythema [first degree] of multiple sites of lower limb(s),1st deg burn leg-mult,
+94520,"Blisters, epidermal loss [second degree] of lower limb [leg], unspecified site",2nd deg burn leg NOS,
+94521,"Blisters, epidermal loss [second degree] of toe(s) (nail)",2nd deg burn toe,
+94522,"Blisters, epidermal loss [second degree] of foot",2nd deg burn foot,
+94523,"Blisters, epidermal loss [second degree] of ankle",2nd deg burn ankle,
+94524,"Blisters, epidermal loss [second degree] of lower leg",2nd deg burn lower leg,
+94525,"Blisters, epidermal loss [second degree] of knee",2nd deg burn knee,
+94526,"Blisters, epidermal loss [second degree] of thigh [any part]",2nd deg burn thigh,
+94529,"Blisters, epidermal loss [second degree] of multiple sites of lower limb(s)",2nd deg burn leg-mult,
+94530,Full-thickness skin loss [third degree NOS] of lower limb [leg] unspecified site,3rd deg burn leg NOS,
+94531,Full-thickness skin loss [third degree NOS] of toe(s) (nail),3rd deg burn toe,
+94532,Full-thickness skin loss [third degree NOS] of foot,3rd deg burn foot,
+94533,Full-thickness skin loss [third degree NOS] of ankle,3rd deg burn ankle,
+94534,Full-thickness skin loss [third degree nos] of lower leg,3rd deg burn low leg,
+94535,Full-thickness skin loss [third degree NOS] of knee,3rd deg burn knee,
+94536,Full-thickness skin loss [third degree NOS] of thigh [any part],3rd deg burn thigh,
+94539,Full-thickness skin loss [third degree NOS] of multiple sites of lower limb(s),3rd deg burn leg-mult,
+94540,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, lower limb [leg], unspecified site",Deep 3rd deg brn leg NOS,
+94541,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of toe(s)(nail)",Deep 3rd deg burn toe,
+94542,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of foot",Deep 3rd deg burn foot,
+94543,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of ankle",Deep 3rd deg burn ankle,
+94544,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of lower leg",Deep 3rd deg brn low leg,
+94545,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of knee",Deep 3rd deg burn knee,
+94546,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of thigh [any part]",Deep 3rd deg burn thigh,
+94549,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple sites of lower limb(s)",Deep 3 deg burn leg-mult,
+94550,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lower limb [leg], unspecified site",3 deg brn w loss-leg NOS,
+94551,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of toe(s) (nail)",3 deg burn w loss-toe,
+94552,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of foot",3 deg burn w loss-foot,
+94553,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of ankle",3 deg burn w loss-ankle,
+94554,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of lower leg",3 deg brn w loss-low leg,
+94555,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of knee",3 deg burn w loss-knee,
+94556,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of thigh [any part]",3 deg burn w loss-thigh,
+94559,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple sites of lower limb(s)",3 deg brn w loss leg-mlt,
+9460,"Burns of multiple specified sites, unspecified degree",Burn NOS multiple site,
+9461,Erythema [first degree] of multiple specified sites,1st deg burn mult site,
+9462,"Blisters, epidermal loss [second degree] of multiple specified sites",2nd deg burn mult site,
+9463,Full-thickness skin loss [third degree NOS] of multiple specified sites,3rd deg burn mult site,
+9464,"Deep necrosis of underlying tissues [deep third degree] without mention of loss of a body part, of multiple specified sites",Deep 3 deg brn mult site,
+9465,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, of multiple specified sites",3rd brn w loss-mult site,
+9470,Burn of mouth and pharynx,Burn of mouth & pharynx,
+9471,"Burn of larynx, trachea, and lung",Burn larynx/trachea/lung,
+9472,Burn of esophagus,Burn of esophagus,
+9473,Burn of gastrointestinal tract,Burn of GI tract,
+9474,Burn of vagina and uterus,Burn of vagina & uterus,
+9478,Burn of other specified sites of internal organs,Burn internal organ NEC,
+9479,"Burn of internal organs, unspecified site",Burn internal organ NOS,
+94800,"Burn [any degree] involving less than 10 percent of body surface with third degree burn, less than 10 percent or unspecified",Bdy brn < 10%/3d deg NOS,
+94810,"Burn [any degree] involving 10-19 percent of body surface with third degree burn, less than 10 percent or unspecified",10-19% bdy brn/3 deg NOS,
+94811,"Burn [any degree] involving 10-19 percent of body surface with third degree burn, 10-19%",10-19% bdy brn/10-19% 3d,
+94820,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, less than 10 percent or unspecified",20-29% bdy brn/3 deg NOS,
+94821,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, 10-19%",20-29% bdy brn/10-19% 3d,
+94822,"Burn [any degree] involving 20-29 percent of body surface with third degree burn, 20-29%",20-29% bdy brn/20-29% 3d,
+94830,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, less than 10 percent or unspecified",30-39% bdy brn/3 deg NOS,
+94831,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 10-19%",30-39% bdy brn/10-19% 3d,
+94832,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 20-29%",30-39% bdy brn/20-29% 3d,
+94833,"Burn [any degree] involving 30-39 percent of body surface with third degree burn, 30-39%",30-39% bdy brn/30-39% 3d,
+94840,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, less than 10 percent or unspecified",40-49% bdy brn/3 deg NOS,
+94841,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 10-19%",40-49% bdy brn/10-19% 3d,
+94842,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 20-29%",40-49% bdy brn/20-29% 3d,
+94843,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 30-39%",40-49% bdy brn/30-39% 3d,
+94844,"Burn [any degree] involving 40-49 percent of body surface with third degree burn, 40-49%",40-49% bdy brn/40-49% 3d,
+94850,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, less than 10 percent or unspecified",50-59% bdy brn/3 deg NOS,
+94851,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 10-19%",50-59% bdy brn/10-19% 3d,
+94852,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 20-29%",50-59% bdy brn/20-29% 3d,
+94853,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 30-39%",50-59% bdy brn/30-39% 3d,
+94854,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 40-49%",50-59% bdy brn/40-49% 3d,
+94855,"Burn [any degree] involving 50-59 percent of body surface with third degree burn, 50-59%",50-59% bdy brn/50-59% 3d,
+94860,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, less than 10 percent or unspecified",60-69% bdy brn/3 deg NOS,
+94861,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 10-19%",60-69% bdy brn/10-19% 3d,
+94862,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 20-29%",60-69% bdy brn/20-29% 3d,
+94863,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 30-39%",60-69% bdy brn/30-39% 3d,
+94864,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 40-49%",60-69% bdy brn/40-49% 3d,
+94865,"Burn (any degree) involving 60-69 percent of body surface with third degree burn, 50-59%",60-69% bdy brn/50-59% 3d,
+94866,"Burn [any degree] involving 60-69 percent of body surface with third degree burn, 60-69%",60-69% bdy brn/60-69% 3d,
+94870,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, less than 10 percent or unspecified",70-79% bdy brn/3 deg NOS,
+94871,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 10-19%",70-79% bdy brn/10-19% 3d,
+94872,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 20-29%",70-79% bdy brn/20-29% 3d,
+94873,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 30-39%",70-79% bdy brn/30-39% 3d,
+94874,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 40-49%",70-79% bdy brn/40-49% 3d,
+94875,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 50-59%",70-79% bdy brn/50-59% 3d,
+94876,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 60-69%",70-79% bdy brn/60-69% 3d,
+94877,"Burn [any degree] involving 70-79 percent of body surface with third degree burn, 70-79%",70-79% bdy brn/70-79% 3d,
+94880,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, less than 10 percent or unspecified",80-89% bdy brn/3 deg NOS,
+94881,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 10-19%",80-89% bdy brn/10-19% 3d,
+94882,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 20-29%",80-89% bdy brn/20-29% 3d,
+94883,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 30-39%",80-89% bdy brn/30-39% 3d,
+94884,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 40-49%",80-89% bdy brn/40-49% 3d,
+94885,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 50-59%",80-89% bdy brn/50-59% 3d,
+94886,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 60-69%",80-89% bdy brn/60-69% 3d,
+94887,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 70-79%",80-89% bdy brn/70-79% 3d,
+94888,"Burn [any degree] involving 80-89 percent of body surface with third degree burn, 80-89%",80-89% bdy brn/80-89% 3d,
+94890,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, less than 10 percent or unspecified",90% + bdy brn/3d deg NOS,
+94891,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 10-19%",90% + bdy brn/10-19% 3rd,
+94892,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 20-29%",90% + bdy brn/20-29% 3rd,
+94893,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 30-39%",90% + bdy brn/30-39% 3rd,
+94894,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 40-49%",90% + bdy brn/40-49% 3rd,
+94895,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 50-59%",90% + bdy brn/50-59% 3rd,
+94896,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 60-69%",90% + bdy brn/60-69% 3rd,
+94897,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 70-79%",90% + bdy brn/70-79% 3rd,
+94898,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 80-89%",90% + bdy brn/80-89% 3rd,
+94899,"Burn [any degree] involving 90 percent or more of body surface with third degree burn, 90% or more of body surface",90% + bdy brn/90% + 3rd,
+9490,"Burn of unspecified site, unspecified degree",Burn NOS,
+9491,"Erythema [first degree], unspecified site",1st degree burn NOS,
+9492,"Blisters, epidermal loss [second degree], unspecified site",2nd degree burn NOS,
+9493,Full-thickness skin loss [third degree nos],3rd degree burn NOS,
+9494,"Deep necrosis of underlying tissue [deep third degree] without mention of loss of a body part, unspecified",Deep 3rd deg burn NOS,
+9495,"Deep necrosis of underlying tissues [deep third degree] with loss of a body part, unspecified",3rd burn w loss-site NOS,
+9500,Optic nerve injury,Optic nerve injury,
+9501,Injury to optic chiasm,Injury to optic chiasm,
+9502,Injury to optic pathways,Injury to optic pathways,
+9503,Injury to visual cortex,Injury to visual cortex,
+9509,Injury to unspecified optic nerve and pathways,Inj optic nerv/path NOS,
+9510,Injury to oculomotor nerve,Injury oculomotor nerve,
+9511,Injury to trochlear nerve,Injury trochlear nerve,
+9512,Injury to trigeminal nerve,Injury trigeminal nerve,
+9513,Injury to abducens nerve,Injury abducens nerve,
+9514,Injury to facial nerve,Injury to facial nerve,
+9515,Injury to acoustic nerve,Injury to acoustic nerve,
+9516,Injury to accessory nerve,Injury accessory nerve,
+9517,Injury to hypoglossal nerve,Injury hypoglossal nerve,
+9518,Injury to other specified cranial nerves,Injury cranial nerve NEC,
+9519,Injury to unspecified cranial nerve,Injury cranial nerve NOS,
+95200,C1-C4 level with unspecified spinal cord injury,C1-c4 spin cord inj NOS,
+95201,C1-C4 level with complete lesion of spinal cord,Complete les cord/c1-c4,
+95202,C1-C4 level with anterior cord syndrome,Anterior cord synd/c1-c4,
+95203,C1-C4 level with central cord syndrome,Central cord synd/c1-c4,
+95204,C1-C4 level with other specified spinal cord injury,C1-c4 spin cord inj NEC,
+95205,C5-C7 level with unspecified spinal cord injury,C5-c7 spin cord inj NOS,
+95206,C5-C7 level with complete lesion of spinal cord,Complete les cord/c5-c7,
+95207,C5-C7 level with anterior cord syndrome,Anterior cord synd/c5-c7,
+95208,C5-C7 level with central cord syndrome,Central cord synd/c5-c7,
+95209,C5-C7 level with other specified spinal cord injury,C5-c7 spin cord inj NEC,
+95210,T1-T6 level with unspecified spinal cord injury,T1-t6 spin cord inj NOS,
+95211,T1-T6 level with complete lesion of spinal cord,Complete les cord/t1-t6,
+95212,T1-T6 level with anterior cord syndrome,Anterior cord synd/t1-t6,
+95213,T1-T6 level with central cord syndrome,Central cord synd/t1-t6,
+95214,T1-T6 level with other specified spinal cord injury,T1-t6 spin cord inj NEC,
+95215,T7-T12 level with unspecified spinal cord injury,T7-t12 spin cord inj NOS,
+95216,T7-T12 level with complete lesion of spinal cord,Complete les cord/t7-t12,
+95217,T7-T12 level with anterior cord syndrome,Anterior cord syn/t7-t12,
+95218,T7-T12 level with central cord syndrome,Central cord syn/t7-t12,
+95219,T7-T12 level with other specified spinal cord injury,T7-t12 spin cord inj NEC,
+9522,Lumbar spinal cord injury without evidence of spinal bone injury,Lumbar spinal cord injur,
+9523,Sacral spinal cord injury without evidence of spinal bone injury,Sacral spinal cord injur,
+9524,Cauda equina spinal cord injury without evidence of spinal bone injury,Cauda equina injury,
+9528,Multiple sites of spinal cord injury without evidence of spinal bone injury,Spin cord inj-mult site,
+9529,Unspecified site of spinal cord injury without evidence of spinal bone injury,Spinal cord injury NOS,
+9530,Injury to cervical nerve root,Cervical root injury,
+9531,Injury to dorsal nerve root,Dorsal root injury,
+9532,Injury to lumbar nerve root,Lumbar root injury,
+9533,Injury to sacral nerve root,Sacral root injury,
+9534,Injury to brachial plexus,Brachial plexus injury,
+9535,Injury to lumbosacral plexus,Lumbosacral plex injury,
+9538,Injury to multiple sites of nerve roots and spinal plexus,Mult nerve root/plex inj,
+9539,Injury to unspecified site of nerve roots and spinal plexus,Inj nerve root/plex NOS,
+9540,"Injury to cervical sympathetic nerve, excluding shoulder and pelvic girdles",Inj cerv sympath nerve,
+9541,"Injury to other sympathetic nerve, excluding shoulder and pelvic girdles",Inj sympath nerve NEC,
+9548,"Injury to other specified nerve(s) of trunk, excluding shoulder and pelvic girdles",Injury trunk nerve NEC,
+9549,"Injury to unspecified nerve of trunk, excluding shoulder and pelvic girdles",Injury trunk nerve NOS,
+9550,Injury to axillary nerve,Injury axillary nerve,
+9551,Injury to median nerve,Injury median nerve,
+9552,Injury to ulnar nerve,Injury ulnar nerve,
+9553,Injury to radial nerve,Injury radial nerve,
+9554,Injury to musculocutaneous nerve,Inj musculocutan nerve,
+9555,"Injury to cutaneous sensory nerve, upper limb",Inj cutan senso nerv/arm,
+9556,"Injury to digital nerve, upper limb",Injury digital nerve,
+9557,Injury to other specified nerve(s) of shoulder girdle and upper limb,Inj nerve shldr/arm NEC,
+9558,Injury to multiple nerves of shoulder girdle and upper limb,Inj mult nerve shldr/arm,
+9559,Injury to unspecified nerve of shoulder girdle and upper limb,Inj nerve shldr/arm NOS,
+9560,Injury to sciatic nerve,Injury sciatic nerve,
+9561,Injury to femoral nerve,Injury femoral nerve,
+9562,Injury to posterior tibial nerve,Inj posterior tib nerve,
+9563,Injury to peroneal nerve,Injury peroneal nerve,
+9564,"Injury to cutaneous sensory nerve, lower limb",Inj cutan senso nerv/leg,
+9565,Injury to other specified nerve(s) of pelvic girdle and lower limb,Inj nerve pelv/leg NEC,
+9568,Injury to multiple nerves of pelvic girdle and lower limb,Inj mult nerve pelv/leg,
+9569,Injury to unspecified nerve of pelvic girdle and lower limb,Inj nerve pelv/leg NOS,
+9570,Injury to superficial nerves of head and neck,Inj superf nerv head/nck,
+9571,Injury to other specified nerve(s),Injury to nerve NEC,
+9578,Injury to multiple nerves in several parts,Injury to mult nerves,
+9579,"Injury to nerves, unspecified site",Injury to nerve NOS,
+9580,Air embolism,Air embolism,
+9581,Fat embolism,Fat embolism,
+9582,Secondary and recurrent hemorrhage,Secondary/recur hemorr,
+9583,Posttraumatic wound infection not elsewhere classified,Posttraum wnd infec NEC,
+9584,Traumatic shock,Traumatic shock,
+9585,Traumatic anuria,Traumatic anuria,
+9586,Volkmann's ischemic contracture,Volkmann's isch contract,
+9587,Traumatic subcutaneous emphysema,Traum subcutan emphysema,
+9588,Other early complications of trauma,Early complic trauma NEC,
+95890,"Compartment syndrome, unspecified",Compartment syndrome NOS,
+95891,Traumatic compartment syndrome of upper extremity,Trauma comp synd up ext,
+95892,Traumatic compartment syndrome of lower extremity,Trauma comp synd low ext,
+95893,Traumatic compartment syndrome of abdomen,Trauma compart synd abd,
+95899,Traumatic compartment syndrome of other sites,Trauma compart synd NEC,
+95901,"Head injury, unspecified",Head injury NOS,
+95909,Injury of face and neck,Face & neck injury,
+95911,Other injury of chest wall,Injury of chest wall NEC,
+95912,Other injury of abdomen,Injury of abdomen NEC,
+95913,Fracture of corpus cavernosum penis,Fx corpus cavrnosm penis,
+95914,Other injury of external genitals,Inj external genital NEC,
+95919,Other injury of other sites of trunk,Trunk injury-sites NEC,
+9592,Shoulder and upper arm injury,Shldr/upper arm inj NOS,
+9593,"Elbow, forearm, and wrist injury",Elb/forearm/wrst inj NOS,
+9594,"Hand, except finger injury",Hand injury NOS,
+9595,Finger injury,Finger injury NOS,
+9596,Hip and thigh injury,Hip & thigh injury NOS,
+9597,"Knee, leg, ankle, and foot injury",Lower leg injury NOS,
+9598,"Other specified sites, including multiple injury",Injury mlt site/site NEC,
+9599,Unspecified site injury,Injury-site NOS,
+9600,Poisoning by penicillins,Poisoning-penicillins,
+9601,Poisoning by antifungal antibiotics,Pois-antifungal antibiot,
+9602,Poisoning by chloramphenicol group,Poison-chloramphenicol,
+9603,Poisoning by erythromycin and other macrolides,Pois-erythromyc/macrolid,
+9604,Poisoning by tetracycline group,Poisoning-tetracycline,
+9605,Poisoning of cephalosporin group,Pois-cephalosporin group,
+9606,Poisoning of antimycobacterial antibiotics,Pois-antimycobac antibio,
+9607,Poisoning by antineoplastic antibiotics,Pois-antineop antibiotic,
+9608,Poisoning by other specified antibiotics,Poisoning-antibiotic NEC,
+9609,Poisoning by unspecified antibiotic,Poisoning-antibiotic NOS,
+9610,Poisoning by sulfonamides,Poisoning-sulfonamides,
+9611,Poisoning by arsenical anti-infectives,Pois-arsenic anti-infec,
+9612,Poisoning by heavy metal anti-infectives,Pois-heav met anti-infec,
+9613,Poisoning by quinoline and hydroxyquinoline derivatives,Pois-quinoline/hydroxyqu,
+9614,Poisoning by antimalarials and drugs acting on other blood protozoa,Poisoning-antimalarials,
+9615,Poisoning by other antiprotozoal drugs,Pois-antiprotoz drug NEC,
+9616,Poisoning by anthelmintics,Poisoning-anthelmintics,
+9617,Poisoning by antiviral drugs,Poisoning-antiviral drug,
+9618,Poisoning by other antimycobacterial drugs,Pois-antimycobac drg NEC,
+9619,Poisoning by other and unspecified anti-infectives,Pois-anti-infect NEC/NOS,
+9620,Poisoning by adrenal cortical steroids,Pois-corticosteroids,
+9621,Poisoning by androgens and anabolic congeners,Poisoning-androgens,
+9622,Poisoning by ovarian hormones and synthetic substitutes,Poisoning-ovarian hormon,
+9623,Poisoning by insulins and antidiabetic agents,Poison-insulin/antidiab,
+9624,Poisoning by anterior pituitary hormones,Pois-ant pituitary horm,
+9625,Poisoning by posterior pituitary hormones,Pois-post pituitary horm,
+9626,Poisoning by parathyroid and parathyroid derivatives,Poisoning-parathyroids,
+9627,Poisoning by thyroid and thyroid derivatives,Poisoning-thyroid/deriv,
+9628,Poisoning by antithyroid agents,Poison-antithyroid agent,
+9629,Poisoning by other and unspecified hormones and synthetic substitutes,Poisoning hormon NEC/NOS,
+9630,Poisoning by antiallergic and antiemetic drugs,Pois-antiallrg/antiemet,
+9631,Poisoning by antineoplastic and immunosuppressive drugs,Pois-antineopl/immunosup,
+9632,Poisoning by acidifying agents,Poisoning-acidifying agt,
+9633,Poisoning by alkalizing agents,Poisoning-alkalizing agt,
+9634,"Poisoning by enzymes, not elsewhere classified",Poisoning-enzymes NEC,
+9635,"Poisoning by vitamins, not elsewhere classified",Poisoning-vitamins NEC,
+9638,Poisoning by other specified systemic agents,Poisoning-system agt NEC,
+9639,Poisoning by unspecified systemic agent,Poisoning-system agt NOS,
+9640,Poisoning by iron and its compounds,Poisoning-iron/compounds,
+9641,Poisoning by liver preparations and other antianemic agents,Poison-liver/antianemics,
+9642,Poisoning by anticoagulants,Poisoning-anticoagulants,
+9643,Poisoning by vitamin K (phytonadione),Poisoning-vitamin k,
+9644,Poisoning by fibrinolysis-affecting drugs,Poison-fibrinolysis agnt,
+9645,Poisoning by anticoagulant antagonists and other coagulants,Poisoning-coagulants,
+9646,Poisoning by gamma globulin,Poisoning-gamma globulin,
+9647,Poisoning by natural blood and blood products,Poisoning-blood product,
+9648,Poisoning by other specified agents affecting blood constituents,Poisoning-blood agt NEC,
+9649,Poisoning by unspecified agent affecting blood constituents,Poisoning-blood agt NOS,
+96500,"Poisoning by opium (alkaloids), unspecified",Poisoning-opium NOS,
+96501,Poisoning by heroin,Poisoning-heroin,
+96502,Poisoning by methadone,Poisoning-methadone,
+96509,Poisoning by other opiates and related narcotics,Poisoning-opiates NEC,
+9651,Poisoning by salicylates,Poisoning-salicylates,
+9654,"Poisoning by aromatic analgesics, not elsewhere classified",Pois-arom analgesics NEC,
+9655,Poisoning by pyrazole derivatives,Poisoning-pyrazole deriv,
+96561,Poisoning by propionic acid derivatives,Pois-propionic acid derv,
+96569,Poisoning by other antirheumatics,Poison-antirheumatic NEC,
+9657,Poisoning by other non-narcotic analgesics,Pois-no-narc analges NEC,
+9658,Poisoning by other specified analgesics and antipyretics,Pois-analges/antipyr NEC,
+9659,Poisoning by unspecified analgesic and antipyretic,Pois-analges/antipyr NOS,
+9660,Poisoning by oxazolidine derivatives,Poison-oxazolidine deriv,
+9661,Poisoning by hydantoin derivatives,Poison-hydantoin derivat,
+9662,Poisoning by succinimides,Poisoning-succinimides,
+9663,Poisoning by other and unspecified anticonvulsants,Pois-anticonvul NEC/NOS,
+9664,Poisoning by anti-Parkinsonism drugs,Pois-anti-parkinson drug,
+9670,Poisoning by barbiturates,Poisoning-barbiturates,
+9671,Poisoning by chloral hydrate group,Poisoning-chloral hydrat,
+9672,Poisoning by paraldehyde,Poisoning-paraldehyde,
+9673,Poisoning by bromine compounds,Poisoning-bromine compnd,
+9674,Poisoning by methaqualone compounds,Poisoning-methaqualone,
+9675,Poisoning by glutethimide group,Poisoning-glutethimide,
+9676,"Poisoning by mixed sedatives, not elsewhere classified",Poison-mix sedative NEC,
+9678,Poisoning by other sedatives and hypnotics,Pois-sedative/hypnot NEC,
+9679,Poisoning by unspecified sedative or hypnotic,Pois-sedative/hypnot NOS,
+9680,Poisoning by central nervous system muscle-tone depressants,Pois-cns muscle depress,
+9681,Poisoning by halothane,Poisoning-halothane,
+9682,Poisoning by other gaseous anesthetics,Poison-gas anesthet NEC,
+9683,Poisoning by intravenous anesthetics,Poison-intraven anesthet,
+9684,Poisoning by other and unspecified general anesthetics,Pois-gen anesth NEC/NOS,
+9685,Surface (topical) and infiltration anesthetics,Surfce-topic/infilt anes,
+9686,Poisoning by peripheral nerve- and plexus-blocking anesthetics,Pois-nerve/plex-blk anes,
+9687,Poisoning by spinal anesthetics,Poison-spinal anesthetic,
+9689,Poisoning by other and unspecified local anesthetics,Pois-local anest NEC/NOS,
+96900,"Poisoning by antidepressant, unspecified",Poison-antidepresnt NOS,
+96901,Poisoning by monoamine oxidase inhibitors,Pois monoamine oxidase,
+96902,Poisoning by selective serotonin and norepinephrine reuptake inhibitors,Pois serotn/norepinephrn,
+96903,Poisoning by selective serotonin reuptake inhibitors,Pois serotinin reuptake,
+96904,Poisoning by tetracyclic antidepressants,Pois tetracyclc andepres,
+96905,Poisoning by tricyclic antidepressants,Pois tricyclc antidepres,
+96909,Poisoning by other antidepressants,Pois antidepressants NEC,
+9691,Poisoning by phenothiazine-based tranquilizers,Pois-phenothiazine tranq,
+9692,Poisoning by butyrophenone-based tranquilizers,Pois-butyrophenone tranq,
+9693,"Poisoning by other antipsychotics, neuroleptics, and major tranquilizers",Poison-antipsychotic NEC,
+9694,Poisoning by benzodiazepine-based tranquilizers,Pois-benzodiazepine tran,
+9695,Poisoning by other tranquilizers,Poison-tranquilizer NEC,
+9696,Poisoning by psychodysleptics (hallucinogens),Poisoning-hallucinogens,
+96970,"Poisoning by psychostimulant, unspecified",Pois psychostimulant NOS,
+96971,Poisoning by caffeine,Poisoning by caffeine,
+96972,Poisoning by amphetamines,Poisoning by amphetamine,
+96973,Poisoning by methylphenidate,Poison by methylphendate,
+96979,Poisoning by other psychostimulants,Poison by psychostim NEC,
+9698,Poisoning by other specified psychotropic agents,Poison-psychotropic NEC,
+9699,Poisoning by unspecified psychotropic agent,Poison-psychotropic NOS,
+9700,Poisoning by analeptics,Poisoning-analeptics,
+9701,Poisoning by opiate antagonists,Poison-opiate antagonist,
+97081,Poisoning by cocaine,Poisoning by cocaine,
+97089,Poisoning by other central nervous system stimulants,Poison-CNS stimulant NEC,
+9709,Poisoning by unspecified central nervous system stimulant,Pois-cns stimulant NOS,
+9710,Poisoning by parasympathomimetics (cholinergics),Pois-parasympathomimetic,
+9711,Poisoning by parasympatholytics (anticholinergics and antimuscarinics) and spasmolytics,Pois-parasympatholytics,
+9712,Poisoning by sympathomimetics [adrenergics],Poison-sympathomimetics,
+9713,Poisoning by sympatholytics [antiadrenergics],Poisoning-sympatholytics,
+9719,Poisoning by unspecified drug primarily affecting autonomic nervous system,Pois-autonomic agent NOS,
+9720,Poisoning by cardiac rhythm regulators,Pois-card rhythm regulat,
+9721,Poisoning by cardiotonic glycosides and drugs of similar action,Poisoning-cardiotonics,
+9722,Poisoning by antilipemic and antiarteriosclerotic drugs,Poisoning-antilipemics,
+9723,Poisoning by ganglion-blocking agents,Pois-ganglion block agt,
+9724,Poisoning by coronary vasodilators,Pois-coronary vasodilat,
+9725,Poisoning by other vasodilators,Poison-vasodilator NEC,
+9726,Poisoning by other antihypertensive agents,Pois-antihyperten agent,
+9727,"Poisoning by antivaricose drugs, including sclerosing agents",Poison-antivaricose drug,
+9728,Poisoning by capillary-active drugs,Poison-capillary act agt,
+9729,Poisoning by other and unspecified agents primarily affecting the cardiovascular system,Pois-cardiovasc agt NEC,
+9730,Poisoning by antacids and antigastric secretion drugs,Pois-antacid/antigastric,
+9731,Poisoning by irritant cathartics,Pois-irritant cathartics,
+9732,Poisoning by emollient cathartics,Pois-emollient cathartic,
+9733,"Poisoning by other cathartics, including intestinal atonia",Poisoning-cathartic NEC,
+9734,Poisoning by digestants,Poisoning-digestants,
+9735,Poisoning by antidiarrheal drugs,Poisoning-antidiarrh agt,
+9736,Poisoning by emetics,Poisoning-emetics,
+9738,Poisoning by other specified agents primarily affecting the gastrointestinal system,Poisoning-gi agents NEC,
+9739,Poisoning by unspecified agent primarily affecting the gastrointestinal system,Poisoning-gi agent NOS,
+9740,Poisoning by mercurial diuretics,Pois-mercurial diuretics,
+9741,Poisoning by purine derivative diuretics,Pois-purine diuretics,
+9742,Poisoning by carbonic acid anhydrase inhibitors,Pois-h2co3 anhydra inhib,
+9743,Poisoning by saluretics,Poisoning-saluretics,
+9744,Poisoning by other diuretics,Poisoning-diuretics NEC,
+9745,"Poisoning by electrolytic, caloric, and water-balance agents",Pois-electro/cal/wat agt,
+9746,"Poisoning by other mineral salts, not elsewhere classified",Poison-mineral salts NEC,
+9747,Poisoning by uric acid metabolism drugs,Pois-uric acid metabol,
+9750,Poisoning by oxytocic agents,Poisoning-oxytocic agent,
+9751,Poisoning by smooth muscle relaxants,Pois-smooth muscle relax,
+9752,Poisoning by skeletal muscle relaxants,Pois-skelet muscle relax,
+9753,Poisoning by other and unspecified drugs acting on muscles,Poison-muscle agent NEC,
+9754,Poisoning by antitussives,Poisoning-antitussives,
+9755,Poisoning by expectorants,Poisoning-expectorants,
+9756,Poisoning by anti-common cold drugs,Pois-anti-cold drugs,
+9757,Poisoning by antiasthmatics,Poisoning-antiasthmatics,
+9758,Poisoning by other and unspecified respiratory drugs,Pois-respir drug NEC/NOS,
+9760,Poisoning by local anti-infectives and anti-inflammatory drugs,Pois-local anti-infect,
+9761,Poisoning by antipruritics,Poisoning-antipruritics,
+9762,Poisoning by local astringents and local detergents,Pois-loc astring/deterg,
+9763,"Poisoning by emollients, demulcents, and protectants",Pois-emol/demul/protect,
+9764,"Poisoning by keratolytics, keratoplastics, other hair treatment drugs and preparations",Poison-hair/scalp prep,
+9765,Poisoning by eye anti-infectives and other eye drugs,Pois-eye anti-infec/drug,
+9766,"Poisoning by anti-infectives and other drugs and preparations for ear, nose, and throat",Poison-ent preparation,
+9767,Poisoning by dental drugs topically applied,Pois-topical dental drug,
+9768,Poisoning by other agents primarily affecting skin and mucous membrane,Pois-skin/membr agnt NEC,
+9769,Poisoning by unspecified agent primarily affecting skin and mucous membrane,Pois-skin/membr agnt NOS,
+9770,Poisoning by dietetics,Poisoning-dietetics,
+9771,Poisoning by lipotropic drugs,Poison-lipotropic drugs,
+9772,"Poisoning by antidotes and chelating agents, not elsewhere classified",Poisoning-antidotes NEC,
+9773,Poisoning by alcohol deterrents,Poison-alcohol deterrent,
+9774,Poisoning by pharmaceutical excipients,Pois-pharmaceut excipien,
+9778,Poisoning by other specified drugs and medicinal substances,Poison-medicinal agt NEC,
+9779,Poisoning by unspecified drug or medicinal substance,Poison-medicinal agt NOS,
+9780,Poisoning by BCG vaccine,Poisoning-bcg vaccine,
+9781,Poisoning by typhoid and paratyphoid vaccine,Pois-typh/paratyph vacc,
+9782,Poisoning by cholera vaccine,Poisoning-cholera vaccin,
+9783,Poisoning by plague vaccine,Poisoning-plague vaccine,
+9784,Poisoning by tetanus vaccine,Poisoning-tetanus vaccin,
+9785,Poisoning by diphtheria vaccine,Pois-diphtheria vaccine,
+9786,"Poisoning by pertussis vaccine, including combinations with a pertussis component",Pois-pertussis vaccine,
+9788,Poisoning by other and unspecified bacterial vaccines,Pois-bact vaccin NEC/NOS,
+9789,"Poisoning by mixed bacterial vaccines, except combinations with a pertussis component",Pois-mix bacter vaccines,
+9790,Poisoning by smallpox vaccine,Poison-smallpox vaccine,
+9791,Poisoning by rabies vaccine,Poison-rabies vaccine,
+9792,Poisoning by typhus vaccine,Poison-typhus vaccine,
+9793,Poisoning by yellow fever vaccine,Pois-yellow fever vaccin,
+9794,Poisoning by measles vaccine,Poisoning-measles vaccin,
+9795,Poisoning by poliomyelitis vaccine,Pois-poliomyelit vaccine,
+9796,Poisoning by other and unspecified viral and rickettsial vaccines,Pois-viral/rick vacc NEC,
+9797,"Poisoning by mixed viral-rickettsial and bacterial vaccines, except combinations with a pertussis component",Poisoning-mixed vaccine,
+9799,Poisoning by other and unspecified vaccines and biological substances,Pois-vaccine/biolog NEC,
+9800,Toxic effect of ethyl alcohol,Toxic eff ethyl alcohol,
+9801,Toxic effect of methyl alcohol,Toxic eff methyl alcohol,
+9802,Toxic effect of isopropyl alcohol,Toxic eff isopropyl alc,
+9803,Toxic effect of fusel oil,Toxic effect fusel oil,
+9808,Toxic effect of other specified alcohols,Toxic effect alcohol NEC,
+9809,Toxic effect of unspecified alcohol,Toxic effect alcohol NOS,
+981,Toxic effect of petroleum products,Toxic eff petroleum prod,
+9820,Toxic effect of benzene and homologues,Toxic effect benzene,
+9821,Toxic effect of carbon tetrachloride,Toxic eff carbon tetrach,
+9822,Toxic effect of carbon disulfide,Toxic eff carbon disulfi,
+9823,Toxic effect of other chlorinated hydrocarbon solvents,Tx ef cl-hydcarb slv NEC,
+9824,Toxic effect of nitroglycol,Toxic effect nitroglycol,
+9828,Toxic effect of other nonpetroleum-based solvents,Toxic eff nonpetrol solv,
+9830,Toxic effect of corrosive aromatics,Tox eff corrosive aromat,
+9831,Toxic effect of acids,Toxic effect acids,
+9832,Toxic effect of caustic alkalis,Toxic eff caustic alkali,
+9839,"Toxic effect of caustic, unspecified",Toxic effect caustic NOS,
+9840,Toxic effect of inorganic lead compounds,Tx eff inorg lead compnd,
+9841,Toxic effect of organic lead compounds,Tox eff org lead compnd,
+9848,Toxic effect of other lead compounds,Tox eff lead compnd NEC,
+9849,Toxic effect of unspecified lead compound,Tox eff lead compnd NOS,
+9850,Toxic effect of mercury and its compounds,Toxic effect mercury,
+9851,Toxic effect of arsenic and its compounds,Toxic effect arsenic,
+9852,Toxic effect of manganese and its compounds,Toxic effect manganese,
+9853,Toxic effect of beryllium and its compounds,Toxic effect beryllium,
+9854,Toxic effect of antimony and its compounds,Toxic effect antimony,
+9855,Toxic effect of cadmium and its compounds,Toxic effect cadmium,
+9856,Toxic effect of chromium,Toxic effect chromium,
+9858,Toxic effect of other specified metals,Toxic effect metals NEC,
+9859,Toxic effect of unspecified metal,Toxic effect metal NOS,
+986,Toxic effect of carbon monoxide,Tox eff carbon monoxide,
+9870,Toxic effect of liquefied petroleum gases,Toxic eff liq petrol gas,
+9871,Toxic effect of other hydrocarbon gas,Tox ef hydrocarb gas NEC,
+9872,Toxic effect of nitrogen oxides,Toxic eff nitrogen oxide,
+9873,Toxic effect of sulfur dioxide,Toxic eff sulfur dioxide,
+9874,Toxic effect of freon,Toxic effect freon,
+9875,Toxic effect of lacrimogenic gas,Tox eff lacrimogenic gas,
+9876,Toxic effect of chlorine gas,Toxic eff chlorine gas,
+9877,Toxic effect of hydrocyanic acid gas,Tox eff hydrocyan acd gs,
+9878,"Toxic effect of other specified gases, fumes, or vapors",Toxic eff gas/vapor NEC,
+9879,"Toxic effect of unspecified gas, fume, or vapor",Toxic eff gas/vapor NOS,
+9880,Toxic effect of fish and shellfish eaten as food,Toxic eff fish/shellfish,
+9881,Toxic effect of mushrooms eaten as food,Toxic effect mushrooms,
+9882,Toxic effect of berries and other plants eaten as food,Tox eff berry/plant NEC,
+9888,Toxic effect of other specified noxious substances eaten as food,Tox eff noxious food NEC,
+9889,Toxic effect of unspecified noxious substance eaten as food,Tox eff noxious food NOS,
+9890,Toxic effect of hydrocyanic acid and cyanides,Toxic effect cyanides,
+9891,Toxic effect of strychnine and salts,Toxic effect strychnine,
+9892,Toxic effect of chlorinated hydrocarbons,Tox eff chlor hydrocarb,
+9893,Toxic effect of organophosphate and carbamate,Tox eff organphos/carbam,
+9894,"Toxic effect of other pesticides, not elsewhere classified",Toxic eff pesticides NEC,
+9895,Toxic effect of venom,Toxic effect venom,
+9896,Toxic effect of soaps and detergents,Toxic eff soap/detergent,
+9897,Toxic effect of aflatoxin and other mycotoxin (food contaminants),Tox eff aflatox/mycotox,
+98981,Toxic effect of asbestos,Toxic effect of asbestos,
+98982,Toxic effect of latex,Toxic effect of latex,
+98983,Toxic effect of silicone,Toxic effect of silicone,
+98984,Toxic effect of tobacco,Toxic effect of tobacco,
+98989,"Toxic effect of other substance, chiefly nonmedicinal as to source, not elsewhere classified",Tox eff nonmed subst NEC,
+9899,"Toxic effect of unspecified substance, chiefly nonmedicinal as to source",Tox eff nonmed subst NOS,
+990,"Effects of radiation, unspecified",Effects radiation NOS,
+9910,Frostbite of face,Frostbite of face,
+9911,Frostbite of hand,Frostbite of hand,
+9912,Frostbite of foot,Frostbite of foot,
+9913,Frostbite of other and unspecified sites,Frostbite NEC/NOS,
+9914,Immersion foot,Immersion foot,
+9915,Chilblains,Chilblains,
+9916,Hypothermia,Hypothermia,
+9918,Other specified effects of reduced temperature,Effect reduced temp NEC,
+9919,Unspecified effect of reduced temperature,Effect reduced temp NOS,
+9920,Heat stroke and sunstroke,Heat stroke & sunstroke,
+9921,Heat syncope,Heat syncope,
+9922,Heat cramps,Heat cramps,
+9923,"Heat exhaustion, anhydrotic",Heat exhaust-anhydrotic,
+9924,Heat exhaustion due to salt depletion,Heat exhaust-salt deple,
+9925,"Heat exhaustion, unspecified",Heat exhaustion NOS,
+9926,"Heat fatigue, transient","Heat fatigue, transient",
+9927,Heat edema,Heat edema,
+9928,Other specified heat effects,Heat effect NEC,
+9929,Unspecified effects of heat and light,Heat effect NOS,
+9930,"Barotrauma, otitic","Barotrauma, otitic",
+9931,"Barotrauma, sinus","Barotrauma, sinus",
+9932,Other and unspecified effects of high altitude,Eff high altitud NEC/NOS,
+9933,Caisson disease,Caisson disease,
+9934,Effects of air pressure caused by explosion,Eff air press by explos,
+9938,Other specified effects of air pressure,Effect air pressure NEC,
+9939,Unspecified effect of air pressure,Effect air pressure NOS,
+9940,Effects of lightning,Effects of lightning,
+9941,Drowning and nonfatal submersion,Drowning/nonfatal submer,
+9942,Effects of hunger,Effects of hunger,
+9943,Effects of thirst,Effects of thirst,
+9944,Exhaustion due to exposure,Exhaustion-exposure,
+9945,Exhaustion due to excessive exertion,Exhaustion-excess exert,
+9946,Motion sickness,Motion sickness,
+9947,Asphyxiation and strangulation,Asphyxiation/strangulat,
+9948,Electrocution and nonfatal effects of electric current,Effects electric current,
+9949,Other effects of external causes,Effect external caus NEC,
+9950,Other anaphylactic reaction,Other anaphylactic react,
+9951,"Angioneurotic edema, not elsewhere classified",Angioneurotic edema,
+99520,"Unspecified adverse effect of unspecified drug, medicinal and biological substance",Adv eff med/biol sub NOS,
+99521,Arthus phenomenon,Arthus phenomenon,
+99522,Unspecified adverse effect of anesthesia,Adv eff anesthesia NOS,
+99523,Unspecified adverse effect of insulin,Adverse eff insulin NOS,
+99524,Failed moderate sedation during procedure,Fail mod sedate dur proc,
+99527,Other drug allergy,Drug allergy NEC,
+99529,"Unspecified adverse effect of other drug, medicinal and biological substance",Adv eff med/biol NEC/NOS,
+9953,"Allergy, unspecified, not elsewhere classified","Allergy, unspecified",
+9954,"Shock due to anesthesia, not elsewhere classified",Shock due to anesthesia,
+99550,"Child abuse, unspecified",Child abuse NOS,
+99551,Child emotional/psychological abuse,Child emotnl/psych abuse,
+99552,Child neglect (nutritional),Child neglect-nutrition,
+99553,Child sexual abuse,Child sexual abuse,
+99554,Child physical abuse,Child physical abuse,
+99555,Shaken baby syndrome,Shaken infant syndrome,
+99559,Other child abuse and neglect,Child abuse/neglect NEC,
+99560,Anaphylactic reaction due to unspecified food,Anphylct react food NOS,
+99561,Anaphylactic reaction due to peanuts,Anphylct react peanuts,
+99562,Anaphylactic reaction due to crustaceans,Anphylct react crstacns,
+99563,Anaphylactic reaction due to fruits and vegetables,Anphylct react frts veg,
+99564,Anaphylactic reaction due to tree nuts and seeds,Anphyl react tr nts seed,
+99565,Anaphylactic reaction due to fish,Anphylct reaction fish,
+99566,Anaphylactic reaction due to food additives,Anphylct react food addv,
+99567,Anaphylactic reaction due to milk products,Anphylct react milk prod,
+99568,Anaphylactic reaction due to eggs,Anphylct reaction eggs,
+99569,Anaphylactic reaction due to other specified food,Anphyl react oth sp food,
+9957,"Other adverse food reactions, not elsewhere classified",Adverse food react NEC,
+99580,"Adult maltreatment, unspecified",Adult maltreatment NOS,
+99581,Adult physical abuse,Adult physical abuse,
+99582,Adult emotional/psychological abuse,Adult emotnl/psych abuse,
+99583,Adult sexual abuse,Adult sexual abuse,
+99584,Adult neglect (nutritional),Adult neglect-nutrition,
+99585,Other adult abuse and neglect,Oth adult abuse/neglect,
+99586,Malignant hyperthermia,Malignant hyperthermia,
+99589,"Other specified adverse effects, not elsewhere classified",Adverse effect NEC,
+99590,"Systemic inflammatory response syndrome, unspecified","SIRS, NOS",
+99591,Sepsis,Sepsis,
+99592,Severe sepsis,Severe sepsis,
+99593,Systemic inflammatory response syndrome due to noninfectious process without acute organ dysfunction,SIRS-noninf w/o ac or ds,
+99594,Systemic inflammatory response syndrome due to noninfectious process with acute organ dysfunction,SIRS-noninf w ac org dys,
+99600,"Mechanical complication of unspecified cardiac device, implant, and graft",Malfunc card dev/grf NOS,
+99601,Mechanical complication due to cardiac pacemaker (electrode),Malfunc cardiac pacemake,
+99602,Mechanical complication due to heart valve prosthesis,Malfunc prosth hrt valve,
+99603,Mechanical complication due to coronary bypass graft,Malfunc coron bypass grf,
+99604,Mechanical complication of automatic implantable cardiac defibrillator,Mch cmp autm mplnt dfbrl,
+99609,"Other mechanical complication of cardiac device, implant, and graft",Malfunc card dev/grf NEC,
+9961,"Mechanical complication of other vascular device, implant, and graft",Malfunc vasc device/graf,
+9962,"Mechanical complication of nervous system device, implant, and graft",Malfun neuro device/graf,
+99630,"Mechanical complication of unspecified genitourinary device, implant, and graft",Malfunc gu dev/graft NOS,
+99631,Mechanical complication due to urethral (indwelling) catheter,Malfunc urethral cath,
+99632,Mechanical complication due to intrauterine contraceptive device,Malfunction iud,
+99639,"Other mechanical complication of genitourinary device, implant, and graft",Malfunc gu dev/graft NEC,
+99640,"Unspecified mechanical complication of internal orthopedic device, implant, and graft",Cmp int orth dev/gft NOS,
+99641,Mechanical loosening of prosthetic joint,Mech loosening pros jt,
+99642,Dislocation of prosthetic joint,Dislocate prosthetic jt,
+99643,Broken prosthetic joint implant,Broke prosthtc jt implnt,
+99644,Peri-prosthetic fracture around prosthetic joint,Periprosthetc fx-pros jt,
+99645,Peri-prosthetic osteolysis,Periprosthetc osteolysis,
+99646,Articular bearing surface wear of prosthetic joint,Articular wear prosth jt,
+99647,Other mechanical complication of prosthetic joint implant,Mech com pros jt implant,
+99649,"Other mechanical complication of other internal orthopedic device, implant, and graft",Mech com orth dev NEC,
+99651,Mechanical complication due to corneal graft,Corneal grft malfunction,
+99652,"Mechanical complication due to graft of other tissue, not elsewhere classified",Oth tissue graft malfunc,
+99653,Mechanical complication due to ocular lens prosthesis,Lens prosthesis malfunc,
+99654,Mechanical complication due to breast prosthesis,Breast prosth malfunc,
+99655,Mechanical complication due to artificial skin graft and decellularized allodermis,Comp-artificial skin grf,
+99656,Mechanical complication due to peritoneal dialysis catheter,Comp-periton dialys cath,
+99657,Mechanical complication due to insulin pump,Complcation-insulin pump,
+99659,"Mechanical complication due to other implant and internal device, not elsewhere classified",Malfunc oth device/graft,
+99660,"Infection and inflammatory reaction due to unspecified device, implant, and graft",Reaction-unsp devic/grft,
+99661,"Infection and inflammatory reaction due to cardiac device, implant, and graft",React-cardiac dev/graft,
+99662,"Infection and inflammatory reaction due to other vascular device, implant, and graft",React-oth vasc dev/graft,
+99663,"Infection and inflammatory reaction due to nervous system device, implant, and graft",React-nerv sys dev/graft,
+99664,Infection and inflammatory reaction due to indwelling urinary catheter,React-indwell urin cath,
+99665,"Infection and inflammatory reaction due to other genitourinary device, implant, and graft",React-oth genitourin dev,
+99666,Infection and inflammatory reaction due to internal joint prosthesis,React-inter joint prost,
+99667,"Infection and inflammatory reaction due to other internal orthopedic device, implant, and graft",React-oth int ortho dev,
+99668,Infection and inflammatory reaction due to peritoneal dialysis catheter,React-periton dialy cath,
+99669,"Infection and inflammatory reaction due to other internal prosthetic device, implant, and graft",React-int pros devic NEC,
+99670,"Other complications due to unspecified device, implant, and graft",Comp-unsp device/graft,
+99671,Other complications due to heart valve prosthesis,Comp-heart valve prosth,
+99672,"Other complications due to other cardiac device, implant, and graft",Comp-oth cardiac device,
+99673,"Other complications due to renal dialysis device, implant, and graft",Comp-ren dialys dev/grft,
+99674,"Other complications due to other vascular device, implant, and graft",Comp-oth vasc dev/graft,
+99675,"Other complications due to nervous system device, implant, and graft",Comp-nerv sys dev/graft,
+99676,"Other complications due to genitourinary device, implant, and graft",Comp-genitourin dev/grft,
+99677,Other complications due to internal joint prosthesis,Comp-internal joint pros,
+99678,"Other complications due to other internal orthopedic device, implant, and graft",Comp-oth int ortho devic,
+99679,"Other complications due to other internal prosthetic device, implant, and graft",Comp-int prost devic NEC,
+99680,"Complications of transplanted organ, unspecified",Comp organ transplnt NOS,
+99681,Complications of transplanted kidney,Compl kidney transplant,
+99682,Complications of transplanted liver,Compl liver transplant,
+99683,Complications of transplanted heart,Compl heart transplant,
+99684,Complications of transplanted lung,Compl lung transplant,
+99685,Complications of transplanted bone marrow,Compl marrow transplant,
+99686,Complications of transplanted pancreas,Compl pancreas transplnt,
+99687,Complications of transplanted intestine,Comp intestine transplnt,
+99688,"Complications of transplanted organ, stem cell",Comp tp organ-stem cell,
+99689,Complications of other specified transplanted organ,Comp oth organ transplnt,
+99690,Complications of unspecified reattached extremity,Comp reattach extrem NOS,
+99691,Complications of reattached forearm,Compl reattached forearm,
+99692,Complications of reattached hand,Compl reattached hand,
+99693,Complications of reattached finger(s),Compl reattached finger,
+99694,"Complications of reattached upper extremity, other and unspecified",Compl reattached arm NEC,
+99695,Complication of reattached foot and toe(s),Compl reattached foot,
+99696,"Complication of reattached lower extremity, other and unspecified",Compl reattached leg NEC,
+99699,Complication of other specified reattached body part,Compl reattach part NEC,
+99700,"Nervous system complication, unspecified",Nervous syst complc NOS,
+99701,Central nervous system complication,Surg complication - cns,
+99702,Iatrogenic cerebrovascular infarction or hemorrhage,Iatrogen CV infarc/hmrhg,
+99709,Other nervous system complications,Surg comp nerv systm NEC,
+9971,"Cardiac complications, not elsewhere classified",Surg compl-heart,
+9972,"Peripheral vascular complications, not elsewhere classified",Surg comp-peri vasc syst,
+99731,Ventilator associated pneumonia,Ventltr assoc pneumonia,
+99732,Postprocedural aspiration pneumonia,Postproc aspiration pneu,
+99739,Other respiratory complications,Respiratory comp NEC,
+99741,Retained cholelithiasis following cholecystectomy,Ret cholelh fol cholecys,
+99749,Other digestive system complications,Oth digestv system comp,
+9975,"Urinary complications, not elsewhere classified",Surg compl-urinary tract,
+99760,Unspecified complication of amputation stump,Amputat stump compl NOS,
+99761,Neuroma of amputation stump,Neuroma amputation stump,
+99762,Infection (chronic) of amputation stump,Infection amputat stump,
+99769,Other amputation stump complication,Amputat stump compl NEC,
+99771,Vascular complications of mesenteric artery,Vasc comp mesenteric art,
+99772,Vascular complications of renal artery,Vasc comp renal artery,
+99779,Vascular complications of other vessels,Vascular comp vessel NEC,
+99791,"Complications affecting other specified body systems, not elsewhere classified, hypertension",Surg comp - hypertension,
+99799,"Complications affecting other specified body systems, not elsewhere classified",Surg compl-body syst NEC,
+99800,"Postoperative shock, unspecified","Postoperative shock, NOS",
+99801,"Postoperative shock, cardiogenic","Postop shock,cardiogenic",
+99802,"Postoperative shock, septic","Postop shock, septic",
+99809,"Postoperative shock, other","Postop shock, other",
+99811,Hemorrhage complicating a procedure,Hemorrhage complic proc,
+99812,Hematoma complicating a procedure,Hematoma complic proc,
+99813,Seroma complicating a procedure,Seroma complicting proc,
+9982,"Accidental puncture or laceration during a procedure, not elsewhere classified",Accidental op laceration,
+99830,"Disruption of wound, unspecified",Wound disruption NOS,
+99831,Disruption of internal operation (surgical) wound,Disrup internal op wound,
+99832,Disruption of external operation (surgical) wound,Disrup-external op wound,
+99833,Disruption of traumatic injury wound repair,Disrpt trauma wound repr,
+9984,Foreign body accidentally left during a procedure,FB left during procedure,
+99851,Infected postoperative seroma,Infected postop seroma,
+99859,Other postoperative infection,Other postop infection,
+9986,Persistent postoperative fistula,Persist postop fistula,
+9987,Acute reaction to foreign substance accidentally left during a procedure,Postop forgn subst react,
+99881,Emphysema (subcutaneous) (surgical) resulting from procedure,Emphysema rsult frm proc,
+99882,Cataract fragments in eye following cataract surgery,Ctrct frgmt frm ctr surg,
+99883,Non-healing surgical wound,Non-healing surgcl wound,
+99889,Other specified complications of procedures not elsewhere classified,Oth spcf cmplc procd NEC,
+9989,"Unspecified complication of procedure, not elsewhere classified",Surgical complicat NOS,
+9990,"Generalized vaccinia as a complication of medical care, not elsewhere classified",Generalized vaccinia,
+9991,"Air embolism as a complication of medical care, not elsewhere classified",Air embol comp med care,
+9992,"Other vascular complications of medical care, not elsewhere classified",Vasc comp med care NEC,
+99931,Other and unspecified infection due to central venous catheter,Oth/uns inf-cen ven cath,
+99932,Bloodstream infection due to central venous catheter,Blood inf dt cen ven cth,
+99933,Local infection due to central venous catheter,Lcl inf dt cen ven cth,
+99934,"Acute infection following transfusion, infusion, or injection of blood and blood products","Ac inf fol trans,inf bld",
+99939,"Infection following other infusion, injection, transfusion, or vaccination",Infect fol infus/inj/vac,
+99941,Anaphylactic reaction due to administration of blood and blood products,Anaphyl d/t adm bld/prod,
+99942,Anaphylactic reaction due to vaccination,Anaphyl react d/t vaccin,
+99949,Anaphylactic reaction due to other serum,Anaph react d/t ot serum,
+99951,Other serum reaction due to administration of blood and blood products,Ot serum react d/t blood,
+99952,Other serum reaction due to vaccination,Ot serum react d/t vacc,
+99959,Other serum reaction,Other serum reaction,
+99960,"ABO incompatibility reaction, unspecified",Abo incompat react NOS,
+99961,ABO incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Abo incomp/HTR NEC,
+99962,ABO incompatibility with acute hemolytic transfusion reaction,Abo incompat/acute HTR,
+99963,ABO incompatibility with delayed hemolytic transfusion reaction,Abo incompat/delay HTR,
+99969,Other ABO incompatibility reaction,Abo incompat reactn NEC,
+99970,"Rh incompatibility reaction, unspecified",Rh incompat reaction NOS,
+99971,Rh incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Rh incomp/HTR NEC,
+99972,Rh incompatibility with acute hemolytic transfusion reaction,Rh incompat/acute HTR,
+99973,Rh incompatibility with delayed hemolytic transfusion reaction,Rh incompat/delay HTR,
+99974,Other Rh incompatibility reaction,Rh incompat reaction NEC,
+99975,"Non-ABO incompatibility reaction, unspecified",Non-abo incomp react NOS,
+99976,Non-ABO incompatibility with hemolytic transfusion reaction not specified as acute or delayed,Non-abo incomp/HTR NEC,
+99977,Non-ABO incompatibility with acute hemolytic transfusion reaction,Non-abo incomp/acute HTR,
+99978,Non-ABO incompatibility with delayed hemolytic transfusion reaction,Non-abo incomp/delay HTR,
+99979,Other non-ABO incompatibility reaction,Non-abo incomp react NEC,
+99980,"Transfusion reaction, unspecified",Transfusion reaction NOS,
+99981,Extravasation of vesicant chemotherapy,Extravstn vesicant chemo,
+99982,Extravasation of other vesicant agent,Extravasn vesicant NEC,
+99983,"Hemolytic transfusion reaction, incompatibility unspecified",Hemolytc trans react NOS,
+99984,"Acute hemolytic transfusion reaction, incompatibility unspecified",Acute HTR NOS,
+99985,"Delayed hemolytic transfusion reaction, incompatibility unspecified",Delayed HTR NOS,
+99988,Other infusion reaction,Infusion reaction NEC,
+99989,Other transfusion reaction,Transfusion reaction NEC,
+9999,"Other and unspecified complications of medical care, not elsewhere classified",Complic med care NEC/NOS,
+E0000,Civilian activity done for income or pay,Civilian activity-income,
+E0001,Military activity,Military activity,
+E0002,Volunteer activity,Volunteer activity,
+E0008,Other external cause status,Externl cause status NEC,
+E0009,Unspecified external cause status,Externl cause status NOS,
+E0010,"Activities involving walking, marching and hiking","Walking,marching,hiking",
+E0011,Activities involving running,Running,
+E0020,Activities involving swimming,Swimming,
+E0021,Activities involving springboard and platform diving,Springboard/platfrm dive,
+E0022,Activities involving water polo,Water polo,
+E0023,Activities involving water aerobics and water exercise,Water aerobics/exercise,
+E0024,Activities involving underwater diving and snorkeling,Underwater dive/snorkel,
+E0025,"Activities involving rowing, canoeing, kayaking, rafting and tubing","Row,canoe,kayk,raft,tube",
+E0026,Activities involving water skiing and wake boarding,Water ski/wake boarding,
+E0027,"Activities involving surfing, windsurfing and boogie boarding","Surf,windsrf,boogie brd",
+E0028,Activities involving water sliding,Water sliding,
+E0029,Other activity involving water and watercraft,Water/watercraft,
+E0030,Activities involving ice skating,Ice Skating,
+E0031,Activities involving ice hockey,Ice hockey,
+E0032,"Activities involving snow (alpine) (downhill) skiing, snow boarding, sledding, tobogganing and snow tubing","Ski,snow brd,sled,tobagn",
+E0033,Activities involving cross country skiing,Cross country skiing,
+E0039,Other activity involving ice and snow,Ice and snow,
+E0040,"Activities involving mountain climbing, rock climbing and wall climbing","Mountain,rock/wall climb",
+E0041,Activities involving rappelling,Rappelling,
+E0042,Activities involving BASE jumping,BASE jumping,
+E0043,Activities involving bungee jumping,Bungee jumping,
+E0044,Activities involving hang gliding,Hang gliding,
+E0049,"Other activity involving climbing, rappelling and jumping off","Climb,rappell,jump off",
+E0050,Activities involving dancing,Dancing,
+E0051,Activities involving yoga,Yoga,
+E0052,Activities involving gymnastics,Gymnastics,
+E0053,Activities involving trampoline,Trampoline,
+E0054,Activities involving cheerleading,Cheerleading,
+E0059,Other activity involving dancing and other rhythmic movements,"Dancing,rhythm movements",
+E0060,Activities involving roller skating (inline) and skateboarding,"Roller skate,skateboard",
+E0061,Activities involving horseback riding,Horseback riding,
+E0062,Activities involving golf,Golf,
+E0063,Activities involving bowling,Bowling,
+E0064,Activities involving bike riding,Bike riding,
+E0065,Activities involving jumping rope,Jumping rope,
+E0066,Activities involving non-running track and field events,Non-running track/field,
+E0069,Other activity involving other sports and athletics played individually,"Individ sports,athletics",
+E0070,Activities involving american tackle football,Tackle football,
+E0071,Activities involving american flag or touch football,Amer flag/touch football,
+E0072,Activities involving rugby,Rugby,
+E0073,Activities involving baseball,Baseball,
+E0074,Activities involving lacrosse and field hockey,"Lacrosse,field hockey",
+E0075,Activities involving soccer,Soccer,
+E0076,Activities involving basketball,Basketball,
+E0077,Activities involving volleyball (beach) (court),"Volleyball (beach,court)",
+E0078,"Activities involving physical games generally associated with school recess, summer camp and children","School recess,camp",
+E0079,Other activity involving other sports and athletes played as a team or group,"Team sports,athletes",
+E0080,Activities involving boxing,Boxing,
+E0081,Activities involving wrestling,Wrestling,
+E0082,Activities involving racquet and hand sports,Racquet/hand sports,
+E0083,Activities involving frisbee,Frisbee,
+E0084,Activities involving martial arts,Martial arts,
+E0089,Other specified sports and athletics activity,"Sports,athletics NEC",
+E0090,Activity involving exercise machines primarily for cardiorespiratory conditioning,Exercise mach(cardiorsp),
+E0091,Activity involving calisthenics,Calisthenics,
+E0092,Activity involving aerobic and step exercise,"Aerobic,step exercise",
+E0093,Activity involving circuit training,Circuit training,
+E0094,Activity involving obstacle course,Obstacle course,
+E0095,Activity involving grass drills,Grass drills,
+E0099,Other activity involving cardiorespiratory exercise,Cardioresp exercise NEC,
+E0100,Activity involving exercise machines primarily for muscle strengthening,Muscle strength mach,
+E0101,"Activity involving push-ups, pull-ups, sit-ups","Push-ups,pull-ups,sit-up",
+E0102,Activity involving free weights,Free weights,
+E0103,Activity involving pilates,Pilates,
+E0109,Other activity involving other muscle strengthening exercises,Muscle strength exer NEC,
+E0110,Activities involving computer keyboarding,Computer keyboarding,
+E0111,Activities involving hand held interactive electronic device,Handheld interac elec dv,
+E0119,Other activity involving computer technology and electronic devices,Computer tech NEC,
+E0120,Activities involving knitting and crocheting,Knitting & crocheting,
+E0121,Activities involving sewing,Sewing,
+E0122,Activities involving furniture building and finishing,Furniture build/finish,
+E0129,Activity involving other arts and handcrafts,Arts & handcrafts NEC,
+E0130,Activities involving personal bathing and showering,Personal bathing/shower,
+E0131,Activities involving laundry,Laundry,
+E0132,Activities involving vacuuming,Vacuuming,
+E0133,Activities involving ironing,Ironing,
+E0134,Activities involving floor mopping and cleaning,Floor mopping/cleaning,
+E0135,Activities involving residential relocation,Residential relocation,
+E0138,Other personal hygiene activity,Personal hygiene NEC,
+E0139,Other household maintenance,Househld maintenance NEC,
+E0140,Caregiving involving bathing,Caregiving-bathing,
+E0141,Caregiving involving lifting,Caregiving-lifting,
+E0149,Other activity involving person providing caregiving,Caregiving NEC,
+E0150,Activities involving food preparation and clean up,Food prep & cleanup,
+E0151,Activities involving grilling and smoking food,Grilling & smoking food,
+E0152,Activities involving cooking and baking,Cooking & baking,
+E0159,Other activity involving cooking and grilling,Cooking & grilling NEC,
+E0160,"Activities involving digging, shoveling and raking","Digging,shovel,rake",
+E0161,Activities involving gardening and landscaping,Gardening/landscaping,
+E0162,Activities involving building and construction,Building & construction,
+E0169,"Other activity involving property and land maintenance, building and construction",Land maintain/cnstrt NEC,
+E0170,Roller coaster riding,Roller coaster riding,
+E0179,Other activity involving external motion,External motion NEC,
+E0180,Activities involving piano playing,Piano playing,
+E0181,Activities involving drum and other percussion instrument playing,Drum/percussion playing,
+E0182,Activities involving string instrument playing,String instrument play,
+E0183,Activities involving winds and brass instrument playing,Winds/brass instru play,
+E0190,Activities involving walking an animal,Walking an animal,
+E0191,Activities involving milking an animal,Milking an animal,
+E0192,Activities involving grooming and shearing an animal,Groom/shearing animal,
+E0199,Other activity involving animal care,Animal care NEC,
+E0290,Refereeing a sports activity,Refereeing sports,
+E0291,Spectator at an event,Spectator at event,
+E0292,Rough housing and horseplay,Rough housing/horseplay,
+E0299,Other activity,Activity NEC,
+E030,Unspecified activity,Activity NOS,
+E8000,Railway accident involving collision with rolling stock and injuring railway employee,RR collision NOS-employ,
+E8001,Railway accident involving collision with rolling stock and injuring passenger on railway,RR coll NOS-passenger,
+E8002,Railway accident involving collision with rolling stock and injuring pedestrian,RR coll NOS-pedestrian,
+E8003,Railway accident involving collision with rolling stock and injuring pedal cyclist,RR coll NOS-ped cyclist,
+E8008,Railway accident involving collision with rolling stock and injuring other specified person,RR coll NOS-person NEC,
+E8009,Railway accident involving collision with rolling stock and injuring unspecified person,RR coll NOS-person NOS,
+E8010,Railway accident involving collision with other object and injuring railway employee,RR coll w oth obj-employ,
+E8011,Railway accident involving collision with other object and injuring passenger on railway,RR coll w oth obj-pasngr,
+E8012,Railway accident involving collision with other object and injuring pedestrian,RR coll w oth obj-pedest,
+E8013,Railway accident involving collision with other object and injuring pedal cyclist,RR coll w oth obj-cycl,
+E8018,Railway accident involving collision with other object and injuring other specified person,RR col w oth obj-per NEC,
+E8019,Railway accident involving collision with other object and injuring unspecified person,RR col w oth obj-per NOS,
+E8020,Railway accident involving derailment without antecedent collision injuring railway employee,RR acc w derail-employee,
+E8021,Railway accident involving derailment without antecedent collision injuring passenger on railway,RR acc w derail-passeng,
+E8022,Railway accident involving derailment without antecedent collision injuring pedestrian,RR acc w derail-pedest,
+E8023,Railway accident involving derailment without antecedent collision injuring pedal cyclist,RR acc w derail-ped cycl,
+E8028,Railway accident involving derailment without antecedent collision injuring other specified person,RR acc w derail-pers NEC,
+E8029,Railway accident involving derailment without antecedent collision injuring unspecified person,RR acc w derail-pers NOS,
+E8030,"Railway accident involving explosion, fire, or burning injuring railway employee",RR acc w explosion-empl,
+E8031,"Railway accident involving explosion, fire, or burning injuring passenger on railway",RR acc w explos-pasngr,
+E8032,"Railway accident involving explosion, fire, or burning injuring pedestrian",RR acc w explos-pedest,
+E8033,"Railway accident involving explosion, fire, or burning injuring pedal cyclist",RR acc w explos-ped cycl,
+E8038,"Railway accident involving explosion, fire, or burning injuring other specified person",RR acc w explos-pers NEC,
+E8039,"Railway accident involving explosion, fire, or burning injuring unspecified person",RR acc w explos-pers NOS,
+E8040,"Fall in, on, or from railway train injuring railway employee",Fall on/from train-empl,
+E8041,"Fall in, on, or from railway train injuring passenger on railway",Fall from train-passengr,
+E8042,"Fall in, on, or from railway train injuring pedestrian",Fall from train-pedest,
+E8043,"Fall in, on, or from railway train injuring pedal cyclist",Fall from train-ped cycl,
+E8048,"Fall in, on, or from railway train injuring other specified person",Fall from train-pers NEC,
+E8049,"Fall in, on, or from railway train injuring unspecified person",Fall from train-pers NOS,
+E8050,Railway employee hit by rolling stock,Hit by train-employee,
+E8051,Passenger on railway hit by rolling stock,Hit by train-passenger,
+E8052,Pedestrian hit by rolling stock,Hit by train-pedestrian,
+E8053,Pedal cyclist hit by rolling stock,Hit by train-ped cyclist,
+E8058,Other specified person hit by rolling stock,Hit by train-person NEC,
+E8059,Unspecified person hit by rolling stock,Hit by train-person NOS,
+E8060,Other specified railway accident injuring railway employee,RR acc NEC-employee,
+E8061,Other specified railway accident injuring passenger on railway,RR acc NEC-passenger,
+E8062,Other specified railway accident injuring pedestrian,RR acc NEC-pedestrian,
+E8063,Other specified railway accident injuring pedal cyclist,RR acc NEC-ped cyclist,
+E8068,Other specified railway accident injuring other specified person,RR acc NEC-person NEC,
+E8069,Other specified railway accident injuring unspecified person,RR acc NEC-person NOS,
+E8070,Railway accident of unspecified nature injuring railway employee,RR accident NOS-employee,
+E8071,Railway accident of unspecified nature injuring passenger on railway,RR acc NOS-passenger,
+E8072,Railway accident of unspecified nature injuring pedestrian,RR acc NOS-pedestrian,
+E8073,Railway accident of unspecified nature injuring pedal cyclist,RR acc NOS-ped cyclist,
+E8078,Railway accident of unspecified nature injuring other specified person,RR acc NOS-person NEC,
+E8079,Railway accident of unspecified nature injuring unspecified person,RR acc NOS-person NOS,
+E8100,Motor vehicle traffic accident involving collision with train injuring driver of motor vehicle other than motorcycle,Mv-train coll-driver,
+E8101,Motor vehicle traffic accident involving collision with train injuring passenger in motor vehicle other than motorcycle,Mv-train coll-pasngr,
+E8102,Motor vehicle traffic accident involving collision with train injuring motorcyclist,Mv-train coll-motorcycl,
+E8103,Motor vehicle traffic accident involving collision with train injuring passenger on motorcycle,Mv-train coll-mcycl psgr,
+E8104,Motor vehicle traffic accident involving collision with train injuring occupant of streetcar,Mv-train coll-st car,
+E8105,Motor vehicle traffic accident involving collision with train injuring rider of animal; occupant of animal-drawn vehicle,Mv-train coll-anim rid,
+E8106,Motor vehicle traffic accident involving collision with train injuring pedal cyclist,Mv-train coll-ped cycl,
+E8107,Motor vehicle traffic accident involving collision with train injuring pedestrian,Mv-train coll-pedest,
+E8108,Motor vehicle traffic accident involving collision with train injuring other specified person,Mv-train coll-pers NEC,
+E8109,Motor vehicle traffic accident involving collision with train injuring unspecified person,Mv-train coll-pers NOS,
+E8110,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring driver of motor vehicle other than motorcycle,Reentrant mv coll-driver,
+E8111,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring passenger in motor vehicle other than motorcycle,Reentrant mv coll-pasngr,
+E8112,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring motorcyclist,Reentrant coll-motcycl,
+E8113,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring passenger on motorcycle,Reentrant coll-mcyc psgr,
+E8114,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring occupant of streetcar,Reentrant coll-st car,
+E8115,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Reentrant coll-anim rid,
+E8116,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring pedal cyclist,Reentrant coll-ped cycl,
+E8117,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring pedestrian,Reentrant coll-pedest,
+E8118,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring other specified person,Reentrant coll-pers NEC,
+E8119,Motor vehicle traffic accident involving re-entrant collision with another motor vehicle injuring unspecified person,Reentrant coll-pers NOS,
+E8120,Other motor vehicle traffic accident involving collision with motor vehicle injuring driver of motor vehicle other than motorcycle,Mv collision NOS-driver,
+E8121,Other motor vehicle traffic accident involving collision with motor vehicle injuring passenger in motor vehicle other than motorcycle,Mv collision NOS-pasngr,
+E8122,Other motor vehicle traffic accident involving collision with motor vehicle injuring motorcyclist,Mv collis NOS-motorcycl,
+E8123,Other motor vehicle traffic accident involving collision with motor vehicle injuring passenger on motorcycle,Mv coll NOS-mcycl psngr,
+E8124,Other motor vehicle traffic accident involving collision with motor vehicle injuring occupant of streetcar,Mv collision NOS-st car,
+E8125,Other motor vehicle traffic accident involving collision with motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Mv coll NOS-anim rid,
+E8126,Other motor vehicle traffic accident involving collision with motor vehicle injuring pedal cyclist,Mv coll NOS-ped cycl,
+E8127,Other motor vehicle traffic accident involving collision with motor vehicle injuring pedestrian,Mv collision NOS-pedest,
+E8128,Other motor vehicle traffic accident involving collision with motor vehicle injuring other specified person,Mv collis NOS-pers NEC,
+E8129,Other motor vehicle traffic accident involving collision with motor vehicle injuring unspecified person,Mv collis NOS-pers NOS,
+E8130,Motor vehicle traffic accident involving collision with other vehicle injuring driver of motor vehicle other than motorcycle,Mv-oth veh coll-driver,
+E8131,Motor vehicle traffic accident involving collision with other vehicle injuring passenger in motor vehicle other than motorcycle,Mv-oth veh coll-pasngr,
+E8132,Motor vehicle traffic accident involving collision with other vehicle injuring motorcyclist,Mv-oth veh coll-motcycl,
+E8133,Motor vehicle traffic accident involving collision with other vehicle injuring passenger on motorcycle,Mv-oth veh coll-mcyc psg,
+E8134,Motor vehicle traffic accident involving collision with other vehicle injuring occupant of streetcar,Mv-oth veh coll-st car,
+E8135,Motor vehicle traffic accident involving collision with other vehicle injuring rider of animal; occupant of animal-drawn vehicle,Mv-oth veh coll-anim rid,
+E8136,Motor vehicle traffic accident involving collision with other vehicle injuring pedal cyclist,Mv-oth veh coll-ped cycl,
+E8137,Motor vehicle traffic accident involving collision with other vehicle injuring pedestrian,Mv-oth veh coll-pedest,
+E8138,Motor vehicle traffic accident involving collision with other vehicle injuring other specified person,Mv-oth veh coll-pers NEC,
+E8139,Motor vehicle traffic accident involving collision with other vehicle injuring unspecified person,Mv-oth veh coll-pers NOS,
+E8140,Motor vehicle traffic accident involving collision with pedestrian injuring driver of motor vehicle other than motorcycle,Mv coll w pedest-driver,
+E8141,Motor vehicle traffic accident involving collision with pedestrian injuring passenger in motor vehicle other than motorcycle,Mv coll w pedest-pasngr,
+E8142,Motor vehicle traffic accident involving collision with pedestrian injuring motorcyclist,Mv coll w pedest-motcycl,
+E8143,Motor vehicle traffic accident involving collision with pedestrian injuring passenger on motorcycle,Mv coll w ped-mcycl psgr,
+E8144,Motor vehicle traffic accident involving collision with pedestrian injuring occupant of streetcar,Mv coll w pedest-st car,
+E8145,Motor vehicle traffic accident involving collision with pedestrian injuring rider of animal; occupant of animal drawn vehicle,Mv coll w ped-anim rid,
+E8146,Motor vehicle traffic accident involving collision with pedestrian injuring pedal cyclist,Mv coll w ped-ped cycl,
+E8147,Motor vehicle traffic accident involving collision with pedestrian injuring pedestrian,Mv coll w pedest-pedest,
+E8148,Motor vehicle traffic accident involving collision with pedestrian injuring other specified person,Mv coll w pedes-pers NEC,
+E8149,Motor vehicle traffic accident involving collision with pedestrian injuring unspecified person,Mv coll w pedes-pers NOS,
+E8150,Other motor vehicle traffic accident involving collision on the highway injuring driver of motor vehicle other than motorcycle,Mv coll w oth obj-driver,
+E8151,Other motor vehicle traffic accident involving collision on the highway injuring passenger in motor vehicle other than motorcycle,Mv coll w oth obj-pasngr,
+E8152,Other motor vehicle traffic accident involving collision on the highway injuring motorcyclist,Mv coll w oth obj-mocycl,
+E8153,Other motor vehicle traffic accident involving collision on the highway injuring passenger on motorcycle,Mv coll w obj-mcycl psgr,
+E8154,Other motor vehicle traffic accident involving collision on the highway injuring occupant of streetcar,Mv coll w obj-st car,
+E8155,Other motor vehicle traffic accident involving collision on the highway injuring rider of animal; occupant of animal-drawn vehicle,Mv coll w obj-anim rider,
+E8156,Other motor vehicle traffic accident involving collision on the highway injuring pedal cyclist,Mv coll w obj-ped cycl,
+E8157,Other motor vehicle traffic accident involving collision on the highway injuring pedestrian,Mv coll w obj-pedest,
+E8158,Other motor vehicle traffic accident involving collision on the highway injuring other specified person,Mv coll w obj-pers NEC,
+E8159,Other motor vehicle traffic accident involving collision on the highway injuring unspecified person,Mv coll w obj-pers NOS,
+E8160,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring driver of motor vehicle other than motorcycle",Loss control mv acc-driv,
+E8161,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring passenger in motor vehicle other than motorcycle",Loss control mv acc-psgr,
+E8162,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring motorcyclist",Loss control mv-mocycl,
+E8163,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring passenger on motorcycle",Loss control mv-mcyc psg,
+E8164,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring occupant of streetcar",Loss cont mv acc-st car,
+E8165,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring rider of animal; occupant of animal-drawn vehicle",Loss cont mv-anim rider,
+E8166,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring pedal cyclist",Loss control mv-ped cycl,
+E8167,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring pedestrian",Loss control mv-pedest,
+E8168,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring other specified person",Loss control mv-pers NEC,
+E8169,"Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring unspecified person",Loss control mv-pers NOS,
+E8170,Noncollision motor vehicle traffic accident while boarding or alighting injuring driver of motor vehicle other than motorcycle,Mv acc board/alight-driv,
+E8171,Noncollision motor vehicle traffic accident while boarding or alighting injuring passenger in motor vehicle other than motorcycle,Mv acc board/alight-psgr,
+E8172,Noncollision motor vehicle traffic accident while boarding or alighting injuring motorcyclist,Mv board/alight-motcycl,
+E8173,Noncollision motor vehicle traffic accident while boarding or alighting injuring passenger on motorcycle,Mv brd/alight-mcycl psgr,
+E8174,Noncollision motor vehicle traffic accident while boarding or alighting injuring occupant of streetcar,Mv acc brd/alight-st car,
+E8175,Noncollision motor vehicle traffic accident while boarding or alighting injuring rider of animal; occupant of animal-drawn vehicle,Mv brd/alight-anim rider,
+E8176,Noncollision motor vehicle traffic accident while boarding or alighting injuring pedal cyclist,Mv brd/alight-ped cycl,
+E8177,Noncollision motor vehicle traffic accident while boarding or alighting injuring pedestrian,Mv brd/alight-pedestrian,
+E8178,Noncollision motor vehicle traffic accident while boarding or alighting injuring other specified person,Mv board/alight-pers NEC,
+E8179,Noncollision motor vehicle traffic accident while boarding or alighting injuring unspecified person,Mv board/alight-pers NOS,
+E8180,Other noncollision motor vehicle traffic accident injuring driver of motor vehicle other than motorcycle,Mv traff acc NEC-driver,
+E8181,Other noncollision motor vehicle traffic accident injuring passenger in motor vehicle other than motorcycle,Mv traff acc NEC-pasngr,
+E8182,Other noncollision motor vehicle traffic accident injuring motorcyclist,Mv traff acc NEC-mocycl,
+E8183,Other noncollision motor vehicle traffic accident injuring passenger on motorcycle,Mv traff acc-mcycl psgr,
+E8184,Other noncollision motor vehicle traffic accident injuring occupant of streetcar,Mv traff acc NEC-st car,
+E8185,Other noncollision motor vehicle traffic accident injuring rider of animal; occupant of animal-drawn vehicle,Mv traff acc-anim rider,
+E8186,Other noncollision motor vehicle traffic accident injuring pedal cyclist,Mv traff acc-ped cyc,
+E8187,Other noncollision motor vehicle traffic accident injuring pedestrian,Mv traff acc NEC-pedest,
+E8188,Other noncollision motor vehicle traffic accident injuring other specified person,Mv traff acc-pers NEC,
+E8189,Other noncollision motor vehicle traffic accident injuring unspecified person,Mv traff acc-pers NOS,
+E8190,Motor vehicle traffic accident of unspecified nature injuring driver of motor vehicle other than motorcycle,Traffic acc NOS-driver,
+E8191,Motor vehicle traffic accident of unspecified nature injuring passenger in motor vehicle other than motorcycle,Traffic acc NOS-pasngr,
+E8192,Motor vehicle traffic accident of unspecified nature injuring motorcyclist,Traffic acc NOS-motcycl,
+E8193,Motor vehicle traffic accident of unspecified nature injuring passenger on motorcycle,Traff acc NOS-mcycl psgr,
+E8194,Motor vehicle traffic accident of unspecified nature injuring occupant of streetcar,Traffic acc NOS-st car,
+E8195,Motor vehicle traffic accident of unspecified nature injuring rider of animal; occupant of animal-drawn vehicle,Traff acc NOS-anim rider,
+E8196,Motor vehicle traffic accident of unspecified nature injuring pedal cyclist,Traffic acc NOS-ped cycl,
+E8197,Motor vehicle traffic accident of unspecified nature injuring pedestrian,Traffic acc NOS-pedest,
+E8198,Motor vehicle traffic accident of unspecified nature injuring other specified person,Traffic acc NOS-pers NEC,
+E8199,Motor vehicle traffic accident of unspecified nature injuring unspecified person,Traffic acc NOS-pers NOS,
+E8200,Nontraffic accident involving motor-driven snow vehicle injuring driver of motor vehicle other than motorcycle,Snow veh acc-driver,
+E8201,Nontraffic accident involving motor-driven snow vehicle injuring passenger in motor vehicle other than motorcycle,Snow veh acc-pasngr,
+E8202,Nontraffic accident involving motor-driven snow vehicle injuring motorcyclist,Snow veh acc-motorcycl,
+E8203,Nontraffic accident involving motor-driven snow vehicle injuring passenger on motorcycle,Snow veh acc-mcycl psgr,
+E8204,Nontraffic accident involving motor-driven snow vehicle injuring occupant of streetcar,Snow veh acc-st car,
+E8205,Nontraffic accident involving motor-driven snow vehicle injuring rider of animal; occupant of animal-drawn vehicle,Snow veh acc-anim rider,
+E8206,Nontraffic accident involving motor-driven snow vehicle injuring pedal cyclist,Snow veh acc-ped cycl,
+E8207,Nontraffic accident involving motor-driven snow vehicle injuring pedestrian,Snow veh acc-pedest,
+E8208,Nontraffic accident involving motor-driven snow vehicle injuring other specified person,Snow veh acc-pers NEC,
+E8209,Nontraffic accident involving motor-driven snow vehicle injuring unspecified person,Snow veh acc-pers NOS,
+E8210,Nontraffic accident involving other off-road motor vehicle injuring driver of motor vehicle other than motorcycle,Oth off-road mv acc-driv,
+E8211,Nontraffic accident involving other off-road motor vehicle injuring passenger in motor vehicle other than motorcycle,Oth off-road mv acc-psgr,
+E8212,Nontraffic accident involving other off-road motor vehicle injuring motorcyclist,Oth off-road mv-mocycl,
+E8213,Nontraffic accident involving other off-road motor vehicle injuring passenger on motorcycle,Oth off-road mv-mcyc psg,
+E8214,Nontraffic accident involving other off-road motor vehicle injuring occupant of streetcar,Oth off-road mv-st car,
+E8215,Nontraffic accident involving other off-road motor vehicle injuring rider of animal; occupant of animal-drawn vehicle,Oth off-road mv-anim rid,
+E8216,Nontraffic accident involving other off-road motor vehicle injuring pedal cyclist,Oth off-road mv-ped cycl,
+E8217,Nontraffic accident involving other off-road motor vehicle injuring pedestrian,Oth off-road mv-pedest,
+E8218,Nontraffic accident involving other off-road motor vehicle injuring other specified person,Oth off-road mv-pers NEC,
+E8219,Nontraffic accident involving other off-road motor vehicle injuring unspecified person,Oth off-road mv-pers NOS,
+E8220,Other motor vehicle nontraffic accident involving collision with moving object injuring driver of motor vehicle other than motorcycle,Oth coll w mov obj-driv,
+E8221,Other motor vehicle nontraffic accident involving collision with moving object injuring passenger in motor vehicle other than motorcycle,Oth coll w mov obj-psgr,
+E8222,Other motor vehicle nontraffic accident involving collision with moving object injuring motorcyclist,Oth coll mov obj-mocycl,
+E8223,Other motor vehicle nontraffic accident involving collision with moving object injuring passenger on motorcycle,Oth coll mov obj-cyc psg,
+E8224,Other motor vehicle nontraffic accident involving collision with moving object injuring occupant of streetcar,Oth coll mov obj-st car,
+E8225,Other motor vehicle nontraffic accident involving collision with moving object injuring rider of animal; occupant of animal-drawn vehicle,Oth coll mov obj-rider,
+E8226,Other motor vehicle nontraffic accident involving collision with moving object injuring pedal cyclist,Oth coll mov obj-ped cyc,
+E8227,Other motor vehicle nontraffic accident involving collision with moving object injuring pedestrian,Oth coll mov obj-pedest,
+E8228,Other motor vehicle nontraffic accident involving collision with moving object injuring other specified person,Oth coll mov obj-per NEC,
+E8229,Other motor vehicle nontraffic accident involving collision with moving object injuring unspecified person,Oth coll mov obj-per NOS,
+E8230,Other motor vehicle nontraffic accident involving collision with stationary object injuring driver of motor vehicle other than motorcycle,Oth coll stndng obj-driv,
+E8231,Other motor vehicle nontraffic accident involving collision with stationary object injuring passenger in motor vehicle other than motorcycle,Oth coll stndng obj-psgr,
+E8232,Other motor vehicle nontraffic accident involving collision with stationary object injuring motorcyclist,Oth coll stnd obj-mocycl,
+E8233,Other motor vehicle nontraffic accident involving collision with stationary object injuring passenger on motorcycle,Oth coll stn obj-cyc psg,
+E8234,Other motor vehicle nontraffic accident involving collision with stationary object injuring occupant of streetcar,Oth coll stnd obj-st car,
+E8235,Other motor vehicle nontraffic accident involving collision with stationary object injuring rider of animal; occupant of animal-drawn vehicle,Oth coll stnd obj-rider,
+E8236,Other motor vehicle nontraffic accident involving collision with stationary object injuring pedal cyclist,Oth coll stn obj-ped cyc,
+E8237,Other motor vehicle nontraffic accident involving collision with stationary object injuring pedestrian,Oth coll stnd obj-pedest,
+E8238,Other motor vehicle nontraffic accident involving collision with stationary object injuring other specified person,Oth coll stn obj-per NEC,
+E8239,Other motor vehicle nontraffic accident involving collision with stationary object injuring unspecified person,Oth col-stnd-obj-per NOS,
+E8240,Other motor vehicle nontraffic accident while boarding and alighting injuring driver of motor vehicle other than motorcycle,N-traf board/alight-driv,
+E8241,Other motor vehicle nontraffic accident while boarding and alighting injuring passenger in motor vehicle other than motorcycle,N-traf board/alight-psgr,
+E8242,Other motor vehicle nontraffic accident while boarding and alighting injuring motorcyclist,N-traf brd/alight-mocycl,
+E8243,Other motor vehicle nontraffic accident while boarding and alighting injuring passenger on motorcycle,N-traf brd/alit-mcyc psg,
+E8244,Other motor vehicle nontraffic accident while boarding and alighting injuring occupant of streetcar,N-traf brd/alit-st car,
+E8245,Other motor vehicle nontraffic accident while boarding and alighting injuring rider of animal; occupant of animal-drawn vehicle,N-traf brd/alit-anim rid,
+E8246,Other motor vehicle nontraffic accident while boarding and alighting injuring pedal cyclist,N-traf brd/alit-ped cycl,
+E8247,Other motor vehicle nontraffic accident while boarding and alighting injuring pedestrian,N-traf brd/alit-pedest,
+E8248,Other motor vehicle nontraffic accident while boarding and alighting injuring other specified person,N-traf brd/alit-pers NEC,
+E8249,Other motor vehicle nontraffic accident while boarding and alighting injuring unspecified person,N-traf brd/alit-pers NOS,
+E8250,Other motor vehicle nontraffic accident of other and unspecified nature injuring driver of motor vehicle other than motorcycle,Mv n-traff acc NEC-driv,
+E8251,Other motor vehicle nontraffic accident of other and unspecified nature injuring passenger in motor vehicle other than motorcycle,Mv n-traff NEC/NOS-psgr,
+E8252,Other motor vehicle nontraffic accident of other and unspecified nature injuring motorcyclist,Mv n-traf acc NEC-mocycl,
+E8253,Other motor vehicle nontraffic accident of other and unspecified nature injuring passenger on motorcycle,Mv n-traff NEC-mcyc psgr,
+E8254,Other motor vehicle nontraffic accident of other and unspecified nature injuring occupant of streetcar,Mv n-traff NEC-st car,
+E8255,Other motor vehicle nontraffic accident of other and unspecified nature injuring rider of animal; occupant of animal-drawn vehicle,Mv n-traf NEC-anim rider,
+E8256,Other motor vehicle nontraffic accident of other and unspecified nature injuring pedal cyclist,Mv n-traff NEC-ped cycl,
+E8257,Other motor vehicle nontraffic accident of other and unspecified nature injuring pedestrian,Mv n-traff NEC-pedest,
+E8258,Other motor vehicle nontraffic accident of other and unspecified nature injuring other specified person,Mv n-traff NEC-pers NEC,
+E8259,Other motor vehicle nontraffic accident of other and unspecified nature injuring unspecified person,Mv n-traff NEC-pers NOS,
+E8260,Pedal cycle accident injuring pedestrian,Pedal cycle acc-pedest,
+E8261,Pedal cycle accident injuring pedal cyclist,Ped cycl acc-ped cyclist,
+E8262,Pedal cycle accident injuring rider of animal,Ped cycle acc-anim rider,
+E8263,Pedal cycle accident injuring occupant of animal-drawn vehicle,Ped cyc acc-occ anim veh,
+E8264,Pedal cycle accident injuring occupant of streetcar,Ped cycle acc-occ st car,
+E8268,Pedal cycle accident injuring other specified person,Ped cycle acc-pers NEC,
+E8269,Pedal cycle accident injuring unspecified person,Ped cycle acc-pers NOS,
+E8270,Animal-drawn vehicle accident injuring pedestrian,Animal drawn veh-pedest,
+E8272,Animal-drawn vehicle accident injuring rider of animal,Anim drawn veh-anim rid,
+E8273,Animal-drawn vehicle accident injuring occupant of animal drawn vehicle,Animal drawn veh-occupan,
+E8274,Animal-drawn vehicle accident injuring occupant of streetcar,Anim drawn-occ st car,
+E8278,Animal-drawn vehicle accident injuring other specified person,Anim drawn veh-pers NEC,
+E8279,Animal-drawn vehicle accident injuring unspecified person,Anim drawn veh-pers NOS,
+E8280,Accident involving animal being ridden injuring pedestrian,Ridden animal acc-pedest,
+E8282,Accident involving animal being ridden injuring rider of animal,Ridden animal acc-rider,
+E8284,Accident involving animal being ridden injuring occupant of streetcar,Ridden animal acc-st car,
+E8288,Accident involving animal being ridden injuring other specified person,Ridden anim acc-pers NEC,
+E8289,Accident involving animal being ridden injuring unspecified person,Ridden anim acc-pers NOS,
+E8290,Other road vehicle accidents injuring pedestrian,Oth road veh acc-pedest,
+E8294,Other road vehicle accidents injuring occupant of streetcar,Oth rd veh acc-st car,
+E8298,Other road vehicle accidents injuring other specified person,Oth rd veh acc-pers NEC,
+E8299,Other road vehicle accidents injuring unspecified person,Oth rd veh acc-pers NOS,
+E8300,"Accident to watercraft causing submersion injuring occupant of small boat, unpowered",Boat acc w submers-unpow,
+E8301,"Accident to watercraft causing submersion injuring occupant of small boat, powered",Boat acc w submers-power,
+E8302,Accident to watercraft causing submersion injuring occupant of other watercraft -- crew,Boat acc w submers-crew,
+E8303,Accident to watercraft causing submersion injuring occupant of other watercraft -- other than crew,Boat acc w submers-psgr,
+E8304,Accident to watercraft causing submersion injuring water skier,Boat submers-water skier,
+E8305,Accident to watercraft causing submersion injuring swimmer,Boat submers-swimmer,
+E8306,"Accident to watercraft causing submersion injuring dockers, stevedores",Boat submers-dockers,
+E8307,"Accident to watercraft causing submersion, occupant of military watercraft, any type",Boat submers-military,
+E8308,Accident to watercraft causing submersion injuring other specified person,Boat submers-pers NEC,
+E8309,Accident to watercraft causing submersion injuring unspecified person,Boat submers-pers NOS,
+E8310,"Accident to watercraft causing other injury to occupant of small boat, unpowered",Boat acc inj NEC-unpower,
+E8311,"Accident to watercraft causing other injury to occupant of small boat, powered",Boat acc inj NEC-power,
+E8312,Accident to watercraft causing other injury to occupant of other watercraft -- crew,Boat acc inj NEC-crew,
+E8313,Accident to watercraft causing other injury to occupant of other watercraft -- other than crew,Boat acc inj NEC-passeng,
+E8314,Accident to watercraft causing other injury to water skier,Boat acc inj NEC-skier,
+E8315,Accident to watercraft causing other injury to swimmer,Boat acc inj NEC-swim,
+E8316,"Accident to watercraft causing other injury to dockers, stevedores",Boat acc inj NEC-docker,
+E8317,"Accident to watercraft causing other injury, occupant of military watercraft, any type",Boat acc inj NEC-militry,
+E8318,Accident to watercraft causing other injury to other specified person,Boat inj NEC-person NEC,
+E8319,Accident to watercraft causing other injury to unspecified person,Boat inj NEC-person NOS,
+E8320,"Other accidental submersion or drowning in water transport accident injuring occupant of small boat, unpowered",Submers NEC-unpow boat,
+E8321,"Other accidental submersion or drowning in water transport accident injuring occupant of small boat, powered",Submers NEC-power boat,
+E8322,Other accidental submersion or drowning in water transport accident injuring occupant of other watercraft -- crew,Submers NEC-crew,
+E8323,Other accidental submersion or drowning in water transport accident injuring occupant of other watercraft -- other than crew,Submers NEC-passenger,
+E8324,Other accidental submersion or drowning in water transport accident injuring water skier,Submers NEC-water skier,
+E8325,Other accidental submersion or drowning in water transport accident injuring swimmer,Submers NEC-swimmer,
+E8326,"Other accidental submersion or drowning in water transport accident injuring dockers, stevedores",Submers NEC-docker,
+E8327,"Other accidental submersion or drowning in water transport accident, occupant of military watercraft, any type",Submersion NEC-military,
+E8328,Other accidental submersion or drowning in water transport accident injuring other specified person,Submers NEC-person NEC,
+E8329,Other accidental submersion or drowning in water transport accident injuring unspecified person,Submers NEC-person NOS,
+E8330,"Fall on stairs or ladders in water transport injuring occupant of small boat, unpowered",W/craft stair fall-unpow,
+E8331,"Fall on stairs or ladders in water transport injuring occupant of small boat, powered",W/craft stair fall-power,
+E8332,Fall on stairs or ladders in water transport injuring occupant of other watercraft -- crew,Wtrcraft stair fall-crew,
+E8333,Fall on stairs or ladders in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft stair fall-psgr,
+E8334,Fall on stairs or ladders in water transport injuring water skier,W/craft stair fall-skier,
+E8335,Fall on stairs or ladders in water transport injuring swimmer,W/craft stair fall-swim,
+E8336,"Fall on stairs or ladders in water transport injuring dockers, stevedores",W/crf stair fall-docker,
+E8337,"Fall on stairs or ladders in water transport, occupant of military watercraft, any type",W/crf stair fall-militry,
+E8338,Fall on stairs or ladders in water transport injuring other specified person,W/crf stair fall-per NEC,
+E8339,Fall on stairs or ladders in water transport injuring unspecified person,W/crf stair fall-per NOS,
+E8340,"Other fall from one level to another in water transport injuring occupant of small boat, unpowered",W/craft fall NEC-unpow,
+E8341,"Other fall from one level to another in water transport injuring occupant of small boat, powered",W/craft fall NEC-power,
+E8342,Other fall from one level to another in water transport injuring occupant of other watercraft -- crew,Watercraft fall NEC-crew,
+E8343,Other fall from one level to another in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft fall NEC-pasngr,
+E8344,Other fall from one level to another in water transport injuring water skier,W/craft fall NEC-skier,
+E8345,Other fall from one level to another in water transport injuring swimmer,W/craft fall NEC-swim,
+E8346,"Other fall from one level to another in water transport injuring dockers, stevedores",Wtrcraft fall NEC-docker,
+E8347,"Other fall from one level to another in water transport, occupant of military watercraft, any type",W/crft fall NEC-military,
+E8348,Other fall from one level to another in water transport injuring other specified person,W/crft fall NEC-pers NEC,
+E8349,Other fall from one level to another in water transport injuring unspecified person,W/crft fall NEC-pers NOS,
+E8350,"Other and unspecified fall in water transport injuring occupant of small boat, unpowered",W/craft fall NOS-unpow,
+E8351,"Other and unspecified fall in water transport injuring occupant of small boat, powered",W/craft fall NOS-power,
+E8352,Other and unspecified fall in water transport injuring occupant of other watercraft -- crew,Wtrcraft fall NOS-crew,
+E8353,Other and unspecified fall in water transport injuring occupant of other watercraft -- other than crew,Wtrcraft fall NOS-pasngr,
+E8354,Other and unspecified fall in water transport injuring water skier,W/craft fall NOS-skier,
+E8355,Other and unspecified fall in water transport injuring swimmer,W/craft fall NOS-swim,
+E8356,"Other and unspecified fall in water transport injuring dockers, stevedores",Wtrcraft fall NOS-docker,
+E8357,"Other and unspecified fall in water transport, occupant of military watercraft, any type",W/crft fall NEC/NOS-mil,
+E8358,Other and unspecified fall in water transport injuring other specified person,W/crft fall NOS-pers NEC,
+E8359,Other and unspecified fall in water transport injuring unspecified person,W/crft fall NOS-pers NOS,
+E8360,"Machinery accident in water transport injuring occupant of small boat, unpowered",Machine acc-unpow boat,
+E8361,"Machinery accident in water transport injuring occupant of small boat, powered",Mach acc-occ power boat,
+E8362,Machinery accident in water transport injuring occupant of other watercraft -- crew,Machinery accident-crew,
+E8363,Machinery accident in water transport injuring occupant of other watercraft -- other than crew,Machinery acc-pasngr,
+E8364,Machinery accident in water transport injuring water skier,Machine accident-skier,
+E8365,Machinery accident in water transport injuring swimmer,Machine accident-swim,
+E8366,"Machinery accident in water transport injuring dockers, stevedores",Machinery acc-docker,
+E8367,"Machinery accident in water transport, occupant of military watercraft, any type",W/crft machine-military,
+E8368,Machinery accident in water transport injuring other specified person,Machinery acc-pers NEC,
+E8369,Machinery accident in water transport injuring unspecified person,Machinery acc-pers NOS,
+E8370,"Explosion, fire, or burning in watercraft injuring occupant of small boat, unpowered",Explosion-occ unpow boat,
+E8371,"Explosion, fire, or burning in watercraft injuring occupant of small boat, powered",Explosion-occ power boat,
+E8372,"Explosion, fire, or burning in watercraft injuring occupant of other watercraft -- crew",Watercraft explos-crew,
+E8373,"Explosion, fire, or burning in watercraft injuring occupant of other watercraft -- other than crew",Watercraft explos-pasngr,
+E8374,"Explosion, fire, or burning in watercraft injuring water skier",Watercraft explos-skier,
+E8375,"Explosion, fire, or burning in watercraft injuring swimmer",Watercraft explos-swim,
+E8376,"Explosion, fire, or burning in watercraft injuring dockers, stevedores",Watercraft explos-docker,
+E8377,"Explosion, fire, or burning in watercraft, occupant of military watercraft, any type",W/crft explosn-military,
+E8378,"Explosion, fire, or burning in watercraft injuring other specified person",Watercraft expl-pers NEC,
+E8379,"Explosion, fire, or burning in watercraft injuring unspecified person",Watercraft expl-pers NOS,
+E8380,"Other and unspecified water transport accident injuring occupant of small boat, unpowered",Watercraft acc NEC-unpow,
+E8381,"Other and unspecified water transport accident injuring occupant of small boat, powered",Watercraft acc NEC-power,
+E8382,Other and unspecified water transport accident injuring occupant of other watercraft -- crew,Watercraft acc NEC-crew,
+E8383,Other and unspecified water transport accident injuring occupant of other watercraft -- other than crew,Watercrft acc NEC-pasngr,
+E8384,Other and unspecified water transport accident injuring water skier,Watercraft acc NEC-skier,
+E8385,Other and unspecified water transport accident injuring swimmer,Watrcrft acc NEC-swimmer,
+E8386,"Other and unspecified water transport accident injuring dockers, stevedores",Watercrft acc NEC-docker,
+E8387,"Other and unspecified water transport accident, occupant of military watercraft, any type",W/crft-military NEC/NOS,
+E8388,Other and unspecified water transport accident injuring other specified person,Wtrcrft acc NEC-pers NEC,
+E8389,Other and unspecified water transport accident injuring unspecified person,Wtrcrft acc NEC-pers NOS,
+E8400,Accident to powered aircraft at takeoff or landing injuring occupant of spacecraft,Tk off/land-spcrft,
+E8401,"Accident to powered aircraft at takeoff or landing injuring occupant of military aircraft, any",Tk off/land-milit craft,
+E8402,Accident to powered aircraft at takeoff or landing injuring crew of commercial aircraft (powered) in surface to surface transport,Tk off/land-crew aircrft,
+E8403,Accident to powered aircraft at takeoff or landing injuring other occupant of commercial aircraft (powered) in surface to surface transport,Tk off/land-psng aircrft,
+E8404,Accident to powered aircraft at takeoff or landing injuring occupant of commercial aircraft (powered) in surface to air transport,Tk off/land-comm crf NEC,
+E8405,Accident to powered aircraft at takeoff or landing injuring occupant of other powered aircraft,Tk off/land-aircraft NEC,
+E8406,"Accident to powered aircraft at takeoff or landing injuring occupant of unpowered aircraft, except parachutist",Tk off/land-unp aircrft,
+E8407,Accident to powered aircraft at takeoff or landing injuring parachutist (military) (other),Tk off/land-parachutist,
+E8408,"Accident to powered aircraft at takeoff or landing injuring ground crew, airline employee",Tk off/land-ground crew,
+E8409,Accident to powered aircraft at takeoff or landing injuring other person,Tk off/land-pers NEC,
+E8410,"Accident to powered aircraft, other and unspecified, injuring occupant of spacecraft",Pow aircraft acc-spcrft,
+E8411,"Accident to powered aircraft, other and unspecified, injuring occupant of military aircraft, any",Power aircraft acc-milit,
+E8412,"Accident to powered aircraft, other and unspecified, injuring crew of commercial aircraft (powered) in surface to surface transport",Power aircraft acc-crew,
+E8413,"Accident to powered aircraft, other and unspecified, injuring other occupant of commercial aircraft (powered) in surface to surface transport",Power aircraft acc-psngr,
+E8414,"Accident to powered aircraft, other and unspecified, injuring occupant of commercial aircraft (powered) in surface to air transport",Aircraf acc-occ comm NEC,
+E8415,"Accident to powered aircraft, other and unspecified, injuring occupant of other powered aircraft",Oth powered aircraft acc,
+E8416,"Accident to powered aircraft, other and unspecified, injuring occupant of unpowered aircraft, except parachutist",Pow airc acc-unp aircr,
+E8417,"Accident to powered aircraft, other and unspecified, injuring parachutist (military) (other)",Aircraft acc-parachutist,
+E8418,"Accident to powered aircraft, other and unspecified, injuring ground crew, airline employee",Aircraft acc-ground crew,
+E8419,"Accident to powered aircraft, other and unspecified, injuring other person",Aircrft acc NOS-pers NEC,
+E8426,"Accident to unpowered aircraft injuring occupant of unpowered aircraft, except parachutist",Unpower aircraft acc-occ,
+E8427,Accident to unpowered aircraft injuring parachutist (military) (other),Unpow aircrf acc-chutist,
+E8428,"Accident to unpowered aircraft injuring ground crew, airline employee",Unpow aircrf acc-gr crew,
+E8429,Accident to unpowered aircraft injuring other person,Unpow aircrf acc-per NEC,
+E8430,"Fall in, on, or from aircraft injuring occupant of spacecraft",Fall-occ spacecraft,
+E8431,"Fall in, on, or from aircraft injuring occupant of military aircraft, any",Fall-milit aircraft occp,
+E8432,"Fall in, on, or from aircraft injuring crew of commercial aircraft (powered) in surface to surface transport",Fall-crew comm aircraft,
+E8433,"Fall in, on, or from aircraft injuring other occupant of commercial aircraft (powered) in surface to surface transport",Fall-psng comm aircraft,
+E8434,"Fall in, on, or from aircraft injuring occupant of commercial aircraft (powered) in surface to air transport",Fall-occ comm aircrf NEC,
+E8435,"Fall in, on, or from aircraft injuring occupant of other powered aircraft",Fall-occup oth aircraft,
+E8436,"Fall in, on, or from aircraft injuring occupant of unpowered aircraft, except parachutist",Fall-occ unpower aircraf,
+E8437,"Fall in, on, or from aircraft injuring parachutist (military) (other)",Fall-parachutist,
+E8438,"Fall in, on, or from aircraft injuring ground crew, airline employee",Aircrft fall-ground crew,
+E8439,"Fall in, on, or from aircraft injuring other person",Aircraft fall-person NEC,
+E8440,Other specified air transport accidents injuring occupant of spacecraft,Aircrft acc NEC-spcrft,
+E8441,"Other specified air transport accidents injuring occupant of military aircraft, any",Aircrft acc NEC-military,
+E8442,Other specified air transport accidents injuring crew of commercial aircraft (powered) in surface to surface transport,Aircrft acc NEC-crew,
+E8443,Other specified air transport accidents injuring other occupant of commercial aircraft (powered) in surface to surface transport,Aircrft acc NEC-pasngr,
+E8444,Other specified air transport accidents injuring occupant of commercial aircraft (powered) in surface to air transport,Aircrft acc NEC-comm NEC,
+E8445,Other specified air transport accidents injuring occupant of other powered aircraft,Aircrft acc NEC-occp NEC,
+E8446,"Other specified air transport accidents injuring occupant of unpowered aircraft, except parachutist",Aircr acc NEC-unp aircr,
+E8447,Other specified air transport accidents injuring parachutist (military) (other),Aircrft acc-parachutist,
+E8448,"Other specified air transport accidents injuring ground crew, airline employee",Aircrft acc NEC-grd crew,
+E8449,Other specified air transport accidents injuring other person,Aircrft acc NEC-pers NEC,
+E8450,Accident involving spacecraft injuring occupant of spacecraft,Spacecraft acc-occupant,
+E8458,"Accident involving spacecraft injuring ground crew, airline employee",Spacecraft acc-grnd crew,
+E8459,Accident involving spacecraft injuring other person,Spacecraft acc-pers NEC,
+E846,Accidents involving powered vehicles used solely within the buildings and premises of industrial or commercial establishment,Indus veh acc on premise,
+E847,Accidents involving cable cars not running on rails,Cabl car acc not on rail,
+E848,"Accidents involving other vehicles, not elsewhere classifiable",Oth vehicle acc NEC,
+E8490,Home accidents,Accident in home,
+E8491,Farm accidents,Accident on farm,
+E8492,Mine and quarry accidents,Accident in mine/quarry,
+E8493,Accidents occurring in industrial places and premises,Acc on industr premises,
+E8494,Accidents occurring in place for recreation and sport,Accid in recreation area,
+E8495,Street and highway accidents,Accid on street/highway,
+E8496,Accidents occurring in public building,Accident in public bldg,
+E8497,Accidents occurring in residential institution,Accid in resident instit,
+E8498,Accidents occurring in other specified places,Accident in place NEC,
+E8499,Accidents occurring in unspecified place,Accident in place NOS,
+E8500,Accidental poisoning by heroin,Acc poison-heroin,
+E8501,Accidental poisoning by methadone,Acc poison-methadone,
+E8502,Accidental poisoning by other opiates and related narcotics,Acc poison-opiates NEC,
+E8503,Accidental poisoning by salicylates,Acc poison-salicylates,
+E8504,"Accidental poisoning by aromatic analgesics, not elsewhere classified",Acc poison-arom analgesc,
+E8505,Accidental poisoning by pyrazole derivatives,Acc poison-pyrazole derv,
+E8506,Accidental poisoning by antirheumatics (antiphlogistics),Acc poison-antirheumatic,
+E8507,Accidental poisoning by other non-narcotic analgesics,Acc poison-nonnarc analg,
+E8508,Accidental poisoning by other specified analgesics and antipyretics,Acc poison-analgesic NEC,
+E8509,Accidental poisoning by unspecified analgesic or antipyretic,Acc poison-analgesic NOS,
+E851,Accidental poisoning by barbiturates,Acc poison-barbiturates,
+E8520,Accidental poisoning by chloral hydrate group,Acc poisn-chlorl hydrate,
+E8521,Accidental poisoning by paraldehyde,Acc poison-paraldehyde,
+E8522,Accidental poisoning by bromine compounds,Acc poison-bromine cmpnd,
+E8523,Accidental poisoning by methaqualone compounds,Acc poison-methaqualone,
+E8524,Accidental poisoning by glutethimide group,Acc poison-glutethimide,
+E8525,"Accidental poisoning by mixed sedatives, not elsewhere classified",Acc poison-mix sedtv NEC,
+E8528,Accidental poisoning by other specified sedatives and hypnotics,Acc poison-sedatives NEC,
+E8529,Accidental poisoning by unspecified sedative or hypnotic,Acc poison-sedatives NOS,
+E8530,Accidental poisoning by phenothiazine-based tranquilizers,Acc pois-phenthiaz tranq,
+E8531,Accidental poisoning by butyrophenone-based tranquilizers,Acc pois-butyrphen tranq,
+E8532,Accidental poisoning by benzodiazepine-based tranquilizers,Acc poisn-benzdiaz tranq,
+E8538,Accidental poisoning by other specified tranquilizers,Acc poisn-tranquilzr NEC,
+E8539,Accidental poisoning by unspecified tranquilizer,Acc poisn-tranquilzr NOS,
+E8540,Accidental poisoning by antidepressants,Acc poison-antidepressnt,
+E8541,Accidental poisoning by psychodysleptics [hallucinogens],Acc poison-hallucinogens,
+E8542,Accidental poisoning by psychostimulants,Acc poisn-psychstimulant,
+E8543,Accidental poisoning by central nervous system stimulants,Acc poison-cns stimulant,
+E8548,Accidental poisoning by other psychotropic agents,Acc poisn psychotrop NEC,
+E8550,Accidental poisoning by anticonvulsant and anti-parkinsonism drugs,Acc poisn-anticonvulsant,
+E8551,Accidental poisoning by other central nervous system depressants,Acc poisn-cns depres NEC,
+E8552,Accidental poisoning by local anesthetics,Acc poisn-local anesthet,
+E8553,Accidental poisoning by parasympathomimetics [cholinergics],Acc poison-cholinergics,
+E8554,Accidental poisoning by parasympatholytics [anticholinergics and antimuscarinics] and spasmolytics,Acc poisn-anticholinerg,
+E8555,Accidental poisoning by sympathomimetics [adrenergics],Acc poison-adrenergics,
+E8556,Accidental poisoning by sympatholytics [antiadrenergics],Acc poisn-sympatholytics,
+E8558,Accidental poisoning by other specified drugs acting on central and autonomic nervous systems,Acc poison-cns drug NEC,
+E8559,Accidental poisoning by unspecified drug acting on central and autonomic nervous systems,Acc poison-cns drug NOS,
+E856,Accidental poisoning by antibiotics,Acc poison-antibiotics,
+E857,Accidental poisoning by other anti-infectives,Acc pois-oth anti-infect,
+E8580,Accidental poisoning by hormones and synthetic substitutes,Acc poison-hormones,
+E8581,Accidental poisoning by primarily systemic agents,Acc poisn-systemic agent,
+E8582,Accidental poisoning by agents primarily affecting blood constituents,Acc poison-blood agent,
+E8583,Accidental poisoning by agents primarily affecting cardiovascular system,Acc poisn-cardiovasc agt,
+E8584,Accidental poisoning by agents primarily affecting gastrointestinal system,Acc poison-gi agent,
+E8585,"Accidental poisoning by water, mineral, and uric acid metabolism drugs",Acc poisn-metabol agnt,
+E8586,Accidental poisoning by agents primarily acting on the smooth and skeletal muscles and respiratory system,Acc poisn-muscl/resp agt,
+E8587,"Accidental poisoning by agents primarily affecting skin and mucous membrane, ophthalmological, otorhinolaryngological, and dental drugs",Acc poisn-skin/eent agnt,
+E8588,Accidental poisoning by other specified drugs,Acc poisoning-drug NEC,
+E8589,Accidental poisoning by unspecified drug,Acc poisoning-drug NOS,
+E8600,Accidental poisoning by alcoholic beverages,Acc poisn-alcohol bevrag,
+E8601,Accidental poisoning by other and unspecified ethyl alcohol and its products,Acc poison-ethyl alcohol,
+E8602,Accidental poisoning by methyl alcohol,Acc poisn-methyl alcohol,
+E8603,Accidental poisoning by isopropyl alcohol,Acc poisn-isopropyl alc,
+E8604,Accidental poisoning by fusel oil,Acc poison-fusel oil,
+E8608,Accidental poisoning by other specified alcohols,Acc poison-alcohol NEC,
+E8609,Accidental poisoning by unspecified alcohol,Acc poison-alcohol NOS,
+E8610,Accidental poisoning by synthetic detergents and shampoos,Acc pois-synth detergent,
+E8611,Accidental poisoning by soap products,Acc poison-soap products,
+E8612,Accidental poisoning by polishes,Acc poison-polishes,
+E8613,Accidental poisoning by other cleansing and polishing agents,Acc poison-cleanser NEC,
+E8614,Accidental poisoning by disinfectants,Acc poison-disinfectants,
+E8615,Accidental poisoning by lead paints,Acc poison-lead paints,
+E8616,Accidental poisoning by other paints and varnishes,Acc poison-paints NEC,
+E8619,"Accidental poisoning by unspecified cleansing and polishing agents, disinfectants, paints, and varnishes",Acc poison-cleanser NOS,
+E8620,Accidental poisoning by petroleum solvents,Acc poisn-petrol solvent,
+E8621,Accidental poisoning by petroleum fuels and cleaners,Acc poisn-petroleum fuel,
+E8622,Accidental poisoning by lubricating oils,Acc pois-lubricating oil,
+E8623,Accidental poisoning by petroleum solids,Acc pois-petroleum solid,
+E8624,"Accidental poisoning by other specified solvents, not elsewhere classified",Acc poisn-solvents NEC,
+E8629,"Accidental poisoning by unspecified solvent, not elsewhere classified",Acc poisn-solvent NOS,
+E8630,Accidental poisoning by insecticides of organochlorine compounds,Acc pois-chlorine pestic,
+E8631,Accidental poisoning by insecticides of organophosphorus compounds,Acc pois-phosph pesticid,
+E8632,Accidental poisoning by carbamates,Acc poison-carbamates,
+E8633,Accidental poisoning by mixtures of insecticides,Acc poisn-mixed pesticid,
+E8634,Accidental poisoning by other and unspecified insecticides,Acc poison-pesticide NEC,
+E8635,Accidental poisoning by herbicides,Acc poison-herbicides,
+E8636,Accidental poisoning by fungicides,Acc poison-fungicides,
+E8637,Accidental poisoning by rodenticides,Acc poison-rodenticides,
+E8638,Accidental poisoning by fumigants,Acc poison-fumigants,
+E8639,Accidental poisoning by other and unspecified agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers,Acc pois-agrcult NEC/NOS,
+E8640,Accidental poisoning by corrosive aromatics not elsewhere classified,Acc pois-corrosiv aromat,
+E8641,Accidental poisoning by acids not elsewhere classified,Acc poison-acids,
+E8642,Accidental poisoning by caustic alkalis not elsewhere classified,Acc poisn-caustic alkali,
+E8643,Accidental poisoning by other specified corrosives and caustics not elsewhere classified,Acc poison-caustic NEC,
+E8644,Accidental poisoning by unspecified corrosives and caustics not elsewhere classified,Acc poison-caustic NOS,
+E8650,Accidental poisoning by meat,Acc poison-meat,
+E8651,Accidental poisoning by shellfish,Acc poison-shellfish,
+E8652,Accidental poisoning from other fish,Acc poison-fish NEC,
+E8653,Accidental poisoning from berries and seeds,Acc poison-berries/seeds,
+E8654,Accidental poisoning from other specified plants,Acc poison-plants NEC,
+E8655,Accidental poisoning from mushrooms and other fungi,Acc poison-mushrooms,
+E8658,Accidental poisoning from other specified foods,Acc poison-food NEC,
+E8659,Accidental poisoning from unspecified foodstuff or poisonous plant,Acc poisn-food/plant NOS,
+E8660,Accidental poisoning by lead and its compounds and fumes,Acc poisoning-lead,
+E8661,Accidental poisoning by mercury and its compounds and fumes,Acc poisoning-mercury,
+E8662,Accidental poisoning by antimony and its compounds and fumes,Acc poisoning-antimony,
+E8663,Accidental poisoning by arsenic and its compounds and fumes,Acc poisoning-arsenic,
+E8664,Accidental poisoning by other metals and their compounds and fumes,Acc poison-metals NEC,
+E8665,Accidental poisoning by plant foods and fertilizers,Acc poison-plant food,
+E8666,Accidental poisoning by glues and adhesives,Acc poison-glues,
+E8667,Accidental poisoning by cosmetics,Acc poison-cosmetics,
+E8668,Accidental poisoning by other specified solid or liquid substances,Acc pois-solid/liq NEC,
+E8669,Accidental poisoning by unspecified solid or liquid substance,Acc pois-solid/liq NOS,
+E867,Accidental poisoning by gas distributed by pipeline,Acc poison-piped gas,
+E8680,Accidental poisoning by liquefied petroleum gas distributed in mobile containers,Acc pois-liq petrol gas,
+E8681,Accidental poisoning by other and unspecified utility gas,Acc pois-utl gas NEC/NOS,
+E8682,Accidental poisoning by motor vehicle exhaust gas,Acc poison-exhaust gas,
+E8683,Accidental poisoning by carbon monoxide from incomplete combustion of other domestic fuels,Acc pois-co/domestc fuel,
+E8688,Accidental poisoning by carbon monoxide from other sources,Acc pois-carbn monox NEC,
+E8689,Accidental poisoning by unspecified carbon monoxide,Acc pois-carbn monox NOS,
+E8690,Accidental poisoning by nitrogen oxides,Acc poisn-nitrogen oxide,
+E8691,Accidental poisoning by sulfur dioxide,Acc poisn-sulfur dioxide,
+E8692,Accidental poisoning by freon,Acc poison-freon,
+E8693,Accidental poisoning by lacrimogenic gas [tear gas],Acc poison-tear gas,
+E8694,Second hand tobacco smoke,Scndhnd tbcco smoke,
+E8698,Accidental poisoning by other specified gases and vapors,Acc poison-gas/vapor NEC,
+E8699,Accidental poisoning by unspecified gases and vapors,Acc poison-gas/vapor NOS,
+E8700,"Accidental cut, puncture, perforation or hemorrhage during surgical operation",Acc cut/hem in surgery,
+E8701,"Accidental cut, puncture, perforation or hemorrhage during infusion or transfusion",Acc cut/hem in infusion,
+E8702,"Accidental cut, puncture, perforation or hemorrhage during kidney dialysis or other perfusion",Acc cut/hem-perfusn NEC,
+E8703,"Accidental cut, puncture, perforation or hemorrhage during injection or vaccination",Acc cut/hem in injection,
+E8704,"Accidental cut, puncture, perforation or hemorrhage during endoscopic examination",Acc cut/hem w scope exam,
+E8705,"Accidental cut, puncture, perforation or hemorrhage during aspiration of fluid or tissue, puncture, and catheterization",Acc cut/hem w catheteriz,
+E8706,"Accidental cut, puncture, perforation or hemorrhage during heart catheterization",Acc cut/hem w heart cath,
+E8707,"Accidental cut, puncture, perforation or hemorrhage during administration of enema",Acc cut/hem w enema,
+E8708,"Accidental cut, puncture, perforation or hemorrhage during other specified medical care",Acc cut in med care NEC,
+E8709,"Accidental cut, puncture, perforation or hemorrhage during unspecified medical care",Acc cut in med care NOS,
+E8710,Foreign object left in body during surgical operation,Post-surgical forgn body,
+E8711,Foreign object left in body during infusion or transfusion,Postinfusion foreign bdy,
+E8712,Foreign object left in body during kidney dialysis or other perfusion,Postperfusion forgn body,
+E8713,Foreign object left in body during injection or vaccination,Postinjection forgn body,
+E8714,Foreign object left in body during endoscopic examination,Postendoscopy forgn body,
+E8715,"Foreign object left in body during aspiration of fluid or tissue, puncture, and catheterization",Postcatheter forgn body,
+E8716,Foreign object left in body during heart catheterization,FB post heart catheter,
+E8717,Foreign object left in body during removal of catheter or packing,FB post-catheter removal,
+E8718,Foreign object left in body during other specified procedures,Post-op foreign body NEC,
+E8719,Foreign object left in body during unspecified procedure,Post-op foreign body NOS,
+E8720,Failure of sterile precautions during surgical operation,Failure sterile surgery,
+E8721,Failure of sterile precautions during infusion or transfusion,Failure sterile infusion,
+E8722,Failure of sterile precautions during kidney dialysis and other perfusion,Fail sterile perfusn NEC,
+E8723,Failure of sterile precautions during injection or vaccination,Fail sterile injection,
+E8724,Failure of sterile precautions during endoscopic examination,Fail sterile endoscopy,
+E8725,"Failure of sterile precautions during aspiration of fluid or tissue, puncture, and catheterization",Fail sterile catheter,
+E8726,Failure of sterile precautions during heart catheterization,Fail sterile heart cath,
+E8728,Failure of sterile precautions during other specified procedures,Fail sterile proced NEC,
+E8729,Failure of sterile precautions during unspecified procedure,Fail sterile proced NOS,
+E8730,Excessive amount of blood or other fluid during transfusion or infusion,Excess fluid in infusion,
+E8731,Incorrect dilution of fluid during infusion,Incor dilut infusn fluid,
+E8732,Overdose of radiation in therapy,Therap radiation overdos,
+E8733,Inadvertent exposure of patient to radiation during medical care,Inadv radiat exp-medical,
+E8734,Failure in dosage in electroshock or insulin-shock therapy,Dosag fail-shock therapy,
+E8735,Inappropriate [too hot or too cold] temperature in local application and packing,Wrng temp in applic/pack,
+E8736,Nonadministration of necessary drug or medicinal substance,Nonadmin necess medicine,
+E8738,Other specified failure in dosage,Failure in dosage NEC,
+E8739,Unspecified failure in dosage,Failure in dosage NOS,
+E8740,Mechanical failure of instrument or apparatus during surgical operation,Instrmnt fail in surgery,
+E8741,Mechanical failure of instrument or apparatus during infusion and transfusion,Instrumnt fail-infusion,
+E8742,Mechanical failure of instrument or apparatus during kidney dialysis and other perfusion,Instrmnt fail-perfus NEC,
+E8743,Mechanical failure of instrument or apparatus during endoscopic examination,Instrumnt fail-endoscopy,
+E8744,"Mechanical failure of instrument or apparatus during aspiration of fluid or tissue, puncture, and catheterization",Instrmnt fail-catheteriz,
+E8745,Mechanical failure of instrument or apparatus during heart catheterization,Instrmnt fail-heart cath,
+E8748,Mechanical failure of instrument or apparatus during other specified procedures,Instrmnt fail-proced NEC,
+E8749,Mechanical failure of instrument or apparatus during unspecified procedure,Instrmnt fail-proced NOS,
+E8750,Contaminated substance transfused or infused,Contaminated transfusion,
+E8751,Contaminated substance injected or used for vaccination,Contaminated injection,
+E8752,Contaminated drug or biological substance administered by other means,Contaminated drug NEC,
+E8758,Misadventure to patient from other contamination,Contamination NEC,
+E8759,Misadventure to patient from unspecified contamination,Contamination NOS,
+E8760,Mismatched blood in transfusion,Mismatch blood-transfusn,
+E8761,Wrong fluid in infusion,Wrong fluid in infusion,
+E8762,Failure in suture and ligature during surgical operation,Failure in suture,
+E8763,Endotracheal tube wrongly placed during anesthetic procedure,Misplaced endotrach tube,
+E8764,Failure to introduce or to remove other tube or instrument,Fail introd/remove tube,
+E8765,Performance of wrong operation (procedure) on correct patient,Perfrm wrong op/right pt,
+E8766,Performance of operation (procedure) on patient not scheduled for surgery,Proc-pt not sched surg,
+E8767,Performance of correct operation (procedure) on wrong side/body part,Rt proc-wrong side/part,
+E8768,Other specified misadventures during medical care,Medical misadventure NEC,
+E8769,Unspecified misadventure during medical care,Medical misadventure NOS,
+E8780,"Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-org transplant,
+E8781,"Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation",Abn react-artif implant,
+E8782,"Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-anastom/graft,
+E8783,"Surgical operation with formation of external stoma causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-external stoma,
+E8784,"Other restorative surgery causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-plast surg NEC,
+E8785,"Amputation of limb(s) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-limb amputat,
+E8786,"Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn reac-organ rem NEC,
+E8788,"Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-surg proc NEC,
+E8789,"Unspecified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation",Abn react-surg proc NOS,
+E8790,"Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-cardiac cath,
+E8791,"Kidney dialysis as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-renal dialysis,
+E8792,"Radiological procedure and radiotherapy as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-radiotherapy,
+E8793,"Shock therapy as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-shock therapy,
+E8794,"Aspiration of fluid as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-fluid aspirat,
+E8795,"Insertion of gastric or duodenal sound as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure of time of procedure",Abn react-gastric sound,
+E8796,"Urinary catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-urinary cath,
+E8797,"Blood sampling as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-blood sampling,
+E8798,"Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-procedure NEC,
+E8799,"Unspecified procedure as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure",Abn react-procedure NOS,
+E8800,Accidental fall on or from escalator,Fall on escalator,
+E8801,Accidental fall on or from sidewalk curb,Fall on sidewalk curb,
+E8809,Accidental fall on or from other stairs or steps,Fall on stair/step NEC,
+E8810,Accidental fall from ladder,Fall from ladder,
+E8811,Accidental fall from scaffolding,Fall from scaffolding,
+E882,Accidental fall from or out of building or other structure,Fall from building,
+E8830,Accident from diving or jumping into water [swimming pool],Diving accident,
+E8831,Accidental fall into well,Fall into well,
+E8832,Accidental fall into storm drain or manhole,Fall into storm drain,
+E8839,Accidental fall into other hole or other opening in surface,Fall into other hole,
+E8840,Accidental fall from playground equipment,Fall from playgrnd equip,
+E8841,Accidental fall from cliff,Fall from cliff,
+E8842,Accidental fall from chair,Fall from chair,
+E8843,Accidental fall from wheelchair,Fall from wheelchair,
+E8844,Accidental fall from bed,Fall from bed,
+E8845,Accidental fall from other furniture,Fall from furniture NEC,
+E8846,Accidental fall from commode,Fall from commode,
+E8849,Other accidental fall from one level to another,Fall-1 level to oth NEC,
+E8850,Fall from (nonmotorized) scooter,Fall-nonmotor scooter,
+E8851,Fall from roller skates,Fall from roller skates,
+E8852,Fall from skateboard,Fall from skateboard,
+E8853,Fall from skis,Fall from skis,
+E8854,Fall from snowboard,Fall from snowboard,
+E8859,"Fall from other slipping, tripping, or stumbling",Fall from slipping NEC,
+E8860,"Fall on same level from collision, pushing, or shoving, by or with other person in sports",Fall in sports,
+E8869,"Other and unspecified falls on same level from collision, pushing, or shoving, by or with other person",Fall on level NEC/NOS,
+E887,"Fracture, cause unspecified","Fracture, cause NOS",
+E8880,Fall resulting in striking against sharp object,Fall striking sharp obj,
+E8881,Fall resulting in striking against other object,Fall striking object NEC,
+E8888,Other fall,Fall NEC,
+E8889,Unspecified fall,Fall NOS,
+E8900,Explosion caused by conflagration in private dwelling,Privat dwell fire-explos,
+E8901,Fumes from combustion of polyvinylchloride [pvc] and similar material in conflagration in private dwelling,Priv dwel fire-pvc fumes,
+E8902,Other smoke and fumes from conflagration in private dwelling,Priv dwel fire-fumes NOS,
+E8903,Burning caused by conflagration in private dwelling,Priv dwel fire-burning,
+E8908,Other accident resulting from conflagration in private dwelling,Priv dwel fire-accid NEC,
+E8909,Unspecified accident resulting from conflagration in private dwelling,Priv dwel fire-accid NOS,
+E8910,Explosion caused by conflagration in other and unspecified building or structure,Fire in bldg-explosion,
+E8911,Fumes from combustion of polyvinylchloride [pvc] and similar material in conflagration in other and unspecified building or structure,Fire in bldg-pvc fumes,
+E8912,Other smoke and fumes from conflagration in other and unspecified building or structure,Fire in bldg-fumes NOS,
+E8913,Burning caused by conflagration in other and unspecified building or structure,Fire in bldg-burning,
+E8918,Other accident resulting from conflagration in other and unspecified building or structure,Fire in bldg-accid NEC,
+E8919,Unspecified accident resulting from conflagration of other and unspecified building or structure,Fire in bldg-accid NOS,
+E892,Conflagration not in building or structure,Fire not in building,
+E8930,Accident caused by ignition of clothing from controlled fire in private dwelling,Clothing fire-priv dwell,
+E8931,Accident caused by ignition of clothing from controlled fire in other building or structure,Clothing fire-bldg NEC,
+E8932,Accident caused by ignition of clothing from controlled fire not in building or structure,Clothing fire not in bld,
+E8938,Accident caused by ignition of clothing from other specified sources,Clothing fire NEC,
+E8939,Accident caused by ignition of clothing by unspecified source,Clothing fire NOS,
+E894,Ignition of highly inflammable material,Fire-highly inflam mater,
+E895,Accident caused by controlled fire in private dwelling,Burn acc in privat dwell,
+E896,Accident caused by controlled fire in other and unspecified building or structure,Burn acc in bldg NEC,
+E897,Accident caused by controlled fire not in building or structure,Burn acc not in bldg,
+E8980,Accident caused by burning bedclothes,Burning bedclothes,
+E8981,Accident caused by other burning materials,Fire accident NEC,
+E899,Accident caused by unspecified fire,Fire accident NOS,
+E9000,Accident caused by excessive heat due to weather conditions,Excessive heat: weather,
+E9001,Accidents due to excessive heat of man-made origin,"Excessive heat, man-made",
+E9009,Accidents due to excessive heat of unspecified origin,Excessive heat NOS,
+E9010,Accident due to excessive cold due to weather conditions,Excessive cold: weather,
+E9011,Accident due to excessive cold of man-made origin,"Excessive cold, man-made",
+E9018,Accident due to excessive cold of other specified origin,Excessive cold NEC,
+E9019,Accident due to excessive cold of unspecified origin,Excessive cold NOS,
+E9020,Accident due to residence or prolonged visit at high altitude,High altitude residence,
+E9021,Accident due to changes in air pressure in aircraft,Air press chnge: aircrft,
+E9022,Accident due to changes in air pressure due to diving,Air press change: diving,
+E9028,Accident due to changes in air pressure due to other specified causes,Air pressure change NEC,
+E9029,Accident due to changes in air pressure from unspecified cause,Air pressure change NOS,
+E903,Accident caused by travel and motion,Travel and motion,
+E9040,Accident due to abandonment or neglect of infants and helpless persons,Abandonment/lack of care,
+E9041,Accident due to lack of food,Lack of food,
+E9042,Accident due to lack of water,Lack of water,
+E9043,"Accident due to exposure (to weather conditions), not elsewhere classifiable",Exposure NEC,
+E9049,"Accident due to privation, unqualified",Privation NOS,
+E9050,Venomous snakes and lizards causing poisoning and toxic reactions,Venomous snake bite,
+E9051,Venomous spiders causing poisoning and toxic reactions,Venomous spider bite,
+E9052,Scorpion sting causing poisoning and toxic reactions,Scorpion sting,
+E9053,"Sting of hornets, wasps, and bees causing poisoning and toxic reactions",Hornet/wasp/bee sting,
+E9054,Centipede and venomous millipede (tropical) bite causing poisoning and toxic reactions,Centipede bite,
+E9055,Other venomous arthropods causing poisoning and toxic reactions,Venomous arthropods NEC,
+E9056,Venomous marine animals and plants causing poisoning and toxic reactions,Venom sea animals/plants,
+E9057,Poisoning and toxic reactions caused by other plants,Poisoning by other plant,
+E9058,Poisoning and toxic reactions caused by other specified animals and plants,Venomous bite/sting NEC,
+E9059,Poisoning and toxic reactions caused by unspecified animals and plants,Venomous bite/sting NOS,
+E9060,Dog bite,Dog bite,
+E9061,Rat bite,Rat bite,
+E9062,Bite of nonvenomous snakes and lizards,Nonvenomous snake bite,
+E9063,Bite of other animal except arthropod,Animal bite NEC,
+E9064,Bite of nonvenomous arthropod,Nonvenom arthropod bite,
+E9065,Bite by unspecified animal,Animal bite NOS,
+E9068,Other specified injury caused by animal,Inj NEC caused by animal,
+E9069,Unspecified injury caused by animal,Inj NOS caused by animal,
+E907,Accident due to lightning,Acc due to lightning,
+E9080,Hurricane,Accident d/t hurricane,
+E9081,Tornado,Accident d/t tornado,
+E9082,Floods,Accident d/t floods,
+E9083,Blizzard (snow) (ice),Acc d/t snow blizzard,
+E9084,Dust storm,Accident d/t dust storm,
+E9088,Other cataclysmic storms,Accident d/t storm NEC,
+E9089,"Unspecified cataclysmic storms, and floods resulting from storms",Acc d/t storm/flood NOS,
+E9090,Earthquakes,Acc d/t earthquakes,
+E9091,Volcanic eruptions,Acc d/t volcanic erupt,
+E9092,"Avalanche, landslide, or mudslide",Acc d/t avalanche,
+E9093,Collapse of dam or man-made structure,Acc d/t dam collapse,
+E9094,Tidalwave caused by earthquake,Acc d/t tidalwave NOS,
+E9098,Other cataclysmic earth surface movements and eruptions,Acc d/t eruptions NEC,
+E9099,Unspecified cataclysmic earth surface movements and eruptions,Acc d/t eruptions NOS,
+E9100,Accidental drowning and submersion while water-skiing,Water-skiing accident,
+E9101,Accidental drowning and submersion while engaged in other sport or recreational activity with diving equipment,Skin/scuba diving acc,
+E9102,Accidental drowning and submersion while engaged in other sport or recreational activity without diving equipment,Swimming accident NOS,
+E9103,Accidental drowning and submersion while swimming or diving for purposes other than recreation or sport,Swimming/diving acc NEC,
+E9104,Accidental drowning and submersion in bathtub,Drowning in bathtub,
+E9108,Other accidental drowning or submersion,Accidental drowning NEC,
+E9109,Unspecified accidental drowning or submersion,Accidental drowning NOS,
+E911,Inhalation and ingestion of food causing obstruction of respiratory tract or suffocation,Resp obstr-food inhal,
+E912,Inhalation and ingestion of other object causing obstruction of respiratory tract or suffocation,Resp obstr-inhal obj NEC,
+E9130,Accidental mechanical suffocation in bed or cradle,Suffocat in bed/cradle,
+E9131,Accidental mechanical suffocation by plastic bag,Suffocation-plastic bag,
+E9132,Accidental mechanical suffocation due to lack of air (in closed place),Suffocation-lack of air,
+E9133,Accidental mechanical suffocation by falling earth or other substance,Cave-in NOS,
+E9138,Accidental mechanical suffocation by other specified means,Suffocation NEC,
+E9139,Accidental mechanical suffocation by unspecified means,Suffocation NOS,
+E914,Foreign body accidentally entering eye and adnexa,FB entering eye,
+E915,Foreign body accidentally entering other orifice,FB entering oth orifice,
+E916,Struck accidentally by falling object,Struck by falling object,
+E9170,Striking against or struck accidentally by objects or persons in sports,Sports acc w/o sub fall,
+E9171,"Striking against or struck accidentally by a crowd, by collective fear or panic",Crowd w/o sub fall,
+E9172,Striking against or struck accidentally in running water,Run water w/o sub fall,
+E9173,Striking against or struck accidentally by furniture without subsequent fall,Furnit w/o sub fall,
+E9174,Striking against or struck accidentally by other stationary object without subsequent fall,Stat ob w/o sub fall NEC,
+E9175,Striking against or struck accidentally by object in sports with subsequent fall,Sports acc w sub fall,
+E9176,"Striking against or struck accidentally caused by a crowd, by collective fear or panic with subsequent fall",Crowd accidnt w sub fall,
+E9177,Striking against or struck accidentally by furniture with subsequent fall,Furniture acc w sub fall,
+E9178,Striking against or struck accidentally by other stationary object with subsequent fall,Stat obj w sub fall NEC,
+E9179,Other accident caused by striking against or being struck accidentally by objects or persons,Obj w-w/o sub fall NEC,
+E918,Caught accidentally in or between objects,Caught between objects,
+E9190,Accidents caused by agricultural machines,Machine accid-agricult,
+E9191,Accidents caused by mining and earth-drilling machinery,Machine accid-mining,
+E9192,Accidents caused by lifting machines and appliances,Lifting machine accident,
+E9193,Accidents caused by metalworking machines,Metalworking machine acc,
+E9194,Accidents caused by woodworking and forming machines,Woodworking machine acc,
+E9195,"Accidents caused by prime movers, except electrical motors",Prime mover machine acc,
+E9196,Accidents caused by transmission machinery,Transmission machine acc,
+E9197,"Accidents caused by earth moving, scraping, and other excavating machines",Earth moving machine acc,
+E9198,Accidents caused by other specified machinery,Machinery accident NEC,
+E9199,Accidents caused by unspecified machinery,Machinery accident NOS,
+E9200,Accidents caused by powered lawn mower,Acc-powered lawn mower,
+E9201,Accidents caused by other powered hand tools,Acc-power hand tool NEC,
+E9202,Accidents caused by powered household appliances and implements,Acc-power house applianc,
+E9203,"Accidents caused by knives, swords, and daggers",Knife/sword/dagger acc,
+E9204,Accidents caused by other hand tools and implements,Accid-other hand tools,
+E9205,Accidents caused by hypodermic needle,Acc-hypodermic needle,
+E9208,Accidents caused by other specified cutting and piercing instruments or objects,Acc-cutting instrum NEC,
+E9209,Accidents caused by unspecified cutting and piercing instrument or object,Acc-cutting instrum NOS,
+E9210,Accident caused by explosion of boilers,Boiler explosion,
+E9211,Accident caused by explosion of gas cylinders,Gas cylinder explosion,
+E9218,Accident caused by explosion of other specified pressure vessels,Press vessel explos NEC,
+E9219,Accident caused by explosion of unspecified pressure vessel,Press vessel explos NOS,
+E9220,Accident caused by handgun,Handgun accident,
+E9221,Accident caused by shotgun (automatic),Shotgun accident,
+E9222,Accident caused by hunting rifle,Hunting rifle accident,
+E9223,Accident caused by military firearms,Military firearm accid,
+E9224,Accident caused by air gun,Accident - air gun,
+E9225,Accident caused by paintball gun,Accident-paintball gun,
+E9228,Accident caused by other specified firearm missile,Firearm accident NEC,
+E9229,Accident caused by unspecified firearm missile,Firearm accident NOS,
+E9230,Accident caused by fireworks,Fireworks accident,
+E9231,Accident caused by blasting materials,Blasting materials accid,
+E9232,Accident caused by explosive gases,Explosive gases accident,
+E9238,Accident caused by other explosive materials,Explosives accident NEC,
+E9239,Accident caused by unspecified explosive material,Explosives accident NOS,
+E9240,"Accident caused by hot liquids and vapors, including steam",Acc-hot liquid & steam,
+E9241,Accident caused by caustic and corrosive substances,Accid-caustic substance,
+E9242,Accident caused by hot (boiling) tap water,Acc-hot tap water,
+E9248,Accident caused by other hot substance or object,Hot substance accid NEC,
+E9249,Accident caused by unspecified hot substance or object,Hot substance accid NOS,
+E9250,Accident caused by domestic wiring and appliances,Domestic wiring accident,
+E9251,"Accident caused by electric current in electric power generating plants, distribution stations, transmission lines",Electr power generat acc,
+E9252,"Accident caused by industrial wiring, appliances, and electrical machinery",Indust wiring/machin acc,
+E9258,Accident caused by other electric current,Electric current acc NEC,
+E9259,Accident caused by unspecified electric current,Electric current acc NOS,
+E9260,Exposure to radiofrequency radiation,Radiofreq radiat exposur,
+E9261,Exposure to infra-red radiation from heaters and lamps,Infra-red appl rad exos,
+E9262,Exposure to visible and ultraviolet light sources,Vis/ultraviol lght expos,
+E9263,Exposure to x-rays and other electromagnetic ionizing radiation,X-ray/gamma ray exposure,
+E9264,Exposure to lasers,Laser exposure,
+E9265,Exposure to radioactive isotopes,Radioact isotope exposur,
+E9268,Exposure to other specified radiation,Radiation exposure NEC,
+E9269,Exposure to unspecified radiation,Radiation exposure NOS,
+E9270,Overexertion from sudden strenuous movement,Overxrt-sudn stren mvmt,
+E9271,Overexertion from prolonged static position,Overxrt-prolng stc postn,
+E9272,Excessive physical exertion,Excess physical exert,
+E9273,Cumulative trauma from repetitive motion,Cumltv trma-repetv motn,
+E9274,Cumulative trauma from repetitive impact,Cumltv trma-repetv impct,
+E9278,Other overexertion and strenuous and repetitive movements or loads,Overexert reptv mvmt NEC,
+E9279,Unspecified overexertion and strenuous and repetitive movements or loads,Overexert reptv mvmt NOS,
+E9280,Prolonged stay in weightless environment,Acc d/t weightless envir,
+E9281,Exposure to noise,Exposure to noise,
+E9282,Vibration,Exposure to vibration,
+E9283,Human bite,Human bite - accidental,
+E9284,External constriction caused by hair,Ext constriction-hair,
+E9285,External constriction caused by other object,Ext constriction-obj NEC,
+E9286,Environmental exposure to harmful algae and toxins,Envir expose algae/toxin,
+E9287,"Environmental and accidental causes, mechanism or component of firearm and air gun",Accidnt-mech firearm/gun,
+E9288,Other accidents,Accident NEC,
+E9289,Unspecified accident,Accident NOS,
+E9290,Late effects of motor vehicle accident,Late eff motor vehic acc,
+E9291,Late effects of other transport accident,Late eff transport acc,
+E9292,Late effects of accidental poisoning,Late eff acc poisoning,
+E9293,Late effects of accidental fall,Late eff accidental fall,
+E9294,Late effects of accident caused by fire,Late eff fire acc,
+E9295,Late effects of accident due to natural and environmental factors,Late eff environment acc,
+E9298,Late effects of other accidents,Late eff accident NEC,
+E9299,Late effects of unspecified accident,Late eff accident NOS,
+E9300,Penicillins causing adverse effects in therapeutic use,Adv eff penicillins,
+E9301,Antifungal antibiotics causing adverse effects in therapeutic use,Adv eff antifung antbiot,
+E9302,Chloramphenicol group causing adverse effects in therapeutic use,Adv eff chloramphenicol,
+E9303,Erythromycin and other macrolides causing adverse effects in therapeutic use,Adv eff erythromycin,
+E9304,Tetracycline group causing adverse effects in therapeutic use,Adv eff tetracycline,
+E9305,Cephalosporin group causing adverse effects in therapeutic use,Adv eff cephalosporin,
+E9306,Antimycobacterial antibiotics causing adverse effects in therapeutic use,Adv eff antmycob antbiot,
+E9307,Antineoplastic antibiotics causing adverse effects in therapeutic use,Adv eff antineop antbiot,
+E9308,Other specified antibiotics causing adverse effects in therapeutic use,Adv eff antibiotics NEC,
+E9309,Unspecified antibiotic causing adverse effects in therapeutic use,Adv eff antibiotic NOS,
+E9310,Sulfonamides causing adverse effects in therapeutic use,Adv eff sulfonamides,
+E9311,Arsenical anti-infectives causing adverse effects in therapeutic use,Adv eff arsenic anti-inf,
+E9312,Heavy metal anti-infectives causing adverse effects in therapeutic use,Adv eff metal anti-inf,
+E9313,Quinoline and hydroxyquinoline derivatives causing adverse effects in therapeutic use,Adv eff quinoline,
+E9314,Antimalarials and drugs acting on other blood protozoa causing adverse effects in therapeutic use,Adv eff antimalarials,
+E9315,Other antiprotozoal drugs causing adverse effects in therapeutic use,Adv eff antprotazoal NEC,
+E9316,Anthelmintics causing adverse effects in therapeutic use,Adv eff anthelmintics,
+E9317,Antiviral drugs causing adverse effects in therapeutic use,Adv eff antiviral drugs,
+E9318,Other antimycobacterial drugs causing adverse effects in therapeutic use,Adv eff antimycobac NEC,
+E9319,Other and unspecified anti-infectives causing adverse effects in therapeutic use,Adv eff antinfct NEC/NOS,
+E9320,Adrenal cortical steroids causing adverse effects in therapeutic use,Adv eff corticosteroids,
+E9321,Androgens and anabolic congeners causing adverse effects in therapeutic use,Adv eff androgens,
+E9322,Ovarian hormones and synthetic substitutes causing adverse effects in therapeutic use,Adv eff ovarian hormones,
+E9323,Insulins and antidiabetic agents causing adverse effects in therapeutic use,Adv eff insulin/antidiab,
+E9324,Anterior pituitary hormones causing adverse effects in therapeutic use,Adv eff ant pituitary,
+E9325,Posterior pituitary hormones causing adverse effects in therapeutic use,Adv eff post pituitary,
+E9326,Parathyroid and parathyroid derivatives causing adverse effects in therapeutic use,Adv eff parathyroid,
+E9327,Thyroid and thyroid derivatives causing adverse effects in therapeutic use,Adv eff thyroid & deriv,
+E9328,Antithyroid agents causing adverse effects in therapeutic use,Adv eff antithyroid agnt,
+E9329,Other and unspecified hormones and synthetic substitutes causing adverse effects in therapeutic use,Adv eff hormones NEC/NOS,
+E9330,Antiallergic and antiemetic drugs causing adverse effects in therapeutic use,Adv eff anallrg/antemet,
+E9331,Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use,Adv eff antineoplastic,
+E9332,Acidifying agents causing adverse effects in therapeutic use,Adv eff acidifying agent,
+E9333,Alkalizing agents causing adverse effects in therapeutic use,Adv eff alkalizing agent,
+E9334,"Enzymes, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff enzymes NEC,
+E9335,"Vitamins, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff vitamins NEC,
+E9336,Oral bisphosphonates,Oral bisphosphonates,
+E9337,Intravenous bisphosphonates,IV bisphosphonates,
+E9338,"Other systemic agents, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff systemic agt NEC,
+E9339,Unspecified systemic agent causing adverse effects in therapeutic use,Adv eff systemic agt NOS,
+E9340,Iron and its compounds causing adverse effects in therapeutic use,Adv eff iron & compounds,
+E9341,Liver preparations and other antianemic agents causing adverse effects in therapeutic use,Adv eff liver/antianemic,
+E9342,Anticoagulants causing adverse effects in therapeutic use,Adv eff anticoagulants,
+E9343,Vitamin k [phytonadione] causing adverse effects in therapeutic use,Adv eff vitamin k,
+E9344,Fibrinolysis-affecting drugs causing adverse effects in therapeutic use,Adv eff fibrinolysis agt,
+E9345,Anticoagulant antagonists and other coagulants causing adverse effects in therapeutic use,Adv eff coagulants,
+E9346,Gamma globulin causing adverse effects in therapeutic use,Adv eff gamma globulin,
+E9347,Natural blood and blood products causing adverse effects in therapeutic use,Adv eff blood products,
+E9348,Other agents affecting blood constituents causing adverse effects in therapeutic use,Adv eff blood agent NEC,
+E9349,Unspecified agent affecting blood constituents causing adverse effects in therapeutic use,Adv eff blood agent NOS,
+E9350,Heroin causing adverse effects in therapeutic use,Adv eff heroin,
+E9351,Methadone causing averse effects in therapeutic use,Adv eff methadone,
+E9352,Other opiates and related narcotics causing adverse effects in therapeutic use,Adv eff opiates,
+E9353,Salicylates causing adverse effects in therapeutic use,Adv eff salicylates,
+E9354,"Aromatic analgesics, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff arom analgsc NEC,
+E9355,Pyrazole derivatives causing adverse effects in therapeutic use,Adv eff pyrazole deriv,
+E9356,Antirheumatics [antiphlogistics] causing adverse effects in therapeutic use,Adv eff antirheumatics,
+E9357,Other non-narcotic analgesics causing adverse effects in therapeutic use,Adv eff non-narc analgsc,
+E9358,Other specified analgesics and antipyretics causing adverse effects in therapeutic use,Adv eff analgesics NEC,
+E9359,Unspecified analgesic and antipyretic causing adverse effects in therapeutic use,Adv eff analgesic NOS,
+E9360,Oxazolidine derivatives causing adverse effects in therapeutic use,Adv eff oxazolidin deriv,
+E9361,Hydantoin derivatives causing adverse effects in therapeutic use,Adv eff hydantoin deriv,
+E9362,Succinimides causing adverse effects in therapeutic use,Adv eff succinimides,
+E9363,Other and unspecified anticonvulsants causing adverse effects in therapeutic use,Adv eff antconvl NEC/NOS,
+E9364,Anti-parkinsonism drugs causing adverse effects in therapeutic use,Adv eff anti-parkinson,
+E9370,Barbiturates causing adverse effects in therapeutic use,Adv eff barbiturates,
+E9371,Chloral hydrate group causing adverse effects in therapeutic use,Adv eff chloral hydrate,
+E9372,Paraldehyde causing adverse effects in therapeutic use,Adv eff paraldehyde,
+E9373,Bromine compounds causing adverse effects in therapeutic use,Adv eff bromine compnds,
+E9374,Methaqualone compounds causing adverse effects in therapeutic use,Adv eff methaqualone,
+E9375,Glutethimide group causing adverse effects in therapeutic use,Adv eff glutethimide,
+E9376,"Mixed sedatives, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff mix sedative,
+E9378,Other sedatives and hypnotics causing adverse effects in therapeutic use,Adv eff sedat/hypnot NEC,
+E9379,Unspecified sedatives and hypnotics causing adverse effects in therapeutic use,Adv eff sedat/hypnot NOS,
+E9380,Central nervous system muscle-tone depressants causing adverse effects in therapeutic use,Adv eff cns muscl depres,
+E9381,Halothane causing adverse effects in therapeutic use,Adv eff halothane,
+E9382,Other gaseous anesthetics causing adverse effects in therapeutic use,Adv eff gas anesthet NEC,
+E9383,Intravenous anesthetics causing adverse effects in therapeutic use,Adv eff intraven anesth,
+E9384,Other and unspecified general anesthetics causing adverse effects in therapeutic use,Adv eff gen anes NEC/NOS,
+E9385,Surface and infiltration anesthetics causing adverse effects in therapeutic use,Adv eff topic/infil anes,
+E9386,Peripheral nerve- and plexus-blocking anesthetics causing adverse effects in therapeutic use,Adv eff nerve-block anes,
+E9387,Spinal anesthetics causing adverse effects in therapeutic use,Adv eff spinal anesthet,
+E9389,Other and unspecified local anesthetics causing adverse effects in therapeutic use,Adv eff loc anes NEC/NOS,
+E9390,Antidepressants causing adverse effects in therapeutic use,Adv eff antidepressants,
+E9391,Phenothiazine-based tranquilizers causing adverse effects in therapeutic use,Adv eff phenothiaz tranq,
+E9392,Butyrophenone-based tranquilizers causing adverse effects in therapeutic use,Adv eff butyrophen tranq,
+E9393,"Other antipsychotics, neuroleptics, and major tranquilizers causing adverse effects in therapeutic use",Adv eff antipsychotc NEC,
+E9394,Benzodiazepine-based tranquilizers causing adverse effects in therapeutic use,Adv eff benzodiaz tranq,
+E9395,Other tranquilizers causing adverse effects in therapeutic use,Adv eff tranquilizer NEC,
+E9396,Psychodysleptics [hallucinogens] causing adverse effects in therapeutic use,Adv eff hallucinogens,
+E9397,Psychostimulants causing adverse effects in therapeutic use,Adv eff psychostimulants,
+E9398,Other psychotropic agents causing adverse effects in therapeutic use,Adv eff psychotropic NEC,
+E9399,Unspecified psychotropic agent causing adverse effects in therapeutic use,Adv eff psychotropic NOS,
+E9400,Analeptics causing adverse effects in therapeutic use,Adv eff analeptics,
+E9401,Opiate antagonists causing adverse effects in therapeutic use,Adv eff opiat antagonist,
+E9408,Other specified central nervous system stimulants causing adverse effects in therapeutic use,Adv eff cns stimulnt NEC,
+E9409,Unspecified central nervous system stimulant causing adverse effects in therapeutic use,Adv eff cns stimulnt NOS,
+E9410,Parasympathomimetics [cholinergics] causing adverse effects in therapeutic use,Adv eff cholinergics,
+E9411,Parasympatholytics [anticholinergics and antimuscarinics] and spasmolytics causing adverse effects in therapeutic use,Adv eff parasympatholytc,
+E9412,Sympathomimetics [adrenergics] causing adverse effects in therapeutic use,Adv eff sympathomimetics,
+E9413,Sympatholytics [antiadrenergics] causing adverse effects in therapeutic use,Adv eff sympatholytics,
+E9419,Unspecified drug primarily affecting the autonomic nervous system causing adverse effects in therapeutic use,Adv eff autonom agnt NOS,
+E9420,Cardiac rhythm regulators causing adverse effects in therapeutic use,Adv eff card rhyth regul,
+E9421,Cardiotonic glycosides and drugs of similar action causing adverse effects in therapeutic use,Adv eff cardiotonics,
+E9422,Antilipemic and antiarteriosclerotic drugs causing adverse effects in therapeutic use,Adv eff antilipemics,
+E9423,Ganglion-blocking agents causing adverse effects in therapeutic use,Adv eff ganglion-block,
+E9424,Coronary vasodilators causing adverse effects in therapeutic use,Adv eff coronary vasodil,
+E9425,Other vasodilators causing adverse effects in therapeutic use,Adv eff vasodilators NEC,
+E9426,Other antihypertensive agents causing adverse effects in therapeutic use,Adv eff antihyperten agt,
+E9427,"Antivaricose drugs, including sclerosing agents, causing adverse effects in therapeutic use",Adv eff antivaricose,
+E9428,Capillary-active drugs causing adverse effects in therapeutic use,Adv eff capillary-act,
+E9429,Other and unspecified agents primarily affecting the cardiovascular system causing adverse effects in therapeutic use,Adv eff cardiovasc NEC,
+E9430,Antacids and antigastric secretion drugs causing adverse effects in therapeutic use,Adv eff antacids,
+E9431,Irritant cathartics causing adverse effects in therapeutic use,Adv eff irrit cathartic,
+E9432,Emollient cathartics causing adverse effects in therapeutic use,Adv eff emoll cathartics,
+E9433,"Other cathartics, including intestinal atonia drugs, causing adverse effects in therapeutic use",Adv eff cathartics NEC,
+E9434,Digestants causing adverse effects in therapeutic use,Adv eff digestants,
+E9435,Antidiarrheal drugs causing adverse effects in therapeutic use,Adv eff antidiarrhea agt,
+E9436,Emetics causing adverse effects in therapeutic use,Adv eff emetics,
+E9438,Other specified agents primarily affecting the gastro-intestinal system causing adverse effects in therapeutic use,Adv eff GI agent NEC,
+E9439,Unspecified agent primarily affecting the gastrointestinal system causing adverse effects in therapeutic use,Adv eff GI agent NOS,
+E9440,Mercurial diuretics causing adverse effects in therapeutic use,Adv eff mercury diuretic,
+E9441,Purine derivative diuretics causing adverse effects in therapeutic use,Adv eff purine diuretics,
+E9442,Carbonic acid anhydrase inhibitors causing adverse effects in therapeutic use,Adv eff acetazolamide,
+E9443,Saluretics causing adverse effects in therapeutic use,Adv eff saluretics,
+E9444,Other diuretics causing adverse effects in therapeutic use,Adv eff diuretics NEC,
+E9445,"Electrolytic, caloric, and water-balance agents causing adverse effects in therapeutic use",Adv eff electrolyte agnt,
+E9446,"Other mineral salts, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff mineral salt NEC,
+E9447,Uric acid metabolism drugs causing adverse effects in therapeutic use,Adv eff uric acid metab,
+E9450,Oxytocic agents causing adverse effects in therapeutic use,Adv eff oxytocic agents,
+E9451,Smooth muscle relaxants causing adverse effects in therapeutic use,Adv eff smooth musc relx,
+E9452,Skeletal muscle relaxants causing adverse effects in therapeutic use,Adv eff skelet musc relx,
+E9453,Other and unspecified drugs acting on muscles causing adverse effects in therapeutic use,Adv eff musc agt NEC/NOS,
+E9454,Antitussives causing adverse effects in therapeutic use,Adv eff antitussives,
+E9455,Expectorants causing adverse effects in therapeutic use,Adv eff expectorants,
+E9456,Anti-common cold drugs causing adverse effects in therapeutic use,Adv eff anti-common cold,
+E9457,Antiasthmatics causing adverse effects in therapeutic use,Adv eff antiasthmatics,
+E9458,Other and unspecified respiratory drugs causing adverse effects in therapeutic use,Adv eff resp drg NEC/NOS,
+E9460,Local anti-infectives and anti-inflammatory drugs causing adverse effects in therapeutic use,Adv eff loc anti-infectv,
+E9461,Antipruritics causing adverse effects in therapeutic use,Adv eff antipruritics,
+E9462,Local astringents and local detergents causing adverse effects in therapeutic use,Adv eff local astringent,
+E9463,"Emollients, demulcents, and protectants causing adverse effects in therapeutic use",Adv eff emollient/demulc,
+E9464,"Keratolytics, keratoplastics, other hair treatment drugs and preparations causing adverse effects in therapeutic use",Adv eff hair/scalp prep,
+E9465,Eye anti-infectives and other eye drugs causing adverse effects in therapeutic use,Adv eff eye anti-inf/drg,
+E9466,"Anti-infectives and other drugs and preparations for ear, nose, and throat causing adverse effects in therapeutic use",Adv eff ent anti-inf/drg,
+E9467,Dental drugs topically applied causing adverse effects in therapeutic use,Adv eff topic dental drg,
+E9468,Other agents primarily affecting skin and mucous membrane causing adverse effects in therapeutic use,Adv eff skin agent NEC,
+E9469,Unspecified agent primarily affecting skin and mucous membrane causing adverse effects in therapeutic use,Adv eff skin agent NOS,
+E9470,Dietetics causing adverse effects in therapeutic use,Adv eff dietetics,
+E9471,Lipotropic drugs causing adverse effects in therapeutic use,Adv eff lipotropic drugs,
+E9472,"Antidotes and chelating agents, not elsewhere classified, causing adverse effects in therapeutic use",Adv eff antidotes NEC,
+E9473,Alcohol deterrents causing adverse effects in therapeutic use,Adv eff alcohol deter,
+E9474,Pharmaceutical excipients causing adverse effects in therapeutic use,Adv eff pharmaceut excip,
+E9478,Other drugs and medicinal substances causing adverse effects in therapeutic use,Adv eff medicinal NEC,
+E9479,Unspecified drug or medicinal substance causing adverse effects in therapeutic use,Adv eff medicinal NOS,
+E9480,Bcg vaccine causing adverse effects in therapeutic use,Adv eff bcg vaccine,
+E9481,Typhoid and paratyphoid vaccines causing adverse effects in therapeutic use,Adv eff typhoid vaccine,
+E9482,Cholera vaccine causing adverse effects in therapeutic use,Adv eff cholera vaccine,
+E9483,Plague vaccine causing adverse effects in therapeutic use,Adv eff plague vaccine,
+E9484,Tetanus vaccine causing adverse effects in therapeutic use,Adv eff tetanus vaccine,
+E9485,Diphtheria vaccine causing adverse effects in therapeutic use,Adv eff diphther vaccine,
+E9486,"Pertussis vaccine, including combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff pertussis vaccin,
+E9488,Other and unspecified bacterial vaccines causing adverse effects in therapeutic use,Adv eff bact vac NEC/NOS,
+E9489,"Mixed bacterial vaccines, except combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff mix bact vaccine,
+E9490,Smallpox vaccine causing adverse effects in therapeutic use,Adv eff smallpox vaccine,
+E9491,Rabies vaccine causing adverse effects in therapeutic use,Adv eff rabies vaccine,
+E9492,Typhus vaccine causing adverse effects in therapeutic use,Adv eff typhus vaccine,
+E9493,Yellow fever vaccine causing adverse effects in therapeutic use,Adv eff yellow fever vac,
+E9494,Measles vaccine causing adverse effects in therapeutic use,Adv eff measles vaccine,
+E9495,Poliomyelitis vaccine causing adverse effects in therapeutic use,Adv eff polio vaccine,
+E9496,Other and unspecified viral and rickettsial vaccines causing adverse effects in therapeutic use,Adv eff viral vacc NEC,
+E9497,"Mixed viral-rickettsial and bacterial vaccines, except combinations with a pertussis component, causing adverse effects in therapeutic use",Adv eff mixed viral-bact,
+E9499,Other and unspecified vaccines and biological substances causing adverse effects in therapeutic use,Adv eff biologic NEC/NOS,
+E9500,"Suicide and self-inflicted poisoning by analgesics, antipyretics, and antirheumatics",Poison-analgesics,
+E9501,Suicide and self-inflicted poisoning by barbiturates,Poison-barbiturates,
+E9502,Suicide and self-inflicted poisoning by other sedatives and hypnotics,Poison-sedat/hypnotic,
+E9503,Suicide and self-inflicted poisoning by tranquilizers and other psychotropic agents,Poison-psychotropic agt,
+E9504,Suicide and self-inflicted poisoning by other specified drugs and medicinal substances,Poison-drug/medicin NEC,
+E9505,Suicide and self-inflicted poisoning by unspecified drug or medicinal substance,Poison-drug/medicin NOS,
+E9506,Suicide and self-inflicted poisoning by agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers,Poison-agricult agent,
+E9507,Suicide and self-inflicted poisoning by corrosive and caustic substances,Poison-corrosiv/caustic,
+E9508,Suicide and self-inflicted poisoning by arsenic and its compounds,Poison-arsenic,
+E9509,Suicide and self-inflicted poisoning by other and unspecified solid and liquid substances,Poison-solid/liquid NEC,
+E9510,Suicide and self-inflicted poisoning by gas distributed by pipeline,Poison-piped gas,
+E9511,Suicide and self-inflicted poisoning by liquefied petroleum gas distributed in mobile containers,Poison-gas in container,
+E9518,Suicide and self-inflicted poisoning by other utility gas,Poison-utility gas NEC,
+E9520,Suicide and self-inflicted poisoning by motor vehicle exhaust gas,Poison-exhaust gas,
+E9521,Suicide and self-inflicted poisoning by other carbon monoxide,Poison-co NEC,
+E9528,Suicide and self-inflicted poisoning by other specified gases and vapors,Poison-gas/vapor NEC,
+E9529,Suicide and self-inflicted poisoning by unspecified gases and vapors,Poison-gas/vapor NOS,
+E9530,Suicide and self-inflicted injury by hanging,Injury-hanging,
+E9531,Suicide and self-inflicted injury by suffocation by plastic bag,Injury-suff w plas bag,
+E9538,Suicide and self-inflicted injury by other specified means,Injury-strang/suff NEC,
+E9539,Suicide and self-inflicted injury by unspecified means,Injury-strang/suff NOS,
+E954,Suicide and self-inflicted injury by submersion [drowning],Injury-submersion,
+E9550,Suicide and self-inflicted injury by handgun,Injury-handgun,
+E9551,Suicide and self-inflicted injury by shotgun,Injury-shotgun,
+E9552,Suicide and self-inflicted injury by hunting rifle,Injury-hunting rifle,
+E9553,Suicide and self-inflicted injury by military firearms,Injury-military firearm,
+E9554,Suicide and self-inflicted injury by other and unspecified firearm,Injury-firearm NEC,
+E9555,Suicide and self-inflicted injury by explosives,Injury-explosives,
+E9556,Suicide and self-inflicted injury by air gun,Self inflict acc-air gun,
+E9557,Suicide and self-inflicted injury by paintball gun,Self inj-paintball gun,
+E9559,"Suicide and self-inflicted injury by firearms and explosives, unspecified",Injury-firearm/expl NOS,
+E956,Suicide and self-inflicted injury by cutting and piercing instrument,Injury-cut instrument,
+E9570,Suicide and self-inflicted injuries by jumping from residential premises,Injury-jump fm residence,
+E9571,Suicide and self-inflicted injuries by jumping from other man-made structures,Injury-jump fm struc NEC,
+E9572,Suicide and self-inflicted injuries by jumping from natural sites,Injury-jump fm natur sit,
+E9579,Suicide and self-inflicted injuries by jumping from unspecified site,Injury-jump NEC,
+E9580,Suicide and self-inflicted injury by jumping or lying before moving object,Injury-moving object,
+E9581,"Suicide and self-inflicted injury by burns, fire","Injury-burn, fire",
+E9582,Suicide and self-inflicted injury by scald,Injury-scald,
+E9583,Suicide and self-inflicted injury by extremes of cold,Injury-extreme cold,
+E9584,Suicide and self-inflicted injury by electrocution,Injury-electrocution,
+E9585,Suicide and self-inflicted injury by crashing of motor vehicle,Injury-motor veh crash,
+E9586,Suicide and self-inflicted injury by crashing of aircraft,Injury-aircraft crash,
+E9587,"Suicide and self-inflicted injury by caustic substances, except poisoning",Injury-caustic substance,
+E9588,Suicide and self-inflicted injury by other specified means,Injury-NEC,
+E9589,Suicide and self-inflicted injury by unspecified means,Injury-NOS,
+E959,Late effects of self-inflicted injury,Late eff of self-injury,
+E9600,Unarmed fight or brawl,Unarmed fight or brawl,
+E9601,Rape,Rape,
+E961,"Assault by corrosive or caustic substance, except poisoning",Assault-corrosiv/caust,
+E9620,Assault by drugs and medicinal substances,Assault-pois w medic agt,
+E9621,Assault by other solid and liquid substances,Assault-pois w solid/liq,
+E9622,Assault by other gases and vapors,Assault-pois w gas/vapor,
+E9629,Assault by unspecified poisoning,Assault-poisoning NOS,
+E963,Assault by hanging and strangulation,Assault-hanging/strangul,
+E964,Assault by submersion [drowning],Assault-submersion,
+E9650,Assault by handgun,Assault-handgun,
+E9651,Assault by shotgun,Assault-shotgun,
+E9652,Assault by hunting rifle,Assault-hunting rifle,
+E9653,Assault by military firearms,Assault-military weapon,
+E9654,Assault by other and unspecified firearm,Assault-firearm NEC,
+E9655,Assault by antipersonnel bomb,Assault-antiperson bomb,
+E9656,Assault by gasoline bomb,Assault-gasoline bomb,
+E9657,Assault by letter bomb,Assault-letter bomb,
+E9658,Assault by other specified explosive,Assault-explosive NEC,
+E9659,Assault by unspecified explosive,Assault-explosive NOS,
+E966,Assault by cutting and piercing instrument,Assault-cutting instr,
+E9670,"Perpetrator of child and adult abuse, by father, stepfather, or boyfriend",Abuse by fther/stpfth/bf,
+E9671,"Perpetrator of child and adult abuse, by other specified person",Child abuse by pers NEC,
+E9672,"Perpetrator of child and adult abuse, by mother, stepmother, or girlfriend",Abuse by mther/stpmth/gf,
+E9673,"Perpetrator of child and adult abuse, by spouse or partner",Batter by spouse/partner,
+E9674,"Perpetrator of child and adult abuse, by child",Battering by child,
+E9675,"Perpetrator of child and adult abuse, by sibling",Battering by sibling,
+E9676,"Perpetrator of child and adult abuse, by grandparent",Battering by grandparent,
+E9677,"Perpetrator of child and adult abuse, by other relative",Batter by other relative,
+E9678,"Perpetrator of child and adult abuse, by non-related caregiver",Batter by non-relative,
+E9679,"Perpetrator of child and adult abuse, by unspecified person",Child abuse NOS,
+E9680,Assault by fire,Assault-fire,
+E9681,Assault by pushing from a high place,Asslt-push from hi place,
+E9682,Assault by striking by blunt or thrown object,Assault-striking w obj,
+E9683,Assault by hot liquid,Assault-hot liquid,
+E9684,Assault by criminal neglect,Assault-criminal neglect,
+E9685,Assault by transport vehicle,Asslt-transport vehicle,
+E9686,Assault by air gun,Assault - air gun,
+E9687,Assault by human bite,Human bite - assault,
+E9688,Assault by other specified means,Assault NEC,
+E9689,Assault by unspecified means,Assault NOS,
+E969,Late effects of injury purposely inflicted by other person,Late effect assault,
+E970,Injury due to legal intervention by firearms,Legal intervent-firearm,
+E971,Injury due to legal intervention by explosives,Legal intervent-explosiv,
+E972,Injury due to legal intervention by gas,Legal intervent-gas,
+E973,Injury due to legal intervention by blunt object,Legal interven-blunt obj,
+E974,Injury due to legal intervention by cutting and piercing instrument,Legal interven-cut instr,
+E975,Injury due to legal intervention by other specified means,Legal intervention NEC,
+E976,Injury due to legal intervention by unspecified means,Legal intervention NOS,
+E977,Late effects of injuries due to legal intervention,Late eff-legal intervent,
+E978,Legal execution,Legal execution,
+E9790,Terrorism involving explosion of marine weapons,"Terrorism,marine weapons",
+E9791,Terrorism involving destruction of aircraft,"Terrorism,dest aircraft",
+E9792,Terrorism involving other explosions and fragments,"Terrorism,explosions",
+E9793,Terrorism involving fires,"Terrorism, fires",
+E9794,Terrorism involving firearms,"Terrorism, firearms",
+E9795,Terrorism involving nuclear weapons,"Terrorism, nuc weapons",
+E9796,Terrorism involving biological weapons,"Terrorism, biologicals",
+E9797,Terrorism involving chemical weapons,"Terrorism, chemicals",
+E9798,Terrorism involving other means,"Terrorism, NEC/NOS",
+E9799,Terrorism secondary effects,"Terrorism, secondary",
+E9800,"Poisoning by analgesics, antipyretics, and antirheumatics, undetermined whether accidentally or purposely inflicted",Undeterm pois-analgesics,
+E9801,"Poisoning by barbiturates, undetermined whether accidentally or purposely inflicted",Undeterm pois-barbiturat,
+E9802,"Poisoning by other sedatives and hypnotics, undetermined whether accidentally or purposely inflicted",Undet pois-sed/hypn NEC,
+E9803,"Poisoning by tranquilizers and other psychotropic agents, undetermined whether accidentally or purposely inflicted",Undeterm pois-psychotrop,
+E9804,"Poisoning by other specified drugs and medicinal substances, undetermined whether accidentally or purposely inflicted",Undet pois-med agnt NEC,
+E9805,"Poisoning by unspecified drug or medicinal substance, undetermined whether accidentally or purposely inflicted",Undet pois-med agnt NOS,
+E9806,"Poisoning by corrosive and caustic substances, undetermined whether accidentally or purposely inflicted",Undet pois-corros/caust,
+E9807,"Poisoning by agricultural and horticultural chemical and pharmaceutical preparations other than plant foods and fertilizers, undetermined whether accidentally or purposely inflicted",Undet pois-agricult agnt,
+E9808,"Poisoning by arsenic and its compounds, undetermined whether accidentally or purposely inflicted",Undeter pois-arsenic,
+E9809,"Poisoning by other and unspecified solid and liquid substances, undetermined whether accidentally or purposely inflicted",Undeter pois-sol/liq NEC,
+E9810,"Poisoning by gas distributed by pipeline, undetermined whether accidentally or purposely inflicted",Undeter pois-piped gas,
+E9811,"Poisoning by liquefied petroleum gas distributed in mobile containers, undetermined whether accidentally or purposely inflicted",Undet pois-container gas,
+E9818,"Poisoning by other utility gas, undetermined whether accidentally or purposely inflicted",Undet pois-util gas NEC,
+E9820,"Poisoning by motor vehicle exhaust gas, undetermined whether accidentally or purposely inflicted",Undeter pois-exhaust gas,
+E9821,"Poisoning by other carbon monoxide, undetermined whether accidentally or purposely inflicted",Undetermin poison-co NEC,
+E9828,"Poisoning by other specified gases and vapors, undetermined whether accidentally or purposely inflicted",Undet pois-gas/vapor NEC,
+E9829,"Poisoning by unspecified gases and vapors, undetermined whether accidentally or purposely inflicted",Undet pois-gas/vapor NOS,
+E9830,"Hanging, undetermined whether accidentally or purposely inflicted",Undetermin circ-hanging,
+E9831,"Suffocation by plastic bag, undetermined whether accidentally or purposely inflicted",Undet circ-suf plast bag,
+E9838,"Strangulation or suffocation by other specified means, undetermined whether accidentally or purposely inflicted",Undet circ-suffocate NEC,
+E9839,"Strangulation or suffocation by unspecified means, undetermined whether accidentally or purposely inflicted",Undet circ-suffocate NOS,
+E984,"Submersion (drowning), undetermined whether accidentally or purposely inflicted",Undeterm circ-submersion,
+E9850,"Injury by handgun, undetermined whether accidentally or purposely inflicted",Undetermin circ-handgun,
+E9851,"Injury by shotgun, undetermined whether accidentally or purposely inflicted",Undetermin circ-shotgun,
+E9852,"Injury by hunting rifle, undetermined whether accidentally or purposely inflicted",Undet circ-hunting rifle,
+E9853,"Injury by military firearms, undetermined whether accidentally or purposely inflicted",Undet circ-military arms,
+E9854,"Injury by other and unspecified firearm, undetermined whether accidentally or purposely inflicted",Undeter circ-firearm NEC,
+E9855,"Injury by explosives, undetermined whether accidentally or purposely inflicted",Undeterm circ-explosive,
+E9856,"Injury by air gun, undetermined whether accidental or purposely inflicted",Undetrmine accid-air gun,
+E9857,"Injury by paintball gun, undetermined whether accidental or purposely inflicted",Injury paintball gun NOS,
+E986,"Injury by cutting and piercing instruments, undetermined whether accidentally or purposely inflicted",Undet circ-cut instrumnt,
+E9870,"Falling from residential premises, undetermined whether accidentally or purposely inflicted",Undet circ-fall residenc,
+E9871,"Falling from other man-made structures, undetermined whether accidentally or purposely inflicted",Undet fall structure NEC,
+E9872,"Falling from natural sites, undetermined whether accidentally or purposely inflicted",Undet fall natural site,
+E9879,"Falling from unspecified site, undetermined whether accidentally or purposely inflicted",Undet circ-fall site NOS,
+E9880,"Injury by jumping or lying before moving object, undetermined whether accidentally or purposely inflicted",Undeterm circ-moving obj,
+E9881,"Injury by burns or fire, undetermined whether accidentally or purposely inflicted","Undeterm circ-burn, fire",
+E9882,"Injury by scald, undetermined whether accidentally or purposely inflicted",Undeterm circ-scald,
+E9883,"Injury by extremes of cold, undetermined whether accidentally or purposely inflicted",Undeterm circ-extrm cold,
+E9884,"Injury by electrocution, undetermined whether accidentally or purposely inflicted",Undeterm circ-electrocut,
+E9885,"Injury by crashing of motor vehicle, undetermined whether accidentally or purposely inflicted",Undet circ-mot veh crash,
+E9886,"Injury by crashing of aircraft, undetermined whether accidentally or purposely inflicted",Undet circ-aircrft crash,
+E9887,"Injury by caustic substances, except poisoning, undetermined whether accidentally or purposely inflicted",Undet circ-caustic subst,
+E9888,"Injury by other specified means, undetermined whether accidentally or purposely inflicted",Undetermin circumst NEC,
+E9889,"Injury by unspecified means, undetermined whether accidentally or purposely inflicted",Undetermin circumst NOS,
+E989,"Late effects of injury, undetermined whether accidentally or purposely inflicted",Late eff inj-undet circ,
+E9900,Injury due to war operations from gasoline bomb,War inj:gasoline bomb,
+E9901,Injury due to war operations from flamethrower,War inj:flamethrower,
+E9902,Injury due to war operations from incendiary bullet,War inj:incndiary bullet,
+E9903,Injury due to war operations from fire caused indirectly from conventional weapon,War inj:ind convn weapn,
+E9909,Injury due to war operations from other and unspecified source,War injury:fire NEC,
+E9910,Injury due to war operations from rubber bullets (rifle),War inj:rubber bullet,
+E9911,Injury due to war operations from pellets (rifle),War injury:pellets,
+E9912,Injury due to war operations from other bullets,War injury:bullet NEC,
+E9913,Injury due to war operations from antipersonnel bomb (fragments),War inj:antiperson bomb,
+E9914,Injury due to war operations by fragments from munitions,War inj:munition fragmnt,
+E9915,Injury due to war operations by fragments from person-borne improvised explosive device [IED],War inj:prsn-brn fragmnt,
+E9916,Injury due to war operations by fragments from vehicle-borne improvised explosive device [IED],War inj:vehic-borne IED,
+E9917,Injury due to war operations by fragments from other improvised explosive device [IED],War inj:fragment IED NEC,
+E9918,Injury due to war operations by fragments from weapons,War inj:weapon fragments,
+E9919,Injury due to war operations from other and unspecified fragments,War inj:fragments NEC,
+E9920,Injury due to torpedo,War inj:torpedo,
+E9921,Injury due to depth charge,War inj:depth charge,
+E9922,Injury due to marine mines,War inj:marine mines,
+E9923,Injury due to sea-based artillery shell,War inj:seabase art shel,
+E9928,Injury due to war operations by other marine weapons,War inj:marine weapn NEC,
+E9929,Injury due to war operations by unspecified marine weapon,War inj:marine weapn NOS,
+E9930,Injury due to war operations by aerial bomb,War inj:aerial bomb,
+E9931,Injury due to war operations by guided missile,War inj:guided missile,
+E9932,Injury due to war operations by mortar,War inj:mortar,
+E9933,Injury due to war operations by person-borne improvised explosive device [IED],War inj:person IED,
+E9934,Injury due to war operations by vehicle-borne improvised explosive device [IED],War inj:vehicle IED,
+E9935,Injury due to war operations by other improvised explosive device [IED],War inj:IED NEC,
+E9936,Injury due to war operations by unintentional detonation of own munitions,War inj:acc own munition,
+E9937,Injury due to war operations by unintentional discharge of own munitions launch device,War inj:acc disch launch,
+E9938,Injury due to war operations by other specified explosion,War inj:explosion NEC,
+E9939,Injury due to war operations by unspecified explosion,War inj:explosion NOS,
+E9940,Injury due to war operations by destruction of aircraft due to enemy fire or explosives,War inj:aircrft des-enmy,
+E9941,Injury due to war operations by unintentional destruction of aircraft due to own onboard explosives,War inj:aircrft-own expl,
+E9942,Injury due to war operations by destruction of aircraft due to collision with other aircraft,War inj:aircrft collisn,
+E9943,Injury due to war operations by destruction of aircraft due to onboard fire,War inj:aircraft fire,
+E9948,Injury due to war operations by other destruction of aircraft,War inj:aircrft dest NEC,
+E9949,Injury due to war operations by unspecified destruction of aircraft,War inj:aircrft dest NOS,
+E9950,Injury due to war operations by unarmed hand-to-hand combat,War inj:hnd-hnd combat,
+E9951,"Injury due to war operations, struck by blunt object",War inj:blunt object,
+E9952,Injury due to war operations by piercing object,War inj:piercing object,
+E9953,Injury due to war operations by intentional restriction of air and airway,War inj:intn restrct air,
+E9954,Injury due to war operations by unintentional drowning due to inability to surface or obtain air,War inj:unintentl drown,
+E9958,Injury due to war operations by other forms of conventional warfare,War inj:con warfare NEC,
+E9959,Injury due to war operations by unspecified form of conventional warfare,War inj:con warfare NOS,
+E9960,Injury due to war operations by direct blast effect of nuclear weapon,War inj:dir nucl weapon,
+E9961,Injury due to war operations by indirect blast effect of nuclear weapon,War inj:indir nucl weapn,
+E9962,Injury due to war operations by thermal radiation effect of nuclear weapon,War inj:therml radiation,
+E9963,Injury due to war operations by nuclear radiation effects,War inj:nuclear rad eff,
+E9968,Injury due to war operations by other effects of nuclear weapons,War inj:nucl weapon NEC,
+E9969,Injury due to war operations by unspecified effect of nuclear weapon,War inj:nucl weapon NOS,
+E9970,Injury due to war operations by lasers,War injury:lasers,
+E9971,Injury due to war operations by biological warfare,War injury:biol warfare,
+E9972,"Injury due to war operations by gases, fumes, and chemicals",War injury:gas/fum/chem,
+E9973,"Injury due to war operations by weapon of mass destruction [WMD], unspecified",War inj:WMD NOS,
+E9978,Injury due to other specified forms of unconventional warfare,War inj-unconven war NEC,
+E9979,Injury due to unspecified form of unconventional warfare,War inj-unconven war NOS,
+E9980,Injury due to war operations but occurring after cessation of hostilities by explosion of mines,War inj:expl mine-cease,
+E9981,Injury due to war operations but occurring after cessation of hostilities by explosion of bombs,War inj:expl bomb-cease,
+E9988,Injury due to other war operations but occurring after cessation of hostilities,War inj:after cease NEC,
+E9989,Injury due to unspecified war operations but occurring after cessation of hostilities,War inj:after cease NOS,
+E9990,Late effect of injury due to war operations,"Late effect, war injury",
+E9991,Late effect of injury due to terrorism,"Late effect, terrorism",
+V010,Contact with or exposure to cholera,Cholera contact,
+V011,Contact with or exposure to tuberculosis,Tuberculosis contact,
+V012,Contact with or exposure to poliomyelitis,Poliomyelitis contact,
+V013,Contact with or exposure to smallpox,Smallpox contact,
+V014,Contact with or exposure to rubella,Rubella contact,
+V015,Contact with or exposure to rabies,Rabies contact,
+V016,Contact with or exposure to venereal diseases,Venereal dis contact,
+V0171,Contact with or exposure to varicella,Varicella contact/exp,
+V0179,Contact with or exposure to other viral diseases,Viral dis contact NEC,
+V0181,Contact with or exposure to anthrax,Contact/exposure-anthrax,
+V0182,Exposure to SARS-associated coronavirus,Exposure to SARS,
+V0183,Contact with or exposure to escherichia coli (E. coli),E. coli contact/exp,
+V0184,Contact with or exposure to meningococcus,Meningococcus contact,
+V0189,Contact with or exposure to other communicable diseases,Communic dis contact NEC,
+V019,Contact with or exposure to unspecified communicable disease,Communic dis contact NOS,
+V020,Carrier or suspected carrier of cholera,Cholera carrier,
+V021,Carrier or suspected carrier of typhoid,Typhoid carrier,
+V022,Carrier or suspected carrier of amebiasis,Amebiasis carrier,
+V023,Carrier or suspected carrier of other gastrointestinal pathogens,GI pathogen carrier NEC,
+V024,Carrier or suspected carrier of diphtheria,Diphtheria carrier,
+V0251,Carrier or suspected carrier of group B streptococcus,Group b streptoc carrier,
+V0252,Carrier or suspected carrier of other streptococcus,Streptococus carrier NEC,
+V0253,Carrier or suspected carrier of Methicillin susceptible Staphylococcus aureus,Meth susc Staph carrier,
+V0254,Carrier or suspected carrier of Methicillin resistant Staphylococcus aureus,Meth resis Staph carrier,
+V0259,Carrier or suspected carrier of other specified bacterial diseases,Bacteria dis carrier NEC,
+V0260,"Viral hepatitis carrier, unspecified",Viral hep carrier NOS,
+V0261,Hepatitis B carrier,Hepatitis B carrier,
+V0262,Hepatitis C carrier,Hepatitis C carrier,
+V0269,Other viral hepatitis carrier,Viral hep carrier NEC,
+V027,Carrier or suspected carrier of gonorrhea,Gonorrhea carrier,
+V028,Carrier or suspected carrier of other venereal diseases,Venereal dis carrier NEC,
+V029,Carrier or suspected carrier of other specified infectious organism,Carrier NEC,
+V030,Need for prophylactic vaccination and inoculation against cholera alone,Vaccin for cholera,
+V031,Need for prophylactic vaccination and inoculation against typhoid-paratyphoid alone [TAB],Vacc-typhoid-paratyphoid,
+V032,Need for prophylactic vaccination and inoculation against tuberculosis [BCG],Vaccin for tuberculosis,
+V033,Need for prophylactic vaccination and inoculation against plague,Vaccin for plague,
+V034,Need for prophylactic vaccination and inoculation against tularemia,Vaccin for tularemia,
+V035,Need for prophylactic vaccination and inoculation against diphtheria alone,Vaccin for diphtheria,
+V036,Need for prophylactic vaccination and inoculation against pertussis alone,Vaccin for pertussis,
+V037,Need for prophylactic vaccination and inoculation against tetanus toxoid alone,Tetanus toxoid inoculat,
+V0381,"Other specified vaccinations against hemophilus influenza, type B [Hib]",Nd vac hmophlus inflnz b,
+V0382,Other specified vaccinations against streptococcus pneumoniae [pneumococcus],Nd vac strptcs pneumni b,
+V0389,Other specified vaccination,Nd other specf vacnation,
+V039,Need for prophylactic vaccination and inoculation against unspecified single bacterial disease,Vaccin for bact dis NOS,
+V040,Need for prophylactic vaccination and inoculation against poliomyelitis,Vaccin for poliomyelitis,
+V041,Need for prophylactic vaccination and inoculation against smallpox,Vaccin for smallpox,
+V042,Need for prophylactic vaccination and inoculation against measles alone,Vaccin for measles,
+V043,Need for prophylactic vaccination and inoculation against rubella alone,Vaccin for rubella,
+V044,Need for prophylactic vaccination and inoculation against yellow fever,Vaccin for yellow fever,
+V045,Need for prophylactic vaccination and inoculation against rabies,Vaccin for rabies,
+V046,Need for prophylactic vaccination and inoculation against mumps alone,Vaccin for mumps,
+V047,Need for prophylactic vaccination and inoculation against common cold,Vaccin for common cold,
+V0481,Need for prophylactic vaccination and inoculation against influenza,Vaccin for influenza,
+V0482,Need for prophylactic vaccination and inoculation against respiratory syncytial virus (RSV),Vaccination for RSV,
+V0489,Need for prophylactic vaccination and inoculation against other viral diseases,Vaccn/inoc viral dis NEC,
+V050,Need for prophylactic vaccination and inoculation against arthropod-borne viral encephalitis,Arbovirus enceph vaccin,
+V051,Need for prophylactic vaccination and inoculation against other arthropod-borne viral diseases,Vacc arboviral dis NEC,
+V052,Need for prophylactic vaccination and inoculation against leishmaniasis,Vaccin for leishmaniasis,
+V053,Need for prophylactic vaccination and inoculation against viral hepatitis,Need prphyl vc vrl hepat,
+V054,Need for prophylactic vaccination and inoculation against varicella,Need prphyl vc varicella,
+V058,Need for prophylactic vaccination and inoculation against other specified disease,Vaccin for disease NEC,
+V059,Need for prophylactic vaccination and inoculation against unspecified single disease,Vaccin for singl dis NOS,
+V060,Need for prophylactic vaccination and inoculation against cholera with typhoid-paratyphoid [cholera + TAB],Vaccin for cholera + tab,
+V061,"Need for prophylactic vaccination and inoculation against diphtheria-tetanus-pertussis, combined [DTP] [DTaP]",Vaccination for DTP-DTaP,
+V062,Need for prophylactic vaccination and inoculation against diptheria-tetanus- pertussis with typhoid-paratyphoid (DTP + TAB),Vaccin for dtp + tab,
+V063,Need for prophylactic vaccination and inoculation against diptheria-tetanus- pertussis with poliomyelitis [DTP + polio],Vaccin for dtp + polio,
+V064,Need for prophylactic vaccination and inoculation against measles-mumps-rubella (MMR),Vac-measle-mumps-rubella,
+V065,Need for prophylactic vaccination and inoculation against tetanus-diphtheria [Td] (DT),Vaccination for Td-DT,
+V066,Need for prophylactic vaccination and inoculation against streptococcus pneumoniae [pneumococcus] and influenza,Nd vac strp pnumn/inflnz,
+V068,Need for prophylactic vaccination and inoculation against other combinations of diseases,Vac-dis combinations NEC,
+V069,Unspecified combined vaccine,Vac-dis combinations NOS,
+V070,Need for isolation,Prophylactic isolation,
+V071,Need for desensitization to allergens,Desensitiza to allergens,
+V072,Need for prophylactic immunotherapy,Prophylact immunotherapy,
+V0731,Need for prophylactic fluoride administration,Prophylac fluoride admin,
+V0739,Need for other prophylactic chemotherapy,Other prophylac chemothr,
+V074,Hormone replacement therapy (postmenopausal),Hormone replace postmeno,
+V0751,Use of selective estrogen receptor modulators (SERMs),Use of SERMs,
+V0752,Use of aromatase inhibitors,Use aromatase inhibitors,
+V0759,Use of other agents affecting estrogen receptors and estrogen levels,Use oth agnt af estrogen,
+V078,Other specified prophylactic or treatment measure,Prophyl or tx meas NEC,
+V079,Unspecified prophylactic or treatment measure,Prophyl or tx meas NOS,
+V08,Asymptomatic human immunodeficiency virus [HIV] infection status,Asymp hiv infectn status,
+V090,Infection with microorganisms resistant to penicillins,Inf mcrg rstn pncllins,
+V091,Infection with microorganisms resistant to cephalosporins and other B-lactam antibiotics,Inf mcrg rstn b-lactam,
+V092,Infection with microorganisms resistant to macrolides,Inf mcrg rstn macrolides,
+V093,Infection with microorganisms resistant to tetracyclines,Inf mcrg rstn ttrcycln,
+V094,Infection with microorganisms resistant to aminoglycosides,Inf mcrg rstn amnglcsds,
+V0950,Infection with microorganisms without mention of resistance to multiple quinolones and fluroquinolones,Inf mcr rst qn flr nt ml,
+V0951,Infection with microorganisms with resistance to multiple quinolones and fluroquinolones,Inf mcrg rstn qn flrq ml,
+V096,Infection with microorganisms resistant to sulfonamides,Inf mcrg rstn sulfnmides,
+V0970,Infection with microorganisms without mention of resistance to multiple antimycobacterial agents,Inf mcr rst oth ag nt ml,
+V0971,Infection with microorganisms with resistance to multiple antimycobacterial agents,Inf mcrg rstn oth ag mlt,
+V0980,Infection with microorganisms without mention of resistance to multiple drugs,Inf mcr rst ot drg nt ml,
+V0981,Infection with microorganisms with resistance to multiple drugs,Inf mcrg rstn oth drg ml,
+V0990,"Infection with drug-resistant microorganisms, unspecified, without mention of multiple drug resistance",Infc mcrg drgrst nt mult,
+V0991,"Infection with drug-resistant microorganisms, unspecified, with multiple drug resistance",Infc mcrg drgrst mult,
+V1000,"Personal history of malignant neoplasm of gastrointestinal tract, unspecified",Hx of GI malignancy NOS,
+V1001,Personal history of malignant neoplasm of tongue,Hx of tongue malignancy,
+V1002,Personal history of malignant neoplasm of other and unspecified oral cavity and pharynx,Hx-oral/pharynx malg NEC,
+V1003,Personal history of malignant neoplasm of esophagus,Hx-esophageal malignancy,
+V1004,Personal history of malignant neoplasm of stomach,Hx of gastric malignancy,
+V1005,Personal history of malignant neoplasm of large intestine,Hx of colonic malignancy,
+V1006,"Personal history of malignant neoplasm of rectum, rectosigmoid junction, and anus",Hx-rectal & anal malign,
+V1007,Personal history of malignant neoplasm of liver,Hx of liver malignancy,
+V1009,Personal history of malignant neoplasm of other gastrointestinal tract,Hx of GI malignancy NEC,
+V1011,Personal history of malignant neoplasm of bronchus and lung,Hx-bronchogenic malignan,
+V1012,Personal history of malignant neoplasm of trachea,Hx-tracheal malignancy,
+V1020,"Personal history of malignant neoplasm of respiratory organ, unspecified",Hx-resp org malignan NOS,
+V1021,Personal history of malignant neoplasm of larynx,Hx-laryngeal malignancy,
+V1022,"Personal history of malignant neoplasm of nasal cavities, middle ear, and accessory sinuses",Hx-nose/ear/sinus malig,
+V1029,Personal history of malignant neoplasm of other respiratory and intrathoracic organs,Hx-intrathoracic mal NEC,
+V103,Personal history of malignant neoplasm of breast,Hx of breast malignancy,
+V1040,"Personal history of malignant neoplasm of female genital organ, unspecified",Hx-female genit malg NOS,
+V1041,Personal history of malignant neoplasm of cervix uteri,Hx-cervical malignancy,
+V1042,Personal history of malignant neoplasm of other parts of uterus,Hx-uterus malignancy NEC,
+V1043,Personal history of malignant neoplasm of ovary,Hx of ovarian malignancy,
+V1044,Personal history of malignant neoplasm of other female genital organs,Hx-female genit malg NEC,
+V1045,"Personal history of malignant neoplasm of male genital organ, unspecified",Hx-male genit malig NOS,
+V1046,Personal history of malignant neoplasm of prostate,Hx-prostatic malignancy,
+V1047,Personal history of malignant neoplasm of testis,Hx-testicular malignancy,
+V1048,Personal history of malignant neoplasm of epididymis,Hx-epididymis malignancy,
+V1049,Personal history of malignant neoplasm of other male genital organs,Hx-male genit malig NEC,
+V1050,"Personal history of malignant neoplasm of urinary organ, unspecified",Hx-urinary malignan NOS,
+V1051,Personal history of malignant neoplasm of bladder,Hx of bladder malignancy,
+V1052,Personal history of malignant neoplasm of kidney,Hx of kidney malignancy,
+V1053,Personal history of malignant neoplasm of renal pelvis,Hx malig renal pelvis,
+V1059,Personal history of malignant neoplasm of other urinary organs,Hx-urinary malignan NEC,
+V1060,"Personal history of leukemia, unspecified",Hx of leukemia NOS,
+V1061,Personal history of lymphoid leukemia,Hx of lymphoid leukemia,
+V1062,Personal history of myeloid leukemia,Hx of myeloid leukemia,
+V1063,Personal history of monocytic leukemia,Hx of monocytic leukemia,
+V1069,Personal history of other leukemia,Hx of leukemia NEC,
+V1071,Personal history of lymphosarcoma and reticulosarcoma,Hx-lymphosarcoma,
+V1072,Personal history of hodgkin's disease,Hx-hodgkin's disease,
+V1079,Personal history of other lymphatic and hematopoietic neoplasms,Hx-lymphatic malign NEC,
+V1081,Personal history of malignant neoplasm of bone,Hx of bone malignancy,
+V1082,Personal history of malignant melanoma of skin,Hx-malig skin melanoma,
+V1083,Personal history of other malignant neoplasm of skin,Hx-skin malignancy NEC,
+V1084,Personal history of malignant neoplasm of eye,Hx of eye malignancy,
+V1085,Personal history of malignant neoplasm of brain,Hx of brain malignancy,
+V1086,Personal history of malignant neoplasm of other parts of nervous system,Hx-malign nerve syst NEC,
+V1087,Personal history of malignant neoplasm of thyroid,Hx of thyroid malignancy,
+V1088,Personal history of malignant neoplasm of other endocrine glands and related structures,Hx-endocrine malign NEC,
+V1089,Personal history of malignant neoplasm of other sites,Hx of malignancy NEC,
+V1090,Personal history of unspecified malignant neoplasm,Hx malig neoplasm NOS,
+V1091,Personal history of malignant neuroendocrine tumor,Hx malig neuroendo tumor,
+V110,Personal history of schizophrenia,Hx of schizophrenia,
+V111,Personal history of affective disorders,Hx of affective disorder,
+V112,Personal history of neurosis,Hx of neurosis,
+V113,Personal history of alcoholism,Hx of alcoholism,
+V114,Personal history of combat and operational stress reaction,Hx combat/stress reactn,
+V118,Personal history of other mental disorders,Hx-mental disorder NEC,
+V119,Personal history of unspecified mental disorder,Hx-mental disorder NOS,
+V1200,Personal history of unspecified infectious and parasitic disease,Prsnl hst unsp nfct prst,
+V1201,Personal history of tuberculosis,Prsnl hst tuberculosis,
+V1202,Personal history of poliomyelitis,Prsnl hst poliomyelitis,
+V1203,Personal history of malaria,Personal histry malaria,
+V1204,Personal history of Methicillin resistant Staphylococcus aureus,Hx Methicln resist Staph,
+V1209,Personal history of other infectious and parasitic diseases,Prsnl hst oth nfct parst,
+V121,Personal history of nutritional deficiency,Hx-nutrition deficiency,
+V1221,Personal history of gestational diabetes,Hx gestational diabetes,
+V1229,"Personal history of other endocrine, metabolic, and immunity disorders",Hx-endocr/meta/immun dis,
+V123,Personal history of diseases of blood and blood-forming organs,Hx-blood diseases,
+V1240,Personal history of unspecified disorder of nervous system and sense organs,Hx nerv sys/snse org NOS,
+V1241,Personal history of benign neoplasm of the brain,Hx benign neoplasm brain,
+V1242,Personal history of infections of the central nervous system,Personl hx infection CNS,
+V1249,Personal history of other disorders of nervous system and sense organs,Hx nerv sys/snse org NEC,
+V1250,Personal history of unspecified circulatory disease,Hx-circulatory dis NOS,
+V1251,Personal history of venous thrombosis and embolism,Hx-ven thrombosis/embols,
+V1252,Personal history of thrombophlebitis,Hx-thrombophlebitis,
+V1253,Personal history of sudden cardiac arrest,Hx sudden cardiac arrest,
+V1254,"Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits",Hx TIA/stroke w/o resid,
+V1255,Personal history of pulmonary embolism,Hx pulmonary embolism,
+V1259,Personal history of other diseases of circulatory system,Hx-circulatory dis NEC,
+V1260,Personal history of unspecified disease of respiratory system,Hx resp system dis NOS,
+V1261,Personal history of pneumonia (recurrent),Prsnl hx recur pneumonia,
+V1269,Personal history of other diseases of respiratory system,Hx resp system dis NEC,
+V1270,Personal history of unspecified digestive disease,Prsnl hst unspc dgstv ds,
+V1271,Personal history of peptic ulcer disease,Prsnl hst peptic ulcr ds,
+V1272,Personal history of colonic polyps,Prsnl hst colonic polyps,
+V1279,Personal history of other diseases of digestive system,Prsnl hst ot spf dgst ds,
+V1300,Personal history of unspecified urinary disorder,Prsnl hst urnr dsrd unsp,
+V1301,Personal history of urinary calculi,Prsnl hst urnr dsrd calc,
+V1302,"Personal history, urinary (tract) infection",Personal history UTI,
+V1303,"Personal history, nephrotic syndrome",Personl hx nephrotic syn,
+V1309,Personal history of other specified urinary system disorders,Prsn hst ot spf urn dsrd,
+V131,Personal history of trophoblastic disease,Hx-trophoblastic disease,
+V1321,Personal history of pre-term labor,History-pre-term labor,
+V1322,Personal history of cervical dysplasia,Hx of cervical dysplasia,
+V1323,Personal history of vaginal dysplasia,Hx vaginal dysplasia,
+V1324,Personal history of vulvar dysplasia,Hx vulvar dysplasia,
+V1329,Personal history of other genital system and obstetric disorders,Hx-genital/obs dis NEC,
+V133,Personal history of diseases of skin and subcutaneous tissue,Hx-skin/subcutan tis dis,
+V134,Personal history of arthritis,Hx of arthritis,
+V1351,Personal history of pathologic fracture,Hx pathological fracture,
+V1352,Personal history of stress fracture,Hx stress fracture,
+V1359,Personal history of other musculoskeletal disorders,Hx musculoskletl dis NEC,
+V1361,Personal history of (corrected) hypospadias,Hx-hypospadias,
+V1362,Personal history of other (corrected) congenital malformations of genitourinary system,Hx-cong malform-gu,
+V1363,Personal history of (corrected) congenital malformations of nervous system,Hx-cong malform-nervous,
+V1364,"Personal history of (corrected) congenital malformations of eye, ear, face and neck","Hx-cong malform-eye,face",
+V1365,Personal history of (corrected) congenital malformations of heart and circulatory system,Hx-cong malform-heart,
+V1366,Personal history of (corrected) congenital malformations of respiratory system,Hx-cong malform-resp sys,
+V1367,Personal history of (corrected) congenital malformations of digestive system,Hx-cong malform-digest,
+V1368,"Personal history of (corrected) congenital malformations of integument, limbs, and musculoskeletal systems","Hx-cong malform-skin,ms",
+V1369,Personal history of other (corrected) congenital malformations,Hx-congenital malfor NEC,
+V137,Personal history of perinatal problems,Hx-perinatal problems,
+V1381,Personal history of anaphylaxis,Hx of anaphylaxis,
+V1389,Personal history of other specified diseases,Hx diseases NEC,
+V139,Personal history of unspecified disease,Hx of disease NOS,
+V140,Personal history of allergy to penicillin,Hx-penicillin allergy,
+V141,Personal history of allergy to other antibiotic agent,Hx-antibiot allergy NEC,
+V142,Personal history of allergy to sulfonamides,Hx-sulfonamides allergy,
+V143,Personal history of allergy to other anti-infective agent,Hx-anti-infect allergy,
+V144,Personal history of allergy to anesthetic agent,Hx-anesthetic allergy,
+V145,Personal history of allergy to narcotic agent,Hx-narcotic allergy,
+V146,Personal history of allergy to analgesic agent,Hx-analgesic allergy,
+V147,Personal history of allergy to serum or vaccine,Hx-vaccine allergy,
+V148,Personal history of allergy to other specified medicinal agents,Hx-drug allergy NEC,
+V149,Personal history of allergy to unspecified medicinal agent,Hx-drug allergy NOS,
+V1501,Allergy to peanuts,Hx-peanut allergy,
+V1502,Allergy to milk products,Hx-milk prod allergy,
+V1503,Allergy to eggs,Hx-eggs allergy,
+V1504,Allergy to seafood,Hx-seafood allergy,
+V1505,Allergy to other foods,Hx-other food allergy,
+V1506,Allergy to insects and arachnids,Hx-allergy insct/arachnd,
+V1507,Allergy to latex,Hx-latex allergy,
+V1508,Allergy to radiographic dye,Hx-radiogrphc dye allrgy,
+V1509,"Other allergy, other than to medicinal agents",Hx-allergy NEC,
+V151,"Personal history of surgery to heart and great vessels, presenting hazards to health",Hx-major cardiovasc surg,
+V1521,Personal history of undergoing in utero procedure during pregnancy,Hx in utero proc in preg,
+V1522,Personal history of undergoing in utero procedure while a fetus,Hx in utero proc fetus,
+V1529,Personal history of surgery to other organs,Hx surgery to organs NEC,
+V153,"Personal history of irradiation, presenting hazards to health",Hx of irradiation,
+V1541,History of physical abuse,Hx of physical abuse,
+V1542,History of emotional abuse,Hx of emotional abuse,
+V1549,Other psychological trauma,Psychological trauma NEC,
+V1551,Personal history of traumatic fracture,Hx traumatic fracture,
+V1552,Personal history of traumatic brain injury,Hx traumatc brain injury,
+V1553,Personal history of retained foreign body fully removed,"Hx retained FB, rem",
+V1559,Personal history of other injury,Hx injury NEC,
+V156,"Personal history of poisoning, presenting hazards to health",Hx of poisoning,
+V157,"Personal history of contraception, presenting hazards to health",Hx of contraception,
+V1580,Personal history of failed moderate sedation,Hx failed mod sedation,
+V1581,"Personal history of noncompliance with medical treatment, presenting hazards to health",Hx of past noncompliance,
+V1582,Personal history of tobacco use,History of tobacco use,
+V1583,Personal history of underimmunization status,Hx underimmunizn status,
+V1584,Personal history of contact with and (suspected) exposure to asbestos,Hx-contct/expos asbestos,
+V1585,Personal history of contact with and (suspected) exposure to potentially hazardous body fluids,Hx-cont/exps haz bdy fld,
+V1586,Personal history of contact with and (suspected) exposure to lead,Hx-contact/exposure lead,
+V1587,History of extracorporeal membrane oxygenation (ECMO),Hx of ECMO,
+V1588,History of fall,Personal history of fall,
+V1589,Other specified personal history presenting hazards to health,Hx-health hazards NEC,
+V159,Unspecified personal history presenting hazards to health,Hx-health hazard NOS,
+V160,Family history of malignant neoplasm of gastrointestinal tract,Family hx-gi malignancy,
+V161,"Family history of malignant neoplasm of trachea, bronchus, and lung",Fm hx-trach/bronchog mal,
+V162,Family history of malignant neoplasm of other respiratory and intrathoracic organs,Fam hx-intrathoracic mal,
+V163,Family history of malignant neoplasm of breast,Family hx-breast malig,
+V1640,"Family history of malignant neoplasm of genital organ, unspecified",Fm hx genital malig NOS,
+V1641,Family history of malignant neoplasm of ovary,Fm hx ovary malignancy,
+V1642,Family history of malignant neoplasm of prostate,Fm hx prostate malig,
+V1643,Family history of malignant neoplasm of testis,Fm hx testis malig,
+V1649,Family history of malignant neoplasm of other genital organs,Fm hx genital malig NEC,
+V1651,Family history of malignant neoplasm of kidney,Family hx-kidney malig,
+V1652,"Family history of malignant neoplasm, bladder",Fam hx-bladder malig,
+V1659,Family history of malignant neoplasm of other urinary organs,Fam hx-urinry malig NEC,
+V166,Family history of leukemia,Family hx-leukemia,
+V167,Family history of other lymphatic and hematopoietic neoplasms,Fam hx-lymph neoplas NEC,
+V168,Family history of other specified malignant neoplasm,Family hx-malignancy NEC,
+V169,Family history of unspecified malignant neoplasm,Family hx-malignancy NOS,
+V170,Family history of psychiatric condition,Fam hx-psychiatric cond,
+V171,Family history of stroke (cerebrovascular),Family hx-stroke,
+V172,Family history of other neurological diseases,Fam hx-neurolog dis NEC,
+V173,Family history of ischemic heart disease,Fam hx-ischem heart dis,
+V1741,Family history of sudden cardiac death (SCD),Fam hx sudden card death,
+V1749,Family history of other cardiovascular diseases,Fam hx-cardiovas dis NEC,
+V175,Family history of asthma,Family hx-asthma,
+V176,Family history of other chronic respiratory conditions,Fam hx-chr resp cond NEC,
+V177,Family history of arthritis,Family hx-arthritis,
+V1781,Family history of osteoporosis,Family hx osteoporosis,
+V1789,Family history of other musculoskeletal diseases,Fam hx musculosk dis NEC,
+V180,Family history of diabetes mellitus,Fam hx-diabetes mellitus,
+V1811,Family history of multiple endocrine neoplasia [MEN] syndrome,Fam hx MEN syndrome,
+V1819,Family history of other endocrine and metabolic diseases,Fm hx endo/metab dis NEC,
+V182,Family history of anemia,Family hx-anemia,
+V183,Family history of other blood disorders,Fam hx-blood disord NEC,
+V184,Family history of intellectual disabilities,Fm hx-intellect disablty,
+V1851,Family history of colonic polyps,Family hx colonic polyps,
+V1859,Family history of other digestive disorders,Fam hx digest disord NEC,
+V1861,Family history of polycystic kidney,Fam hx-polycystic kidney,
+V1869,Family history of other kidney diseases,Fam hx-kidney dis NEC,
+V187,Family history of other genitourinary diseases,Family hx-gu disease NEC,
+V188,Family history of infectious and parasitic diseases,Fm hx-infect/parasit dis,
+V189,Family history of genetic disease carrier,Fam hx genet dis carrier,
+V190,Family history of blindness or visual loss,Family hx-blindness,
+V1911,Family history of glaucoma,Family history glaucoma,
+V1919,Family history of other specified eye disorder,Family hx-eye disord NEC,
+V192,Family history of deafness or hearing loss,Family hx-deafness,
+V193,Family history of other ear disorders,Family hx-ear disord NEC,
+V194,Family history of skin conditions,Family hx-skin condition,
+V195,Family history of congenital anomalies,Fam hx-congen anomalies,
+V196,Family history of allergic disorders,Family hx-allergic dis,
+V197,Family history of consanguinity,Consanguinity,
+V198,Family history of other condition,Family hx-condition NEC,
+V200,Health supervision of foundling,Foundling health care,
+V201,Other healthy infant or child receiving care,Care of healthy chld NEC,
+V202,Routine infant or child health check,Routin child health exam,
+V2031,Health supervision for newborn under 8 days old,Health supvsn nb <8 days,
+V2032,Health supervision for newborn 8 to 28 days old,Health supv nb 8-28 days,
+V210,Period of rapid growth in childhood,Rapid childhood growth,
+V211,Puberty,Puberty,
+V212,Other development of adolescence,Adolescence growth NEC,
+V2130,"Low birth weight status, unspecified",Low birthwt status NOS,
+V2131,"Low birth weight status, less than 500 grams",Low birthwt status <500g,
+V2132,"Low birth weight status, 500-999 grams",Low birthwt 500-999g,
+V2133,"Low birth weight status, 1000-1499 grams",Low birthwt 1000-1499g,
+V2134,"Low birth weight status, 1500-1999 grams",Low birthwt 1500-1999g,
+V2135,"Low birth weight status, 2000-2500 grams",Low birthwt 2000-2500g,
+V218,Other specified constitutional states in development,Constit state in dev NEC,
+V219,Unspecified constitutional state in development,Constit state in dev NOS,
+V220,Supervision of normal first pregnancy,Supervis normal 1st preg,
+V221,Supervision of other normal pregnancy,Supervis oth normal preg,
+V222,"Pregnant state, incidental","Preg state, incidental",
+V230,Supervision of high-risk pregnancy with history of infertility,Preg w hx of infertility,
+V231,Supervision of high-risk pregnancy with history of trophoblastic disease,Preg w hx-trophoblas dis,
+V232,Supervision of high-risk pregnancy with history of abortion,Preg w hx of abortion,
+V233,Supervision of high-risk pregnancy with grand multiparity,Grand multiparity,
+V2341,Pregnancy with history of pre-term labor,Preg w hx pre-term labor,
+V2342,Pregnancy with history of ectopic pregnancy,Preg w hx ectopic preg,
+V2349,Pregnancy with other poor obstetric history,Preg w poor obs hx NEC,
+V235,Supervision of high-risk pregnancy with other poor reproductive history,Preg w poor reproduct hx,
+V237,Supervision of high-risk pregnancy with insufficient prenatal care,Insufficnt prenatal care,
+V2381,Supervision of high-risk pregnancy with elderly primigravida,Suprv elderly primigrav,
+V2382,Supervision of high-risk pregnancy with elderly multigravida,Suprv elderly multigrav,
+V2383,Supervision of high-risk pregnancy with young primigravida,Suprv young primigravida,
+V2384,Supervision of high-risk pregnancy with young multigravida,Suprv young multigravida,
+V2385,Pregnancy resulting from assisted reproductive technology,Pregnt-assist repro tech,
+V2386,Pregnancy with history of in utero procedure during previous pregnancy,Preg-hx in utro prev prg,
+V2387,Pregnancy with inconclusive fetal viability,Preg w incon fetl viabil,
+V2389,Supervision of other high-risk pregnancy,Suprv high-risk preg NEC,
+V239,Supervision of unspecified high-risk pregnancy,Suprv high-risk preg NOS,
+V240,Postpartum care and examination immediately after delivery,Postpart care after del,
+V241,Postpartum care and examination of lactating mother,Postpart care-lactation,
+V242,Routine postpartum follow-up,Rout postpart follow-up,
+V2501,General counseling on prescription of oral contraceptives,Prescrip-oral contracept,
+V2502,General counseling on initiation of other contraceptive measures,Initiate contracept NEC,
+V2503,Encounter for emergency contraceptive counseling and prescription,Contracept mgmt-emergncy,
+V2504,Counseling and instruction in natural family planning to avoid pregnancy,Natrl fam pln-avoid preg,
+V2509,Other general counseling and advice on contraceptive management,Contraceptive mangmt NEC,
+V2511,Encounter for insertion of intrauterine contraceptive device,Insertion of iud,
+V2512,Encounter for removal of intrauterine contraceptive device,Removal of iud,
+V2513,Encounter for removal and reinsertion of intrauterine contraceptive device,Remove/insert iud,
+V252,Sterilization,Sterilization,
+V253,Menstrual extraction,Menstrual extraction,
+V2540,"Contraceptive surveillance, unspecified",Contracept surveill NOS,
+V2541,Surveillance of contraceptive pill,Contracept pill surveill,
+V2542,Surveillance of intrauterine contraceptive device,Iud surveillance,
+V2543,Surveillance of implantable subdermal contraceptive,Srvl mplnt sbdrm cntrcep,
+V2549,Surveillance of other contraceptive method,Contracept surveill NEC,
+V255,Insertion of implantable subdermal contraceptive,Nsrt mplnt sbdrm cntrcep,
+V258,Other specified contraceptive management,Contraceptive mangmt NEC,
+V259,Unspecified contraceptive management,Contraceptive mangmt NOS,
+V260,Tuboplasty or vasoplasty after previous sterilization,Tuboplasty or vasoplasty,
+V261,Artificial insemination,Artificial insemination,
+V2621,Fertility testing,Fertility testing,
+V2622,Aftercare following sterilization reversal,Sterilzation rev aftcare,
+V2629,Other investigation and testing,Investigate & test NEC,
+V2631,Testing of female for genetic disease carrier status,Fem genetic test dis car,
+V2632,Other genetic testing of female,Female genetic test NEC,
+V2633,Genetic counseling,Genetic counseling,
+V2634,Testing of male for genetic disease carrier status,Male genetc test dis car,
+V2635,Encounter for testing of male partner of female with recurrent pregnancy loss,Test male/fem preg loss,
+V2639,Other genetic testing of male,Male genetic test NEC,
+V2641,Procreative counseling and advice using natural family planning,Natrl family plan counsl,
+V2642,Encounter for fertility preservation counseling,Fertlity preserv counsel,
+V2649,Other procreative management counseling and advice,Procr mgmt cnsl/adv NEC,
+V2651,Tubal ligation status,Tubal ligation status,
+V2652,Vasectomy status,Vasectomy status,
+V2681,Encounter for assisted reproductive fertility procedure cycle,Assist repro fertility,
+V2682,Encounter for fertility preservation procedure,Fertility preserv proc,
+V2689,Other specified procreative management,Procreative managemt NEC,
+V269,Unspecified procreative management,Procreative mangmt NOS,
+V270,"Outcome of delivery, single liveborn",Deliver-single liveborn,
+V271,"Outcome of delivery, single stillborn",Deliver-single stillborn,
+V272,"Outcome of delivery, twins, both liveborn","Deliver-twins, both live",
+V273,"Outcome of delivery, twins, one liveborn and one stillborn","Del-twins, 1 nb, 1 sb",
+V274,"Outcome of delivery, twins, both stillborn","Deliver-twins, both sb",
+V275,"Outcome of delivery, other multiple birth, all liveborn","Del-mult birth, all live",
+V276,"Outcome of delivery, other multiple birth, some liveborn","Del-mult brth, some live",
+V277,"Outcome of delivery, other multiple birth, all stillborn","Del-mult birth, all sb",
+V279,"Outcome of delivery, unspecified outcome of delivery",Outcome of delivery NOS,
+V280,Antenatal screening for chromosomal anomalies by amniocentesis,Screening-chromosom anom,
+V281,Antenatal screening for raised alpha-fetoprotein levels in amniotic fluid,Screen-alphafetoprotein,
+V282,Other antenatal screening based on amniocentesis,Screen by amniocent NEC,
+V283,Encounter for routine screening for malformation using ultrasonics,Scr fetl malfrm-ultrasnd,
+V284,Antenatal screening for fetal growth retardation using ultrasonics,Screen-fetal retardation,
+V285,Antenatal screening for isoimmunization,Screen-isoimmunization,
+V286,Antenatal screening for Streptococcus B,Antenatal screen strep b,
+V2881,Encounter for fetal anatomic survey,Scrn fetal anatmc survey,
+V2882,Encounter for screening for risk of pre-term labor,Scrn risk preterm labor,
+V2889,Other specified antenatal screening,Antenatal screening NEC,
+V289,Unspecified antenatal screening,Antenatal screening NOS,
+V290,Observation for suspected infectious condition,NB obsrv suspct infect,
+V291,Observation for suspected neurological conditions,NB obsrv suspct neurlgcl,
+V292,Observation and evaluation of newborn for suspected respiratory condition,Obsrv NB suspc resp cond,
+V293,Observation for suspected genetic or metabolic condition,NB obs genetc/metabl cnd,
+V298,Observation for other specified suspected conditions,NB obsrv oth suspct cond,
+V299,Observation for unspecified suspected conditions,NB obsrv unsp suspct cnd,
+V3000,"Single liveborn, born in hospital, delivered without mention of cesarean section",Single lb in-hosp w/o cs,
+V3001,"Single liveborn, born in hospital, delivered by cesarean section",Single lb in-hosp w cs,
+V301,"Single liveborn, born before admission to hospital",Singl livebrn-before adm,
+V302,"Single liveborn, born outside hospital and not hospitalized",Single liveborn-nonhosp,
+V3100,"Twin birth, mate liveborn, born in hospital, delivered without mention of cesarean section",Twin-mate lb-hosp w/o cs,
+V3101,"Twin birth, mate liveborn, born in hospital, delivered by cesarean section",Twin-mate lb-in hos w cs,
+V311,"Twin birth, mate liveborn, born before admission to hospital","Twin, mate lb-before adm",
+V312,"Twin birth, mate liveborn, born outside hospital and not hospitalized","Twin, mate lb-nonhosp",
+V3200,"Twin birth, mate stillborn, born in hospital, delivered without mention of cesarean section",Twin-mate sb-hosp w/o cs,
+V3201,"Twin birth, mate stillborn, born in hospital, delivered by cesarean section",Twin-mate sb-hosp w cs,
+V321,"Twin birth, mate stillborn, born before admission to hospital","Twin, mate sb-before adm",
+V322,"Twin birth, mate stillborn, born outside hospital and not hospitalized","Twin, mate sb-nonhosp",
+V3300,"Twin birth, unspecified whether mate liveborn or stillborn, born in hospital, delivered without mention of cesarean section",Twin-NOS-in hosp w/o cs,
+V3301,"Twin birth, unspecified whether mate liveborn or stillborn, born in hospital, delivered by cesarean section",Twin-NOS-in hosp w cs,
+V331,"Twin birth, unspecified whether mate liveborn or stillborn, born before admission to hospital",Twin NOS-before admissn,
+V332,"Twin birth, unspecified whether mate liveborn or stillborn, born outside hospital and not hospitalized",Twin NOS-nonhosp,
+V3400,"Other multiple birth (three or more), mates all liveborn, born in hospital, delivered without mention of cesarean section",Oth mult lb-hosp w/o cs,
+V3401,"Other multiple birth (three or more), mates all liveborn, born in hospital, delivered by cesarean section",Oth mult lb-in hosp w cs,
+V341,"Other multiple birth (three or more), mates all liveborn, born before admission to hospital",Oth mult nb-before adm,
+V342,"Other multiple birth (three or more), mates all liveborn, born outside hospital and not hospitalized",Oth multiple nb-nonhosp,
+V3500,"Other multiple birth (three or more), mates all still born, born in hospital, delivered without mention of cesarean section",Oth mult sb-hosp w/o cs,
+V3501,"Other multiple birth (three or more), mates all still born, born in hospital, delivered by cesarean section",Oth mult sb-in hosp w cs,
+V351,"Other multiple birth (three or more), mates all stillborn, born before admission to hospital",Oth mult sb-before adm,
+V352,"Other multiple birth (three or more), mates all stillborn, born outside of hospital and not hospitalized",Oth multiple sb-nonhosp,
+V3600,"Other multiple birth (three or more), mates liveborn and stillborn, born in hospital, delivered without mention of cesarean section",Mult lb/sb-in hos w/o cs,
+V3601,"Other multiple birth (three or more), mates liveborn and stillborn, born in hospital, delivered without mention of cesarean section",Mult lb/sb-in hosp w cs,
+V361,"Other multiple birth (three or more), mates liveborn and stillborn, born before admission to hospital",Mult nb/sb-before adm,
+V362,"Other multiple birth (three or more), mates liveborn and stillborn, born outside hospital and not hospitalized",Multiple nb/sb-nonhosp,
+V3700,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born in hospital, delivered without mention of cesarean section",Mult brth NOS-hos w/o cs,
+V3701,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born in hospital, delivered by cesarean section",Mult birth NOS-hosp w cs,
+V371,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born before admission to hospital",Mult brth NOS-before adm,
+V372,"Other multiple birth (three or more), unspecified whether mates liveborn or stillborn, born outside of hospital",Mult birth NOS-nonhosp,
+V3900,"Liveborn, unspecified whether single, twin or multiple, born in hospital, delivered without mention of cesarean section",Liveborn NOS-hosp w/o cs,
+V3901,"Liveborn, unspecified whether single, twin or multiple, born in hospital, delivered by cesarean section",Liveborn NOS-hosp w cs,
+V391,"Liveborn, unspecified whether single, twin or multiple, born before admission to hospital",Liveborn NOS-before adm,
+V392,"Liveborn, unspecified whether single, twin or multiple, born outside hospital and not hospitalized",Liveborn NOS-nonhosp,
+V400,Mental and behavioral problems with learning,Problems with learning,
+V401,Mental and behavioral problems with communication [including speech],Prob with communication,
+V402,Other mental problems,Mental problems NEC,
+V4031,Wandering in diseases classified elsewhere,Wandering-dis elsewhere,
+V4039,Other specified behavioral problem,Oth spc behavior problem,
+V409,Unspecified mental or behavioral problem,Mental/behavior prob NOS,
+V410,Problems with sight,Problems with sight,
+V411,Other eye problems,Eye problems NEC,
+V412,Problems with hearing,Problems with hearing,
+V413,Other ear problems,Ear problems NEC,
+V414,Problems with voice production,Voice production problem,
+V415,Problems with smell and taste,Smell and taste problem,
+V416,Problems with swallowing and mastication,Problem w swallowing,
+V417,Problems with sexual function,Sexual function problem,
+V418,Other problems with special functions,Probl w special func NEC,
+V419,Unspecified problem with special functions,Probl w special func NOS,
+V420,Kidney replaced by transplant,Kidney transplant status,
+V421,Heart replaced by transplant,Heart transplant status,
+V422,Heart valve replaced by transplant,Heart valve transplant,
+V423,Skin replaced by transplant,Skin transplant status,
+V424,Bone replaced by transplant,Bone transplant status,
+V425,Cornea replaced by transplant,Cornea transplant status,
+V426,Lung replaced by transplant,Lung transplant status,
+V427,Liver replaced by transplant,Liver transplant status,
+V4281,Bone marrow replaced by transplant,Trnspl status-bne marrow,
+V4282,Peripheral stem cells replaced by transplant,Trspl sts-perip stm cell,
+V4283,Pancreas replaced by transplant,Trnspl status-pancreas,
+V4284,"Organ or tissue replaced by transplant, intestines",Trnspl status-intestines,
+V4289,Other specified organ or tissue replaced by transplant,Trnspl status organ NEC,
+V429,Unspecified organ or tissue replaced by transplant,Transplant status NOS,
+V430,Eye globe replaced by other means,Eye replacement NEC,
+V431,Lens replaced by other means,Lens replacement NEC,
+V4321,"Organ or tissue replaced by other means, heart assist device",Heart assist dev replace,
+V4322,"Organ or tissue replaced by other means, fully implantable artificial heart",Artficial heart replace,
+V433,Heart valve replaced by other means,Heart valve replac NEC,
+V434,Blood vessel replaced by other means,Blood vessel replac NEC,
+V435,Bladder replaced by other means,Bladder replacement NEC,
+V4360,Unspecified joint replacement,Joint replaced unspcf,
+V4361,Shoulder joint replacement,Joint replaced shoulder,
+V4362,Elbow joint replacement,Joint replaced elbow,
+V4363,Wrist joint replacement,Joint replaced wrist,
+V4364,Hip joint replacement,Joint replaced hip,
+V4365,Knee joint replacement,Joint replaced knee,
+V4366,Ankle joint replacement,Joint replaced ankle,
+V4369,Other joint replacement,Oth spcf joint replaced,
+V437,Limb replaced by other means,Limb replacement NEC,
+V4381,Larynx replacement,Larynx replacement,
+V4382,Breast replacement,Breast replacement,
+V4383,Artificial skin replacement,Artific skin repl status,
+V4389,Other organ or tissue replaced by other means,Organ/tiss replacmnt NEC,
+V440,Tracheostomy status,Tracheostomy status,
+V441,Gastrostomy status,Gastrostomy status,
+V442,Ileostomy status,Ileostomy status,
+V443,Colostomy status,Colostomy status,
+V444,Status of other artificial opening of gastrointestinal tract,Enterostomy status NEC,
+V4450,"Cystostomy, unspecified",Cystostomy status NOS,
+V4451,Cutaneous-vesicostomy,Cutaneous-vesicos status,
+V4452,Appendico-vesicostomy,Appendico-vesicos status,
+V4459,Other cystostomy,Cystostomy status NEC,
+V446,Other artificial opening of urinary tract status,Urinostomy status NEC,
+V447,Artificial vagina status,Artificial vagina status,
+V448,Other artificial opening status,Artif open status NEC,
+V449,Unspecified artificial opening status,Artif open status NOS,
+V4500,Unspecified cardiac device in situ,Status cardc dvce unspcf,
+V4501,Cardiac pacemaker in situ,Status cardiac pacemaker,
+V4502,Automatic implantable cardiac defibrillator in situ,Status autm crd dfbrltr,
+V4509,Other specified cardiac device in situ,Status oth spcf crdc dvc,
+V4511,Renal dialysis status,Renal dialysis status,
+V4512,Noncompliance with renal dialysis,Noncmplnt w renal dialys,
+V452,Presence of cerebrospinal fluid drainage device,Ventricular shunt status,
+V453,Intestinal bypass or anastomosis status,Intestinal bypass status,
+V454,Arthrodesis status,Arthrodesis status,
+V4551,Presence of intrauterine contraceptive device,Prsc ntrutr cntrcptv dvc,
+V4552,Presence of subdermal contraceptive implant,Prsc sbdrml cntrcp mplnt,
+V4559,Presence of other contraceptive device,Prsc other cntrcptv dvc,
+V4561,Cataract extraction status,Cataract extract status,
+V4569,Other states following surgery of eye and adnexa,Post-proc st eye/adn NEC,
+V4571,Acquired absence of breast and nipple,Acq absnce breast/nipple,
+V4572,Acquired absence of intestine (large) (small),Acquire absnce intestine,
+V4573,Acquired absence of kidney,Acquired absence kidney,
+V4574,"Acquired absence of organ, other parts of urinary tract",Acq absence urinary trct,
+V4575,"Acquired absence of organ, stomach",Acq absence of stomach,
+V4576,"Acquired absence of organ, lung",Acq absence of lung,
+V4577,"Acquired absence of organ, genital organs",Acq absnce genital organ,
+V4578,"Acquired absence of organ, eye",Acquired absence of eye,
+V4579,Other acquired absence of organ,Acq absence of organ NEC,
+V4581,Aortocoronary bypass status,Aortocoronary bypass,
+V4582,Percutaneous transluminal coronary angioplasty status,Status-post ptca,
+V4583,Breast implant removal status,Breast impl remov status,
+V4584,Dental restoration status,Dental restoratn status,
+V4585,Insulin pump status,Insulin pump status,
+V4586,Bariatric surgery status,Bariatric surgery status,
+V4587,Transplanted organ removal status,Trnsplnt orgn rem status,
+V4588,Status post administration of tPA (rtPA) in a different facility within the last 24 hours prior to admission to current facility,TPA adm status 24 hr pta,
+V4589,Other postprocedural status,Post-proc states NEC,
+V460,Dependence on aspirator,Dependence on aspirator,
+V4611,"Dependence on respirator, status",Respirator depend status,
+V4612,Encounter for respirator dependence during power failure,Resp depend-powr failure,
+V4613,Encounter for weaning from respirator [ventilator],Weaning from respirator,
+V4614,Mechanical complication of respirator [ventilator],Mech comp respirator,
+V462,"Other dependence on machines, supplemental oxygen",Depend-supplement oxygen,
+V463,Wheelchair dependence,Wheelchair dependence,
+V468,Dependence on other enabling machines,Machine dependence NEC,
+V469,Unspecified machine dependence,Machine dependence NOS,
+V470,Deficiencies of internal organs,Intern organ deficiency,
+V471,Mechanical and motor problems with internal organs,Mech prob w internal org,
+V472,Other cardiorespiratory problems,Cardiorespirat probl NEC,
+V473,Other digestive problems,Digestive problems NEC,
+V474,Other urinary problems,Urinary problems NEC,
+V475,Other genital problems,Genital problems NEC,
+V479,Unspecified problems with internal organs,Probl w internal org NOS,
+V480,Deficiencies of head,Deficiencies of head,
+V481,Deficiencies of neck and trunk,Deficiencies neck/trunk,
+V482,Mechanical and motor problems with head,Mechanical prob w head,
+V483,Mechanical and motor problems with neck and trunk,Mech prob w neck & trunk,
+V484,Sensory problem with head,Sensory problem w head,
+V485,Sensory problem with neck and trunk,Sensor prob w neck/trunk,
+V486,Disfigurements of head,Disfigurements of head,
+V487,Disfigurements of neck and trunk,Disfigurement neck/trunk,
+V488,"Other problems with head, neck, and trunk",Prob-head/neck/trunk NEC,
+V489,"Unspecified problem with head, neck, or trunk",Prob-head/neck/trunk NOS,
+V490,Deficiencies of limbs,Deficiencies of limbs,
+V491,Mechanical problems with limbs,Mechanical prob w limbs,
+V492,Motor problems with limbs,Motor problems w limbs,
+V493,Sensory problems with limbs,Sensory problems w limbs,
+V494,Disfigurements of limbs,Disfigurements of limbs,
+V495,Other problems of limbs,Limb problems NEC,
+V4960,Unspecified level upper limb amputation status,Status amput up lmb NOS,
+V4961,Thumb amputation status,Status amput thumb,
+V4962,Other finger(s) amputation status,Status amput oth fingers,
+V4963,Hand amputation status,Status amput hand,
+V4964,Wrist amputation status,Status amput wrist,
+V4965,Below elbow amputation status,Status amput below elbow,
+V4966,Above elbow amputation status,Status amput above elbow,
+V4967,Shoulder amputation status,Status amput shoulder,
+V4970,Unspecified level lower limb amputation status,Status amput lwr lmb NOS,
+V4971,Great toe amputation status,Status amput great toe,
+V4972,Other toe(s) amputation status,Status amput othr toe(s),
+V4973,Foot amputation status,Status amput foot,
+V4974,Ankle amputation status,Status amput ankle,
+V4975,Below knee amputation status,Status amput below knee,
+V4976,Above knee amputation status,Status amput above knee,
+V4977,Hip amputation status,Status amput hip,
+V4981,Asymptomatic postmenopausal status (age-related) (natural),Asympt postmeno status,
+V4982,Dental sealant status,Dental sealant status,
+V4983,Awaiting organ transplant status,Await organ transplnt st,
+V4984,Bed confinement status,Bed confinement status,
+V4985,Dual sensory impairment,Dual sensory impairment,
+V4986,Do not resuscitate status,Do not resusctate status,
+V4987,Physical restraints status,Physical restrain status,
+V4989,Other specified conditions influencing health status,Conditn influ health NEC,
+V499,Unspecified problems with limbs and other problems,Probl influ health NOS,
+V500,Elective hair transplant for purposes other than remedying health states,Hair transplant,
+V501,Other plastic surgery for unacceptable cosmetic appearance,Plastic surgery NEC,
+V502,Routine or ritual circumcision,Routine circumcision,
+V503,Ear piercing,Ear piercing,
+V5041,Prophylactic breast removal,Prphylct orgn rmvl brst,
+V5042,Prophylactic ovary removal,Prphylct orgn rmvl ovary,
+V5049,Other prophylactic gland removal,Prphylct orgn rmvl other,
+V508,Other elective surgery for purposes other than remedying health states,Elective surgery NEC,
+V509,Unspecified elective surgery for purposes other than remedying health states,Elective surgery NOS,
+V510,Encounter for breast reconstruction following mastectomy,Brst reconst fol mastect,
+V518,Other aftercare involving the use of plastic surgery,Aftercre plastc surg NEC,
+V520,Fitting and adjustment of artificial arm (complete) (partial),Fitting artificial arm,
+V521,Fitting and adjustment of artificial leg (complete) (partial),Fitting artificial leg,
+V522,Fitting and adjustment of artificial eye,Fitting artificial eye,
+V523,Fitting and adjustment of dental prosthetic device,Fitting dental prosthes,
+V524,Fitting and adjustment of breast prosthesis and implant,Fit/adj breast pros/impl,
+V528,Fitting and adjustment of other specified prosthetic device,Fitting prosthesis NEC,
+V529,Fitting and adjustment of unspecified prosthetic device,Fitting prosthesis NOS,
+V5301,Fitting and adjustment of cerebral ventricular (communicating) shunt,Adj cerebral vent shunt,
+V5302,Fitting and adjustment of neuropacemaker (brain) (peripheral nerve) (spinal cord),Adjust neuropacemaker,
+V5309,Fitting and adjustment of other devices related to nervous system and special senses,Adj nerv syst device NEC,
+V531,Fitting and adjustment of spectacles and contact lenses,Fit contact lens/glasses,
+V532,Fitting and adjustment of hearing aid,Adjustment hearing aid,
+V5331,Fitting and adjustment of cardiac pacemaker,Ftng cardiac pacemaker,
+V5332,Fitting and adjustment of automatic implantable cardiac defibrillator,Ftng autmtc dfibrillator,
+V5339,Fitting and adjustment of other cardiac device,Ftng oth cardiac device,
+V534,Fitting and adjustment of orthodontic devices,Fit orthodontic device,
+V5350,Fitting and adjustment of intestinal appliance and device,Fit/adjust intestinl dev,
+V5351,Fitting and adjustment of gastric lap band,Fit/adj gastric lap band,
+V5359,Fitting and adjustment of other gastrointestinal appliance and device,Fit/adjust gi app-device,
+V536,Fitting and adjustment of urinary devices,Fitting urinary devices,
+V537,Fitting and adjustment of orthopedic devices,Fit orthopedic devices,
+V538,Fitting and adjustment of wheelchair,Adjustment of wheelchair,
+V5390,"Fitting and adjustment, unspecified device",Fit/adjust device NOS,
+V5391,Fitting and adjustment of insulin pump,Fit/adjust insulin pump,
+V5399,"Fitting and adjustment, other device",Fit/adjust device NEC,
+V5401,Encounter for removal of internal fixation device,Removal int fixation dev,
+V5402,Encounter for lengthening/adjustment of growth rod,Length/adjust growth rod,
+V5409,Other aftercare involving internal fixation device,Aftrcre int fixation dev,
+V5410,"Aftercare for healing traumatic fracture of arm, unspecified",Aftrcre traum fx arm NOS,
+V5411,Aftercare for healing traumatic fracture of upper arm,Aftrcare traum fx up arm,
+V5412,Aftercare for healing traumatic fracture of lower arm,Aftrcre traum fx low arm,
+V5413,Aftercare for healing traumatic fracture of hip,Aftrcre traumatic fx hip,
+V5414,"Aftercare for healing traumatic fracture of leg, unspecified",Aftrcre traum fx leg NOS,
+V5415,Aftercare for healing traumatic fracture of upper leg,Aftrcare traum fx up leg,
+V5416,Aftercare for healing traumatic fracture of lower leg,Aftrcre traum fx low leg,
+V5417,Aftercare for healing traumatic fracture of vertebrae,Aftrcre traum fx vertebr,
+V5419,Aftercare for healing traumatic fracture of other bone,Aftrce traum fx bone NEC,
+V5420,"Aftercare for healing pathologic fracture of arm, unspecified",Aftrcare path fx arm NOS,
+V5421,Aftercare for healing pathologic fracture of upper arm,Aftercare path fx up arm,
+V5422,Aftercare for healing pathologic fracture of lower arm,Aftrcare path fx low arm,
+V5423,Aftercare for healing pathologic fracture of hip,Aftercare path fx hip,
+V5424,"Aftercare for healing pathologic fracture of leg, unspecified",Aftrcare path fx leg NOS,
+V5425,Aftercare for healing pathologic fracture of upper leg,Aftrcare path fx up leg,
+V5426,Aftercare for healing pathologic fracture of lower leg,Aftrcare path fx low leg,
+V5427,Aftercare for healing pathologic fracture of vertebrae,Aftrcare path fx vertebr,
+V5429,Aftercare for healing pathologic fracture of other bone,Aftrcre path fx bone NEC,
+V5481,Aftercare following joint replacement,Aftercare joint replace,
+V5482,Aftercare following explantation of joint prosthesis,Aftcr explantatn jt pros,
+V5489,Other orthopedic aftercare,Orthopedic aftercare NEC,
+V549,Unspecified orthopedic aftercare,Orthopedic aftercare NOS,
+V550,Attention to tracheostomy,Atten to tracheostomy,
+V551,Attention to gastrostomy,Atten to gastrostomy,
+V552,Attention to ileostomy,Atten to ileostomy,
+V553,Attention to colostomy,Atten to colostomy,
+V554,Attention to other artificial opening of digestive tract,Atten to enterostomy NEC,
+V555,Attention to cystostomy,Atten to cystostomy,
+V556,Attention to other artificial opening of urinary tract,Atten to urinostomy NEC,
+V557,Attention to artificial vagina,Atten artificial vagina,
+V558,Attention to other specified artificial opening,Attn to artif open NEC,
+V559,Attention to unspecified artificial opening,Attn to artif open NOS,
+V560,Encounter for extracorporeal dialysis,Renal dialysis encounter,
+V561,Fitting and adjustment of extracorporeal dialysis catheter,Ft/adj xtrcorp dial cath,
+V562,Fitting and adjustment of peritoneal dialysis catheter,Fit/adj perit dial cath,
+V5631,Encounter for adequacy testing for hemodialysis,Hemodialysis testing,
+V5632,Encounter for adequacy testing for peritoneal dialysis,Peritoneal dialysis test,
+V568,Encounter for other dialysis,"Dialysis encounter, NEC",
+V570,Care involving breathing exercises,Breathing exercises,
+V571,Care involving other physical therapy,Physical therapy NEC,
+V5721,Encounter for occupational therapy,Encntr occupatnal thrpy,
+V5722,Encounter for vocational therapy,Encntr vocational thrpy,
+V573,Care involving speech-language therapy,Speech-language therapy,
+V574,Care involving orthoptic training,Orthoptic training,
+V5781,Care involving orthotic training,Orthotic training,
+V5789,Care involving other specified rehabilitation procedure,Rehabilitation proc NEC,
+V579,Care involving unspecified rehabilitation procedure,Rehabilitation proc NOS,
+V580,Encounter for radiotherapy,Radiotherapy encounter,
+V5811,Encounter for antineoplastic chemotherapy,Antineoplastic chemo enc,
+V5812,Encounter for antineoplastic immunotherapy,Immunotherapy encounter,
+V582,"Blood transfusion, without reported diagnosis","Blood transfusion, no dx",
+V5830,Encounter for change or removal of nonsurgical wound dressing,Attn rem nonsurg dressng,
+V5831,Encounter for change or removal of surgical wound dressing,Attn rem surg dressing,
+V5832,Encounter for removal of sutures,Attn removal of sutures,
+V5841,Encounter for planned post-operative wound closure,Encntr plnd po wnd clsr,
+V5842,Aftercare following surgery for neoplasm,Aftercare neoplasm surg,
+V5843,Aftercare following surgery for injury and trauma,Aftrcare inj/trauma surg,
+V5844,Aftercare following organ transplant,Aftercare organ transplt,
+V5849,Other specified aftercare following surgery,Postop oth specfd aftrcr,
+V585,Orthodontics aftercare,Orthodontics aftercare,
+V5861,Long-term (current) use of anticoagulants,Long-term use anticoagul,
+V5862,Long-term (current) use of antibiotics,Long-term use antibiotic,
+V5863,Long-term (current) use of antiplatelet/antithrombotic,Lng use antiplte/thrmbtc,
+V5864,Long-term (current) use of non-steroidal anti-inflammatories (NSAID),Long-term anti-inflamtry,
+V5865,Long-term (current) use of steroids,Long-term use steroids,
+V5866,Long-term (current) use of aspirin,Long-term use of aspirin,
+V5867,Long-term (current) use of insulin,Long-term use of insulin,
+V5868,Long term (current) use of bisphosphonates,Lng term bisphosphonates,
+V5869,Long-term (current) use of other medications,Long-term use meds NEC,
+V5871,"Aftercare following surgery of the sense organs, NEC",Aft surg sense org NEC,
+V5872,"Aftercare following surgery of the nervous system, NEC",Aftcre surg nerv sys NEC,
+V5873,"Aftercare following surgery of the circulatory system, NEC",Aft surg circ syst NEC,
+V5874,"Aftercare following surgery of the respiratory system, NEC",Aftrcre surg respsys NEC,
+V5875,"Aftercare following surgery of the teeth, oral cavity and digestive system, NEC",Aft oral cav/dig sys NEC,
+V5876,"Aftercare following surgery of the genitourinary system, NEC",Aftrcre surg GU syst NEC,
+V5877,"Aftercare following surgery of the skin and subcutaneous tissue, NEC",Aft surg skin/subcu NEC,
+V5878,"Aftercare following surgery of the musculoskeletal system, NEC",Aftrcre surg MS syst NEC,
+V5881,Fitting and adjustment of vascular catheter,Fit/adj vascular cathetr,
+V5882,"Fitting and adjustment of nonvascular catheter, NEC",Fit/adj non-vsc cath NEC,
+V5883,Encounter for therapeutic drug monitoring,Therapeutic drug monitor,
+V5889,Other specified aftercare,Other specfied aftercare,
+V589,Unspecified aftercare,Aftercare NOS,
+V5901,"Blood donors, whole blood",Blood donor-whole blood,
+V5902,"Blood donors, stem cells",Blood donor-stem cells,
+V5909,Other blood donors,Blood donor NEC,
+V591,Skin donors,Skin donor,
+V592,Bone donors,Bone donor,
+V593,Bone marrow donors,Bone marrow donor,
+V594,Kidney donors,Kidney donor,
+V595,Cornea donors,Cornea donor,
+V596,Liver donors,Liver donor,
+V5970,"Egg (oocyte) (ovum) donor, unspecified",Egg donor NEC,
+V5971,"Egg (oocyte) (ovum) donor, under age 35, anonymous recipient",Egg donor age <35 anon,
+V5972,"Egg (oocyte) (ovum) donor, under age 35, designated recipient",Egg donor age <35 desig,
+V5973,"Egg (oocyte) (ovum) donor, age 35 and over, anonymous recipient",Egg donor age 35+ anon,
+V5974,"Egg (oocyte) (ovum) donor, age 35 and over, designated recipient",Egg donor age 35+ desig,
+V598,Donors of other specified organ or tissue,Org or tissue donor NEC,
+V599,Donors of unspecified organ or tissue,Org or tissue donor NOS,
+V600,Lack of housing,Lack of housing,
+V601,Inadequate housing,Inadequate housing,
+V602,Inadequate material resources,Economic problem,
+V603,Person living alone,Person living alone,
+V604,No other household member able to render care,No family able to care,
+V605,Holiday relief care,Holiday relief care,
+V606,Person living in residential institution,Person in resident inst,
+V6081,Foster care (status),Foster care (status),
+V6089,Other specified housing or economic circumstances,Housing/econo circum NEC,
+V609,Unspecified housing or economic circumstance,Housing/econo circum NOS,
+V6101,Family disruption due to family member on military deployment,Fmily dsrpt-fam military,
+V6102,Family disruption due to return of family member from military deployment,Fmily dsrpt-ret military,
+V6103,Family disruption due to divorce or legal separation,Fmily dsrpt- divorce/sep,
+V6104,Family disruption due to parent-child estrangement,Family dsrpt-estrangmemt,
+V6105,Family disruption due to child in welfare custody,Famly dsrpt-chld custody,
+V6106,Family disruption due to child in foster care or in care of non-parental family member,Family dsrpt-foster care,
+V6107,Family disruption due to death of family member,Family dsrpt-death membr,
+V6108,Family disruption due to other extended absence of family member,Fmly dsrp-fam absnce NEC,
+V6109,Other family disruption,Family disruption NEC,
+V6110,"Counseling for marital and partner problems, unspecified",Consl partner prob,
+V6111,Counseling for victim of spousal and partner abuse,Cnsl victm partner abuse,
+V6112,Counseling for perpetrator of spousal and partner abuse,Cnsl perp partner abuse,
+V6120,"Counseling for parent-child problem, unspecified",Cnsl prnt-chld prob NOS,
+V6121,Counseling for victim of child abuse,Cnsl victim child abuse,
+V6122,Counseling for perpetrator of spousal and partner abuse,Cnsl perp parent chld ab,
+V6123,Counseling for parent-biological child problem,Cnsl prnt-biol chld prob,
+V6124,Counseling for parent-adopted child problem,Cnsl prnt-adpt chld prob,
+V6125,Counseling for parent (guardian)-foster child problem,Cnsl prnt-fstr chld prob,
+V6129,Other parent-child problems,Oth parent-child problem,
+V613,Problems with aged parents or in-laws,Problem w aged parent,
+V6141,Alcoholism in family,Alcoholism in family,
+V6142,Substance abuse in family,Substance abuse-family,
+V6149,Other health problems within the family,Family health probl NEC,
+V615,Multiparity,Multiparity,
+V616,Illegitimacy or illegitimate pregnancy,Illegitimate pregnancy,
+V617,Other unwanted pregnancy,Unwanted pregnancy NEC,
+V618,Other specified family circumstances,Family circumstances NEC,
+V619,Unspecified family circumstance,Family circumstance NOS,
+V620,Unemployment,Unemployment,
+V621,Adverse effects of work environment,Adverse eff-work environ,
+V6221,Personal current military deployment status,Hx military deployment,
+V6222,Personal history of return from military deployment,Hx retrn military deploy,
+V6229,Other occupational circumstances or maladjustment,Occupationl circumst NEC,
+V623,Educational circumstances,Educational circumstance,
+V624,Social maladjustment,Social maladjustment,
+V625,Legal circumstances,Legal circumstances,
+V626,Refusal of treatment for reasons of religion or conscience,Refusal of treatment,
+V6281,"Interpersonal problems, not elsewhere classified",Interpersonal probl NEC,
+V6282,"Bereavement, uncomplicated","Bereavement, uncomplicat",
+V6283,Counseling for perpetrator of physical/sexual abuse,Cnsl perp phys/sex abuse,
+V6284,Suicidal ideation,Suicidal ideation,
+V6285,Homicidal ideation,Homicidal ideation,
+V6289,"Other psychological or physical stress, not elsewhere classified",Psychological stress NEC,
+V629,Unspecified psychosocial circumstance,Psychosocial circum NOS,
+V630,Residence remote from hospital or other health care facility,Home remote from hospitl,
+V631,Medical services in home not available,No medical serv in home,
+V632,Person awaiting admission to adequate facility elsewhere,Wait adm to oth facility,
+V638,Other specified reasons for unavailability of medical facilities,No med facilities NEC,
+V639,Unspecified reason for unavailability of medical facilities,No med facilities NOS,
+V6400,"Vaccination not carried out, unspecified reason",No vaccination NOS,
+V6401,Vaccination not carried out because of acute illness,No vaccin-acute illness,
+V6402,Vaccination not carried out because of chronic illness or condition,No vaccin-chronc illness,
+V6403,Vaccination not carried out because of immune compromised state,No vaccin-immune comp,
+V6404,Vaccination not carried out because of allergy to vaccine or component,No vaccin-allergy to vac,
+V6405,Vaccination not carried out because of caregiver refusal,No vaccin-caregiv refuse,
+V6406,Vaccination not carried out because of patient refusal,No vaccination-pt refuse,
+V6407,Vaccination not carried out for religious reasons,No vaccination-religion,
+V6408,Vaccination not carried out because patient had disease being vaccinated against,No vaccin-prev disease,
+V6409,Vaccination not carried out for other reason,No vaccination NEC,
+V641,Surgical or other procedure not carried out because of contraindication,No proc/contraindication,
+V642,Surgical or other procedure not carried out because of patient's decision,No proc/patient decision,
+V643,Procedure not carried out for other reasons,No proc for reasons NEC,
+V6441,Laparoscopic surgical procedure converted to open procedure,Lap surg convert to open,
+V6442,Thoracoscopic surgical procedure converted to open procedure,Thoracoscop conv to open,
+V6443,Arthroscopic surgical procedure converted to open procedure,Arthroscopc conv to open,
+V650,Healthy person accompanying sick person,Healthy person w sick,
+V6511,Pediatric pre-birth visit for expectant parent(s),Ped pre-brth vst-parent,
+V6519,Other person consulting on behalf of another person,Person consult for anoth,
+V652,Person feigning illness,Person feigning illness,
+V653,Dietary surveillance and counseling,Dietary surveil/counsel,
+V6540,Counseling NOS,Counseling NOS,
+V6541,Exercise counseling,Exercise counseling,
+V6542,Counseling on substance use and abuse,Counslng sbstn use abuse,
+V6543,Counseling on injury prevention,Counseling injry prevent,
+V6544,Human immunodeficiency virus (HIV) counseling,Hiv counseling,
+V6545,Counseling on other sexually transmitted diseases,Consln ot sex trnsmt dis,
+V6546,Encounter for insulin pump training,Insulin pump training,
+V6549,Other specified counseling,Other specfd counseling,
+V655,Person with feared complaint in whom no diagnosis was made,Persn w feared complaint,
+V658,Other reasons for seeking consultation,Reason for consult NEC,
+V659,Unspecified reason for consultation,Reason for consult NOS,
+V660,Convalescence following surgery,Surgical convalescence,
+V661,Convalescence following radiotherapy,Radiotherapy convalescen,
+V662,Convalescence following chemotherapy,Chemotherapy convalescen,
+V663,Convalescence following psychotherapy and other treatment for mental disorder,Mental dis convalescence,
+V664,Convalescence following treatment of fracture,Fracture treatmnt conval,
+V665,Convalescence following other treatment,Convalescence NEC,
+V666,Convalescence following combined treatment,Comb treatment convales,
+V667,Encounter for palliative care,Encountr palliative care,
+V669,Unspecified convalescence,Convalescence NOS,
+V6700,"Follow-up examination, following surgery, unspecified",Follow-up surgery NOS,
+V6701,"Following surgery, follow-up vaginal pap smear",Follow-up vag pap smear,
+V6709,"Follow-up examination, following other surgery",Follow-up surgery NEC,
+V671,"Follow-up examination, following radiotherapy",Radiotherapy follow-up,
+V672,"Follow-up examination, following chemotherapy",Chemotherapy follow-up,
+V673,"Follow-up examination, following psychotherapy and other treatment for mental disorder",Psychiatric follow-up,
+V674,"Follow-up examination, following treatment of healed fracture",FU exam treatd healed fx,
+V6751,"Follow-up examination, following completed treatment with high-risk medication, not elsewhere classified",High-risk rx NEC exam,
+V6759,Other follow-up examination,Follow-up exam NEC,
+V676,"Follow-up examination, following combined treatment",Comb treatment follow-up,
+V679,Unspecified follow-up examination,Follow-up exam NOS,
+V6801,Disability examination,Disability examination,
+V6809,Other issue of medical certificates,Issue of med certif NEC,
+V681,Issue of repeat prescriptions,Issue repeat prescript,
+V682,Request for expert evidence,Request expert evidence,
+V6881,Referral of patient without examination or treatment,Referral-no exam/treat,
+V6889,Encounters for other specified administrative purpose,Administrtve encount NEC,
+V689,Encounters for unspecified administrative purpose,Administrtve encount NOS,
+V690,Lack of physical exercise,Lack of physical exercse,
+V691,Inappropriate diet and eating habits,Inapprt diet eat habits,
+V692,High-risk sexual behavior,High-risk sexual behavr,
+V693,Gambling and betting,Gambling and betting,
+V694,Lack of adequate sleep,Lack of adequate sleep,
+V695,Behavioral insomnia of childhood,Behav insomnia-childhood,
+V698,Other problems related to lifestyle,Oth prblms rltd lfstyle,
+V699,Unspecified problem related to lifestyle,Prblm rltd lfstyle NOS,
+V700,Routine general medical examination at a health care facility,Routine medical exam,
+V701,"General psychiatric examination, requested by the authority",Psych exam-authority req,
+V702,"General psychiatric examination, other and unspecified",Gen psychiatric exam NEC,
+V703,Other general medical examination for administrative purposes,Med exam NEC-admin purp,
+V704,Examination for medicolegal reasons,Exam-medicolegal reasons,
+V705,Health examination of defined subpopulations,Health exam-group survey,
+V706,Health examination in population surveys,Health exam-pop survey,
+V707,Examination of participant in clinical trial,Exam-clincal trial,
+V708,Other specified general medical examinations,General medical exam NEC,
+V709,Unspecified general medical examination,General medical exam NOS,
+V7101,Observation for adult antisocial behavior,Obsv-adult antisoc behav,
+V7102,Observation for childhood or adolescent antisocial behavior,Obsv-adolesc antisoc beh,
+V7109,Observation for other suspected mental condition,Observ-mental cond NEC,
+V711,Observation for suspected malignant neoplasm,Obsv-suspct mal neoplasm,
+V712,Observation for suspected tuberculosis,Observ-suspect TB,
+V713,Observation following accident at work,Observ-work accident,
+V714,Observation following other accident,Observ-accident NEC,
+V715,Observation following alleged rape or seduction,Observ following rape,
+V716,Observation following other inflicted injury,Observ-inflicted inj NEC,
+V717,Observation for suspected cardiovascular disease,Obs-susp cardiovasc dis,
+V7181,Observation and evaluation for suspected abuse and neglect,Observe-abuse & neglect,
+V7182,Observation and evaluation for suspected exposure to anthrax,Obs/eval sus exp anthrax,
+V7183,Observation and evaluation for suspected exposure to other biological agent,Obs/eval exp biol NEC,
+V7189,Observation and evaluation for other specified suspected conditions,Observ-suspect cond NEC,
+V719,Observation for unspecified suspected condition,Observ-suspect cond NOS,
+V720,Examination of eyes and vision,Eye & vision examination,
+V7211,Encounter for hearing examination following failed hearing screening,Hearing exam-fail screen,
+V7212,Encounter for hearing conservation and treatment,Hearing conservatn/trtmt,
+V7219,Other examination of ears and hearing,Exam ears & hearing NEC,
+V722,Dental examination,Dental examination,
+V7231,Routine gynecological examination,Routine gyn examination,
+V7232,Encounter for Papanicolaou cervical smear to confirm findings of recent normal smear following initial abnormal smear,Pap smear confirmation,
+V7240,"Pregnancy examination or test, pregnancy unconfirmed",Pregnancy test unconfirm,
+V7241,"Pregnancy examination or test, negative result",Pregnancy test negative,
+V7242,"Pregnancy examination or test, positive result",Pregnancy test-positive,
+V725,"Radiological examination, not elsewhere classified",Radiological exam NEC,
+V7260,"Laboratory examination, unspecified",Laboratory exam NOS,
+V7261,Antibody response examination,Antibody response exam,
+V7262,Laboratory examination ordered as part of a routine general medical examination,Routine physicl lab exam,
+V7263,Pre-procedural laboratory examination,Pre-procedure lab exam,
+V7269,Other laboratory examination,Laboratory exam NEC,
+V727,Diagnostic skin and sensitization tests,Skin/sensitization tests,
+V7281,Pre-operative cardiovascular examination,Preop cardiovsclr exam,
+V7282,Pre-operative respiratory examination,Preop respiratory exam,
+V7283,Other specified pre-operative examination,Oth spcf preop exam,
+V7284,"Pre-operative examination, unspecified",Preop exam unspcf,
+V7285,Other specified examination,Oth specified exam,
+V7286,Encounter for blood typing,Blood typing encounter,
+V729,Unspecified examination,Examination NOS,
+V730,Screening examination for poliomyelitis,Screening-poliomyelitis,
+V731,Screening examination for smallpox,Screening for smallpox,
+V732,Screening examination for measles,Screening for measles,
+V733,Screening examination for rubella,Screening for rubella,
+V734,Screening examination for yellow fever,Screening-yellow fever,
+V735,Screening examination for other arthropod-borne viral diseases,Screening-arbovirus dis,
+V736,Screening examination for trachoma,Screening for trachoma,
+V7381,Special screening examination for Human papillomavirus (HPV),Special screen exam HPV,
+V7388,Special screening examination for other specified chlamydial diseases,Scrn oth spcf chlmyd dis,
+V7389,Special screening examination for other specified viral diseases,Scrn oth spcf viral dis,
+V7398,Special screening examination for unspecified chlamydial disease,Scrn unspcf chlmyd dis,
+V7399,Special screening examination for unspecified viral disease,Scrn unspcf viral dis,
+V740,Screening examination for cholera,Screening for cholera,
+V741,Screening examination for pulmonary tuberculosis,Screening-pulmonary TB,
+V742,Screening examination for leprosy (Hansen's disease),Screening for leprosy,
+V743,Screening examination for diphtheria,Screening for diphtheria,
+V744,Screening examination for bacterial conjunctivitis,Screen-bact conjunctivit,
+V745,Screening examination for venereal disease,Screen for veneral dis,
+V746,Screening examination for yaws,Screening for yaws,
+V748,Screening examination for other specified bacterial and spirochetal diseases,Screen-bacterial dis NEC,
+V749,Screening examination for unspecified bacterial and spirochetal diseases,Screen-bacterial dis NOS,
+V750,Screening examination for rickettsial diseases,Screen-rickettsial dis,
+V751,Screening examination for malaria,Screening for malaria,
+V752,Screening examination for leishmaniasis,Screen for leishmaniasis,
+V753,Screening examination for trypanosomiasis,Screen-trypanosomiasis,
+V754,Screening examination for mycotic infections,Screen-mycotic infect,
+V755,Screening examination for schistosomiasis,Screen-schistosomiasis,
+V756,Screening examination for filariasis,Screen for filariasis,
+V757,Screening examination for intestinal helminthiasis,Screen for helminthiasis,
+V758,Screening examination for other specified parasitic infections,Screen-parasitic dis NEC,
+V759,Screening examination for unspecified infectious disease,Screen for infec dis NOS,
+V760,Special screening for malignant neoplasms of respiratory organs,Screen mal neop-resp org,
+V7610,"Breast screening, unspecified",Scrn mal neo breast NOS,
+V7611,Screening mammogram for high-risk patient,Screen mammogram hi risk,
+V7612,Other screening mammogram,Screen mammogram NEC,
+V7619,Other screening breast examination,Scrn mal neo breast NEC,
+V762,Screening for malignant neoplasms of cervix,Screen mal neop-cervix,
+V763,Screening for malignant neoplasms of bladder,Screen mal neop-bladder,
+V7641,Screening for malignant neoplasms of rectum,Screen mal neop-rectum,
+V7642,Screening for malignant neoplasms of oral cavity,Screen mal neop-oral cav,
+V7643,Screening for malignant neoplasms of skin,Screen mal neop-skin,
+V7644,Screening for malignant neoplasms of prostate,Scrn malig neop-prostate,
+V7645,Screening for malignant neoplasms of testis,Screen malig neop-testis,
+V7646,Special screening for malignant neoplasms of ovary,Screen malig neop-ovary,
+V7647,Special screening for malignant neoplasms of vagina,Screen malig neop-vagina,
+V7649,Special screening for malignant neoplasms of other sites,Screen mal neop oth site,
+V7650,"Special screening for malignant neoplasms for intestine, unspecified",Scrn malig neo-intes NOS,
+V7651,Special screening for malignant neoplasms of colon,Screen malig neop-colon,
+V7652,Special screening for malignant neoplasms of small intestine,Scrn mal neo-small intes,
+V7681,Special screening for malignant neoplasms of nervous system,Screen neop-nervous syst,
+V7689,Special screening for other malignant neoplasms,Screen neoplasm NEC,
+V769,Special screening for unspecified malignant neoplasms,Screen-neoplasm NOS,
+V770,Screening for thyroid disorders,Screen-thyroid disorder,
+V771,Screening for diabetes mellitus,Screen-diabetes mellitus,
+V772,Screening for malnutrition,Screen for malnutrition,
+V773,Screening for phenylketonuria (PKU),Screen-phenylketonuria,
+V774,Screening for galactosemia,Screen for galactosemia,
+V775,Screening for gout,Screening for gout,
+V776,Screening for cystic fibrosis,Screen-cystic fibrosis,
+V777,Screening for other inborn errors of metabolism,Screen-inborn err metab,
+V778,Screening for obesity,Screening for obesity,
+V7791,Screening for lipoid disorders,Screen lipoid disorders,
+V7799,"Screening for other and unspecified endocrine, nutritional, metabolic, and immunity disorders",Screen-endoc/nut/met NEC,
+V780,Screening for iron deficiency anemia,Screen-iron defic anemia,
+V781,Screening for other and unspecified deficiency anemia,Screen-defic anemia NEC,
+V782,Screening for sickle-cell disease or trait,Screen-sickle cell dis,
+V783,Screening for other hemoglobinopathies,Scrn-hemoglobinopath NEC,
+V788,Screening for other disorders of blood and blood-forming organs,Screen-blood dis NEC,
+V789,Screening for unspecified disorder of blood and blood-forming organs,Screen-blood dis NOS,
+V790,Screening for depression,Screening for depression,
+V791,Screening for alcoholism,Screening for alcoholism,
+V792,Special screening for intellectual disabilities,Scrn intellect disabilty,
+V793,Screening for developmental handicaps in early childhood,Screen-development prob,
+V798,Screening for other specified mental disorders and developmental handicaps,Screen-mental dis NEC,
+V799,Screening for unspecified mental disorder and developmental handicap,Screen-mental dis NOS,
+V8001,Special screening for traumatic brain injury,Screen-traumtc brain inj,
+V8009,Special screening for other neurological conditions,Screen-neuro condition,
+V801,Screening for glaucoma,Screening for glaucoma,
+V802,Screening for other eye conditions,Screening-eye cond NEC,
+V803,Screening for ear diseases,Screening for ear dis,
+V810,Screening for ischemic heart disease,Scrn-ischemic heart dis,
+V811,Screening for hypertension,Screen for hypertension,
+V812,Screening for other and unspecified cardiovascular conditions,Screen-cardiovasc NEC,
+V813,Screening for chronic bronchitis and emphysema,Screen-bronch/emphysema,
+V814,Screening for other and unspecified respiratory conditions,Screen-respir cond NEC,
+V815,Screening for nephropathy,Screen for nephropathy,
+V816,Screening for other and unspecified genitourinary conditions,Screen for gu cond NEC,
+V820,Screening for skin conditions,Screen for skin cond,
+V821,Screening for rheumatoid arthritis,Screen-rheumatoid arthr,
+V822,Screening for other rheumatic disorders,Screen-rheumat dis NEC,
+V823,Screening for congenital dislocation of hip,Screen-cong hip dislocat,
+V824,Maternal postnatal screening for chromosomal anomalies,Mat pstntl scr-chrm anom,
+V825,Screening for chemical poisoning and other contamination,Screen-contamination NEC,
+V826,Multiphasic screening,Multiphasic screening,
+V8271,Screening for genetic disease carrier status,Screen-gentc dis carrier,
+V8279,Other genetic screening,Genetic screening NEC,
+V8281,Special screening for osteoporosis,Screen - osteoporosis,
+V8289,Special screening for other specified conditions,Screen for condition NEC,
+V829,Screening for unspecified condition,Screen for condition NOS,
+V8301,Asymptomatic hemophilia A carrier,Asympt hemoph a carrier,
+V8302,Symptomatic hemophilia A carrier,Sympt hemophil a carrier,
+V8381,Cystic fibrosis gene carrier,Cystic fibrosis gene car,
+V8389,Other genetic carrier status,Genetic carrier stat NEC,
+V8401,Genetic susceptibility to malignant neoplasm of breast,Genetc sus mal neo brest,
+V8402,Genetic susceptibility to malignant neoplasm of ovary,Genetc sus mal neo ovary,
+V8403,Genetic susceptibility to malignant neoplasm of prostate,Genetc sus mal neo prost,
+V8404,Genetic susceptibility to malignant neoplasm of endometrium,Genetc susc mal neo endo,
+V8409,Genetic susceptibility to other malignant neoplasm,Genetic susc mal neo NEC,
+V8481,Genetic susceptibility to multiple endocrine neoplasia [MEN],Genetc sus mult endo neo,
+V8489,Genetic susceptibility to other disease,Genetic suscept dis NEC,
+V850,"Body Mass Index less than 19, adult","BMI less than 19,adult",
+V851,"Body Mass Index between 19-24, adult","BMI between 19-24,adult",
+V8521,"Body Mass Index 25.0-25.9, adult","BMI 25.0-25.9,adult",
+V8522,"Body Mass Index 26.0-26.9, adult","BMI 26.0-26.9,adult",
+V8523,"Body Mass Index 27.0-27.9, adult","BMI 27.0-27.9,adult",
+V8524,"Body Mass Index 28.0-28.9, adult","BMI 28.0-28.9,adult",
+V8525,"Body Mass Index 29.0-29.9, adult","BMI 29.0-29.9,adult",
+V8530,"Body Mass Index 30.0-30.9, adult","BMI 30.0-30.9,adult",
+V8531,"Body Mass Index 31.0-31.9, adult","BMI 31.0-31.9,adult",
+V8532,"Body Mass Index 32.0-32.9, adult","BMI 32.0-32.9,adult",
+V8533,"Body Mass Index 33.0-33.9, adult","BMI 33.0-33.9,adult",
+V8534,"Body Mass Index 34.0-34.9, adult","BMI 34.0-34.9,adult",
+V8535,"Body Mass Index 35.0-35.9, adult","BMI 35.0-35.9,adult",
+V8536,"Body Mass Index 36.0-36.9, adult","BMI 36.0-36.9,adult",
+V8537,"Body Mass Index 37.0-37.9, adult","BMI 37.0-37.9,adult",
+V8538,"Body Mass Index 38.0-38.9, adult","BMI 38.0-38.9,adult",
+V8539,"Body Mass Index 39.0-39.9, adult","BMI 39.0-39.9,adult",
+V8541,"Body Mass Index 40.0-44.9, adult","BMI 40.0-44.9, adult",
+V8542,"Body Mass Index 45.0-49.9, adult","BMI 45.0-49.9, adult",
+V8543,"Body Mass Index 50.0-59.9, adult","BMI 50.0-59.9, adult",
+V8544,"Body Mass Index 60.0-69.9, adult","BMI 60.0-69.9, adult",
+V8545,"Body Mass Index 70 and over, adult","BMI 70 and over, adult",
+V8551,"Body Mass Index, pediatric, less than 5th percentile for age","BMI,pediatric <5%",
+V8552,"Body Mass Index, pediatric, 5th percentile to less than 85th percentile for age","BMI,pediatric 5% - <85%",
+V8553,"Body Mass Index, pediatric, 85th percentile to less than 95th percentile for age","BMI,pediatric 85% - <95%",
+V8554,"Body Mass Index, pediatric, greater than or equal to 95th percentile for age","BMI,pediatric >= 95%",
+V860,Estrogen receptor positive status [ER+],Estrogen recep pstv stat,
+V861,Estrogen receptor negative status [ER-],Estrogen recep neg stat,
+V8701,Contact with and (suspected) exposure to arsenic,Contact/exposure arsenic,
+V8702,Contact with and (suspected) exposure to uranium,Cont/susp expose uranium,
+V8709,Contact with and (suspected) exposure to other hazardous metals,Cntct/exp hazrd metl NEC,
+V8711,Contact with and (suspected) exposure to aromatic amines,Cntct/exp aromatc amines,
+V8712,Contact with and (suspected) exposure to benzene,Contact/exposure benzene,
+V8719,Contact with and (suspected) exposure to other hazardous aromatic compounds,Cont/exp haz aromat NEC,
+V872,Contact with and (suspected) exposure to other potentially hazardous chemicals,Cont/exp hazard chem NEC,
+V8731,Contact with and (suspected) exposure to mold,Contact/exposure mold,
+V8732,Contact with and (suspected) exposure to algae bloom,Contact/exp algae bloom,
+V8739,Contact with and (suspected) exposure to other potentially hazardous substances,Cont/exp hazard sub NEC,
+V8741,Personal history of antineoplastic chemotherapy,Hx antineoplastic chemo,
+V8742,Personal history of monoclonal drug therapy,Hx monoclonal drug thrpy,
+V8743,Personal history of estrogen therapy,Hx estrogen therapy,
+V8744,Personal history of inhaled steroid therapy,Hx inhaled steroid thrpy,
+V8745,Personal history of systemic steroid therapy,Hx systemc steroid thrpy,
+V8746,Personal history of immunosuppressive therapy,Hx immunosuppres thrpy,
+V8749,Personal history of other drug therapy,Hx drug therapy NEC,
+V8801,Acquired absence of both cervix and uterus,Acq absnce cervix/uterus,
+V8802,Acquired absence of uterus with remaining cervical stump,Acq ab ut remn cerv stmp,
+V8803,Acquired absence of cervix with remaining uterus,Acq absnc cerv/remain ut,
+V8811,Acquired total absence of pancreas,Acq total absnc pancreas,
+V8812,Acquired partial absence of pancreas,Acq part absnce pancreas,
+V8821,Acquired absence of hip joint,Acq absence of hip joint,
+V8822,Acquired absence of knee joint,Acq absence knee joint,
+V8829,Acquired absence of other joint,Acq absence of oth joint,
+V8901,Suspected problem with amniotic cavity and membrane not found,Sus amntc cav/mem nt fnd,
+V8902,Suspected placental problem not found,Sus placentl prob nt fnd,
+V8903,Suspected fetal anomaly not found,Sus fetal anomaly nt fnd,
+V8904,Suspected problem with fetal growth not found,Sus fetal growth not fnd,
+V8905,Suspected cervical shortening not found,Sus cervcl shortn nt fnd,
+V8909,Other suspected maternal and fetal condition not found,Oth sus mat/ftl nt fnd,
+V9001,Retained depleted uranium fragments,Retain deplete uran frag,
+V9009,Other retained radioactive fragments,Retain radioac frag NEC,
+V9010,"Retained metal fragments, unspecified",Retained metal frag NOS,
+V9011,Retained magnetic metal fragments,Retain magnet metal frag,
+V9012,Retained nonmagnetic metal fragments,Retain nonmag meta frag,
+V902,Retained plastic fragments,Retain plastic fragments,
+V9031,Retained animal quills or spines,Retained quills/spines,
+V9032,Retained tooth,Retained tooth,
+V9033,Retained wood fragments,Retained wood fragments,
+V9039,Other retained organic fragments,Retain organic frag NEC,
+V9081,Retained glass fragments,Retained glass fragments,
+V9083,Retained stone or crystalline fragments,Retain stone/crystl frag,
+V9089,Other specified retained foreign body,Retain FB NEC,
+V909,"Retained foreign body, unspecified material","Retain FB, mat NOS",
+V9100,"Twin gestation, unspecified number of placenta, unspecified number of amniotic sacs",Twin gest-plac/sac NOS,
+V9101,"Twin gestation, monochorionic/monoamniotic (one placenta, one amniotic sac)",Twin gest-monochr/monoam,
+V9102,"Twin gestation, monochorionic/diamniotic (one placenta, two amniotic sacs)",Twin gest-monochr/diamni,
+V9103,"Twin gestation, dichorionic/diamniotic (two placentae, two amniotic sacs)",Twin gest-dich/diamniotc,
+V9109,"Twin gestation, unable to determine number of placenta and number of amniotic sacs",Twin gest-plac/sac undet,
+V9110,"Triplet gestation, unspecified number of placenta and unspecified number of amniotic sacs",Tripl gest-plac/sac NOS,
+V9111,"Triplet gestation, with two or more monochorionic fetuses",Triplet gest 2+ monochor,
+V9112,"Triplet gestation, with two or more monoamniotic fetuses",Triplet gest 2+ monoamn,
+V9119,"Triplet gestation, unable to determine number of placenta and number of amniotic sacs",Tripl gest-plac/sac und,
+V9120,"Quadruplet gestation, unspecified number of placenta and unspecified number of amniotic sacs",Quad gest-plac/sac NOS,
+V9121,"Quadruplet gestation, with two or more monochorionic fetuses",Quad gest 2+ monochorion,
+V9122,"Quadruplet gestation, with two or more monoamniotic fetuses",Quad gest 2+ monoamniotc,
+V9129,"Quadruplet gestation, unable to determine number of placenta and number of amniotic sacs",Quad gest-plac/sac undet,
+V9190,"Other specified multiple gestation, unspecified number of placenta and unspecified number of amniotic sacs",Mult gest-plac/sac NOS,
+V9191,"Other specified multiple gestation, with two or more monochorionic fetuses",Mult gest 2+ monochr NEC,
+V9192,"Other specified multiple gestation, with two or more monoamniotic fetuses",Mult gest 2+ monoamn NEC,
+V9199,"Other specified multiple gestation, unable to determine number of placenta and number of amniotic sacs",Mult gest-plac/sac undet,
\ No newline at end of file
diff --git a/dat/I9DX_DESC.txt b/dat/I9DX_DESC.txt
new file mode 100644
index 0000000..0495737
--- /dev/null
+++ b/dat/I9DX_DESC.txt
@@ -0,0 +1,13367 @@
+0010 CHOLERA D/T VIB CHOLERAE
+0011 CHOLERA D/T VIB EL TOR
+0019 CHOLERA NOS
+0020 TYPHOID FEVER
+0021 PARATYPHOID FEVER A
+0022 PARATYPHOID FEVER B
+0023 PARATYPHOID FEVER C
+0029 PARATYPHOID FEVER NOS
+0030 SALMONELLA ENTERITIS
+0031 SALMONELLA SEPTICEMIA
+00320 LOCAL SALMONELLA INF NOS
+00321 SALMONELLA MENINGITIS
+00322 SALMONELLA PNEUMONIA
+00323 SALMONELLA ARTHRITIS
+00324 SALMONELLA OSTEOMYELITIS
+00329 LOCAL SALMONELLA INF NEC
+0038 SALMONELLA INFECTION NEC
+0039 SALMONELLA INFECTION NOS
+0040 SHIGELLA DYSENTERIAE
+0041 SHIGELLA FLEXNERI
+0042 SHIGELLA BOYDII
+0043 SHIGELLA SONNEI
+0048 SHIGELLA INFECTION NEC
+0049 SHIGELLOSIS NOS
+0050 STAPH FOOD POISONING
+0051 BOTULISM
+0052 FOOD POIS D/T C. PERFRIN
+0053 FOOD POIS: CLOSTRID NEC
+0054 FOOD POIS: V. PARAHAEM
+00581 FOOD POISN D/T V. VULNIF
+00589 BACT FOOD POISONING NEC
+0059 FOOD POISONING NOS
+0060 AC AMEBIASIS W/O ABSCESS
+0061 CHR AMEBIASIS W/O ABSCES
+0062 AMEBIC NONDYSENT COLITIS
+0063 AMEBIC LIVER ABSCESS
+0064 AMEBIC LUNG ABSCESS
+0065 AMEBIC BRAIN ABSCESS
+0066 AMEBIC SKIN ULCERATION
+0068 AMEBIC INFECTION NEC
+0069 AMEBIASIS NOS
+0070 BALANTIDIASIS
+0071 GIARDIASIS
+0072 COCCIDIOSIS
+0073 INTEST TRICHOMONIASIS
+0074 CRYPTOSPORIDIOSIS
+0075 CYCLOSPORIASIS
+0078 PROTOZOAL INTEST DIS NEC
+0079 PROTOZOAL INTEST DIS NOS
+00800 INTEST INFEC E COLI NOS
+00801 INT INF E COLI ENTRPATH
+00802 INT INF E COLI ENTRTOXGN
+00803 INT INF E COLI ENTRNVSV
+00804 INT INF E COLI ENTRHMRG
+00809 INT INF E COLI SPCF NEC
+0081 ARIZONA ENTERITIS
+0082 AEROBACTER ENTERITIS
+0083 PROTEUS ENTERITIS
+00841 STAPHYLOCOCC ENTERITIS
+00842 PSEUDOMONAS ENTERITIS
+00843 INT INFEC CAMPYLOBACTER
+00844 INT INF YRSNIA ENTRCLTCA
+00845 INT INF CLSTRDIUM DFCILE
+00846 INTES INFEC OTH ANEROBES
+00847 INT INF OTH GRM NEG BCTR
+00849 BACTERIAL ENTERITIS NEC
+0085 BACTERIAL ENTERITIS NOS
+00861 INTES INFEC ROTAVIRUS
+00862 INTES INFEC ADENOVIRUS
+00863 INT INF NORWALK VIRUS
+00864 INT INF OTH SML RND VRUS
+00865 INTES INFEC CALCIVIRUS
+00866 INTES INFEC ASTROVIRUS
+00867 INT INF ENTEROVIRUS NEC
+00869 OTHER VIRAL INTES INFEC
+0088 VIRAL ENTERITIS NOS
+0090 INFECTIOUS ENTERITIS NOS
+0091 ENTERITIS OF INFECT ORIG
+0092 INFECTIOUS DIARRHEA NOS
+0093 DIARRHEA OF INFECT ORIG
+01000 PRIM TB COMPLEX-UNSPEC
+01001 PRIM TB COMPLEX-NO EXAM
+01002 PRIM TB COMPLEX-EXM UNKN
+01003 PRIM TB COMPLEX-MICRO DX
+01004 PRIM TB COMPLEX-CULT DX
+01005 PRIM TB COMPLEX-HISTO DX
+01006 PRIM TB COMPLEX-OTH TEST
+01010 PRIM TB PLEURISY-UNSPEC
+01011 PRIM TB PLEURISY-NO EXAM
+01012 PRIM TB PLEUR-EXAM UNKN
+01013 PRIM TB PLEURIS-MICRO DX
+01014 PRIM TB PLEURISY-CULT DX
+01015 PRIM TB PLEURIS-HISTO DX
+01016 PRIM TB PLEURIS-OTH TEST
+01080 PRIM PROG TB NEC-UNSPEC
+01081 PRIM PROG TB NEC-NO EXAM
+01082 PRIM PR TB NEC-EXAM UNKN
+01083 PRIM PRG TB NEC-MICRO DX
+01084 PRIM PROG TB NEC-CULT DX
+01085 PRIM PRG TB NEC-HISTO DX
+01086 PRIM PRG TB NEC-OTH TEST
+01090 PRIMARY TB NOS-UNSPEC
+01091 PRIMARY TB NOS-NO EXAM
+01092 PRIMARY TB NOS-EXAM UNKN
+01093 PRIMARY TB NOS-MICRO DX
+01094 PRIMARY TB NOS-CULT DX
+01095 PRIMARY TB NOS-HISTO DX
+01096 PRIMARY TB NOS-OTH TEST
+01100 TB LUNG INFILTR-UNSPEC
+01101 TB LUNG INFILTR-NO EXAM
+01102 TB LUNG INFILTR-EXM UNKN
+01103 TB LUNG INFILTR-MICRO DX
+01104 TB LUNG INFILTR-CULT DX
+01105 TB LUNG INFILTR-HISTO DX
+01106 TB LUNG INFILTR-OTH TEST
+01110 TB LUNG NODULAR-UNSPEC
+01111 TB LUNG NODULAR-NO EXAM
+01112 TB LUNG NODUL-EXAM UNKN
+01113 TB LUNG NODULAR-MICRO DX
+01114 TB LUNG NODULAR-CULT DX
+01115 TB LUNG NODULAR-HISTO DX
+01116 TB LUNG NODULAR-OTH TEST
+01120 TB LUNG W CAVITY-UNSPEC
+01121 TB LUNG W CAVITY-NO EXAM
+01122 TB LUNG CAVITY-EXAM UNKN
+01123 TB LUNG W CAVIT-MICRO DX
+01124 TB LUNG W CAVITY-CULT DX
+01125 TB LUNG W CAVIT-HISTO DX
+01126 TB LUNG W CAVIT-OTH TEST
+01130 TB OF BRONCHUS-UNSPEC
+01131 TB OF BRONCHUS-NO EXAM
+01132 TB OF BRONCHUS-EXAM UNKN
+01133 TB OF BRONCHUS-MICRO DX
+01134 TB OF BRONCHUS-CULT DX
+01135 TB OF BRONCHUS-HISTO DX
+01136 TB OF BRONCHUS-OTH TEST
+01140 TB LUNG FIBROSIS-UNSPEC
+01141 TB LUNG FIBROSIS-NO EXAM
+01142 TB LUNG FIBROS-EXAM UNKN
+01143 TB LUNG FIBROS-MICRO DX
+01144 TB LUNG FIBROSIS-CULT DX
+01145 TB LUNG FIBROS-HISTO DX
+01146 TB LUNG FIBROS-OTH TEST
+01150 TB BRONCHIECTASIS-UNSPEC
+01151 TB BRONCHIECT-NO EXAM
+01152 TB BRONCHIECT-EXAM UNKN
+01153 TB BRONCHIECT-MICRO DX
+01154 TB BRONCHIECT-CULT DX
+01155 TB BRONCHIECT-HISTO DX
+01156 TB BRONCHIECT-OTH TEST
+01160 TB PNEUMONIA-UNSPEC
+01161 TB PNEUMONIA-NO EXAM
+01162 TB PNEUMONIA-EXAM UNKN
+01163 TB PNEUMONIA-MICRO DX
+01164 TB PNEUMONIA-CULT DX
+01165 TB PNEUMONIA-HISTO DX
+01166 TB PNEUMONIA-OTH TEST
+01170 TB PNEUMOTHORAX-UNSPEC
+01171 TB PNEUMOTHORAX-NO EXAM
+01172 TB PNEUMOTHORX-EXAM UNKN
+01173 TB PNEUMOTHORAX-MICRO DX
+01174 TB PNEUMOTHORAX-CULT DX
+01175 TB PNEUMOTHORAX-HISTO DX
+01176 TB PNEUMOTHORAX-OTH TEST
+01180 PULMONARY TB NEC-UNSPEC
+01181 PULMONARY TB NEC-NO EXAM
+01182 PULMON TB NEC-EXAM UNKN
+01183 PULMON TB NEC-MICRO DX
+01184 PULMON TB NEC-CULT DX
+01185 PULMON TB NEC-HISTO DX
+01186 PULMON TB NEC-OTH TEST
+01190 PULMONARY TB NOS-UNSPEC
+01191 PULMONARY TB NOS-NO EXAM
+01192 PULMON TB NOS-EXAM UNKN
+01193 PULMON TB NOS-MICRO DX
+01194 PULMON TB NOS-CULT DX
+01195 PULMON TB NOS-HISTO DX
+01196 PULMON TB NOS-OTH TEST
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+0851 CUTAN LEISHMANIAS URBAN
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+0990 CHANCROID
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+0992 GRANULOMA INGUINALE
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+09941 CHLMYD TRACHOMATIS URETH
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+09959 OTH VD CHLM TRCH SPCF ST
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+1000 LEPTOSPIROS ICTEROHEM
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+1025 GANGOSA
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+1251 MALAYAN FILARIASIS
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+1279 INTEST HELMINTHIASIS NOS
+1280 TOXOCARIASIS
+1281 GNATHOSTOMIASIS
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+1300 TOXOPLASM MENINGOENCEPH
+1301 TOXOPLASM CONJUNCTIVITIS
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+1303 TOXOPLASMA MYOCARDITIS
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+1450 MAL NEO CHEEK MUCOSA
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+1452 MALIG NEO HARD PALATE
+1453 MALIG NEO SOFT PALATE
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+1456 MALIG NEO RETROMOLAR
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+1460 MALIGNANT NEOPL TONSIL
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+1466 MAL NEO LAT OROPHARYNX
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+1481 MAL NEO PYRIFORM SINUS
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+1500 MAL NEO CERVICAL ESOPHAG
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+1510 MAL NEO STOMACH CARDIA
+1511 MALIGNANT NEO PYLORUS
+1512 MAL NEO PYLORIC ANTRUM
+1513 MAL NEO STOMACH FUNDUS
+1514 MAL NEO STOMACH BODY
+1515 MAL NEO STOM LESSER CURV
+1516 MAL NEO STOM GREAT CURV
+1518 MALIG NEOPL STOMACH NEC
+1519 MALIG NEOPL STOMACH NOS
+1520 MALIGNANT NEOPL DUODENUM
+1521 MALIGNANT NEOPL JEJUNUM
+1522 MALIGNANT NEOPLASM ILEUM
+1523 MAL NEO MECKEL'S DIVERT
+1528 MAL NEO SMALL BOWEL NEC
+1529 MAL NEO SMALL BOWEL NOS
+1530 MAL NEO HEPATIC FLEXURE
+1531 MAL NEO TRANSVERSE COLON
+1532 MAL NEO DESCEND COLON
+1533 MAL NEO SIGMOID COLON
+1534 MALIGNANT NEOPLASM CECUM
+1535 MALIGNANT NEO APPENDIX
+1536 MALIG NEO ASCEND COLON
+1537 MAL NEO SPLENIC FLEXURE
+1538 MALIGNANT NEO COLON NEC
+1539 MALIGNANT NEO COLON NOS
+1540 MAL NEO RECTOSIGMOID JCT
+1541 MALIGNANT NEOPL RECTUM
+1542 MALIG NEOPL ANAL CANAL
+1543 MALIGNANT NEO ANUS NOS
+1548 MAL NEO RECTUM/ANUS NEC
+1550 MAL NEO LIVER, PRIMARY
+1551 MAL NEO INTRAHEPAT DUCTS
+1552 MALIGNANT NEO LIVER NOS
+1560 MALIG NEO GALLBLADDER
+1561 MAL NEO EXTRAHEPAT DUCTS
+1562 MAL NEO AMPULLA OF VATER
+1568 MALIG NEO BILIARY NEC
+1569 MALIG NEO BILIARY NOS
+1570 MAL NEO PANCREAS HEAD
+1571 MAL NEO PANCREAS BODY
+1572 MAL NEO PANCREAS TAIL
+1573 MAL NEO PANCREATIC DUCT
+1574 MAL NEO ISLET LANGERHANS
+1578 MALIG NEO PANCREAS NEC
+1579 MALIG NEO PANCREAS NOS
+1580 MAL NEO RETROPERITONEUM
+1588 MAL NEO PERITONEUM NEC
+1589 MAL NEO PERITONEUM NOS
+1590 MALIG NEO INTESTINE NOS
+1591 MALIGNANT NEO SPLEEN NEC
+1598 MAL NEO GI/INTRA-ABD NEC
+1599 MAL NEO GI TRACT ILL-DEF
+1600 MAL NEO NASAL CAVITIES
+1601 MALIG NEO MIDDLE EAR
+1602 MAL NEO MAXILLARY SINUS
+1603 MAL NEO ETHMOIDAL SINUS
+1604 MALIG NEO FRONTAL SINUS
+1605 MAL NEO SPHENOID SINUS
+1608 MAL NEO ACCESS SINUS NEC
+1609 MAL NEO ACCESS SINUS NOS
+1610 MALIGNANT NEO GLOTTIS
+1611 MALIG NEO SUPRAGLOTTIS
+1612 MALIG NEO SUBGLOTTIS
+1613 MAL NEO CARTILAGE LARYNX
+1618 MALIGNANT NEO LARYNX NEC
+1619 MALIGNANT NEO LARYNX NOS
+1620 MALIGNANT NEO TRACHEA
+1622 MALIG NEO MAIN BRONCHUS
+1623 MAL NEO UPPER LOBE LUNG
+1624 MAL NEO MIDDLE LOBE LUNG
+1625 MAL NEO LOWER LOBE LUNG
+1628 MAL NEO BRONCH/LUNG NEC
+1629 MAL NEO BRONCH/LUNG NOS
+1630 MAL NEO PARIETAL PLEURA
+1631 MAL NEO VISCERAL PLEURA
+1638 MALIG NEOPL PLEURA NEC
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+1640 MALIGNANT NEOPL THYMUS
+1641 MALIGNANT NEOPL HEART
+1642 MAL NEO ANT MEDIASTINUM
+1643 MAL NEO POST MEDIASTINUM
+1648 MAL NEO MEDIASTINUM NEC
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+1650 MAL NEO UPPER RESP NOS
+1658 MAL NEO THORAX/RESP NEC
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+1700 MAL NEO SKULL/FACE BONE
+1701 MALIGNANT NEO MANDIBLE
+1702 MALIG NEO VERTEBRAE
+1703 MAL NEO RIBS/STERN/CLAV
+1704 MAL NEO LONG BONES ARM
+1705 MAL NEO BONES WRIST/HAND
+1706 MAL NEO PELVIC GIRDLE
+1707 MAL NEO LONG BONES LEG
+1708 MAL NEO BONES ANKLE/FOOT
+1709 MALIG NEOPL BONE NOS
+1710 MAL NEO SOFT TISSUE HEAD
+1712 MAL NEO SOFT TISSUE ARM
+1713 MAL NEO SOFT TISSUE LEG
+1714 MAL NEO SOFT TIS THORAX
+1715 MAL NEO SOFT TIS ABDOMEN
+1716 MAL NEO SOFT TIS PELVIS
+1717 MAL NEOPL TRUNK NOS
+1718 MAL NEO SOFT TISSUE NEC
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+1722 MALIG MELANOMA EAR
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+1724 MAL MELANOMA SCALP/NECK
+1725 MALIG MELANOMA TRUNK
+1726 MALIG MELANOMA ARM
+1727 MALIG MELANOMA LEG
+1728 MALIG MELANOMA SKIN NEC
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+1730 MALIG NEO SKIN LIP
+1731 MALIG NEO SKIN EYELID
+1732 MALIG NEO SKIN EAR
+1733 MAL NEO SKIN FACE NEC
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+1735 MALIG NEO SKIN TRUNK
+1736 MALIG NEO SKIN ARM
+1737 MALIG NEO SKIN LEG
+1738 MALIG NEO SKIN NEC
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+1740 MALIG NEO NIPPLE
+1741 MAL NEO BREAST-CENTRAL
+1742 MAL NEO BREAST UP-INNER
+1743 MAL NEO BREAST LOW-INNER
+1744 MAL NEO BREAST UP-OUTER
+1745 MAL NEO BREAST LOW-OUTER
+1746 MAL NEO BREAST-AXILLARY
+1748 MALIGN NEOPL BREAST NEC
+1749 MALIGN NEOPL BREAST NOS
+1750 MAL NEO MALE NIPPLE
+1759 MAL NEO MALE BREAST NEC
+1760 SKIN - KAPOSI'S SARCOMA
+1761 SFT TISUE - KPSI'S SRCMA
+1762 PALATE - KPSI'S SARCOMA
+1763 GI SITES - KPSI'S SRCOMA
+1764 LUNG - KAPOSI'S SARCOMA
+1765 LYM NDS - KPSI'S SARCOMA
+1768 SPF STS - KPSI'S SARCOMA
+1769 KAPOSI'S SARCOMA NOS
+179 MALIG NEOPL UTERUS NOS
+1800 MALIG NEO ENDOCERVIX
+1801 MALIG NEO EXOCERVIX
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+181 MALIGNANT NEOPL PLACENTA
+1820 MALIG NEO CORPUS UTERI
+1821 MAL NEO UTERINE ISTHMUS
+1828 MAL NEO BODY UTERUS NEC
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+1833 MAL NEO BROAD LIGAMENT
+1834 MALIG NEO PARAMETRIUM
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+1841 MAL NEO LABIA MAJORA
+1842 MAL NEO LABIA MINORA
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+1844 MALIGN NEOPL VULVA NOS
+1848 MAL NEO FEMALE GENIT NEC
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+185 MALIGN NEOPL PROSTATE
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+1869 MALIG NEO TESTIS NEC
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+1872 MALIG NEO GLANS PENIS
+1873 MALIG NEO PENIS BODY
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+1875 MALIG NEO EPIDIDYMIS
+1876 MAL NEO SPERMATIC CORD
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+1880 MAL NEO BLADDER-TRIGONE
+1881 MAL NEO BLADDER-DOME
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+1883 MAL NEO BLADDER-ANTERIOR
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+1886 MAL NEO URETERIC ORIFICE
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+1907 MAL NEO LACRIMAL DUCT
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+1911 MALIG NEO FRONTAL LOBE
+1912 MAL NEO TEMPORAL LOBE
+1913 MAL NEO PARIETAL LOBE
+1914 MAL NEO OCCIPITAL LOBE
+1915 MAL NEO CEREB VENTRICLE
+1916 MAL NEO CEREBELLUM NOS
+1917 MAL NEO BRAIN STEM
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+1919 MALIG NEO BRAIN NOS
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+1921 MAL NEO CEREBRAL MENING
+1922 MAL NEO SPINAL CORD
+1923 MAL NEO SPINAL MENINGES
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+1940 MALIGN NEOPL ADRENAL
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+1943 MALIG NEO PITUITARY
+1944 MALIGN NEO PINEAL GLAND
+1945 MAL NEO CAROTID BODY
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+1962 MAL NEO LYMPH INTRA-ABD
+1963 MAL NEO LYMPH-AXILLA/ARM
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+19881 SECOND MALIG NEO BREAST
+19882 SECOND MALIG NEO GENITAL
+19889 SECONDARY MALIG NEO NEC
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+20000 RETCLSRC UNSP XTRNDL ORG
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+20080 OTH VARN UNSP XTRNDL ORG
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+20100 HDGK PRG UNSP XTRNDL ORG
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+20881 OTH LEUK UNS CL W RMSON
+20890 LEUKEMIA NOS W/O REMSION
+20891 LEUKEMIA NOS W REMISSION
+2100 BENIGN NEOPLASM LIP
+2101 BENIGN NEOPLASM TONGUE
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+2110 BENIGN NEO ESOPHAGUS
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+2115 BEN NEO LIVER/BILE DUCTS
+2116 BENIGN NEOPLASM PANCREAS
+2117 BEN NEO ISLETS LANGERHAN
+2118 BEN NEO PERITONEUM
+2119 BEN NEO GI TRACT NEC/NOS
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+2121 BENIGN NEO LARYNX
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+2123 BENIGN NEO BRONCHUS/LUNG
+2124 BENIGN NEOPLASM PLEURA
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+2126 BENIGN NEOPLASM THYMUS
+2127 BENIGN NEOPLASM HEART
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+25512 CONN'S SYNDROME
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+33119 FRONTOTEMP DEMENTIA NEC
+3312 SENILE DEGENERAT BRAIN
+3313 COMMUNICAT HYDROCEPHALUS
+3314 OBSTRUCTIV HYDROCEPHALUS
+3317 CEREB DEGEN IN OTH DIS
+33181 REYE'S SYNDROME
+33182 DEMENTIA W LEWY BODIES
+33189 CEREB DEGENERATION NEC
+3319 CEREB DEGENERATION NOS
+3320 PARALYSIS AGITANS
+3321 SECONDARY PARKINSONISM
+3330 DEGEN BASAL GANGLIA NEC
+3331 TREMOR NEC
+3332 MYOCLONUS
+3333 TICS OF ORGANIC ORIGIN
+3334 HUNTINGTON'S CHOREA
+3335 CHOREA NEC
+3336 IDIOPAT TORSION DYSTONIA
+3337 SYMPTOM TORSION DYSTONIA
+33381 BLEPHAROSPASM
+33382 OROFACIAL DYSKINESIA
+33383 SPASMODIC TORTICOLLIS
+33384 ORGANIC WRITERS' CRAMP
+33389 FRAGM TORSION DYSTON NEC
+33390 EXTRAPYRAMIDAL DIS NOS
+33391 STIFF-MAN SYNDROME
+33392 NEUROLEPTIC MALGNT SYND
+33393 BNIGN SHUDDERING ATTACKS
+33399 EXTRAPYRAMIDAL DIS NEC
+3340 FRIEDREICH'S ATAXIA
+3341 HERED SPASTIC PARAPLEGIA
+3342 PRIMARY CEREBELLAR DEGEN
+3343 CEREBELLAR ATAXIA NEC
+3344 CEREBEL ATAX IN OTH DIS
+3348 SPINOCEREBELLAR DIS NEC
+3349 SPINOCEREBELLAR DIS NOS
+3350 WERDNIG-HOFFMANN DISEASE
+33510 SPINAL MUSCL ATROPHY NOS
+33511 KUGELBERG-WELANDER DIS
+33519 SPINAL MUSCL ATROPHY NEC
+33520 AMYOTROPHIC SCLEROSIS
+33521 PROG MUSCULAR ATROPHY
+33522 PROGRESSIVE BULBAR PALSY
+33523 PSEUDOBULBAR PALSY
+33524 PRIM LATERAL SCLEROSIS
+33529 MOTOR NEURON DISEASE NEC
+3358 ANT HORN CELL DIS NEC
+3359 ANT HORN CELL DIS NOS
+3360 SYRINGOMYELIA
+3361 VASCULAR MYELOPATHIES
+3362 COMB DEG CORD IN OTH DIS
+3363 MYELOPATHY IN OTH DIS
+3368 MYELOPATHY NEC
+3369 SPINAL CORD DISEASE NOS
+3370 IDIOPATH AUTO NEUROPATHY
+3371 AUT NEUROPTHY IN OTH DIS
+33720 UNSP RFLX SYMPTH DYSTRPH
+33721 RFLX SYM DYSTRPH UP LIMB
+33722 RFLX SYM DYSTRPH LWR LMB
+33729 RFLX SYM DYSTRPH OTH ST
+3373 AUTONOMIC DYSREFLEXIA
+3379 AUTONOMIC NERVE DIS NEC
+340 MULTIPLE SCLEROSIS
+3410 NEUROMYELITIS OPTICA
+3411 SCHILDER'S DISEASE
+3418 CNS DEMYELINATION NEC
+3419 CNS DEMYELINATION NOS
+34200 FLCCD HMIPLGA UNSPF SIDE
+34201 FLCCD HMIPLGA DOMNT SIDE
+34202 FLCCD HMIPLG NONDMNT SDE
+34210 SPSTC HMIPLGA UNSPF SIDE
+34211 SPSTC HMIPLGA DOMNT SIDE
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+34280 OT SP HMIPLGA UNSPF SIDE
+34281 OT SP HMIPLGA DOMNT SIDE
+34282 OT SP HMIPLG NONDMNT SDE
+34290 UNSP HEMIPLGA UNSPF SIDE
+34291 UNSP HEMIPLGA DOMNT SIDE
+34292 UNSP HMIPLGA NONDMNT SDE
+3430 CONGENITAL DIPLEGIA
+3431 CONGENITAL HEMIPLEGIA
+3432 CONGENITAL QUADRIPLEGIA
+3433 CONGENITAL MONOPLEGIA
+3434 INFANTILE HEMIPLEGIA
+3438 CEREBRAL PALSY NEC
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+34400 QUADRIPLEGIA, UNSPECIFD
+34401 QUADRPLG C1-C4, COMPLETE
+34402 QUADRPLG C1-C4, INCOMPLT
+34403 QUADRPLG C5-C7, COMPLETE
+34404 QUADRPLG C5-C7, INCOMPLT
+34409 OTHER QUADRIPLEGIA
+3441 PARAPLEGIA NOS
+3442 DIPLEGIA OF UPPER LIMBS
+34430 MONPLGA LWR LMB UNSP SDE
+34431 MONPLGA LWR LMB DMNT SDE
+34432 MNPLG LWR LMB NONDMNT SD
+34440 MONPLGA UPR LMB UNSP SDE
+34441 MONPLGA UPR LMB DMNT SDE
+34442 MNPLG UPR LMB NONDMNT SD
+3445 MONOPLEGIA NOS
+34460 CAUDA EQUINA SYND NOS
+34461 NEUROGENIC BLADDER
+34481 LOCKED-IN STATE
+34489 OTH SPCF PARALYTIC SYND
+3449 PARALYSIS NOS
+34500 GEN NONCV EP W/O INTR EP
+34501 GEN NONCONV EP W INTR EP
+34510 GEN CNV EPIL W/O INTR EP
+34511 GEN CNV EPIL W INTR EPIL
+3452 PETIT MAL STATUS
+3453 GRAND MAL STATUS
+34540 PSYMOTR EPIL W/O INT EPI
+34541 PSYMOTR EPIL W INTR EPIL
+34550 PART EPIL W/O INTR EPIL
+34551 PART EPIL W INTR EPIL
+34560 INF SPASM W/O INTR EPIL
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+34570 EPIL PAR CONT W/O INT EP
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+34580 EPILEP NEC W/O INTR EPIL
+34581 EPILEPSY NEC W INTR EPIL
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+34600 CLSC MIGRNE WO NTRC MGRN
+34601 CLSC MGRN W NTRC MGR STD
+34610 COMN MIGRNE WO NTRC MGRN
+34611 COMN MGRN W NTRC MGR STD
+34620 VRNT MIGRNE WO NTRC MGRN
+34621 VRNT MGRN W NTRC MGR STD
+34680 OTHR MIGRNE WO NTRC MGRN
+34681 OTHR MGRN W NTRC MGR STD
+34690 MIGRNE UNSP WO NTRC MGRN
+34691 MGRN UNSP W NTRC MGR STD
+34700 NARCOLEPSY W/O CATAPLEXY
+34701 NARCOLEPSY W CATAPLEXY
+34710 NARCLPSY W/O CAT OTH DIS
+34711 NARCOLEPSY W CAT OTH DIS
+3480 CEREBRAL CYSTS
+3481 ANOXIC BRAIN DAMAGE
+3482 PSEUDOTUMOR CEREBRI
+34830 ENCEPHALOPATHY NOS
+34831 METABOLIC ENCEPHALOPATHY
+34839 ENCEPHALOPATHY NEC
+3484 COMPRESSION OF BRAIN
+3485 CEREBRAL EDEMA
+3488 BRAIN CONDITIONS NEC
+3489 BRAIN CONDITION NOS
+3490 LUMBAR PUNCTURE REACTION
+3491 COMPLICATION CNS DEVICE
+3492 DISORDER OF MENINGES NEC
+34981 CEREBROSPINAL RHINORRHEA
+34982 TOXIC ENCEPHALOPATHY
+34989 CNS DISORDER NEC
+3499 CNS DISORDER NOS
+3501 TRIGEMINAL NEURALGIA
+3502 ATYPICAL FACE PAIN
+3508 TRIGEMINAL NERVE DIS NEC
+3509 TRIGEMINAL NERVE DIS NOS
+3510 BELL'S PALSY
+3511 GENICULATE GANGLIONITIS
+3518 FACIAL NERVE DIS NEC
+3519 FACIAL NERVE DIS NOS
+3520 OLFACTORY NERVE DISORDER
+3521 GLOSSOPHARYNG NEURALGIA
+3522 GLOSSOPHAR NERVE DIS NEC
+3523 PNEUMOGASTRIC NERVE DIS
+3524 ACCESSORY NERVE DISORDER
+3525 HYPOGLOSSAL NERVE DIS
+3526 MULT CRANIAL NERVE PALSY
+3529 CRANIAL NERVE DIS NOS
+3530 BRACHIAL PLEXUS LESIONS
+3531 LUMBOSACRAL PLEX LESION
+3532 CERVICAL ROOT LESION NEC
+3533 THORACIC ROOT LESION NEC
+3534 LUMBSACRAL ROOT LES NEC
+3535 NEURALGIC AMYOTROPHY
+3536 PHANTOM LIMB (SYNDROME)
+3538 NERV ROOT/PLEXUS DIS NEC
+3539 NERV ROOT/PLEXUS DIS NOS
+3540 CARPAL TUNNEL SYNDROME
+3541 MEDIAN NERVE LESION NEC
+3542 ULNAR NERVE LESION
+3543 RADIAL NERVE LESION
+3544 CAUSALGIA UPPER LIMB
+3545 MONONEURITIS MULTIPLEX
+3548 MONONEURITIS ARM NEC
+3549 MONONEURITIS ARM NOS
+3550 SCIATIC NERVE LESION
+3551 MERALGIA PARESTHETICA
+3552 FEMORAL NERVE LESION NEC
+3553 LAT POPLITEAL NERVE LES
+3554 MED POPLITEAL NERVE LES
+3555 TARSAL TUNNEL SYNDROME
+3556 PLANTAR NERVE LESION
+35571 CAUSALGIA LOWER LIMB
+35579 OTH MONONEUR LOWER LIMB
+3558 MONONEURITIS LEG NOS
+3559 MONONEURITIS NOS
+3560 HERED PERIPH NEUROPATHY
+3561 PERONEAL MUSCLE ATROPHY
+3562 HERED SENSORY NEUROPATHY
+3563 REFSUM'S DISEASE
+3564 IDIO PROG POLYNEUROPATHY
+3568 IDIO PERIPH NEURPTHY NEC
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+3570 AC INFECT POLYNEURITIS
+3571 NEURPTHY IN COL VASC DIS
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+3575 ALCOHOLIC POLYNEUROPATHY
+3576 NEUROPATHY DUE TO DRUGS
+3577 NEURPTHY TOXIC AGENT NEC
+35781 CHR INFLAM POLYNEURITIS
+35782 CRIT ILLNESS NEUROPATHY
+35789 INFLAM/TOX NEUROPTHY NEC
+3579 INFLAM/TOX NEUROPTHY NOS
+35800 MYSTHNA GRVS W/O AC EXAC
+35801 MYASTHNA GRAVS W AC EXAC
+3581 MYASTHENIA IN OTH DIS
+3582 TOXIC MYONEURAL DISORDER
+3588 MYONEURAL DISORDERS NEC
+3589 MYONEURAL DISORDERS NOS
+3590 CONG HERED MUSC DYSTRPHY
+3591 HERED PROG MUSC DYSTRPHY
+3592 MYOTONIC DISORDERS
+3593 FAMIL PERIODIC PARALYSIS
+3594 TOXIC MYOPATHY
+3595 MYOPATHY IN ENDOCRIN DIS
+3596 INFL MYOPATHY IN OTH DIS
+35981 CRITICAL ILLNESS MYOPTHY
+35989 MYOPATHIES NEC
+3599 MYOPATHY NOS
+36000 PURULENT ENDOPHTHALM NOS
+36001 ACUTE ENDOPHTHALMITIS
+36002 PANOPHTHALMITIS
+36003 CHRONIC ENDOPHTHALMITIS
+36004 VITREOUS ABSCESS
+36011 SYMPATHETIC UVEITIS
+36012 PANUVEITIS
+36013 PARASITIC ENDOPHTHAL NOS
+36014 OPHTHALMIA NODOSA
+36019 ENDOPHTHALMITIS NEC
+36020 DEGENERAT GLOBE DIS NOS
+36021 PROGRESSIVE HIGH MYOPIA
+36023 SIDEROSIS
+36024 OTHER METALLOSIS, EYE
+36029 DEGENERATIVE GLOBE NEC
+36030 HYPOTONY NOS, EYE
+36031 PRIMARY HYPOTONY
+36032 HYPOTONY DUE TO FISTULA
+36033 HYPOTONY W EYE DIS NEC
+36034 FLAT ANTERIOR CHAMBER
+36040 DEGENERATION OF EYE NOS
+36041 BLIND HYPOTENSIVE EYE
+36042 BLIND HYPERTENSIVE EYE
+36043 HEMOPHTHALMOS
+36044 LEUCOCORIA
+36050 OLD MAGNET FB, EYE NOS
+36051 OLD MAGNET FB, ANT CHAMB
+36052 OLD MAGNET FB, IRIS
+36053 OLD MAGNET FB, LENS
+36054 OLD MAGNET FB, VITREOUS
+36055 OLD MAGNET FB, POST WALL
+36059 OLD MAGNET FB, EYE NEC
+36060 INTRAOCULAR FB NOS
+36061 FB IN ANTERIOR CHAMBER
+36062 FB IN IRIS OR CILIARY
+36063 FOREIGN BODY IN LENS
+36064 FOREIGN BODY IN VITREOUS
+36065 FB IN POSTERIOR WALL
+36069 INTRAOCULAR FB NEC
+36081 LUXATION OF GLOBE
+36089 DISORDER OF GLOBE NEC
+3609 DISORDER OF GLOBE NOS
+36100 DETACHMNT W DEFECT NOS
+36101 PART DETACH-SINGL DEFEC
+36102 PART DETACH-MULT DEFECT
+36103 PART DETACH-GIANT TEAR
+36104 PART DETACH-DIALYSIS
+36105 RECENT DETACHMENT, TOTAL
+36106 OLD DETACHMENT, PARTIAL
+36107 OLD DETACHMENT, TOTAL
+36110 RETINOSCHISIS NOS
+36111 FLAT RETINOSCHISIS
+36112 BULLOUS RETINOSCHISIS
+36113 PRIMARY RETINAL CYSTS
+36114 SECONDARY RETINAL CYSTS
+36119 RETINOSHISIS OR CYST NEC
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+36130 RETINAL DEFECT NOS
+36131 ROUND HOLE OF RETINA
+36132 HORSESHOE TEAR OF RETINA
+36133 MULT DEFECTS OF RETINA
+36181 RETINAL TRACTION DETACH
+36189 RETINAL DETACHMENT NEC
+3619 RETINAL DETACHMENT NOS
+36201 DIABETIC RETINOPATHY NOS
+36202 PROLIF DIAB RETINOPATHY
+36203 NONPROLF DB RETNOPH NOS
+36204 MILD NONPROLF DB RETNOPH
+36205 MOD NONPROLF DB RETINOPH
+36206 SEV NONPROLF DB RETINOPH
+36207 DIABETIC MACULAR EDEMA
+36210 BACKGRND RETINOPATHY NOS
+36211 HYPERTENSIVE RETINOPATHY
+36212 EXUDATIVE RETINOPATHY
+36213 RETINAL VASCULAR CHANGES
+36214 RETINA MICROANEURYSM NOS
+36215 RETINAL TELANGIECTASIA
+36216 RETINAL NEOVASCULAR NOS
+36217 RETINAL VARICES
+36218 RETINAL VASCULITIS
+36221 RETROLENTAL FIBROPLASIA
+36229 PROLIF RETINOPATHY NEC
+36230 RETINAL VASC OCCLUS NOS
+36231 CENT RETINA ARTERY OCCLU
+36232 ARTERIAL BRANCH OCCLUS
+36233 PART ARTERIAL OCCLUSION
+36234 TRANSIENT ARTERIAL OCCLU
+36235 CENT RETINAL VEIN OCCLUS
+36236 VENOUS TRIBUTARY OCCLUS
+36237 RETINA VENOUS ENGORGEMNT
+36240 RETINA LAYER SEPARAT NOS
+36241 CENT SEROUS RETINOPATHY
+36242 SEROUS DETACH PIGM EPITH
+36243 HEM DETACH PIGMNT EPITH
+36250 MACULAR DEGENERATION NOS
+36251 NONEXUDAT MACULAR DEGEN
+36252 EXUDATIVE MACULAR DEGEN
+36253 CYSTOID MACULAR DEGEN
+36254 MACULAR CYST OR HOLE
+36255 TOXIC MACULOPATHY
+36256 MACULAR PUCKERING
+36257 DRUSEN (DEGENERATIVE)
+36260 PERIPH RETINA DEGEN NOS
+36261 PAVING STONE DEGENERAT
+36262 MICROCYSTOID DEGENERAT
+36263 LATTICE DEGENERATION
+36264 SENILE RETICULAR DEGEN
+36265 SECONDRY PIGMENT DEGEN
+36266 SEC VITREORETINA DEGEN
+36270 HERED RETIN DYSTRPHY NOS
+36271 RET DYSTRPH IN LIPIDOSES
+36272 RET DYSTRPH IN SYST DIS
+36273 VITREORETINAL DYSTROPHY
+36274 PIGMENT RETINA DYSTROPHY
+36275 SENSORY RETINA DYSTROPHY
+36276 VITELLIFORM DYSTROPHY
+36277 BRUCH MEMBRANE DYSTROPHY
+36281 RETINAL HEMORRHAGE
+36282 RETINA EXUDATES/DEPOSITS
+36283 RETINAL EDEMA
+36284 RETINAL ISCHEMIA
+36285 RETINAL NERV FIBER DEFEC
+36289 RETINAL DISORDERS NEC
+3629 RETINAL DISORDER NOS
+36300 FOCAL CHORIORETINIT NOS
+36301 JUXTAPAP FOC CHOROIDITIS
+36303 FOC CHOROIDITIS POST NEC
+36304 PERIPH FOCAL CHOROIDITIS
+36305 JUXTAPAP FOCAL RETINITIS
+36306 MACULAR FOCAL RETINITIS
+36307 FOC RETINITIS POST NEC
+36308 PERIPH FOCAL RETINITIS
+36310 DISSEM CHORIORETINIT NOS
+36311 DISSEM CHOROIDITIS, POST
+36312 PERIPH DISEM CHOROIDITIS
+36313 GEN DISSEM CHOROIDITIS
+36314 METASTAT DISSEM RETINIT
+36315 PIGMENT EPITHELIOPATHY
+36320 CHORIORETINITIS NOS
+36321 PARS PLANITIS
+36322 HARADA'S DISEASE
+36330 CHORIORETINAL SCAR NOS
+36331 SOLAR RETINOPATHY
+36332 MACULAR SCARS NEC
+36333 POSTERIOR POLE SCAR NEC
+36334 PERIPHERAL RETINAL SCARS
+36335 DISSEMINATED RETINA SCAR
+36340 CHOROIDAL DEGEN NOS
+36341 SENILE ATROPHY, CHOROID
+36342 DIFUS SEC ATROPH CHOROID
+36343 ANGIOID STREAKS, CHOROID
+36350 HERED CHOROID ATROPH NOS
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+36352 TOT CIRCMPAP CHOROID DYS
+36353 PART CENT CHOROID DYSTR
+36354 TOT CENT CHOROID ATROPHY
+36355 CHOROIDEREMIA
+36356 PRT GEN CHOROID DYST NEC
+36357 TOT GEN CHOROID DYST NEC
+36361 CHOROIDAL HEMORRHAGE NOS
+36362 EXPULSIVE CHOROID HEMORR
+36363 CHOROIDAL RUPTURE
+36370 CHOROIDAL DETACHMENT NOS
+36371 SEROUS CHOROID DETACHMNT
+36372 HEMORR CHOROID DETACHMNT
+3638 DISORDERS OF CHOROID NEC
+3639 CHOROIDAL DISORDER NOS
+36400 ACUTE IRIDOCYCLITIS NOS
+36401 PRIMARY IRIDOCYCLITIS
+36402 RECURRENT IRIDOCYCLITIS
+36403 SECONDRY IRITIS, INFECT
+36404 SECOND IRITIS, NONINFEC
+36405 HYPOPYON
+36410 CHR IRIDOCYCLITIS NOS
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+36421 FUCH HETROCHROM CYCLITIS
+36422 GLAUCOMATOCYCLIT CRISES
+36423 LENS-INDUCED IRIDOCYCLIT
+36424 VOGT-KOYANAGI SYNDROME
+3643 IRIDOCYCLITIS NOS
+36441 HYPHEMA
+36442 RUBEOSIS IRIDIS
+36451 PROGRESSIVE IRIS ATROPHY
+36452 IRIDOSCHISIS
+36453 PIGMENT IRIS DEGENERAT
+36454 PUPILLARY MARGIN DEGEN
+36455 MIOTIC CYST PUPIL MARGIN
+36456 DEGEN CHAMBER ANGLE
+36457 DEGEN CILIARY BODY
+36459 IRIS ATROPHY NEC
+36460 IDIOPATHIC CYSTS
+36461 IMPLANTATION CYSTS
+36462 EXUD CYST IRIS/ANT CHAMB
+36463 PRIMARY CYST PARS PLANA
+36464 EXUDAT CYST PARS PLANA
+36470 ADHESIONS OF IRIS NOS
+36471 POSTERIOR SYNECHIAE
+36472 ANTERIOR SYNECHIAE
+36473 GONIOSYNECHIAE
+36474 PUPILLARY MEMBRANES
+36475 PUPILLARY ABNORMALITIES
+36476 IRIDODIALYSIS
+36477 RECESSION, CHAMBER ANGLE
+3648 IRIS/CILIARY DIS NEC
+3649 IRIS/CILIARY DIS NOS
+36500 PREGLAUCOMA NOS
+36501 OPN ANGL W BORDERLN FIND
+36502 ANATOMICAL NARROW ANGLE
+36503 STEROID RESPONDERS
+36504 OCULAR HYPERTENSION
+36510 OPEN-ANGLE GLAUCOMA NOS
+36511 PRIM OPEN ANGLE GLAUCOMA
+36512 LOW TENSION GLAUCOMA
+36513 PIGMENTARY GLAUCOMA
+36514 GLAUCOMA OF CHILDHOOD
+36515 RESIDUAL OPN ANG GLAUCMA
+36520 PRIM ANGL-CLOS GLAUC NOS
+36521 INTERMIT ANGL-CLOS GLAUC
+36522 ACUTE ANGL-CLOS GLAUCOMA
+36523 CHR ANGLE-CLOS GLAUCOMA
+36524 RESIDUAL ANGL-CLOS GLAUC
+36531 GLAUC STAGE-STER INDUCED
+36532 GLAUC RESID-STER INDUCED
+36541 GLAUC W CHAMB ANGLE ANOM
+36542 GLAUCOMA W IRIS ANOMALY
+36543 GLAUC W ANT SEG ANOM NEC
+36544 GLAUCOMA W SYSTEMIC SYND
+36551 PHACOLYTIC GLAUCOMA
+36552 PSEUDOEXFOLIAT GLAUCOMA
+36559 GLAUCOMA W LENS DIS NEC
+36560 GLAUC W OCULAR DIS NOS
+36561 GLAUC W PUPILLARY BLOCK
+36562 GLAUCOMA W OCULAR INFLAM
+36563 GLAUCOMA W VASCULAR DIS
+36564 GLAUCOMA W TUMOR OR CYST
+36565 GLAUCOMA W OCULAR TRAUMA
+36581 HYPERSECRETION GLAUCOMA
+36582 GLAUC W INC EPISCL PRESS
+36583 AQUEOUS MISDIRECTION
+36589 GLAUCOMA NEC
+3659 GLAUCOMA NOS
+36600 NONSENILE CATARACT NOS
+36601 ANT SUBCAPS POL CATARACT
+36602 POST SUBCAPS POL CATARCT
+36603 CORTICAL CATARACT
+36604 NUCLEAR CATARACT
+36609 NONSENILE CATARACT NEC
+36610 SENILE CATARACT NOS
+36611 PSEUDOEXFOL LENS CAPSULE
+36612 INCIPIENT CATARACT
+36613 ANT SUBCAPS SENILE CATAR
+36614 POST SUBCAP SENILE CATAR
+36615 CORTICAL SENILE CATARACT
+36616 SENILE NUCLEAR CATARACT
+36617 MATURE CATARACT
+36618 HYPERMATURE CATARACT
+36619 SENILE CATARACT NEC
+36620 TRAUMATIC CATARACT NOS
+36621 LOCAL TRAUMATIC OPACITY
+36622 TOTAL TRAUMATIC CATARACT
+36623 PART RESOLV TRAUM CATAR
+36630 CATARACTA COMPLICATA NOS
+36631 GLAUCOMATOUS FLECKS
+36632 CATARACT IN INFLAM DIS
+36633 CATARACT W NEOVASCULIZAT
+36634 CATARACT IN DEGEN DIS
+36641 DIABETIC CATARACT
+36642 TETANIC CATARACT
+36643 MYOTONIC CATARACT
+36644 CATARACT W SYNDROME NEC
+36645 TOXIC CATARACT
+36646 CATARACT W RADIATION
+36650 AFTER-CATARACT NOS
+36651 SOEMMERING'S RING
+36652 AFTER-CATARACT NEC
+36653 AFTR-CATAR OBSCUR VISION
+3668 CATARACT NEC
+3669 CATARACT NOS
+3670 HYPERMETROPIA
+3671 MYOPIA
+36720 ASTIGMATISM NOS
+36721 REGULAR ASTIGMATISM
+36722 IRREGULAR ASTIGMATISM
+36731 ANISOMETROPIA
+36732 ANISEIKONIA
+3674 PRESBYOPIA
+36751 PARESIS OF ACCOMMODATION
+36752 TOT INTERN OPHTHALMOPLEG
+36753 SPASM OF ACCOMMODATION
+36781 TRANSIENT REFRACT CHANGE
+36789 REFRACTION DISORDER NEC
+3679 REFRACTION DISORDER NOS
+36800 AMBLYOPIA NOS
+36801 STRABISMIC AMBLYOPIA
+36802 DEPRIVATION AMBLYOPIA
+36803 REFRACTIVE AMBLYOPIA
+36810 SUBJ VISUAL DISTURB NOS
+36811 SUDDEN VISUAL LOSS
+36812 TRANSIENT VISUAL LOSS
+36813 VISUAL DISCOMFORT
+36814 DISTORTION OF SHAPE/SIZE
+36815 VISUAL DISTORTIONS NEC
+36816 PSYCHOPHYSIC VISUAL DIST
+3682 DIPLOPIA
+36830 BINOCULAR VISION DIS NOS
+36831 BINOCULAR VIS SUPPRESS
+36832 VISUAL PERCEPT W/O FUSN
+36833 FUSION W DEF STEREOPSIS
+36834 ABN RETINA CORRESPOND
+36840 VISUAL FIELD DEFECT NOS
+36841 CENTRAL SCOTOMA
+36842 SCOTOMA OF BLIND SPOT
+36843 SECTOR OR ARCUATE DEFECT
+36844 VISUAL FIELD DEFECT NEC
+36845 GEN VISUAL CONTRACTION
+36846 HOMONYMOUS HEMIANOPSIA
+36847 HETERONYMOUS HEMIANOPSIA
+36851 PROTAN DEFECT
+36852 DEUTAN DEFECT
+36853 TRITAN DEFECT
+36854 ACHROMATOPSIA
+36855 ACQ COLOR DEFICIENCY
+36859 COLOR DEFICIENCY NEC
+36860 NIGHT BLINDNESS NOS
+36861 CONGEN NIGHT BLINDNESS
+36862 ACQUIRED NIGHT BLINDNESS
+36863 ABN DARK ADAPTAT CURVE
+36869 NIGHT BLINDNESS NEC
+3688 VISUAL DISTURBANCES NEC
+3689 VISUAL DISTURBANCE NOS
+36900 BOTH EYES BLIND-WHO DEF
+36901 TOT IMPAIRMENT-BOTH EYES
+36902 ONE EYE-NEAR TOT/OTH-NOS
+36903 ONE EYE-NEAR TOT/OTH-TOT
+36904 NEAR-TOT IMPAIR-BOTH EYE
+36905 ONE EYE-PROFOUND/OTH-NOS
+36906 ONE EYE-PROFOUND/OTH-TOT
+36907 ONE EYE-PRFND/OTH-NR TOT
+36908 PROFOUND IMPAIR BOTH EYE
+36910 BLINDNESS/LOW VISION
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+37451 XANTHELASMA
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+37557 DACRYOLITH
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+37775 CORTICAL BLINDNESS
+3779 OPTIC NERVE DISORDER NOS
+37800 ESOTROPIA NOS
+37801 MONOCULAR ESOTROPIA
+37802 MONOC ESOTROP W A PATTRN
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+37941 ANISOCORIA
+37942 MIOSIS NOT D/T MIOTICS
+37943 MYDRIASIS NOT D/T MYDRTC
+37945 ARGYLL ROBERTSON PUPIL
+37946 TONIC PUPILLARY REACTION
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+37950 NYSTAGMUS NOS
+37951 CONGENITAL NYSTAGMUS
+37952 LATENT NYSTAGMUS
+37953 VISUAL DEPRIVATN NYSTAGM
+37954 NYSTAGMS W VESTIBULR DIS
+37955 DISSOCIATED NYSTAGMUS
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+37990 EYE DISORDER NOS
+37991 PAIN IN OR AROUND EYE
+37992 SWELLING OR MASS OF EYE
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+38105 AC ALLERGIC MUCOID OM
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+38481 ATROPHIC FLACCID TYMPAN
+38482 ATROPHIC NONFLACCID TYMP
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+38503 TYMPANOSCLER-ALL PARTS
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+38511 ADHESION TYMPANUM-INCUS
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+38524 PARTIAL LOSS EAR OSSICLE
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+38650 LABYRINTHINE DYSFUNC NOS
+38651 HYPRACT LABYRINTH UNILAT
+38652 HYPERACT LABYRINTH BILAT
+38653 HYPOACT LABYRINTH UNILAT
+38654 HYPOACT LABYRINTH BILAT
+38655 LOSS LABYRN REACT UNILAT
+38656 LOSS LABYRIN REACT BILAT
+38658 LABYRINTHINE DYSFUNC NEC
+3868 DISORDERS LABYRINTH NEC
+3869 VERTIGINOUS SYND NOS
+3870 OTOSCLER-OVAL WND NONOBL
+3871 OTOSCLER-OVAL WNDW OBLIT
+3872 COCHLEAR OTOSCLEROSIS
+3878 OTOSCLEROSIS NEC
+3879 OTOSCLEROSIS NOS
+38800 DEGEN/VASCUL DIS EAR NOS
+38801 PRESBYACUSIS
+38802 TRANS ISCHEMIC DEAFNESS
+38810 NOISE EFFECT-EAR/NOS
+38811 ACOUSTIC TRAUMA
+38812 HEARING LOSS D/T NOISE
+3882 SUDDEN HEARING LOSS NOS
+38830 TINNITUS NOS
+38831 SUBJECTIVE TINNITUS
+38832 OBJECTIVE TINNITUS
+38840 ABN AUDITORY PERCEPT NOS
+38841 DIPLACUSIS
+38842 HYPERACUSIS
+38843 IMPAIRM AUDITORY DISCRIM
+38844 AUDITORY RECRUITMENT
+3885 ACOUSTIC NERVE DISORDERS
+38860 OTORRHEA NOS
+38861 CEREBROSP FLUID OTORRHEA
+38869 OTORRHEA NEC
+38870 OTALGIA NOS
+38871 OTOGENIC PAIN
+38872 REFERRED PAIN OF EAR
+3888 DISORDERS OF EAR NEC
+3889 DISORDER OF EAR NOS
+38900 CONDUCT HEARING LOSS NOS
+38901 CONDUC HEAR LOSS EXT EAR
+38902 CONDUCT HEAR LOSS TYMPAN
+38903 CONDUC HEAR LOSS MID EAR
+38904 COND HEAR LOSS INNER EAR
+38908 COND HEAR LOSS COMB TYPE
+38910 SENSORNEUR HEAR LOSS NOS
+38911 SENSORY HEARING LOSS
+38912 NEURAL HEARING LOSS
+38914 CENTRAL HEARING LOSS
+38918 SENSORNEUR LOSS COMB TYP
+3892 MIXED HEARING LOSS
+3897 DEAF MUTISM NEC
+3898 HEARING LOSS NEC
+3899 HEARING LOSS NOS
+390 RHEUM FEV W/O HRT INVOLV
+3910 ACUTE RHEUMATIC PERICARD
+3911 ACUTE RHEUMATIC ENDOCARD
+3912 AC RHEUMATIC MYOCARDITIS
+3918 AC RHEUMAT HRT DIS NEC
+3919 AC RHEUMAT HRT DIS NOS
+3920 RHEUM CHOREA W HRT INVOL
+3929 RHEUMATIC CHOREA NOS
+393 CHR RHEUMATIC PERICARD
+3940 MITRAL STENOSIS
+3941 RHEUMATIC MITRAL INSUFF
+3942 MITRAL STENOSIS W INSUFF
+3949 MITRAL VALVE DIS NEC/NOS
+3950 RHEUMAT AORTIC STENOSIS
+3951 RHEUMATIC AORTIC INSUFF
+3952 RHEUM AORTIC STEN/INSUFF
+3959 RHEUM AORTIC DIS NEC/NOS
+3960 MITRAL/AORTIC STENOSIS
+3961 MITRAL STENOS/AORT INSUF
+3962 MITRAL INSUF/AORT STENOS
+3963 MITRAL/AORTIC VAL INSUFF
+3968 MITR/AORTIC MULT INVOLV
+3969 MITRAL/AORTIC V DIS NOS
+3970 TRICUSPID VALVE DISEASE
+3971 RHEUM PULMON VALVE DIS
+3979 RHEUM ENDOCARDITIS NOS
+3980 RHEUMATIC MYOCARDITIS
+39890 RHEUMATIC HEART DIS NOS
+39891 RHEUMATIC HEART FAILURE
+39899 RHEUMATIC HEART DIS NEC
+4010 MALIGNANT HYPERTENSION
+4011 BENIGN HYPERTENSION
+4019 HYPERTENSION NOS
+40200 MAL HYP HT DIS W/O HF
+40201 MAL HYPERT HRT DIS W HF
+40210 BENIGN HYP HT DIS W/O HF
+40211 BENIGN HYP HT DIS W HF
+40290 HYP HRT DIS NOS W/O HF
+40291 HYP HT DIS NOS W HT FAIL
+40300 MAL HYP KIDNY W/O CR KID
+40301 MAL HYP KIDNEY W CHR KID
+40310 BEN HYP KID W/O CHR KID
+40311 BEN HYP KIDNEY W CHR KID
+40390 HYP KIDNY NOS W/O CR KID
+40391 HYP KIDNEY NOS W CHR KID
+40400 MAL HY HT/KID W/O HF/KID
+40401 MAL HYP HRT/KIDNEY W HF
+40402 MAL HY HRT/KID W CHR KID
+40403 MAL HYP HRT/KID W HF/KID
+40410 BEN HY HT/KID W/O HF/KID
+40411 BEN HYP HRT/KID W HF
+40412 BEN HYP HT/KID W CHR KID
+40413 BEN HYP HT/KID W HF/KID
+40490 HY HT/KID NOS W/O HF/KID
+40491 HYP HRT/KID NOS W HF
+40492 HYP HT/KID NOS W CHR KID
+40493 HYP HRT/KID NOS W HF/KID
+40501 MAL RENOVASC HYPERTENS
+40509 MAL SECOND HYPERTEN NEC
+40511 BENIGN RENOVASC HYPERTEN
+40519 BENIGN SECOND HYPERT NEC
+40591 RENOVASC HYPERTENSION
+40599 SECOND HYPERTENSION NEC
+41000 AMI ANTEROLATERAL,UNSPEC
+41001 AMI ANTEROLATERAL, INIT
+41002 AMI ANTEROLATERAL,SUBSEQ
+41010 AMI ANTERIOR WALL,UNSPEC
+41011 AMI ANTERIOR WALL, INIT
+41012 AMI ANTERIOR WALL,SUBSEQ
+41020 AMI INFEROLATERAL,UNSPEC
+41021 AMI INFEROLATERAL, INIT
+41022 AMI INFEROLATERAL,SUBSEQ
+41030 AMI INFEROPOST, UNSPEC
+41031 AMI INFEROPOST, INITIAL
+41032 AMI INFEROPOST, SUBSEQ
+41040 AMI INFERIOR WALL,UNSPEC
+41041 AMI INFERIOR WALL, INIT
+41042 AMI INFERIOR WALL,SUBSEQ
+41050 AMI LATERAL NEC, UNSPEC
+41051 AMI LATERAL NEC, INITIAL
+41052 AMI LATERAL NEC, SUBSEQ
+41060 TRUE POST INFARCT,UNSPEC
+41061 TRUE POST INFARCT, INIT
+41062 TRUE POST INFARCT,SUBSEQ
+41070 SUBENDO INFARCT, UNSPEC
+41071 SUBENDO INFARCT, INITIAL
+41072 SUBENDO INFARCT, SUBSEQ
+41080 AMI NEC, UNSPECIFIED
+41081 AMI NEC, INITIAL
+41082 AMI NEC, SUBSEQUENT
+41090 AMI NOS, UNSPECIFIED
+41091 AMI NOS, INITIAL
+41092 AMI NOS, SUBSEQUENT
+4110 POST MI SYNDROME
+4111 INTERMED CORONARY SYND
+41181 ACUTE COR OCCLSN W/O MI
+41189 AC ISCHEMIC HRT DIS NEC
+412 OLD MYOCARDIAL INFARCT
+4130 ANGINA DECUBITUS
+4131 PRINZMETAL ANGINA
+4139 ANGINA PECTORIS NEC/NOS
+41400 COR ATH UNSP VSL NTV/GFT
+41401 CRNRY ATHRSCL NATVE VSSL
+41402 CRN ATH ATLG VN BPS GRFT
+41403 CRN ATH NONATLG BLG GRFT
+41404 COR ATH ARTRY BYPAS GRFT
+41405 COR ATH BYPASS GRAFT NOS
+41406 COR ATH NATV ART TP HRT
+41407 COR ATH BPS GRAFT TP HRT
+41410 ANEURYSM OF HEART
+41411 ANEURYSM CORONARY VESSEL
+41412 DISSECTION COR ARTERY
+41419 ANEURYSM OF HEART NEC
+4148 CHR ISCHEMIC HRT DIS NEC
+4149 CHR ISCHEMIC HRT DIS NOS
+4150 ACUTE COR PULMONALE
+41511 IATROGEN PULM EMB/INFARC
+41519 PULM EMBOL/INFARCT NEC
+4160 PRIM PULM HYPERTENSION
+4161 KYPHOSCOLIOTIC HEART DIS
+4168 CHR PULMON HEART DIS NEC
+4169 CHR PULMON HEART DIS NOS
+4170 ARTERIOVEN FISTU PUL VES
+4171 PULMON ARTERY ANEURYSM
+4178 PULMON CIRCULAT DIS NEC
+4179 PULMON CIRCULAT DIS NOS
+4200 AC PERICARDIT IN OTH DIS
+42090 ACUTE PERICARDITIS NOS
+42091 AC IDIOPATH PERICARDITIS
+42099 ACUTE PERICARDITIS NEC
+4210 AC/SUBAC BACT ENDOCARD
+4211 AC ENDOCARDIT IN OTH DIS
+4219 AC/SUBAC ENDOCARDIT NOS
+4220 AC MYOCARDIT IN OTH DIS
+42290 ACUTE MYOCARDITIS NOS
+42291 IDIOPATHIC MYOCARDITIS
+42292 SEPTIC MYOCARDITIS
+42293 TOXIC MYOCARDITIS
+42299 ACUTE MYOCARDITIS NEC
+4230 HEMOPERICARDIUM
+4231 ADHESIVE PERICARDITIS
+4232 CONSTRICTIV PERICARDITIS
+4238 PERICARDIAL DISEASE NEC
+4239 PERICARDIAL DISEASE NOS
+4240 MITRAL VALVE DISORDER
+4241 AORTIC VALVE DISORDER
+4242 NONRHEUM TRICUSP VAL DIS
+4243 PULMONARY VALVE DISORDER
+42490 ENDOCARDITIS NOS
+42491 ENDOCARDITIS IN OTH DIS
+42499 ENDOCARDITIS NEC
+4250 ENDOMYOCARDIAL FIBROSIS
+4251 HYPERTR OBSTR CARDIOMYOP
+4252 OBSC AFRIC CARDIOMYOPATH
+4253 ENDOCARD FIBROELASTOSIS
+4254 PRIM CARDIOMYOPATHY NEC
+4255 ALCOHOLIC CARDIOMYOPATHY
+4257 METABOLIC CARDIOMYOPATHY
+4258 CARDIOMYOPATH IN OTH DIS
+4259 SECOND CARDIOMYOPATH NOS
+4260 ATRIOVENT BLOCK COMPLETE
+42610 ATRIOVENT BLOCK NOS
+42611 ATRIOVENT BLOCK-1ST DEGR
+42612 ATRIOVEN BLOCK-MOBITZ II
+42613 AV BLOCK-2ND DEGREE NEC
+4262 LEFT BB HEMIBLOCK
+4263 LEFT BB BLOCK NEC
+4264 RT BUNDLE BRANCH BLOCK
+42650 BUNDLE BRANCH BLOCK NOS
+42651 RT BBB/LFT POST FASC BLK
+42652 RT BBB/LFT ANT FASC BLK
+42653 BILAT BB BLOCK NEC
+42654 TRIFASCICULAR BLOCK
+4266 OTHER HEART BLOCK
+4267 ANOMALOUS AV EXCITATION
+42681 LOWN-GANONG-LEVINE SYND
+42682 LONG QT SYNDROME
+42689 CONDUCTION DISORDER NEC
+4269 CONDUCTION DISORDER NOS
+4270 PAROX ATRIAL TACHYCARDIA
+4271 PAROX VENTRIC TACHYCARD
+4272 PAROX TACHYCARDIA NOS
+42731 ATRIAL FIBRILLATION
+42732 ATRIAL FLUTTER
+42741 VENTRICULAR FIBRILLATION
+42742 VENTRICULAR FLUTTER
+4275 CARDIAC ARREST
+42760 PREMATURE BEATS NOS
+42761 ATRIAL PREMATURE BEATS
+42769 PREMATURE BEATS NEC
+42781 SINOATRIAL NODE DYSFUNCT
+42789 CARDIAC DYSRHYTHMIAS NEC
+4279 CARDIAC DYSRHYTHMIA NOS
+4280 CHF NOS
+4281 LEFT HEART FAILURE
+42820 SYSTOLIC HRT FAILURE NOS
+42821 AC SYSTOLIC HRT FAILURE
+42822 CHR SYSTOLIC HRT FAILURE
+42823 AC ON CHR SYST HRT FAIL
+42830 DIASTOLC HRT FAILURE NOS
+42831 AC DIASTOLIC HRT FAILURE
+42832 CHR DIASTOLIC HRT FAIL
+42833 AC ON CHR DIAST HRT FAIL
+42840 SYST/DIAST HRT FAIL NOS
+42841 AC SYST/DIASTOL HRT FAIL
+42842 CHR SYST/DIASTL HRT FAIL
+42843 AC/CHR SYST/DIA HRT FAIL
+4289 HEART FAILURE NOS
+4290 MYOCARDITIS NOS
+4291 MYOCARDIAL DEGENERATION
+4292 ASCVD
+4293 CARDIOMEGALY
+4294 HRT DIS POSTCARDIAC SURG
+4295 CHORDAE TENDINAE RUPTURE
+4296 PAPILLARY MUSCLE RUPTURE
+42971 ACQ CARDIAC SEPTL DEFECT
+42979 OTHER SEQUELAE OF MI NEC
+42981 PAPILLARY MUSCLE DIS NEC
+42982 HYPERKINETIC HEART DIS
+42989 ILL-DEFINED HRT DIS NEC
+4299 HEART DISEASE NOS
+430 SUBARACHNOID HEMORRHAGE
+431 INTRACEREBRAL HEMORRHAGE
+4320 NONTRAUM EXTRADURAL HEM
+4321 SUBDURAL HEMORRHAGE
+4329 INTRACRANIAL HEMORR NOS
+43300 OCL BSLR ART WO INFRCT
+43301 OCL BSLR ART W INFRCT
+43310 OCL CRTD ART WO INFRCT
+43311 OCL CRTD ART W INFRCT
+43320 OCL VRTB ART WO INFRCT
+43321 OCL VRTB ART W INFRCT
+43330 OCL MLT BI ART WO INFRCT
+43331 OCL MLT BI ART W INFRCT
+43380 OCL SPCF ART WO INFRCT
+43381 OCL SPCF ART W INFRCT
+43390 OCL ART NOS WO INFRCT
+43391 OCL ART NOS W INFRCT
+43400 CRBL THRMBS WO INFRCT
+43401 CRBL THRMBS W INFRCT
+43410 CRBL EMBLSM WO INFRCT
+43411 CRBL EMBLSM W INFRCT
+43490 CRBL ART OC NOS WO INFRC
+43491 CRBL ART OCL NOS W INFRC
+4350 BASILAR ARTERY SYNDROME
+4351 VERTEBRAL ARTERY SYNDROM
+4352 SUBCLAVIAN STEAL SYNDROM
+4353 VERTBROBASLR ARTERY SYND
+4358 TRANS CEREB ISCHEMIA NEC
+4359 TRANS CEREB ISCHEMIA NOS
+436 CVA
+4370 CEREBRAL ATHEROSCLEROSIS
+4371 AC CEREBROVASC INSUF NOS
+4372 HYPERTENS ENCEPHALOPATHY
+4373 NONRUPT CEREBRAL ANEURYM
+4374 CEREBRAL ARTERITIS
+4375 MOYAMOYA DISEASE
+4376 NONPYOGEN THROMBOS SINUS
+4377 TRANSIENT GLOBAL AMNESIA
+4378 CEREBROVASC DISEASE NEC
+4379 CEREBROVASC DISEASE NOS
+4380 LATE EF CV DIS-COGNF DEF
+43810 LATE EF-SPCH/LNG DEF NOS
+43811 LATE EFF CV DIS-APHASIA
+43812 LATE EFF CV DIS-DYSPHSIA
+43819 LATE EF-SPCH/LANG DF NEC
+43820 LATE EF-HEMPLGA SIDE NOS
+43821 LATE EF-HEMPLGA DOM SIDE
+43822 LATE EF-HEMIPLGA NON-DOM
+43830 LATE EF-MPLGA UP LMB NOS
+43831 LATE EF-MPLGA UP LMB DOM
+43832 LT EF-MPLGA UPLMB NONDOM
+43840 LTE EF-MPLGA LOW LMB NOS
+43841 LTE EF-MPLGA LOW LMB DOM
+43842 LT EF-MPLGA LOWLMB NONDM
+43850 LT EF OTH PARAL SIDE NOS
+43851 LT EF OTH PARAL DOM SIDE
+43852 LT EF OTH PARALS NON-DOM
+43853 LT EF OTH PARALS-BILAT
+4386 ALTERATION OF SENSATIONS
+4387 DISTURBANCES OF VISION
+43881 LATE EFF CV DIS-APRAXIA
+43882 LATE EF CV DIS DYSPHAGIA
+43883 FACIAL WEAKNESS
+43884 ATAXIA
+43885 VERTIGO
+43889 LATE EFFECT CV DIS NEC
+4389 LATE EFFECT CV DIS NOS
+4400 AORTIC ATHEROSCLEROSIS
+4401 RENAL ARTERY ATHEROSCLER
+44020 ATHSCL EXTRM NTV ART NOS
+44021 ATH EXT NTV AT W CLAUDCT
+44022 ATH EXT NTV AT W RST PN
+44023 ATH EXT NTV ART ULCRTION
+44024 ATH EXT NTV ART GNGRENE
+44029 ATHRSC EXTRM NTV ART OTH
+44030 ATHSCL EXTRM BPS GFT NOS
+44031 ATH EXT AUTOLOGS BPS GFT
+44032 ATH EXT NONAUTLG BPS GFT
+4408 ATHEROSCLEROSIS NEC
+4409 ATHEROSCLEROSIS NOS
+44100 DSCT OF AORTA UNSP SITE
+44101 DSCT OF THORACIC AORTA
+44102 DSCT OF ABDOMINAL AORTA
+44103 DSCT OF THORACOABD AORTA
+4411 RUPTUR THORACIC ANEURYSM
+4412 THORACIC AORTIC ANEURYSM
+4413 RUPT ABD AORTIC ANEURYSM
+4414 ABDOM AORTIC ANEURYSM
+4415 RUPT AORTIC ANEURYSM NOS
+4416 THORACOABD ANEURYSM RUPT
+4417 THRACABD ANURYSM WO RUPT
+4419 AORTIC ANEURYSM NOS
+4420 UPPER EXTREMITY ANEURYSM
+4421 RENAL ARTERY ANEURYSM
+4422 ILIAC ARTERY ANEURYSM
+4423 LOWER EXTREMITY ANEURYSM
+44281 ANEURYSM OF NECK
+44282 SUBCLAVIAN ANEURYSM
+44283 SPLENIC ARTERY ANEURYSM
+44284 VISCERAL ANEURYSM NEC
+44289 ANEURYSM NEC
+4429 ANEURYSM NOS
+4430 RAYNAUD'S SYNDROME
+4431 THROMBOANGIIT OBLITERANS
+44321 DISSECT CAROTID ARTERY
+44322 DISSECTION ILIAC ARTERY
+44323 DISSECTION RENAL ARTERY
+44324 DISSECT VERTEBRAL ARTERY
+44329 DISSECTION ARTERY NEC
+44381 ANGIOPATHY IN OTHER DIS
+44382 ERYTHROMELALGIA
+44389 PERIPH VASCULAR DIS NEC
+4439 PERIPH VASCULAR DIS NOS
+4440 ABD AORTIC EMBOLISM
+4441 THORACIC AORTIC EMBOLISM
+44421 UPPER EXTREMITY EMBOLISM
+44422 LOWER EXTREMITY EMBOLISM
+44481 ILIAC ARTERY EMBOLISM
+44489 ARTERIAL EMBOLISM NEC
+4449 ARTERIAL EMBOLISM NOS
+44501 ATHEROEMBOLISM,UPPER EXT
+44502 ATHEROEMBOLISM,LOWER EXT
+44581 ATHEROEMBOLISM, KIDNEY
+44589 ATHEROEMBOLISM, SITE NEC
+4460 POLYARTERITIS NODOSA
+4461 MUCOCUTAN LYMPH NODE SYN
+44620 HYPERSENSIT ANGIITIS NOS
+44621 GOODPASTURE'S SYNDROME
+44629 HYPERSENSIT ANGIITIS NEC
+4463 LETHAL MIDLINE GRANULOMA
+4464 WEGENER'S GRANULOMATOSIS
+4465 GIANT CELL ARTERITIS
+4466 THROMBOT MICROANGIOPATHY
+4467 TAKAYASU'S DISEASE
+4470 ACQ ARTERIOVEN FISTULA
+4471 STRICTURE OF ARTERY
+4472 RUPTURE OF ARTERY
+4473 RENAL ARTERY HYPERPLASIA
+4474 CELIAC ART COMPRESS SYN
+4475 NECROSIS OF ARTERY
+4476 ARTERITIS NOS
+4478 ARTERIAL DISEASE NEC
+4479 ARTERIAL DISEASE NOS
+4480 HEREDIT HEMORR TELANGIEC
+4481 NEVUS, NON-NEOPLASTIC
+4489 CAPILLARY DIS NEC/NOS
+4510 SUPERFIC PHLEBITIS-LEG
+45111 FEMORAL VEIN PHLEBITIS
+45119 DEEP PHLEBITIS-LEG NEC
+4512 THROMBOPHLEBITIS LEG NOS
+45181 ILIAC THROMBOPHLEBITIS
+45182 PHLBTS SPRFC VN UP EXTRM
+45183 PHLBTS DEEP VN UP EXTRM
+45184 PHLBTS VN NOS UP EXTRM
+45189 THROMBOPHLEBITIS NEC
+4519 THROMBOPHLEBITIS NOS
+452 PORTAL VEIN THROMBOSIS
+4530 BUDD-CHIARI SYNDROME
+4531 THROMBOPHLEBITIS MIGRANS
+4532 VENA CAVA THROMBOSIS
+4533 RENAL VEIN THROMBOSIS
+45340 DVT/EMBLSM LOWER EXT NOS
+45341 DVT/EMB PROX LOWER EXT
+45342 DVT/EMB DISTAL LOWER EXT
+4538 VENOUS THROMBOSIS NEC
+4539 VENOUS THROMBOSIS NOS
+4540 LEG VARICOSITY W ULCER
+4541 LEG VARICOSITY W INFLAM
+4542 VARICOS LEG ULCER/INFLAM
+4548 VARIC VEIN LEG,COMP NEC
+4549 ASYMPT VARICOSE VEINS
+4550 INT HEMORRHOID W/O COMPL
+4551 INT THROMBOS HEMORRHOID
+4552 INT HEMRRHOID W COMP NEC
+4553 EXT HEMORRHOID W/O COMPL
+4554 EXT THROMBOS HEMORRHOID
+4555 EXT HEMRRHOID W COMP NEC
+4556 HEMORRHOIDS NOS
+4557 THROMBOS HEMORRHOIDS NOS
+4558 HEMRRHOID NOS W COMP NEC
+4559 RESIDUAL HEMORRHOID TAGS
+4560 ESOPHAG VARICES W BLEED
+4561 ESOPH VARICES W/O BLEED
+45620 BLEED ESOPH VAR OTH DIS
+45621 ESOPH VARICE OTH DIS NOS
+4563 SUBLINGUAL VARICES
+4564 SCROTAL VARICES
+4565 PELVIC VARICES
+4566 VULVAL VARICES
+4568 VARICES OF OTHER SITES
+4570 POSTMASTECT LYMPHEDEMA
+4571 OTHER LYMPHEDEMA
+4572 LYMPHANGITIS
+4578 NONINFECT LYMPH DIS NEC
+4579 NONINFECT LYMPH DIS NOS
+4580 ORTHOSTATIC HYPOTENSION
+4581 CHRONIC HYPOTENSION
+45821 HEMODODIALYSIS HYPOTENSN
+45829 IATROGENC HYPOTNSION NEC
+4588 HYPOTENSION NEC
+4589 HYPOTENSION NOS
+4590 HEMORRHAGE NOS
+45910 POSTPHLBTC SYND W/O COMP
+45911 POSTPHLEBTC SYND W ULCER
+45912 POSTPHLEBTC SYN W INFLAM
+45913 POSTPHL SYN W ULC&INFLAM
+45919 POSTPHLEB SYND COMP NEC
+4592 COMPRESSION OF VEIN
+45930 CHR VENOUS HYPR W/O COMP
+45931 CHR VENOUS HYPER W ULCER
+45932 CHR VENOUS HYPR W INFLAM
+45933 CHR VEN HYP W ULC&INFLAM
+45939 CHR VENOUS HYP COMP NEC
+45981 VENOUS INSUFFICIENCY NOS
+45989 CIRCULATORY DISEASE NEC
+4599 CIRCULATORY DISEASE NOS
+460 ACUTE NASOPHARYNGITIS
+4610 AC MAXILLARY SINUSITIS
+4611 AC FRONTAL SINUSITIS
+4612 AC ETHMOIDAL SINUSITIS
+4613 AC SPHENOIDAL SINUSITIS
+4618 OTHER ACUTE SINUSITIS
+4619 ACUTE SINUSITIS NOS
+462 ACUTE PHARYNGITIS
+463 ACUTE TONSILLITIS
+46400 AC LARYNGITIS W/O OBST
+46401 AC LARYNGITIS W OBSTRUCT
+46410 AC TRACHEITIS NO OBSTRUC
+46411 AC TRACHEITIS W OBSTRUCT
+46420 AC LARYNGOTRACH NO OBSTR
+46421 AC LARYNGOTRACH W OBSTR
+46430 AC EPIGLOTTITIS NO OBSTR
+46431 AC EPIGLOTTITIS W OBSTR
+4644 CROUP
+46450 SUPRAGLOTTIS W/O OBS NOS
+46451 SUPRAGLOTTIS W OBSTR NOS
+4650 ACUTE LARYNGOPHARYNGITIS
+4658 ACUTE URI MULT SITES NEC
+4659 ACUTE URI NOS
+4660 ACUTE BRONCHITIS
+46611 ACU BRONCHOLITIS D/T RSV
+46619 ACU BRNCHLTS D/T OTH ORG
+470 DEVIATED NASAL SEPTUM
+4710 POLYP OF NASAL CAVITY
+4711 POLYPOID SINUS DEGEN
+4718 NASAL SINUS POLYP NEC
+4719 NASAL POLYP NOS
+4720 CHRONIC RHINITIS
+4721 CHRONIC PHARYNGITIS
+4722 CHRONIC NASOPHARYNGITIS
+4730 CHR MAXILLARY SINUSITIS
+4731 CHR FRONTAL SINUSITIS
+4732 CHR ETHMOIDAL SINUSITIS
+4733 CHR SPHENOIDAL SINUSITIS
+4738 CHRONIC SINUSITIS NEC
+4739 CHRONIC SINUSITIS NOS
+47400 CHRONIC TONSILLITIS
+47401 CHRONIC ADENOIDITIS
+47402 CHRONIC TONSILS&ADENOIDS
+47410 HYPERTROPHY T AND A
+47411 HYPERTROPHY TONSILS
+47412 HYPERTROPHY ADENOIDS
+4742 ADENOID VEGETATIONS
+4748 CHR T & A DIS NEC
+4749 CHR T & A DIS NOS
+475 PERITONSILLAR ABSCESS
+4760 CHRONIC LARYNGITIS
+4761 CHR LARYNGOTRACHEITIS
+4770 RHINITIS DUE TO POLLEN
+4771 ALLERGIC RHINITIS-FOOD
+4772 ALLERG RHINITIS-CAT/DOG
+4778 ALLERGIC RHINITIS NEC
+4779 ALLERGIC RHINITIS NOS
+4780 HYPERTRPH NASAL TURBINAT
+4781 NASAL & SINUS DIS NEC
+47820 DISEASE OF PHARYNX NOS
+47821 CELLULITIS OF PHARYNX
+47822 PARAPHARYNGEAL ABSCESS
+47824 RETROPHARYNGEAL ABSCESS
+47825 EDEMA PHARYNX/NASOPHARYX
+47826 CYST PHARYNX/NASOPHARYNX
+47829 DISEASE OF PHARYNX NEC
+47830 VOCAL CORD PARALYSIS NOS
+47831 VOCAL PARAL UNILAT PART
+47832 VOCAL PARAL UNILAT TOTAL
+47833 VOCAL PARAL BILAT PART
+47834 VOCAL PARAL BILAT TOTAL
+4784 VOCAL CORD/LARYNX POLYP
+4785 VOCAL CORD DISEASE NEC
+4786 EDEMA OF LARYNX
+47870 DISEASE OF LARYNX NOS
+47871 LARYNGEAL CELLULITIS
+47874 STENOSIS OF LARYNX
+47875 LARYNGEAL SPASM
+47879 DISEASE OF LARYNX NEC
+4788 URT HYPERSENS REACT NOS
+4789 UPPER RESP DIS NEC/NOS
+4800 ADENOVIRAL PNEUMONIA
+4801 RESP SYNCYT VIRAL PNEUM
+4802 PARINFLUENZA VIRAL PNEUM
+4803 PNEUMONIA DUE TO SARS
+4808 VIRAL PNEUMONIA NEC
+4809 VIRAL PNEUMONIA NOS
+481 PNEUMOCOCCAL PNEUMONIA
+4820 K. PNEUMONIAE PNEUMONIA
+4821 PSEUDOMONAL PNEUMONIA
+4822 H.INFLUENZAE PNEUMONIA
+48230 STREPTOCOCCAL PNEUMN NOS
+48231 PNEUMONIA STRPTOCOCCUS A
+48232 PNEUMONIA STRPTOCOCCUS B
+48239 PNEUMONIA OTH STREP
+48240 STAPHYLOCOCCAL PNEU NOS
+48241 STAPH AUREUS PNEUMONIA
+48249 STAPH PNEUMONIA NEC
+48281 PNEUMONIA ANAEROBES
+48282 PNEUMONIA E COLI
+48283 PNEUMO OTH GRM-NEG BACT
+48284 LEGIONNAIRES' DISEASE
+48289 PNEUMONIA OTH SPCF BACT
+4829 BACTERIAL PNEUMONIA NOS
+4830 PNEU MYCPLSM PNEUMONIAE
+4831 PNEUMONIA D/T CHLAMYDIA
+4838 PNEUMON OTH SPEC ORGNSM
+4841 PNEUM W CYTOMEG INCL DIS
+4843 PNEUMONIA IN WHOOP COUGH
+4845 PNEUMONIA IN ANTHRAX
+4846 PNEUM IN ASPERGILLOSIS
+4847 PNEUM IN OTH SYS MYCOSES
+4848 PNEUM IN INFECT DIS NEC
+485 BRONCHOPNEUMONIA ORG NOS
+486 PNEUMONIA, ORGANISM NOS
+4870 INFLUENZA WITH PNEUMONIA
+4871 FLU W RESP MANIFEST NEC
+4878 FLU W MANIFESTATION NEC
+490 BRONCHITIS NOS
+4910 SIMPLE CHR BRONCHITIS
+4911 MUCOPURUL CHR BRONCHITIS
+49120 OBST CHR BRONC W/O EXAC
+49121 OBS CHR BRONC W(AC) EXAC
+49122 OBS CHR BRONC W AC BRONC
+4918 CHRONIC BRONCHITIS NEC
+4919 CHRONIC BRONCHITIS NOS
+4920 EMPHYSEMATOUS BLEB
+4928 EMPHYSEMA NEC
+49300 EXTRINSIC ASTHMA NOS
+49301 EXT ASTHMA W STATUS ASTH
+49302 EXT ASTHMA W(ACUTE) EXAC
+49310 INTRINSIC ASTHMA NOS
+49311 INT ASTHMA W STATUS ASTH
+49312 INT ASTHMA W (AC) EXAC
+49320 CHRONIC OBST ASTHMA NOS
+49321 CH OB ASTHMA W STAT ASTH
+49322 CH OBST ASTH W (AC) EXAC
+49381 EXERCSE IND BRONCHOSPASM
+49382 COUGH VARIANT ASTHMA
+49390 ASTHMA NOS
+49391 ASTHMA W STATUS ASTHMAT
+49392 ASTHMA NOS W (AC) EXAC
+4940 BRONCHIECTAS W/O AC EXAC
+4941 BRONCHIECTASIS W AC EXAC
+4950 FARMERS' LUNG
+4951 BAGASSOSIS
+4952 BIRD-FANCIERS' LUNG
+4953 SUBEROSIS
+4954 MALT WORKERS' LUNG
+4955 MUSHROOM WORKERS' LUNG
+4956 MAPL BARK-STRIPPRS' LUNG
+4957 "VENTILATION" PNEUMONIT
+4958 ALLERG ALVEOL/PNEUM NEC
+4959 ALLERG ALVEOL/PNEUM NOS
+496 CHR AIRWAY OBSTRUCT NEC
+500 COAL WORKERS' PNEUMOCON
+501 ASBESTOSIS
+502 SILICA PNEUMOCON NEC
+503 INORG DUST PNEUMOCON NEC
+504 DUST PNEUMONOPATHY NEC
+505 PNEUMOCONIOSIS NOS
+5060 FUM/VAPOR BRONC/PNEUMON
+5061 FUM/VAPOR AC PULM EDEMA
+5062 FUM/VAPOR UP RESP INFLAM
+5063 FUM/VAP AC RESP COND NEC
+5064 FUM/VAPOR CHR RESP COND
+5069 FUM/VAPOR RESP COND NOS
+5070 FOOD/VOMIT PNEUMONITIS
+5071 OIL/ESSENCE PNEUMONITIS
+5078 SOLID/LIQ PNEUMONIT NEC
+5080 AC PUL MANIF D/T RADIAT
+5081 CHR PUL MANIF D/T RADIAT
+5088 RESP COND: EXT AGENT NEC
+5089 RESP COND: EXT AGENT NOS
+5100 EMPYEMA WITH FISTULA
+5109 EMPYEMA W/O FISTULA
+5110 PLEURISY W/O EFFUS OR TB
+5111 BACT PLEUR/EFFUS NOT TB
+5118 PLEURAL EFFUS NEC NOT TB
+5119 PLEURAL EFFUSION NOS
+5120 SPONT TENS PNEUMOTHORAX
+5121 IATROGENIC PNEUMOTHORAX
+5128 SPONT PNEUMOTHORAX NEC
+5130 ABSCESS OF LUNG
+5131 ABSCESS OF MEDIASTINUM
+514 PULM CONGEST/HYPOSTASIS
+515 POSTINFLAM PULM FIBROSIS
+5160 PUL ALVEOLAR PROTEINOSIS
+5161 IDIO PULM HEMOSIDEROSIS
+5162 PULM ALVEOLAR MICROLITH
+5163 IDIO FIBROS ALVEOLITIS
+5168 ALVEOL PNEUMONOPATHY NEC
+5169 ALVEOL PNEUMONOPATHY NOS
+5171 RHEUMATIC PNEUMONIA
+5172 SYST SCLEROSIS LUNG DIS
+5173 ACUTE CHEST SYNDROME
+5178 LUNG INVOLV IN OTH DIS
+5180 PULMONARY COLLAPSE
+5181 INTERSTITIAL EMPHYSEMA
+5182 COMPENSATORY EMPHYSEMA
+5183 PULMONARY EOSINOPHILIA
+5184 ACUTE LUNG EDEMA NOS
+5185 POST TRAUM PULM INSUFFIC
+5186 ALRGC BRNCPUL ASPRGLOSIS
+51881 ACUTE RESPIRATRY FAILURE
+51882 OTHER PULMONARY INSUFF
+51883 CHRONIC RESPIRATORY FAIL
+51884 ACUTE & CHRONC RESP FAIL
+51889 OTHER LUNG DISEASE NEC
+51900 TRACHEOSTOMY COMP NOS
+51901 TRACHEOSTOMY INFECTION
+51902 TRACHEOSTOMY - MECH COMP
+51909 TRACHEOSTOMY COMP NEC
+5191 TRACHEA/BRONCHUS DIS NEC
+5192 MEDIASTINITIS
+5193 MEDIASTINUM DISEASE NEC
+5194 DISORDERS OF DIAPHRAGM
+5198 RESP SYSTEM DISEASE NEC
+5199 RESP SYSTEM DISEASE NOS
+5200 ANODONTIA
+5201 SUPERNUMERARY TEETH
+5202 ABNORMAL TOOTH SIZE/FORM
+5203 MOTTLED TEETH
+5204 TOOTH FORMATION DISTURB
+5205 HEREDIT TOOTH STRUCT NEC
+5206 TOOTH ERUPTION DISTURB
+5207 TEETHING SYNDROME
+5208 TOOTH DEVEL/ERUP DIS NEC
+5209 TOOTH DEVEL/ERUP DIS NOS
+52100 DENTAL CARIES NOS
+52101 DENTAL CARIES - ENAMEL
+52102 DENTAL CARIES - DENTINE
+52103 DENTAL CARIES - PULP
+52104 DENTAL CARIES - ARRESTED
+52105 ODONTOCLASIA
+52106 DENTL CARIES-PIT/FISSURE
+52107 DENTL CARIES-SMOOTH SURF
+52108 DENTAL CARIES-ROOT SURF
+52109 DENTAL CARIES NEC
+52110 EXCESSIVE ATTRITION NOS
+52111 EXCESS ATTRITION-ENAMEL
+52112 EXCESS ATTRITION-DENTINE
+52113 EXCESSIVE ATTRITION-PULP
+52114 EXCESS ATTRITION-LOCAL
+52115 EXCESS ATTRITION-GENERAL
+52120 ABRASION NOS
+52121 ABRASION-ENAMEL
+52122 ABRASION-DENTINE
+52123 ABRASION-PULP
+52124 ABRASION-LOCALIZED
+52125 ABRASION-GENERALIZED
+52130 EROSION NOS
+52131 EROSION-ENAMEL
+52132 EROSION-DENTINE
+52133 EROSION-PULP
+52134 EROSION-LOCALIZED
+52135 EROSION-GENERALIZED
+52140 PATH RESORPTION NOS
+52141 PATH RESORPTION-INTERNAL
+52142 PATH RESORPTION-EXTERNAL
+52149 PATH RESORPTION NEC
+5215 HYPERCEMENTOSIS
+5216 ANKYLOSIS OF TEETH
+5217 INTRIN POSTERUPTV COLOR
+5218 HARD TISS DIS TEETH NEC
+5219 HARD TISS DIS TEETH NOS
+5220 PULPITIS
+5221 NECROSIS OF TOOTH PULP
+5222 TOOTH PULP DEGENERATION
+5223 ABN HARD TISS-TOOTH PULP
+5224 AC APICAL PERIODONTITIS
+5225 PERIAPICAL ABSCESS
+5226 CHR APICAL PERIODONTITIS
+5227 PERIAPICAL ABSC W SINUS
+5228 RADICULAR CYST
+5229 PULP/PERIAPICAL DIS NEC
+5230 ACUTE GINGIVITIS
+5231 CHRONIC GINGIVITIS
+52320 GINGIVAL RECESSION NOS
+52321 GINGIVAL RECESS-MINIMAL
+52322 GINGIVAL RECESS-MODERATE
+52323 GINGIVAL RECESS-SEVERE
+52324 GINGIVAL RECESSION-LOCAL
+52325 GINGIVAL RECESS-GENERAL
+5233 ACUTE PERIODONTITIS
+5234 CHRONIC PERIODONTITIS
+5235 PERIODONTOSIS
+5236 ACCRETIONS ON TEETH
+5238 PERIODONTAL DISEASE NEC
+5239 GINGIV/PERIODONT DIS NOS
+52400 UNSPCF ANOMALY JAW SIZE
+52401 MAXILLARY HYPERPLASIA
+52402 MANDIBULAR HYPERPLASIA
+52403 MAXILLARY HYPOPLASIA
+52404 MANDIBULAR HYPOPLASIA
+52405 MACROGENIA
+52406 MICROGENIA
+52407 EXCESSIVE TUBEROSITY-JAW
+52409 OTH SPCF ANMLY JAW SIZE
+52410 UNSPCF ANM JAW CRANL BSE
+52411 MAXILLARY ASYMMETRY
+52412 OTHER JAW ASYMMETRY
+52419 SPCFD ANOM JAW CRANL BSE
+52420 ANOMALY DENTAL ARCH NOS
+52421 ANGLE'S CLASS I
+52422 ANGLE'S CLASS II
+52423 ANGLE'S CLASS III
+52424 OPEN ANTERIOR OCCLUSION
+52425 OPEN POSTERIOR OCCLUSION
+52426 EXCESS HORIZONTL OVERLAP
+52427 REVERSE ARTICULATION
+52428 ANOM INTERARCH DISTANCE
+52429 ANOMALY DENTAL ARCH NEC
+52430 TOOTH POSITION ANOM NOS
+52431 CROWDING OF TEETH
+52432 EXCESSIVE SPACING-TEETH
+52433 HORIZONTL DISPLACE-TEETH
+52434 VERTICAL DISPLACE-TEETH
+52435 ROTATION OF TEETH
+52436 INSUF INTEROCCLUSL-TEETH
+52437 EXCES INTEROCCLUSL-TEETH
+52439 TOOTH POSITION ANOM NEC
+5244 MALOCCLUSION NOS
+52450 DENTOFAC FUNCT ABNOR NOS
+52451 ABNORMAL JAW CLOSURE
+52452 LIMITED MANDIBULAR ROM
+52453 DEV OPEN/CLOSE MANDIBLE
+52454 INSUFF ANTERIOR GUIDANCE
+52455 CENTRIC OCCL INTRCSP DIS
+52456 NONWORK SIDE INTERFRNCE
+52457 LACK POST OCCLSL SUPPORT
+52459 DENTOFAC FUNCT ABNOR NEC
+52460 TMJ DISORDERS NOS
+52461 ADHESNS/ANKYLOSIS - TMJ
+52462 ARTHRALGIA TMJ
+52463 ARTICULAR DISC DISORDER
+52464 TMJ SOUNDS OPN/CLOSE JAW
+52469 OTHER SPECF TMJ DISORDRS
+52470 UNSPF DENT ALVELR ANMALY
+52471 ALVEOLAR MAXIL HYPRPLSIA
+52472 ALVEOLAR MANDIB HYPRPLAS
+52473 ALVEOLAR MAXIL HYPOPLSIA
+52474 ALVEOLAR MANDB HYPOPLSIA
+52475 VERTICAL DISPLACE TEETH
+52476 OCCLUSAL PLANE DEVIATION
+52479 OTH SPCF ALVEOLAR ANMALY
+52481 ANTERIOR SOFT TISS IMPG
+52482 POSTERIOR SOFT TISS IMPG
+52489 DENTOFACIAL ANOMALY NEC
+5249 DENTOFACIAL ANOMALY NOS
+5250 EXFOLIATION OF TEETH
+52510 ACQ ABSENCE OF TEETH NOS
+52511 LOSS OF TEETH D/T TRAUMA
+52512 LOSS TEETH D/T PERI DIS
+52513 LOSS OF TEETH D/T CARIES
+52519 LOSS OF TEETH NEC
+52520 ATROPHY ALVLAR RIDGE NOS
+52521 ATROPHY MANDIBLE-MINIMAL
+52522 ATROPHY MANDIBLE-MODRATE
+52523 ATROPHY MANDIBLE-SEVERE
+52524 ATROPHY MAXILLA-MINIMAL
+52525 ATROPHY MAXILLA-MODERATE
+52526 ATROPHY MAXILLA-SEVERE
+5253 RETAINED DENTAL ROOT
+52540 COMPLETE EDENTULISM NOS
+52541 COMP EDENTULISM,CLASS I
+52542 COMP EDENTULISM,CLASS II
+52543 COMP EDENTULSM,CLASS III
+52544 COMP EDENTULISM,CLASS IV
+52550 PARTIAL EDENTULISM NOS
+52551 PART EDENTULISM,CLASS I
+52552 PART EDENTULISM,CLASS II
+52553 PART EDENTULSM,CLASS III
+52554 PART EDENTULISM,CLASS IV
+5258 DENTAL DISORDER NEC
+5259 DENTAL DISORDER NOS
+5260 DEVEL ODONTOGENIC CYSTS
+5261 FISSURAL CYSTS OF JAW
+5262 CYSTS OF JAWS NEC
+5263 CENT GIANT CELL GRANULOM
+5264 INFLAMMATION OF JAW
+5265 ALVEOLITIS OF JAW
+52681 EXOSTOSIS OF JAW
+52689 JAW DISEASE NEC
+5269 JAW DISEASE NOS
+5270 SALIVARY GLAND ATROPHY
+5271 SALIVARY GLND HYPRTROPHY
+5272 SIALOADENITIS
+5273 SALIVARY GLAND ABSCESS
+5274 SALIVARY GLAND FISTULA
+5275 SIALOLITHIASIS
+5276 SALIVARY GLAND MUCOCELE
+5277 SALIVARY SECRETION DIS
+5278 SALIVARY GLAND DIS NEC
+5279 SALIVARY GLAND DIS NOS
+5280 STOMATITIS
+5281 CANCRUM ORIS
+5282 ORAL APHTHAE
+5283 CELLULITIS/ABSCESS MOUTH
+5284 ORAL SOFT TISSUE CYST
+5285 DISEASES OF LIPS
+5286 LEUKOPLAKIA ORAL MUCOSA
+52871 KERATIN RIDGE MUCOSA-MIN
+52872 KERATIN RIDGE MUC-EXCESS
+52879 DIST ORAL EPITHELIUM NEC
+5288 ORAL SUBMUCOSAL FIBROSIS
+5289 ORAL SOFT TISSUE DIS NEC
+5290 GLOSSITIS
+5291 GEOGRAPHIC TONGUE
+5292 MED RHOMBOID GLOSSITIS
+5293 HYPERTROPH TONGUE PAPILL
+5294 ATROPHY TONGUE PAPILLAE
+5295 PLICATED TONGUE
+5296 GLOSSODYNIA
+5298 TONGUE DISORDER NEC
+5299 TONGUE DISORDER NOS
+5300 ACHALASIA & CARDIOSPASM
+53010 ESOPHAGITIS, UNSPECIFIED
+53011 REFLUX ESOPHAGITIS
+53012 ACUTE ESOPHAGITIS
+53019 OTHER ESOPHAGITIS
+53020 ULC ESOPHAGUS W/O BLEED
+53021 ULCER ESOPHAGUS W BLEED
+5303 ESOPHAGEAL STRICTURE
+5304 PERFORATION OF ESOPHAGUS
+5305 DYSKINESIA OF ESOPHAGUS
+5306 ACQ ESOPHAG DIVERTICULUM
+5307 MALLORY-WEISS SYNDROME
+53081 ESOPHAGEAL REFLUX
+53082 ESOPHAGEAL HEMORRHAGE
+53083 ESOPHAGEAL LEUKOPLAKIA
+53084 TRACHEOESOPHAGEAL FSTULA
+53085 BARRETT'S ESOPHAGUS
+53086 ESOPHAGOSTOMY INFECTION
+53087 MECH COMP ESOPHAGOSTOMY
+53089 OTHER DSRDERS ESOPHAGUS
+5309 ESOPHAGEAL DISORDER NOS
+53100 AC STOMACH ULCER W HEM
+53101 AC STOMAC ULC W HEM-OBST
+53110 AC STOMACH ULCER W PERF
+53111 AC STOM ULC W PERF-OBST
+53120 AC STOMAC ULC W HEM/PERF
+53121 AC STOM ULC HEM/PERF-OBS
+53130 ACUTE STOMACH ULCER NOS
+53131 AC STOMACH ULC NOS-OBSTR
+53140 CHR STOMACH ULC W HEM
+53141 CHR STOM ULC W HEM-OBSTR
+53150 CHR STOMACH ULCER W PERF
+53151 CHR STOM ULC W PERF-OBST
+53160 CHR STOMACH ULC HEM/PERF
+53161 CHR STOM ULC HEM/PERF-OB
+53170 CHR STOMACH ULCER NOS
+53171 CHR STOMACH ULC NOS-OBST
+53190 STOMACH ULCER NOS
+53191 STOMACH ULCER NOS-OBSTR
+53200 AC DUODENAL ULCER W HEM
+53201 AC DUODEN ULC W HEM-OBST
+53210 AC DUODENAL ULCER W PERF
+53211 AC DUODEN ULC PERF-OBSTR
+53220 AC DUODEN ULC W HEM/PERF
+53221 AC DUOD ULC HEM/PERF-OBS
+53230 ACUTE DUODENAL ULCER NOS
+53231 AC DUODENAL ULC NOS-OBST
+53240 CHR DUODEN ULCER W HEM
+53241 CHR DUODEN ULC HEM-OBSTR
+53250 CHR DUODEN ULCER W PERF
+53251 CHR DUODEN ULC PERF-OBST
+53260 CHR DUODEN ULC HEM/PERF
+53261 CHR DUOD ULC HEM/PERF-OB
+53270 CHR DUODENAL ULCER NOS
+53271 CHR DUODEN ULC NOS-OBSTR
+53290 DUODENAL ULCER NOS
+53291 DUODENAL ULCER NOS-OBSTR
+53300 AC PEPTIC ULCER W HEMORR
+53301 AC PEPTIC ULC W HEM-OBST
+53310 AC PEPTIC ULCER W PERFOR
+53311 AC PEPTIC ULC W PERF-OBS
+53320 AC PEPTIC ULC W HEM/PERF
+53321 AC PEPT ULC HEM/PERF-OBS
+53330 ACUTE PEPTIC ULCER NOS
+53331 AC PEPTIC ULCER NOS-OBST
+53340 CHR PEPTIC ULCER W HEM
+53341 CHR PEPTIC ULC W HEM-OBS
+53350 CHR PEPTIC ULCER W PERF
+53351 CHR PEPTIC ULC PERF-OBST
+53360 CHR PEPT ULC W HEM/PERF
+53361 CHR PEPT ULC HEM/PERF-OB
+53370 CHRONIC PEPTIC ULCER NOS
+53371 CHR PEPTIC ULCER NOS-OBS
+53390 PEPTIC ULCER NOS
+53391 PEPTIC ULCER NOS-OBSTRUC
+53400 AC MARGINAL ULCER W HEM
+53401 AC MARGIN ULC W HEM-OBST
+53410 AC MARGINAL ULCER W PERF
+53411 AC MARGIN ULC W PERF-OBS
+53420 AC MARGIN ULC W HEM/PERF
+53421 AC MARG ULC HEM/PERF-OBS
+53430 AC MARGINAL ULCER NOS
+53431 AC MARGINAL ULC NOS-OBST
+53440 CHR MARGINAL ULCER W HEM
+53441 CHR MARGIN ULC W HEM-OBS
+53450 CHR MARGINAL ULC W PERF
+53451 CHR MARGIN ULC PERF-OBST
+53460 CHR MARGIN ULC HEM/PERF
+53461 CHR MARG ULC HEM/PERF-OB
+53470 CHR MARGINAL ULCER NOS
+53471 CHR MARGINAL ULC NOS-OBS
+53490 GASTROJEJUNAL ULCER NOS
+53491 GASTROJEJUN ULC NOS-OBST
+53500 ACUTE GASTRTIS W/O HMRHG
+53501 ACUTE GASTRITIS W HMRHG
+53510 ATRPH GASTRTIS W/O HMRHG
+53511 ATRPH GASTRITIS W HMRHG
+53520 GSTR MCSL HYPRT W/O HMRG
+53521 GSTR MCSL HYPRT W HMRG
+53530 ALCHL GASTRTIS W/O HMRHG
+53531 ALCHL GSTRITIS W HMRHG
+53540 OTH SPF GSTRT W/O HMRHG
+53541 OTH SPF GASTRT W HMRHG
+53550 GSTR/DDNTS NOS W/O HMRHG
+53551 GSTR/DDNTS NOS W HMRHG
+53560 DUODENITIS W/O HMRHG
+53561 DUODENITIS W HMRHG
+5360 ACHLORHYDRIA
+5361 AC DILATION OF STOMACH
+5362 PERSISTENT VOMITING
+5363 GASTROPARESIS
+53640 GASTROSTOMY COMP NOS
+53641 GASTROSTOMY INFECTION
+53642 GASTROSTOMY COMP - MECH
+53649 GASTROSTOMY COMP NEC
+5368 STOMACH FUNCTION DIS NEC
+5369 STOMACH FUNCTION DIS NOS
+5370 ACQ PYLORIC STENOSIS
+5371 GASTRIC DIVERTICULUM
+5372 CHRONIC DUODENAL ILEUS
+5373 DUODENAL OBSTRUCTION NEC
+5374 GASTRIC/DUODENAL FISTULA
+5375 GASTROPTOSIS
+5376 HOURGLASS STRICTURE STOM
+53781 PYLOROSPASM
+53782 ANGIO STM/DUDN W/O HMRHG
+53783 ANGIO STM/DUDN W HMRHG
+53784 DIEULAFOY LES,STOM&DUOD
+53789 GASTRODUODENAL DIS NEC
+5379 GASTRODUODENAL DIS NOS
+5400 AC APPEND W PERITONITIS
+5401 ABSCESS OF APPENDIX
+5409 ACUTE APPENDICITIS NOS
+541 APPENDICITIS NOS
+542 OTHER APPENDICITIS
+5430 HYPERPLASIA OF APPENDIX
+5439 DISEASES OF APPENDIX NEC
+55000 UNILAT ING HERNIA W GANG
+55001 RECUR UNIL ING HERN-GANG
+55002 BILAT ING HERNIA W GANG
+55003 RECUR BIL ING HERN-GANG
+55010 UNILAT ING HERNIA W OBST
+55011 RECUR UNIL ING HERN-OBST
+55012 BILAT ING HERNIA W OBST
+55013 RECUR BIL ING HERN-OBSTR
+55090 UNILAT INGUINAL HERNIA
+55091 RECUR UNILAT INGUIN HERN
+55092 BILAT INGUINAL HERNIA
+55093 RECUR BILAT INGUIN HERN
+55100 UNIL FEMORAL HERN W GANG
+55101 REC UNIL FEM HERN W GANG
+55102 BILAT FEM HERN W GANG
+55103 RECUR BIL FEM HERN-GANG
+5511 UMBILICAL HERNIA W GANGR
+55120 GANGR VENTRAL HERNIA NOS
+55121 GANGR INCISIONAL HERNIA
+55129 GANG VENTRAL HERNIA NEC
+5513 DIAPHRAGM HERNIA W GANGR
+5518 HERNIA, SITE NEC W GANGR
+5519 HERNIA, SITE NOS W GANGR
+55200 UNIL FEMORAL HERN W OBST
+55201 REC UNIL FEM HERN W OBST
+55202 BIL FEMORAL HERN W OBSTR
+55203 REC BIL FEM HERN W OBSTR
+5521 UMBILICAL HERNIA W OBSTR
+55220 OBSTR VENTRAL HERNIA NOS
+55221 OBSTR INCISIONAL HERNIA
+55229 OBSTR VENTRAL HERNIA NEC
+5523 DIAPHRAGM HERNIA W OBSTR
+5528 HERNIA, SITE NEC W OBSTR
+5529 HERNIA, SITE NOS W OBSTR
+55300 UNILAT FEMORAL HERNIA
+55301 RECUR UNIL FEMORAL HERN
+55302 BILATERAL FEMORAL HERNIA
+55303 RECUR BILAT FEMORAL HERN
+5531 UMBILICAL HERNIA
+55320 VENTRAL HERNIA NOS
+55321 INCISIONAL HERNIA
+55329 VENTRAL HERNIA NEC
+5533 DIAPHRAGMATIC HERNIA
+5538 HERNIA NEC
+5539 HERNIA NOS
+5550 REG ENTERITIS, SM INTEST
+5551 REG ENTERITIS, LG INTEST
+5552 REG ENTERIT SM/LG INTEST
+5559 REGIONAL ENTERITIS NOS
+5560 ULCERATIVE ENTEROCOLITIS
+5561 ULCERATIVE ILEOCOLITIS
+5562 ULCERATIVE PROCTITIS
+5563 ULCERTVE PRCTOSIGMOIDTIS
+5564 PSEUDOPOLYPOSIS COLON
+5565 LFTSDED ULCERTVE COLITIS
+5566 UNIVRSL ULCERTVE COLITIS
+5568 OTHER ULCERATIVE COLITIS
+5569 ULCERATVE COLITIS UNSPCF
+5570 AC VASC INSUFF INTESTINE
+5571 CHR VASC INSUFF INTEST
+5579 VASC INSUFF INTEST NOS
+5581 RADIATION GASTROENTERIT
+5582 TOXIC GASTROENTERITIS
+5583 ALLRGIC GASTRO & COLITIS
+5589 NONINF GASTROENTERIT NEC
+5600 INTUSSUSCEPTION
+5601 PARALYTIC ILEUS
+5602 VOLVULUS OF INTESTINE
+56030 IMPACTION INTESTINE NOS
+56031 GALLSTONE ILEUS
+56039 IMPACTION INTESTINE NEC
+56081 INTESTINAL ADHES W OBSTR
+56089 INTESTINAL OBSTRUCT NEC
+5609 INTESTINAL OBSTRUCT NOS
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+7011 KERATODERMA, ACQUIRED
+7012 ACQ ACANTHOSIS NIGRICANS
+7013 STRIAE ATROPHICAE
+7014 KELOID SCAR
+7015 ABNORMAL GRANULATION NEC
+7018 SKIN HYPERTRO/ATROPH NEC
+7019 SKIN HYPERTRO/ATROPH NOS
+7020 ACTINIC KERATOSIS
+70211 INFLAMED SBRHEIC KERATOS
+70219 OTHER SBORHEIC KERATOSIS
+7028 OTHER SPECF DERMATOSES
+7030 INGROWING NAIL
+7038 DISEASES OF NAIL NEC
+7039 DISEASE OF NAIL NOS
+70400 ALOPECIA NOS
+70401 ALOPECIA AREATA
+70402 TELOGEN EFFLUVIUM
+70409 ALOPECIA NEC
+7041 HIRSUTISM
+7042 ABNORMALITIES OF HAIR
+7043 VARIATIONS IN HAIR COLOR
+7048 HAIR DISEASES NEC
+7049 HAIR DISEASE NOS
+7050 ANHIDROSIS
+7051 PRICKLY HEAT
+70521 PRIMARY FOCAL HYPRHIDROS
+70522 SEC FOCAL HYPERHIDROSIS
+70581 DYSHIDROSIS
+70582 FOX-FORDYCE DISEASE
+70583 HIDRADENITIS
+70589 SWEAT GLAND DISORDER NEC
+7059 SWEAT GLAND DISORDER NOS
+7060 ACNE VARIOLIFORMIS
+7061 ACNE NEC
+7062 SEBACEOUS CYST
+7063 SEBORRHEA
+7068 SEBACEOUS GLAND DIS NEC
+7069 SEBACEOUS GLAND DIS NOS
+70700 DECUBITUS ULCER SITE NOS
+70701 DECUBITUS ULCER,ELBOW
+70702 DECUBITUS ULCER,UP BACK
+70703 DECUBITUS ULCER,LOW BACK
+70704 DECUBITUS ULCER,HIP
+70705 DECUBITUS ULCER,BUTTOCK
+70706 DECUBITUS ULCER,ANKLE
+70707 DECUBITUS ULCER,HEEL
+70709 DECUBITUS ULCER,SITE NEC
+70710 ULCER OF LOWER LIMB NOS
+70711 ULCER OF THIGH
+70712 ULCER OF CALF
+70713 ULCER OF ANKLE
+70714 ULCER OF HEEL & MIDFOOT
+70715 ULCER OTHER PART OF FOOT
+70719 ULCER OTH PART LOW LIMB
+7078 CHRONIC SKIN ULCER NEC
+7079 CHRONIC SKIN ULCER NOS
+7080 ALLERGIC URTICARIA
+7081 IDIOPATHIC URTICARIA
+7082 URTICARIA FROM COLD/HEAT
+7083 DERMATOGRAPHIC URTICARIA
+7084 VIBRATORY URTICARIA
+7085 CHOLINERGIC URTICARIA
+7088 URTICARIA NEC
+7089 URTICARIA NOS
+70900 DYSCHROMIA, UNSPECIFIED
+70901 VITILIGO
+70909 OTHER DYSCHROMIA
+7091 VASCULAR DISORD OF SKIN
+7092 SCAR & FIBROSIS OF SKIN
+7093 DEGENERATIVE SKIN DISORD
+7094 FOREIGN BODY GRANUL-SKIN
+7098 SKIN DISORDERS NEC
+7099 SKIN DISORDER NOS
+7100 SYST LUPUS ERYTHEMATOSUS
+7101 SYSTEMIC SCLEROSIS
+7102 SICCA SYNDROME
+7103 DERMATOMYOSITIS
+7104 POLYMYOSITIS
+7105 EOSINOPHILIA MYALGIA SND
+7108 DIFF CONNECT TIS DIS NEC
+7109 DIFF CONNECT TIS DIS NOS
+71100 PYOGEN ARTHRITIS-UNSPEC
+71101 PYOGEN ARTHRITIS-SHLDER
+71102 PYOGEN ARTHRITIS-UP/ARM
+71103 PYOGEN ARTHRITIS-FOREARM
+71104 PYOGEN ARTHRITIS-HAND
+71105 PYOGEN ARTHRITIS-PELVIS
+71106 PYOGEN ARTHRITIS-L/LEG
+71107 PYOGEN ARTHRITIS-ANKLE
+71108 PYOGEN ARTHRITIS NEC
+71109 PYOGEN ARTHRITIS-MULT
+71110 REITER ARTHRITIS-UNSPEC
+71111 REITER ARTHRITIS-SHLDER
+71112 REITER ARTHRITIS-UP/ARM
+71113 REITER ARTHRITIS-FOREARM
+71114 REITER ARTHRITIS-HAND
+71115 REITER ARTHRITIS-PELVIS
+71116 REITER ARTHRITIS-L/LEG
+71117 REITER ARTHRITIS-ANKLE
+71118 REITER ARTHRITIS NEC
+71119 REITER ARTHRITIS-MULT
+71120 BEHCET ARTHRITIS-UNSPEC
+71121 BEHCET ARTHRITIS-SHLDER
+71122 BEHCET ARTHRITIS-UP/ARM
+71123 BEHCET ARTHRITIS-FOREARM
+71124 BEHCET ARTHRITIS-HAND
+71125 BEHCET ARTHRITIS-PELVIS
+71126 BEHCET ARTHRITIS-L/LEG
+71127 BEHCET ARTHRITIS-ANKLE
+71128 BEHCET ARTHRITIS NEC
+71129 BEHCET ARTHRITIS-MULT
+71130 DYSENTER ARTHRIT-UNSPEC
+71131 DYSENTER ARTHRIT-SHLDER
+71132 DYSENTER ARTHRIT-UP/ARM
+71133 DYSENTER ARTHRIT-FOREARM
+71134 DYSENTER ARTHRIT-HAND
+71135 DYSENTER ARTHRIT-PELVIS
+71136 DYSENTER ARTHRIT-L/LEG
+71137 DYSENTER ARTHRIT-ANKLE
+71138 DYSENTER ARTHRIT NEC
+71139 DYSENTER ARTHRIT-MULT
+71140 BACT ARTHRITIS-UNSPEC
+71141 BACT ARTHRITIS-SHLDER
+71142 BACT ARTHRITIS-UP/ARM
+71143 BACT ARTHRITIS-FOREARM
+71144 BACT ARTHRITIS-HAND
+71145 BACT ARTHRITIS-PELVIS
+71146 BACT ARTHRITIS-L/LEG
+71147 BACT ARTHRITIS-ANKLE
+71148 BACT ARTHRITIS NEC
+71149 BACT ARTHRITIS-MULT
+71150 VIRAL ARTHRITIS-UNSPEC
+71151 VIRAL ARTHRITIS-SHLDER
+71152 VIRAL ARTHRITIS-UP/ARM
+71153 VIRAL ARTHRITIS-FOREARM
+71154 VIRAL ARTHRITIS-HAND
+71155 VIRAL ARTHRITIS-PELVIS
+71156 VIRAL ARTHRITIS-L/LEG
+71157 VIRAL ARTHRITIS-ANKLE
+71158 VIRAL ARTHRITIS NEC
+71159 VIRAL ARTHRITIS-MULT
+71160 MYCOTIC ARTHRITIS-UNSPEC
+71161 MYCOTIC ARTHRITIS-SHLDER
+71162 MYCOTIC ARTHRITIS-UP/ARM
+71163 MYCOTIC ARTHRIT-FOREARM
+71164 MYCOTIC ARTHRITIS-HAND
+71165 MYCOTIC ARTHRITIS-PELVIS
+71166 MYCOTIC ARTHRITIS-L/LEG
+71167 MYCOTIC ARTHRITIS-ANKLE
+71168 MYCOTIC ARTHRITIS NEC
+71169 MYCOTIC ARTHRITIS-MULT
+71170 HELMINTH ARTHRIT-UNSPEC
+71171 HELMINTH ARTHRIT-SHLDER
+71172 HELMINTH ARTHRIT-UP/ARM
+71173 HELMINTH ARTHRIT-FOREARM
+71174 HELMINTH ARTHRIT-HAND
+71175 HELMINTH ARTHRIT-PELVIS
+71176 HELMINTH ARTHRIT-L/LEG
+71177 HELMINTH ARTHRIT-ANKLE
+71178 HELMINTH ARTHRIT NEC
+71179 HELMINTH ARTHRIT-MULT
+71180 INF ARTHRITIS NEC-UNSPEC
+71181 INF ARTHRITIS NEC-SHLDER
+71182 INF ARTHRITIS NEC-UP/ARM
+71183 INF ARTHRIT NEC-FOREARM
+71184 INF ARTHRITIS NEC-HAND
+71185 INF ARTHRITIS NEC-PELVIS
+71186 INF ARTHRITIS NEC-L/LEG
+71187 INF ARTHRITIS NEC-ANKLE
+71188 INF ARTHRIT NEC-OTH SITE
+71189 INF ARTHRITIS NEC-MULT
+71190 INF ARTHRITIS NOS-UNSPEC
+71191 INF ARTHRITIS NOS-SHLDER
+71192 INF ARTHRITIS NOS-UP/ARM
+71193 INF ARTHRIT NOS-FOREARM
+71194 INF ARTHRIT NOS-HAND
+71195 INF ARTHRIT NOS-PELVIS
+71196 INF ARTHRIT NOS-L/LEG
+71197 INF ARTHRIT NOS-ANKLE
+71198 INF ARTHRIT NOS-OTH SITE
+71199 INF ARTHRITIS NOS-MULT
+71210 DICALC PHOS CRYST-UNSPEC
+71211 DICALC PHOS CRYST-SHLDER
+71212 DICALC PHOS CRYST-UP/ARM
+71213 DICALC PHOS CRYS-FOREARM
+71214 DICALC PHOS CRYST-HAND
+71215 DICALC PHOS CRYST-PELVIS
+71216 DICALC PHOS CRYST-L/LEG
+71217 DICALC PHOS CRYST-ANKLE
+71218 DICALC PHOS CRY-SITE NEC
+71219 DICALC PHOS CRYST-MULT
+71220 PYROPHOSPH CRYST-UNSPEC
+71221 PYROPHOSPH CRYST-SHLDER
+71222 PYROPHOSPH CRYST-UP/ARM
+71223 PYROPHOSPH CRYST-FOREARM
+71224 PYROPHOSPH CRYST-HAND
+71225 PYROPHOSPH CRYST-PELVIS
+71226 PYROPHOSPH CRYST-L/LEG
+71227 PYROPHOSPH CRYST-ANKLE
+71228 PYROPHOS CRYST-SITE NEC
+71229 PYROPHOS CRYST-MULT
+71230 CHONDROCALCIN NOS-UNSPEC
+71231 CHONDROCALCIN NOS-SHLDER
+71232 CHONDROCALCIN NOS-UP/ARM
+71233 CHONDROCALC NOS-FOREARM
+71234 CHONDROCALCIN NOS-HAND
+71235 CHONDROCALCIN NOS-PELVIS
+71236 CHONDROCALCIN NOS-L/LEG
+71237 CHONDROCALCIN NOS-ANKLE
+71238 CHONDROCALC NOS-OTH SITE
+71239 CHONDROCALCIN NOS-MULT
+71280 CRYST ARTHROP NEC-UNSPEC
+71281 CRYST ARTHROP NEC-SHLDER
+71282 CRYST ARTHROP NEC-UP/ARM
+71283 CRYS ARTHROP NEC-FOREARM
+71284 CRYST ARTHROP NEC-HAND
+71285 CRYST ARTHROP NEC-PELVIS
+71286 CRYST ARTHROP NEC-L/LEG
+71287 CRYST ARTHROP NEC-ANKLE
+71288 CRY ARTHROP NEC-OTH SITE
+71289 CRYST ARTHROP NEC-MULT
+71290 CRYST ARTHROP NOS-UNSPEC
+71291 CRYST ARTHROP NOS-SHLDR
+71292 CRYST ARTHROP NOS-UP/ARM
+71293 CRYS ARTHROP NOS-FOREARM
+71294 CRYST ARTHROP NOS-HAND
+71295 CRYST ARTHROP NOS-PELVIS
+71296 CRYST ARTHROP NOS-L/LEG
+71297 CRYST ARTHROP NOS-ANKLE
+71298 CRY ARTHROP NOS-OTH SITE
+71299 CRYST ARTHROP NOS-MULT
+7130 ARTHROP W ENDOCR/MET DIS
+7131 ARTHROP W NONINF GI DIS
+7132 ARTHROPATH W HEMATOL DIS
+7133 ARTHROPATHY W SKIN DIS
+7134 ARTHROPATHY W RESP DIS
+7135 ARTHROPATHY W NERVE DIS
+7136 ARTHROP W HYPERSEN REACT
+7137 ARTHROP W SYSTEM DIS NEC
+7138 ARTHROP W OTH DIS NEC
+7140 RHEUMATOID ARTHRITIS
+7141 FELTY'S SYNDROME
+7142 SYST RHEUM ARTHRITIS NEC
+71430 JUV RHEUM ARTHRITIS NOS
+71431 POLYART JUV RHEUM ARTHR
+71432 PAUCIART JUV RHEUM ARTHR
+71433 MONOART JUV RHEUM ARTHR
+7144 CHR POSTRHEUM ARTHRITIS
+71481 RHEUMATOID LUNG
+71489 INFLAMM POLYARTHROP NEC
+7149 INFLAMM POLYARTHROP NOS
+71500 GENERAL OSTEOARTHROSIS
+71504 GEN OSTEOARTHROS-HAND
+71509 GENERAL OSTEOARTHROSIS
+71510 LOC PRIM OSTEOART-UNSPEC
+71511 LOC PRIM OSTEOART-SHLDER
+71512 LOC PRIM OSTEOART-UP/ARM
+71513 LOC PRIM OSTEOART-FORARM
+71514 LOC PRIM OSTEOARTH-HAND
+71515 LOC PRIM OSTEOART-PELVIS
+71516 LOC PRIM OSTEOART-L/LEG
+71517 LOC PRIM OSTEOARTH-ANKLE
+71518 LOC PRIM OSTEOARTHR NEC
+71520 LOC 2ND OSTEOARTH-UNSPEC
+71521 LOC 2ND OSTEOARTH-SHLDER
+71522 LOC 2ND OSTEOARTH-UP/ARM
+71523 LOC 2ND OSTEOART-FOREARM
+71524 LOC 2ND OSTEOARTHRO-HAND
+71525 LOC 2ND OSTEOARTH-PELVIS
+71526 LOC 2ND OSTEOARTHR-L/LEG
+71527 LOC 2ND OSTEOARTHR-ANKLE
+71528 LOC 2ND OSTEOARTHROS NEC
+71530 LOC OSTEOARTH NOS-UNSPEC
+71531 LOC OSTEOARTH NOS-SHLDER
+71532 LOC OSTEOARTH NOS-UP/ARM
+71533 LOC OSTEOART NOS-FOREARM
+71534 LOC OSTEOARTH NOS-HAND
+71535 LOC OSTEOARTH NOS-PELVIS
+71536 LOC OSTEOARTH NOS-L/LEG
+71537 LOC OSTEOARTH NOS-ANKLE
+71538 LOC OSTEOAR NOS-SITE NEC
+71580 OSTEOARTHROSIS-MULT SITE
+71589 OSTEOARTHROSIS-MULT SITE
+71590 OSTEOARTHROS NOS-UNSPEC
+71591 OSTEOARTHROS NOS-SHLDER
+71592 OSTEOARTHROS NOS-UP/ARM
+71593 OSTEOARTHROS NOS-FOREARM
+71594 OSTEOARTHROS NOS-HAND
+71595 OSTEOARTHROS NOS-PELVIS
+71596 OSTEOARTHROS NOS-L/LEG
+71597 OSTEOARTHROS NOS-ANKLE
+71598 OSTEOARTHRO NOS-OTH SITE
+71600 KASCHIN-BECK DIS-UNSPEC
+71601 KASCHIN-BECK DIS-SHLDER
+71602 KASCHIN-BECK DIS-UP/ARM
+71603 KASCHIN-BECK DIS-FOREARM
+71604 KASCHIN-BECK DIS-HAND
+71605 KASCHIN-BECK DIS-PELVIS
+71606 KASCHIN-BECK DIS-L/LEG
+71607 KASCHIN-BECK DIS-ANKLE
+71608 KASCHIN-BECK DIS NEC
+71609 KASCHIN-BECK DIS-MULT
+71610 TRAUM ARTHROPATHY-UNSPEC
+71611 TRAUM ARTHROPATHY-SHLDER
+71612 TRAUM ARTHROPATHY-UP/ARM
+71613 TRAUM ARTHROPATH-FOREARM
+71614 TRAUM ARTHROPATHY-HAND
+71615 TRAUM ARTHROPATHY-PELVIS
+71616 TRAUM ARTHROPATHY-L/LEG
+71617 TRAUM ARTHROPATHY-ANKLE
+71618 TRAUM ARTHROPATHY NEC
+71619 TRAUM ARTHROPATHY-MULT
+71620 ALLERG ARTHRITIS-UNSPEC
+71621 ALLERG ARTHRITIS-SHLDER
+71622 ALLERG ARTHRITIS-UP/ARM
+71623 ALLERG ARTHRITIS-FOREARM
+71624 ALLERG ARTHRITIS-HAND
+71625 ALLERG ARTHRITIS-PELVIS
+71626 ALLERG ARTHRITIS-L/LEG
+71627 ALLERG ARTHRITIS-ANKLE
+71628 ALLERG ARTHRITIS NEC
+71629 ALLERG ARTHRITIS-MULT
+71630 CLIMACT ARTHRITIS-UNSPEC
+71631 CLIMACT ARTHRITIS-SHLDER
+71632 CLIMACT ARTHRITIS-UP/ARM
+71633 CLIMACT ARTHRIT-FOREARM
+71634 CLIMACT ARTHRITIS-HAND
+71635 CLIMACT ARTHRITIS-PELVIS
+71636 CLIMACT ARTHRITIS-L/LEG
+71637 CLIMACT ARTHRITIS-ANKLE
+71638 CLIMACT ARTHRITIS NEC
+71639 CLIMACT ARTHRITIS-MULT
+71640 TRANS ARTHROPATHY-UNSPEC
+71641 TRANS ARTHROPATHY-SHLDER
+71642 TRANS ARTHROPATHY-UP/ARM
+71643 TRANS ARTHROPATH-FOREARM
+71644 TRANS ARTHROPATHY-HAND
+71645 TRANS ARTHROPATHY-PELVIS
+71646 TRANS ARTHROPATHY-L/LEG
+71647 TRANS ARTHROPATHY-ANKLE
+71648 TRANS ARTHROPATHY NEC
+71649 TRANS ARTHROPATHY-MULT
+71650 POLYARTHRITIS NOS-UNSPEC
+71651 POLYARTHRITIS NOS-SHLDER
+71652 POLYARTHRITIS NOS-UP/ARM
+71653 POLYARTHRIT NOS-FOREARM
+71654 POLYARTHRITIS NOS-HAND
+71655 POLYARTHRITIS NOS-PELVIS
+71656 POLYARTHRITIS NOS-L/LEG
+71657 POLYARTHRITIS NOS-ANKLE
+71658 POLYARTHRIT NOS-OTH SITE
+71659 POLYARTHRITIS NOS-MULT
+71660 MONOARTHRITIS NOS-UNSPEC
+71661 MONOARTHRITIS NOS-SHLDER
+71662 MONOARTHRITIS NOS-UP/ARM
+71663 MONOARTHRIT NOS-FOREARM
+71664 MONOARTHRITIS NOS-HAND
+71665 MONOARTHRITIS NOS-PELVIS
+71666 MONOARTHRITIS NOS-L/LEG
+71667 MONOARTHRITIS NOS-ANKLE
+71668 MONOARTHRIT NOS-OTH SITE
+71680 ARTHROPATHY NEC-UNSPEC
+71681 ARTHROPATHY NEC-SHLDER
+71682 ARTHROPATHY NEC-UP/ARM
+71683 ARTHROPATHY NEC-FOREARM
+71684 ARTHROPATHY NEC-HAND
+71685 ARTHROPATHY NEC-PELVIS
+71686 ARTHROPATHY NEC-L/LEG
+71687 ARTHROPATHY NEC-ANKLE
+71688 ARTHROPATHY NEC-OTH SITE
+71689 ARTHROPATHY NEC-MULT
+71690 ARTHROPATHY NOS-UNSPEC
+71691 ARTHROPATHY NOS-SHLDER
+71692 ARTHROPATHY NOS-UP/ARM
+71693 ARTHROPATHY NOS-FOREARM
+71694 ARTHROPATHY NOS-HAND
+71695 ARTHROPATHY NOS-PELVIS
+71696 ARTHROPATHY NOS-L/LEG
+71697 ARTHROPATHY NOS-ANKLE
+71698 ARTHROPATHY NOS-OTH SITE
+71699 ARTHROPATHY NOS-MULT
+7170 OLD BUCKET TEAR MED MEN
+7171 DERANG ANT MED MENISCUS
+7172 DERANG POST MED MENISCUS
+7173 DERANG MED MENISCUS NEC
+71740 DERANG LAT MENISCUS NOS
+71741 OLD BUCKET TEAR LAT MEN
+71742 DERANGE ANT LAT MENISCUS
+71743 DERANG POST LAT MENISCUS
+71749 DERANG LAT MENISCUS NEC
+7175 DERANGEMENT MENISCUS NEC
+7176 LOOSE BODY IN KNEE
+7177 CHONDROMALACIA PATELLAE
+71781 OLD DISRUPT LAT COLLAT
+71782 OLD DISRUPT MED COLLAT
+71783 OLD DISRUPT ANT CRUCIATE
+71784 OLD DISRUPT POST CRUCIAT
+71785 OLD DISRUPT KNEE LIG NEC
+71789 INT DERANGEMENT KNEE NEC
+7179 INT DERANGEMENT KNEE NOS
+71800 ARTIC CARTIL DIS-UNSPEC
+71801 ARTIC CARTIL DIS-SHLDER
+71802 ARTIC CARTIL DIS-UP/ARM
+71803 ARTIC CARTIL DIS-FOREARM
+71804 ARTIC CARTIL DIS-HAND
+71805 ARTIC CARTIL DIS-PELVIS
+71807 ARTIC CARTIL DIS-ANKLE
+71808 ARTIC CARTIL DIS-JT NEC
+71809 ARTIC CARTIL DIS-MULT JT
+71810 LOOSE BODY-UNSPEC
+71811 LOOSE BODY-SHLDER
+71812 LOOSE BODY-UP/ARM
+71813 LOOSE BODY-FOREARM
+71814 LOOSE BODY-HAND
+71815 LOOSE BODY-PELVIS
+71817 LOOSE BODY-ANKLE
+71818 LOOSE BODY-JOINT NEC
+71819 LOOSE BODY-MULT JOINTS
+71820 PATHOL DISLOCAT-UNSPEC
+71821 PATHOL DISLOCAT-SHLDER
+71822 PATHOL DISLOCAT-UP/ARM
+71823 PATHOL DISLOCAT-FOREARM
+71824 PATHOL DISLOCAT-HAND
+71825 PATHOL DISLOCAT-PELVIS
+71826 PATHOL DISLOCAT-L/LEG
+71827 PATHOL DISLOCAT-ANKLE
+71828 PATHOL DISLOCAT-JT NEC
+71829 PATHOL DISLOCAT-MULT JTS
+71830 RECUR DISLOCAT-UNSPEC
+71831 RECUR DISLOCAT-SHLDER
+71832 RECUR DISLOCAT-UP/ARM
+71833 RECUR DISLOCAT-FOREARM
+71834 RECUR DISLOCAT-HAND
+71835 RECUR DISLOCAT-PELVIS
+71836 RECUR DISLOCAT-L/LEG
+71837 RECUR DISLOCAT-ANKLE
+71838 RECUR DISLOCAT-JT NEC
+71839 RECUR DISLOCAT-MULT JTS
+71840 JT CONTRACTURE-UNSPEC
+71841 JT CONTRACTURE-SHLDER
+71842 JT CONTRACTURE-UP/ARM
+71843 JT CONTRACTURE-FOREARM
+71844 JT CONTRACTURE-HAND
+71845 JT CONTRACTURE-PELVIS
+71846 JT CONTRACTURE-L/LEG
+71847 JT CONTRACTURE-ANKLE
+71848 JT CONTRACTURE-JT NEC
+71849 JT CONTRACTURE-MULT JTS
+71850 ANKYLOSIS-UNSPEC
+71851 ANKYLOSIS-SHOULDER
+71852 ANKYLOSIS-UPPER/ARM
+71853 ANKYLOSIS-FOREARM
+71854 ANKYLOSIS-HAND
+71855 ANKYLOSIS-PELVIS
+71856 ANKYLOSIS-LOWER/LEG
+71857 ANKYLOSIS-ANKLE
+71858 ANKYLOSIS-JOINT NEC
+71859 ANKYLOSIS-MULT JOINTS
+71860 PROTRUSIO ACETAB-UNSPEC
+71865 PROTRUSIO ACETABULI NOS
+71870 DEV DISLOCAT JT SITE NOS
+71871 DEV DISLOCAT JOINT-SHLDR
+71872 DEV DISLOCAT JT-UP/ARM
+71873 DEV DISLOCAT JT-FOREARM
+71874 DEV DISLOCAT JOINT-HAND
+71875 DEV DIS JT-PELVIC/THIGH
+71876 DEV DISLOC JT-LOWER LEG
+71877 DEV DISLOC JT-ANKLE/FOOT
+71878 DEV DISLOC JT-SITE NEC
+71879 DEV DISLOC JT-MULT SITES
+71880 JT DERANGMNT NEC-UNSP JT
+71881 JT DERANGMENT NEC-SHLDER
+71882 JT DERANGMENT NEC-UP/ARM
+71883 JT DERANGMNT NEC-FOREARM
+71884 JT DERANGEMENT NEC-HAND
+71885 JT DERANGMENT NEC-PELVIS
+71886 JT DERANGEMENT NEC-L/LEG
+71887 JT DERANGEMENT NEC-ANKLE
+71888 JT DERANGMENT NEC-OTH JT
+71889 JT DERANGEMENT NEC-MULT
+71890 JT DERANGMNT NOS-UNSP JT
+71891 JT DERANGMENT NOS-SHLDER
+71892 JT DERANGMENT NOS-UP/ARM
+71893 JT DERANGMNT NOS-FOREARM
+71894 JT DERANGEMENT NOS-HAND
+71895 JT DERANGMENT NOS-PELVIS
+71897 JT DERANGEMENT NOS-ANKLE
+71898 JT DERANGMENT NOS-OTH JT
+71899 JT DERANGEMENT NOS-MULT
+71900 JOINT EFFUSION-UNSPEC
+71901 JOINT EFFUSION-SHLDER
+71902 JOINT EFFUSION-UP/ARM
+71903 JOINT EFFUSION-FOREARM
+71904 JOINT EFFUSION-HAND
+71905 JOINT EFFUSION-PELVIS
+71906 JOINT EFFUSION-L/LEG
+71907 JOINT EFFUSION-ANKLE
+71908 JOINT EFFUSION-JT NEC
+71909 JOINT EFFUSION-MULT JTS
+71910 HEMARTHROSIS-UNSPEC
+71911 HEMARTHROSIS-SHLDER
+71912 HEMARTHROSIS-UP/ARM
+71913 HEMARTHROSIS-FOREARM
+71914 HEMARTHROSIS-HAND
+71915 HEMARTHROSIS-PELVIS
+71916 HEMARTHROSIS-L/LEG
+71917 HEMARTHROSIS-ANKLE
+71918 HEMARTHROSIS-JT NEC
+71919 HEMARTHROSIS-MULT JTS
+71920 VILLONOD SYNOVIT-UNSPEC
+71921 VILLONOD SYNOVIT-SHLDER
+71922 VILLONOD SYNOVIT-UP/ARM
+71923 VILLONOD SYNOVIT-FOREARM
+71924 VILLONOD SYNOVIT-HAND
+71925 VILLONOD SYNOVIT-PELVIS
+71926 VILLONOD SYNOVIT-L/LEG
+71927 VILLONOD SYNOVIT-ANKLE
+71928 VILLONOD SYNOVIT-JT NEC
+71929 VILLONOD SYNOVIT-MULT JT
+71930 PALINDROM RHEUM-UNSPEC
+71931 PALINDROM RHEUM-SHLDER
+71932 PALINDROM RHEUM-UP/ARM
+71933 PALINDROM RHEUM-FOREARM
+71934 PALINDROM RHEUM-HAND
+71935 PALINDROM RHEUM-PELVIS
+71936 PALINDROM RHEUM-L/LEG
+71937 PALINDROM RHEUM-ANKLE
+71938 PALINDROM RHEUM-JT NEC
+71939 PALINDROM RHEUM-MULT JTS
+71940 JOINT PAIN-UNSPEC
+71941 JOINT PAIN-SHLDER
+71942 JOINT PAIN-UP/ARM
+71943 JOINT PAIN-FOREARM
+71944 JOINT PAIN-HAND
+71945 JOINT PAIN-PELVIS
+71946 JOINT PAIN-L/LEG
+71947 JOINT PAIN-ANKLE
+71948 JOINT PAIN-JT NEC
+71949 JOINT PAIN-MULT JTS
+71950 JT STIFFNESS NEC-UNSPEC
+71951 JT STIFFNESS NEC-SHLDER
+71952 JT STIFFNESS NEC-UP/ARM
+71953 JT STIFFNES NEC-FOREARM
+71954 JT STIFFNESS NEC-HAND
+71955 JT STIFFNESS NEC-PELVIS
+71956 JT STIFFNESS NEC-L/LEG
+71957 JT STIFFNESS NEC-ANKLE
+71958 JT STIFFNESS NEC-OTH JT
+71959 JT STIFFNESS NEC-MULT JT
+71960 JOINT SYMPT NEC-UNSP JT
+71961 JOINT SYMPTOM NEC-SHLDER
+71962 JOINT SYMPTOM NEC-UP/ARM
+71963 JOINT SYMPT NEC-FOREARM
+71964 JOINT SYMPTOM NEC-HAND
+71965 JOINT SYMPTOM NEC-PELVIS
+71966 JOINT SYMPTOM NEC-L/LEG
+71967 JOINT SYMPTOM NEC-ANKLE
+71968 JOINT SYMPTOM NEC-OTH JT
+71969 JOINT SYMPT NEC-MULT JTS
+7197 DIFFICULTY IN WALKING
+71980 JOINT DIS NEC-UNSPEC
+71981 JOINT DIS NEC-SHLDER
+71982 JOINT DIS NEC-UP/ARM
+71983 JOINT DIS NEC-FOREARM
+71984 JOINT DIS NEC-HAND
+71985 JOINT DIS NEC-PELVIS
+71986 JOINT DIS NEC-L/LEG
+71987 JOINT DIS NEC-ANKLE
+71988 JOINT DIS NEC-OTH JT
+71989 JOINT DIS NEC-MULT JTS
+71990 JOINT DIS NOS-UNSPEC JT
+71991 JOINT DIS NOS-SHLDER
+71992 JOINT DIS NOS-UP/ARM
+71993 JOINT DIS NOS-FOREARM
+71994 JOINT DIS NOS-HAND
+71995 JOINT DIS NOS-PELVIS
+71996 JOINT DIS NOS-L/LEG
+71997 JOINT DIS NOS-ANKLE
+71998 JOINT DIS NOS-OTH JT
+71999 JOINT DIS NOS-MULT JTS
+7200 ANKYLOSING SPONDYLITIS
+7201 SPINAL ENTHESOPATHY
+7202 SACROILIITIS NEC
+72081 SPONDYLOPATHY IN OTH DIS
+72089 INFLAM SPONDYLOPATHY NEC
+7209 INFLAM SPONDYLOPATHY NOS
+7210 CERVICAL SPONDYLOSIS
+7211 CERV SPONDYL W MYELOPATH
+7212 THORACIC SPONDYLOSIS
+7213 LUMBOSACRAL SPONDYLOSIS
+72141 SPOND COMPR THOR SP CORD
+72142 SPOND COMPR LUMB SP CORD
+7215 KISSING SPINE
+7216 ANKYL VERT HYPEROSTOSIS
+7217 TRAUMATIC SPONDYLOPATHY
+7218 SPINAL DISORDERS NEC
+72190 SPONDYLOS NOS W/O MYELOP
+72191 SPONDYLOSIS NOS W MYELOP
+7220 CERVICAL DISC DISPLACMNT
+72210 LUMBAR DISC DISPLACEMENT
+72211 THORACIC DISC DISPLACMNT
+7222 DISC DISPLACEMENT NOS
+72230 SCHMORL'S NODES NOS
+72231 SCHMORLS NODE-THORACIC
+72232 SCHMORLS NODE-LUMBAR
+72239 SCHMORLS NODE-REGION NEC
+7224 CERVICAL DISC DEGEN
+72251 THORACIC DISC DEGEN
+72252 LUMB/LUMBOSAC DISC DEGEN
+7226 DISC DEGENERATION NOS
+72270 DISC DIS W MYELOPATH NOS
+72271 CERV DISC DIS W MYELOPAT
+72272 THOR DISC DIS W MYELOPAT
+72273 LUMB DISC DIS W MYELOPAT
+72280 POSTLAMINECTOMY SYND NOS
+72281 POSTLAMINECT SYND-CERV
+72282 POSTLAMINECT SYND-THORAC
+72283 POSTLAMINECT SYND-LUMBAR
+72290 DISC DIS NEC/NOS-UNSPEC
+72291 DISC DIS NEC/NOS-CERV
+72292 DISC DIS NEC/NOS-THORAC
+72293 DISC DIS NEC/NOS-LUMBAR
+7230 CERVICAL SPINAL STENOSIS
+7231 CERVICALGIA
+7232 CERVICOCRANIAL SYNDROME
+7233 CERVICOBRACHIAL SYNDROME
+7234 BRACHIAL NEURITIS NOS
+7235 TORTICOLLIS NOS
+7236 PANNICULITIS OF NECK
+7237 OSSIFICATION CERV LIG
+7238 CERVICAL SYNDROME NEC
+7239 NECK DISORDER/SYMPT NOS
+72400 SPINAL STENOSIS NOS
+72401 SPINAL STENOSIS-THORACIC
+72402 SPINAL STENOSIS-LUMBAR
+72409 SPINAL STENOSIS-OTH SITE
+7241 PAIN IN THORACIC SPINE
+7242 LUMBAGO
+7243 SCIATICA
+7244 LUMBOSACRAL NEURITIS NOS
+7245 BACKACHE NOS
+7246 DISORDERS OF SACRUM
+72470 DISORDER OF COCCYX NOS
+72471 HYPERMOBILITY OF COCCYX
+72479 DISORDER OF COCCYX NEC
+7248 OTHER BACK SYMPTOMS
+7249 BACK DISORDER NOS
+725 POLYMYALGIA RHEUMATICA
+7260 ADHESIVE CAPSULIT SHLDER
+72610 ROTATOR CUFF SYND NOS
+72611 CALCIF TENDINITIS SHLDER
+72612 BICIPITAL TENOSYNOVITIS
+72619 ROTATOR CUFF DIS NEC
+7262 SHOULDER REGION DIS NEC
+72630 ELBOW ENTHESOPATHY NOS
+72631 MEDIAL EPICONDYLITIS
+72632 LATERAL EPICONDYLITIS
+72633 OLECRANON BURSITIS
+72639 ELBOW ENTHESOPATHY NEC
+7264 ENTHESOPATHY OF WRIST
+7265 ENTHESOPATHY OF HIP
+72660 ENTHESOPATHY OF KNEE NOS
+72661 PES ANSERINUS TENDINITIS
+72662 TIBIAL COLL LIG BURSITIS
+72663 FIBULA COLL LIG BURSITIS
+72664 PATELLAR TENDINITIS
+72665 PREPATELLAR BURSITIS
+72669 ENTHESOPATHY OF KNEE NEC
+72670 ANKLE ENTHESOPATHY NOS
+72671 ACHILLES TENDINITIS
+72672 TIBIALIS TENDINITIS
+72673 CALCANEAL SPUR
+72679 ANKLE ENTHESOPATHY NEC
+7268 PERIPH ENTHESOPATHY NEC
+72690 ENTHESOPATHY, SITE NOS
+72691 EXOSTOSIS, SITE NOS
+72700 SYNOVITIS NOS
+72701 SYNOVITIS IN OTH DIS
+72702 GIANT CELL TUMOR TENDON
+72703 TRIGGER FINGER
+72704 RADIAL STYLOID TENOSYNOV
+72705 TENOSYNOV HAND/WRIST NEC
+72706 TENOSYNOVITIS FOOT/ANKLE
+72709 SYNOVITIS NEC
+7271 BUNION
+7272 OCCUPATIONAL BURSITIS
+7273 BURSITIS NEC
+72740 SYNOVIAL CYST NOS
+72741 GANGLION OF JOINT
+72742 GANGLION OF TENDON
+72743 GANGLION NOS
+72749 BURSAL CYST NEC
+72750 RUPTURE OF SYNOVIUM NOS
+72751 POPLITEAL SYNOVIAL CYST
+72759 RUPTURE OF SYNOVIUM NEC
+72760 NONTRAUM TENDON RUPT NOS
+72761 ROTATOR CUFF RUPTURE
+72762 BICEPS TENDON RUPTURE
+72763 RUPT EXTEN TENDON HAND
+72764 RUPT FLEXOR TENDON HAND
+72765 RUPTURE QUADRICEP TENDON
+72766 RUPTURE PATELLAR TENDON
+72767 RUPTURE ACHILLES TENDON
+72768 RUPTURE TENDON FOOT NEC
+72769 NONTRAUM TENDON RUPT NEC
+72781 CONTRACTURE OF TENDON
+72782 CALCIUM DEPOSIT TENDON
+72783 PLICA SYNDROME
+72789 SYNOV/TEND/BURSA DIS NEC
+7279 SYNOV/TEND/BURSA DIS NOS
+7280 INFECTIVE MYOSITIS
+72810 MUSCULAR CALCIFICAT NOS
+72811 PROG MYOSITIS OSSIFICANS
+72812 TRAUM MYOSITIS OSSIFICAN
+72813 POSTOP HETEROTOPIC CALC
+72819 MUSCULAR CALCIFICAT NEC
+7282 MUSC DISUSE ATROPHY NEC
+7283 MUSCLE DISORDERS NEC
+7284 LAXITY OF LIGAMENT
+7285 HYPERMOBILITY SYNDROME
+7286 CONTRACTED PALMAR FASCIA
+72871 PLANTAR FIBROMATOSIS
+72879 FIBROMATOSES NEC
+72881 INTERSTITIAL MYOSITIS
+72882 FB GRANULOMA OF MUSCLE
+72883 NONTRAUM MUSCLE RUPTURE
+72884 DIASTASIS OF MUSCLE
+72885 SPASM OF MUSCLE
+72886 NECROTIZING FASCIITIS
+72887 MUSCLE WEAKNESS-GENERAL
+72888 RHABDOMYOLYSIS
+72889 MUSCLE/LIGAMENT DIS NEC
+7289 MUSCLE/LIGAMENT DIS NOS
+7290 RHEUMATISM NOS
+7291 MYALGIA AND MYOSITIS NOS
+7292 NEURALGIA/NEURITIS NOS
+72930 PANNICULITIS, UNSP SITE
+72931 HYPERTROPHY OF FAT PAD
+72939 PANNICULITIS, SITE NEC
+7294 FASCIITIS NOS
+7295 PAIN IN LIMB
+7296 OLD FB IN SOFT TISSUE
+72981 SWELLING OF LIMB
+72982 CRAMP IN LIMB
+72989 MUSCSKEL SYMPT LIMB NEC
+7299 SOFT TISSUE DIS NEC/NOS
+73000 AC OSTEOMYELITIS-UNSPEC
+73001 AC OSTEOMYELITIS-SHLDER
+73002 AC OSTEOMYELITIS-UP/ARM
+73003 AC OSTEOMYELITIS-FOREARM
+73004 AC OSTEOMYELITIS-HAND
+73005 AC OSTEOMYELITIS-PELVIS
+73006 AC OSTEOMYELITIS-L/LEG
+73007 AC OSTEOMYELITIS-ANKLE
+73008 AC OSTEOMYELITIS NEC
+73009 AC OSTEOMYELITIS-MULT
+73010 CHR OSTEOMYELITIS-UNSP
+73011 CHR OSTEOMYELIT-SHLDER
+73012 CHR OSTEOMYELIT-UP/ARM
+73013 CHR OSTEOMYELIT-FOREARM
+73014 CHR OSTEOMYELIT-HAND
+73015 CHR OSTEOMYELIT-PELVIS
+73016 CHR OSTEOMYELIT-L/LEG
+73017 CHR OSTEOMYELIT-ANKLE
+73018 CHR OSTEOMYELIT NEC
+73019 CHR OSTEOMYELIT-MULT
+73020 OSTEOMYELITIS NOS-UNSPEC
+73021 OSTEOMYELITIS NOS-SHLDER
+73022 OSTEOMYELITIS NOS-UP/ARM
+73023 OSTEOMYELIT NOS-FOREARM
+73024 OSTEOMYELITIS NOS-HAND
+73025 OSTEOMYELITIS NOS-PELVIS
+73026 OSTEOMYELITIS NOS-L/LEG
+73027 OSTEOMYELITIS NOS-ANKLE
+73028 OSTEOMYELIT NOS-OTH SITE
+73029 OSTEOMYELITIS NOS-MULT
+73030 PERIOSTITIS-UNSPEC
+73031 PERIOSTITIS-SHLDER
+73032 PERIOSTITIS-UP/ARM
+73033 PERIOSTITIS-FOREARM
+73034 PERIOSTITIS-HAND
+73035 PERIOSTITIS-PELVIS
+73036 PERIOSTITIS-L/LEG
+73037 PERIOSTITIS-ANKLE
+73038 PERIOSTITIS NEC
+73039 PERIOSTITIS-MULT
+73070 POLIO OSTEOPATHY-UNSPEC
+73071 POLIO OSTEOPATHY-SHLDER
+73072 POLIO OSTEOPATHY-UP/ARM
+73073 POLIO OSTEOPATHY-FOREARM
+73074 POLIO OSTEOPATHY-HAND
+73075 POLIO OSTEOPATHY-PELVIS
+73076 POLIO OSTEOPATHY-L/LEG
+73077 POLIO OSTEOPATHY-ANKLE
+73078 POLIO OSTEOPATHY NEC
+73079 POLIO OSTEOPATHY-MULT
+73080 BONE INFECT NEC-UNSPEC
+73081 BONE INFECT NEC-SHLDER
+73082 BONE INFECT NEC-UP/ARM
+73083 BONE INFECT NEC-FOREARM
+73084 BONE INFECT NEC-HAND
+73085 BONE INFECT NEC-PELVIS
+73086 BONE INFECT NEC-L/LEG
+73087 BONE INFECT NEC-ANKLE
+73088 BONE INFECT NEC-OTH SITE
+73089 BONE INFECT NEC-MULT
+73090 BONE INFEC NOS-UNSP SITE
+73091 BONE INFECT NOS-SHLDER
+73092 BONE INFECT NOS-UP/ARM
+73093 BONE INFECT NOS-FOREARM
+73094 BONE INFECT NOS-HAND
+73095 BONE INFECT NOS-PELVIS
+73096 BONE INFECT NOS-L/LEG
+73097 BONE INFECT NOS-ANKLE
+73098 BONE INFECT NOS-OTH SITE
+73099 BONE INFECT NOS-MULT
+7310 OSTEITIS DEFORMANS NOS
+7311 OSTEITIS DEF IN OTH DIS
+7312 HYPERTROPH OSTEOARTHROP
+7318 BONE INVOLV IN OTH DIS
+7320 JUV OSTEOCHONDROS SPINE
+7321 JUV OSTEOCHONDROS PELVIS
+7322 FEMORAL EPIPHYSIOLYSIS
+7323 JUV OSTEOCHONDROSIS ARM
+7324 JUV OSTEOCHONDROSIS LEG
+7325 JUV OSTEOCHONDROSIS FOOT
+7326 JUV OSTEOCHONDROSIS NEC
+7327 OSTEOCHONDRIT DISSECANS
+7328 OSTEOCHONDROPATHY NEC
+7329 OSTEOCHONDROPATHY NOS
+73300 OSTEOPOROSIS NOS
+73301 SENILE OSTEOPOROSIS
+73302 IDIOPATHIC OSTEOPOROSIS
+73303 DISUSE OSTEOPOROSIS
+73309 OSTEOPOROSIS NEC
+73310 PATH FX UNSPECIFIED SITE
+73311 PATH FX HUMERUS
+73312 PATH FX DSTL RADIUS ULNA
+73313 PATH FX VERTEBRAE
+73314 PATH FX NECK OF FEMUR
+73315 PATH FX OTH SPCF PRT FMR
+73316 PATH FX TIBIA FIBULA
+73319 PATH FX OTH SPECIF SITE
+73320 CYST OF BONE NOS
+73321 SOLITARY BONE CYST
+73322 ANEURYSMAL BONE CYST
+73329 BONE CYST NEC
+7333 HYPEROSTOSIS OF SKULL
+73340 ASEPT NECROSIS BONE NOS
+73341 ASEPTIC NECROSIS HUMERUS
+73342 ASEPTIC NECROSIS FEMUR
+73343 ASEPT NECRO FEMUR CONDYL
+73344 ASEPTIC NECROSIS TALUS
+73349 ASEPT NECROSIS BONE NEC
+7335 OSTEITIS CONDENSANS
+7336 TIETZE'S DISEASE
+7337 ALGONEURODYSTROPHY
+73381 MALUNION OF FRACTURE
+73382 NONUNION OF FRACTURE
+73390 BONE & CARTILAGE DIS NOS
+73391 ARREST OF BONE GROWTH
+73392 CHONDROMALACIA
+73393 STRESS FX TIBIA/FIBULA
+73394 STRESS FX METATARSALS
+73395 STRESS FRACTURE BONE NEC
+73399 BONE & CARTILAGE DIS NEC
+734 FLAT FOOT
+7350 HALLUX VALGUS
+7351 HALLUX VARUS
+7352 HALLUX RIGIDUS
+7353 HALLUX MALLEUS
+7354 OTHER HAMMER TOE
+7355 CLAW TOE
+7358 ACQ DEFORMITY OF TOE NEC
+7359 ACQ DEFORMITY OF TOE NOS
+73600 FOREARM DEFORMITY NOS
+73601 CUBITUS VALGUS
+73602 CUBITUS VARUS
+73603 VALGUS DEFORMITY WRIST
+73604 VARUS DEFORMITY WRIST
+73605 WRIST DROP
+73606 CLAW HAND
+73607 CLUB HAND, ACQUIRED
+73609 FOREARM DEFORMITY NEC
+7361 MALLET FINGER
+73620 ACQ FINGER DEFORMITY NOS
+73621 BOUTONNIERE DEFORMITY
+73622 SWAN-NECK DEFORMITY
+73629 ACQ FINGER DEFORMITY NEC
+73630 ACQ HIP DEFORMITY NOS
+73631 COXA VALGA
+73632 COXA VARA
+73639 ACQ HIP DEFORMITY NEC
+73641 GENU VALGUM
+73642 GENU VARUM
+7365 GENU RECURVATUM
+7366 ACQ KNEE DEFORMITY NEC
+73670 ACQ ANKLE-FOOT DEF NOS
+73671 ACQ EQUINOVARUS
+73672 ACQ EQUINUS DEFORMITY
+73673 CAVUS DEFORMITY OF FOOT
+73674 CLAW FOOT, ACQUIRED
+73675 ACQ CAVOVARUS DEFORMITY
+73676 CALCANEUS DEFORMITY NEC
+73679 ACQ ANKLE-FOOT DEF NEC
+73681 UNEQUAL LEG LENGTH
+73689 OTH ACQ LIMB DEFORMITY
+7369 ACQ LIMB DEFORMITY NOS
+7370 ADOLES POSTURAL KYPHOSIS
+73710 KYPHOSIS NOS
+73711 RADIATION KYPHOSIS
+73712 POSTLAMINECTOMY KYPHOSIS
+73719 KYPHOSIS NEC
+73720 LORDOSIS NOS
+73721 POSTLAMINECTOMY LORDOSIS
+73722 OTH POSTSURGERY LORDOSIS
+73729 LORDOSIS NEC
+73730 IDIOPATHIC SCOLIOSIS
+73731 RESOLV IDIOPATH SCOLIOS
+73732 PROGR IDIOPATH SCOLIOSIS
+73733 RADIATION SCOLIOSIS
+73734 THORACOGENIC SCOLIOSIS
+73739 SCOLIOSIS NEC
+73740 SPIN CURV NOS IN OTH DIS
+73741 KYPHOSIS IN OTH DIS
+73742 LORDOSIS IN OTH DIS
+73743 SCOLIOSIS IN OTH DIS
+7378 CURVATURE OF SPINE NEC
+7379 CURVATURE OF SPINE NOS
+7380 ACQ NOSE DEFORMITY
+73810 UNSPF ACQ DEFORMITY HEAD
+73811 ZYGOMATIC HYPERPLASIA
+73812 ZYGOMATIC HYPOPLASIA
+73819 OTH SPCF DEFORMITY HEAD
+7382 ACQ NECK DEFORMITY
+7383 ACQ CHEST DEFORMITY
+7384 ACQ SPONDYLOLISTHESIS
+7385 OTHER ACQ BACK DEFORMITY
+7386 ACQ PELVIC DEFORMITY
+7387 CAULIFLOWER EAR
+7388 ACQ DEFORMITY NEC
+7389 ACQ DEFORMITY NOS
+7390 SOMAT DYS HEAD REGION
+7391 SOMAT DYSFUNC CERVIC REG
+7392 SOMAT DYSFUNC THORAC REG
+7393 SOMAT DYSFUNC LUMBAR REG
+7394 SOMAT DYSFUNC SACRAL REG
+7395 SOMAT DYSFUNC PELVIC REG
+7396 SOMAT DYSFUNC LOWER EXTR
+7397 SOMAT DYSFUNC UPPER EXTR
+7398 SOMAT DYSFUNC RIB CAGE
+7399 SOMATIC DYSFUNCTION NEC
+7400 ANENCEPHALUS
+7401 CRANIORACHISCHISIS
+7402 INIENCEPHALY
+74100 SPIN BIF W HYDROCEPH NOS
+74101 SPIN BIF W HYDRCEPH-CERV
+74102 SPIN BIF W HYDRCEPH-DORS
+74103 SPIN BIF W HYDRCEPH-LUMB
+74190 SPINA BIFIDA
+74191 SPINA BIFIDA-CERV
+74192 SPINA BIFIDA-DORSAL
+74193 SPINA BIFIDA-LUMBAR
+7420 ENCEPHALOCELE
+7421 MICROCEPHALUS
+7422 REDUCTION DEFORM, BRAIN
+7423 CONGENITAL HYDROCEPHALUS
+7424 BRAIN ANOMALY NEC
+74251 DIASTEMATOMYELIA
+74253 HYDROMYELIA
+74259 SPINAL CORD ANOMALY NEC
+7428 NERVOUS SYSTEM ANOM NEC
+7429 NERVOUS SYSTEM ANOM NOS
+74300 CLINIC ANOPHTHALMOS NOS
+74303 CONGEN CYSTIC EYEBALL
+74306 CRYPTOPHTHALMOS
+74310 MICROPHTHALMOS NOS
+74311 SIMPLE MICROPHTHALMOS
+74312 MICROPHTH W OTH EYE ANOM
+74320 BUPHTHALMOS NOS
+74321 SIMPLE BUPHTHALMOS
+74322 BUPHTHAL W OTH EYE ANOM
+74330 CONGENITAL CATARACT NOS
+74331 CAPSULAR CATARACT
+74332 CORTICAL/ZONULAR CATARAC
+74333 NUCLEAR CATARACT
+74334 CONG TOT/SUBTOT CATARACT
+74335 CONGENITAL APHAKIA
+74336 ANOMALIES OF LENS SHAPE
+74337 CONGENITAL ECTOPIC LENS
+74339 CONG CATAR/LENS ANOM NEC
+74341 ANOM CORNEAL SIZE/SHAPE
+74342 CONG CORNEA OPAC AFF VIS
+74343 CONG CORNEAL OPACIT NEC
+74344 ANOM ANTER CHAMBER-EYE
+74345 ANIRIDIA
+74346 ANOM IRIS & CIL BODY NEC
+74347 ANOMALIES OF SCLERA
+74348 MULT ANOM ANTER SEG-EYE
+74349 ANOM ANTER SEG NEC-EYE
+74351 VITREOUS ANOMALIES
+74352 FUNDUS COLOBOMA
+74353 CONG CHORIORETINAL DEGEN
+74354 CONG FOLD/CYST POST EYE
+74355 CONG MACULAR CHANGE-EYE
+74356 CONG RETINAL CHANGES NEC
+74357 OPTIC DISC ANOMALIES
+74358 VASCULAR ANOM POST EYE
+74359 POST SEGMNT ANOM NEC-EYE
+74361 CONGENITAL PTOSIS
+74362 CONGENITAL EYELID DEFORM
+74363 SPEC ANOM OF EYELID NEC
+74364 SPEC LACRIMAL GLAND ANOM
+74365 SPEC LACRIMAL PASS ANOM
+74366 SPEC ANOMALY OF ORBIT
+74369 ANOM EYELID/LACR/ORB NEC
+7438 EYE ANOMALIES NEC
+7439 EYE ANOMALY NOS
+74400 EAR ANOM NOS/IMPAIR HEAR
+74401 CONG ABSENCE EXT EAR
+74402 EX EAR ANM NEC-IMPR HEAR
+74403 MIDDLE EAR ANOMALY NEC
+74404 ANOMALIES EAR OSSICLES
+74405 ANOMALIES OF INNER EAR
+74409 EAR ANOM NEC/IMPAIR HEAR
+7441 ACCESSORY AURICLE
+74421 CONG ABSENCE OF EAR LOBE
+74422 MACROTIA
+74423 MICROTIA
+74424 EUSTACHIAN TUBE ANOM NEC
+74429 EAR ANOMALIES NEC
+7443 EAR ANOMALY NOS
+74441 BRANCH CLEFT SINUS/FISTU
+74442 BRANCHIAL CLEFT CYST
+74443 CERVICAL AURICLE
+74446 PREAURICULAR SINUS/FISTU
+74447 PREAURICULAR CYST
+74449 BRANCHIAL CLEFT ANOM NEC
+7445 WEBBING OF NECK
+74481 MACROCHEILIA
+74482 MICROCHEILIA
+74483 MACROSTOMIA
+74484 MICROSTOMIA
+74489 CONG FACE/NECK ANOM NEC
+7449 CONG FACE/NECK ANOM NOS
+7450 COMMON TRUNCUS
+74510 COMPL TRANSPOS GREAT VES
+74511 DOUBLE OUTLET RT VENTRIC
+74512 CORRECT TRANSPOS GRT VES
+74519 TRANSPOS GREAT VESS NEC
+7452 TETRALOGY OF FALLOT
+7453 COMMON VENTRICLE
+7454 VENTRICULAR SEPT DEFECT
+7455 SECUNDUM ATRIAL SEPT DEF
+74560 ENDOCARD CUSHION DEF NOS
+74561 OSTIUM PRIMUM DEFECT
+74569 ENDOCARD CUSHION DEF NEC
+7457 COR BILOCULARE
+7458 SEPTAL CLOSURE ANOM NEC
+7459 SEPTAL CLOSURE ANOM NOS
+74600 PULMONARY VALVE ANOM NOS
+74601 CONG PULMON VALV ATRESIA
+74602 CONG PULMON VALVE STENOS
+74609 PULMONARY VALVE ANOM NEC
+7461 CONG TRICUSP ATRES/STEN
+7462 EBSTEIN'S ANOMALY
+7463 CONG AORTA VALV STENOSIS
+7464 CONG AORTA VALV INSUFFIC
+7465 CONGEN MITRAL STENOSIS
+7466 CONG MITRAL INSUFFICIENC
+7467 HYPOPLAS LEFT HEART SYND
+74681 CONG SUBAORTIC STENOSIS
+74682 COR TRIATRIATUM
+74683 INFUNDIB PULMON STENOSIS
+74684 OBSTRUCT HEART ANOM NEC
+74685 CORONARY ARTERY ANOMALY
+74686 CONGENITAL HEART BLOCK
+74687 MALPOSITION OF HEART
+74689 CONG HEART ANOMALY NEC
+7469 CONG HEART ANOMALY NOS
+7470 PATENT DUCTUS ARTERIOSUS
+74710 COARCTATION OF AORTA
+74711 INTERRUPT OF AORTIC ARCH
+74720 CONG ANOM OF AORTA NOS
+74721 ANOMALIES OF AORTIC ARCH
+74722 AORTIC ATRESIA/STENOSIS
+74729 CONG ANOM OF AORTA NEC
+7473 PULMONARY ARTERY ANOM
+74740 GREAT VEIN ANOMALY NOS
+74741 TOT ANOM PULM VEN CONNEC
+74742 PART ANOM PULM VEN CONN
+74749 GREAT VEIN ANOMALY NEC
+7475 UMBILICAL ARTERY ABSENCE
+74760 UNSP PRPHERL VASC ANOMAL
+74761 GSTRONTEST VESL ANOMALY
+74762 RENAL VESSEL ANOMALY
+74763 UPR LIMB VESSEL ANOMALY
+74764 LWR LIMB VESSEL ANOMALY
+74769 OTH SPCF PRPH VSCL ANOML
+74781 CEREBROVASCULAR ANOMALY
+74782 SPINAL VESSEL ANOMALY
+74783 PERSISTENT FETAL CIRC
+74789 CIRCULATORY ANOMALY NEC
+7479 CIRCULATORY ANOMALY NOS
+7480 CHOANAL ATRESIA
+7481 NOSE ANOMALY NEC
+7482 LARYNGEAL WEB
+7483 LARYNGOTRACH ANOMALY NEC
+7484 CONGENITAL CYSTIC LUNG
+7485 AGENESIS OF LUNG
+74860 LUNG ANOMALY NOS
+74861 CONGEN BRONCHIECTASIS
+74869 LUNG ANOMALY NEC
+7488 RESPIRATORY ANOMALY NEC
+7489 RESPIRATORY ANOMALY NOS
+74900 CLEFT PALATE NOS
+74901 UNILAT CLEFT PALATE-COMP
+74902 UNILAT CLEFT PALATE-INC
+74903 BILAT CLEFT PALATE-COMPL
+74904 BILAT CLEFT PALATE-INC
+74910 CLEFT LIP NOS
+74911 UNILAT CLEFT LIP-COMPL
+74912 UNILAT CLEFT LIP-IMCOMPL
+74913 BILAT CLEFT LIP-COMPLETE
+74914 BILAT CLEFT LIP-INCOMPL
+74920 CLEFT PALATE & LIP NOS
+74921 UNIL CLEFT PALAT/LIP-COM
+74922 UNIL CLEFT PALAT/LIP-INC
+74923 BILAT CLFT PALAT/LIP-COM
+74924 BILAT CLFT PALAT/LIP-INC
+74925 CLEFT PALATE & LIP NEC
+7500 TONGUE TIE
+75010 TONGUE ANOMALY NOS
+75011 AGLOSSIA
+75012 CONG ADHESIONS OF TONGUE
+75013 CONG FISSURE OF TONGUE
+75015 CONG MACROGLOSSIA
+75016 MICROGLOSSIA
+75019 TONGUE ANOMALY NEC
+75021 SALIVARY GLAND ABSENCE
+75022 ACCESSORY SALIVARY GLAND
+75023 CONG ATRESIA, SALIV DUCT
+75024 CONG SALIVARY FISTULA
+75025 CONGENITAL LIP FISTULA
+75026 MOUTH ANOMALY NEC
+75027 DIVERTICULUM OF PHARYNX
+75029 PHARYNGEAL ANOMALY NEC
+7503 CONG ESOPH FISTULA/ATRES
+7504 ESOPHAGEAL ANOMALY NEC
+7505 CONG PYLORIC STENOSIS
+7506 CONGENITAL HIATUS HERNIA
+7507 GASTRIC ANOMALY NEC
+7508 UPPER GI ANOMALY NEC
+7509 UPPER GI ANOMALY NOS
+7510 MECKEL'S DIVERTICULUM
+7511 ATRESIA SMALL INTESTINE
+7512 ATRESIA LARGE INTESTINE
+7513 HIRSCHSPRUNG'S DISEASE
+7514 INTESTINAL FIXATION ANOM
+7515 INTESTINAL ANOMALY NEC
+75160 BILIARY & LIVER ANOM NOS
+75161 BILIARY ATRESIA
+75162 CONG CYSTIC LIVER DIS
+75169 BILIARY & LIVER ANOM NEC
+7517 PANCREAS ANOMALIES
+7518 ANOM DIGESTIVE SYST NEC
+7519 ANOM DIGESTIVE SYST NOS
+7520 ANOMALIES OF OVARIES
+75210 TUBAL/BROAD LIG ANOM NOS
+75211 EMBRYONIC CYST OF ADNEXA
+75219 TUBAL/BROAD LIG ANOM NEC
+7522 DOUBLING OF UTERUS
+7523 UTERINE ANOMALY NEC
+75240 CERVIX/FEM GEN ANOM NOS
+75241 EMBRYON CYST FEM GEN NEC
+75242 IMPERFORATE HYMEN
+75249 CERVIX/FEM GEN ANOM NEC
+75251 UNDESCENDED TESTIS
+75252 RETRACTILE TESTIS
+75261 HYPOSPADIAS
+75262 EPISPADIAS
+75263 CONGENITAL CHORDEE
+75264 MICROPENIS
+75265 HIDDEN PENIS
+75269 PENILE ANOMALIES NEC
+7527 INDETERMINATE SEX
+75281 SCROTAL TRANSPOSITION
+75289 GENITAL ORGAN ANOM NEC
+7529 GENITAL ORGAN ANOM NOS
+7530 RENAL AGENESIS
+75310 CYSTIC KIDNEY DISEAS NOS
+75311 CONGENITAL RENAL CYST
+75312 POLYCYSTIC KIDNEY NOS
+75313 POLYCYST KID-AUTOSOM DOM
+75314 POLYCYST KID-AUTOSOM REC
+75315 RENAL DYSPLASIA
+75316 MEDULLARY CYSTIC KIDNEY
+75317 MEDULLARY SPONGE KIDNEY
+75319 CYSTIC KIDNEY DISEAS NEC
+75320 OBS DFCT REN PLV&URT NOS
+75321 CONGEN OBST URTROPLV JNC
+75322 CONG OBST URETEROVES JNC
+75323 CONGENITAL URETEROCELE
+75329 OBST DEF REN PLV&URT NEC
+7533 KIDNEY ANOMALY NEC
+7534 URETERAL ANOMALY NEC
+7535 BLADDER EXSTROPHY
+7536 CONGEN URETHRAL STENOSIS
+7537 ANOMALIES OF URACHUS
+7538 CYSTOURETHRAL ANOM NEC
+7539 URINARY ANOMALY NOS
+7540 CONG SKULL/FACE/JAW DEF
+7541 CONGENITAL TORTICOLLIS
+7542 CONG POSTURAL DEFORMITY
+75430 CONG HIP DISLOC, UNILAT
+75431 CONGEN HIP DISLOC, BILAT
+75432 CONG HIP SUBLUX, UNILAT
+75433 CONG HIP SUBLUX, BILAT
+75435 CONG HIP DISLOC W SUBLUX
+75440 CONG GENU RECURVATUM
+75441 CONG KNEE DISLOCATION
+75442 CONGEN BOWING OF FEMUR
+75443 CONG BOWING TIBIA/FIBULA
+75444 CONG BOWING LEG NOS
+75450 TALIPES VARUS
+75451 TALIPES EQUINOVARUS
+75452 METATARSUS PRIMUS VARUS
+75453 METATARSUS VARUS
+75459 CONG VARUS FOOT DEF NEC
+75460 TALIPES VALGUS
+75461 CONGENITAL PES PLANUS
+75462 TALIPES CALCANEOVALGUS
+75469 CONG VALGUS FOOT DEF NEC
+75470 TALIPES NOS
+75471 TALIPES CAVUS
+75479 CONG FOOT DEFORM NEC
+75481 PECTUS EXCAVATUM
+75482 PECTUS CARINATUM
+75489 NONTERATOGENIC ANOM NEC
+75500 POLYDACTYLY NOS
+75501 POLYDACTYLY, FINGERS
+75502 POLYDACTYLY, TOES
+75510 SYNDACTYLY, MULTIPLE/NOS
+75511 SYNDACTYL FING-NO FUSION
+75512 SYNDACTYL FING W FUSION
+75513 SYNDACTYL TOE-NO FUSION
+75514 SYNDACTYL TOE W FUSION
+75520 REDUC DEFORM UP LIMB NOS
+75521 TRANSVERSE DEFIC ARM
+75522 LONGITUD DEFIC ARM NEC
+75523 COMBIN LONGIT DEFIC ARM
+75524 LONGITUDIN DEFIC HUMERUS
+75525 LONGITUD DEFIC RADIOULNA
+75526 LONGITUD DEFIC RADIUS
+75527 LONGITUDINAL DEFIC ULNA
+75528 LONGITUDINAL DEFIC HAND
+75529 LONGITUD DEFIC PHALANGES
+75530 REDUCTION DEFORM LEG NOS
+75531 TRANSVERSE DEFIC LEG
+75532 LONGITUDIN DEFIC LEG NEC
+75533 COMB LONGITUDIN DEF LEG
+75534 LONGITUDINAL DEFIC FEMUR
+75535 TIBIOFIBULA LONGIT DEFIC
+75536 LONGITUDINAL DEFIC TIBIA
+75537 LONGITUDIN DEFIC FIBULA
+75538 LONGITUDINAL DEFIC FOOT
+75539 LONGITUD DEFIC PHALANGES
+7554 REDUCT DEFORM LIMB NOS
+75550 UPPER LIMB ANOMALY NOS
+75551 CONG DEFORMITY-CLAVICLE
+75552 CONG ELEVATION-SCAPULA
+75553 RADIOULNAR SYNOSTOSIS
+75554 MADELUNG'S DEFORMITY
+75555 ACROCEPHALOSYNDACTYLY
+75556 ACCESSORY CARPAL BONES
+75557 MACRODACTYLIA (FINGERS)
+75558 CONGENITAL CLEFT HAND
+75559 UPPER LIMB ANOMALY NEC
+75560 LOWER LIMB ANOMALY NOS
+75561 CONGENITAL COXA VALGA
+75562 CONGENITAL COXA VARA
+75563 CONG HIP DEFORMITY NEC
+75564 CONG KNEE DEFORMITY
+75565 MACRODACTYLIA OF TOES
+75566 ANOMALIES OF TOES NEC
+75567 ANOMALIES OF FOOT NEC
+75569 LOWER LIMB ANOMALY NEC
+7558 CONGEN LIMB ANOMALY NEC
+7559 CONGEN LIMB ANOMALY NOS
+7560 ANOMAL SKULL/FACE BONES
+75610 ANOMALY OF SPINE NOS
+75611 LUMBOSACR SPONDYLOLYSIS
+75612 SPONDYLOLISTHESIS
+75613 CONG ABSENCE OF VERTEBRA
+75614 HEMIVERTEBRA
+75615 CONGEN FUSION OF SPINE
+75616 KLIPPEL-FEIL SYNDROME
+75617 SPINA BIFIDA OCCULTA
+75619 ANOMALY OF SPINE NEC
+7562 CERVICAL RIB
+7563 RIB & STERNUM ANOMAL NEC
+7564 CHONDRODYSTROPHY
+75650 OSTEODYSTROPHY NOS
+75651 OSTEOGENESIS IMPERFECTA
+75652 OSTEOPETROSIS
+75653 OSTEOPOIKILOSIS
+75654 POLYOSTOTIC FIBROS DYSPL
+75655 CHONDROECTODERM DYSPLAS
+75656 MULT EPIPHYSEAL DYSPLAS
+75659 OSTEODYSTROPHY NEC
+7566 ANOMALIES OF DIAPHRAGM
+75670 CONGN ANOML ABD WALL NOS
+75671 PRUNE BELLY SYNDROME
+75679 CONGN ANOML ABD WALL NEC
+75681 ABSENCE OF MUSCLE/TENDON
+75682 ACCESSORY MUSCLE
+75683 EHLERS-DANLOS SYNDROME
+75689 SOFT TISSUE ANOMALY NEC
+7569 MUSCULOSKEL ANOM NEC/NOS
+7570 HEREDITARY EDEMA OF LEGS
+7571 ICHTHYOSIS CONGENITA
+7572 DERMATOGLYPHIC ANOMALIES
+75731 CONG ECTODERMAL DYSPLAS
+75732 VASCULAR HAMARTOMAS
+75733 CONG SKIN PIGMENT ANOMAL
+75739 SKIN ANOMALY NEC
+7574 HAIR ANOMALIES NEC
+7575 NAIL ANOMALIES NEC
+7576 BREAST ANOMALIES NEC
+7578 OTH INTEGUMENT ANOMALIES
+7579 INTEGUMENT ANOMALY NOS
+7580 DOWN'S SYNDROME
+7581 PATAU'S SYNDROME
+7582 EDWARDS' SYNDROME
+75831 CRI-DU-CHAT SYNDROME
+75832 VELO-CARDIO-FACIAL SYND
+75833 MICRODELETIONS NEC
+75839 AUTOSOMAL DELETIONS NEC
+7584 BALANCE AUTOSOM TRANSLOC
+7585 AUTOSOMAL ANOMALIES NEC
+7586 GONADAL DYSGENESIS
+7587 KLINEFELTER'S SYNDROME
+75881 OTH COND DUE TO SEX CHRM
+75889 OTH CON D/T CHRM ANM NEC
+7589 CHROMOSOME ANOMALY NOS
+7590 ANOMALIES OF SPLEEN
+7591 ADRENAL GLAND ANOMALY
+7592 ENDOCRINE ANOMALY NEC
+7593 SITUS INVERSUS
+7594 CONJOINED TWINS
+7595 TUBEROUS SCLEROSIS
+7596 HAMARTOSES NEC
+7597 MULT CONGEN ANOMAL NEC
+75981 PRADER-WILLI SYNDROME
+75982 MARFAN SYNDROME
+75983 FRAGILE X SYNDROME
+75989 SPECFIED CONG ANOMAL NEC
+7599 CONGENITAL ANOMALY NOS
+7600 MATERN HYPERTEN AFF NB
+7601 MATERN URINE DIS AFF NB
+7602 MATERNAL INFEC AFF NB
+7603 MATERN CARDIORESP AFF NB
+7604 MATERN NUTRIT DIS AFF NB
+7605 MATERNAL INJURY AFF NB
+7606 SURG OP ON MOTHER AFF NB
+76070 NOX SUB NOS AFF NB/FETUS
+76071 MATERNL ALC AFF NB/FETUS
+76072 MATERN NARC AFF NB/FETUS
+76073 MATERN HALLUC AF NB/FET
+76074 MAT ANTI-INF AFF NB/FET
+76075 MAT COCAINE AFF NB/FET
+76076 MATERNAL DES AF NB/FETUS
+76077 MAT ANTICONV AFF NB/FET
+76078 MAT ANTIMETABOL AFF NB
+76079 NOX SUB NEC AFF NB/FETUS
+7608 MATERNAL COND NEC AFF NB
+7609 MATERNAL COND NOS AFF NB
+7610 INCOMPETNT CERVIX AFF NB
+7611 PREMAT RUPT MEMB AFF NB
+7612 OLIGOHYDRAMNIOS AFF NB
+7613 POLYHYDRAMNIOS AFF NB
+7614 ECTOPIC PREGNANCY AFF NB
+7615 MULT PREGNANCY AFF NB
+7616 MATERNAL DEATH AFF NB
+7617 ANTEPART MALPRES AFF NB
+7618 MATERN COMPL NEC AFF NB
+7619 MATERN COMPL NOS AFF NB
+7620 PLACENTA PREVIA AFF NB
+7621 PLACENTA HEM NEC AFF NB
+7622 ABN PLAC NEC/NOS AFF NB
+7623 PLACENT TRANSFUSION SYN
+7624 PROLAPSED CORD AFF NB
+7625 OTH UMBIL CORD COMPRESS
+7626 UMBIL COND NEC AFF NB
+7627 CHORIOAMNIONITIS AFF NB
+7628 ABN AMNION NEC AFF NB
+7629 ABN AMNION NOS AFF NB
+7630 BREECH DEL/EXTRAC AFF NB
+7631 MALPOS/DISPRO NEC AFF NB
+7632 FORCEPS DELIVERY AFF NB
+7633 VACUUM EXTRAC DEL AFF NB
+7634 CESAREAN DELIVERY AFF NB
+7635 MAT ANESTH/ANALG AFF NB
+7636 PRECIPITATE DEL AFF NB
+7637 ABN UTERINE CONTR AFF NB
+76381 AB FTL HRT RT/RH B/F LAB
+76382 AB FTL HRT RT/RH DUR LAB
+76383 AB FTL HRT RT/RHY NOS
+76384 MECONIUM DUR DEL AFF NB
+76389 COMPL DEL NEC AFF NB
+7639 COMPL DELIV NOS AFF NB
+76400 LIGHT-FOR-DATES WTNOS
+76401 LIGHT-FOR-DATES <500G
+76402 LT-FOR-DATES 500-749G
+76403 LT-FOR-DATES 750-999G
+76404 LT-FOR-DATES 1000-1249G
+76405 LT-FOR-DATES 1250-1499G
+76406 LT-FOR-DATES 1500-1749G
+76407 LT-FOR-DATES 1750-1999G
+76408 LT-FOR-DATES 2000-2499G
+76409 LT-FOR-DATES 2500+G
+76410 LT-FOR-DATE W/MAL WTNOS
+76411 LT-FOR-DATE W/MAL <500G
+76412 LT-DATE W/MAL 500-749G
+76413 LT-DATE W/MAL 750-999G
+76414 LT-DATE W/MAL 1000-1249G
+76415 LT-DATE W/MAL 1250-1499G
+76416 LT-DATE W/MAL 1500-1749G
+76417 LT-DATE W/MAL 1750-1999G
+76418 LT-DATE W/MAL 2000-2499G
+76419 LT-FOR-DATE W/MAL 2500+G
+76420 FETAL MALNUTRITION WTNOS
+76421 FETAL MALNUTRITION <500G
+76422 FETAL MALNUTR 500-749G
+76423 FETAL MAL 750-999G
+76424 FETAL MAL 1000-1249G
+76425 FETAL MAL 1250-1499G
+76426 FETAL MAL 1500-1749G
+76427 FETAL MALNUTR 1750-1999G
+76428 FETAL MALNUTR 2000-2499G
+76429 FETAL MALNUTR 2500+G
+76490 FET GROWTH RETARD WTNOS
+76491 FET GROWTH RETARD <500G
+76492 FET GROWTH RET 500-749G
+76493 FET GROWTH RET 750-999G
+76494 FET GRWTH RET 1000-1249G
+76495 FET GRWTH RET 1250-1499G
+76496 FET GRWTH RET 1500-1749G
+76497 FET GRWTH RET 1750-1999G
+76498 FET GRWTH RET 2000-2499G
+76499 FET GROWTH RET 2500+G
+76500 EXTREME IMMATUR WTNOS
+76501 EXTREME IMMATUR <500G
+76502 EXTREME IMMATUR 500-749G
+76503 EXTREME IMMATUR 750-999G
+76504 EXTREME IMMAT 1000-1249G
+76505 EXTREME IMMAT 1250-1499G
+76506 EXTREME IMMAT 1500-1749G
+76507 EXTREME IMMAT 1750-1999G
+76508 EXTREME IMMAT 2000-2499G
+76509 EXTREME IMMAT 2500+G
+76510 PRETERM INFANT NEC WTNOS
+76511 PRETERM NEC <500G
+76512 PRETERM NEC 500-749G
+76513 PRETERM NEC 750-999G
+76514 PRETERM NEC 1000-1249G
+76515 PRETERM NEC 1250-1499G
+76516 PRETERM NEC 1500-1749G
+76517 PRETERM NEC 1750-1999G
+76518 PRETERM NEC 2000-2499G
+76519 PRETERM NEC 2500+G
+76520 WEEKS OF GESTATION NOS
+76521 <24 COMP WKS GESTATION
+76522 24 COMP WEEKS GESTATION
+76523 25-26 COMP WKS GESTATION
+76524 27-28 COMP WKS GESTATION
+76525 29-30 COMP WKS GESTATION
+76526 31-32 COMP WKS GESTATION
+76527 33-34 COMP WKS GESTATION
+76528 35-36 COMP WKS GESTATION
+76529 37+ COMP WKS GESTATION
+7660 EXCEPTIONALLY LARGE BABY
+7661 HEAVY-FOR-DATE INFAN NEC
+76621 POST-TERM INFANT
+76622 PROLONG GESTATION-INFANT
+7670 CEREBRAL HEM AT BIRTH
+76711 EPICRANIAL SUBAPO HEMORR
+76719 INJURIES TO SCALP NEC
+7672 CLAVICLE FX AT BIRTH
+7673 BONE INJURY NEC AT BIRTH
+7674 SPINAL CORD INJ AT BIRTH
+7675 FACIAL NERVE INJ-BIRTH
+7676 BRACH PLEXUS INJ-BIRTH
+7677 NERVE INJ NEC AT BIRTH
+7678 BIRTH TRAUMA NEC
+7679 BIRTH TRAUMA NOS
+7680 FETAL DEATH-ANOXIA NOS
+7681 FET DEATH-ANOXIA DUR LAB
+7682 FET DISTRESS BEFOR LABOR
+7683 FETAL DISTRESS DUR LABOR
+7684 FETAL DISTRESS NOS
+7685 SEVERE BIRTH ASPHYXIA
+7686 MILD/MOD BIRTH ASPHYXIA
+7689 BIRTH ASPHYXIA NOS
+769 RESPIRATORY DISTRESS SYN
+7700 CONGENITAL PNEUMONIA
+77010 MECONIUM ASP NOS
+77011 MECONIUM ASP WO RESP SYM
+77012 MECONIUM ASP W RESP SYMP
+77013 AMNIOTC ASP W/O RESP SYM
+77014 AMNIOTIC ASP W RESP SYM
+77015 BLOOD ASP W/O RESP SYMPT
+77016 BLOOD ASP W RESP SYMPT
+77017 NB ASP W/O RESP SYMP NEC
+77018 NB ASP W RESP SYMP NEC
+7702 NB INTERSTIT EMPHYSEMA
+7703 NB PULMONARY HEMORRHAGE
+7704 PRIMARY ATELECTASIS
+7705 NB ATELECTASIS NEC/NOS
+7706 NB TRANSITORY TACHYPNEA
+7707 PERINATAL CHR RESP DIS
+77081 PRIMARY APNEA OF NEWBORN
+77082 OTHER APNEA OF NEWBORN
+77083 CYANOTIC ATTACK, NEWBORN
+77084 RESP FAILURE OF NEWBORN
+77085 STOMCH CONT ASP W/O RESP
+77086 STOMACH CONT ASP W RESP
+77089 RESP PROB AFTER BRTH NEC
+7709 NB RESPIRATORY COND NOS
+7710 CONGENITAL RUBELLA
+7711 CONG CYTOMEGALOVIRUS INF
+7712 CONGENITAL INFEC NEC
+7713 TETANUS NEONATORUM
+7714 OMPHALITIS OF NEWBORN
+7715 NEONATAL INFEC MASTITIS
+7716 NEONATAL CONJUNCTIVITIS
+7717 NEONATAL CANDIDA INFECT
+77181 NB SEPTICEMIA [SEPSIS]
+77182 NB URINARY TRACT INFECTN
+77183 BACTEREMIA OF NEWBORN
+77189 PERINATAL INFECTION NEC
+7720 FETAL BLOOD LOSS NEC
+77210 NB INTRAVEN HEM NOS
+77211 NB INTRAVEN HEM,GRADE I
+77212 NB INTRAVEN HEM,GRADE II
+77213 NB INTRAVN HEM,GRADE III
+77214 NB INTRAVEN HEM,GRADE IV
+7722 NB SUBARACHNOID HEMORR
+7723 POST-BIRTH UMBIL HEMORR
+7724 NB GI HEMORRHAGE
+7725 NB ADRENAL HEMORRHAGE
+7726 NB CUTANEOUS HEMORRHAGE
+7728 NEONATAL HEMORRHAGE NEC
+7729 NEONATAL HEMORRHAGE NOS
+7730 NB HEMOLYT DIS:RH ISOIMM
+7731 NB HEMOLYT DIS-ABO ISOIM
+7732 NB HEMOLYT DIS-ISOIM NEC
+7733 HYDROPS FETALIS:ISOIMM
+7734 NB KERNICTERUS:ISOIMMUN
+7735 NB LATE ANEMIA:ISOIMMUN
+7740 PERINAT JAUND-HERED ANEM
+7741 PERINAT JAUND:HEMOLYSIS
+7742 NEONAT JAUND PRETERM DEL
+77430 DELAY CONJUGAT JAUND NOS
+77431 NEONAT JAUND IN OTH DIS
+77439 DELAY CONJUGAT JAUND NEC
+7744 FETAL/NEONATAL HEPATITIS
+7745 PERINATAL JAUNDICE NEC
+7746 FETAL/NEONATAL JAUND NOS
+7747 NB KERNICTERUS
+7750 INFANT DIABET MOTHER SYN
+7751 NEONAT DIABETES MELLITUS
+7752 NEONAT MYASTHENIA GRAVIS
+7753 NEONATAL THYROTOXICOSIS
+7754 HYPOCALCEM/HYPOMAGNES NB
+7755 NEONATAL DEHYDRATION
+7756 NEONATAL HYPOGLYCEMIA
+7757 LATE METAB ACIDOSIS NB
+7758 TRANSIENT MET DIS NB NEC
+7759 TRANSIENT MET DIS NB NOS
+7760 NB HEMORRHAGIC DISEASE
+7761 NEONATAL THROMBOCYTOPEN
+7762 DISSEM INTRAVASC COAG NB
+7763 OTH NEONATAL COAG DIS
+7764 POLYCYTHEMIA NEONATORUM
+7765 CONGENITAL ANEMIA
+7766 ANEMIA OF PREMATURITY
+7767 NEONATAL NEUTROPENIA
+7768 TRANSIENT HEMAT DIS NEC
+7769 NB HEMATOLOGICAL DIS NOS
+7771 MECONIUM OBSTRUCTION
+7772 INTEST OBST-INSPISS MILK
+7773 SWALLOWED BLOOD SYNDROME
+7774 TRANSITORY ILEUS OF NB
+7775 NECROT ENTEROCOLITIS NB
+7776 PERINATAL INTEST PERFOR
+7778 PERINAT GI SYS DIS NEC
+7779 PERINAT GI SYS DIS NOS
+7780 HYDROPS FETALIS NO ISOIM
+7781 SCLEREMA NEONATORUM
+7782 NB COLD INJURY SYNDROME
+7783 NB HYPOTHERMIA NEC
+7784 NB TEMP REGULAT DIS NEC
+7785 EDEMA OF NEWBORN NEC/NOS
+7786 CONGENITAL HYDROCELE
+7787 NB BREAST ENGORGEMENT
+7788 NB INTEGUMENT COND NEC
+7789 NB INTEGUMENT COND NOS
+7790 CONVULSIONS IN NEWBORN
+7791 NB CEREB IRRIT NEC/NOS
+7792 CNS DYSFUNCTION SYN NB
+7793 NB FEEDING PROBLEMS
+7794 NB DRUG REACTION/INTOXIC
+7795 NB DRUG WITHDRAWAL SYNDR
+7796 TERMINATION OF PREGNANCY
+7797 PERIVENT LEUKOMALACIA
+77981 NEONATAL BRADYCARDIA
+77982 NEONATAL TACHYCARDIA
+77983 DELAY SEPARATE UMBL CORD
+77984 MECONIUM STAINING
+77989 PERINATAL CONDITION NEC
+7799 PERINATAL CONDITION NOS
+78001 COMA
+78002 TRANS ALTER AWARENESS
+78003 PERSISTENT VEGTV STATE
+78009 OTHER ALTER CONSCIOUSNES
+7801 HALLUCINATIONS
+7802 SYNCOPE AND COLLAPSE
+78031 FEBRILE CONVULSIONS
+78039 CONVULSIONS NEC
+7804 DIZZINESS AND GIDDINESS
+78050 SLEEP DISTURBANCE NOS
+78051 INSOMN W SLEEP APNEA NOS
+78052 INSOMNIA NOS
+78053 HYPERSOM W SLP APNEA NOS
+78054 HYPERSOMNIA NOS
+78055 IRREG SLEEP-WAKE RHY NOS
+78056 SLEEP STAGE DYSFUNCTIONS
+78057 SLEEP APNEA NOS
+78058 SLEEP REL MOVE DISOR NOS
+78059 SLEEP DISTURBANCES NEC
+7806 FEVER
+78071 CHRONIC FATIGUE SYNDROME
+78079 MALAISE AND FATIGUE NEC
+7808 GENERALIZD HYPERHIDROSIS
+78091 FUSSY INFANT/BABY
+78092 EXCESS CRY INFANT/BABY
+78093 MEMORY LOSS
+78094 EARLY SATIETY
+78095 EXCESSIVE CRYING NEC
+78099 OTHER GENERAL SYMPTOMS
+7810 ABN INVOLUN MOVEMENT NEC
+7811 SMELL & TASTE DISTURB
+7812 ABNORMALITY OF GAIT
+7813 LACK OF COORDINATION
+7814 TRANSIENT LIMB PARALYSIS
+7815 CLUBBING OF FINGERS
+7816 MENINGISMUS
+7817 TETANY
+7818 NEUROLOGIC NEGLECT SYNDR
+78191 LOSS OF HEIGHT
+78192 ABNORMAL POSTURE
+78193 OCULAR TORTICOLLIS
+78194 FACIAL WEAKNESS
+78199 NERVE/MUSCULSKEL SYM NEC
+7820 SKIN SENSATION DISTURB
+7821 NONSPECIF SKIN ERUPT NEC
+7822 LOCAL SUPRFICIAL SWELLNG
+7823 EDEMA
+7824 JAUNDICE NOS
+7825 CYANOSIS
+78261 PALLOR
+78262 FLUSHING
+7827 SPONTANEOUS ECCHYMOSES
+7828 CHANGES IN SKIN TEXTURE
+7829 INTEGUMENT TISS SYMP NEC
+7830 ANOREXIA
+7831 ABNORMAL WEIGHT GAIN
+78321 ABNORMAL LOSS OF WEIGHT
+78322 UNDERWEIGHT
+7833 FEEDING PROBLEM
+78340 LACK NORM PHYSIO DEV NOS
+78341 FAILURE TO THRIVE-CHILD
+78342 DELAYED MILESTONES
+78343 SHORT STATURE
+7835 POLYDIPSIA
+7836 POLYPHAGIA
+7837 FAILURE TO THRIVE-ADULT
+7839 NUTR/METAB/DEVEL SYM NEC
+7840 HEADACHE
+7841 THROAT PAIN
+7842 SWELLING IN HEAD & NECK
+7843 APHASIA
+78440 VOICE DISTURBANCE NOS
+78441 APHONIA
+78449 VOICE DISTURBANCE NEC
+7845 SPEECH DISTURBANCE NEC
+78460 SYMBOLIC DYSFUNCTION NOS
+78461 ALEXIA AND DYSLEXIA
+78469 SYMBOLIC DYSFUNCTION NEC
+7847 EPISTAXIS
+7848 HEMORRHAGE FROM THROAT
+7849 SYMP INVOL HEAD/NECK NEC
+7850 TACHYCARDIA NOS
+7851 PALPITATIONS
+7852 CARDIAC MURMURS NEC
+7853 ABNORM HEART SOUNDS NEC
+7854 GANGRENE
+78550 SHOCK NOS
+78551 CARDIOGENIC SHOCK
+78552 SEPTIC SHOCK
+78559 SHOCK W/O TRAUMA NEC
+7856 ENLARGEMENT LYMPH NODES
+7859 CARDIOVAS SYS SYMP NEC
+78600 RESPIRATORY ABNORM NOS
+78601 HYPERVENTILATION
+78602 ORTHOPNEA
+78603 APNEA
+78604 CHEYNE-STOKES RESPIRATN
+78605 SHORTNESS OF BREATH
+78606 TACHYPNEA
+78607 WHEEZING
+78609 RESPIRATORY ABNORM NEC
+7861 STRIDOR
+7862 COUGH
+7863 HEMOPTYSIS
+7864 ABNORMAL SPUTUM
+78650 CHEST PAIN NOS
+78651 PRECORDIAL PAIN
+78652 PAINFUL RESPIRATION
+78659 CHEST PAIN NEC
+7866 CHEST SWELLING/MASS/LUMP
+7867 ABNORMAL CHEST SOUNDS
+7868 HICCOUGH
+7869 RESP SYS/CHEST SYMP NEC
+78701 NAUSEA WITH VOMITING
+78702 NAUSEA ALONE
+78703 VOMITING ALONE
+7871 HEARTBURN
+7872 DYSPHAGIA
+7873 FLATUL/ERUCTAT/GAS PAIN
+7874 VISIBLE PERISTALSIS
+7875 ABNORMAL BOWEL SOUNDS
+7876 INCONTINENCE OF FECES
+7877 ABNORMAL FECES
+78791 DIARRHEA
+78799 DIGESTVE SYST SYMPTM NEC
+7880 RENAL COLIC
+7881 DYSURIA
+78820 RETENTION URINE NOS
+78821 INCMPLET BLDDER EMPTYING
+78829 OTH SPCF RETENTION URINE
+78830 URINARY INCONTINENCE NOS
+78831 URGE INCONTINENCE
+78832 STRESS INCONTINENCE MALE
+78833 MIXED INCONTINENCE
+78834 INCONTNCE WO SENSR AWARE
+78835 POST-VOID DRIBBLING
+78836 NOCTURNAL ENURESIS
+78837 CONTINUOUS LEAKAGE
+78838 OVERFLOW INCONTINENCE
+78839 OTH URINRY INCONTINENCE
+78841 URINARY FREQUENCY
+78842 POLYURIA
+78843 NOCTURIA
+7885 OLIGURIA & ANURIA
+78861 SPLITTING URINARY STREAM
+78862 SLOWING URINARY STREAM
+78863 URGENCY OF URINATION
+78869 OTH ABNORMALT URINATION
+7887 URETHRAL DISCHARGE
+7888 EXTRAVASATION OF URINE
+7889 URINARY SYS SYMPTOM NEC
+78900 ABDMNAL PAIN UNSPCF SITE
+78901 ABDMNAL PAIN RT UPR QUAD
+78902 ABDMNAL PAIN LFT UP QUAD
+78903 ABDMNAL PAIN RT LWR QUAD
+78904 ABDMNAL PAIN LT LWR QUAD
+78905 ABDMNAL PAIN PERIUMBILIC
+78906 ABDMNAL PAIN EPIGASTRIC
+78907 ABDMNAL PAIN GENERALIZED
+78909 ABDMNAL PAIN OTH SPCF ST
+7891 HEPATOMEGALY
+7892 SPLENOMEGALY
+78930 ABDMNAL MASS UNSPCF SITE
+78931 ABDMNAL MASS RT UPR QUAD
+78932 ABDMNAL MASS LFT UP QUAD
+78933 ABDMNAL MASS RT LWR QUAD
+78934 ABDMNAL MASS LT LWR QUAD
+78935 ABDMNAL MASS PERIUMBILIC
+78936 ABDMNAL MASS EPIGASTRIC
+78937 ABDMNAL MASS GENERALIZED
+78939 ABDMNAL MASS OTH SPCF ST
+78940 ABDMNAL RGDT UNSPCF SITE
+78941 ABDMNAL RGDT RT UPR QUAD
+78942 ABDMNAL RGDT LFT UP QUAD
+78943 ABDMNAL RGDT RT LWR QUAD
+78944 ABDMNAL RGDT LT LWR QUAD
+78945 ABDMNAL RGDT PERIUMBILIC
+78946 ABDMNAL RGDT EPIGASTRIC
+78947 ABDMNAL RGDT GENERALIZED
+78949 ABDMNAL RGDT OTH SPCF ST
+7895 ASCITES
+78960 ABDMNAL TNDR UNSPCF SITE
+78961 ABDMNAL TNDR RT UPR QUAD
+78962 ABDMNAL TNDR LFT UP QUAD
+78963 ABDMNAL TNDR RT LWR QUAD
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+78965 ABDMNAL TNDR PERIUMBILIC
+78966 ABDMNAL TNDR EPIGASTRIC
+78967 ABDMNAL TNDR GENERALIZED
+78969 ABDMNAL TNDR OTH SPCF ST
+7899 ABDOMEN/PELVIS SYMP NEC
+79001 DROP, HEMATOCRIT, PRECIP
+79009 ABNORMAL RBC NEC
+7901 ELEVATED SEDIMENT RATE
+79021 IMPAIRED FASTING GLUCOSE
+79022 IMPAIRED ORAL GLUCSE TOL
+79029 ABNORMAL GLUCOSE NEC
+7903 EXCESS BLOOD-ALCOHOL LEV
+7904 ELEV TRANSAMINASE/LDH
+7905 ABN SERUM ENZY LEVEL NEC
+7906 ABN BLOOD CHEMISTRY NEC
+7907 BACTEREMIA
+7908 VIREMIA NOS
+79091 ABNRML ART BLOOD GASES
+79092 ABNRML COAGULTION PRFILE
+79093 ELVTD PRSTATE SPCF ANTGN
+79094 EUTHYROID SICK SYNDROME
+79095 ELEV C-REACTIVE PROTEIN
+79099 OTH NSPCF FINDING BLOOD
+7910 PROTEINURIA
+7911 CHYLURIA
+7912 HEMOGLOBINURIA
+7913 MYOGLOBINURIA
+7914 BILIURIA
+7915 GLYCOSURIA
+7916 ACETONURIA
+7917 OTH CELLS/CASTS IN URINE
+7919 ABN URINE FINDINGS NEC
+7920 ABN FND-CEREBROSPINAL FL
+7921 ABN FIND-STOOL CONTENTS
+7922 ABN FINDINGS-SEMEN
+7923 ABN FIND-AMNIOTIC FLUID
+7924 ABN FINDINGS-SALIVA
+7925 CLOUDY DIALYSIS EFFLUENT
+7929 ABN FIND-BODY SUBST NEC
+7930 ABN FINDING-SKULL & HEAD
+7931 ABN FINDINGS-LUNG FIELD
+7932 ABN FD-INTRATHOR ORG NEC
+7933 ABN FIND-BILIARY TRACT
+7934 ABN FINDINGS-GI TRACT
+7935 ABN FINDINGS-GU ORGANS
+7936 ABN FIND-ABDOMINAL AREA
+7937 ABN FIND-MUSCULOSKEL SYS
+79380 AB MAMMOGRAM NOS
+79381 MAMMOGRAPHIC MICROCALCIF
+79389 AB FINDINGS-BREAST NEC
+7939 ABN FIND-BODY STRUCT NEC
+79400 ABN CNS FUNCT STUDY NOS
+79401 ABNORM ECHOENCEPHALOGRAM
+79402 ABN ELECTROENCEPHALOGRAM
+79409 ABN CNS FUNCT STUDY NEC
+79410 ABN STIMUL RESPONSE NOS
+79411 ABN RETINAL FUNCT STUDY
+79412 ABNORM ELECTRO-OCULOGRAM
+79413 ABNORMAL VEP
+79414 ABN OCULOMOTOR STUDIES
+79415 ABN AUDITORY FUNCT STUDY
+79416 ABN VESTIBULAR FUNC STUD
+79417 ABNORM ELECTROMYOGRAM
+79419 ABN PERIPH NERV STUD NEC
+7942 ABN PULMONARY FUNC STUDY
+79430 ABN CARDIOVASC STUDY NOS
+79431 ABNORM ELECTROCARDIOGRAM
+79439 ABN CARDIOVASC STUDY NEC
+7944 ABN KIDNEY FUNCT STUDY
+7945 ABN THYROID FUNCT STUDY
+7946 ABN ENDOCRINE STUDY NEC
+7947 ABN BASAL METABOL STUDY
+7948 ABN LIVER FUNCTION STUDY
+7949 ABN FUNCTION STUDY NEC
+79500 ABN GLANDULAR PAP SMEAR
+79501 PAP SMEAR (ASC-US)
+79502 PAP SMEAR (ASC-H)
+79503 PAP SMEAR CERVIX W LGSIL
+79504 PAP SMEAR CERVIX W HGSIL
+79505 CERVICAL (HPV) DNA POS
+79508 PAP SMEAR UNSATISFACTORY
+79509 ABN PAP CERVIX HPV NEC
+7951 ABN PAP SMEAR-OTH SITE
+7952 ABN CHROMOSOMAL ANALYSIS
+79531 NONSP POSTV FIND-ANTHRAX
+79539 NONSP POSITIVE CULT NEC
+7954 ABN HISTOLOGIC FIND NEC
+7955 TUBERCULIN TEST REACTION
+7956 FALSE POS SERO TEST-SYPH
+79571 NONSPCF SERLGC EVDNC HIV
+79579 OTH UNSPCF NSPF IMUN FND
+7960 ABN TOXICOLOGIC FINDING
+7961 ABNORMAL REFLEX
+7962 ELEV BL PRES W/O HYPERTN
+7963 LOW BLOOD PRESS READING
+7964 ABN CLINICAL FINDING NEC
+7965 ABN FIND ANTENATL SCREEN
+7966 ABNORM NEONATE SCREENING
+7969 ABNORMAL FINDINGS NEC
+797 SENILITY W/O PSYCHOSIS
+7980 SUDDEN INFANT DEATH SYND
+7981 INSTANTANEOUS DEATH
+7982 DEATH WITHIN 24 HR SYMPT
+7989 UNATTENDED DEATH
+79901 ASPHYXIA
+79902 HYPOXEMIA
+7991 RESPIRATORY ARREST
+7992 NERVOUSNESS
+7993 DEBILITY NOS
+7994 CACHEXIA
+79981 DECREASED LIBIDO
+79989 ILL-DEFINE CONDITION NEC
+7999 UNKN CAUSE MORB/MORT NEC
+80000 CLOSED SKULL VAULT FX
+80001 CL SKULL VLT FX W/O COMA
+80002 CL SKULL VLT FX-BRF COMA
+80003 CL SKULL VLT FX-MOD COMA
+80004 CL SKL VLT FX-PROLN COMA
+80005 CL SKUL VLT FX-DEEP COMA
+80006 CL SKULL VLT FX-COMA NOS
+80009 CL SKL VLT FX-CONCUS NOS
+80010 CL SKL VLT FX/CEREBR LAC
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+80012 CL SKULL VLT FX-BRF COMA
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+80014 CL SKL VLT FX-PROLN COMA
+80015 CL SKUL VLT FX-DEEP COMA
+80016 CL SKULL VLT FX-COMA NOS
+80019 CL SKL VLT FX-CONCUS NOS
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+80021 CL SKULL VLT FX W/O COMA
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+80050 OPN SKULL VAULT FRACTURE
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+80069 OP SKL VLT FX-CONCUS NOS
+80070 OPN SKL VLT FX/MENIN HEM
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+80100 CLOS SKULL BASE FRACTURE
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+80116 CL SKUL BASE FX-COMA NOS
+80119 CL SKULL BASE FX-CONCUSS
+80120 CL SKL BASE FX/MENIN HEM
+80121 CL SKUL BASE FX W/O COMA
+80122 CL SKUL BASE FX/BRF COMA
+80123 CL SKUL BASE FX-MOD COMA
+80124 CL SKL BASE FX-PROL COMA
+80125 CL SKL BASE FX-DEEP COMA
+80126 CL SKUL BASE FX-COMA NOS
+80129 CL SKULL BASE FX-CONCUSS
+80130 CL SKULL BASE FX/HEM NEC
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+80133 CL SKUL BASE FX-MOD COMA
+80134 CL SKL BASE FX-PROL COMA
+80135 CL SKL BASE FX-DEEP COMA
+80136 CL SKUL BASE FX-COMA NOS
+80139 CL SKULL BASE FX-CONCUSS
+80140 CL SK BASE FX/BR INJ NEC
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+80142 CL SKUL BASE FX-BRF COMA
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+80144 CL SKL BASE FX-PROL COMA
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+80146 CL SKUL BASE FX-COMA NOS
+80149 CL SKULL BASE FX-CONCUSS
+80150 OPEN SKULL BASE FRACTURE
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+80156 OPN SKL BASE FX-COMA NOS
+80159 OPN SKUL BASE FX-CONCUSS
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+80169 OPN SKUL BASE FX-CONCUSS
+80170 OP SKL BASE FX/MENIN HEM
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+80179 OPN SKUL BASE FX-CONCUSS
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+80199 OPN SKUL BASE FX-CONCUSS
+8020 NASAL BONE FX-CLOSED
+8021 NASAL BONE FX-OPEN
+80220 MANDIBLE FX NOS-CLOSED
+80221 FX CONDYL PROC MANDIB-CL
+80222 SUBCONDYLAR FX MANDIB-CL
+80223 FX CORON PROC MANDIB-CL
+80224 FX RAMUS NOS-CLOSED
+80225 FX ANGLE OF JAW-CLOSED
+80226 FX SYMPHY MANDIB BODY-CL
+80227 FX ALVEOLAR BORD MAND-CL
+80228 FX MANDIBLE BODY NEC-CL
+80229 MULT FX MANDIBLE-CLOSED
+80230 MANDIBLE FX NOS-OPEN
+80231 FX CONDYL PROC MAND-OPEN
+80232 SUBCONDYL FX MANDIB-OPEN
+80233 FX CORON PROC MANDIB-OPN
+80234 FX RAMUS NOS-OPEN
+80235 FX ANGLE OF JAW-OPEN
+80236 FX SYMPHY MANDIB BDY-OPN
+80237 FX ALV BORD MAND BDY-OPN
+80238 FX MANDIBLE BODY NEC-OPN
+80239 MULT FX MANDIBLE-OPEN
+8024 FX MALAR/MAXILLARY-CLOSE
+8025 FX MALAR/MAXILLARY-OPEN
+8026 FX ORBITAL FLOOR-CLOSED
+8027 FX ORBITAL FLOOR-OPEN
+8028 FX FACIAL BONE NEC-CLOSE
+8029 FX FACIAL BONE NEC-OPEN
+80300 CLOSE SKULL FRACTURE NEC
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+80366 OPN SKUL FX NEC-COMA NOS
+80369 OPN SKULL FX NEC-CONCUSS
+80370 OPN SKL FX NEC/MENIN HEM
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+80400 CL SKUL FX W OTH BONE FX
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+80406 CL SKL W OTH FX-COMA NOS
+80409 CL SKUL W OTH FX-CONCUSS
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+83903 DISLOC 3RD CERV VERT-CL
+83904 DISLOC 4TH CERV VERT-CL
+83905 DISLOC 5TH CERV VERT-CL
+83906 DISLOC 6TH CERV VERT-CL
+83907 DISLOC 7TH CERV VERT-CL
+83908 DISLOC MULT CERV VERT-CL
+83910 DISLOC CERV VERT NOS-OPN
+83911 DISLOC LST CERV VERT-OPN
+83912 DISLOC 2ND CERV VERT-OPN
+83913 DISLOC 3RD CERV VERT-OPN
+83914 DISLOC 4TH CERV VERT-OPN
+83915 DISLOC 5TH CERV VERT-OPN
+83916 DISLOC 6TH CERV VERT-OPN
+83917 DISLOC 7TH CERV VERT-OPN
+83918 DISLOC MLT CERV VERT-OPN
+83920 DISLOCAT LUMBAR VERT-CL
+83921 DISLOC THORACIC VERT-CL
+83930 DISLOCAT LUMBAR VERT-OPN
+83931 DISLOC THORACIC VERT-OPN
+83940 DISLOCAT VERTEBRA NOS-CL
+83941 DISLOCAT COCCYX-CLOSED
+83942 DISLOCAT SACRUM-CLOSED
+83949 DISLOCAT VERTEBRA NEC-CL
+83950 DISLOC VERTEBRA NOS-OPEN
+83951 DISLOCAT COCCYX-OPEN
+83952 DISLOCAT SACRUM-OPEN
+83959 DISLOC VERTEBRA NEC-OPEN
+83961 DISLOCAT STERNUM-CLOSED
+83969 DISLOCAT SITE NEC-CLOSED
+83971 DISLOCATION STERNUM-OPEN
+83979 DISLOCAT SITE NEC-OPEN
+8398 DISLOCATION NEC-CLOSED
+8399 DISLOCATION NEC-OPEN
+8400 SPRAIN ACROMIOCLAVICULAR
+8401 SPRAIN CORACOCLAVICULAR
+8402 SPRAIN CORACOHUMERAL
+8403 SPRAIN INFRASPINATUS
+8404 SPRAIN ROTATOR CUFF
+8405 SPRAIN SUBSCAPULARIS
+8406 SPRAIN SUPRASPINATUS
+8407 SUP GLENOID LABRM LESION
+8408 SPRAIN SHOULDER/ARM NEC
+8409 SPRAIN SHOULDER/ARM NOS
+8410 SPRAIN RADIAL COLLAT LIG
+8411 SPRAIN ULNAR COLLAT LIG
+8412 SPRAIN RADIOHUMERAL
+8413 SPRAIN ULNOHUMERAL
+8418 SPRAIN ELBOW/FOREARM NEC
+8419 SPRAIN ELBOW/FOREARM NOS
+84200 SPRAIN OF WRIST NOS
+84201 SPRAIN CARPAL
+84202 SPRAIN RADIOCARPAL
+84209 SPRAIN OF WRIST NEC
+84210 SPRAIN OF HAND NOS
+84211 SPRAIN CARPOMETACARPAL
+84212 SPRAIN METACARPOPHALANG
+84213 SPRAIN INTERPHALANGEAL
+84219 SPRAIN OF HAND NEC
+8430 SPRAIN ILIOFEMORAL
+8431 SPRAIN ISCHIOCAPSULAR
+8438 SPRAIN HIP & THIGH NEC
+8439 SPRAIN HIP & THIGH NOS
+8440 SPRAIN LATERAL COLL LIG
+8441 SPRAIN MEDIAL COLLAT LIG
+8442 SPRAIN CRUCIATE LIG KNEE
+8443 SPRAIN SUPER TIBIOFIBULA
+8448 SPRAIN OF KNEE & LEG NEC
+8449 SPRAIN OF KNEE & LEG NOS
+84500 SPRAIN OF ANKLE NOS
+84501 SPRAIN OF ANKLE DELTOID
+84502 SPRAIN CALCANEOFIBULAR
+84503 SPRAIN DISTAL TIBIOFIBUL
+84509 SPRAIN OF ANKLE NEC
+84510 SPRAIN OF FOOT NOS
+84511 SPRAIN TARSOMETATARSAL
+84512 SPRAIN METATARSOPHALANG
+84513 SPRAIN INTERPHALANG TOE
+84519 SPRAIN OF FOOT NEC
+8460 SPRAIN LUMBOSACRAL
+8461 SPRAIN SACROILIAC
+8462 SPRAIN SACROSPINATUS
+8463 SPRAIN SACROTUBEROUS
+8468 SPRAIN SACROILIAC NEC
+8469 SPRAIN SACROILIAC NOS
+8470 SPRAIN OF NECK
+8471 SPRAIN THORACIC REGION
+8472 SPRAIN LUMBAR REGION
+8473 SPRAIN OF SACRUM
+8474 SPRAIN OF COCCYX
+8479 SPRAIN OF BACK NOS
+8480 SPRAIN OF NASAL SEPTUM
+8481 SPRAIN OF JAW
+8482 SPRAIN OF THYROID REGION
+8483 SPRAIN OF RIBS
+84840 SPRAIN OF STERNUM NOS
+84841 SPRAIN STERNOCLAVICULAR
+84842 SPRAIN CHONDROSTERNAL
+84849 SPRAIN OF STERNUM NEC
+8485 SPRAIN OF PELVIS
+8488 SPRAIN NEC
+8489 SPRAIN NOS
+8500 CONCUSSION W/O COMA
+85011 CONCUS-BRIEF COMA <31 MN
+85012 CONCUS-BRF COMA 31-59 MN
+8502 CONCUSSION-MODERATE COMA
+8503 CONCUSSION-PROLONG COMA
+8504 CONCUSSION-DEEP COMA
+8505 CONCUSSION W COMA NOS
+8509 CONCUSSION NOS
+85100 CEREBRAL CORTX CONTUSION
+85101 CORTEX CONTUSION-NO COMA
+85102 CORTEX CONTUS-BRIEF COMA
+85103 CORTEX CONTUS-MOD COMA
+85104 CORTX CONTUS-PROLNG COMA
+85105 CORTEX CONTUS-DEEP COMA
+85106 CORTEX CONTUS-COMA NOS
+85109 CORTEX CONTUS-CONCUS NOS
+85110 CORTEX CONTUSION/OPN WND
+85111 OPN CORTX CONTUS-NO COMA
+85112 OPN CORT CONTUS-BRF COMA
+85113 OPN CORT CONTUS-MOD COMA
+85114 OPN CORT CONTU-PROL COMA
+85115 OPN CORT CONTU-DEEP COMA
+85116 OPN CORT CONTUS-COMA NOS
+85119 OPN CORTX CONTUS-CONCUSS
+85120 CEREBRAL CORTEX LACERAT
+85121 CORTEX LACERAT W/O COMA
+85122 CORTEX LACERA-BRIEF COMA
+85123 CORTEX LACERAT-MOD COMA
+85124 CORTEX LACERAT-PROL COMA
+85125 CORTEX LACERAT-DEEP COMA
+85126 CORTEX LACERAT-COMA NOS
+85129 CORTEX LACERAT-CONCUSS
+85130 CORTEX LACER W OPN WOUND
+85131 OPN CORTEX LACER-NO COMA
+85132 OPN CORTX LAC-BRIEF COMA
+85133 OPN CORTX LACER-MOD COMA
+85134 OPN CORTX LAC-PROLN COMA
+85135 OPN CORTEX LAC-DEEP COMA
+85136 OPN CORTX LACER-COMA NOS
+85139 OPN CORTX LACER-CONCUSS
+85140 CEREBEL/BRAIN STM CONTUS
+85141 CEREBELL CONTUS W/O COMA
+85142 CEREBELL CONTUS-BRF COMA
+85143 CEREBELL CONTUS-MOD COMA
+85144 CEREBEL CONTUS-PROL COMA
+85145 CEREBEL CONTUS-DEEP COMA
+85146 CEREBELL CONTUS-COMA NOS
+85149 CEREBELL CONTUS-CONCUSS
+85150 CEREBEL CONTUS W OPN WND
+85151 OPN CEREBE CONT W/O COMA
+85152 OPN CEREBE CONT-BRF COMA
+85153 OPN CEREBE CONT-MOD COMA
+85154 OPN CEREBE CONT-PROL COM
+85155 OPN CEREBE CONT-DEEP COM
+85156 OPN CEREBE CONT-COMA NOS
+85159 OPN CEREBEL CONT-CONCUSS
+85160 CEREBEL/BRAIN STEM LACER
+85161 CEREBEL LACERAT W/O COMA
+85162 CEREBEL LACER-BRIEF COMA
+85163 CEREBEL LACERAT-MOD COMA
+85164 CEREBEL LACER-PROLN COMA
+85165 CEREBELL LACER-DEEP COMA
+85166 CEREBEL LACERAT-COMA NOS
+85169 CEREBEL LACER-CONCUSSION
+85170 CEREBEL LACER W OPEN WND
+85171 OPN CEREBEL LAC W/O COMA
+85172 OPN CEREBEL LAC-BRF COMA
+85173 OPN CEREBEL LAC-MOD COMA
+85174 OPN CEREBE LAC-PROL COMA
+85175 OPN CEREBE LAC-DEEP COMA
+85176 OPN CEREBEL LAC-COMA NOS
+85179 OPN CEREBELL LAC-CONCUSS
+85180 BRAIN LACERATION NEC
+85181 BRAIN LACER NEC W/O COMA
+85182 BRAIN LAC NEC-BRIEF COMA
+85183 BRAIN LACER NEC-MOD COMA
+85184 BRAIN LAC NEC-PROLN COMA
+85185 BRAIN LAC NEC-DEEP COMA
+85186 BRAIN LACER NEC-COMA NOS
+85189 BRAIN LACER NEC-CONCUSS
+85190 BRAIN LAC NEC W OPEN WND
+85191 OPN BRAIN LACER W/O COMA
+85192 OPN BRAIN LAC-BRIEF COMA
+85193 OPN BRAIN LACER-MOD COMA
+85194 OPN BRAIN LAC-PROLN COMA
+85195 OPEN BRAIN LAC-DEEP COMA
+85196 OPN BRAIN LACER-COMA NOS
+85199 OPEN BRAIN LACER-CONCUSS
+85200 TRAUM SUBARACHNOID HEM
+85201 SUBARACHNOID HEM-NO COMA
+85202 SUBARACH HEM-BRIEF COMA
+85203 SUBARACH HEM-MOD COMA
+85204 SUBARACH HEM-PROLNG COMA
+85205 SUBARACH HEM-DEEP COMA
+85206 SUBARACH HEM-COMA NOS
+85209 SUBARACH HEM-CONCUSSION
+85210 SUBARACH HEM W OPN WOUND
+85211 OPN SUBARACH HEM-NO COMA
+85212 OP SUBARACH HEM-BRF COMA
+85213 OP SUBARACH HEM-MOD COMA
+85214 OP SUBARACH HEM-PROL COM
+85215 OP SUBARACH HEM-DEEP COM
+85216 OP SUBARACH HEM-COMA NOS
+85219 OPN SUBARACH HEM-CONCUSS
+85220 TRAUMATIC SUBDURAL HEM
+85221 SUBDURAL HEM W/O COMA
+85222 SUBDURAL HEM-BRIEF COMA
+85223 SUBDURAL HEMORR-MOD COMA
+85224 SUBDURAL HEM-PROLNG COMA
+85225 SUBDURAL HEM-DEEP COMA
+85226 SUBDURAL HEMORR-COMA NOS
+85229 SUBDURAL HEM-CONCUSSION
+85230 SUBDURAL HEM W OPN WOUND
+85231 OPEN SUBDUR HEM W/O COMA
+85232 OPN SUBDUR HEM-BRF COMA
+85233 OPN SUBDUR HEM-MOD COMA
+85234 OPN SUBDUR HEM-PROL COMA
+85235 OPN SUBDUR HEM-DEEP COMA
+85236 OPN SUBDUR HEM-COMA NOS
+85239 OPN SUBDUR HEM-CONCUSS
+85240 TRAUMATIC EXTRADURAL HEM
+85241 EXTRADURAL HEM W/O COMA
+85242 EXTRADUR HEM-BRIEF COMA
+85243 EXTRADURAL HEM-MOD COMA
+85244 EXTRADUR HEM-PROLN COMA
+85245 EXTRADURAL HEM-DEEP COMA
+85246 EXTRADURAL HEM-COMA NOS
+85249 EXTADURAL HEM-CONCUSS
+85250 EXTRADURAL HEM W OPN WND
+85251 EXTRADURAL HEMOR-NO COMA
+85252 EXTRADUR HEM-BRIEF COMA
+85253 EXTRADURAL HEM-MOD COMA
+85254 EXTRADUR HEM-PROLN COMA
+85255 EXTRADUR HEM-DEEP COMA
+85256 EXTRADURAL HEM-COMA NOS
+85259 EXTRADURAL HEM-CONCUSS
+85300 TRAUMATIC BRAIN HEM NEC
+85301 BRAIN HEM NEC W/O COMA
+85302 BRAIN HEM NEC-BRIEF COMA
+85303 BRAIN HEM NEC-MOD COMA
+85304 BRAIN HEM NEC-PROLN COMA
+85305 BRAIN HEM NEC-DEEP COMA
+85306 BRAIN HEM NEC-COMA NOS
+85309 BRAIN HEM NEC-CONCUSSION
+85310 BRAIN HEM NEC W OPN WND
+85311 BRAIN HEM OPN W/O COMA
+85312 BRAIN HEM OPN-BRF COMA
+85313 BRAIN HEM OPEN-MOD COMA
+85314 BRAIN HEM OPN-PROLN COMA
+85315 BRAIN HEM OPEN-DEEP COMA
+85316 BRAIN HEM OPEN-COMA NOS
+85319 BRAIN HEM OPN-CONCUSSION
+85400 BRAIN INJURY NEC
+85401 BRAIN INJURY NEC-NO COMA
+85402 BRAIN INJ NEC-BRIEF COMA
+85403 BRAIN INJ NEC-MOD COMA
+85404 BRAIN INJ NEC-PROLN COMA
+85405 BRAIN INJ NEC-DEEP COMA
+85406 BRAIN INJ NEC-COMA NOS
+85409 BRAIN INJ NEC-CONCUSSION
+85410 BRAIN INJURY W OPN WND
+85411 OPN BRAIN INJ W/O COMA
+85412 OPN BRAIN INJ-BRIEF COMA
+85413 OPN BRAIN INJ-MOD COMA
+85414 OPN BRAIN INJ-PROLN COMA
+85415 OPN BRAIN INJ-DEEP COMA
+85416 OPEN BRAIN INJ-COMA NOS
+85419 OPN BRAIN INJ-CONCUSSION
+8600 TRAUM PNEUMOTHORAX-CLOSE
+8601 TRAUM PNEUMOTHORAX-OPEN
+8602 TRAUM HEMOTHORAX-CLOSED
+8603 TRAUM HEMOTHORAX-OPEN
+8604 TRAUM PNEUMOHEMOTHOR-CL
+8605 TRAUM PNEUMOHEMOTHOR-OPN
+86100 HEART INJURY NOS-CLOSED
+86101 HEART CONTUSION-CLOSED
+86102 HEART LACERATION-CLOSED
+86103 HEART CHAMBER LACERAT-CL
+86110 HEART INJURY NOS-OPEN
+86111 HEART CONTUSION-OPEN
+86112 HEART LACERATION-OPEN
+86113 HEART CHAMBER LACER-OPN
+86120 LUNG INJURY NOS-CLOSED
+86121 LUNG CONTUSION-CLOSED
+86122 LUNG LACERATION-CLOSED
+86130 LUNG INJURY NOS-OPEN
+86131 LUNG CONTUSION-OPEN
+86132 LUNG LACERATION-OPEN
+8620 DIAPHRAGM INJURY-CLOSED
+8621 DIAPHRAGM INJURY-OPEN
+86221 BRONCHUS INJURY-CLOSED
+86222 ESOPHAGUS INJURY-CLOSED
+86229 INTRATHORACIC INJ NEC-CL
+86231 BRONCHUS INJURY-OPEN
+86232 ESOPHAGUS INJURY-OPEN
+86239 INTRATHORAC INJ NEC-OPEN
+8628 INTRATHORACIC INJ NOS-CL
+8629 INTRATHORAC INJ NOS-OPEN
+8630 STOMACH INJURY-CLOSED
+8631 STOMACH INJURY-OPEN
+86320 SMALL INTEST INJ NOS-CL
+86321 DUODENUM INJURY-CLOSED
+86329 SMALL INTEST INJ NEC-CL
+86330 SMALL INTEST INJ NOS-OPN
+86331 DUODENUM INJURY-OPEN
+86339 SMALL INTEST INJ NEC-OPN
+86340 COLON INJURY NOS-CLOSED
+86341 ASCENDING COLON INJ-CLOS
+86342 TRANSVERSE COLON INJ-CL
+86343 DESCENDING COLON INJ-CL
+86344 SIGMOID COLON INJ-CLOSED
+86345 RECTUM INJURY-CLOSED
+86346 COLON INJ MULT SITE-CLOS
+86349 COLON INJURY NEC-CLOSED
+86350 COLON INJURY NOS-OPEN
+86351 ASCENDING COLON INJ-OPEN
+86352 TRANSVERSE COLON INJ-OPN
+86353 DESCENDING COLON INJ-OPN
+86354 SIGMOID COLON INJ-OPEN
+86355 RECTUM INJURY-OPEN
+86356 COLON INJ MULT SITE-OPEN
+86359 COLON INJURY NEC-OPEN
+86380 GI INJURY NOS-CLOSED
+86381 PANCREAS, HEAD INJ-CLOSE
+86382 PANCREAS, BODY INJ-CLOSE
+86383 PANCREAS, TAIL INJ-CLOSE
+86384 PANCREAS INJURY NOS-CLOS
+86385 APPENDIX INJURY-CLOSED
+86389 GI INJURY NEC-CLOSED
+86390 GI INJURY NOS-OPEN
+86391 PANCREAS, HEAD INJ-OPEN
+86392 PANCREAS, BODY INJ-OPEN
+86393 PANCREAS, TAIL INJ-OPEN
+86394 PANCREAS INJURY NOS-OPEN
+86395 APPENDIX INJURY-OPEN
+86399 GI INJURY NEC-OPEN
+86400 LIVER INJURY NOS-CLOSED
+86401 LIVER HEMATOMA/CONTUSION
+86402 LIVER LACERATION, MINOR
+86403 LIVER LACERATION, MOD
+86404 LIVER LACERATION, MAJOR
+86405 LIVER LACERAT UNSPCF CLS
+86409 LIVER INJURY NEC-CLOSED
+86410 LIVER INJURY NOS-OPEN
+86411 LIVER HEMATOM/CONTUS-OPN
+86412 LIVER LACERAT, MINOR-OPN
+86413 LIVER LACERAT, MOD-OPEN
+86414 LIVER LACERAT, MAJOR-OPN
+86415 LIVER LACERAT UNSPCF OPN
+86419 LIVER INJURY NEC-OPEN
+86500 SPLEEN INJURY NOS-CLOSED
+86501 SPLEEN HEMATOMA-CLOSED
+86502 SPLEEN CAPSULAR TEAR
+86503 SPLEEN PARENCHYMA LACER
+86504 SPLEEN DISRUPTION-CLOS
+86509 SPLEEN INJURY NEC-CLOSED
+86510 SPLEEN INJURY NOS-OPEN
+86511 SPLEEN HEMATOMA-OPEN
+86512 SPLEEN CAPSULAR TEAR-OPN
+86513 SPLEEN PARNCHYM LAC-OPN
+86514 SPLEEN DISRUPTION-OPEN
+86519 SPLEEN INJURY NEC-OPEN
+86600 KIDNEY INJURY NOS-CLOSED
+86601 KIDNEY HEMATOMA-CLOSED
+86602 KIDNEY LACERATION-CLOSED
+86603 KIDNEY DISRUPTION-CLOSED
+86610 KIDNEY INJURY NOS-OPEN
+86611 KIDNEY HEMATOMA-OPEN
+86612 KIDNEY LACERATION-OPEN
+86613 KIDNEY DISRUPTION-OPEN
+8670 BLADDER/URETHRA INJ-CLOS
+8671 BLADDER/URETHRA INJ-OPEN
+8672 URETER INJURY-CLOSED
+8673 URETER INJURY-OPEN
+8674 UTERUS INJURY-CLOSED
+8675 UTERUS INJURY-OPEN
+8676 PELVIC ORGAN INJ NEC-CL
+8677 PELVIC ORGAN INJ NEC-OPN
+8678 PELVIC ORGAN INJ NOS-CL
+8679 PELVIC ORGAN INJ NOS-OPN
+86800 INTRA-ABDOM INJ NOS-CLOS
+86801 ADRENAL GLAND INJURY-CL
+86802 BILIARY TRACT INJURY-CL
+86803 PERITONEUM INJURY-CLOSED
+86804 RETROPERITONEUM INJ-CL
+86809 INTRA-ABDOM INJ NEC-CLOS
+86810 INTRA-ABDOM INJ NOS-OPEN
+86811 ADRENAL GLAND INJURY-OPN
+86812 BILIARY TRACT INJURY-OPN
+86813 PERITONEUM INJURY-OPEN
+86814 RETROPERITONEUM INJ-OPEN
+86819 INTRA-ABDOM INJ NEC-OPEN
+8690 INTERNAL INJ NOS-CLOSED
+8691 INTERNAL INJURY NOS-OPEN
+8700 LAC EYELID SKN/PERIOCULR
+8701 FULL-THICKNES LAC EYELID
+8702 LAC EYELID INV LACRM PAS
+8703 PENETR WND ORBIT W/O FB
+8704 PENETRAT WND ORBIT W FB
+8708 OPN WND OCULAR ADNEX NEC
+8709 OPN WND OCULAR ADNEX NOS
+8710 OCULAR LAC W/O PROLAPSE
+8711 OCULAR LACERA W PROLAPSE
+8712 RUPTURE EYE W TISSU LOSS
+8713 AVULSION OF EYE
+8714 LACERATION OF EYE NOS
+8715 PENETRAT MAGNET FB EYE
+8716 PENETRAT FB NEC EYE
+8717 OCULAR PENETRATION NOS
+8719 OPN WOUND OF EYEBALL NOS
+87200 OPN WOUND EXTERN EAR NOS
+87201 OPEN WOUND OF AURICLE
+87202 OPN WOUND AUDITORY CANAL
+87210 OPN WND EX EAR NOS-COMPL
+87211 OPEN WOUND AURICLE-COMPL
+87212 OPEN WND AUD CANAL-COMPL
+87261 OPEN WOUND OF EAR DRUM
+87262 OPEN WOUND OF OSSICLES
+87263 OPEN WND EUSTACHIAN TUBE
+87264 OPEN WOUND OF COCHLEA
+87269 OPEN WOUND OF EAR NEC
+87271 OPEN WND EAR DRUM-COMPL
+87272 OPEN WND OSSICLES-COMPL
+87273 OPN WND EUSTACH TB-COMPL
+87274 OPEN WOUND COCHLEA-COMPL
+87279 OPEN WOUND EAR NEC-COMPL
+8728 OPEN WOUND OF EAR NOS
+8729 OPEN WOUND EAR NOS-COMPL
+8730 OPEN WOUND OF SCALP
+8731 OPEN WOUND SCALP-COMPL
+87320 OPEN WOUND OF NOSE NOS
+87321 OPEN WOUND NASAL SEPTUM
+87322 OPEN WOUND NASAL CAVITY
+87323 OPEN WOUND NASAL SINUS
+87329 MULT OPEN WOUND NOSE
+87330 OPEN WND NOSE NOS-COMPL
+87331 OPN WND NAS SEPTUM-COMPL
+87332 OPEN WND NASAL CAV-COMPL
+87333 OPEN WND NAS SINUS-COMPL
+87339 MULT OPEN WND NOSE-COMPL
+87340 OPEN WOUND OF FACE NOS
+87341 OPEN WOUND OF CHEEK
+87342 OPEN WOUND OF FOREHEAD
+87343 OPEN WOUND OF LIP
+87344 OPEN WOUND OF JAW
+87349 OPEN WOUND OF FACE NEC
+87350 OPEN WND FACE NOS-COMPL
+87351 OPEN WOUND CHEEK-COMPL
+87352 OPEN WND FOREHEAD-COMPL
+87353 OPEN WOUND LIP-COMPLICAT
+87354 OPEN WOUND JAW-COMPLICAT
+87359 OPEN WND FACE NEC-COMPL
+87360 OPEN WOUND OF MOUTH NOS
+87361 OPEN WOUND BUCCAL MUCOSA
+87362 OPEN WOUND OF GUM
+87363 BROKEN TOOTH
+87364 OPN WND TONGUE/MOUTH FLR
+87365 OPEN WOUND OF PALATE
+87369 OPEN WOUND MOUTH NEC
+87370 OPEN WND MOUTH NOS-COMPL
+87371 OPN WND BUC MUCOSA-COMPL
+87372 OPEN WOUND GUM-COMPL
+87373 BROKEN TOOTH-COMPLICATED
+87374 OPEN WOUND TONGUE-COMPL
+87375 OPEN WOUND PALATE-COMPL
+87379 OPEN WND MOUTH NOS-COMPL
+8738 OPEN WOUND OF HEAD NEC
+8739 OPEN WND HEAD NEC-COMPL
+87400 OPN WND LARYNX W TRACHEA
+87401 OPEN WOUND OF LARYNX
+87402 OPEN WOUND OF TRACHEA
+87410 OPN WND LARY W TRAC-COMP
+87411 OPEN WOUND LARYNX-COMPL
+87412 OPEN WOUND TRACHEA-COMPL
+8742 OPEN WOUND THYROID GLAND
+8743 OPEN WOUND THYROID-COMPL
+8744 OPEN WOUND OF PHARYNX
+8745 OPEN WOUND PHARYNX-COMPL
+8748 OPEN WOUND OF NECK NEC
+8749 OPN WOUND NECK NEC-COMPL
+8750 OPEN WOUND OF CHEST
+8751 OPEN WOUND CHEST-COMPL
+8760 OPEN WOUND OF BACK
+8761 OPEN WOUND BACK-COMPL
+8770 OPEN WOUND OF BUTTOCK
+8771 OPEN WOUND BUTTOCK-COMPL
+8780 OPEN WOUND OF PENIS
+8781 OPEN WOUND PENIS-COMPL
+8782 OPN WOUND SCROTUM/TESTES
+8783 OPN WND SCROT/TEST-COMPL
+8784 OPEN WOUND OF VULVA
+8785 OPEN WOUND VULVA-COMPL
+8786 OPEN WOUND OF VAGINA
+8787 OPEN WOUND VAGINA-COMPL
+8788 OPEN WOUND GENITAL NEC
+8789 OPN WND GENITAL NEC-COMP
+8790 OPEN WOUND OF BREAST
+8791 OPEN WOUND BREAST-COMPL
+8792 OPN WND ANTERIOR ABDOMEN
+8793 OPN WND ANT ABDOMEN-COMP
+8794 OPN WND LATERAL ABDOMEN
+8795 OPN WND LAT ABDOMEN-COMP
+8796 OPEN WOUND OF TRUNK NEC
+8797 OPEN WND TRUNK NEC-COMPL
+8798 OPEN WOUND SITE NOS
+8799 OPN WOUND SITE NOS-COMPL
+88000 OPEN WOUND OF SHOULDER
+88001 OPEN WOUND OF SCAPULA
+88002 OPEN WOUND OF AXILLA
+88003 OPEN WOUND OF UPPER ARM
+88009 MULT OPEN WOUND SHOULDER
+88010 OPEN WND SHOULDER-COMPL
+88011 OPEN WOUND SCAPULA-COMPL
+88012 OPEN WOUND AXILLA-COMPL
+88013 OPEN WND UPPER ARM-COMPL
+88019 MULT OPN WND SHOULD-COMP
+88020 OPN WND SHOULDR W TENDON
+88021 OPN WND SCAPULA W TENDON
+88022 OPEN WND AXILLA W TENDON
+88023 OPEN WND UP ARM W TENDON
+88029 MLT OPN WND SHLDR W TEND
+88100 OPEN WOUND OF FOREARM
+88101 OPEN WOUND OF ELBOW
+88102 OPEN WOUND OF WRIST
+88110 OPEN WOUND FOREARM-COMPL
+88111 OPEN WOUND ELBOW-COMPLIC
+88112 OPEN WOUND WRIST-COMPLIC
+88120 OPEN WND FOREARM W TENDN
+88121 OPN WOUND ELBOW W TENDON
+88122 OPN WOUND WRIST W TENDON
+8820 OPEN WOUND OF HAND
+8821 OPN WOUND HAND-COMPLICAT
+8822 OPEN WOUND HAND W TENDON
+8830 OPEN WOUND OF FINGER
+8831 OPEN WOUND FINGER-COMPL
+8832 OPEN WND FINGER W TENDON
+8840 OPEN WOUND ARM MULT/NOS
+8841 OPEN WOUND ARM NOS-COMPL
+8842 OPN WND ARM NOS W TENDON
+8850 AMPUTATION THUMB
+8851 AMPUTATION THUMB-COMPL
+8860 AMPUTATION FINGER
+8861 AMPUTATION FINGER-COMPL
+8870 AMPUT BELOW ELB, UNILAT
+8871 AMP BELOW ELB, UNIL-COMP
+8872 AMPUT ABV ELBOW, UNILAT
+8873 AMPUT ABV ELB, UNIL-COMP
+8874 AMPUTAT ARM, UNILAT NOS
+8875 AMPUT ARM, UNIL NOS-COMP
+8876 AMPUTATION ARM, BILAT
+8877 AMPUTAT ARM, BILAT-COMPL
+8900 OPEN WOUND OF HIP/THIGH
+8901 OPEN WND HIP/THIGH-COMPL
+8902 OPN WND HIP/THIGH W TEND
+8910 OPEN WND KNEE/LEG/ANKLE
+8911 OPEN WND KNEE/LEG-COMPL
+8912 OPN WND KNEE/LEG W TENDN
+8920 OPEN WOUND OF FOOT
+8921 OPEN WOUND FOOT-COMPL
+8922 OPEN WOUND FOOT W TENDON
+8930 OPEN WOUND OF TOE
+8931 OPEN WOUND TOE-COMPL
+8932 OPEN WOUND TOE W TENDON
+8940 OPEN WOUND OF LEG NEC
+8941 OPEN WOUND LEG NEC-COMPL
+8942 OPN WND LEG NEC W TENDON
+8950 AMPUTATION TOE
+8951 AMPUTATION TOE-COMPLICAT
+8960 AMPUTATION FOOT, UNILAT
+8961 AMPUT FOOT, UNILAT-COMPL
+8962 AMPUTATION FOOT, BILAT
+8963 AMPUTAT FOOT, BILAT-COMP
+8970 AMPUT BELOW KNEE, UNILAT
+8971 AMPUTAT BK, UNILAT-COMPL
+8972 AMPUT ABOVE KNEE, UNILAT
+8973 AMPUT ABV KN, UNIL-COMPL
+8974 AMPUTAT LEG, UNILAT NOS
+8975 AMPUT LEG, UNIL NOS-COMP
+8976 AMPUTATION LEG, BILAT
+8977 AMPUTAT LEG, BILAT-COMPL
+90000 INJUR CAROTID ARTERY NOS
+90001 INJ COMMON CAROTID ARTER
+90002 INJ EXTERNAL CAROTID ART
+90003 INJ INTERNAL CAROTID ART
+9001 INJ INTERNL JUGULAR VEIN
+90081 INJ EXTERN JUGULAR VEIN
+90082 INJ MLT HEAD/NECK VESSEL
+90089 INJ HEAD/NECK VESSEL NEC
+9009 INJ HEAD/NECK VESSEL NOS
+9010 INJURY THORACIC AORTA
+9011 INJ INNOMIN/SUBCLAV ART
+9012 INJ SUPERIOR VENA CAVA
+9013 INJ INNOMIN/SUBCLAV VEIN
+90140 INJ PULMONARY VESSEL NOS
+90141 INJURY PULMONARY ARTERY
+90142 INJURY PULMONARY VEIN
+90181 INJ INTERCOSTAL ART/VEIN
+90182 INJ INT MAMMARY ART/VEIN
+90183 INJ MULT THORACIC VESSEL
+90189 INJ THORACIC VESSEL NEC
+9019 INJ THORACIC VESSEL NOS
+9020 INJURY ABDOMINAL AORTA
+90210 INJ INFER VENA CAVA NOS
+90211 INJURY HEPATIC VEINS
+90219 INJ INFER VENA CAVA NEC
+90220 INJ CELIAC/MESEN ART NOS
+90221 INJURY GASTRIC ARTERY
+90222 INJURY HEPATIC ARTERY
+90223 INJURY SPLENIC ARTERY
+90224 INJURY CELIAC AXIS NEC
+90225 INJ SUPER MESENTERIC ART
+90226 INJ BRNCH SUP MESENT ART
+90227 INJ INFER MESENTERIC ART
+90229 INJ MESENTERIC VESS NEC
+90231 INJ SUPERIOR MESENT VEIN
+90232 INJ INFERIOR MESENT VEIN
+90233 INJURY PORTAL VEIN
+90234 INJURY SPLENIC VEIN
+90239 INJ PORT/SPLEN VESS NEC
+90240 INJURY RENAL VESSEL NOS
+90241 INJURY RENAL ARTERY
+90242 INJURY RENAL VEIN
+90249 INJURY RENAL VESSEL NEC
+90250 INJURY ILIAC VESSEL NOS
+90251 INJ HYPOGASTRIC ARTERY
+90252 INJURY HYPOGASTRIC VEIN
+90253 INJURY ILIAC ARTERY
+90254 INJURY ILIAC VEIN
+90255 INJURY UTERINE ARTERY
+90256 INJURY UTERINE VEIN
+90259 INJURY ILIAC VESSEL NEC
+90281 INJURY OVARIAN ARTERY
+90282 INJURY OVARIAN VEIN
+90287 INJ MULT ABD/PELV VESSEL
+90289 INJ ABDOMINAL VESSEL NEC
+9029 INJ ABDOMINAL VESSEL NOS
+90300 INJ AXILLARY VESSEL NOS
+90301 INJURY AXILLARY ARTERY
+90302 INJURY AXILLARY VEIN
+9031 INJURY BRACHIAL VESSELS
+9032 INJURY RADIAL VESSELS
+9033 INJURY ULNAR VESSELS
+9034 INJURY PALMAR ARTERY
+9035 INJURY FINGER VESSELS
+9038 INJURY ARM VESSELS NEC
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+9040 INJ COMMON FEMORAL ARTER
+9041 INJ SUPERFIC FEMORAL ART
+9042 INJURY FEMORAL VEIN
+9043 INJURY SAPHENOUS VEIN
+90440 INJ POPLITEAL VESSEL NOS
+90441 INJURY POPLITEAL ARTERY
+90442 INJURY POPLITEAL VEIN
+90450 INJURY TIBIAL VESSEL NOS
+90451 INJ ANTER TIBIAL ARTERY
+90452 INJ ANTERIOR TIBIAL VEIN
+90453 INJ POST TIBIAL ARTERY
+90454 INJ POST TIBIAL VEIN
+9046 INJ DEEP PLANTAR VESSEL
+9047 INJURY LEG VESSELS NEC
+9048 INJURY LEG VESSEL NOS
+9049 BLOOD VESSEL INJURY NOS
+9050 LATE EFFEC SKULL/FACE FX
+9051 LATE EFF SPINE/TRUNK FX
+9052 LATE EFFECT ARM FX
+9053 LATE EFF FEMORAL NECK FX
+9054 LATE EFFECT LEG FX
+9055 LATE EFFECT FRACTURE NEC
+9056 LATE EFFECT DISLOCATION
+9057 LATE EFFEC SPRAIN/STRAIN
+9058 LATE EFFEC TENDON INJURY
+9059 LATE EFF TRAUMAT AMPUTAT
+9060 LT EFF OPN WND HEAD/TRNK
+9061 LATE EFF OPEN WND EXTREM
+9062 LATE EFF SUPERFICIAL INJ
+9063 LATE EFFECT OF CONTUSION
+9064 LATE EFFECT OF CRUSHING
+9065 LATE EFF HEAD/NECK BURN
+9066 LATE EFF WRIST/HAND BURN
+9067 LATE EFF BURN EXTREM NEC
+9068 LATE EFFECT OF BURNS NEC
+9069 LATE EFFECT OF BURN NOS
+9070 LT EFF INTRACRANIAL INJ
+9071 LATE EFF CRAN NERVE INJ
+9072 LATE EFF SPINAL CORD INJ
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+9074 LT EFF NERV INJ SHLD/ARM
+9075 LT EFF NERV INJ PELV/LEG
+9079 LATE EFF NERVE INJ NEC
+9080 LATE EFF INT INJUR CHEST
+9081 LATE EFF INT INJ ABDOMEN
+9082 LATE EFF INT INJURY NEC
+9083 LATE EFF INJ PERIPH VESS
+9084 LT EFF INJ THOR/ABD VESS
+9085 LATE EFF FB IN ORIFICE
+9086 LATE EFF COMPLIC TRAUMA
+9089 LATE EFFECT INJURY NOS
+9090 LATE EFF DRUG POISONING
+9091 LATE EFF NONMED SUBSTANC
+9092 LATE EFFECT OF RADIATION
+9093 LATE EFF SURG/MED COMPL
+9094 LATE EFF CERT EXT CAUSE
+9095 LTE EFCT ADVRS EFCT DRUG
+9099 LATE EFF EXTER CAUSE NEC
+9100 ABRASION HEAD
+9101 ABRASION HEAD-INFECTED
+9102 BLISTER HEAD
+9103 BLISTER HEAD-INFECTED
+9104 INSECT BITE HEAD
+9105 INSECT BITE HEAD-INFECT
+9106 FOREIGN BODY HEAD
+9107 FOREIGN BODY HEAD-INFECT
+9108 SUPERFIC INJ HEAD NEC
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+9110 ABRASION TRUNK
+9111 ABRASION TRUNK-INFECTED
+9112 BLISTER TRUNK
+9113 BLISTER TRUNK-INFECTED
+9114 INSECT BITE TRUNK
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+9116 FOREIGN BODY TRUNK
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+9118 SUPERFIC INJ TRUNK NEC
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+9120 ABRASION SHOULDER/ARM
+9121 ABRASION SHLDR/ARM-INFEC
+9122 BLISTER SHOULDER & ARM
+9123 BLISTER SHOULDER/ARM-INF
+9124 INSECT BITE SHOULDER/ARM
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+9126 FOREIGN BODY SHOULDR/ARM
+9127 FB SHOULDER/ARM-INFECT
+9128 SUPERF INJ SHLDR/ARM NEC
+9129 SUPERF INJ SHLDR NEC-INF
+9130 ABRASION FOREARM
+9131 ABRASION FOREARM-INFECT
+9132 BLISTER FOREARM
+9133 BLISTER FOREARM-INFECTED
+9134 INSECT BITE FOREARM
+9135 INSECT BITE FOREARM-INF
+9136 FOREIGN BODY FOREARM
+9137 FOREIGN BODY FOREARM-INF
+9138 SUPERF INJ FOREARM NEC
+9139 SUPRF INJ FORARM NEC-INF
+9140 ABRASION HAND
+9141 ABRASION HAND-INFECTED
+9142 BLISTER HAND
+9143 BLISTER HAND-INFECTED
+9144 INSECT BITE HAND
+9145 INSECT BITE HAND-INFECT
+9146 FOREIGN BODY HAND
+9147 FOREIGN BODY HAND-INFECT
+9148 SUPERFICIAL INJ HAND NEC
+9149 SUPERF INJ HAND NEC-INF
+9150 ABRASION FINGER
+9151 ABRASION FINGER-INFECTED
+9152 BLISTER FINGER
+9153 BLISTER FINGER-INFECTED
+9154 INSECT BITE FINGER
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+9156 FOREIGN BODY FINGER
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+9158 SUPERFIC INJ FINGER-NEC
+9159 SUPRF INJ FINGER NEC-INF
+9160 ABRASION HIP & LEG
+9161 ABRASION HIP/LEG-INFECT
+9162 BLISTER HIP & LEG
+9163 BLISTER HIP & LEG-INFECT
+9164 INSECT BITE HIP & LEG
+9165 INSECT BITE HIP/LEG-INF
+9166 FOREIGN BODY HIP/LEG
+9167 FOREIGN BDY HIP/LEG-INF
+9168 SUPERFIC INJ HIP/LEG NEC
+9169 SUPERF INJ LEG NEC-INFEC
+9170 ABRASION FOOT & TOE
+9171 ABRASION FOOT/TOE-INFEC
+9172 BLISTER FOOT & TOE
+9173 BLISTER FOOT & TOE-INFEC
+9174 INSECT BITE FOOT/TOE
+9175 INSECT BITE FOOT/TOE-INF
+9176 FOREIGN BODY FOOT & TOE
+9177 FOREIGN BDY FOOT/TOE-INF
+9178 SUPERF INJ FOOT/TOE NEC
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+9180 SUPERFIC INJ PERIOCULAR
+9181 SUPERFICIAL INJ CORNEA
+9182 SUPERFIC INJ CONJUNCTIVA
+9189 SUPERFICIAL INJ EYE NEC
+9190 ABRASION NEC
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+9192 BLISTER NEC
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+9194 INSECT BITE NEC
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+9196 SUPERFIC FOREIGN BDY NEC
+9197 SUPERFICIAL FB NEC-INFEC
+9198 SUPERFICIAL INJURY NEC
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+920 CONTUSION FACE/SCALP/NCK
+9210 BLACK EYE NOS
+9211 CONTUSION PERIOCULAR
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+9213 CONTUSION OF EYEBALL
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+92232 BUTTOCK CONTUSION
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+9228 MULTIPLE CONTUSION TRUNK
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+92300 CONTUSION SHOULDER REG
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+92302 CONTUSION AXILLARY REG
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+92400 CONTUSION OF THIGH
+92401 CONTUSION OF HIP
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+92411 CONTUSION OF KNEE
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+92421 CONTUSION OF ANKLE
+9243 CONTUSION OF TOE
+9244 MULTIPLE CONTUSION LEG
+9245 CONTUSION LEG NOS
+9248 MULTIPLE CONTUSIONS NEC
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+9252 CRUSH INJ NECK
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+9268 MULT CRUSHING INJ TRUNK
+9269 CRUSHING INJ TRUNK NOS
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+9273 CRUSHING INJURY FINGER
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+9279 CRUSHING INJURY ARM NOS
+92800 CRUSHING INJURY THIGH
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+9283 CRUSHING INJURY TOE
+9288 MULT CRUSHING INJURY LEG
+9289 CRUSHING INJURY LEG NOS
+9290 CRUSH INJ MULT SITE NEC
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+9300 CORNEAL FOREIGN BODY
+9301 FB IN CONJUNCTIVAL SAC
+9302 FB IN LACRIMAL PUNCTUM
+9308 FOREIGN BDY EXT EYE NEC
+9309 FOREIGN BDY EXT EYE NOS
+931 FOREIGN BODY IN EAR
+932 FOREIGN BODY IN NOSE
+9330 FOREIGN BODY IN PHARYNX
+9331 FOREIGN BODY IN LARYNX
+9340 FOREIGN BODY IN TRACHEA
+9341 FOREIGN BODY BRONCHUS
+9348 FB TRACH/BRONCH/LUNG NEC
+9349 FB RESPIRATORY TREE NOS
+9350 FOREIGN BODY IN MOUTH
+9351 FOREIGN BODY ESOPHAGUS
+9352 FOREIGN BODY IN STOMACH
+936 FB IN INTESTINE & COLON
+937 FOREIGN BODY ANUS/RECTUM
+938 FOREIGN BODY GI NOS
+9390 FB BLADDER & URETHRA
+9391 FOREIGN BODY UTERUS
+9392 FOREIGN BDY VULVA/VAGINA
+9393 FOREIGN BODY PENIS
+9399 FOREIGN BDY GU TRACT NOS
+9400 CHEMICAL BURN PERIOCULAR
+9401 BURN PERIOCULAR AREA NEC
+9402 ALKAL BURN CORNEA/CONJUN
+9403 ACID BURN CORNEA/CONJUNC
+9404 BURN CORNEA/CONJUNCT NEC
+9405 BURN W EYEBALL DESTRUCT
+9409 BURN EYE & ADNEXA NOS
+94100 BURN NOS HEAD-UNSPEC
+94101 BURN NOS EAR
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+94114 1ST DEG BURN CHIN
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+94118 1ST DEG BURN NECK
+94119 1ST DEG BURN HEAD-MULT
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+94221 2ND DEG BURN BREAST
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+94224 2ND DEG BURN BACK
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+94250 3RD BRN W LOSS-TRUNK NOS
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+94301 BURN NOS FOREARM
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+94310 1ST DEG BURN ARM NOS
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+94319 1ST DEG BURN ARM-MULT
+94320 2ND DEG BURN ARM NOS
+94321 2ND DEG BURN FOREARM
+94322 2ND DEG BURN ELBOW
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+94324 2ND DEG BURN AXILLA
+94325 2ND DEG BURN SHOULDER
+94326 2ND DEG BURN SCAPULA
+94329 2ND DEG BURN ARM-MULT
+94330 3RD DEG BURN ARM NOS
+94331 3RD DEG BURN FOREARM
+94332 3RD DEG BURN ELBOW
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+94334 3RD DEG BURN AXILLA
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+94336 3RD DEG BURN SCAPULA
+94339 3RD DEG BURN ARM-MULT
+94340 DEEP 3 DEG BURN ARM NOS
+94341 DEEP 3 DEG BURN FOREARM
+94342 DEEP 3 DEG BURN ELBOW
+94343 DEEP 3 DEG BRN UPPER ARM
+94344 DEEP 3 DEG BURN AXILLA
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+94346 DEEP 3 DEG BURN SCAPULA
+94349 DEEP 3 DEG BURN ARM-MULT
+94350 3RD BURN W LOSS-ARM NOS
+94351 3RD BURN W LOSS-FOREARM
+94352 3RD BURN W LOSS-ELBOW
+94353 3RD BRN W LOSS-UPPER ARM
+94354 3RD BURN W LOSS-AXILLA
+94355 3RD BURN W LOSS-SHOULDER
+94356 3RD BURN W LOSS-SCAPULA
+94359 3RD BURN W LOSS ARM-MULT
+94400 BURN NOS HAND-UNSPEC
+94401 BURN NOS FINGER
+94402 BURN NOS THUMB
+94403 BURN NOS MULT FINGERS
+94404 BURN NOS FINGER W THUMB
+94405 BURN NOS PALM
+94406 BURN NOS BACK OF HAND
+94407 BURN NOS WRIST
+94408 BURN NOS HAND-MULTIPLE
+94410 1ST DEG BURN HAND NOS
+94411 1ST DEG BURN FINGER
+94412 1ST DEG BURN THUMB
+94413 1ST DEG BURN MULT FINGER
+94414 1 DEG BURN FINGR W THUMB
+94415 1ST DEG BURN PALM
+94416 1 DEG BURN BACK OF HAND
+94417 1ST DEG BURN WRIST
+94418 1ST DEG BURN HAND-MULT
+94420 2ND DEG BURN HAND NOS
+94421 2ND DEG BURN FINGER
+94422 2ND DEG BURN THUMB
+94423 2ND DEG BURN MULT FINGER
+94424 2 DEG BURN FINGR W THUMB
+94425 2ND DEG BURN PALM
+94426 2 DEG BURN BACK OF HAND
+94427 2ND DEG BURN WRIST
+94428 2ND DEG BURN HAND-MULT
+94430 3RD DEG BURN HAND NOS
+94431 3RD DEG BURN FINGER
+94432 3RD DEG BURN THUMB
+94433 3RD DEG BURN MULT FINGER
+94434 3 DEG BURN FINGR W THUMB
+94435 3RD DEG BURN PALM
+94436 3 DEG BURN BACK OF HAND
+94437 3RD DEG BURN WRIST
+94438 3RD DEG BURN HAND-MULT
+94440 DEEP 3 DEG BRN HAND NOS
+94441 DEEP 3 DEG BURN FINGER
+94442 DEEP 3 DEG BURN THUMB
+94443 DEEP 3RD BRN MULT FINGER
+94444 DEEP 3RD BRN FNGR W THMB
+94445 DEEP 3 DEG BURN PALM
+94446 DEEP 3RD BRN BACK OF HND
+94447 DEEP 3 DEG BURN WRIST
+94448 DEEP 3 DEG BRN HAND-MULT
+94450 3RD BRN W LOSS-HAND NOS
+94451 3RD BURN W LOSS-FINGER
+94452 3RD BURN W LOSS-THUMB
+94453 3RD BRN W LOSS-MULT FNGR
+94454 3RD BRN W LOSS-FNGR/THMB
+94455 3RD BURN W LOSS-PALM
+94456 3RD BRN W LOSS-BK OF HND
+94457 3RD BURN W LOSS-WRIST
+94458 3RD BRN W LOSS HAND-MULT
+94500 BURN NOS LEG-UNSPEC
+94501 BURN NOS TOE
+94502 BURN NOS FOOT
+94503 BURN NOS ANKLE
+94504 BURN NOS LOWER LEG
+94505 BURN NOS KNEE
+94506 BURN NOS THIGH
+94509 BURN NOS LEG-MULTIPLE
+94510 1ST DEG BURN LEG NOS
+94511 1ST DEG BURN TOE
+94512 1ST DEG BURN FOOT
+94513 1ST DEG BURN ANKLE
+94514 1ST DEG BURN LOWER LEG
+94515 1ST DEG BURN KNEE
+94516 1ST DEG BURN THIGH
+94519 1ST DEG BURN LEG-MULT
+94520 2ND DEG BURN LEG NOS
+94521 2ND DEG BURN TOE
+94522 2ND DEG BURN FOOT
+94523 2ND DEG BURN ANKLE
+94524 2ND DEG BURN LOWER LEG
+94525 2ND DEG BURN KNEE
+94526 2ND DEG BURN THIGH
+94529 2ND DEG BURN LEG-MULT
+94530 3RD DEG BURN LEG NOS
+94531 3RD DEG BURN TOE
+94532 3RD DEG BURN FOOT
+94533 3RD DEG BURN ANKLE
+94534 3RD DEG BURN LOW LEG
+94535 3RD DEG BURN KNEE
+94536 3RD DEG BURN THIGH
+94539 3RD DEG BURN LEG-MULT
+94540 DEEP 3RD DEG BRN LEG NOS
+94541 DEEP 3RD DEG BURN TOE
+94542 DEEP 3RD DEG BURN FOOT
+94543 DEEP 3RD DEG BURN ANKLE
+94544 DEEP 3RD DEG BRN LOW LEG
+94545 DEEP 3RD DEG BURN KNEE
+94546 DEEP 3RD DEG BURN THIGH
+94549 DEEP 3 DEG BURN LEG-MULT
+94550 3 DEG BRN W LOSS-LEG NOS
+94551 3 DEG BURN W LOSS-TOE
+94552 3 DEG BURN W LOSS-FOOT
+94553 3 DEG BURN W LOSS-ANKLE
+94554 3 DEG BRN W LOSS-LOW LEG
+94555 3 DEG BURN W LOSS-KNEE
+94556 3 DEG BURN W LOSS-THIGH
+94559 3 DEG BRN W LOSS LEG-MLT
+9460 BURN NOS MULTIPLE SITE
+9461 1ST DEG BURN MULT SITE
+9462 2ND DEG BURN MULT SITE
+9463 3RD DEG BURN MULT SITE
+9464 DEEP 3 DEG BRN MULT SITE
+9465 3RD BRN W LOSS-MULT SITE
+9470 BURN OF MOUTH & PHARYNX
+9471 BURN LARYNX/TRACHEA/LUNG
+9472 BURN OF ESOPHAGUS
+9473 BURN OF GI TRACT
+9474 BURN OF VAGINA & UTERUS
+9478 BURN INTERNAL ORGAN NEC
+9479 BURN INTERNAL ORGAN NOS
+94800 BDY BRN < 10%/3D DEG NOS
+94810 10-19% BDY BRN/3 DEG NOS
+94811 10-19% BDY BRN/10-19% 3D
+94820 20-29% BDY BRN/3 DEG NOS
+94821 20-29% BDY BRN/10-19% 3D
+94822 20-29% BDY BRN/20-29% 3D
+94830 30-39% BDY BRN/3 DEG NOS
+94831 30-39% BDY BRN/10-19% 3D
+94832 30-39% BDY BRN/20-29% 3D
+94833 30-39% BDY BRN/30-39% 3D
+94840 40-49% BDY BRN/3 DEG NOS
+94841 40-49% BDY BRN/10-19% 3D
+94842 40-49% BDY BRN/20-29% 3D
+94843 40-49% BDY BRN/30-39% 3D
+94844 40-49% BDY BRN/40-49% 3D
+94850 50-59% BDY BRN/3 DEG NOS
+94851 50-59% BDY BRN/10-19% 3D
+94852 50-59% BDY BRN/20-29% 3D
+94853 50-59% BDY BRN/30-39% 3D
+94854 50-59% BDY BRN/40-49% 3D
+94855 50-59% BDY BRN/50-59% 3D
+94860 60-69% BDY BRN/3 DEG NOS
+94861 60-69% BDY BRN/10-19% 3D
+94862 60-69% BDY BRN/20-29% 3D
+94863 60-69% BDY BRN/30-39% 3D
+94864 60-69% BDY BRN/40-49% 3D
+94865 60-69% BDY BRN/50-59% 3D
+94866 60-69% BDY BRN/60-69% 3D
+94870 70-79% BDY BRN/3 DEG NOS
+94871 70-79% BDY BRN/10-19% 3D
+94872 70-79% BDY BRN/20-29% 3D
+94873 70-79% BDY BRN/30-39% 3D
+94874 70-79% BDY BRN/40-49% 3D
+94875 70-79% BDY BRN/50-59% 3D
+94876 70-79% BDY BRN/60-69% 3D
+94877 70-79% BDY BRN/70-79% 3D
+94880 80-89% BDY BRN/3 DEG NOS
+94881 80-89% BDY BRN/10-19% 3D
+94882 80-89% BDY BRN/20-29% 3D
+94883 80-89% BDY BRN/30-39% 3D
+94884 80-89% BDY BRN/40-49% 3D
+94885 80-89% BDY BRN/50-59% 3D
+94886 80-89% BDY BRN/60-69% 3D
+94887 80-89% BDY BRN/70-79% 3D
+94888 80-89% BDY BRN/80-89% 3D
+94890 90% + BDY BRN/3D DEG NOS
+94891 90% + BDY BRN/10-19% 3RD
+94892 90% + BDY BRN/20-29% 3RD
+94893 90% + BDY BRN/30-39% 3RD
+94894 90% + BDY BRN/40-49% 3RD
+94895 90% + BDY BRN/50-59% 3RD
+94896 90% + BDY BRN/60-69% 3RD
+94897 90% + BDY BRN/70-79% 3RD
+94898 90% + BDY BRN/80-89% 3RD
+94899 90% + BDY BRN/90% + 3RD
+9490 BURN NOS
+9491 1ST DEGREE BURN NOS
+9492 2ND DEGREE BURN NOS
+9493 3RD DEGREE BURN NOS
+9494 DEEP 3RD DEG BURN NOS
+9495 3RD BURN W LOSS-SITE NOS
+9500 OPTIC NERVE INJURY
+9501 INJURY TO OPTIC CHIASM
+9502 INJURY TO OPTIC PATHWAYS
+9503 INJURY TO VISUAL CORTEX
+9509 INJ OPTIC NERV/PATH NOS
+9510 INJURY OCULOMOTOR NERVE
+9511 INJURY TROCHLEAR NERVE
+9512 INJURY TRIGEMINAL NERVE
+9513 INJURY ABDUCENS NERVE
+9514 INJURY TO FACIAL NERVE
+9515 INJURY TO ACOUSTIC NERVE
+9516 INJURY ACCESSORY NERVE
+9517 INJURY HYPOGLOSSAL NERVE
+9518 INJURY CRANIAL NERVE NEC
+9519 INJURY CRANIAL NERVE NOS
+95200 C1-C4 SPIN CORD INJ NOS
+95201 COMPLETE LES CORD/C1-C4
+95202 ANTERIOR CORD SYND/C1-C4
+95203 CENTRAL CORD SYND/C1-C4
+95204 C1-C4 SPIN CORD INJ NEC
+95205 C5-C7 SPIN CORD INJ NOS
+95206 COMPLETE LES CORD/C5-C7
+95207 ANTERIOR CORD SYND/C5-C7
+95208 CENTRAL CORD SYND/C5-C7
+95209 C5-C7 SPIN CORD INJ NEC
+95210 T1-T6 SPIN CORD INJ NOS
+95211 COMPLETE LES CORD/T1-T6
+95212 ANTERIOR CORD SYND/T1-T6
+95213 CENTRAL CORD SYND/T1-T6
+95214 T1-T6 SPIN CORD INJ NEC
+95215 T7-T12 SPIN CORD INJ NOS
+95216 COMPLETE LES CORD/T7-T12
+95217 ANTERIOR CORD SYN/T7-T12
+95218 CENTRAL CORD SYN/T7-T12
+95219 T7-T12 SPIN CORD INJ NEC
+9522 LUMBAR SPINAL CORD INJUR
+9523 SACRAL SPINAL CORD INJUR
+9524 CAUDA EQUINA INJURY
+9528 SPIN CORD INJ-MULT SITE
+9529 SPINAL CORD INJURY NOS
+9530 CERVICAL ROOT INJURY
+9531 DORSAL ROOT INJURY
+9532 LUMBAR ROOT INJURY
+9533 SACRAL ROOT INJURY
+9534 BRACHIAL PLEXUS INJURY
+9535 LUMBOSACRAL PLEX INJURY
+9538 MULT NERVE ROOT/PLEX INJ
+9539 INJ NERVE ROOT/PLEX NOS
+9540 INJ CERV SYMPATH NERVE
+9541 INJ SYMPATH NERVE NEC
+9548 INJURY TRUNK NERVE NEC
+9549 INJURY TRUNK NERVE NOS
+9550 INJURY AXILLARY NERVE
+9551 INJURY MEDIAN NERVE
+9552 INJURY ULNAR NERVE
+9553 INJURY RADIAL NERVE
+9554 INJ MUSCULOCUTAN NERVE
+9555 INJ CUTAN SENSO NERV/ARM
+9556 INJURY DIGITAL NERVE
+9557 INJ NERVE SHLDR/ARM NEC
+9558 INJ MULT NERVE SHLDR/ARM
+9559 INJ NERVE SHLDR/ARM NOS
+9560 INJURY SCIATIC NERVE
+9561 INJURY FEMORAL NERVE
+9562 INJ POSTERIOR TIB NERVE
+9563 INJURY PERONEAL NERVE
+9564 INJ CUTAN SENSO NERV/LEG
+9565 INJ NERVE PELV/LEG NEC
+9568 INJ MULT NERVE PELV/LEG
+9569 INJ NERVE PELV/LEG NOS
+9570 INJ SUPERF NERV HEAD/NCK
+9571 INJURY TO NERVE NEC
+9578 INJURY TO MULT NERVES
+9579 INJURY TO NERVE NOS
+9580 AIR EMBOLISM
+9581 FAT EMBOLISM
+9582 SECONDARY/RECUR HEMORR
+9583 POSTTRAUM WND INFEC NEC
+9584 TRAUMATIC SHOCK
+9585 TRAUMATIC ANURIA
+9586 VOLKMANN'S ISCH CONTRACT
+9587 TRAUM SUBCUTAN EMPHYSEMA
+9588 EARLY COMPLIC TRAUMA NEC
+95901 HEAD INJURY NOS
+95909 FACE & NECK INJURY
+95911 INJURY OF CHEST WALL NEC
+95912 INJURY OF ABDOMEN NEC
+95913 FX CORPUS CAVRNOSM PENIS
+95914 INJ EXTERNAL GENITAL NEC
+95919 TRUNK INJURY-SITES NEC
+9592 SHLDR/UPPER ARM INJ NOS
+9593 ELB/FOREARM/WRST INJ NOS
+9594 HAND INJURY NOS
+9595 FINGER INJURY NOS
+9596 HIP & THIGH INJURY NOS
+9597 LOWER LEG INJURY NOS
+9598 INJURY MLT SITE/SITE NEC
+9599 INJURY-SITE NOS
+9600 POISONING-PENICILLINS
+9601 POIS-ANTIFUNGAL ANTIBIOT
+9602 POISON-CHLORAMPHENICOL
+9603 POIS-ERYTHROMYC/MACROLID
+9604 POISONING-TETRACYCLINE
+9605 POIS-CEPHALOSPORIN GROUP
+9606 POIS-ANTIMYCOBAC ANTIBIO
+9607 POIS-ANTINEOP ANTIBIOTIC
+9608 POISONING-ANTIBIOTIC NEC
+9609 POISONING-ANTIBIOTIC NOS
+9610 POISONING-SULFONAMIDES
+9611 POIS-ARSENIC ANTI-INFEC
+9612 POIS-HEAV MET ANTI-INFEC
+9613 POIS-QUINOLINE/HYDROXYQU
+9614 POISONING-ANTIMALARIALS
+9615 POIS-ANTIPROTOZ DRUG NEC
+9616 POISONING-ANTHELMINTICS
+9617 POISONING-ANTIVIRAL DRUG
+9618 POIS-ANTIMYCOBAC DRG NEC
+9619 POIS-ANTI-INFECT NEC/NOS
+9620 POIS-CORTICOSTEROIDS
+9621 POISONING-ANDROGENS
+9622 POISONING-OVARIAN HORMON
+9623 POISON-INSULIN/ANTIDIAB
+9624 POIS-ANT PITUITARY HORM
+9625 POIS-POST PITUITARY HORM
+9626 POISONING-PARATHYROIDS
+9627 POISONING-THYROID/DERIV
+9628 POISON-ANTITHYROID AGENT
+9629 POISONING HORMON NEC/NOS
+9630 POIS-ANTIALLRG/ANTIEMET
+9631 POIS-ANTINEOPL/IMMUNOSUP
+9632 POISONING-ACIDIFYING AGT
+9633 POISONING-ALKALIZING AGT
+9634 POISONING-ENZYMES NEC
+9635 POISONING-VITAMINS NEC
+9638 POISONING-SYSTEM AGT NEC
+9639 POISONING-SYSTEM AGT NOS
+9640 POISONING-IRON/COMPOUNDS
+9641 POISON-LIVER/ANTIANEMICS
+9642 POISONING-ANTICOAGULANTS
+9643 POISONING-VITAMIN K
+9644 POISON-FIBRINOLYSIS AGNT
+9645 POISONING-COAGULANTS
+9646 POISONING-GAMMA GLOBULIN
+9647 POISONING-BLOOD PRODUCT
+9648 POISONING-BLOOD AGT NEC
+9649 POISONING-BLOOD AGT NOS
+96500 POISONING-OPIUM NOS
+96501 POISONING-HEROIN
+96502 POISONING-METHADONE
+96509 POISONING-OPIATES NEC
+9651 POISONING-SALICYLATES
+9654 POIS-AROM ANALGESICS NEC
+9655 POISONING-PYRAZOLE DERIV
+96561 POIS-PROPIONIC ACID DERV
+96569 POISON-ANTIRHEUMATIC NEC
+9657 POIS-NO-NARC ANALGES NEC
+9658 POIS-ANALGES/ANTIPYR NEC
+9659 POIS-ANALGES/ANTIPYR NOS
+9660 POISON-OXAZOLIDINE DERIV
+9661 POISON-HYDANTOIN DERIVAT
+9662 POISONING-SUCCINIMIDES
+9663 POIS-ANTICONVUL NEC/NOS
+9664 POIS-ANTI-PARKINSON DRUG
+9670 POISONING-BARBITURATES
+9671 POISONING-CHLORAL HYDRAT
+9672 POISONING-PARALDEHYDE
+9673 POISONING-BROMINE COMPND
+9674 POISONING-METHAQUALONE
+9675 POISONING-GLUTETHIMIDE
+9676 POISON-MIX SEDATIVE NEC
+9678 POIS-SEDATIVE/HYPNOT NEC
+9679 POIS-SEDATIVE/HYPNOT NOS
+9680 POIS-CNS MUSCLE DEPRESS
+9681 POISONING-HALOTHANE
+9682 POISON-GAS ANESTHET NEC
+9683 POISON-INTRAVEN ANESTHET
+9684 POIS-GEN ANESTH NEC/NOS
+9685 POIS-TOPIC/INFILT ANESTH
+9686 POIS-NERVE/PLEX-BLK ANES
+9687 POISON-SPINAL ANESTHETIC
+9689 POIS-LOCAL ANEST NEC/NOS
+9690 POISONING-ANTIDEPRESSANT
+9691 POIS-PHENOTHIAZINE TRANQ
+9692 POIS-BUTYROPHENONE TRANQ
+9693 POISON-ANTIPSYCHOTIC NEC
+9694 POIS-BENZODIAZEPINE TRAN
+9695 POISON-TRANQUILIZER NEC
+9696 POISONING-HALLUCINOGENS
+9697 POISON-PSYCHOSTIMULANTS
+9698 POISON-PSYCHOTROPIC NEC
+9699 POISON-PSYCHOTROPIC NOS
+9700 POISONING-ANALEPTICS
+9701 POISON-OPIATE ANTAGONIST
+9708 POIS-CNS STIMULANTS NEC
+9709 POIS-CNS STIMULANT NOS
+9710 POIS-PARASYMPATHOMIMETIC
+9711 POIS-PARASYMPATHOLYTICS
+9712 POISON-SYMPATHOMIMETICS
+9713 POISONING-SYMPATHOLYTICS
+9719 POIS-AUTONOMIC AGENT NOS
+9720 POIS-CARD RHYTHM REGULAT
+9721 POISONING-CARDIOTONICS
+9722 POISONING-ANTILIPEMICS
+9723 POIS-GANGLION BLOCK AGT
+9724 POIS-CORONARY VASODILAT
+9725 POISON-VASODILATOR NEC
+9726 POIS-ANTIHYPERTEN AGENT
+9727 POISON-ANTIVARICOSE DRUG
+9728 POISON-CAPILLARY ACT AGT
+9729 POIS-CARDIOVASC AGT NEC
+9730 POIS-ANTACID/ANTIGASTRIC
+9731 POIS-IRRITANT CATHARTICS
+9732 POIS-EMOLLIENT CATHARTIC
+9733 POISONING-CATHARTIC NEC
+9734 POISONING-DIGESTANTS
+9735 POISONING-ANTIDIARRH AGT
+9736 POISONING-EMETICS
+9738 POISONING-GI AGENTS NEC
+9739 POISONING-GI AGENT NOS
+9740 POIS-MERCURIAL DIURETICS
+9741 POIS-PURINE DIURETICS
+9742 POIS-H2CO3 ANHYDRA INHIB
+9743 POISONING-SALURETICS
+9744 POISONING-DIURETICS NEC
+9745 POIS-ELECTRO/CAL/WAT AGT
+9746 POISON-MINERAL SALTS NEC
+9747 POIS-URIC ACID METABOL
+9750 POISONING-OXYTOCIC AGENT
+9751 POIS-SMOOTH MUSCLE RELAX
+9752 POIS-SKELET MUSCLE RELAX
+9753 POISON-MUSCLE AGENT NEC
+9754 POISONING-ANTITUSSIVES
+9755 POISONING-EXPECTORANTS
+9756 POIS-ANTI-COLD DRUGS
+9757 POISONING-ANTIASTHMATICS
+9758 POIS-RESPIR DRUG NEC/NOS
+9760 POIS-LOCAL ANTI-INFECT
+9761 POISONING-ANTIPRURITICS
+9762 POIS-LOC ASTRING/DETERG
+9763 POIS-EMOL/DEMUL/PROTECT
+9764 POISON-HAIR/SCALP PREP
+9765 POIS-EYE ANTI-INFEC/DRUG
+9766 POISON-ENT PREPARATION
+9767 POIS-TOPICAL DENTAL DRUG
+9768 POIS-SKIN/MEMBR AGNT NEC
+9769 POIS-SKIN/MEMBR AGNT NOS
+9770 POISONING-DIETETICS
+9771 POISON-LIPOTROPIC DRUGS
+9772 POISONING-ANTIDOTES NEC
+9773 POISON-ALCOHOL DETERRENT
+9774 POIS-PHARMACEUT EXCIPIEN
+9778 POISON-MEDICINAL AGT NEC
+9779 POISON-MEDICINAL AGT NOS
+9780 POISONING-BCG VACCINE
+9781 POIS-TYPH/PARATYPH VACC
+9782 POISONING-CHOLERA VACCIN
+9783 POISONING-PLAGUE VACCINE
+9784 POISONING-TETANUS VACCIN
+9785 POIS-DIPHTHERIA VACCINE
+9786 POIS-PERTUSSIS VACCINE
+9788 POIS-BACT VACCIN NEC/NOS
+9789 POIS-MIX BACTER VACCINES
+9790 POISON-SMALLPOX VACCINE
+9791 POISON-RABIES VACCINE
+9792 POISON-TYPHUS VACCINE
+9793 POIS-YELLOW FEVER VACCIN
+9794 POISONING-MEASLES VACCIN
+9795 POIS-POLIOMYELIT VACCINE
+9796 POIS-VIRAL/RICK VACC NEC
+9797 POISONING-MIXED VACCINE
+9799 POIS-VACCINE/BIOLOG NEC
+9800 TOXIC EFF ETHYL ALCOHOL
+9801 TOXIC EFF METHYL ALCOHOL
+9802 TOXIC EFF ISOPROPYL ALC
+9803 TOXIC EFFECT FUSEL OIL
+9808 TOXIC EFFECT ALCOHOL NEC
+9809 TOXIC EFFECT ALCOHOL NOS
+981 TOXIC EFF PETROLEUM PROD
+9820 TOXIC EFFECT BENZENE
+9821 TOXIC EFF CARBON TETRACH
+9822 TOXIC EFF CARBON DISULFI
+9823 TX EF CL-HYDCARB SLV NEC
+9824 TOXIC EFFECT NITROGLYCOL
+9828 TOXIC EFF NONPETROL SOLV
+9830 TOX EFF CORROSIVE AROMAT
+9831 TOXIC EFFECT ACIDS
+9832 TOXIC EFF CAUSTIC ALKALI
+9839 TOXIC EFFECT CAUSTIC NOS
+9840 TX EFF INORG LEAD COMPND
+9841 TOX EFF ORG LEAD COMPND
+9848 TOX EFF LEAD COMPND NEC
+9849 TOX EFF LEAD COMPND NOS
+9850 TOXIC EFFECT MERCURY
+9851 TOXIC EFFECT ARSENIC
+9852 TOXIC EFFECT MANGANESE
+9853 TOXIC EFFECT BERYLLIUM
+9854 TOXIC EFFECT ANTIMONY
+9855 TOXIC EFFECT CADMIUM
+9856 TOXIC EFFECT CHROMIUM
+9858 TOXIC EFFECT METALS NEC
+9859 TOXIC EFFECT METAL NOS
+986 TOX EFF CARBON MONOXIDE
+9870 TOXIC EFF LIQ PETROL GAS
+9871 TOX EF HYDROCARB GAS NEC
+9872 TOXIC EFF NITROGEN OXIDE
+9873 TOXIC EFF SULFUR DIOXIDE
+9874 TOXIC EFFECT FREON
+9875 TOX EFF LACRIMOGENIC GAS
+9876 TOXIC EFF CHLORINE GAS
+9877 TOX EFF HYDROCYAN ACD GS
+9878 TOXIC EFF GAS/VAPOR NEC
+9879 TOXIC EFF GAS/VAPOR NOS
+9880 TOXIC EFF FISH/SHELLFISH
+9881 TOXIC EFFECT MUSHROOMS
+9882 TOX EFF BERRY/PLANT NEC
+9888 TOX EFF NOXIOUS FOOD NEC
+9889 TOX EFF NOXIOUS FOOD NOS
+9890 TOXIC EFFECT CYANIDES
+9891 TOXIC EFFECT STRYCHNINE
+9892 TOX EFF CHLOR HYDROCARB
+9893 TOX EFF ORGANPHOS/CARBAM
+9894 TOXIC EFF PESTICIDES NEC
+9895 TOXIC EFFECT VENOM
+9896 TOXIC EFF SOAP/DETERGENT
+9897 TOX EFF AFLATOX/MYCOTOX
+98981 TOXIC EFFECT OF ASBESTOS
+98982 TOXIC EFFECT OF LATEX
+98983 TOXIC EFFECT OF SILICONE
+98984 TOXIC EFFECT OF TOBACCO
+98989 TOX EFF NONMED SUBST NEC
+9899 TOX EFF NONMED SUBST NOS
+990 EFFECTS RADIATION NOS
+9910 FROSTBITE OF FACE
+9911 FROSTBITE OF HAND
+9912 FROSTBITE OF FOOT
+9913 FROSTBITE NEC/NOS
+9914 IMMERSION FOOT
+9915 CHILBLAINS
+9916 HYPOTHERMIA
+9918 EFFECT REDUCED TEMP NEC
+9919 EFFECT REDUCED TEMP NOS
+9920 HEAT STROKE & SUNSTROKE
+9921 HEAT SYNCOPE
+9922 HEAT CRAMPS
+9923 HEAT EXHAUST-ANHYDROTIC
+9924 HEAT EXHAUST-SALT DEPLE
+9925 HEAT EXHAUSTION NOS
+9926 HEAT FATIGUE, TRANSIENT
+9927 HEAT EDEMA
+9928 HEAT EFFECT NEC
+9929 HEAT EFFECT NOS
+9930 BAROTRAUMA, OTITIC
+9931 BAROTRAUMA, SINUS
+9932 EFF HIGH ALTITUD NEC/NOS
+9933 CAISSON DISEASE
+9934 EFF AIR PRESS BY EXPLOS
+9938 EFFECT AIR PRESSURE NEC
+9939 EFFECT AIR PRESSURE NOS
+9940 EFFECTS OF LIGHTNING
+9941 DROWNING/NONFATAL SUBMER
+9942 EFFECTS OF HUNGER
+9943 EFFECTS OF THIRST
+9944 EXHAUSTION-EXPOSURE
+9945 EXHAUSTION-EXCESS EXERT
+9946 MOTION SICKNESS
+9947 ASPHYXIATION/STRANGULAT
+9948 EFFECTS ELECTRIC CURRENT
+9949 EFFECT EXTERNAL CAUS NEC
+9950 ANAPHYLACTIC SHOCK
+9951 ANGIONEUROTIC EDEMA
+9952 ADV EFF MED/BIOL SUB NOS
+9953 ALLERGY, UNSPECIFIED
+9954 SHOCK DUE TO ANESTHESIA
+99550 CHILD ABUSE NOS
+99551 CHILD EMOTNL/PSYCH ABUSE
+99552 CHILD NEGLECT-NUTRITION
+99553 CHILD SEXUAL ABUSE
+99554 CHILD PHYSICAL ABUSE
+99555 SHAKEN INFANT SYNDROME
+99559 CHILD ABUSE/NEGLECT NEC
+99560 ANPHYLCT SHK FOOD NOS
+99561 ANPHYLCT SHK PEANUTS
+99562 ANPHYLCT SHK CRSTACNS
+99563 ANPHYLCT SHK FRTS VEG
+99564 ANPHYLCT SHK TR NTS SEED
+99565 ANPHYLCT SHK FISH
+99566 ANPHYLCT SHK FOOD ADDTV
+99567 ANPHYLCT SHK MILK PROD
+99568 ANPHYLCT SHK EGGS
+99569 ANPHYLCT SHK OT SPF FOOD
+9957 ADVERSE FOOD REACT NEC
+99580 ADULT MALTREATMENT NOS
+99581 ADULT PHYSICAL ABUSE
+99582 ADULT EMOTNL/PSYCH ABUSE
+99583 ADULT SEXUAL ABUSE
+99584 ADULT NEGLECT-NUTRITION
+99585 OTH ADULT ABUSE/NEGLECT
+99586 MALIGNANT HYPERTHERMIA
+99589 ADVERSE EFFECT NEC
+99590 SIRS, NOS
+99591 SIRS-INFECT W/O ORG DYSF
+99592 SIRS-INFECT W ORGAN DYSF
+99593 SIRS-NONINF W/O ORGN DYS
+99594 SIRS-NONINFEC W ORGN DYS
+99600 MALFUNC CARD DEV/GRF NOS
+99601 MALFUNC CARDIAC PACEMAKE
+99602 MALFUNC PROSTH HRT VALVE
+99603 MALFUNC CORON BYPASS GRF
+99604 MCH CMP AUTM MPLNT DFBRL
+99609 MALFUNC CARD DEV/GRF NEC
+9961 MALFUNC VASC DEVICE/GRAF
+9962 MALFUN NEURO DEVICE/GRAF
+99630 MALFUNC GU DEV/GRAFT NOS
+99631 MALFUNC URETHRAL CATH
+99632 MALFUNCTION IUD
+99639 MALFUNC GU DEV/GRAFT NEC
+99640 CMP INT ORTH DEV/GFT NOS
+99641 MECH LOOSENING PROS JT
+99642 DISLOCATE PROSTHETIC JT
+99643 PROSTHTC JT IMPLANT FAIL
+99644 PERIPROSTHETC FX-PROS JT
+99645 PERIPROSTHETC OSTEOLYSIS
+99646 ARTICULAR WEAR PROSTH JT
+99647 MECH COM PROS JT IMPLANT
+99649 MECH COM ORTH DEV NEC
+99651 CORNEAL GRFT MALFUNCTION
+99652 OTH TISSUE GRAFT MALFUNC
+99653 LENS PROSTHESIS MALFUNC
+99654 BREAST PROSTH MALFUNC
+99655 COMP-ARTIFICIAL SKIN GRF
+99656 COMP-PERITON DIALYS CATH
+99657 COMPLCATION-INSULIN PUMP
+99659 MALFUNC OTH DEVICE/GRAFT
+99660 REACTION-UNSP DEVIC/GRFT
+99661 REACT-CARDIAC DEV/GRAFT
+99662 REACT-OTH VASC DEV/GRAFT
+99663 REACT-NERV SYS DEV/GRAFT
+99664 REACT-INDWELL URIN CATH
+99665 REACT-OTH GENITOURIN DEV
+99666 REACT-INTER JOINT PROST
+99667 REACT-OTH INT ORTHO DEV
+99668 REACT-PERITON DIALY CATH
+99669 REACT-INT PROS DEVIC NEC
+99670 COMP-UNSP DEVICE/GRAFT
+99671 COMP-HEART VALVE PROSTH
+99672 COMP-OTH CARDIAC DEVICE
+99673 COMP-REN DIALYS DEV/GRFT
+99674 COMP-OTH VASC DEV/GRAFT
+99675 COMP-NERV SYS DEV/GRAFT
+99676 COMP-GENITOURIN DEV/GRFT
+99677 COMP-INTERNAL JOINT PROS
+99678 COMP-OTH INT ORTHO DEVIC
+99679 COMP-INT PROST DEVIC NEC
+99680 COMP ORGAN TRANSPLNT NOS
+99681 COMPL KIDNEY TRANSPLANT
+99682 COMPL LIVER TRANSPLANT
+99683 COMPL HEART TRANSPLANT
+99684 COMPL LUNG TRANSPLANT
+99685 COMPL MARROW TRANSPLANT
+99686 COMPL PANCREAS TRANSPLNT
+99687 COMP INTESTINE TRANSPLNT
+99689 COMP OTH ORGAN TRANSPLNT
+99690 COMP REATTACH EXTREM NOS
+99691 COMPL REATTACHED FOREARM
+99692 COMPL REATTACHED HAND
+99693 COMPL REATTACHED FINGER
+99694 COMPL REATTACHED ARM NEC
+99695 COMPL REATTACHED FOOT
+99696 COMPL REATTACHED LEG NEC
+99699 COMPL REATTACH PART NEC
+99700 NERVOUS SYST COMPLC NOS
+99701 SURG COMPLICATION - CNS
+99702 IATROGEN CV INFARC/HMRHG
+99709 SURG COMP NERV SYSTM NEC
+9971 SURG COMPL-HEART
+9972 SURG COMP-PERI VASC SYST
+9973 SURG COMPLIC-RESPIR SYST
+9974 SURG COMP-DIGESTV SYSTEM
+9975 SURG COMPL-URINARY TRACT
+99760 AMPUTAT STUMP COMPL NOS
+99761 NEUROMA AMPUTATION STUMP
+99762 INFECTION AMPUTAT STUMP
+99769 AMPUTAT STUMP COMPL NEC
+99771 VASC COMP MESENTERIC ART
+99772 VASC COMP RENAL ARTERY
+99779 VASCULAR COMP VESSEL NEC
+99791 SURG COMP - HYPERTENSION
+99799 SURG COMPL-BODY SYST NEC
+9980 POSTOPERATIVE SHOCK
+99811 HEMORRHAGE COMPLIC PROC
+99812 HEMATOMA COMPLIC PROC
+99813 SEROMA COMPLICTING PROC
+9982 ACCIDENTAL OP LACERATION
+99831 DISRUP-INTERNAL OP WOUND
+99832 DISRUP-EXTERNAL OP WOUND
+9984 FB LEFT DURING PROCEDURE
+99851 INFECTED POSTOP SEROMA
+99859 OTHER POSTOP INFECTION
+9986 PERSIST POSTOP FISTULA
+9987 POSTOP FORGN SUBST REACT
+99881 EMPHYSEMA RSULT FRM PROC
+99882 CTRCT FRGMT FRM CTR SURG
+99883 NON-HEALING SURGCL WOUND
+99889 OTH SPCF CMPLC PROCD NEC
+9989 SURGICAL COMPLICAT NOS
+9990 GENERALIZED VACCINIA
+9991 AIR EMBOL COMP MED CARE
+9992 VASC COMP MED CARE NEC
+9993 INFEC COMPL MED CARE NEC
+9994 ANAPHYLACTIC SHOCK-SERUM
+9995 SERUM REACTION NEC
+9996 ABO INCOMPATIBILITY REAC
+9997 RH INCOMPATIBILITY REACT
+9998 TRANSFUSION REACTION NEC
+9999 COMPLIC MED CARE NEC/NOS
+E8000 RR COLLISION NOS-EMPLOY
+E8001 RR COLL NOS-PASSENGER
+E8002 RR COLL NOS-PEDESTRIAN
+E8003 RR COLL NOS-PED CYCLIST
+E8008 RR COLL NOS-PERSON NEC
+E8009 RR COLL NOS-PERSON NOS
+E8010 RR COLL W OTH OBJ-EMPLOY
+E8011 RR COLL W OTH OBJ-PASNGR
+E8012 RR COLL W OTH OBJ-PEDEST
+E8013 RR COLL W OTH OBJ-CYCL
+E8018 RR COL W OTH OBJ-PER NEC
+E8019 RR COL W OTH OBJ-PER NOS
+E8020 RR ACC W DERAIL-EMPLOYEE
+E8021 RR ACC W DERAIL-PASSENG
+E8022 RR ACC W DERAIL-PEDEST
+E8023 RR ACC W DERAIL-PED CYCL
+E8028 RR ACC W DERAIL-PERS NEC
+E8029 RR ACC W DERAIL-PERS NOS
+E8030 RR ACC W EXPLOSION-EMPL
+E8031 RR ACC W EXPLOS-PASNGR
+E8032 RR ACC W EXPLOS-PEDEST
+E8033 RR ACC W EXPLOS-PED CYCL
+E8038 RR ACC W EXPLOS-PERS NEC
+E8039 RR ACC W EXPLOS-PERS NOS
+E8040 FALL ON/FROM TRAIN-EMPL
+E8041 FALL FROM TRAIN-PASSENGR
+E8042 FALL FROM TRAIN-PEDEST
+E8043 FALL FROM TRAIN-PED CYCL
+E8048 FALL FROM TRAIN-PERS NEC
+E8049 FALL FROM TRAIN-PERS NOS
+E8050 HIT BY TRAIN-EMPLOYEE
+E8051 HIT BY TRAIN-PASSENGER
+E8052 HIT BY TRAIN-PEDESTRIAN
+E8053 HIT BY TRAIN-PED CYCLIST
+E8058 HIT BY TRAIN-PERSON NEC
+E8059 HIT BY TRAIN-PERSON NOS
+E8060 RR ACC NEC-EMPLOYEE
+E8061 RR ACC NEC-PASSENGER
+E8062 RR ACC NEC-PEDESTRIAN
+E8063 RR ACC NEC-PED CYCLIST
+E8068 RR ACC NEC-PERSON NEC
+E8069 RR ACC NEC-PERSON NOS
+E8070 RR ACCIDENT NOS-EMPLOYEE
+E8071 RR ACC NOS-PASSENGER
+E8072 RR ACC NOS-PEDESTRIAN
+E8073 RR ACC NOS-PED CYCLIST
+E8078 RR ACC NOS-PERSON NEC
+E8079 RR ACC NOS-PERSON NOS
+E8100 MV-TRAIN COLL-DRIVER
+E8101 MV-TRAIN COLL-PASNGR
+E8102 MV-TRAIN COLL-MOTORCYCL
+E8103 MV-TRAIN COLL-MCYCL PSGR
+E8104 MV-TRAIN COLL-ST CAR
+E8105 MV-TRAIN COLL-ANIM RID
+E8106 MV-TRAIN COLL-PED CYCL
+E8107 MV-TRAIN COLL-PEDEST
+E8108 MV-TRAIN COLL-PERS NEC
+E8109 MV-TRAIN COLL-PERS NOS
+E8110 REENTRANT MV COLL-DRIVER
+E8111 REENTRANT MV COLL-PASNGR
+E8112 REENTRANT COLL-MOTCYCL
+E8113 REENTRANT COLL-MCYC PSGR
+E8114 REENTRANT COLL-ST CAR
+E8115 REENTRANT COLL-ANIM RID
+E8116 REENTRANT COLL-PED CYCL
+E8117 REENTRANT COLL-PEDEST
+E8118 REENTRANT COLL-PERS NEC
+E8119 REENTRANT COLL-PERS NOS
+E8120 MV COLLISION NOS-DRIVER
+E8121 MV COLLISION NOS-PASNGR
+E8122 MV COLLIS NOS-MOTORCYCL
+E8123 MV COLL NOS-MCYCL PSNGR
+E8124 MV COLLISION NOS-ST CAR
+E8125 MV COLL NOS-ANIM RID
+E8126 MV COLL NOS-PED CYCL
+E8127 MV COLLISION NOS-PEDEST
+E8128 MV COLLIS NOS-PERS NEC
+E8129 MV COLLIS NOS-PERS NOS
+E8130 MV-OTH VEH COLL-DRIVER
+E8131 MV-OTH VEH COLL-PASNGR
+E8132 MV-OTH VEH COLL-MOTCYCL
+E8133 MV-OTH VEH COLL-MCYC PSG
+E8134 MV-OTH VEH COLL-ST CAR
+E8135 MV-OTH VEH COLL-ANIM RID
+E8136 MV-OTH VEH COLL-PED CYCL
+E8137 MV-OTH VEH COLL-PEDEST
+E8138 MV-OTH VEH COLL-PERS NEC
+E8139 MV-OTH VEH COLL-PERS NOS
+E8140 MV COLL W PEDEST-DRIVER
+E8141 MV COLL W PEDEST-PASNGR
+E8142 MV COLL W PEDEST-MOTCYCL
+E8143 MV COLL W PED-MCYCL PSGR
+E8144 MV COLL W PEDEST-ST CAR
+E8145 MV COLL W PED-ANIM RID
+E8146 MV COLL W PED-PED CYCL
+E8147 MV COLL W PEDEST-PEDEST
+E8148 MV COLL W PEDES-PERS NEC
+E8149 MV COLL W PEDES-PERS NOS
+E8150 MV COLL W OTH OBJ-DRIVER
+E8151 MV COLL W OTH OBJ-PASNGR
+E8152 MV COLL W OTH OBJ-MOCYCL
+E8153 MV COLL W OBJ-MCYCL PSGR
+E8154 MV COLL W OBJ-ST CAR
+E8155 MV COLL W OBJ-ANIM RIDER
+E8156 MV COLL W OBJ-PED CYCL
+E8157 MV COLL W OBJ-PEDEST
+E8158 MV COLL W OBJ-PERS NEC
+E8159 MV COLL W OBJ-PERS NOS
+E8160 LOSS CONTROL MV ACC-DRIV
+E8161 LOSS CONTROL MV ACC-PSGR
+E8162 LOSS CONTROL MV-MOCYCL
+E8163 LOSS CONTROL MV-MCYC PSG
+E8164 LOSS CONT MV ACC-ST CAR
+E8165 LOSS CONT MV-ANIM RIDER
+E8166 LOSS CONTROL MV-PED CYCL
+E8167 LOSS CONTROL MV-PEDEST
+E8168 LOSS CONTROL MV-PERS NEC
+E8169 LOSS CONTROL MV-PERS NOS
+E8170 MV ACC BOARD/ALIGHT-DRIV
+E8171 MV ACC BOARD/ALIGHT-PSGR
+E8172 MV BOARD/ALIGHT-MOTCYCL
+E8173 MV BRD/ALIGHT-MCYCL PSGR
+E8174 MV ACC BRD/ALIGHT-ST CAR
+E8175 MV BRD/ALIGHT-ANIM RIDER
+E8176 MV BRD/ALIGHT-PED CYCL
+E8177 MV BRD/ALIGHT-PEDESTRIAN
+E8178 MV BOARD/ALIGHT-PERS NEC
+E8179 MV BOARD/ALIGHT-PERS NOS
+E8180 MV TRAFF ACC NEC-DRIVER
+E8181 MV TRAFF ACC NEC-PASNGR
+E8182 MV TRAFF ACC NEC-MOCYCL
+E8183 MV TRAFF ACC-MCYCL PSGR
+E8184 MV TRAFF ACC NEC-ST CAR
+E8185 MV TRAFF ACC-ANIM RIDER
+E8186 MV TRAFF ACC-PED CYC
+E8187 MV TRAFF ACC NEC-PEDEST
+E8188 MV TRAFF ACC-PERS NEC
+E8189 MV TRAFF ACC-PERS NOS
+E8190 TRAFFIC ACC NOS-DRIVER
+E8191 TRAFFIC ACC NOS-PASNGR
+E8192 TRAFFIC ACC NOS-MOTCYCL
+E8193 TRAFF ACC NOS-MCYCL PSGR
+E8194 TRAFFIC ACC NOS-ST CAR
+E8195 TRAFF ACC NOS-ANIM RIDER
+E8196 TRAFFIC ACC NOS-PED CYCL
+E8197 TRAFFIC ACC NOS-PEDEST
+E8198 TRAFFIC ACC NOS-PERS NEC
+E8199 TRAFFIC ACC NOS-PERS NOS
+E8200 SNOW VEH ACC-DRIVER
+E8201 SNOW VEH ACC-PASNGR
+E8202 SNOW VEH ACC-MOTORCYCL
+E8203 SNOW VEH ACC-MCYCL PSGR
+E8204 SNOW VEH ACC-ST CAR
+E8205 SNOW VEH ACC-ANIM RIDER
+E8206 SNOW VEH ACC-PED CYCL
+E8207 SNOW VEH ACC-PEDEST
+E8208 SNOW VEH ACC-PERS NEC
+E8209 SNOW VEH ACC-PERS NOS
+E8210 OTH OFF-ROAD MV ACC-DRIV
+E8211 OTH OFF-ROAD MV ACC-PSGR
+E8212 OTH OFF-ROAD MV-MOCYCL
+E8213 OTH OFF-ROAD MV-MCYC PSG
+E8214 OTH OFF-ROAD MV-ST CAR
+E8215 OTH OFF-ROAD MV-ANIM RID
+E8216 OTH OFF-ROAD MV-PED CYCL
+E8217 OTH OFF-ROAD MV-PEDEST
+E8218 OTH OFF-ROAD MV-PERS NEC
+E8219 OTH OFF-ROAD MV-PERS NOS
+E8220 OTH COLL W MOV OBJ-DRIV
+E8221 OTH COLL W MOV OBJ-PSGR
+E8222 OTH COLL MOV OBJ-MOCYCL
+E8223 OTH COLL MOV OBJ-CYC PSG
+E8224 OTH COLL MOV OBJ-ST CAR
+E8225 OTH COLL MOV OBJ-RIDER
+E8226 OTH COLL MOV OBJ-PED CYC
+E8227 OTH COLL MOV OBJ-PEDEST
+E8228 OTH COLL MOV OBJ-PER NEC
+E8229 OTH COLL MOV OBJ-PER NOS
+E8230 OTH COLL STNDNG OBJ-DRIV
+E8231 OTH COLL STNDNG OBJ-PSGR
+E8232 OTH COLL STND OBJ-MOCYCL
+E8233 OTH COLL STN OBJ-CYC PSG
+E8234 OTH COLL STND OBJ-ST CAR
+E8235 OTH COLL STND OBJ-RIDER
+E8236 OTH COLL STN OBJ-PED CYC
+E8237 OTH COLL STND OBJ-PEDEST
+E8238 OTH COLL STN OBJ-PER NEC
+E8239 OTH COL-STND-OBJ-PER NOS
+E8240 N-TRAF BOARD/ALIGHT-DRIV
+E8241 N-TRAF BOARD/ALIGHT-PSGR
+E8242 N-TRAF BRD/ALIGHT-MOCYCL
+E8243 N-TRAF BRD/ALIT-MCYC PSG
+E8244 N-TRAF BRD/ALIT-ST CAR
+E8245 N-TRAF BRD/ALIT-ANIM RID
+E8246 N-TRAF BRD/ALIT-PED CYCL
+E8247 N-TRAF BRD/ALIT-PEDEST
+E8248 N-TRAF BRD/ALIT-PERS NEC
+E8249 N-TRAF BRD/ALIT-PERS NOS
+E8250 MV N-TRAFF ACC NEC-DRIV
+E8251 MV N-TRAFF NEC/NOS-PSGR
+E8252 MV N-TRAF ACC NEC-MOCYCL
+E8253 MV N-TRAFF NEC-MCYC PSGR
+E8254 MV N-TRAFF NEC-ST CAR
+E8255 MV N-TRAF NEC-ANIM RIDER
+E8256 MV N-TRAFF NEC-PED CYCL
+E8257 MV N-TRAFF NEC-PEDEST
+E8258 MV N-TRAFF NEC-PERS NEC
+E8259 MV N-TRAFF NEC-PERS NOS
+E8260 PEDAL CYCLE ACC-PEDEST
+E8261 PED CYCL ACC-PED CYCLIST
+E8262 PED CYCLE ACC-ANIM RIDER
+E8263 PED CYC ACC-OCC ANIM VEH
+E8264 PED CYCLE ACC-OCC ST CAR
+E8268 PED CYCLE ACC-PERS NEC
+E8269 PED CYCLE ACC-PERS NOS
+E8270 ANIMAL DRAWN VEH-PEDEST
+E8272 ANIM DRAWN VEH-ANIM RID
+E8273 ANIMAL DRAWN VEH-OCCUPAN
+E8274 ANIM DRAWN-OCC ST CAR
+E8278 ANIM DRAWN VEH-PERS NEC
+E8279 ANIM DRAWN VEH-PERS NOS
+E8280 RIDDEN ANIMAL ACC-PEDEST
+E8282 RIDDEN ANIMAL ACC-RIDER
+E8284 RIDDEN ANIMAL ACC-ST CAR
+E8288 RIDDEN ANIM ACC-PERS NEC
+E8289 RIDDEN ANIM ACC-PERS NOS
+E8290 OTH ROAD VEH ACC-PEDEST
+E8294 OTH RD VEH ACC-ST CAR
+E8298 OTH RD VEH ACC-PERS NEC
+E8299 OTH RD VEH ACC-PERS NOS
+E8300 BOAT ACC W SUBMERS-UNPOW
+E8301 BOAT ACC W SUBMERS-POWER
+E8302 BOAT ACC W SUBMERS-CREW
+E8303 BOAT ACC W SUBMERS-PSGR
+E8304 BOAT SUBMERS-WATER SKIER
+E8305 BOAT SUBMERS-SWIMMER
+E8306 BOAT SUBMERS-DOCKERS
+E8308 BOAT SUBMERS-PERS NEC
+E8309 BOAT SUBMERS-PERS NOS
+E8310 BOAT ACC INJ NEC-UNPOWER
+E8311 BOAT ACC INJ NEC-POWER
+E8312 BOAT ACC INJ NEC-CREW
+E8313 BOAT ACC INJ NEC-PASSENG
+E8314 BOAT ACC INJ NEC-SKIER
+E8315 BOAT ACC INJ NEC-SWIM
+E8316 BOAT ACC INJ NEC-DOCKER
+E8318 BOAT INJ NEC-PERSON NEC
+E8319 BOAT INJ NEC-PERSON NOS
+E8320 SUBMERS NEC-UNPOW BOAT
+E8321 SUBMERS NEC-POWER BOAT
+E8322 SUBMERS NEC-CREW
+E8323 SUBMERS NEC-PASSENGER
+E8324 SUBMERS NEC-WATER SKIER
+E8325 SUBMERS NEC-SWIMMER
+E8326 SUBMERS NEC-DOCKER
+E8328 SUBMERS NEC-PERSON NEC
+E8329 SUBMERS NEC-PERSON NOS
+E8330 W/CRAFT STAIR FALL-UNPOW
+E8331 W/CRAFT STAIR FALL-POWER
+E8332 WTRCRAFT STAIR FALL-CREW
+E8333 WTRCRAFT STAIR FALL-PSGR
+E8334 W/CRAFT STAIR FALL-SKIER
+E8335 W/CRAFT STAIR FALL-SWIM
+E8336 W/CRF STAIR FALL-DOCKER
+E8338 W/CRF STAIR FALL-PER NEC
+E8339 W/CRF STAIR FALL-PER NOS
+E8340 W/CRAFT FALL NEC-UNPOW
+E8341 W/CRAFT FALL NEC-POWER
+E8342 WATERCRAFT FALL NEC-CREW
+E8343 WTRCRAFT FALL NEC-PASNGR
+E8344 W/CRAFT FALL NEC-SKIER
+E8345 W/CRAFT FALL NEC-SWIM
+E8346 WTRCRAFT FALL NEC-DOCKER
+E8348 W/CRFT FALL NEC-PERS NEC
+E8349 W/CRFT FALL NEC-PERS NOS
+E8350 W/CRAFT FALL NOS-UNPOW
+E8351 W/CRAFT FALL NOS-POWER
+E8352 WTRCRAFT FALL NOS-CREW
+E8353 WTRCRAFT FALL NOS-PASNGR
+E8354 W/CRAFT FALL NOS-SKIER
+E8355 W/CRAFT FALL NOS-SWIM
+E8356 WTRCRAFT FALL NOS-DOCKER
+E8358 W/CRFT FALL NOS-PERS NEC
+E8359 W/CRFT FALL NOS-PERS NOS
+E8360 MACHINE ACC-UNPOW BOAT
+E8361 MACH ACC-OCC POWER BOAT
+E8362 MACHINERY ACCIDENT-CREW
+E8363 MACHINERY ACC-PASNGR
+E8364 MACHINE ACCIDENT-SKIER
+E8365 MACHINE ACCIDENT-SWIM
+E8366 MACHINERY ACC-DOCKER
+E8368 MACHINERY ACC-PERS NEC
+E8369 MACHINERY ACC-PERS NOS
+E8370 EXPLOSION-OCC UNPOW BOAT
+E8371 EXPLOSION-OCC POWER BOAT
+E8372 WATERCRAFT EXPLOS-CREW
+E8373 WATERCRAFT EXPLOS-PASNGR
+E8374 WATERCRAFT EXPLOS-SKIER
+E8375 WATERCRAFT EXPLOS-SWIM
+E8376 WATERCRAFT EXPLOS-DOCKER
+E8378 WATERCRAFT EXPL-PERS NEC
+E8379 WATERCRAFT EXPL-PERS NOS
+E8380 WATERCRAFT ACC NEC-UNPOW
+E8381 WATERCRAFT ACC NEC-POWER
+E8382 WATERCRAFT ACC NEC-CREW
+E8383 WATERCRFT ACC NEC-PASNGR
+E8384 WATERCRAFT ACC NEC-SKIER
+E8385 WATRCRFT ACC NEC-SWIMMER
+E8386 WATERCRFT ACC NEC-DOCKER
+E8388 WTRCRFT ACC NEC-PERS NEC
+E8389 WTRCRFT ACC NEC-PERS NOS
+E8400 TK OFF/LAND-SPCRFT
+E8401 TK OFF/LAND-MILIT CRAFT
+E8402 TK OFF/LAND-CREW AIRCRFT
+E8403 TK OFF/LAND-PSNG AIRCRFT
+E8404 TK OFF/LAND-COMM CRF NEC
+E8405 TK OFF/LAND-AIRCRAFT NEC
+E8406 TK OFF/LAND-UNP AIRCRFT
+E8407 TK OFF/LAND-PARACHUTIST
+E8408 TK OFF/LAND-GROUND CREW
+E8409 TK OFF/LAND-PERS NEC
+E8410 POW AIRCRAFT ACC-SPCRFT
+E8411 POWER AIRCRAFT ACC-MILIT
+E8412 POWER AIRCRAFT ACC-CREW
+E8413 POWER AIRCRAFT ACC-PSNGR
+E8414 AIRCRAF ACC-OCC COMM NEC
+E8415 OTH POWERED AIRCRAFT ACC
+E8416 POW AIRC ACC-UNP AIRCR
+E8417 AIRCRAFT ACC-PARACHUTIST
+E8418 AIRCRAFT ACC-GROUND CREW
+E8419 AIRCRFT ACC NOS-PERS NEC
+E8426 UNPOWER AIRCRAFT ACC-OCC
+E8427 UNPOW AIRCRF ACC-CHUTIST
+E8428 UNPOW AIRCRF ACC-GR CREW
+E8429 UNPOW AIRCRF ACC-PER NEC
+E8430 FALL-OCC SPACECRAFT
+E8431 FALL-MILIT AIRCRAFT OCCP
+E8432 FALL-CREW COMM AIRCRAFT
+E8433 FALL-PSNG COMM AIRCRAFT
+E8434 FALL-OCC COMM AIRCRF NEC
+E8435 FALL-OCCUP OTH AIRCRAFT
+E8436 FALL-OCC UNPOWER AIRCRAF
+E8437 FALL-PARACHUTIST
+E8438 AIRCRFT FALL-GROUND CREW
+E8439 AIRCRAFT FALL-PERSON NEC
+E8440 AIRCRFT ACC NEC-SPCRFT
+E8441 AIRCRFT ACC NEC-MILITARY
+E8442 AIRCRFT ACC NEC-CREW
+E8443 AIRCRFT ACC NEC-PASNGR
+E8444 AIRCRFT ACC NEC-COMM NEC
+E8445 AIRCRFT ACC NEC-OCCP NEC
+E8446 AIRCR ACC NEC-UNP AIRCR
+E8447 AIRCRFT ACC-PARACHUTIST
+E8448 AIRCRFT ACC NEC-GRD CREW
+E8449 AIRCRFT ACC NEC-PERS NEC
+E8450 SPACECRAFT ACC-OCCUPANT
+E8458 SPACECRAFT ACC-GRND CREW
+E8459 SPACECRAFT ACC-PERS NEC
+E846 INDUS VEH ACC ON PREMISE
+E847 CABL CAR ACC NOT ON RAIL
+E848 OTH VEHICLE ACC NEC
+E8490 ACCIDENT IN HOME
+E8491 ACCIDENT ON FARM
+E8492 ACCIDENT IN MINE/QUARRY
+E8493 ACC ON INDUSTR PREMISES
+E8494 ACCID IN RECREATION AREA
+E8495 ACCID ON STREET/HIGHWAY
+E8496 ACCIDENT IN PUBLIC BLDG
+E8497 ACCID IN RESIDENT INSTIT
+E8498 ACCIDENT IN PLACE NEC
+E8499 ACCIDENT IN PLACE NOS
+E8500 ACC POISON-HEROIN
+E8501 ACC POISON-METHADONE
+E8502 ACC POISON-OPIATES NEC
+E8503 ACC POISON-SALICYLATES
+E8504 ACC POISON-AROM ANALGESC
+E8505 ACC POISON-PYRAZOLE DERV
+E8506 ACC POISON-ANTIRHEUMATIC
+E8507 ACC POISON-NONNARC ANALG
+E8508 ACC POISON-ANALGESIC NEC
+E8509 ACC POISON-ANALGESIC NOS
+E851 ACC POISON-BARBITURATES
+E8520 ACC POISN-CHLORL HYDRATE
+E8521 ACC POISON-PARALDEHYDE
+E8522 ACC POISON-BROMINE CMPND
+E8523 ACC POISON-METHAQUALONE
+E8524 ACC POISON-GLUTETHIMIDE
+E8525 ACC POISON-MIX SEDTV NEC
+E8528 ACC POISON-SEDATIVES NEC
+E8529 ACC POISON-SEDATIVES NOS
+E8530 ACC POIS-PHENTHIAZ TRANQ
+E8531 ACC POIS-BUTYRPHEN TRANQ
+E8532 ACC POISN-BENZDIAZ TRANQ
+E8538 ACC POISN-TRANQUILZR NEC
+E8539 ACC POISN-TRANQUILZR NOS
+E8540 ACC POISON-ANTIDEPRESSNT
+E8541 ACC POISON-HALLUCINOGENS
+E8542 ACC POISN-PSYCHSTIMULANT
+E8543 ACC POISON-CNS STIMULANT
+E8548 ACC POISN PSYCHOTROP NEC
+E8550 ACC POISN-ANTICONVULSANT
+E8551 ACC POISN-CNS DEPRES NEC
+E8552 ACC POISN-LOCAL ANESTHET
+E8553 ACC POISON-CHOLINERGICS
+E8554 ACC POISN-ANTICHOLINERG
+E8555 ACC POISON-ADRENERGICS
+E8556 ACC POISN-SYMPATHOLYTICS
+E8558 ACC POISON-CNS DRUG NEC
+E8559 ACC POISON-CNS DRUG NOS
+E856 ACC POISON-ANTIBIOTICS
+E857 ACC POIS-OTH ANTI-INFECT
+E8580 ACC POISON-HORMONES
+E8581 ACC POISN-SYSTEMIC AGENT
+E8582 ACC POISON-BLOOD AGENT
+E8583 ACC POISN-CARDIOVASC AGT
+E8584 ACC POISON-GI AGENT
+E8585 ACC POISN-METABOL AGNT
+E8586 ACC POISN-MUSCL/RESP AGT
+E8587 ACC POISN-SKIN/EENT AGNT
+E8588 ACC POISONING-DRUG NEC
+E8589 ACC POISONING-DRUG NOS
+E8600 ACC POISN-ALCOHOL BEVRAG
+E8601 ACC POISON-ETHYL ALCOHOL
+E8602 ACC POISN-METHYL ALCOHOL
+E8603 ACC POISN-ISOPROPYL ALC
+E8604 ACC POISON-FUSEL OIL
+E8608 ACC POISON-ALCOHOL NEC
+E8609 ACC POISON-ALCOHOL NOS
+E8610 ACC POIS-SYNTH DETERGENT
+E8611 ACC POISON-SOAP PRODUCTS
+E8612 ACC POISON-POLISHES
+E8613 ACC POISON-CLEANSER NEC
+E8614 ACC POISON-DISINFECTANTS
+E8615 ACC POISON-LEAD PAINTS
+E8616 ACC POISON-PAINTS NEC
+E8619 ACC POISON-CLEANSER NOS
+E8620 ACC POISN-PETROL SOLVENT
+E8621 ACC POISN-PETROLEUM FUEL
+E8622 ACC POIS-LUBRICATING OIL
+E8623 ACC POIS-PETROLEUM SOLID
+E8624 ACC POISN-SOLVENTS NEC
+E8629 ACC POISN-SOLVENT NOS
+E8630 ACC POIS-CHLORINE PESTIC
+E8631 ACC POIS-PHOSPH PESTICID
+E8632 ACC POISON-CARBAMATES
+E8633 ACC POISN-MIXED PESTICID
+E8634 ACC POISON-PESTICIDE NEC
+E8635 ACC POISON-HERBICIDES
+E8636 ACC POISON-FUNGICIDES
+E8637 ACC POISON-RODENTICIDES
+E8638 ACC POISON-FUMIGANTS
+E8639 ACC POIS-AGRCULT NEC/NOS
+E8640 ACC POIS-CORROSIV AROMAT
+E8641 ACC POISON-ACIDS
+E8642 ACC POISN-CAUSTIC ALKALI
+E8643 ACC POISON-CAUSTIC NEC
+E8644 ACC POISON-CAUSTIC NOS
+E8650 ACC POISON-MEAT
+E8651 ACC POISON-SHELLFISH
+E8652 ACC POISON-FISH NEC
+E8653 ACC POISON-BERRIES/SEEDS
+E8654 ACC POISON-PLANTS NEC
+E8655 ACC POISON-MUSHROOMS
+E8658 ACC POISON-FOOD NEC
+E8659 ACC POISN-FOOD/PLANT NOS
+E8660 ACC POISONING-LEAD
+E8661 ACC POISONING-MERCURY
+E8662 ACC POISONING-ANTIMONY
+E8663 ACC POISONING-ARSENIC
+E8664 ACC POISON-METALS NEC
+E8665 ACC POISON-PLANT FOOD
+E8666 ACC POISON-GLUES
+E8667 ACC POISON-COSMETICS
+E8668 ACC POIS-SOLID/LIQ NEC
+E8669 ACC POIS-SOLID/LIQ NOS
+E867 ACC POISON-PIPED GAS
+E8680 ACC POIS-LIQ PETROL GAS
+E8681 ACC POIS-UTL GAS NEC/NOS
+E8682 ACC POISON-EXHAUST GAS
+E8683 ACC POIS-CO/DOMESTC FUEL
+E8688 ACC POIS-CARBN MONOX NEC
+E8689 ACC POIS-CARBN MONOX NOS
+E8690 ACC POISN-NITROGEN OXIDE
+E8691 ACC POISN-SULFUR DIOXIDE
+E8692 ACC POISON-FREON
+E8693 ACC POISON-TEAR GAS
+E8694 SCNDHND TBCCO SMOKE
+E8698 ACC POISON-GAS/VAPOR NEC
+E8699 ACC POISON-GAS/VAPOR NOS
+E8700 ACC CUT/HEM IN SURGERY
+E8701 ACC CUT/HEM IN INFUSION
+E8702 ACC CUT/HEM-PERFUSN NEC
+E8703 ACC CUT/HEM IN INJECTION
+E8704 ACC CUT/HEM W SCOPE EXAM
+E8705 ACC CUT/HEM W CATHETERIZ
+E8706 ACC CUT/HEM W HEART CATH
+E8707 ACC CUT/HEM W ENEMA
+E8708 ACC CUT IN MED CARE NEC
+E8709 ACC CUT IN MED CARE NOS
+E8710 POST-SURGICAL FORGN BODY
+E8711 POSTINFUSION FOREIGN BDY
+E8712 POSTPERFUSION FORGN BODY
+E8713 POSTINJECTION FORGN BODY
+E8714 POSTENDOSCOPY FORGN BODY
+E8715 POSTCATHETER FORGN BODY
+E8716 FB POST HEART CATHETER
+E8717 FB POST-CATHETER REMOVAL
+E8718 POST-OP FOREIGN BODY NEC
+E8719 POST-OP FOREIGN BODY NOS
+E8720 FAILURE STERILE SURGERY
+E8721 FAILURE STERILE INFUSION
+E8722 FAIL STERILE PERFUSN NEC
+E8723 FAIL STERILE INJECTION
+E8724 FAIL STERILE ENDOSCOPY
+E8725 FAIL STERILE CATHETER
+E8726 FAIL STERILE HEART CATH
+E8728 FAIL STERILE PROCED NEC
+E8729 FAIL STERILE PROCED NOS
+E8730 EXCESS FLUID IN INFUSION
+E8731 INCOR DILUT INFUSN FLUID
+E8732 THERAP RADIATION OVERDOS
+E8733 INADV RADIAT EXP-MEDICAL
+E8734 DOSAG FAIL-SHOCK THERAPY
+E8735 WRNG TEMP IN APPLIC/PACK
+E8736 NONADMIN NECESS MEDICINE
+E8738 FAILURE IN DOSAGE NEC
+E8739 FAILURE IN DOSAGE NOS
+E8740 INSTRMNT FAIL IN SURGERY
+E8741 INSTRUMNT FAIL-INFUSION
+E8742 INSTRMNT FAIL-PERFUS NEC
+E8743 INSTRUMNT FAIL-ENDOSCOPY
+E8744 INSTRMNT FAIL-CATHETERIZ
+E8745 INSTRMNT FAIL-HEART CATH
+E8748 INSTRMNT FAIL-PROCED NEC
+E8749 INSTRMNT FAIL-PROCED NOS
+E8750 CONTAMINATED TRANSFUSION
+E8751 CONTAMINATED INJECTION
+E8752 CONTAMINATED DRUG NEC
+E8758 CONTAMINATION NEC
+E8759 CONTAMINATION NOS
+E8760 MISMATCH BLOOD-TRANSFUSN
+E8761 WRONG FLUID IN INFUSION
+E8762 FAILURE IN SUTURE
+E8763 MISPLACED ENDOTRACH TUBE
+E8764 FAIL INTROD/REMOVE TUBE
+E8765 PERFORMANCE-INAPPROP OP
+E8768 MEDICAL MISADVENTURE NEC
+E8769 MEDICAL MISADVENTURE NOS
+E8780 ABN REACT-ORG TRANSPLANT
+E8781 ABN REACT-ARTIF IMPLANT
+E8782 ABN REACT-ANASTOM/GRAFT
+E8783 ABN REACT-EXTERNAL STOMA
+E8784 ABN REACT-PLAST SURG NEC
+E8785 ABN REACT-LIMB AMPUTAT
+E8786 ABN REAC-ORGAN REM NEC
+E8788 ABN REACT-SURG PROC NEC
+E8789 ABN REACT-SURG PROC NOS
+E8790 ABN REACT-CARDIAC CATH
+E8791 ABN REACT-RENAL DIALYSIS
+E8792 ABN REACT-RADIOTHERAPY
+E8793 ABN REACT-SHOCK THERAPY
+E8794 ABN REACT-FLUID ASPIRAT
+E8795 ABN REACT-GASTRIC SOUND
+E8796 ABN REACT-URINARY CATH
+E8797 ABN REACT-BLOOD SAMPLING
+E8798 ABN REACT-PROCEDURE NEC
+E8799 ABN REACT-PROCEDURE NOS
+E8800 FALL ON ESCALATOR
+E8801 FALL ON SIDEWALK CURB
+E8809 FALL ON STAIR/STEP NEC
+E8810 FALL FROM LADDER
+E8811 FALL FROM SCAFFOLDING
+E882 FALL FROM BUILDING
+E8830 DIVING ACCIDENT
+E8831 FALL INTO WELL
+E8832 FALL INTO STORM DRAIN
+E8839 FALL INTO OTHER HOLE
+E8840 FALL FROM PLAYGRND EQUIP
+E8841 FALL FROM CLIFF
+E8842 FALL FROM CHAIR
+E8843 FALL FROM WHEELCHAIR
+E8844 FALL FROM BED
+E8845 FALL FROM FURNITURE NEC
+E8846 FALL FROM COMMODE
+E8849 FALL-1 LEVEL TO OTH NEC
+E8850 FALL-NONMOTOR SCOOTER
+E8851 FALL FROM ROLLER SKATES
+E8852 FALL FROM SKATEBOARD
+E8853 FALL FROM SKIS
+E8854 FALL FROM SNOWBOARD
+E8859 FALL FROM SLIPPING NEC
+E8860 FALL IN SPORTS
+E8869 FALL ON LEVEL NEC/NOS
+E887 FRACTURE, CAUSE NOS
+E8880 FALL STRIKING SHARP OBJ
+E8881 FALL STRIKING OBJECT NEC
+E8888 FALL NEC
+E8889 FALL NOS
+E8900 PRIVAT DWELL FIRE-EXPLOS
+E8901 PRIV DWEL FIRE-PVC FUMES
+E8902 PRIV DWEL FIRE-FUMES NOS
+E8903 PRIV DWEL FIRE-BURNING
+E8908 PRIV DWEL FIRE-ACCID NEC
+E8909 PRIV DWEL FIRE-ACCID NOS
+E8910 FIRE IN BLDG-EXPLOSION
+E8911 FIRE IN BLDG-PVC FUMES
+E8912 FIRE IN BLDG-FUMES NOS
+E8913 FIRE IN BLDG-BURNING
+E8918 FIRE IN BLDG-ACCID NEC
+E8919 FIRE IN BLDG-ACCID NOS
+E892 FIRE NOT IN BUILDING
+E8930 CLOTHING FIRE-PRIV DWELL
+E8931 CLOTHING FIRE-BLDG NEC
+E8932 CLOTHING FIRE NOT IN BLD
+E8938 CLOTHING FIRE NEC
+E8939 CLOTHING FIRE NOS
+E894 FIRE-HIGHLY INFLAM MATER
+E895 BURN ACC IN PRIVAT DWELL
+E896 BURN ACC IN BLDG NEC
+E897 BURN ACC NOT IN BLDG
+E8980 BURNING BEDCLOTHES
+E8981 FIRE ACCIDENT NEC
+E899 FIRE ACCIDENT NOS
+E9000 EXCESSIVE HEAT: WEATHER
+E9001 EXCESSIVE HEAT, MAN-MADE
+E9009 EXCESSIVE HEAT NOS
+E9010 EXCESSIVE COLD: WEATHER
+E9011 EXCESSIVE COLD, MAN-MADE
+E9018 EXCESSIVE COLD NEC
+E9019 EXCESSIVE COLD NOS
+E9020 HIGH ALTITUDE RESIDENCE
+E9021 AIR PRESS CHNGE: AIRCRFT
+E9022 AIR PRESS CHANGE: DIVING
+E9028 AIR PRESSURE CHANGE NEC
+E9029 AIR PRESSURE CHANGE NOS
+E903 TRAVEL AND MOTION
+E9040 ABANDONMENT/LACK OF CARE
+E9041 LACK OF FOOD
+E9042 LACK OF WATER
+E9043 EXPOSURE NEC
+E9049 PRIVATION NOS
+E9050 VENOMOUS SNAKE BITE
+E9051 VENOMOUS SPIDER BITE
+E9052 SCORPION STING
+E9053 HORNET/WASP/BEE STING
+E9054 CENTIPEDE BITE
+E9055 VENOMOUS ARTHROPODS NEC
+E9056 VENOM SEA ANIMALS/PLANTS
+E9057 POISONING BY OTHER PLANT
+E9058 VENOMOUS BITE/STING NEC
+E9059 VENOMOUS BITE/STING NOS
+E9060 DOG BITE
+E9061 RAT BITE
+E9062 NONVENOMOUS SNAKE BITE
+E9063 ANIMAL BITE NEC
+E9064 NONVENOM ARTHROPOD BITE
+E9065 ANIMAL BITE NOS
+E9068 INJ NEC CAUSED BY ANIMAL
+E9069 INJ NOS CAUSED BY ANIMAL
+E907 ACC DUE TO LIGHTNING
+E9080 ACCIDENT D/T HURRICANE
+E9081 ACCIDENT D/T TORNADO
+E9082 ACCIDENT D/T FLOODS
+E9083 ACC D/T SNOW BLIZZARD
+E9084 ACCIDENT D/T DUST STORM
+E9088 ACCIDENT D/T STORM NEC
+E9089 ACC D/T STORM/FLOOD NOS
+E9090 ACC D/T EARTHQUAKES
+E9091 ACC D/T VOLCANIC ERUPT
+E9092 ACC D/T AVALANCHE
+E9093 ACC D/T DAM COLLAPSE
+E9094 ACC D/T TIDALWAVE NOS
+E9098 ACC D/T ERUPTIONS NEC
+E9099 ACC D/T ERUPTIONS NOS
+E9100 WATER-SKIING ACCIDENT
+E9101 SKIN/SCUBA DIVING ACC
+E9102 SWIMMING ACCIDENT NOS
+E9103 SWIMMING/DIVING ACC NEC
+E9104 DROWNING IN BATHTUB
+E9108 ACCIDENTAL DROWNING NEC
+E9109 ACCIDENTAL DROWNING NOS
+E911 RESP OBSTR-FOOD INHAL
+E912 RESP OBSTR-INHAL OBJ NEC
+E9130 SUFFOCAT IN BED/CRADLE
+E9131 SUFFOCATION-PLASTIC BAG
+E9132 SUFFOCATION-LACK OF AIR
+E9133 CAVE-IN NOS
+E9138 SUFFOCATION NEC
+E9139 SUFFOCATION NOS
+E914 FB ENTERING EYE
+E915 FB ENTERING OTH ORIFICE
+E916 STRUCK BY FALLING OBJECT
+E9170 SPORTS ACC W/O SUB FALL
+E9171 CROWD W/O SUB FALL
+E9172 RUN WATER W/O SUB FALL
+E9173 FURNIT W/O SUB FALL
+E9174 STAT OB W/O SUB FALL NEC
+E9175 SPORTS ACC W SUB FALL
+E9176 CROWD ACCIDNT W SUB FALL
+E9177 FURNITURE ACC W SUB FALL
+E9178 STAT OBJ W SUB FALL NEC
+E9179 OBJ W-W/O SUB FALL NEC
+E918 CAUGHT BETWEEN OBJECTS
+E9190 MACHINE ACCID-AGRICULT
+E9191 MACHINE ACCID-MINING
+E9192 LIFTING MACHINE ACCIDENT
+E9193 METALWORKING MACHINE ACC
+E9194 WOODWORKING MACHINE ACC
+E9195 PRIME MOVER MACHINE ACC
+E9196 TRANSMISSION MACHINE ACC
+E9197 EARTH MOVING MACHINE ACC
+E9198 MACHINERY ACCIDENT NEC
+E9199 MACHINERY ACCIDENT NOS
+E9200 ACC-POWERED LAWN MOWER
+E9201 ACC-POWER HAND TOOL NEC
+E9202 ACC-POWER HOUSE APPLIANC
+E9203 KNIFE/SWORD/DAGGER ACC
+E9204 ACCID-OTHER HAND TOOLS
+E9205 ACC-HYPODERMIC NEEDLE
+E9208 ACC-CUTTING INSTRUM NEC
+E9209 ACC-CUTTING INSTRUM NOS
+E9210 BOILER EXPLOSION
+E9211 GAS CYLINDER EXPLOSION
+E9218 PRESS VESSEL EXPLOS NEC
+E9219 PRESS VESSEL EXPLOS NOS
+E9220 HANDGUN ACCIDENT
+E9221 SHOTGUN ACCIDENT
+E9222 HUNTING RIFLE ACCIDENT
+E9223 MILITARY FIREARM ACCID
+E9224 ACCIDENT - AIR GUN
+E9225 ACCIDENT-PAINTBALL GUN
+E9228 FIREARM ACCIDENT NEC
+E9229 FIREARM ACCIDENT NOS
+E9230 FIREWORKS ACCIDENT
+E9231 BLASTING MATERIALS ACCID
+E9232 EXPLOSIVE GASES ACCIDENT
+E9238 EXPLOSIVES ACCIDENT NEC
+E9239 EXPLOSIVES ACCIDENT NOS
+E9240 ACC-HOT LIQUID & STEAM
+E9241 ACCID-CAUSTIC SUBSTANCE
+E9242 ACC-HOT TAP WATER
+E9248 HOT SUBSTANCE ACCID NEC
+E9249 HOT SUBSTANCE ACCID NOS
+E9250 DOMESTIC WIRING ACCIDENT
+E9251 ELECTR POWER GENERAT ACC
+E9252 INDUST WIRING/MACHIN ACC
+E9258 ELECTRIC CURRENT ACC NEC
+E9259 ELECTRIC CURRENT ACC NOS
+E9260 RADIOFREQ RADIAT EXPOSUR
+E9261 INFRA-RED APPL RAD EXOS
+E9262 VIS/ULTRAVIOL LGHT EXPOS
+E9263 X-RAY/GAMMA RAY EXPOSURE
+E9264 LASER EXPOSURE
+E9265 RADIOACT ISOTOPE EXPOSUR
+E9268 RADIATION EXPOSURE NEC
+E9269 RADIATION EXPOSURE NOS
+E927 ACCID FROM OVEREXERTION
+E9280 ACC D/T WEIGHTLESS ENVIR
+E9281 EXPOSURE TO NOISE
+E9282 EXPOSURE TO VIBRATION
+E9283 HUMAN BITE - ACCIDENTAL
+E9284 EXT CONSTRICTION-HAIR
+E9285 EXT CONSTRICTION-OBJ NEC
+E9288 ACCIDENT NEC
+E9289 ACCIDENT NOS
+E9290 LATE EFF MOTOR VEHIC ACC
+E9291 LATE EFF TRANSPORT ACC
+E9292 LATE EFF ACC POISONING
+E9293 LATE EFF ACCIDENTAL FALL
+E9294 LATE EFF FIRE ACC
+E9295 LATE EFF ENVIRONMENT ACC
+E9298 LATE EFF ACCIDENT NEC
+E9299 LATE EFF ACCIDENT NOS
+E9300 ADV EFF PENICILLINS
+E9301 ADV EFF ANTIFUNG ANTBIOT
+E9302 ADV EFF CHLORAMPHENICOL
+E9303 ADV EFF ERYTHROMYCIN
+E9304 ADV EFF TETRACYCLINE
+E9305 ADV EFF CEPHALOSPORIN
+E9306 ADV EFF ANTMYCOB ANTBIOT
+E9307 ADV EFF ANTINEOP ANTBIOT
+E9308 ADV EFF ANTIBIOTICS NEC
+E9309 ADV EFF ANTIBIOTIC NOS
+E9310 ADV EFF SULFONAMIDES
+E9311 ADV EFF ARSENIC ANTI-INF
+E9312 ADV EFF METAL ANTI-INF
+E9313 ADV EFF QUINOLINE
+E9314 ADV EFF ANTIMALARIALS
+E9315 ADV EFF ANTPROTAZOAL NEC
+E9316 ADV EFF ANTHELMINTICS
+E9317 ADV EFF ANTIVIRAL DRUGS
+E9318 ADV EFF ANTIMYCOBAC NEC
+E9319 ADV EFF ANTINFCT NEC/NOS
+E9320 ADV EFF CORTICOSTEROIDS
+E9321 ADV EFF ANDROGENS
+E9322 ADV EFF OVARIAN HORMONES
+E9323 ADV EFF INSULIN/ANTIDIAB
+E9324 ADV EFF ANT PITUITARY
+E9325 ADV EFF POST PITUITARY
+E9326 ADV EFF PARATHYROID
+E9327 ADV EFF THYROID & DERIV
+E9328 ADV EFF ANTITHYROID AGNT
+E9329 ADV EFF HORMONES NEC/NOS
+E9330 ADV EFF ANALLRG/ANTEMET
+E9331 ADV EFF ANTINEOPLASTIC
+E9332 ADV EFF ACIDIFYING AGENT
+E9333 ADV EFF ALKALIZING AGENT
+E9334 ADV EFF ENZYMES NEC
+E9335 ADV EFF VITAMINS NEC
+E9338 ADV EFF SYSTEMIC AGT NEC
+E9339 ADV EFF SYSTEMIC AGT NOS
+E9340 ADV EFF IRON & COMPOUNDS
+E9341 ADV EFF LIVER/ANTIANEMIC
+E9342 ADV EFF ANTICOAGULANTS
+E9343 ADV EFF VITAMIN K
+E9344 ADV EFF FIBRINOLYSIS AGT
+E9345 ADV EFF COAGULANTS
+E9346 ADV EFF GAMMA GLOBULIN
+E9347 ADV EFF BLOOD PRODUCTS
+E9348 ADV EFF BLOOD AGENT NEC
+E9349 ADV EFF BLOOD AGENT NOS
+E9350 ADV EFF HEROIN
+E9351 ADV EFF METHADONE
+E9352 ADV EFF OPIATES
+E9353 ADV EFF SALICYLATES
+E9354 ADV EFF AROM ANALGSC NEC
+E9355 ADV EFF PYRAZOLE DERIV
+E9356 ADV EFF ANTIRHEUMATICS
+E9357 ADV EFF NON-NARC ANALGSC
+E9358 ADV EFF ANALGESICS NEC
+E9359 ADV EFF ANALGESIC NOS
+E9360 ADV EFF OXAZOLIDIN DERIV
+E9361 ADV EFF HYDANTOIN DERIV
+E9362 ADV EFF SUCCINIMIDES
+E9363 ADV EFF ANTCONVL NEC/NOS
+E9364 ADV EFF ANTI-PARKINSON
+E9370 ADV EFF BARBITURATES
+E9371 ADV EFF CHLORAL HYDRATE
+E9372 ADV EFF PARALDEHYDE
+E9373 ADV EFF BROMINE COMPNDS
+E9374 ADV EFF METHAQUALONE
+E9375 ADV EFF GLUTETHIMIDE
+E9376 ADV EFF MIX SEDATIVE
+E9378 ADV EFF SEDAT/HYPNOT NEC
+E9379 ADV EFF SEDAT/HYPNOT NOS
+E9380 ADV EFF CNS MUSCL DEPRES
+E9381 ADV EFF HALOTHANE
+E9382 ADV EFF GAS ANESTHET NEC
+E9383 ADV EFF INTRAVEN ANESTH
+E9384 ADV EFF GEN ANES NEC/NOS
+E9385 ADV EFF TOPIC/INFIL ANES
+E9386 ADV EFF NERVE-BLOCK ANES
+E9387 ADV EFF SPINAL ANESTHET
+E9389 ADV EFF LOC ANES NEC/NOS
+E9390 ADV EFF ANTIDEPRESSANTS
+E9391 ADV EFF PHENOTHIAZ TRANQ
+E9392 ADV EFF BUTYROPHEN TRANQ
+E9393 ADV EFF ANTIPSYCHOTC NEC
+E9394 ADV EFF BENZODIAZ TRANQ
+E9395 ADV EFF TRANQUILIZER NEC
+E9396 ADV EFF HALLUCINOGENS
+E9397 ADV EFF PSYCHOSTIMULANTS
+E9398 ADV EFF PSYCHOTROPIC NEC
+E9399 ADV EFF PSYCHOTROPIC NOS
+E9400 ADV EFF ANALEPTICS
+E9401 ADV EFF OPIAT ANTAGONIST
+E9408 ADV EFF CNS STIMULNT NEC
+E9409 ADV EFF CNS STIMULNT NOS
+E9410 ADV EFF CHOLINERGICS
+E9411 ADV EFF PARASYMPATHOLYTC
+E9412 ADV EFF SYMPATHOMIMETICS
+E9413 ADV EFF SYMPATHOLYTICS
+E9419 ADV EFF AUTONOM AGNT NOS
+E9420 ADV EFF CARD RHYTH REGUL
+E9421 ADV EFF CARDIOTONICS
+E9422 ADV EFF ANTILIPEMICS
+E9423 ADV EFF GANGLION-BLOCK
+E9424 ADV EFF CORONARY VASODIL
+E9425 ADV EFF VASODILATORS NEC
+E9426 ADV EFF ANTIHYPERTEN AGT
+E9427 ADV EFF ANTIVARICOSE
+E9428 ADV EFF CAPILLARY-ACT
+E9429 ADV EFF CARDIOVASC NEC
+E9430 ADV EFF ANTACIDS
+E9431 ADV EFF IRRIT CATHARTIC
+E9432 ADV EFF EMOLL CATHARTICS
+E9433 ADV EFF CATHARTICS NEC
+E9434 ADV EFF DIGESTANTS
+E9435 ADV EFF ANTIDIARRHEA AGT
+E9436 ADV EFF EMETICS
+E9438 ADV EFF GI AGENT NEC
+E9439 ADV EFF GI AGENT NOS
+E9440 ADV EFF MERCURY DIURETIC
+E9441 ADV EFF PURINE DIURETICS
+E9442 ADV EFF ACETAZOLAMIDE
+E9443 ADV EFF SALURETICS
+E9444 ADV EFF DIURETICS NEC
+E9445 ADV EFF ELECTROLYTE AGNT
+E9446 ADV EFF MINERAL SALT NEC
+E9447 ADV EFF URIC ACID METAB
+E9450 ADV EFF OXYTOCIC AGENTS
+E9451 ADV EFF SMOOTH MUSC RELX
+E9452 ADV EFF SKELET MUSC RELX
+E9453 ADV EFF MUSC AGT NEC/NOS
+E9454 ADV EFF ANTITUSSIVES
+E9455 ADV EFF EXPECTORANTS
+E9456 ADV EFF ANTI-COMMON COLD
+E9457 ADV EFF ANTIASTHMATICS
+E9458 ADV EFF RESP DRG NEC/NOS
+E9460 ADV EFF LOC ANTI-INFECTV
+E9461 ADV EFF ANTIPRURITICS
+E9462 ADV EFF LOCAL ASTRINGENT
+E9463 ADV EFF EMOLLIENT/DEMULC
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+E9468 ADV EFF SKIN AGENT NEC
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+E9471 ADV EFF LIPOTROPIC DRUGS
+E9472 ADV EFF ANTIDOTES NEC
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+E9474 ADV EFF PHARMACEUT EXCIP
+E9478 ADV EFF MEDICINAL NEC
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+E9480 ADV EFF BCG VACCINE
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+E9484 ADV EFF TETANUS VACCINE
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+E9486 ADV EFF PERTUSSIS VACCIN
+E9488 ADV EFF BACT VAC NEC/NOS
+E9489 ADV EFF MIX BACT VACCINE
+E9490 ADV EFF SMALLPOX VACCINE
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+E9492 ADV EFF TYPHUS VACCINE
+E9493 ADV EFF YELLOW FEVER VAC
+E9494 ADV EFF MEASLES VACCINE
+E9495 ADV EFF POLIO VACCINE
+E9496 ADV EFF VIRAL VACC NEC
+E9497 ADV EFF MIXED VIRAL-BACT
+E9499 ADV EFF BIOLOGIC NEC/NOS
+E9500 POISON-ANALGESICS
+E9501 POISON-BARBITURATES
+E9502 POISON-SEDAT/HYPNOTIC
+E9503 POISON-PSYCHOTROPIC AGT
+E9504 POISON-DRUG/MEDICIN NEC
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+E9507 POISON-CORROSIV/CAUSTIC
+E9508 POISON-ARSENIC
+E9509 POISON-SOLID/LIQUID NEC
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+E9518 POISON-UTILITY GAS NEC
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+E9530 INJURY-HANGING
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+E9550 INJURY-HANDGUN
+E9551 INJURY-SHOTGUN
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+E9553 INJURY-MILITARY FIREARM
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+E9556 SELF INFLICT ACC-AIR GUN
+E9557 SELF INJ-PAINTBALL GUN
+E9559 INJURY-FIREARM/EXPL NOS
+E956 INJURY-CUT INSTRUMENT
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+E9571 INJURY-JUMP FM STRUC NEC
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+E9579 INJURY-JUMP NEC
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+E9583 INJURY-EXTREME COLD
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+E9587 INJURY-CAUSTIC SUBSTANCE
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+E9589 INJURY-NOS
+E959 LATE EFF OF SELF-INJURY
+E9600 UNARMED FIGHT OR BRAWL
+E9601 RAPE
+E961 ASSAULT-CORROSIV/CAUST
+E9620 ASSAULT-POIS W MEDIC AGT
+E9621 ASSAULT-POIS W SOLID/LIQ
+E9622 ASSAULT-POIS W GAS/VAPOR
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+E964 ASSAULT-SUBMERSION
+E9650 ASSAULT-HANDGUN
+E9651 ASSAULT-SHOTGUN
+E9652 ASSAULT-HUNTING RIFLE
+E9653 ASSAULT-MILITARY WEAPON
+E9654 ASSAULT-FIREARM NEC
+E9655 ASSAULT-ANTIPERSON BOMB
+E9656 ASSAULT-GASOLINE BOMB
+E9657 ASSAULT-LETTER BOMB
+E9658 ASSAULT-EXPLOSIVE NEC
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+E966 ASSAULT-CUTTING INSTR
+E9670 ABUSE BY FTHER/STPFTH/BF
+E9671 CHILD ABUSE BY PERS NEC
+E9672 ABUSE BY MTHER/STPMTH/GF
+E9673 BATTER BY SPOUSE/PARTNER
+E9674 BATTERING BY CHILD
+E9675 BATTERING BY SIBLING
+E9676 BATTERING BY GRANDPARENT
+E9677 BATTER BY OTHER RELATIVE
+E9678 BATTER BY NON-RELATIVE
+E9679 CHILD ABUSE NOS
+E9680 ASSAULT-FIRE
+E9681 ASSLT-PUSH FROM HI PLACE
+E9682 ASSAULT-STRIKING W OBJ
+E9683 ASSAULT-HOT LIQUID
+E9684 ASSAULT-CRIMINAL NEGLECT
+E9685 ASSLT-TRANSPORT VEHICLE
+E9686 ASSAULT - AIR GUN
+E9687 HUMAN BITE - ASSAULT
+E9688 ASSAULT NEC
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+E969 LATE EFFECT ASSAULT
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+E971 LEGAL INTERVENT-EXPLOSIV
+E972 LEGAL INTERVENT-GAS
+E973 LEGAL INTERVEN-BLUNT OBJ
+E974 LEGAL INTERVEN-CUT INSTR
+E975 LEGAL INTERVENTION NEC
+E976 LEGAL INTERVENTION NOS
+E977 LATE EFF-LEGAL INTERVENT
+E978 LEGAL EXECUTION
+E9790 TERRORISM,MARINE WEAPONS
+E9791 TERRORISM,DEST AIRCRAFT
+E9792 TERRORISM,EXPLOSIONS
+E9793 TERRORISM, FIRES
+E9794 TERRORISM, FIREARMS
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+E9796 TERRORISM, BIOLOGICALS
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+E9798 TERRORISM, NEC/NOS
+E9799 TERRORISM, SECONDARY
+E9800 UNDETERM POIS-ANALGESICS
+E9801 UNDETERM POIS-BARBITURAT
+E9802 UNDET POIS-SED/HYPN NEC
+E9803 UNDETERM POIS-PSYCHOTROP
+E9804 UNDET POIS-MED AGNT NEC
+E9805 UNDET POIS-MED AGNT NOS
+E9806 UNDET POIS-CORROS/CAUST
+E9807 UNDET POIS-AGRICULT AGNT
+E9808 UNDETER POIS-ARSENIC
+E9809 UNDETER POIS-SOL/LIQ NEC
+E9810 UNDETER POIS-PIPED GAS
+E9811 UNDET POIS-CONTAINER GAS
+E9818 UNDET POIS-UTIL GAS NEC
+E9820 UNDETER POIS-EXHAUST GAS
+E9821 UNDETERMIN POISON-CO NEC
+E9828 UNDET POIS-GAS/VAPOR NEC
+E9829 UNDET POIS-GAS/VAPOR NOS
+E9830 UNDETERMIN CIRC-HANGING
+E9831 UNDET CIRC-SUF PLAST BAG
+E9838 UNDET CIRC-SUFFOCATE NEC
+E9839 UNDET CIRC-SUFFOCATE NOS
+E984 UNDETERM CIRC-SUBMERSION
+E9850 UNDETERMIN CIRC-HANDGUN
+E9851 UNDETERMIN CIRC-SHOTGUN
+E9852 UNDET CIRC-HUNTING RIFLE
+E9853 UNDET CIRC-MILITARY ARMS
+E9854 UNDETER CIRC-FIREARM NEC
+E9855 UNDETERM CIRC-EXPLOSIVE
+E9856 UNDETRMINE ACCID-AIR GUN
+E9857 INJURY PAINTBALL GUN NOS
+E986 UNDET CIRC-CUT INSTRUMNT
+E9870 UNDET CIRC-FALL RESIDENC
+E9871 UNDET FALL STRUCTURE NEC
+E9872 UNDET FALL NATURAL SITE
+E9879 UNDET CIRC-FALL SITE NOS
+E9880 UNDETERM CIRC-MOVING OBJ
+E9881 UNDETERM CIRC-BURN, FIRE
+E9882 UNDETERM CIRC-SCALD
+E9883 UNDETERM CIRC-EXTRM COLD
+E9884 UNDETERM CIRC-ELECTROCUT
+E9885 UNDET CIRC-MOT VEH CRASH
+E9886 UNDET CIRC-AIRCRFT CRASH
+E9887 UNDET CIRC-CAUSTIC SUBST
+E9888 UNDETERMIN CIRCUMST NEC
+E9889 UNDETERMIN CIRCUMST NOS
+E989 LATE EFF INJ-UNDET CIRC
+E9900 WAR INJ:GASOLINE BOMB
+E9909 WAR INJURY:FIRE NEC
+E9910 WAR INJ:RUBBER BULLET
+E9911 WAR INJURY:PELLETS
+E9912 WAR INJURY:BULLET NEC
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+E992 WAR INJ:MARINE EXPLOS
+E993 WAR INJURY:EXPLOS NEC
+E994 WAR INJ:AIRCRFT DESTRUC
+E995 WAR INJUR-CONVEN WAR NEC
+E996 WAR INJ:NUCLEAR WEAPONS
+E9970 WAR INJURY:LASERS
+E9971 WAR INJURY:BIOL WARFARE
+E9972 WAR INJURY:GAS/FUM/CHEM
+E9978 WAR INJ-UNCONVEN WAR NEC
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+E998 WAR INJ:POST WAR OPERAT
+E9990 LATE EFFECT, WAR INJURY
+E9991 LATE EFFECT, TERRORISM
+V010 CHOLERA CONTACT
+V011 TUBERCULOSIS CONTACT
+V012 POLIOMYELITIS CONTACT
+V013 SMALLPOX CONTACT
+V014 RUBELLA CONTACT
+V015 RABIES CONTACT
+V016 VENEREAL DIS CONTACT
+V0171 VARICELLA CONTACT/EXP
+V0179 VIRAL DIS CONTACT NEC
+V0181 CONTACT/EXPOSURE-ANTHRAX
+V0182 EXPOSURE TO SARS
+V0183 E. COLI CONTACT/EXP
+V0184 MENINGOCOCCUS CONTACT
+V0189 COMMUNIC DIS CONTACT NEC
+V019 COMMUNIC DIS CONTACT NOS
+V020 CHOLERA CARRIER
+V021 TYPHOID CARRIER
+V022 AMEBIASIS CARRIER
+V023 GI PATHOGEN CARRIER NEC
+V024 DIPHTHERIA CARRIER
+V0251 GROUP B STREPTOC CARRIER
+V0252 STREPTOCOCUS CARRIER NEC
+V0259 BACTERIA DIS CARRIER NEC
+V0260 VIRAL HEP CARRIER NOS
+V0261 HEPATITIS B CARRIER
+V0262 HEPATITIS C CARRIER
+V0269 VIRAL HEP CARRIER NEC
+V027 GONORRHEA CARRIER
+V028 VENEREAL DIS CARRIER NEC
+V029 CARRIER NEC
+V030 VACCIN FOR CHOLERA
+V031 VACC-TYPHOID-PARATYPHOID
+V032 VACCIN FOR TUBERCULOSIS
+V033 VACCIN FOR PLAGUE
+V034 VACCIN FOR TULAREMIA
+V035 VACCIN FOR DIPHTHERIA
+V036 VACCIN FOR PERTUSSIS
+V037 TETANUS TOXOID INOCULAT
+V0381 ND VAC HMOPHLUS INFLNZ B
+V0382 ND VAC STRPTCS PNEUMNI B
+V0389 ND OTHER SPECF VACNATION
+V039 VACCIN FOR BACT DIS NOS
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+V044 VACCIN FOR YELLOW FEVER
+V045 VACCIN FOR RABIES
+V046 VACCIN FOR MUMPS
+V047 VACCIN FOR COMMON COLD
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+V0482 VACCINATION FOR RSV
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+V050 ARBOVIRUS ENCEPH VACCIN
+V051 VACC ARBOVIRAL DIS NEC
+V052 VACCIN FOR LEISHMANIASIS
+V053 NEED PRPHYL VC VRL HEPAT
+V054 NEED PRPHYL VC VARICELLA
+V058 VACCIN FOR DISEASE NEC
+V059 VACCIN FOR SINGL DIS NOS
+V060 VACCIN FOR CHOLERA + TAB
+V061 VACCINATION FOR DTP-DTAP
+V062 VACCIN FOR DTP + TAB
+V063 VACCIN FOR DTP + POLIO
+V064 VAC-MEASLE-MUMPS-RUBELLA
+V065 VACCINATION FOR TD-DT
+V066 ND VAC STRP PNUMN/INFLNZ
+V068 VAC-DIS COMBINATIONS NEC
+V069 VAC-DIS COMBINATIONS NOS
+V070 PROPHYLACTIC ISOLATION
+V071 DESENSITIZA TO ALLERGENS
+V072 PROPHYLACT IMMUNOTHERAPY
+V0731 PROPHYLAC FLUORIDE ADMIN
+V0739 OTHER PROPHYLAC CHEMOTHR
+V074 HORMONE REPLACE POSTMENO
+V078 PROPHYLACTIC MEASURE NEC
+V079 PROPHYLACTIC MEASURE NOS
+V08 ASYMP HIV INFECTN STATUS
+V090 INF MCRG RSTN PNCLLINS
+V091 INF MCRG RSTN B-LACTAM
+V092 INF MCRG RSTN MACROLIDES
+V093 INF MCRG RSTN TTRCYCLN
+V094 INF MCRG RSTN AMNGLCSDS
+V0950 INF MCR RST QN FLR NT ML
+V0951 INF MCRG RSTN QN FLRQ ML
+V096 INF MCRG RSTN SULFNMIDES
+V0970 INF MCR RST OTH AG NT ML
+V0971 INF MCRG RSTN OTH AG MLT
+V0980 INF MCR RST OT DRG NT ML
+V0981 INF MCRG RSTN OTH DRG ML
+V0990 INFC MCRG DRGRST NT MULT
+V0991 INFC MCRG DRGRST MULT
+V1000 HX OF GI MALIGNANCY NOS
+V1001 HX OF TONGUE MALIGNANCY
+V1002 HX-ORAL/PHARYNX MALG NEC
+V1003 HX-ESOPHAGEAL MALIGNANCY
+V1004 HX OF GASTRIC MALIGNANCY
+V1005 HX OF COLONIC MALIGNANCY
+V1006 HX-RECTAL & ANAL MALIGN
+V1007 HX OF LIVER MALIGNANCY
+V1009 HX OF GI MALIGNANCY NEC
+V1011 HX-BRONCHOGENIC MALIGNAN
+V1012 HX-TRACHEAL MALIGNANCY
+V1020 HX-RESP ORG MALIGNAN NOS
+V1021 HX-LARYNGEAL MALIGNANCY
+V1022 HX-NOSE/EAR/SINUS MALIG
+V1029 HX-INTRATHORACIC MAL NEC
+V103 HX OF BREAST MALIGNANCY
+V1040 HX-FEMALE GENIT MALG NOS
+V1041 HX-CERVICAL MALIGNANCY
+V1042 HX-UTERUS MALIGNANCY NEC
+V1043 HX OF OVARIAN MALIGNANCY
+V1044 HX-FEMALE GENIT MALG NEC
+V1045 HX-MALE GENIT MALIG NOS
+V1046 HX-PROSTATIC MALIGNANCY
+V1047 HX-TESTICULAR MALIGNANCY
+V1048 HX-EPIDIDYMIS MALIGNANCY
+V1049 HX-MALE GENIT MALIG NEC
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+V1051 HX OF BLADDER MALIGNANCY
+V1052 HX OF KIDNEY MALIGNANCY
+V1053 HX MALIG RENAL PELVIS
+V1059 HX-URINARY MALIGNAN NEC
+V1060 HX OF LEUKEMIA NOS
+V1061 HX OF LYMPHOID LEUKEMIA
+V1062 HX OF MYELOID LEUKEMIA
+V1063 HX OF MONOCYTIC LEUKEMIA
+V1069 HX OF LEUKEMIA NEC
+V1071 HX-LYMPHOSARCOMA
+V1072 HX-HODGKIN'S DISEASE
+V1079 HX-LYMPHATIC MALIGN NEC
+V1081 HX OF BONE MALIGNANCY
+V1082 HX-MALIG SKIN MELANOMA
+V1083 HX-SKIN MALIGNANCY NEC
+V1084 HX OF EYE MALIGNANCY
+V1085 HX OF BRAIN MALIGNANCY
+V1086 HX-MALIGN NERVE SYST NEC
+V1087 HX OF THYROID MALIGNANCY
+V1088 HX-ENDOCRINE MALIGN NEC
+V1089 HX OF MALIGNANCY NEC
+V109 HX OF MALIGNANCY NOS
+V110 HX OF SCHIZOPHRENIA
+V111 HX OF AFFECTIVE DISORDER
+V112 HX OF NEUROSIS
+V113 HX OF ALCOHOLISM
+V118 HX-MENTAL DISORDER NEC
+V119 HX-MENTAL DISORDER NOS
+V1200 PRSNL HST UNSP NFCT PRST
+V1201 PRSNL HST TUBERCULOSIS
+V1202 PRSNL HST POLIOMYELITIS
+V1203 PERSONAL HISTRY MALARIA
+V1209 PRSNL HST OTH NFCT PARST
+V121 HX-NUTRITION DEFICIENCY
+V122 HX-ENDOCR/META/IMMUN DIS
+V123 HX-BLOOD DISEASES
+V1240 HX NERV SYS/SNSE ORG NOS
+V1241 HX BENIGN NEOPLASM BRAIN
+V1242 PERSONL HX INFECTION CNS
+V1249 HX NERV SYS/SNSE ORG NEC
+V1250 HX-CIRCULATORY DIS NOS
+V1251 HX-VEN THROMBOSIS/EMBOLS
+V1252 HX-THROMBOPHLEBITIS
+V1259 HX-CIRCULATORY DIS NEC
+V1260 HX RESP SYSTEM DIS NOS
+V1261 PRSNL HX RECUR PNEUMONIA
+V1269 HX RESP SYSTEM DIS NEC
+V1270 PRSNL HST UNSPC DGSTV DS
+V1271 PRSNL HST PEPTIC ULCR DS
+V1272 PRSNL HST COLONIC POLYPS
+V1279 PRSNL HST OT SPF DGST DS
+V1300 PRSNL HST URNR DSRD UNSP
+V1301 PRSNL HST URNR DSRD CALC
+V1302 PERSONAL HISTORY UTI
+V1303 PERSONL HX NEPHROTIC SYN
+V1309 PRSN HST OT SPF URN DSRD
+V131 HX-TROPHOBLASTIC DISEASE
+V1321 HISTORY-PRE-TERM LABOR
+V1329 HX-GENITAL/OBS DIS NEC
+V133 HX-SKIN/SUBCUTAN TIS DIS
+V134 HX OF ARTHRITIS
+V135 HX-MUSCULOSKELET DIS NEC
+V1361 HX-HYPOSPADIUS
+V1369 HX-CONGENITAL MALFOR NEC
+V137 HX-PERINATAL PROBLEMS
+V138 HX OF DISEASES NEC
+V139 HX OF DISEASE NOS
+V140 HX-PENICILLIN ALLERGY
+V141 HX-ANTIBIOT ALLERGY NEC
+V142 HX-SULFONAMIDES ALLERGY
+V143 HX-ANTI-INFECT ALLERGY
+V144 HX-ANESTHETIC ALLERGY
+V145 HX-NARCOTIC ALLERGY
+V146 HX-ANALGESIC ALLERGY
+V147 HX-VACCINE ALLERGY
+V148 HX-DRUG ALLERGY NEC
+V149 HX-DRUG ALLERGY NOS
+V1501 HX-PEANUT ALLERGY
+V1502 HX-MILK PROD ALLERGY
+V1503 HX-EGGS ALLERGY
+V1504 HX-SEAFOOD ALLERGY
+V1505 HX-OTHER FOOD ALLERGY
+V1506 HX-INSECTS ALLERGY
+V1507 HX-LATEX ALLERGY
+V1508 HX-RADIOGRPHC DYE ALLRGY
+V1509 HX-ALLERGY NEC
+V151 HX-MAJOR CARDIOVASC SURG
+V152 HX-MAJOR ORGAN SURG NEC
+V153 HX OF IRRADIATION
+V1541 HX OF PHYSICAL ABUSE
+V1542 HX OF EMOTIONAL ABUSE
+V1549 PSYCHOLOGICAL TRAUMA NEC
+V155 HX OF INJURY
+V156 HX OF POISONING
+V157 HX OF CONTRACEPTION
+V1581 HX OF PAST NONCOMPLIANCE
+V1582 HISTORY OF TOBACCO USE
+V1584 HX-EXPOSURE ASBESTOS
+V1585 HX-EXPS HAZRD BODY FLUID
+V1586 HX-EXPOSURE TO LEAD
+V1587 HX OF ECMO
+V1588 PERSONAL HISTORY OF FALL
+V1589 HX-HEALTH HAZARDS NEC
+V159 HX-HEALTH HAZARD NOS
+V160 FAMILY HX-GI MALIGNANCY
+V161 FM HX-TRACH/BRONCHOG MAL
+V162 FAM HX-INTRATHORACIC MAL
+V163 FAMILY HX-BREAST MALIG
+V1640 FM HX GENITAL MALIG NOS
+V1641 FM HX OVARY MALIGNANCY
+V1642 FM HX PROSTATE MALIG
+V1643 FM HX TESTIS MALIG
+V1649 FM HX GENITAL MALIG NEC
+V1651 FAMILY HX-KIDNEY MALIG
+V1659 FAM HX-URINRY MALIG NEC
+V166 FAMILY HX-LEUKEMIA
+V167 FAM HX-LYMPH NEOPLAS NEC
+V168 FAMILY HX-MALIGNANCY NEC
+V169 FAMILY HX-MALIGNANCY NOS
+V170 FAM HX-PSYCHIATRIC COND
+V171 FAMILY HX-STROKE
+V172 FAM HX-NEUROLOG DIS NEC
+V173 FAM HX-ISCHEM HEART DIS
+V174 FAM HX-CARDIOVAS DIS NEC
+V175 FAMILY HX-ASTHMA
+V176 FAM HX-CHR RESP COND NEC
+V177 FAMILY HX-ARTHRITIS
+V1781 FAMILY HX OSTEOPOROSIS
+V1789 FAM HX MUSCULOSK DIS NEC
+V180 FAM HX-DIABETES MELLITUS
+V181 FM HX-ENDO/METAB DIS NEC
+V182 FAMILY HX-ANEMIA
+V183 FAM HX-BLOOD DISORD NEC
+V184 FAM HX-MENTAL RETARDAT
+V185 FAMILY HX-GI DISORDERS
+V1861 FAM HX-POLYCYSTIC KIDNEY
+V1869 FAM HX-KIDNEY DIS NEC
+V187 FAMILY HX-GU DISEASE NEC
+V188 FM HX-INFECT/PARASIT DIS
+V189 FAM HX GENET DIS CARRIER
+V190 FAMILY HX-BLINDNESS
+V191 FAMILY HX-EYE DISORD NEC
+V192 FAMILY HX-DEAFNESS
+V193 FAMILY HX-EAR DISORD NEC
+V194 FAMILY HX-SKIN CONDITION
+V195 FAM HX-CONGEN ANOMALIES
+V196 FAMILY HX-ALLERGIC DIS
+V197 CONSANGUINITY
+V198 FAMILY HX-CONDITION NEC
+V200 FOUNDLING HEALTH CARE
+V201 CARE OF HEALTHY CHLD NEC
+V202 ROUTIN CHILD HEALTH EXAM
+V210 RAPID CHILDHOOD GROWTH
+V211 PUBERTY
+V212 ADOLESCENCE GROWTH NEC
+V2130 LOW BIRTHWT STATUS NOS
+V2131 LOW BIRTHWT STATUS <500G
+V2132 LOW BIRTHWT 500-999G
+V2133 LOW BIRTHWT 1000-1499G
+V2134 LOW BIRTHWT 1500-1999G
+V2135 LOW BIRTHWT 2000-2500G
+V218 CONSTIT STATE IN DEV NEC
+V219 CONSTIT STATE IN DEV NOS
+V220 SUPERVIS NORMAL 1ST PREG
+V221 SUPERVIS OTH NORMAL PREG
+V222 PREG STATE, INCIDENTAL
+V230 PREG W HX OF INFERTILITY
+V231 PREG W HX-TROPHOBLAS DIS
+V232 PREG W HX OF ABORTION
+V233 GRAND MULTIPARITY
+V2341 PREG W HX PRE-TERM LABOR
+V2349 PREG W POOR OBS HX NEC
+V235 PREG W POOR REPRODUCT HX
+V237 INSUFFICNT PRENATAL CARE
+V2381 SUPRV ELDERLY PRIMIGRAV
+V2382 SUPRV ELDERLY MULTIGRAV
+V2383 SUPRV YOUNG PRIMIGRAVIDA
+V2384 SUPRV YOUNG MULTIGRAVIDA
+V2389 SUPRV HIGH-RISK PREG NEC
+V239 SUPRV HIGH-RISK PREG NOS
+V240 POSTPART CARE AFTER DEL
+V241 POSTPART CARE-LACTATION
+V242 ROUT POSTPART FOLLOW-UP
+V2501 PRESCRIP-ORAL CONTRACEPT
+V2502 INITIATE CONTRACEPT NEC
+V2503 CONTRACEPT MGMT-EMERGNCY
+V2509 CONTRACEPTIVE MANGMT NEC
+V251 INSERTION OF IUD
+V252 STERILIZATION
+V253 MENSTRUAL EXTRACTION
+V2540 CONTRACEPT SURVEILL NOS
+V2541 CONTRACEPT PILL SURVEILL
+V2542 IUD SURVEILLANCE
+V2543 SRVL MPLNT SBDRM CNTRCEP
+V2549 CONTRACEPT SURVEILL NEC
+V255 NSRT MPLNT SBDRM CNTRCEP
+V258 CONTRACEPTIVE MANGMT NEC
+V259 CONTRACEPTIVE MANGMT NOS
+V260 TUBOPLASTY OR VASOPLASTY
+V261 ARTIFICIAL INSEMINATION
+V2621 FERTILITY TESTING
+V2622 STERILZATION REV AFTCARE
+V2629 INVESTIGATE & TEST NEC
+V2631 TEST GENETIC DIS CARRIER
+V2632 GENETIC TESTING NEC
+V2633 GENETIC COUNSELING
+V264 PROCREATIVE MGMT-COUNSEL
+V2651 TUBAL LIGATION STATUS
+V2652 VASECTOMY STATUS
+V268 PROCREATIVE MANGMT NEC
+V269 PROCREATIVE MANGMT NOS
+V270 DELIVER-SINGLE LIVEBORN
+V271 DELIVER-SINGLE STILLBORN
+V272 DELIVER-TWINS, BOTH LIVE
+V273 DEL-TWINS, 1 NB, 1 SB
+V274 DELIVER-TWINS, BOTH SB
+V275 DEL-MULT BIRTH, ALL LIVE
+V276 DEL-MULT BRTH, SOME LIVE
+V277 DEL-MULT BIRTH, ALL SB
+V279 OUTCOME OF DELIVERY NOS
+V280 SCREENING-CHROMOSOM ANOM
+V281 SCREEN-ALPHAFETOPROTEIN
+V282 SCREEN BY AMNIOCENT NEC
+V283 SCREEN-FETAL MALFORM
+V284 SCREEN-FETAL RETARDATION
+V285 SCREEN-ISOIMMUNIZATION
+V286 ANTENATAL SCREEN STREP B
+V288 ANTENATAL SCREENING NEC
+V289 ANTENATAL SCREENING NOS
+V290 NB OBSRV SUSPCT INFECT
+V291 NB OBSRV SUSPCT NEURLGCL
+V292 OBSRV NB SUSPC RESP COND
+V293 NB OBS GENETC/METABL CND
+V298 NB OBSRV OTH SUSPCT COND
+V299 NB OBSRV UNSP SUSPCT CND
+V3000 SINGLE LB IN-HOSP W/O CS
+V3001 SINGLE LB IN-HOSP W CS
+V301 SINGL LIVEBRN-BEFORE ADM
+V302 SINGLE LIVEBORN-NONHOSP
+V3100 TWIN-MATE LB-HOSP W/O CS
+V3101 TWIN-MATE LB-IN HOS W CS
+V311 TWIN, MATE LB-BEFORE ADM
+V312 TWIN, MATE LB-NONHOSP
+V3200 TWIN-MATE SB-HOSP W/O CS
+V3201 TWIN-MATE SB-HOSP W CS
+V321 TWIN, MATE SB-BEFORE ADM
+V322 TWIN, MATE SB-NONHOSP
+V3300 TWIN-NOS-IN HOSP W/O CS
+V3301 TWIN-NOS-IN HOSP W CS
+V331 TWIN NOS-BEFORE ADMISSN
+V332 TWIN NOS-NONHOSP
+V3400 OTH MULT LB-HOSP W/O CS
+V3401 OTH MULT LB-IN HOSP W CS
+V341 OTH MULT NB-BEFORE ADM
+V342 OTH MULTIPLE NB-NONHOSP
+V3500 OTH MULT SB-HOSP W/O CS
+V3501 OTH MULT SB-IN HOSP W CS
+V351 OTH MULT SB-BEFORE ADM
+V352 OTH MULTIPLE SB-NONHOSP
+V3600 MULT LB/SB-IN HOS W/O CS
+V3601 MULT LB/SB-IN HOSP W CS
+V361 MULT NB/SB-BEFORE ADM
+V362 MULTIPLE NB/SB-NONHOSP
+V3700 MULT BRTH NOS-HOS W/O CS
+V3701 MULT BIRTH NOS-HOSP W CS
+V371 MULT BRTH NOS-BEFORE ADM
+V372 MULT BIRTH NOS-NONHOSP
+V3900 LIVEBORN NOS-HOSP W/O CS
+V3901 LIVEBORN NOS-HOSP W CS
+V391 LIVEBORN NOS-BEFORE ADM
+V392 LIVEBORN NOS-NONHOSP
+V400 PROBLEMS WITH LEARNING
+V401 PROB WITH COMMUNICATION
+V402 MENTAL PROBLEMS NEC
+V403 BEHAVIORAL PROBLEMS NEC
+V409 MENTAL/BEHAVIOR PROB NOS
+V410 PROBLEMS WITH SIGHT
+V411 EYE PROBLEMS NEC
+V412 PROBLEMS WITH HEARING
+V413 EAR PROBLEMS NEC
+V414 VOICE PRODUCTION PROBLEM
+V415 SMELL AND TASTE PROBLEM
+V416 PROBLEM W SWALLOWING
+V417 SEXUAL FUNCTION PROBLEM
+V418 PROBL W SPECIAL FUNC NEC
+V419 PROBL W SPECIAL FUNC NOS
+V420 KIDNEY TRANSPLANT STATUS
+V421 HEART TRANSPLANT STATUS
+V422 HEART VALVE TRANSPLANT
+V423 SKIN TRANSPLANT STATUS
+V424 BONE TRANSPLANT STATUS
+V425 CORNEA TRANSPLANT STATUS
+V426 LUNG TRANSPLANT STATUS
+V427 LIVER TRANSPLANT STATUS
+V4281 TRNSPL STATUS-BNE MARROW
+V4282 TRSPL STS-PERIP STM CELL
+V4283 TRNSPL STATUS-PANCREAS
+V4284 TRNSPL STATUS-INTESTINES
+V4289 TRNSPL STATUS ORGAN NEC
+V429 TRANSPLANT STATUS NOS
+V430 EYE REPLACEMENT NEC
+V431 LENS REPLACEMENT NEC
+V4321 HEART ASSIST DEV REPLACE
+V4322 ARTFICIAL HEART REPLACE
+V433 HEART VALVE REPLAC NEC
+V434 BLOOD VESSEL REPLAC NEC
+V435 BLADDER REPLACEMENT NEC
+V4360 JOINT REPLACED UNSPCF
+V4361 JOINT REPLACED SHOULDER
+V4362 JOINT REPLACED ELBOW
+V4363 JOINT REPLACED WRIST
+V4364 JOINT REPLACED HIP
+V4365 JOINT REPLACED KNEE
+V4366 JOINT REPLACED ANKLE
+V4369 OTH SPCF JOINT REPLACED
+V437 LIMB REPLACEMENT NEC
+V4381 LARYNX REPLACEMENT
+V4382 BREAST REPLACEMENT
+V4383 ARTIFIC SKIN REPL STATUS
+V4389 ORGAN/TISS REPLACMNT NEC
+V440 TRACHEOSTOMY STATUS
+V441 GASTROSTOMY STATUS
+V442 ILEOSTOMY STATUS
+V443 COLOSTOMY STATUS
+V444 ENTEROSTOMY STATUS NEC
+V4450 CYSTOSTOMY STATUS NOS
+V4451 CUTANEOUS-VESICOS STATUS
+V4452 APPENDICO-VESICOS STATUS
+V4459 CYSTOSTOMY STATUS NEC
+V446 URINOSTOMY STATUS NEC
+V447 ARTIFICIAL VAGINA STATUS
+V448 ARTIF OPEN STATUS NEC
+V449 ARTIF OPEN STATUS NOS
+V4500 STATUS CARDC DVCE UNSPCF
+V4501 STATUS CARDIAC PACEMAKER
+V4502 STATUS AUTM CRD DFBRLTR
+V4509 STATUS OTH SPCF CRDC DVC
+V451 RENAL DIALYSIS STATUS
+V452 VENTRICULAR SHUNT STATUS
+V453 INTESTINAL BYPASS STATUS
+V454 ARTHRODESIS STATUS
+V4551 PRSC NTRUTR CNTRCPTV DVC
+V4552 PRSC SBDRML CNTRCP MPLNT
+V4559 PRSC OTHER CNTRCPTV DVC
+V4561 CATARACT EXTRACT STATUS
+V4569 POST-PROC ST EYE/ADN NEC
+V4571 ACQUIRED ABSENCE BREAST
+V4572 ACQUIRE ABSNCE INTESTINE
+V4573 ACQUIRED ABSENCE KIDNEY
+V4574 ACQ ABSENCE URINARY TRCT
+V4575 ACQ ABSENCE OF STOMACH
+V4576 ACQ ABSENCE OF LUNG
+V4577 ACQ ABSNCE GENITAL ORGAN
+V4578 ACQUIRED ABSENCE OF EYE
+V4579 ACQ ABSENCE OF ORGAN NEC
+V4581 AORTOCORONARY BYPASS
+V4582 STATUS-POST PTCA
+V4583 BREAST IMPL REMOV STATUS
+V4584 DENTAL RESTORATN STATUS
+V4585 INSULIN PUMP STATUS
+V4589 POST-PROC STATES NEC
+V460 DEPENDENCE ON ASPIRATOR
+V4611 RESPIRATOR DEPEND STATUS
+V4612 RESP DEPEND-POWR FAILURE
+V4613 WEANING FROM RESPIRATOR
+V4614 MECH COMP RESPIRATOR
+V462 DEPEND-SUPPLEMENT OXYGEN
+V468 MACHINE DEPENDENCE NEC
+V469 MACHINE DEPENDENCE NOS
+V470 INTERN ORGAN DEFICIENCY
+V471 MECH PROB W INTERNAL ORG
+V472 CARDIORESPIRAT PROBL NEC
+V473 DIGESTIVE PROBLEMS NEC
+V474 URINARY PROBLEMS NEC
+V475 GENITAL PROBLEMS NEC
+V479 PROBL W INTERNAL ORG NOS
+V480 DEFICIENCIES OF HEAD
+V481 DEFICIENCIES NECK/TRUNK
+V482 MECHANICAL PROB W HEAD
+V483 MECH PROB W NECK & TRUNK
+V484 SENSORY PROBLEM W HEAD
+V485 SENSOR PROB W NECK/TRUNK
+V486 DISFIGUREMENTS OF HEAD
+V487 DISFIGUREMENT NECK/TRUNK
+V488 PROB-HEAD/NECK/TRUNK NEC
+V489 PROB-HEAD/NECK/TRUNK NOS
+V490 DEFICIENCIES OF LIMBS
+V491 MECHANICAL PROB W LIMBS
+V492 MOTOR PROBLEMS W LIMBS
+V493 SENSORY PROBLEMS W LIMBS
+V494 DISFIGUREMENTS OF LIMBS
+V495 LIMB PROBLEMS NEC
+V4960 STATUS AMPUT UP LMB NOS
+V4961 STATUS AMPUT THUMB
+V4962 STATUS AMPUT OTH FINGERS
+V4963 STATUS AMPUT HAND
+V4964 STATUS AMPUT WRIST
+V4965 STATUS AMPUT BELOW ELBOW
+V4966 STATUS AMPUT ABOVE ELBOW
+V4967 STATUS AMPUT SHOULDER
+V4970 STATUS AMPUT LWR LMB NOS
+V4971 STATUS AMPUT GREAT TOE
+V4972 STATUS AMPUT OTHR TOE(S)
+V4973 STATUS AMPUT FOOT
+V4974 STATUS AMPUT ANKLE
+V4975 STATUS AMPUT BELOW KNEE
+V4976 STATUS AMPUT ABOVE KNEE
+V4977 STATUS AMPUT HIP
+V4981 ASYMPT POSTMENO STATUS
+V4982 DENTAL SEALANT STATUS
+V4983 AWAIT ORGAN TRANSPLNT ST
+V4984 BED CONFINEMENT STATUS
+V4989 CONDITN INFLU HEALTH NEC
+V499 PROBL INFLU HEALTH NOS
+V500 HAIR TRANSPLANT
+V501 PLASTIC SURGERY NEC
+V502 ROUTINE CIRCUMCISION
+V503 EAR PIERCING
+V5041 PRPHYLCT ORGN RMVL BRST
+V5042 PRPHYLCT ORGN RMVL OVARY
+V5049 PRPHYLCT ORGN RMVL OTHER
+V508 ELECTIVE SURGERY NEC
+V509 ELECTIVE SURGERY NOS
+V51 AFTERCARE W PLASTIC SURG
+V520 FITTING ARTIFICIAL ARM
+V521 FITTING ARTIFICIAL LEG
+V522 FITTING ARTIFICIAL EYE
+V523 FITTING DENTAL PROSTHES
+V524 FIT/ADJ BREAST PROS/IMPL
+V528 FITTING PROSTHESIS NEC
+V529 FITTING PROSTHESIS NOS
+V5301 ADJ CEREBRAL VENT SHUNT
+V5302 ADJUST NEUROPACEMAKER
+V5309 ADJ NERV SYST DEVICE NEC
+V531 FIT CONTACT LENS/GLASSES
+V532 ADJUSTMENT HEARING AID
+V5331 FTNG CARDIAC PACEMAKER
+V5332 FTNG AUTMTC DFIBRILLATOR
+V5339 FTNG OTH CARDIAC DEVICE
+V534 FIT ORTHODONTIC DEVICE
+V535 FIT/ADJ INTES APPL NEC
+V536 FITTING URINARY DEVICES
+V537 FIT ORTHOPEDIC DEVICES
+V538 ADJUSTMENT OF WHEELCHAIR
+V5390 FIT/ADJUST DEVICE NOS
+V5391 FIT/ADJUST INSULIN PUMP
+V5399 FIT/ADJUST DEVICE NEC
+V5401 REMOVAL INT FIXATION DEV
+V5402 LENGTH/ADJUST GROWTH ROD
+V5409 AFTRCRE INT FIXATION DEV
+V5410 AFTRCRE TRAUM FX ARM NOS
+V5411 AFTRCARE TRAUM FX UP ARM
+V5412 AFTRCRE TRAUM FX LOW ARM
+V5413 AFTRCRE TRAUMATIC FX HIP
+V5414 AFTRCRE TRAUM FX LEG NOS
+V5415 AFTRCARE TRAUM FX UP LEG
+V5416 AFTRCRE TRAUM FX LOW LEG
+V5417 AFTRCRE TRAUM FX VERTEBR
+V5419 AFTRCE TRAUM FX BONE NEC
+V5420 AFTRCARE PATH FX ARM NOS
+V5421 AFTERCARE PATH FX UP ARM
+V5422 AFTRCARE PATH FX LOW ARM
+V5423 AFTERCARE PATH FX HIP
+V5424 AFTRCARE PATH FX LEG NOS
+V5425 AFTRCARE PATH FX UP LEG
+V5426 AFTRCARE PATH FX LOW LEG
+V5427 AFTRCARE PATH FX VERTEBR
+V5429 AFTRCRE PATH FX BONE NEC
+V5481 AFTERCARE JOINT REPLACE
+V5489 ORTHOPEDIC AFTERCARE NEC
+V549 ORTHOPEDIC AFTERCARE NOS
+V550 ATTEN TO TRACHEOSTOMY
+V551 ATTEN TO GASTROSTOMY
+V552 ATTEN TO ILEOSTOMY
+V553 ATTEN TO COLOSTOMY
+V554 ATTEN TO ENTEROSTOMY NEC
+V555 ATTEN TO CYSTOSTOMY
+V556 ATTEN TO URINOSTOMY NEC
+V557 ATTEN ARTIFICIAL VAGINA
+V558 ATTN TO ARTIF OPEN NEC
+V559 ATTN TO ARTIF OPEN NOS
+V560 RENAL DIALYSIS ENCOUNTER
+V561 FT/ADJ XTRCORP DIAL CATH
+V562 FIT/ADJ PERIT DIAL CATH
+V5631 HEMODIALYSIS TESTING
+V5632 PERITONEAL DIALYSIS TEST
+V568 DIALYSIS ENCOUNTER, NEC
+V570 BREATHING EXERCISES
+V571 PHYSICAL THERAPY NEC
+V5721 ENCNTR OCCUPATNAL THRPY
+V5722 ENCNTR VOCATIONAL THRPY
+V573 SPEECH THERAPY
+V574 ORTHOPTIC TRAINING
+V5781 ORTHOTIC TRAINING
+V5789 REHABILITATION PROC NEC
+V579 REHABILITATION PROC NOS
+V580 RADIOTHERAPY ENCOUNTER
+V5811 ANTINEOPLASTIC CHEMO ENC
+V5812 IMMUNOTHERAPY ENCOUNTER
+V582 BLOOD TRANSFUSION, NO DX
+V583 ATTEN-SURG DRESSNG/SUTUR
+V5841 ENCNTR PLND PO WND CLSR
+V5842 AFTERCARE NEOPLASM SURG
+V5843 AFTRCARE INJ/TRAUMA SURG
+V5844 AFTERCARE ORGAN TRANSPLT
+V5849 POSTOP OTH SPECFD AFTRCR
+V585 ORTHODONTICS AFTERCARE
+V5861 LONG-TERM USE ANTICOAGUL
+V5862 LONG-TERM USE ANTIBIOTIC
+V5863 LNG USE ANTIPLTE/THRMBTC
+V5864 LONG-TERM ANTI-INFLAMTRY
+V5865 LONG-TERM USE STEROIDS
+V5866 LONG-TERM USE OF ASPIRIN
+V5867 LONG-TERM USE OF INSULIN
+V5869 LONG-TERM USE MEDS NEC
+V5871 AFT SURG SENSE ORG NEC
+V5872 AFTCRE SURG NERV SYS NEC
+V5873 AFT SURG CIRC SYST NEC
+V5874 AFTRCRE SURG RESPSYS NEC
+V5875 AFT ORAL CAV/DIG SYS NEC
+V5876 AFTRCRE SURG GU SYST NEC
+V5877 AFT SURG SKIN/SUBCU NEC
+V5878 AFTRCRE SURG MS SYST NEC
+V5881 FIT/ADJ VASCULAR CATHETR
+V5882 FIT/ADJ NON-VSC CATH NEC
+V5883 THERAPEUTIC DRUG MONITOR
+V5889 OTHER SPECFIED AFTERCARE
+V589 AFTERCARE NOS
+V5901 BLOOD DONOR-WHOLE BLOOD
+V5902 BLOOD DONOR-STEM CELLS
+V5909 BLOOD DONOR NEC
+V591 SKIN DONOR
+V592 BONE DONOR
+V593 BONE MARROW DONOR
+V594 KIDNEY DONOR
+V595 CORNEA DONOR
+V596 LIVER DONOR
+V5970 EGG DONOR NEC
+V5971 EGG DONOR AGE <35 ANON
+V5972 EGG DONOR AGE <35 DESIG
+V5973 EGG DONOR AGE 35+ ANON
+V5974 EGG DONOR AGE 35+ DESIG
+V598 ORG OR TISSUE DONOR NEC
+V599 ORG OR TISSUE DONOR NOS
+V600 LACK OF HOUSING
+V601 INADEQUATE HOUSING
+V602 ECONOMIC PROBLEM
+V603 PERSON LIVING ALONE
+V604 NO FAMILY ABLE TO CARE
+V605 HOLIDAY RELIEF CARE
+V606 PERSON IN RESIDENT INST
+V608 HOUSING/ECONO CIRCUM NEC
+V609 HOUSING/ECONO CIRCUM NOS
+V610 FAMILY DISRUPTION
+V6110 CONSL PARTNER PROB
+V6111 CNSL VICTM PARTNER ABUSE
+V6112 CNSL PERP PARTNER ABUSE
+V6120 CNSL PRNT-CHLD PROB NOS
+V6121 CNSL VICTIM CHILD ABUSE
+V6122 CNSL PERP PARENT CHLD AB
+V6129 PARENT-CHILD PROBLEM NEC
+V613 PROBLEM W AGED PARENT
+V6141 ALCOHOLISM IN FAMILY
+V6149 FAMILY HEALTH PROBL NEC
+V615 MULTIPARITY
+V616 ILLEGITIMATE PREGNANCY
+V617 UNWANTED PREGNANCY NEC
+V618 FAMILY CIRCUMSTANCES NEC
+V619 FAMILY CIRCUMSTANCE NOS
+V620 UNEMPLOYMENT
+V621 ADVERSE EFF-WORK ENVIRON
+V622 OCCUP CIRCUMSTANCES NEC
+V623 EDUCATIONAL CIRCUMSTANCE
+V624 SOCIAL MALADJUSTMENT
+V625 LEGAL CIRCUMSTANCES
+V626 REFUSAL OF TREATMENT
+V6281 INTERPERSONAL PROBL NEC
+V6282 BEREAVEMENT, UNCOMPLICAT
+V6283 CNSL PERP PHYS/SEX ABUSE
+V6284 SUICIDAL IDEATION
+V6289 PSYCHOLOGICAL STRESS NEC
+V629 PSYCHOSOCIAL CIRCUM NOS
+V630 HOME REMOTE FROM HOSPITL
+V631 NO MEDICAL SERV IN HOME
+V632 WAIT ADM TO OTH FACILITY
+V638 NO MED FACILITIES NEC
+V639 NO MED FACILITIES NOS
+V6400 NO VACCINATION NOS
+V6401 NO VACCIN-ACUTE ILLNESS
+V6402 NO VACCIN-CHRONC ILLNESS
+V6403 NO VACCIN-IMMUNE COMP
+V6404 NO VACCIN-ALLERGY TO VAC
+V6405 NO VACCIN-CAREGIV REFUSE
+V6406 NO VACCINATION-PT REFUSE
+V6407 NO VACCINATION-RELIGION
+V6408 NO VACCIN-PREV DISEASE
+V6409 NO VACCINATION NEC
+V641 NO PROC/CONTRAINDICATION
+V642 NO PROC/PATIENT DECISION
+V643 NO PROC FOR REASONS NEC
+V6441 LAP SURG CONVERT TO OPEN
+V6442 THORACOSCOP CONV TO OPEN
+V6443 ARTHROSCOPC CONV TO OPEN
+V650 HEALTHY PERSON W SICK
+V6511 PED PRE-BIRTH VISIT-MOM
+V6519 PERSON CONSULT FOR ANOTH
+V652 PERSON FEIGNING ILLNESS
+V653 DIETARY SURVEIL/COUNSEL
+V6540 COUNSELING NOS
+V6541 EXERCISE COUNSELING
+V6542 COUNSLNG SBSTN USE ABUSE
+V6543 COUNSELING INJRY PREVENT
+V6544 HIV COUNSELING
+V6545 CONSLN OT SEX TRNSMT DIS
+V6546 INSULIN PUMP TRAINING
+V6549 OTHER SPECFD COUNSELING
+V655 PERSN W FEARED COMPLAINT
+V658 REASON FOR CONSULT NEC
+V659 REASON FOR CONSULT NOS
+V660 SURGICAL CONVALESCENCE
+V661 RADIOTHERAPY CONVALESCEN
+V662 CHEMOTHERAPY CONVALESCEN
+V663 MENTAL DIS CONVALESCENCE
+V664 FRACTURE TREATMNT CONVAL
+V665 CONVALESCENCE NEC
+V666 COMB TREATMENT CONVALES
+V667 ENCOUNTR PALLIATIVE CARE
+V669 CONVALESCENCE NOS
+V6700 FOLLOW-UP SURGERY NOS
+V6701 FOLLOW-UP VAG PAP SMEAR
+V6709 FOLLOW-UP SURGERY NEC
+V671 RADIOTHERAPY FOLLOW-UP
+V672 CHEMOTHERAPY FOLLOW-UP
+V673 PSYCHIATRIC FOLLOW-UP
+V674 FU EXAM TREATD HEALED FX
+V6751 HIGH-RISK RX NEC EXAM
+V6759 FOLLOW-UP EXAM NEC
+V676 COMB TREATMENT FOLLOW-UP
+V679 FOLLOW-UP EXAM NOS
+V680 ISSUE MEDICAL CERTIFICAT
+V681 ISSUE REPEAT PRESCRIPT
+V682 REQUEST EXPERT EVIDENCE
+V6881 REFERRAL-NO EXAM/TREAT
+V6889 ADMINISTRTVE ENCOUNT NEC
+V689 ADMINISTRTVE ENCOUNT NOS
+V690 LACK OF PHYSICAL EXERCSE
+V691 INAPPRT DIET EAT HABITS
+V692 HIGH-RISK SEXUAL BEHAVR
+V693 GAMBLING AND BETTING
+V694 LACK OF ADEQUATE SLEEP
+V695 BEHAV INSOMNIA-CHILDHOOD
+V698 OTH PRBLMS RLTD LFSTYLE
+V699 PRBLM RLTD LFSTYLE NOS
+V700 ROUTINE MEDICAL EXAM
+V701 PSYCH EXAM-AUTHORITY REQ
+V702 GEN PSYCHIATRIC EXAM NEC
+V703 MED EXAM NEC-ADMIN PURP
+V704 EXAM-MEDICOLEGAL REASONS
+V705 HEALTH EXAM-GROUP SURVEY
+V706 HEALTH EXAM-POP SURVEY
+V707 EXAM-CLINCAL TRIAL
+V708 GENERAL MEDICAL EXAM NEC
+V709 GENERAL MEDICAL EXAM NOS
+V7101 OBSV-ADULT ANTISOC BEHAV
+V7102 OBSV-ADOLESC ANTISOC BEH
+V7109 OBSERV-MENTAL COND NEC
+V711 OBSV-SUSPCT MAL NEOPLASM
+V712 OBSERV-SUSPECT TB
+V713 OBSERV-WORK ACCIDENT
+V714 OBSERV-ACCIDENT NEC
+V715 OBSERV FOLLOWING RAPE
+V716 OBSERV-INFLICTED INJ NEC
+V717 OBS-SUSP CARDIOVASC DIS
+V7181 OBSERVE-ABUSE & NEGLECT
+V7182 OBS/EVAL SUS EXP ANTHRAX
+V7183 OBS/EVAL EXP BIOL NEC
+V7189 OBSERV-SUSPECT COND NEC
+V719 OBSERV-SUSPECT COND NOS
+V720 EYE & VISION EXAMINATION
+V721 EAR & HEARING EXAM
+V722 DENTAL EXAMINATION
+V7231 ROUTINE GYN EXAMINATION
+V7232 PAP SMEAR CONFIRMATION
+V7240 PREGNANCY TEST UNCONFIRM
+V7241 PREGNANCY TEST NEGATIVE
+V7242 PREGNANCY TEST-POSITIVE
+V725 RADIOLOGICAL EXAM NEC
+V726 LABORATORY EXAMINATION
+V727 SKIN/SENSITIZATION TESTS
+V7281 PREOP CARDIOVSCLR EXAM
+V7282 PREOP RESPIRATORY EXAM
+V7283 OTH SPCF PREOP EXAM
+V7284 PREOP EXAM UNSPCF
+V7285 OTH SPECIFIED EXAM
+V7286 BLOOD TYPING ENCOUNTER
+V729 EXAMINATION NOS
+V730 SCREENING-POLIOMYELITIS
+V731 SCREENING FOR SMALLPOX
+V732 SCREENING FOR MEASLES
+V733 SCREENING FOR RUBELLA
+V734 SCREENING-YELLOW FEVER
+V735 SCREENING-ARBOVIRUS DIS
+V736 SCREENING FOR TRACHOMA
+V7388 SCRN OTH SPCF CHLMYD DIS
+V7389 SCRN OTH SPCF VIRAL DIS
+V7398 SCRN UNSPCF CHLMYD DIS
+V7399 SCRN UNSPCF VIRAL DIS
+V740 SCREENING FOR CHOLERA
+V741 SCREENING-PULMONARY TB
+V742 SCREENING FOR LEPROSY
+V743 SCREENING FOR DIPHTHERIA
+V744 SCREEN-BACT CONJUNCTIVIT
+V745 SCREEN FOR VENERAL DIS
+V746 SCREENING FOR YAWS
+V748 SCREEN-BACTERIAL DIS NEC
+V749 SCREEN-BACTERIAL DIS NOS
+V750 SCREEN-RICKETTSIAL DIS
+V751 SCREENING FOR MALARIA
+V752 SCREEN FOR LEISHMANIASIS
+V753 SCREEN-TRYPANOSOMIASIS
+V754 SCREEN-MYCOTIC INFECT
+V755 SCREEN-SCHISTOSOMIASIS
+V756 SCREEN FOR FILARIASIS
+V757 SCREEN FOR HELMINTHIASIS
+V758 SCREEN-PARASITIC DIS NEC
+V759 SCREEN FOR INFEC DIS NOS
+V760 SCREEN MAL NEOP-RESP ORG
+V7610 SCRN MAL NEO BREAST NOS
+V7611 SCREEN MAMMOGRAM HI RISK
+V7612 SCREEN MAMMOGRAM NEC
+V7619 SCRN MAL NEO BREAST NEC
+V762 SCREEN MAL NEOP-CERVIX
+V763 SCREEN MAL NEOP-BLADDER
+V7641 SCREEN MAL NEOP-RECTUM
+V7642 SCREEN MAL NEOP-ORAL CAV
+V7643 SCREEN MAL NEOP-SKIN
+V7644 SCRN MALIG NEOP-PROSTATE
+V7645 SCREEN MALIG NEOP-TESTIS
+V7646 SCREEN MALIG NEOP-OVARY
+V7647 SCREEN MALIG NEOP-VAGINA
+V7649 SCREEN MAL NEOP OTH SITE
+V7650 SCRN MALIG NEO-INTES NOS
+V7651 SCREEN MALIG NEOP-COLON
+V7652 SCRN MAL NEO-SMALL INTES
+V7681 SCREEN NEOP-NERVOUS SYST
+V7689 SCREEN NEOPLASM NEC
+V769 SCREEN-NEOPLASM NOS
+V770 SCREEN-THYROID DISORDER
+V771 SCREEN-DIABETES MELLITUS
+V772 SCREEN FOR MALNUTRITION
+V773 SCREEN-PHENYLKETONURIA
+V774 SCREEN FOR GALACTOSEMIA
+V775 SCREENING FOR GOUT
+V776 SCREEN-CYSTIC FIBROSIS
+V777 SCREEN-INBORN ERR METAB
+V778 SCREENING FOR OBESITY
+V7791 SCREEN LIPOID DISORDERS
+V7799 SCREEN-ENDOC/NUT/MET NEC
+V780 SCREEN-IRON DEFIC ANEMIA
+V781 SCREEN-DEFIC ANEMIA NEC
+V782 SCREEN-SICKLE CELL DIS
+V783 SCRN-HEMOGLOBINOPATH NEC
+V788 SCREEN-BLOOD DIS NEC
+V789 SCREEN-BLOOD DIS NOS
+V790 SCREENING FOR DEPRESSION
+V791 SCREENING FOR ALCOHOLISM
+V792 SCREEN-MENTAL RETARDAT
+V793 SCREEN-DEVELOPMENT PROB
+V798 SCREEN-MENTAL DIS NEC
+V799 SCREEN-MENTAL DIS NOS
+V800 SCREEN-NEUROLOGICAL COND
+V801 SCREENING FOR GLAUCOMA
+V802 SCREENING-EYE COND NEC
+V803 SCREENING FOR EAR DIS
+V810 SCRN-ISCHEMIC HEART DIS
+V811 SCREEN FOR HYPERTENSION
+V812 SCREEN-CARDIOVASC NEC
+V813 SCREEN-BRONCH/EMPHYSEMA
+V814 SCREEN-RESPIR COND NEC
+V815 SCREEN FOR NEPHROPATHY
+V816 SCREEN FOR GU COND NEC
+V820 SCREEN FOR SKIN COND
+V821 SCREEN-RHEUMATOID ARTHR
+V822 SCREEN-RHEUMAT DIS NEC
+V823 SCREEN-CONG HIP DISLOCAT
+V824 MAT PSTNTL SCR-CHRM ANOM
+V825 SCREEN-CONTAMINATION NEC
+V826 MULTIPHASIC SCREENING
+V8281 SCREEN - OSTEOPOROSIS
+V8289 SCREEN FOR CONDITION NEC
+V829 SCREEN FOR CONDITION NOS
+V8301 ASYMPT HEMOPH A CARRIER
+V8302 SYMPT HEMOPHIL A CARRIER
+V8381 CYSTIC FIBROSIS GENE CAR
+V8389 GENETIC CARRIER STAT NEC
+V8401 GENETC SUS MAL NEO BREST
+V8402 GENETC SUS MAL NEO OVARY
+V8403 GENETC SUS MAL NEO PROST
+V8404 GENETC SUSC MAL NEO ENDO
+V8409 GENETIC SUSC MAL NEO NEC
+V848 GENETIC SUSCEPT DIS NEC
+V850 BMI LESS THAN 19,ADULT
+V851 BMI BETWEEN 19-24,ADULT
+V8521 BMI 25.0-25.9,ADULT
+V8522 BMI 26.0-26.9,ADULT
+V8523 BMI 27.0-27.9,ADULT
+V8524 BMI 28.0-28.9,ADULT
+V8525 BMI 29.0-29.9,ADULT
+V8530 BMI 30.0-30.9,ADULT
+V8531 BMI 31.0-31.9,ADULT
+V8532 BMI 32.0-32.9,ADULT
+V8533 BMI 33.0-33.9,ADULT
+V8534 BMI 34.0-34.9,ADULT
+V8535 BMI 35.0-35.9,ADULT
+V8536 BMI 36.0-36.9,ADULT
+V8537 BMI 37.0-37.9,ADULT
+V8538 BMI 38.0-38.9,ADULT
+V8539 BMI 39.0-39.9,ADULT
+V854 BMI 40 AND OVER,ADULT
diff --git a/labs/dat/Jan_2017_tweets.csv b/dat/Jan_2017_tweets.csv
similarity index 100%
rename from labs/dat/Jan_2017_tweets.csv
rename to dat/Jan_2017_tweets.csv
diff --git a/dat/adult.csv b/dat/adult.csv
new file mode 100644
index 0000000..4e80ebe
--- /dev/null
+++ b/dat/adult.csv
@@ -0,0 +1,32562 @@
+Zip,Age,Workclass,fnlwgt,Education,Education-Num,Marital Status,Occupation,Relationship,Race,Sex,Capital Gain,Capital Loss,Hours per week,Country,Target
+64152,39,State-gov,77516,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+61523,50,Self-emp-not-inc,83311,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,13,United-States,<=50K
+95668,38,Private,215646,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25503,53,Private,234721,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+75387,28,Private,338409,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,Cuba,<=50K
+9820,37,Private,284582,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+87125,49,Private,160187,9th,5,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,16,Jamaica,<=50K
+60887,52,Self-emp-not-inc,209642,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+81548,31,Private,45781,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,14084,0,50,United-States,>50K
+51592,42,Private,159449,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+90245,37,Private,280464,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,80,United-States,>50K
+89259,30,State-gov,141297,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+79482,23,Private,122272,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+29389,32,Private,205019,Assoc-acdm,12,Never-married,Sales,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+42065,40,Private,121772,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+76988,34,Private,245487,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,45,Mexico,<=50K
+32345,25,Self-emp-not-inc,176756,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+71929,32,Private,186824,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+3098,38,Private,28887,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+72862,43,Self-emp-not-inc,292175,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,>50K
+53155,40,Private,193524,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+3691,54,Private,302146,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+92617,35,Federal-gov,76845,9th,5,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+55466,43,Private,117037,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2042,40,United-States,<=50K
+32737,59,Private,109015,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+58986,56,Local-gov,216851,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+91102,19,Private,168294,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+8598,54,,180211,Some-college,10,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,60,South,>50K
+91341,39,Private,367260,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,80,United-States,<=50K
+54807,49,Private,193366,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93239,23,Local-gov,190709,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,White,Male,0,0,52,United-States,<=50K
+65932,20,Private,266015,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,44,United-States,<=50K
+9717,45,Private,386940,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Male,0,1408,40,United-States,<=50K
+20061,30,Federal-gov,59951,Some-college,10,Married-civ-spouse,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+20149,22,State-gov,311512,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,15,United-States,<=50K
+28032,48,Private,242406,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Puerto-Rico,<=50K
+41136,21,Private,197200,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+93276,19,Private,544091,HS-grad,9,Married-AF-spouse,Adm-clerical,Wife,White,Female,0,0,25,United-States,<=50K
+58492,31,Private,84154,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,,>50K
+14378,48,Self-emp-not-inc,265477,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+82327,31,Private,507875,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+95683,53,Self-emp-not-inc,88506,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+18173,24,Private,172987,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+75680,49,Private,94638,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+6217,25,Private,289980,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,35,United-States,<=50K
+74972,57,Federal-gov,337895,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+80887,53,Private,144361,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+17524,44,Private,128354,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+53662,41,State-gov,101603,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56298,29,Private,271466,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+42814,25,Private,32275,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Other,Female,0,0,40,United-States,<=50K
+61843,18,Private,226956,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,,<=50K
+90260,47,Private,51835,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,60,Honduras,>50K
+74955,50,Federal-gov,251585,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+9825,47,Self-emp-inc,109832,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+96085,43,Private,237993,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+70747,46,Private,216666,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+78345,35,Private,56352,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+49792,41,Private,147372,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+43800,30,Private,188146,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,40,United-States,<=50K
+54588,30,Private,59496,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,2407,0,40,United-States,<=50K
+21928,32,,293936,7th-8th,4,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,,<=50K
+16447,48,Private,149640,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+28084,42,Private,116632,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+7741,29,Private,105598,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,58,United-States,<=50K
+34450,36,Private,155537,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63607,28,Private,183175,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57844,53,Private,169846,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+15575,49,Self-emp-inc,191681,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+99602,25,,200681,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+42877,19,Private,101509,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,32,United-States,<=50K
+4228,31,Private,309974,Bachelors,13,Separated,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+59245,29,Self-emp-not-inc,162298,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+36400,23,Private,211678,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36303,79,Private,124744,Some-college,10,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,20,United-States,<=50K
+10728,27,Private,213921,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Mexico,<=50K
+41704,40,Private,32214,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+3864,67,,212759,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+20053,18,Private,309634,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,22,United-States,<=50K
+93338,31,Local-gov,125927,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+41953,18,Private,446839,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+69166,52,Private,276515,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Cuba,<=50K
+51962,46,Private,51618,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+69786,59,Private,159937,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+21742,44,Private,343591,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,14344,0,40,United-States,>50K
+78233,53,Private,346253,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+17853,49,Local-gov,268234,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+47070,33,Private,202051,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+22875,30,Private,54334,9th,5,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87299,43,Federal-gov,410867,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+25617,57,Private,249977,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+76143,37,Private,286730,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+6503,28,Private,212563,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,25,United-States,<=50K
+29246,30,Private,117747,HS-grad,9,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,1573,35,,<=50K
+23629,34,Local-gov,226296,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+89420,29,Local-gov,115585,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45761,48,Self-emp-not-inc,191277,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,60,United-States,>50K
+79098,37,Private,202683,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+69695,48,Private,171095,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,England,<=50K
+7473,32,Federal-gov,249409,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+47987,76,Private,124191,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+61696,44,Private,198282,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+82887,47,Self-emp-not-inc,149116,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+65370,20,Private,188300,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+21946,29,Private,103432,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76195,32,Self-emp-inc,317660,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+67319,17,,304873,10th,6,Never-married,,Own-child,White,Female,34095,0,32,United-States,<=50K
+43233,30,Private,194901,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+73447,31,Local-gov,189265,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70647,42,Private,124692,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+18243,24,Private,432376,Bachelors,13,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+9902,38,Private,65324,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+52680,56,Self-emp-not-inc,335605,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,1887,50,Canada,>50K
+96014,28,Private,377869,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,4064,0,25,United-States,<=50K
+66749,36,Private,102864,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+92687,53,Private,95647,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+96857,56,Self-emp-inc,303090,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+21569,49,Local-gov,197371,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+34093,55,Private,247552,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,56,United-States,<=50K
+70644,22,Private,102632,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,41,United-States,<=50K
+11223,21,Private,199915,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+33754,40,Private,118853,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+82340,30,Private,77143,Bachelors,13,Never-married,Exec-managerial,Own-child,Black,Male,0,0,40,Germany,<=50K
+99050,29,State-gov,267989,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+47434,19,Private,301606,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+78588,47,Private,287828,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+69542,20,Private,111697,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,1719,28,United-States,<=50K
+48024,31,Private,114937,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+90907,35,,129305,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+8577,39,Private,365739,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95974,28,Private,69621,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+22052,24,Private,43323,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,1762,40,United-States,<=50K
+50463,38,Self-emp-not-inc,120985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,35,United-States,<=50K
+71660,37,Private,254202,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+64400,46,Private,146195,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+75436,38,Federal-gov,125933,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+86543,43,Self-emp-not-inc,56920,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+66375,27,Private,163127,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+56405,20,Private,34310,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+97236,49,Private,81973,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+43448,61,Self-emp-inc,66614,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7298,27,Private,232782,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+59397,19,Private,316868,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,Mexico,<=50K
+23904,45,Private,196584,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,40,United-States,>50K
+86067,70,Private,105376,Some-college,10,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+54991,31,Private,185814,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,0,0,30,United-States,<=50K
+38526,22,Private,175374,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,24,United-States,<=50K
+61491,36,Private,108293,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+11420,64,Private,181232,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2179,40,United-States,<=50K
+53732,43,,174662,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72739,47,Local-gov,186009,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,Mexico,<=50K
+58301,34,Private,198183,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53222,33,Private,163003,Bachelors,13,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+16404,21,Private,296158,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+20222,52,,252903,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,45,United-States,>50K
+98926,48,Private,187715,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+90600,23,Private,214542,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63643,71,Self-emp-not-inc,494223,Some-college,10,Separated,Sales,Unmarried,Black,Male,0,1816,2,United-States,<=50K
+61919,29,Private,191535,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+46532,42,Private,228456,Bachelors,13,Separated,Other-service,Other-relative,Black,Male,0,0,50,United-States,<=50K
+91611,68,,38317,1st-4th,2,Divorced,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+43712,25,Private,252752,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+29078,44,Self-emp-inc,78374,Masters,14,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+57141,28,Private,88419,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,England,<=50K
+75301,45,Self-emp-not-inc,201080,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+96933,36,Private,207157,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+83031,39,Federal-gov,235485,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+62947,46,State-gov,102628,Masters,14,Widowed,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+79860,18,Private,25828,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+92315,66,Local-gov,54826,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+36799,27,Private,124953,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,1980,40,United-States,<=50K
+55377,28,State-gov,175325,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+50658,51,Private,96062,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+81640,27,Private,428030,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+55340,28,State-gov,149624,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+43947,27,Private,253814,HS-grad,9,Married-spouse-absent,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+3001,21,Private,312956,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+93083,34,Private,483777,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+44388,18,Private,183930,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+28840,33,Private,37274,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,<=50K
+4164,44,Local-gov,181344,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,38,United-States,>50K
+29614,43,Private,114580,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85656,30,Private,633742,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+80033,40,Private,286370,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,>50K
+92857,37,Federal-gov,29054,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,42,United-States,>50K
+64776,34,Private,304030,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+33401,41,Self-emp-not-inc,143129,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71086,53,,135105,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+39954,31,Private,99928,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,<=50K
+68001,58,State-gov,109567,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,1,United-States,>50K
+99455,38,Private,155222,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,28,United-States,<=50K
+6270,24,Private,159567,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+90425,41,Local-gov,523910,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+91579,47,Private,120939,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+93026,41,Federal-gov,130760,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,24,United-States,<=50K
+68065,23,Private,197387,5th-6th,3,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,Mexico,<=50K
+61060,36,Private,99374,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50189,40,Federal-gov,56795,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,55,United-States,>50K
+25325,35,Private,138992,Masters,14,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,7298,0,40,United-States,>50K
+82606,24,Self-emp-not-inc,32921,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89461,26,Private,397317,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+72777,19,,170653,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Italy,<=50K
+31603,51,Private,259323,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+31687,42,Local-gov,254817,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,1340,40,United-States,<=50K
+137,37,State-gov,48211,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+39479,18,Private,140164,11th,7,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+34388,36,Private,128757,Bachelors,13,Married-civ-spouse,Other-service,Husband,Black,Male,7298,0,36,United-States,>50K
+27168,35,Private,36270,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+56567,58,Self-emp-inc,210563,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,15024,0,35,United-States,>50K
+12433,17,Private,65368,11th,7,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+14967,44,Local-gov,160943,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+83827,37,Private,208358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49733,35,Private,153790,Some-college,10,Never-married,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+6862,60,Private,85815,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+62062,54,Self-emp-inc,125417,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+73590,37,Private,635913,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,60,United-States,>50K
+79512,50,Private,313321,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50988,38,Private,182609,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Poland,<=50K
+3811,45,Private,109434,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+92896,25,Private,255004,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65576,31,Private,197860,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+85282,64,,187656,1st-4th,2,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75071,90,Private,51744,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,2206,40,United-States,<=50K
+51615,54,Private,176681,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,20,United-States,<=50K
+45376,53,Local-gov,140359,Preschool,1,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+35480,18,Private,243313,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+9191,60,,24215,10th,6,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,10,United-States,<=50K
+93019,66,Self-emp-not-inc,167687,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,1409,0,50,United-States,<=50K
+96174,75,Private,314209,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,Columbia,<=50K
+55376,65,Private,176796,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18975,35,Private,538583,11th,7,Separated,Transport-moving,Not-in-family,Black,Male,3674,0,40,United-States,<=50K
+74235,41,Private,130408,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,38,United-States,<=50K
+86550,25,Private,159732,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,<=50K
+49306,33,Private,110978,Some-college,10,Divorced,Craft-repair,Other-relative,Other,Female,0,0,40,United-States,<=50K
+59573,28,Private,76714,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+70649,59,State-gov,268700,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+38496,40,State-gov,170525,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+38655,41,Private,180138,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Iran,>50K
+49491,38,Local-gov,115076,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+97710,23,Private,115458,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+79647,40,Private,347890,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+37423,41,Self-emp-not-inc,196001,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,<=50K
+36603,24,State-gov,273905,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+95870,20,,119156,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+21606,38,Private,179488,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+78604,56,Private,203580,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,,<=50K
+90148,58,Private,236596,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+61987,32,Private,183916,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+40953,40,Private,207578,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,60,United-States,>50K
+4110,45,Private,153141,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,<=50K
+93266,41,Private,112763,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+70899,42,Private,390781,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+32825,59,Local-gov,171328,10th,6,Widowed,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+55391,19,Local-gov,27382,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+10778,58,Private,259014,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+2124,42,Self-emp-not-inc,303044,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+46443,20,Private,117789,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+3187,32,Private,172579,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+35416,45,Private,187666,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+26786,50,Private,204518,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98291,36,Private,150042,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+41474,45,Private,98092,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+67332,17,Private,245918,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+676,59,Private,146013,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+92475,26,Private,378322,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69315,37,Self-emp-inc,257295,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,75,Thailand,>50K
+84146,19,,218956,Some-college,10,Never-married,,Own-child,White,Male,0,0,24,Canada,<=50K
+49923,64,Private,21174,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+14411,33,Private,185480,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+65984,33,Private,222205,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,>50K
+82963,61,Private,69867,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+5677,17,Private,191260,9th,5,Never-married,Other-service,Own-child,White,Male,1055,0,24,United-States,<=50K
+41074,50,Self-emp-not-inc,30653,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,2407,0,98,United-States,<=50K
+41363,27,Local-gov,209109,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+12541,30,Private,70377,HS-grad,9,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+94728,43,Private,477983,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+82669,44,Private,170924,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+17810,35,Private,190174,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3105,25,Private,193787,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+90042,24,Private,279472,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,7298,0,48,United-States,>50K
+70124,22,Private,34918,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,15,Germany,<=50K
+63325,42,Local-gov,97688,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+4228,34,Private,175413,Assoc-acdm,12,Divorced,Sales,Unmarried,Black,Female,0,0,45,United-States,<=50K
+12501,60,Private,173960,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,42,United-States,<=50K
+87654,21,Private,205759,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+65432,57,Federal-gov,425161,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+67648,41,Private,220531,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+9341,50,Private,176609,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+95701,25,Private,371987,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88500,50,Private,193884,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Ecuador,<=50K
+96639,36,Private,200352,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+26434,31,Private,127595,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93084,29,Local-gov,220419,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+39943,21,Private,231931,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+50122,27,Private,248402,Bachelors,13,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+70448,65,Private,111095,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+90226,37,Self-emp-inc,57424,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+40552,39,,157443,Masters,14,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,3464,0,40,,<=50K
+93153,24,Private,278130,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+68496,38,Private,169469,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,80,United-States,<=50K
+22079,48,Private,146268,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+61343,21,Private,153718,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,25,United-States,<=50K
+26452,31,Private,217460,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+96479,55,Private,238638,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4386,0,40,United-States,>50K
+86857,24,Private,303296,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,Laos,<=50K
+31369,43,Private,173321,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10867,26,Private,193945,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+15163,46,Private,83082,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,33,United-States,<=50K
+85655,35,Private,193815,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+30139,41,Self-emp-inc,34987,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,United-States,>50K
+66977,26,Private,59306,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26497,34,Private,142897,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7298,0,35,Taiwan,>50K
+1261,19,,860348,Some-college,10,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+11084,36,Self-emp-not-inc,205607,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,>50K
+79702,22,Private,199698,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+70742,24,Private,191954,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68574,77,Self-emp-not-inc,138714,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+78358,22,Private,399087,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Female,0,0,40,Mexico,<=50K
+91429,29,Private,423158,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41946,62,Private,159841,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+11146,39,Self-emp-not-inc,174308,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+62771,43,Private,50356,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,50,United-States,<=50K
+81728,35,Private,186110,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+94948,29,Private,200381,11th,7,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85165,76,Self-emp-not-inc,174309,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+61921,63,Self-emp-not-inc,78383,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+34506,23,,211601,Assoc-voc,11,Never-married,,Own-child,Black,Female,0,0,15,United-States,<=50K
+78725,43,Private,187728,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,50,United-States,>50K
+4129,58,Self-emp-not-inc,321171,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+20533,66,Private,127921,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,2050,0,55,United-States,<=50K
+58975,41,Private,206565,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+25991,26,Private,224563,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88343,47,Private,178686,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97583,55,Local-gov,98545,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+83443,53,Private,242606,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+80350,17,Private,270942,5th-6th,3,Never-married,Other-service,Other-relative,White,Male,0,0,48,Mexico,<=50K
+72274,30,Private,94235,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+59638,49,Private,71195,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+33512,19,Private,104112,HS-grad,9,Never-married,Sales,Unmarried,Black,Male,0,0,30,Haiti,<=50K
+67064,45,Private,261192,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+43185,26,Private,94936,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94982,38,Private,296478,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+86739,36,State-gov,119272,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,40,United-States,>50K
+80207,33,Private,85043,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+51630,22,State-gov,293364,Some-college,10,Never-married,Protective-serv,Own-child,Black,Female,0,0,40,United-States,<=50K
+62069,43,Self-emp-not-inc,241895,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+28361,67,,36135,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+81564,30,,151989,Assoc-voc,11,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+83640,56,Private,101128,Assoc-acdm,12,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,25,Iran,<=50K
+66526,31,Private,156464,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+62873,33,Private,117963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+43014,26,Private,192262,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+29227,33,Private,111363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59234,46,Local-gov,329752,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+27132,59,,372020,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+25816,38,Federal-gov,95432,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+57712,65,Private,161400,11th,7,Widowed,Other-service,Unmarried,Other,Male,0,0,40,United-States,<=50K
+79680,40,Private,96129,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+58185,42,Private,111949,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+41110,26,Self-emp-not-inc,117125,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+64368,36,Private,348022,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,United-States,<=50K
+97683,62,Private,270092,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+3917,43,Private,180609,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+5507,43,Private,174575,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,1564,45,United-States,>50K
+84020,22,Private,410439,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+91834,28,Private,92262,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4498,56,Self-emp-not-inc,183081,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+86351,22,Private,362589,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+73336,57,Private,212448,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+26021,39,Private,481060,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+63523,26,Federal-gov,185885,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,15,United-States,<=50K
+13627,17,Private,89821,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+61313,40,State-gov,184018,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,>50K
+82849,45,Private,256649,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+4992,44,Private,160323,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79800,20,Local-gov,350845,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+55140,33,Private,267404,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+89386,23,Private,35633,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82512,46,Self-emp-not-inc,80914,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+94194,38,Private,172927,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+7848,54,Private,174319,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77546,46,Private,214955,5th-6th,3,Divorced,Craft-repair,Not-in-family,White,Female,0,2339,45,United-States,<=50K
+17269,25,Private,344991,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+31734,46,Private,108699,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1202,36,Local-gov,117312,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+96425,23,Private,396099,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+37102,29,Private,134152,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72664,44,Private,162028,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2415,6,United-States,>50K
+94741,19,Private,25429,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+28528,19,Private,232392,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+54182,35,Private,220098,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+37027,27,Private,301302,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+18574,46,Self-emp-not-inc,277946,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56235,34,State-gov,98101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,,>50K
+42425,34,Private,196164,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+16369,44,Private,115562,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+14823,45,Private,96975,Some-college,10,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+36727,20,,137300,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,35,United-States,<=50K
+42960,25,Private,86872,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+14683,52,Self-emp-inc,132178,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+79031,20,Private,416103,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+160,28,Private,108574,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10856,50,State-gov,288353,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+3306,34,Private,227689,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,0,0,64,United-States,<=50K
+45922,28,Private,166481,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,2179,40,Puerto-Rico,<=50K
+94604,41,Private,445382,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,65,United-States,>50K
+22553,28,Private,110145,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+44521,46,Self-emp-not-inc,317253,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+24520,28,,123147,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,1887,40,United-States,>50K
+62668,32,Private,364657,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+59722,41,Local-gov,42346,Some-college,10,Divorced,Other-service,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+89577,24,Private,241951,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95225,33,Private,118500,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+86002,46,Private,188386,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+65787,31,State-gov,1033222,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+85303,35,Private,92440,12th,8,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+2496,52,Private,190762,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+8146,30,Private,426017,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+67116,34,Local-gov,243867,11th,7,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+1396,34,State-gov,240283,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+45942,20,Private,61777,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+15213,17,Private,175024,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,2176,0,18,United-States,<=50K
+96290,32,State-gov,92003,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+16455,29,Private,188401,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3209,33,Private,228528,10th,6,Never-married,Craft-repair,Unmarried,White,Female,0,0,35,United-States,<=50K
+71923,25,Private,133373,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+31790,36,Federal-gov,255191,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+2737,23,Private,204653,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,72,Dominican-Republic,<=50K
+3555,63,Self-emp-inc,222289,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59797,47,Local-gov,287480,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+14114,80,,107762,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,24,United-States,<=50K
+91343,17,,202521,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+49764,40,Self-emp-not-inc,204116,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+23592,30,Private,29662,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,>50K
+16459,27,Private,116358,Some-college,10,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,1980,40,Philippines,<=50K
+92851,33,Private,208405,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+15347,34,Local-gov,284843,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Black,Male,594,0,60,United-States,<=50K
+60743,34,Local-gov,117018,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71814,23,Private,81281,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+85487,42,Local-gov,340148,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+82785,29,Private,363425,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12987,45,Private,45857,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,28,United-States,<=50K
+53590,24,Federal-gov,191073,HS-grad,9,Never-married,Armed-Forces,Own-child,White,Male,0,0,40,United-States,<=50K
+72864,44,Private,116632,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+71748,27,Private,405855,9th,5,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+65673,20,Private,298227,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+99220,44,Private,290521,HS-grad,9,Widowed,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+70934,51,Private,56915,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+80539,20,Private,146538,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+96285,17,,258872,11th,7,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+44779,19,Private,206399,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+8663,45,Self-emp-inc,197332,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+70414,60,Private,245062,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+7779,42,Private,197583,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,,>50K
+44142,44,Self-emp-not-inc,234885,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+79864,40,Private,72887,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+41093,30,Private,180374,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+75649,38,Private,351299,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,<=50K
+15548,23,Private,54012,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+33812,32,,115745,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+39974,44,Private,116632,Assoc-acdm,12,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+55766,54,Local-gov,288825,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+53932,32,Private,132601,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+26313,50,Private,193374,1st-4th,2,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+37222,24,Private,170070,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+48455,37,Private,126708,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+88961,52,Private,35598,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+42798,38,Private,33983,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+50735,49,Private,192776,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+6284,30,Private,118551,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,16,United-States,>50K
+59613,60,Private,201965,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,>50K
+8574,22,,139883,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+6638,35,Private,285020,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85290,30,Private,303990,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+96848,67,Private,49401,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+73340,46,Private,279196,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34953,17,Private,211870,9th,5,Never-married,Other-service,Not-in-family,White,Male,0,0,6,United-States,<=50K
+61281,22,Private,281432,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+73326,27,Private,161155,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28903,23,Private,197904,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+29911,33,Private,111746,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Portugal,<=50K
+21569,43,Self-emp-not-inc,170721,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+77087,28,State-gov,70100,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+93405,41,Private,193626,HS-grad,9,Married-spouse-absent,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+40943,52,,271749,12th,8,Never-married,,Other-relative,Black,Male,594,0,40,United-States,<=50K
+76032,25,Private,189775,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+8169,63,,401531,1st-4th,2,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+6775,59,Local-gov,286967,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+73717,45,Local-gov,164427,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+85612,38,Private,91039,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+9275,40,Private,347934,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+29772,46,Federal-gov,371373,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25001,35,Private,32220,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+60272,34,Private,187251,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+45915,33,Private,178107,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+6734,41,Private,343121,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,36,United-States,<=50K
+2962,20,Private,262749,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+43595,23,Private,403107,5th-6th,3,Never-married,Other-service,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+84645,26,Private,64293,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+17357,72,,303588,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+29366,23,Local-gov,324960,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Poland,<=50K
+51304,62,Local-gov,114060,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+3239,52,Private,48925,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+82210,58,Private,180980,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,42,France,<=50K
+53269,25,Private,181054,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58893,24,Private,388093,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+40244,19,Private,249609,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,8,United-States,<=50K
+83800,43,Private,112131,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+85279,47,Local-gov,543162,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+29113,39,Private,91996,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+73859,49,Private,141944,Assoc-voc,11,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,1380,42,United-States,<=50K
+30154,53,,251804,5th-6th,3,Widowed,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+96698,32,Private,37070,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+69811,34,Private,337587,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+8341,28,Private,189346,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+26588,57,,222216,Assoc-voc,11,Widowed,,Unmarried,White,Female,0,0,38,United-States,<=50K
+66437,25,Private,267044,Some-college,10,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+76811,20,,214635,Some-college,10,Never-married,,Own-child,White,Male,0,0,24,United-States,<=50K
+82295,21,,204226,Some-college,10,Never-married,,Unmarried,White,Female,0,0,35,United-States,<=50K
+73332,34,Private,108116,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+99494,38,Self-emp-inc,99146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,80,United-States,>50K
+34916,50,Private,196232,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+2313,24,Local-gov,248344,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+37804,37,Local-gov,186035,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+46877,44,Private,177905,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,58,United-States,>50K
+8240,28,Private,85812,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+28224,42,Private,221172,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+85944,74,Private,99183,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,9,United-States,<=50K
+3908,38,Self-emp-not-inc,190387,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+1339,44,Self-emp-not-inc,202692,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+28961,44,Private,109339,11th,7,Divorced,Machine-op-inspct,Unmarried,Other,Female,0,0,46,Puerto-Rico,<=50K
+50744,26,Private,108658,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81417,36,Private,197202,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+94395,41,Private,101739,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+73096,67,Private,231559,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,48,United-States,>50K
+52146,39,Local-gov,207853,12th,8,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+38021,57,Private,190942,1st-4th,2,Widowed,Priv-house-serv,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+68604,29,Private,102345,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47649,31,Self-emp-inc,41493,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,45,United-States,<=50K
+82817,34,,190027,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35397,44,Private,210525,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75671,29,Private,133937,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+67633,30,Private,237903,Some-college,10,Never-married,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+5437,27,Private,163862,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6842,27,Private,201872,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+19552,32,Private,84179,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,45,United-States,<=50K
+99555,58,Private,51662,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,8,United-States,<=50K
+78657,35,Local-gov,233327,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+49651,21,Private,259510,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,36,United-States,<=50K
+2457,28,Private,184831,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+98911,46,Self-emp-not-inc,245724,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+58625,36,Self-emp-not-inc,27053,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+33305,72,Private,205343,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8899,35,Private,229328,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+61641,33,Federal-gov,319560,Assoc-voc,11,Divorced,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,>50K
+64761,69,Private,136218,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34703,35,Private,54576,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47126,31,Private,323069,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,20,,<=50K
+38174,34,Private,148291,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,32,United-States,<=50K
+5081,30,Private,152453,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+9410,28,Private,114053,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+23646,54,Private,212960,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+75722,47,Private,264052,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+49523,24,Private,82804,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+72670,52,Self-emp-not-inc,334273,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+57011,20,Private,27337,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+93760,43,Self-emp-inc,188436,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,45,United-States,<=50K
+26858,45,Private,433665,7th-8th,4,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+32375,29,Self-emp-not-inc,110663,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+78568,47,Private,87490,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,42,United-States,<=50K
+96620,24,Private,354351,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+24298,51,Private,95469,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+1851,17,Private,242718,11th,7,Never-married,Sales,Own-child,White,Male,0,0,12,United-States,<=50K
+17070,37,Private,22463,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,40,United-States,>50K
+44772,27,Private,158156,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+23819,29,Private,350162,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Male,0,0,40,United-States,>50K
+94222,18,,165532,12th,8,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+23913,36,Self-emp-not-inc,28738,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+98112,58,Local-gov,283635,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36376,26,Self-emp-not-inc,86646,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+80930,65,,195733,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+55340,57,Private,69884,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+14349,59,Private,199713,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+58360,27,Private,181659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94492,31,Self-emp-not-inc,340939,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40171,21,Private,197747,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+69140,29,Private,34292,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+95764,18,Private,156764,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+4447,52,Private,25826,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,47,United-States,>50K
+44425,57,Self-emp-inc,103948,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,<=50K
+7888,42,,137390,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+70147,55,,105138,HS-grad,9,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+18661,60,Private,39352,7th-8th,4,Never-married,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,>50K
+34465,31,Private,168387,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,Canada,>50K
+43667,23,Private,117789,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+50889,27,Private,267147,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+51128,23,,99399,Some-college,10,Never-married,,Unmarried,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+83820,42,Self-emp-not-inc,214242,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+87416,25,Private,200408,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+96092,49,Private,136455,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+21396,32,Private,239824,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31975,19,Private,217039,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,28,United-States,<=50K
+92107,60,Private,51290,7th-8th,4,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3880,42,Local-gov,175674,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+79556,35,Self-emp-not-inc,194404,Assoc-acdm,12,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89650,48,Private,45612,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,37,United-States,<=50K
+76174,51,Private,410114,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+51545,29,Private,182521,HS-grad,9,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+74107,36,Local-gov,339772,HS-grad,9,Separated,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+84482,17,Private,169658,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,21,United-States,<=50K
+65654,52,Private,200853,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,6849,0,60,United-States,<=50K
+69142,24,Private,247564,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66772,24,Private,249909,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+39174,26,Local-gov,208122,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,1055,0,40,United-States,<=50K
+93358,27,Private,109881,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+28774,39,Private,207824,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,60,United-States,<=50K
+66698,30,Private,369027,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,45,United-States,<=50K
+45172,50,Self-emp-not-inc,114117,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,32,United-States,<=50K
+91275,52,Self-emp-inc,51048,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+9979,46,Private,102388,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+81721,23,Private,190483,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+86952,45,Private,462440,11th,7,Widowed,Other-service,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+71044,65,Private,109351,9th,5,Widowed,Priv-house-serv,Unmarried,Black,Female,0,0,24,United-States,<=50K
+76466,29,Private,34383,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+78685,47,Private,241832,9th,5,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+44178,30,Private,124187,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,60,United-States,<=50K
+32315,34,Private,153614,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+98573,38,Self-emp-not-inc,267556,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,64,United-States,<=50K
+77487,33,Private,205469,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+32859,49,Private,268090,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,26,United-States,>50K
+72773,47,Self-emp-not-inc,165039,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81716,49,Local-gov,120451,10th,6,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+2604,43,Private,154374,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,60,United-States,>50K
+42010,30,Private,103649,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,>50K
+26892,58,Self-emp-not-inc,35723,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+75061,19,Private,262601,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,14,United-States,<=50K
+51393,21,Private,226181,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7904,33,Private,175697,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+19366,47,Self-emp-inc,248145,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,Cuba,<=50K
+9163,52,Self-emp-not-inc,289436,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+16557,26,Private,75654,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+38085,60,Private,199378,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33382,21,Private,160968,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+22783,36,Private,188563,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+74474,31,Private,55849,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+77802,50,Self-emp-inc,195322,Doctorate,16,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+27167,31,Local-gov,402089,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+38127,71,Private,78277,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+83998,58,,158611,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+67324,30,State-gov,169496,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+8171,20,Private,130959,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+42438,24,Private,556660,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,4101,0,50,United-States,<=50K
+35528,35,Private,292472,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+52562,38,State-gov,143774,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+33610,27,Private,288341,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,32,United-States,<=50K
+44996,29,State-gov,71592,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+99773,70,,167358,9th,5,Widowed,,Unmarried,White,Female,1111,0,15,United-States,<=50K
+86825,34,Private,106742,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+51807,44,Private,219288,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+20396,43,Private,174524,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+42155,44,Self-emp-not-inc,335183,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,>50K
+43061,35,Private,261293,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+92924,27,Private,111900,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36059,43,Local-gov,194360,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+76632,20,Private,81145,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+78105,42,Private,341204,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,8614,0,40,United-States,>50K
+54877,27,State-gov,249362,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3411,0,40,United-States,<=50K
+74725,42,Private,247019,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+43086,20,,114746,11th,7,Married-spouse-absent,,Own-child,Asian-Pac-Islander,Female,0,1762,40,South,<=50K
+11702,24,Private,172146,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1721,40,United-States,<=50K
+77120,48,Federal-gov,110457,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46545,17,,80077,11th,7,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+15984,17,Self-emp-not-inc,368700,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+98561,33,Private,182556,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+97019,50,Self-emp-inc,219420,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+62300,22,Private,240817,HS-grad,9,Never-married,Sales,Own-child,White,Female,2597,0,40,United-States,<=50K
+40064,17,Private,102726,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+28727,32,Private,226267,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+2798,31,Private,125457,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+62920,58,Self-emp-not-inc,204021,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+46825,29,Local-gov,92262,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,48,United-States,<=50K
+21234,37,Private,161141,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,>50K
+29169,34,Self-emp-not-inc,190290,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49100,23,Local-gov,430828,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Male,0,0,40,United-States,<=50K
+74310,18,State-gov,59342,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,5,United-States,<=50K
+23749,34,Private,136721,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27390,66,,149422,7th-8th,4,Never-married,,Not-in-family,White,Male,0,0,4,United-States,<=50K
+31038,45,Local-gov,86644,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,55,United-States,<=50K
+56105,41,Private,195124,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,Dominican-Republic,<=50K
+79604,26,Private,167350,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+56515,54,Local-gov,113000,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+51552,24,Private,140027,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,45,United-States,<=50K
+61857,42,Private,262425,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+16106,20,Private,316702,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+88278,23,State-gov,335453,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+72705,25,,202480,Assoc-acdm,12,Never-married,,Other-relative,White,Male,0,0,45,United-States,<=50K
+63001,35,Private,203628,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+28860,31,Private,118710,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,40,United-States,>50K
+45643,30,Private,189620,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,Poland,<=50K
+90757,19,Private,475028,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+98727,36,Local-gov,110866,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26426,31,Private,243605,Bachelors,13,Widowed,Sales,Unmarried,White,Female,0,1380,40,Cuba,<=50K
+47565,21,Private,163870,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+52911,31,Self-emp-not-inc,80145,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64543,46,Private,295566,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Female,25236,0,65,United-States,>50K
+3937,44,Private,63042,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Female,0,0,50,United-States,>50K
+52004,40,Private,229148,12th,8,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,Jamaica,<=50K
+4697,45,Private,242552,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+28668,60,Private,177665,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+371,18,Private,208103,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+59480,28,Private,296450,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+14204,36,Private,70282,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+41509,36,Private,271767,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+33572,40,Private,144995,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,4386,0,40,United-States,<=50K
+90160,36,Local-gov,382635,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,Honduras,<=50K
+96170,31,Private,295697,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+83673,33,Private,194141,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+33153,19,State-gov,378418,HS-grad,9,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+45540,22,Private,214399,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+73101,34,Private,217460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+24868,33,Private,182556,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44480,41,Private,125831,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,60,United-States,<=50K
+94074,29,Private,271328,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+54165,50,Local-gov,50459,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+37622,42,Private,162140,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,45,United-States,>50K
+97441,43,Private,177937,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,>50K
+26846,44,Private,111502,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+44836,20,Private,299047,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+62178,31,Private,223212,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+84170,65,Self-emp-not-inc,118474,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,59,,>50K
+1701,23,Private,352139,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+95750,55,Private,173093,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+89766,26,Private,181655,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2377,45,United-States,<=50K
+20999,25,Private,332702,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+5348,45,,51164,Some-college,10,Married-civ-spouse,,Wife,Black,Female,0,0,40,United-States,<=50K
+85797,35,Private,234901,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,40,United-States,<=50K
+87868,36,Private,131414,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+20959,43,State-gov,260960,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+38247,56,Private,156052,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,594,0,20,United-States,<=50K
+47339,42,Private,279914,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+18500,19,Private,192453,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+35860,55,Self-emp-not-inc,200939,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,<=50K
+51439,42,Private,151408,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,50,United-States,>50K
+40880,26,Private,112847,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+95946,17,Private,316929,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+68288,42,Local-gov,126319,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+6286,55,Private,197422,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,40,United-States,>50K
+79781,32,Private,267736,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+32774,29,Private,267034,11th,7,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,Haiti,<=50K
+84159,46,State-gov,193047,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,<=50K
+72116,29,State-gov,356089,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+84387,22,Private,223515,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Male,0,0,20,United-States,<=50K
+89432,58,Self-emp-not-inc,87510,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46949,23,Private,145111,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+42801,39,Private,48093,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5965,27,Private,31757,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,38,United-States,<=50K
+69108,54,Private,285854,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+94906,33,Local-gov,120064,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+50860,46,Federal-gov,167381,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+29158,37,Private,103408,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+3010,36,Private,101460,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,18,United-States,<=50K
+2876,59,Local-gov,420537,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,>50K
+41089,34,Local-gov,119411,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Male,0,0,40,Portugal,<=50K
+88096,53,Self-emp-inc,128272,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+69189,51,Private,386773,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,>50K
+84996,32,Private,283268,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,42,United-States,<=50K
+35791,31,State-gov,301526,Some-college,10,Married-spouse-absent,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+40481,22,Private,151790,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,Germany,<=50K
+16037,47,Self-emp-not-inc,106252,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+51753,32,Private,188557,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10472,26,Private,171114,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,38,United-States,<=50K
+28223,37,Private,327323,5th-6th,3,Separated,Farming-fishing,Not-in-family,White,Male,0,0,32,Guatemala,<=50K
+3411,31,Private,244147,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,55,United-States,<=50K
+35438,37,Private,280282,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,24,United-States,>50K
+77893,55,Private,116442,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+94888,23,Local-gov,282579,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,0,0,56,United-States,<=50K
+89107,36,Private,51838,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+49935,34,Private,73585,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+56696,43,Private,226902,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+74261,54,Private,279129,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69364,43,State-gov,146908,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+12175,28,Private,196690,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,1669,42,United-States,<=50K
+22266,40,Private,130760,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+18430,41,Self-emp-not-inc,49572,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+66868,40,Private,237601,Bachelors,13,Never-married,Sales,Not-in-family,Other,Female,0,0,55,United-States,>50K
+53138,42,Private,169628,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+79131,61,Self-emp-not-inc,36671,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2352,50,United-States,<=50K
+9121,18,Private,231193,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+34771,59,,192130,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+10096,21,,149704,HS-grad,9,Never-married,,Not-in-family,White,Female,1055,0,40,United-States,<=50K
+6710,48,Private,102102,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+72676,41,Self-emp-inc,32185,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+95106,18,,196061,Some-college,10,Never-married,,Own-child,White,Male,0,0,33,United-States,<=50K
+59868,23,Private,211046,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,2463,0,40,United-States,<=50K
+99714,60,Private,31577,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+91563,22,Private,162343,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+77143,61,Private,128831,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+90054,25,Private,316688,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+94825,46,Private,90758,Masters,14,Never-married,Tech-support,Not-in-family,White,Male,0,0,35,United-States,>50K
+68220,43,Private,274363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,England,>50K
+29943,43,Private,154538,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63831,24,Private,106085,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,1721,30,United-States,<=50K
+95950,68,Self-emp-not-inc,315859,11th,7,Never-married,Farming-fishing,Unmarried,White,Male,0,0,20,United-States,<=50K
+56482,31,Private,51471,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+25776,17,Private,193830,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+81964,32,Private,231043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,48,United-States,>50K
+4455,50,,23780,Masters,14,Married-spouse-absent,,Other-relative,White,Male,0,0,40,United-States,<=50K
+52073,33,Private,169879,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,47,United-States,>50K
+2812,64,Private,270333,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+29581,20,Private,138768,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+84373,30,Private,191571,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,36,United-States,<=50K
+96877,22,,219941,Some-college,10,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+71999,43,Private,94113,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+17585,22,Private,137510,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+16914,17,Private,32607,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+68137,47,Self-emp-not-inc,93208,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,75,Italy,<=50K
+76538,41,Private,254440,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+59930,56,Private,186556,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+23152,64,Private,169871,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+74298,47,Private,191277,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+72805,48,Private,167159,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+20724,31,Private,171871,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,46,United-States,<=50K
+4027,29,Private,154411,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+51779,30,Private,129227,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44771,32,Private,110331,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,60,United-States,<=50K
+26084,57,Private,34269,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,653,42,United-States,>50K
+7290,62,Private,174355,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67935,39,Private,680390,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,24,United-States,<=50K
+76044,43,Private,233130,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+76987,24,Self-emp-inc,165474,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+40181,42,,257780,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+80789,53,Private,194259,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,4386,0,40,United-States,>50K
+88984,26,Private,280093,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+99238,73,Self-emp-not-inc,177387,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+33523,72,,28929,11th,7,Widowed,,Not-in-family,White,Female,0,0,24,United-States,<=50K
+86735,55,Private,105304,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+5216,25,Private,499233,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29164,41,Private,180572,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+66266,24,Private,321435,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+80104,63,Private,86108,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,6,United-States,<=50K
+42105,17,Private,198124,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+96952,35,Private,135162,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+57567,51,Private,146813,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+75282,62,Local-gov,291175,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+14078,55,Private,387569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+37878,43,Private,102895,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93967,40,Local-gov,33274,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+24720,37,Private,86551,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+30123,39,Private,138192,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26968,31,Private,118966,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,18,United-States,<=50K
+78217,61,Private,99784,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+28096,26,Private,90980,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+75045,46,Self-emp-not-inc,177407,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+11326,26,Private,96467,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35984,48,State-gov,327886,Doctorate,16,Divorced,Prof-specialty,Own-child,White,Male,0,0,50,United-States,>50K
+74433,34,Private,111567,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+98150,34,Local-gov,166545,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+39561,59,Private,142182,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+70689,34,Private,188798,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+31669,49,Private,38563,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,56,United-States,>50K
+10008,18,Private,216284,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+19309,43,Private,191547,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+47846,48,Private,285335,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+63166,28,Self-emp-inc,142712,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+68634,33,Private,80945,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+7682,24,Private,309055,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+2393,21,Private,62339,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38171,17,Private,368700,11th,7,Never-married,Sales,Own-child,White,Male,0,0,28,United-States,<=50K
+86079,39,Private,176186,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+88965,29,Self-emp-not-inc,266855,Bachelors,13,Separated,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+79478,44,Private,48087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+67217,24,Private,121313,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+2823,71,Self-emp-not-inc,143437,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,10605,0,40,United-States,>50K
+62237,51,Self-emp-not-inc,160724,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,2415,40,China,>50K
+29442,55,Private,282753,5th-6th,3,Divorced,Other-service,Unmarried,Black,Male,0,0,25,United-States,<=50K
+39366,41,Private,194636,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+83186,23,Private,153044,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,7,United-States,<=50K
+61463,38,Private,411797,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+12362,39,Private,117683,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+98236,19,Private,376540,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+52424,49,Private,72393,9th,5,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14877,32,Private,270335,Bachelors,13,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,40,Philippines,>50K
+89750,27,Private,96226,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+50100,38,Private,95336,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+61308,33,Private,258498,Some-college,10,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,60,United-States,<=50K
+81841,63,,149698,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+90357,23,Private,205865,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,28,United-States,<=50K
+98248,33,Self-emp-inc,155781,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,,<=50K
+15979,54,Self-emp-not-inc,406468,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+95305,29,Private,177119,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,2174,0,45,United-States,<=50K
+85789,48,,144397,Some-college,10,Divorced,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+20080,35,Self-emp-not-inc,372525,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95461,28,Private,164170,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+80995,37,Private,183800,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+15316,42,Self-emp-not-inc,177307,Prof-school,15,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,>50K
+80022,40,Private,170108,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+43365,47,Private,341995,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,55,United-States,<=50K
+42382,22,Private,226508,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,50,United-States,<=50K
+16105,30,Private,87418,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+9663,28,Private,109165,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+21140,63,Local-gov,28856,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,United-States,<=50K
+340,51,Self-emp-not-inc,175897,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+2533,22,Private,99697,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+30230,27,,90270,Assoc-acdm,12,Married-civ-spouse,,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+19925,35,Private,152375,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+95690,46,Private,171550,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,38,United-States,<=50K
+25833,37,Private,211154,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,52,United-States,<=50K
+77469,24,Private,202570,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,15,United-States,<=50K
+8829,37,Self-emp-not-inc,168496,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+60510,53,Private,68898,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+37688,27,Private,93235,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+99345,38,Private,278924,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+36764,53,Self-emp-not-inc,311020,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+11094,34,Private,175878,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80048,23,Private,543028,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+28145,39,Private,202027,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+66115,43,Private,158926,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,50,South,<=50K
+86302,67,Self-emp-inc,76860,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+9238,81,Self-emp-not-inc,136063,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+87716,21,Private,186648,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+12810,23,Private,257509,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+44975,25,Private,98155,Some-college,10,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+44211,42,Private,274198,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,38,Mexico,<=50K
+50661,38,Private,97083,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+69771,64,,29825,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,5,United-States,<=50K
+31871,32,Private,262153,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+98083,37,Private,214738,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+42326,51,Private,138022,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+97694,22,Private,91842,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,42,United-States,<=50K
+59311,33,Private,373662,1st-4th,2,Married-spouse-absent,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+44502,42,Private,162003,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,55,United-States,<=50K
+13561,19,,52114,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+18354,51,Local-gov,241843,Preschool,1,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+83804,23,Private,375871,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+1726,37,Private,186934,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,44,United-States,>50K
+69862,37,Private,176900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,>50K
+80070,47,Private,21906,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+81075,41,Private,132222,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,40,United-States,>50K
+61309,33,Private,143653,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+23366,31,Private,111567,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+41980,31,Private,78602,Assoc-acdm,12,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+98425,35,Private,465507,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+25219,38,Self-emp-inc,196373,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+15244,18,Private,293227,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+94209,20,Private,241752,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+95221,54,Local-gov,166398,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+54248,40,Private,184682,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+13614,36,Self-emp-inc,108293,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1977,45,United-States,>50K
+83189,43,Private,250802,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+7160,44,Self-emp-not-inc,325159,Some-college,10,Divorced,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+23480,44,State-gov,174675,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+89432,43,Private,227065,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,>50K
+45479,51,Private,269080,7th-8th,4,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+91927,18,Private,177722,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+28531,51,Private,133461,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+49109,41,Private,239683,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,,<=50K
+36814,44,Self-emp-inc,398473,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+37441,33,Local-gov,298785,10th,6,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90315,33,Self-emp-not-inc,123424,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+9327,42,Private,176286,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+27124,25,Private,150062,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+43533,32,Private,169240,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,38,United-States,<=50K
+67434,32,Private,288273,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,Mexico,<=50K
+48774,36,Private,526968,10th,6,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+9402,28,Private,57066,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+68821,20,Private,323573,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+93962,35,Self-emp-inc,368825,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+31090,55,Self-emp-not-inc,189721,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+81828,48,Private,164966,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+69599,36,,94954,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+52356,34,Private,202046,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+53629,28,Private,161538,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,35,United-States,<=50K
+39058,67,Private,105252,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Male,0,2392,40,United-States,>50K
+3106,37,Private,200153,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18087,44,Private,32185,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,70,United-States,<=50K
+91087,25,Private,178326,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37664,21,Private,255957,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+71893,40,State-gov,188693,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+84120,78,Private,182977,HS-grad,9,Widowed,Other-service,Not-in-family,Black,Female,2964,0,40,United-States,<=50K
+3090,34,Private,159929,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+74066,49,Private,123207,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+88534,22,Private,284317,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44569,23,,184699,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+20802,60,Self-emp-not-inc,154474,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,42,United-States,<=50K
+77066,45,Local-gov,318280,HS-grad,9,Widowed,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+3621,63,Private,254907,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+7911,41,Private,349221,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,0,35,United-States,<=50K
+37853,47,Private,335973,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+45748,44,Private,126701,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+44559,51,Private,122159,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+85413,46,Private,187370,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1504,40,United-States,<=50K
+15474,41,Private,194636,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+50705,50,Self-emp-not-inc,124793,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+37771,47,Private,192835,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+35817,35,Private,290226,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+6058,56,Private,112840,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+28544,45,Private,89325,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+29350,48,Federal-gov,33109,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,58,United-States,>50K
+49186,40,Private,82465,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2580,0,40,United-States,<=50K
+95637,39,Self-emp-inc,329980,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+79052,20,Private,148294,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+70500,50,Private,168212,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,65,United-States,>50K
+50084,38,State-gov,343642,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+49309,23,Local-gov,115244,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+97722,31,Private,162572,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+44888,58,Private,356067,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+49697,66,Private,271567,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+7846,39,Self-emp-inc,180804,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59578,54,Self-emp-not-inc,123011,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,52,United-States,>50K
+49231,26,Private,109186,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,<=50K
+68170,51,Private,220537,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92781,34,Private,124827,Assoc-voc,11,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+65200,50,Private,767403,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+62573,42,Private,118494,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+73501,38,Private,173208,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+25727,48,Private,107373,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+33200,33,Private,26973,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+73084,51,Private,191965,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+26023,22,Private,122346,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19628,19,,117201,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+20583,41,Private,198316,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,Japan,<=50K
+15299,48,Local-gov,123075,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+11428,42,Private,209370,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+62751,34,Private,33117,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+67420,23,Private,129042,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+78622,56,Private,169133,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,Yugoslavia,<=50K
+67075,30,Private,201624,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,45,,<=50K
+56445,45,Private,368561,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+76203,48,Private,207848,10th,6,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+90003,48,Self-emp-inc,138370,Masters,14,Married-spouse-absent,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,India,<=50K
+8347,31,Private,93106,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58956,20,State-gov,223515,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,1719,20,United-States,<=50K
+1224,27,Private,389713,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5007,32,Private,206365,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+13006,76,,431192,7th-8th,4,Widowed,,Not-in-family,White,Male,0,0,2,United-States,<=50K
+1236,19,,241616,HS-grad,9,Never-married,,Unmarried,White,Male,0,2001,40,United-States,<=50K
+23445,66,Self-emp-inc,150726,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,1409,0,1,,<=50K
+62874,37,Private,123785,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,75,United-States,<=50K
+45452,34,Private,289984,HS-grad,9,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+83474,34,,164309,11th,7,Married-civ-spouse,,Wife,White,Female,0,0,8,United-States,<=50K
+10547,90,Private,137018,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22059,23,Private,137994,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+80642,43,Private,341204,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70832,44,Private,167005,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+10917,24,Private,34446,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,37,United-States,<=50K
+63014,28,Private,187160,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,0,0,55,United-States,<=50K
+22100,64,,196288,Assoc-acdm,12,Never-married,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+75620,23,Private,217961,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+68435,20,Private,74631,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+68785,36,Private,156667,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+81133,61,Private,125155,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+6956,53,Self-emp-not-inc,263925,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Canada,>50K
+58655,30,Private,296453,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+39287,52,Self-emp-not-inc,44728,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+30974,38,Private,193026,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,Iran,<=50K
+53697,32,Private,87643,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+41983,30,Self-emp-not-inc,106742,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+18720,41,Private,302122,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58209,49,Local-gov,193960,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+5039,45,Private,185385,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,>50K
+31349,43,Self-emp-not-inc,277647,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+57580,61,Private,128848,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3471,0,40,United-States,<=50K
+90199,54,Private,377701,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,32,Mexico,<=50K
+5741,34,Private,157886,Assoc-acdm,12,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+43867,49,Private,175958,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+53104,38,Private,223004,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+2301,35,Private,199352,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,80,United-States,>50K
+77192,36,Private,29984,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+14046,30,Private,181651,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+60991,36,Private,117312,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Female,0,0,60,United-States,<=50K
+81834,22,Local-gov,34029,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+50088,38,Private,132879,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+51560,37,Private,215310,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+94043,48,State-gov,55863,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,46,United-States,>50K
+26521,17,Private,220384,11th,7,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+32394,19,Self-emp-not-inc,36012,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+87560,27,Private,137645,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,1590,40,United-States,<=50K
+18046,22,Private,191342,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+14951,49,Private,31339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15624,43,State-gov,227910,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+39785,43,Private,173728,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+21855,19,Local-gov,167816,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+37842,58,Self-emp-not-inc,81642,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+89505,41,Local-gov,195258,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+99744,31,Private,232475,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+25420,30,Private,241259,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+17,32,Private,118161,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+44204,29,Private,201954,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+37292,42,Private,150533,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,52,United-States,>50K
+77728,38,Private,412296,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,28,United-States,<=50K
+93197,41,Federal-gov,133060,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+6005,44,Self-emp-not-inc,120539,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+82486,31,Private,196025,Doctorate,16,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,60,China,<=50K
+16038,34,Private,107793,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79111,21,Private,163870,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+4489,22,Self-emp-not-inc,361280,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+84276,62,Private,92178,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+66253,19,,80710,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+32133,29,Self-emp-inc,260729,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,1977,25,United-States,>50K
+53748,43,Private,182254,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+5227,68,,140282,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+49955,45,Self-emp-inc,149865,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,>50K
+92558,39,Self-emp-inc,218184,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1651,40,Mexico,<=50K
+51675,41,Private,118619,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+29778,34,Self-emp-not-inc,196791,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,25,United-States,>50K
+33939,34,Local-gov,167999,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,33,United-States,<=50K
+11097,31,Private,51259,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,47,United-States,<=50K
+88394,29,Private,131088,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+3355,41,Private,118212,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+93007,41,Private,293791,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+45314,35,Self-emp-inc,289430,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,Mexico,>50K
+34421,33,Private,35378,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,>50K
+26950,37,State-gov,60227,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+91368,69,Private,168139,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+6115,34,Private,290763,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+59073,60,Self-emp-inc,226355,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2415,70,,>50K
+82413,36,Private,51100,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91146,41,Private,227644,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+96022,58,Local-gov,205267,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+12252,53,Private,288020,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,<=50K
+28219,29,Private,140863,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+77283,45,Federal-gov,170915,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+86944,34,State-gov,50178,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+8629,36,Private,112497,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+85723,48,Private,95244,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+39518,20,Private,117606,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+66051,35,Private,89508,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+29032,63,Federal-gov,124244,HS-grad,9,Widowed,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+16199,41,Self-emp-not-inc,154374,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,45,United-States,<=50K
+91715,28,Private,294936,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+12279,30,Private,347132,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+88503,34,,181934,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61901,31,Private,316672,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+22860,37,Private,189382,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+77322,42,,184018,Some-college,10,Divorced,,Unmarried,White,Male,0,0,40,United-States,<=50K
+43915,31,Private,184307,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Jamaica,>50K
+32267,46,Self-emp-not-inc,246212,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+46445,35,Federal-gov,250504,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,60,United-States,>50K
+71701,27,Private,138705,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,53,United-States,<=50K
+39964,41,Private,328447,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,<=50K
+34695,19,Private,194608,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+84503,20,Private,230891,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+46104,59,Federal-gov,212448,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,Germany,<=50K
+68298,40,Private,214010,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+77714,56,Self-emp-not-inc,200235,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+92169,33,Private,354573,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,44,United-States,>50K
+2671,30,Self-emp-inc,205733,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+19051,46,Private,185041,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+36401,61,Self-emp-inc,84409,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+68199,50,Self-emp-inc,293196,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+90697,25,Private,241626,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+87646,40,Private,520586,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,39,United-States,<=50K
+85629,24,,35633,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,,<=50K
+39225,51,Private,302847,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,United-States,<=50K
+29181,43,State-gov,165309,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+61906,34,Private,117529,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,Mexico,<=50K
+95221,46,Private,106092,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+3934,28,State-gov,445824,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+85787,26,Private,227332,Bachelors,13,Never-married,Transport-moving,Unmarried,Asian-Pac-Islander,Male,0,0,40,,<=50K
+59569,20,Private,275691,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+66761,44,Private,193459,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+37803,51,Private,284329,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+8036,33,Private,114691,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+63036,54,Private,96062,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+82895,50,Private,133963,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,40,United-States,>50K
+79315,33,Private,178506,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+63764,65,Private,350498,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,10605,0,20,United-States,>50K
+732,22,,131573,Some-college,10,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+84370,88,Self-emp-not-inc,206291,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+5291,40,Private,182302,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45864,51,Private,241346,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+6642,50,Private,157043,11th,7,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+19003,25,Private,404616,Masters,14,Married-civ-spouse,Farming-fishing,Not-in-family,White,Male,0,0,99,United-States,>50K
+4696,20,Private,411862,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+46551,47,Private,183013,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+79087,58,,169982,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+91672,22,Private,188544,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+10094,50,State-gov,356619,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+46460,47,Private,45857,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+52383,24,Local-gov,289886,11th,7,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,45,United-States,<=50K
+65142,50,,146015,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+65725,40,Private,216237,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+44902,36,Private,416745,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+40194,32,Private,202952,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+83009,44,Private,167725,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92566,51,,165637,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+60449,59,Federal-gov,43280,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+49104,65,Private,118779,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+27602,24,State-gov,191269,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,65,United-States,<=50K
+97561,27,Local-gov,247507,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+91855,51,Private,239155,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84035,48,Private,182862,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+95365,39,Private,33886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+34872,28,Private,444304,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+92841,19,Private,187161,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+58226,49,Local-gov,116892,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+92509,51,Local-gov,176813,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+89945,59,Private,151616,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+45221,18,Private,240747,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,Dominican-Republic,<=50K
+32932,50,Private,75472,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,,<=50K
+9674,45,Federal-gov,320818,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,80,United-States,>50K
+22085,30,Local-gov,235271,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+99312,37,Private,166497,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+4621,44,Private,344060,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,>50K
+3581,33,Private,221196,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+15106,61,Self-emp-inc,113544,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+98607,61,Local-gov,321117,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+12106,38,Private,79619,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,>50K
+9604,22,,42004,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+6514,36,Private,135289,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+39377,44,Self-emp-inc,320984,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5178,0,60,United-States,>50K
+6541,37,Private,203070,Some-college,10,Separated,Adm-clerical,Own-child,White,Male,0,0,62,United-States,<=50K
+45235,31,Private,32406,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,20,United-States,<=50K
+81469,54,Private,99185,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+46036,20,Private,205839,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+23816,63,,150389,Bachelors,13,Widowed,,Not-in-family,White,Female,0,0,40,United-States,>50K
+89144,48,Self-emp-not-inc,243631,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,7688,0,40,United-States,>50K
+67579,33,,163003,HS-grad,9,Divorced,,Not-in-family,Asian-Pac-Islander,Female,0,0,41,China,<=50K
+27075,31,Private,231263,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,4650,0,45,United-States,<=50K
+23595,38,Private,200818,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+62581,45,Self-emp-not-inc,247379,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+50978,48,Private,349151,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91202,53,Private,22154,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9434,55,Private,176317,HS-grad,9,Widowed,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+96402,38,Private,22245,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,,>50K
+95636,29,Private,236436,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74145,36,Private,354078,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+70451,42,Self-emp-not-inc,166813,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+62500,50,Private,358740,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,England,<=50K
+8484,75,Self-emp-not-inc,208426,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+3644,46,Private,265266,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+29640,52,Federal-gov,31838,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+92313,27,Private,175034,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25284,43,Private,413297,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+35399,31,Private,106347,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,42,United-States,<=50K
+40653,23,Private,174754,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+62175,34,Private,441454,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+14616,41,Self-emp-not-inc,209344,HS-grad,9,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,40,Cuba,<=50K
+94897,31,Private,185732,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+77392,42,Private,65372,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+20626,35,Private,33975,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+6318,55,Private,326297,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+48929,36,State-gov,194630,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4652,65,Self-emp-not-inc,167414,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,59,United-States,>50K
+84046,38,Local-gov,165799,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,12,United-States,<=50K
+56414,62,Private,192866,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+53458,54,Self-emp-inc,166459,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+4711,49,Private,148995,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51969,34,Private,190040,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+52304,32,Private,209432,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+81486,51,Self-emp-inc,229465,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+55104,48,Self-emp-not-inc,397466,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+21197,30,Private,283767,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,<=50K
+29971,52,Federal-gov,202452,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+73625,28,Self-emp-not-inc,218555,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,1762,40,United-States,<=50K
+17805,29,Private,128604,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+96834,38,Private,65466,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+46436,57,Private,141326,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+49187,43,Federal-gov,369468,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+42094,37,State-gov,136137,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68873,30,Private,236770,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83916,53,Private,89534,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,>50K
+40110,69,,195779,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+1091,73,Private,29778,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+82386,22,Self-emp-inc,153516,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+77842,31,Private,163594,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+7546,38,Private,189623,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+57042,50,Self-emp-not-inc,343748,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+12129,37,Private,387430,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,37,United-States,<=50K
+29633,44,Local-gov,409505,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91168,47,Private,200734,Bachelors,13,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,45,United-States,<=50K
+72100,27,Private,115831,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+92057,28,Private,150296,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,80,United-States,<=50K
+62247,25,Private,323545,HS-grad,9,Never-married,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+48122,20,Private,232577,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+43352,51,Local-gov,152754,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+63305,46,Private,129007,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+73970,67,Private,171584,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,6514,0,7,United-States,>50K
+53276,47,Private,386136,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+19868,42,Private,342865,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+81341,52,Private,186785,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+13608,42,Federal-gov,158926,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+28531,65,,36039,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+5412,21,Private,164019,Some-college,10,Never-married,Farming-fishing,Own-child,Black,Male,0,0,10,United-States,<=50K
+4540,50,Private,88926,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,5178,0,40,United-States,>50K
+85450,46,Private,188861,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+73762,47,Self-emp-not-inc,370119,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+88274,57,Private,182062,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+13961,37,Private,37238,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+44885,50,Private,421132,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48931,58,,178660,12th,8,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+96292,63,Self-emp-not-inc,795830,1st-4th,2,Widowed,Other-service,Unmarried,White,Female,0,0,30,El-Salvador,<=50K
+71970,39,Private,278403,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+5071,46,Private,279661,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,35,United-States,<=50K
+96614,36,Private,113397,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+29264,26,Private,280093,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,50,United-States,<=50K
+45656,21,Private,236696,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,57,United-States,<=50K
+57173,41,Private,265266,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+61796,44,Local-gov,34935,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+56519,22,Private,58222,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52508,29,Federal-gov,301010,Some-college,10,Never-married,Armed-Forces,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+15222,29,Private,419721,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,Japan,<=50K
+83358,58,Self-emp-inc,186791,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,>50K
+10781,36,Self-emp-not-inc,180686,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+8437,30,Private,209103,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+10653,37,Private,32668,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,>50K
+63243,29,Private,256956,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91538,26,Private,202203,5th-6th,3,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+80931,43,Private,85995,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+43945,49,Private,125421,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,>50K
+63927,45,Federal-gov,283037,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+27254,28,Private,192932,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+65250,20,,244689,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+58211,51,Private,179646,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+78533,32,Private,509350,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,Canada,>50K
+44090,24,Private,96279,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+87174,35,Private,119098,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+38122,35,,327120,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,55,United-States,<=50K
+92006,41,State-gov,144928,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+59394,48,Private,55237,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+29657,61,Local-gov,101265,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,1471,0,35,United-States,<=50K
+79259,20,Private,114874,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+60200,27,Private,190525,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+84972,55,Private,121912,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,24,United-States,>50K
+42100,39,Private,83893,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+55866,17,,138507,10th,6,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+93635,47,Private,256522,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,,<=50K
+97472,52,Private,168381,HS-grad,9,Widowed,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,>50K
+91456,24,Private,293579,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+35589,29,Private,285290,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+59906,25,Private,188488,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+35575,20,Private,324469,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50202,23,Private,275244,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+53653,57,Private,265099,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+44245,51,Private,146767,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+5394,33,Private,40681,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,3674,0,16,United-States,<=50K
+10184,39,Private,174938,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21126,40,Private,240124,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+14504,71,Private,269708,Bachelors,13,Divorced,Tech-support,Own-child,White,Female,2329,0,16,United-States,<=50K
+5913,38,State-gov,34180,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+2751,28,State-gov,225904,Prof-school,15,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+98806,57,Private,89392,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6706,47,Private,46857,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16001,59,State-gov,105363,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+90211,26,Private,195105,HS-grad,9,Never-married,Sales,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+41355,35,Private,184117,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+30662,61,Self-emp-inc,134768,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,>50K
+62818,17,,145886,11th,7,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+70329,36,Private,153078,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,,>50K
+53844,62,,225652,7th-8th,4,Married-civ-spouse,,Husband,White,Male,3411,0,50,United-States,<=50K
+31920,34,Private,467108,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+73166,32,Self-emp-inc,199765,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,50,United-States,>50K
+37446,42,Private,173938,HS-grad,9,Separated,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+23197,39,Private,191161,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+60472,58,Private,132606,5th-6th,3,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+99213,61,Self-emp-not-inc,30073,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1848,60,United-States,>50K
+72207,40,Private,155190,10th,6,Never-married,Craft-repair,Other-relative,Black,Male,0,0,55,United-States,<=50K
+12396,31,Private,42900,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,37,United-States,<=50K
+1245,36,Private,191161,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+34963,23,Private,181820,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+78642,33,Private,105974,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,41,United-States,<=50K
+76126,52,Private,146378,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77506,22,Private,103440,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+39389,51,Private,203435,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,Italy,<=50K
+6468,31,Federal-gov,168312,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78700,49,Self-emp-inc,257764,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+65346,49,Private,171301,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+96381,53,Federal-gov,225339,Some-college,10,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+14739,52,Private,152234,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,99999,0,40,Japan,>50K
+46694,20,Private,444554,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+9472,26,Private,403788,Assoc-acdm,12,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+40286,61,,190997,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+75527,43,Private,221550,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,30,Poland,<=50K
+8210,46,Self-emp-inc,98929,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+94315,43,Local-gov,169203,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+2350,41,Private,102332,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+90730,44,Self-emp-not-inc,230684,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+35164,54,Private,449257,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+68650,65,Private,198766,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+63717,32,Private,97429,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Canada,<=50K
+53590,25,Private,208999,Some-college,10,Separated,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+64309,23,Private,37072,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+58501,25,Local-gov,163101,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+81910,19,Private,119075,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+70257,37,Self-emp-not-inc,137314,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+99862,45,Private,127303,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+76546,37,Private,349116,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,44,United-States,<=50K
+67290,40,Self-emp-not-inc,266324,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Male,0,1564,70,Iran,>50K
+69139,19,,194095,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+72032,17,Private,46496,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,5,United-States,<=50K
+46179,27,Private,29904,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96365,40,Local-gov,289403,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1887,40,,>50K
+85725,59,Private,226922,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,1762,30,United-States,<=50K
+31552,19,Federal-gov,234151,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+94197,43,Private,238287,10th,6,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+19925,42,Private,230624,10th,6,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,>50K
+27385,54,Private,398212,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,5013,0,40,United-States,<=50K
+71535,54,Self-emp-not-inc,114758,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+57880,51,Private,246519,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2105,0,45,United-States,<=50K
+9988,50,Private,137815,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+81336,40,Private,260696,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6981,55,Private,325007,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,25,United-States,<=50K
+85680,50,Private,113176,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34974,31,Private,66815,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+53579,42,,51795,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,32,United-States,<=50K
+59576,24,Private,241523,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,>50K
+3350,30,Private,30226,11th,7,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+94418,39,Local-gov,352628,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,50,United-States,>50K
+67226,37,Private,143912,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+27209,33,Private,130021,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94434,48,Private,329778,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+93027,43,Self-emp-inc,196945,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,78,Thailand,<=50K
+94436,39,Private,24342,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+39609,53,Private,34368,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+59902,52,Self-emp-not-inc,173839,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+24100,28,State-gov,73211,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+11767,32,Private,86723,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,52,United-States,<=50K
+8645,31,Private,179186,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,90,United-States,>50K
+91249,31,Private,127610,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+43934,47,Private,115070,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71788,19,,172582,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+39230,40,Private,256202,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+97759,40,Private,202872,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+70313,41,Private,184102,11th,7,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92678,53,Federal-gov,130703,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+62385,46,Private,134727,11th,7,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,0,0,43,Germany,<=50K
+18203,45,Self-emp-inc,36228,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,4386,0,35,United-States,>50K
+13715,39,Private,297847,9th,5,Married-civ-spouse,Other-service,Wife,Black,Female,3411,0,34,United-States,<=50K
+66599,19,Private,213644,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4842,57,Private,173796,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+69527,49,Private,147322,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Peru,<=50K
+66711,59,Private,296253,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24138,32,Private,180871,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+76525,18,,169882,Some-college,10,Never-married,,Own-child,White,Female,594,0,15,United-States,<=50K
+50711,35,State-gov,211115,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+97465,58,Self-emp-inc,183870,10th,6,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+28472,28,Private,441620,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,43,Mexico,<=50K
+98027,36,Federal-gov,218542,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+73885,41,Self-emp-not-inc,141327,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+14950,47,Private,67716,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+56464,50,Self-emp-inc,175339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,60,United-States,<=50K
+17827,61,,347089,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+19238,36,Private,336595,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+55139,38,Private,27997,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42519,56,Self-emp-not-inc,145574,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,1902,60,United-States,>50K
+96638,50,Private,30447,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+76531,45,Self-emp-not-inc,256866,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5013,0,40,United-States,<=50K
+51466,44,Self-emp-not-inc,120837,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,66,United-States,<=50K
+62926,51,Private,185283,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+36520,44,Self-emp-inc,229466,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+60144,25,Private,298225,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91523,60,Private,185749,11th,7,Widowed,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+90981,17,,333100,10th,6,Never-married,,Own-child,White,Male,1055,0,30,United-States,<=50K
+36534,49,Self-emp-inc,125892,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+70192,46,Private,563883,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+63093,56,Private,311249,HS-grad,9,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+74279,25,Private,221757,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,45,United-States,<=50K
+18863,22,Private,310152,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+486,76,,211453,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,2,United-States,<=50K
+9711,41,Self-emp-inc,94113,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+19246,48,Self-emp-inc,192945,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+82252,46,Private,161508,10th,6,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+68317,30,Private,177675,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+98874,39,Private,51100,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+68475,40,Private,100584,10th,6,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+28958,70,Federal-gov,163003,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+65191,35,Private,67728,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,45,United-States,<=50K
+46826,49,Private,101320,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,75,United-States,<=50K
+43083,24,Private,42706,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+30010,40,Private,228535,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,36,United-States,>50K
+24438,61,Private,120939,Prof-school,15,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,5,United-States,>50K
+75210,25,Private,98283,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+62421,28,Local-gov,216481,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78075,69,State-gov,208869,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,11,United-States,<=50K
+55561,22,Private,207940,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,36,United-States,<=50K
+32418,47,Private,34248,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+36895,38,Private,83727,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,48,United-States,<=50K
+4430,26,Private,183077,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+93755,17,Private,197850,11th,7,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,24,United-States,<=50K
+75621,33,Self-emp-not-inc,235271,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+55444,43,Self-emp-not-inc,35236,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8759,58,Private,255822,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+83664,53,Self-emp-inc,263925,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,99999,0,40,United-States,>50K
+92844,26,Private,256263,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,United-States,<=50K
+29333,43,Local-gov,293535,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+62807,31,Private,209448,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,2105,0,40,Mexico,<=50K
+90570,30,Private,57651,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,2001,42,United-States,<=50K
+49360,25,Private,174592,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+70010,57,Federal-gov,278763,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+43145,37,Private,175232,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,>50K
+76821,32,Private,402812,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+59792,26,Private,101150,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,41,United-States,<=50K
+72060,45,Private,103538,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+25975,53,State-gov,156877,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,15024,0,35,United-States,>50K
+93020,27,Private,23940,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+84458,28,Self-emp-inc,210295,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+55655,32,Private,80058,11th,7,Divorced,Sales,Not-in-family,White,Male,0,0,43,United-States,>50K
+89624,35,Private,187119,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,1980,65,United-States,<=50K
+53484,36,Self-emp-not-inc,105021,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+55226,19,Private,225775,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7428,37,Self-emp-inc,395831,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+94958,49,Private,50282,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,3325,0,45,United-States,<=50K
+21296,20,Private,32732,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+71863,64,Self-emp-inc,179436,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+66584,60,,290593,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+97719,32,Private,123253,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+64481,58,State-gov,48433,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+3535,42,Private,245317,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+28417,20,Private,431745,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,14,United-States,<=50K
+43072,42,State-gov,436006,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+11448,25,Private,224943,Some-college,10,Married-spouse-absent,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+55937,30,Self-emp-not-inc,167990,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,65,United-States,>50K
+50051,37,Self-emp-inc,217054,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+14348,66,Self-emp-not-inc,298834,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+5413,59,Self-emp-inc,125000,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,England,>50K
+54658,44,Private,123983,Bachelors,13,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+39155,46,Private,155489,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,58,United-States,>50K
+65902,59,Private,284834,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,2885,0,30,United-States,<=50K
+94770,25,Private,212495,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,1340,40,United-States,<=50K
+81327,17,Local-gov,32124,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,9,United-States,<=50K
+38293,47,Local-gov,246891,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+73936,47,State-gov,141483,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57779,30,Private,31985,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+76471,20,Private,170800,Some-college,10,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+91151,26,Local-gov,166295,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,2339,55,United-States,<=50K
+45230,20,Private,231286,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,15,United-States,<=50K
+42650,33,Private,159322,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+23510,48,Private,176026,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+61786,52,Private,118025,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+36989,37,Private,26898,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,12,United-States,<=50K
+99122,47,Private,232628,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+74226,40,Private,85995,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+64175,48,Private,125421,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+84548,49,Private,245305,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,42,United-States,>50K
+83609,50,Private,73493,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57395,30,Private,197058,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16301,34,Private,122116,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+78785,43,Private,75742,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+45768,22,Private,214731,10th,6,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+96580,35,Private,265954,HS-grad,9,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+3947,26,State-gov,197156,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+9075,62,Private,162245,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1628,70,United-States,<=50K
+68785,39,Local-gov,203070,HS-grad,9,Separated,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80496,59,Local-gov,165695,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29812,69,,473040,5th-6th,3,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56654,27,Private,168107,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82410,17,Private,163494,10th,6,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+10246,38,Private,180342,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+67209,41,Private,122381,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,50,United-States,>50K
+97269,27,Private,148069,10th,6,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+11135,23,Private,200973,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+53824,17,Private,130806,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+99897,56,Private,117148,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97084,24,Private,213977,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57899,62,Private,134768,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,,>50K
+49209,44,Private,139338,12th,8,Divorced,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+32328,23,Private,315877,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+84544,41,Self-emp-not-inc,195124,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,,<=50K
+27554,25,Private,352057,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+85074,21,Private,236684,Some-college,10,Never-married,Other-service,Other-relative,Black,Female,0,0,8,United-States,<=50K
+35595,18,Private,208447,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,6,United-States,<=50K
+55023,45,Private,149640,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20273,75,,111177,Bachelors,13,Widowed,,Not-in-family,White,Female,25124,0,16,United-States,>50K
+47982,51,Private,154342,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+38118,42,Federal-gov,141459,HS-grad,9,Separated,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+28479,47,Private,111797,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,Outlying-US(Guam-USVI-etc),<=50K
+41381,29,Private,111900,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+5308,33,Private,78707,11th,7,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+82798,43,Local-gov,160574,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71806,20,,174714,Some-college,10,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+13344,19,,62534,Bachelors,13,Never-married,,Own-child,Black,Female,0,0,40,Jamaica,<=50K
+66800,44,Private,216907,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+46310,24,Private,198148,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+41158,19,Private,124265,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+66829,49,,261059,10th,6,Separated,,Own-child,White,Male,2176,0,40,United-States,<=50K
+39982,52,Private,208137,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+9157,38,Self-emp-not-inc,257250,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,52,United-States,<=50K
+31303,24,State-gov,147253,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+32985,32,Local-gov,244268,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+7612,72,,213255,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+72807,26,Private,266912,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+3875,31,Private,169104,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,,<=50K
+49090,29,Private,200511,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+98922,39,Private,128715,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,10520,0,40,United-States,>50K
+67651,48,Self-emp-not-inc,65535,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+12530,40,Private,103395,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+23959,51,Private,71046,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,Scotland,<=50K
+61853,28,Self-emp-not-inc,125442,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+66233,22,Private,169188,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+61449,23,Private,121471,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17837,65,Private,207281,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,16,United-States,<=50K
+87156,26,Local-gov,46097,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+62527,20,,206671,Some-college,10,Never-married,,Own-child,White,Male,1055,0,50,United-States,<=50K
+21763,55,Private,98361,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,,>50K
+33943,38,Self-emp-not-inc,322143,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,10,United-States,<=50K
+5137,33,Private,149184,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+16825,33,Local-gov,119829,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+58266,37,Private,910398,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+50156,19,Private,176570,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,60,United-States,<=50K
+44157,24,Private,216129,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+54098,30,Private,27207,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+54120,57,State-gov,68830,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+68129,22,State-gov,178818,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+79009,57,Private,236944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+476,46,State-gov,273771,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+77764,67,Private,318533,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+60842,35,,451940,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+42281,47,Private,102318,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+28828,39,Private,379350,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68190,50,Private,21095,Some-college,10,Divorced,Other-service,Unmarried,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+30625,58,Self-emp-not-inc,211547,12th,8,Divorced,Sales,Not-in-family,White,Female,0,0,52,United-States,<=50K
+2004,36,Private,85272,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+93795,45,Private,46406,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,England,>50K
+73199,54,Private,53833,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+39873,26,Private,161007,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+33794,60,Private,53707,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23719,46,Private,370119,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+84454,26,Private,310907,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,<=50K
+68905,32,Private,375833,11th,7,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+35342,38,Local-gov,107513,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+8754,48,Self-emp-not-inc,58683,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+36310,44,Self-emp-not-inc,179557,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+18609,37,Private,70240,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+20082,44,Private,147206,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+18260,31,Private,175548,HS-grad,9,Never-married,Other-service,Not-in-family,Other,Female,0,0,35,United-States,<=50K
+36412,61,Self-emp-not-inc,163174,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+16581,51,Private,126010,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27038,52,Private,147876,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,15024,0,60,United-States,>50K
+82956,45,Private,428350,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,1740,40,United-States,<=50K
+42343,36,,200904,Assoc-acdm,12,Married-civ-spouse,,Wife,Black,Female,0,0,21,Haiti,<=50K
+44850,39,Private,328466,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,2407,0,70,Mexico,<=50K
+95045,67,Local-gov,258973,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+19701,40,State-gov,345969,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+30046,27,Private,127796,5th-6th,3,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+69607,37,Private,405723,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+84885,57,Private,175942,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+65309,27,Private,284196,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96583,28,Private,89718,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,2202,0,48,United-States,<=50K
+25836,34,Self-emp-inc,175761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+43017,54,Private,206369,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,50,United-States,>50K
+19766,52,Private,158993,HS-grad,9,Divorced,Other-service,Other-relative,Black,Female,0,0,38,United-States,<=50K
+46472,42,Private,285066,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+69948,48,Private,126754,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+67059,65,State-gov,209280,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,6514,0,35,United-States,>50K
+96382,55,Self-emp-not-inc,52888,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,10,United-States,<=50K
+25209,71,Self-emp-inc,133821,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+41072,33,Private,240763,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+12752,30,Private,39054,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+70663,35,Private,119272,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+17673,59,Private,143372,10th,6,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+17167,19,Private,323421,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+48840,36,Self-emp-not-inc,136028,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+98989,26,Self-emp-not-inc,163189,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+24354,34,Local-gov,202729,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+92626,41,Private,421871,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+41744,44,Private,120277,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,Italy,>50K
+24658,26,,211798,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+45988,47,Private,198901,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+27161,18,Private,214617,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,16,United-States,<=50K
+6904,55,Self-emp-not-inc,179715,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,18,United-States,<=50K
+21979,49,Local-gov,107231,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,40,United-States,<=50K
+87634,44,Private,110355,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+49515,43,Private,184378,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82404,62,Private,273454,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Cuba,<=50K
+92070,44,Private,443040,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+96985,39,,71701,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+91246,50,Self-emp-inc,160151,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+14323,35,Private,107991,11th,7,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+45943,52,Private,94391,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+52219,46,Private,99835,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+2690,44,Private,43711,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+66258,43,Private,83756,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+90393,51,Private,120914,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2961,0,40,United-States,<=50K
+84813,20,Private,180052,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+29780,47,Private,170846,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Italy,>50K
+64725,43,Private,37937,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+29075,64,,168340,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,,>50K
+48438,24,Private,38455,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52086,27,Federal-gov,128059,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+95453,32,Private,420895,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+53749,37,Private,166744,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,12,United-States,<=50K
+15414,26,Private,238768,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+34059,43,Private,176270,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,60,United-States,>50K
+51388,50,Private,140592,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+22845,20,Self-emp-not-inc,211466,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,80,United-States,<=50K
+8385,37,Private,188540,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+19849,43,Private,39581,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+34098,37,Private,171150,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+61124,53,Private,117496,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,36,Canada,<=50K
+30475,44,Private,145160,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+83668,25,Private,28520,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22515,17,Private,103851,11th,7,Never-married,Adm-clerical,Own-child,White,Female,1055,0,20,United-States,<=50K
+76763,19,Private,375077,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+5077,53,State-gov,281590,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,40,United-States,>50K
+80250,44,Private,151504,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+5956,51,Private,415287,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,1902,40,United-States,>50K
+54982,49,Private,32212,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,43,United-States,<=50K
+18842,35,Private,123606,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+92403,44,Private,202565,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+68880,54,Private,177927,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+66010,37,Private,256723,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+74793,18,Private,46247,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+87252,24,Private,266926,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+77188,29,Private,112031,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+55001,22,,376277,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+97000,35,Private,168817,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75918,56,Private,187487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+87627,32,,158784,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68807,24,Private,67222,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,45,China,<=50K
+78474,43,Private,201723,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+37958,73,Private,267408,HS-grad,9,Widowed,Sales,Other-relative,White,Female,0,0,15,United-States,<=50K
+64813,47,Federal-gov,168191,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+59746,49,Private,105444,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,39,United-States,<=50K
+83797,38,Private,156728,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+48854,31,Private,148600,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+45769,39,Private,19914,Some-college,10,Divorced,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+32439,42,Private,190767,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9470,41,Private,233955,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,China,>50K
+11296,35,Private,30381,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+53474,38,Private,187069,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+97693,31,Private,367314,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8747,51,Local-gov,101119,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,70,United-States,<=50K
+24080,38,Private,86551,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,48,United-States,>50K
+35256,40,Local-gov,218995,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+25077,21,Private,57711,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+47595,44,Private,303521,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57476,55,Private,199067,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+43313,29,Private,247445,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+43128,49,Private,186078,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+58494,31,Private,77634,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,42,United-States,<=50K
+26387,24,Private,180060,Masters,14,Never-married,Exec-managerial,Own-child,White,Male,6849,0,90,United-States,<=50K
+56349,46,Private,56482,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79394,26,Private,314177,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+72690,35,Private,239755,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,38,United-States,<=50K
+75939,27,Private,377680,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+57467,64,Self-emp-not-inc,134960,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,35,United-States,>50K
+75794,26,Private,294493,Bachelors,13,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+13056,21,Private,32616,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,1719,16,United-States,<=50K
+12454,45,Private,182655,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,45,,>50K
+25182,57,Local-gov,52267,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,<=50K
+42997,30,Private,117963,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+48561,45,Private,98881,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,32,United-States,<=50K
+77774,50,Private,196963,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Female,0,0,30,United-States,<=50K
+44826,38,Private,166988,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+82185,43,Self-emp-not-inc,193459,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+43662,42,Private,182342,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+50304,32,Private,496743,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+53022,20,Private,154781,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41144,27,Private,219371,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+81802,45,Private,99179,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+34509,40,Private,224910,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51794,38,Private,304651,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+79776,37,Private,349689,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+39837,60,Private,106850,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27671,53,Self-emp-not-inc,196328,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,>50K
+47780,25,Private,169323,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+87527,47,Self-emp-not-inc,162924,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+25069,40,Self-emp-not-inc,34037,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,70,United-States,<=50K
+99379,51,,167651,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+81265,19,Private,197384,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+16191,42,Private,251795,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+45053,65,,266081,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+41708,41,Private,165309,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85142,28,Private,215873,10th,6,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,45,United-States,<=50K
+22286,46,Private,133938,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,27828,0,50,United-States,>50K
+70170,49,Private,159816,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,20,United-States,>50K
+47076,24,Private,228424,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+80807,32,Private,195576,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13162,71,Private,105200,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,6767,0,20,United-States,<=50K
+33568,26,Private,167350,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,40,United-States,>50K
+29706,29,Private,52199,HS-grad,9,Married-spouse-absent,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89770,50,Private,171338,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+93160,51,Private,120173,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,50,United-States,>50K
+310,17,,158762,10th,6,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+62308,49,Private,169818,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,>50K
+13815,31,Private,288419,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+69987,23,Private,207546,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+57545,59,Local-gov,147707,HS-grad,9,Widowed,Farming-fishing,Unmarried,White,Male,0,2339,40,United-States,<=50K
+26923,17,,228373,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+21344,43,Private,193882,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+83908,38,Private,31033,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+54843,37,Private,272950,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+68649,29,Private,183523,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+5757,39,Private,238415,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+69159,31,Private,19302,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,2202,0,38,United-States,<=50K
+20998,42,Local-gov,339671,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,8614,0,45,United-States,>50K
+62630,35,Local-gov,103260,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+73208,39,Private,79331,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,15024,0,40,United-States,>50K
+84127,40,Private,135056,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+87849,66,Private,142723,5th-6th,3,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,0,0,40,Puerto-Rico,<=50K
+30280,30,Federal-gov,188569,9th,5,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+15270,43,Private,57322,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12919,47,Private,178309,9th,5,Never-married,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+93972,45,Private,166107,Masters,14,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+68902,31,Private,53042,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,Trinadad&Tobago,<=50K
+25073,33,Private,155343,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+89678,32,Private,35595,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56621,28,Private,429507,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+6686,50,Federal-gov,159670,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+15577,63,Private,151210,7th-8th,4,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12479,28,Private,186792,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+82844,38,Private,204640,Some-college,10,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+120,52,Private,87205,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+51164,38,Self-emp-inc,112847,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+54399,41,Private,107306,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+30819,50,State-gov,211319,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+54122,59,Private,183606,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+72161,32,Private,205390,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,49,United-States,<=50K
+22685,73,Local-gov,232871,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,2228,0,10,United-States,<=50K
+5398,52,Self-emp-inc,101017,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,38,United-States,<=50K
+24974,57,Private,114495,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+73553,35,Private,183898,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+40210,51,Private,163921,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,>50K
+78753,22,Private,311764,11th,7,Widowed,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+56978,49,Private,188330,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+84006,22,Private,267174,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+77202,46,Local-gov,36228,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,<=50K
+56536,48,Private,199739,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+20820,52,Private,185407,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+58935,43,State-gov,206139,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+22631,25,Private,282063,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+11216,31,Private,332379,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75297,19,Private,418324,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,36,United-States,<=50K
+88683,19,,263338,Some-college,10,Never-married,,Own-child,White,Male,0,0,45,United-States,<=50K
+1695,51,Private,158948,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,84,United-States,>50K
+47919,51,Private,221532,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+96912,22,Self-emp-not-inc,202920,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,99999,0,40,Dominican-Republic,>50K
+38395,37,Local-gov,118909,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+95618,19,Private,286469,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+11277,45,Private,191914,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,0,0,55,United-States,<=50K
+77955,21,State-gov,142766,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+37759,52,Private,198744,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1377,46,Local-gov,272780,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,24,United-States,<=50K
+66929,42,State-gov,219553,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+27806,56,Private,261232,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30453,23,Private,64292,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35578,58,Private,312131,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+82647,70,Private,30713,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+76543,30,Private,246439,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+46176,45,Private,338105,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+35719,23,Private,228243,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+27885,34,Local-gov,62463,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,40,United-States,<=50K
+31040,38,Private,31603,Bachelors,13,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+77508,24,Private,165054,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+16383,53,Private,121618,7th-8th,4,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+55288,45,Federal-gov,273194,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,3325,0,40,United-States,<=50K
+61075,21,,163665,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+75304,21,Private,538319,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+15425,34,Private,238246,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97188,32,Self-emp-inc,244665,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,45,United-States,>50K
+76154,21,Private,131811,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+58704,63,,231777,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+80296,23,Private,156807,9th,5,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,36,United-States,<=50K
+81695,28,Private,236861,Bachelors,13,Divorced,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+67917,29,Self-emp-not-inc,229842,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,45,United-States,<=50K
+84746,25,Local-gov,190057,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+5452,44,State-gov,55076,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+4556,18,Private,152545,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+61933,26,Private,153434,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+96674,47,Local-gov,171095,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+3017,23,Private,239322,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71972,46,Private,138999,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+17255,61,Local-gov,95450,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,50,United-States,>50K
+92758,25,Private,176520,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+1578,38,Local-gov,72338,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,54,United-States,>50K
+57421,60,,386261,Bachelors,13,Married-spouse-absent,,Unmarried,Black,Female,0,0,15,United-States,<=50K
+13729,23,Private,235722,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+39183,36,Federal-gov,128884,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+35674,46,Private,187226,9th,5,Divorced,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+7985,32,Self-emp-not-inc,298332,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+49568,40,Private,173607,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+86325,31,Private,226756,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+4920,31,Private,157887,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+55899,32,State-gov,171111,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,37,United-States,<=50K
+43687,21,Private,126314,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+49282,63,Private,174018,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+38662,44,Private,144778,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+53826,42,Self-emp-not-inc,201522,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+94215,23,,22966,Bachelors,13,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+69942,30,Private,399088,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+50647,24,Private,282202,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+50423,42,Private,102606,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+22255,44,Self-emp-not-inc,246862,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,Italy,>50K
+2466,27,Federal-gov,508336,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+93521,27,Local-gov,263431,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+52184,22,Private,235733,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83901,68,Private,107910,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+108,55,Self-emp-not-inc,184425,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,>50K
+99403,22,Self-emp-not-inc,143062,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Greece,<=50K
+96873,25,Private,199545,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,15,United-States,<=50K
+46533,68,Self-emp-not-inc,197015,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+49237,62,Private,149617,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,16,United-States,<=50K
+28411,26,Private,33610,HS-grad,9,Divorced,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+94017,34,Private,192002,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+28,68,Private,67791,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66718,42,Local-gov,445382,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+21576,45,Private,112283,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+10017,26,Private,157249,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65126,25,Private,109872,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+91815,23,Private,119838,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+86289,29,Private,149943,Some-college,10,Never-married,Other-service,Not-in-family,Other,Male,0,1590,40,,<=50K
+58300,65,Without-pay,27012,7th-8th,4,Widowed,Farming-fishing,Unmarried,White,Female,0,0,50,United-States,<=50K
+29633,31,Private,91666,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+17661,26,Private,270276,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6372,39,Private,179271,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+63730,44,Private,161819,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+27288,45,Local-gov,339681,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,45,United-States,<=50K
+94198,26,Self-emp-not-inc,219897,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+35848,26,Private,91683,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+7516,36,Private,188834,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+18359,38,Private,187046,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+84982,39,Private,191807,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,48,United-States,<=50K
+46567,52,Self-emp-inc,179951,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+52224,39,Private,324420,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Mexico,<=50K
+80800,41,Self-emp-not-inc,66632,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64361,42,Local-gov,121718,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+57794,47,Private,162034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+40619,28,Local-gov,218990,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,46,United-States,<=50K
+73458,25,Local-gov,125863,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+58878,35,Private,225330,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20532,32,Private,120426,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+79012,38,Private,119741,Masters,14,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+30096,44,Private,32000,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+75731,21,,124242,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+81203,27,Private,278581,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+77876,30,Private,230224,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+73153,30,Private,204374,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1741,48,United-States,<=50K
+93964,45,Private,188386,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1628,45,United-States,<=50K
+77831,20,Private,164922,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+22378,57,Private,195176,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,<=50K
+71578,43,Private,166740,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+67007,50,,156008,11th,7,Married-civ-spouse,,Own-child,Black,Female,0,0,40,United-States,<=50K
+45642,28,Private,162551,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,0,0,48,China,<=50K
+98750,25,Private,211231,HS-grad,9,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,48,United-States,>50K
+51485,25,Private,169990,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+90164,90,Private,221832,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+3244,38,Local-gov,255454,Bachelors,13,Separated,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+43127,35,Private,28160,Bachelors,13,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+75698,50,State-gov,159219,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Canada,>50K
+73800,26,Local-gov,103148,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10921,39,Private,165186,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+38267,56,Private,31782,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+77884,24,Local-gov,249101,HS-grad,9,Divorced,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+43407,46,Private,243190,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,40,United-States,>50K
+63039,18,Local-gov,153405,11th,7,Never-married,Adm-clerical,Other-relative,White,Female,0,0,25,United-States,<=50K
+55875,37,Private,329980,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,60,United-States,>50K
+23206,57,Private,176079,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84712,43,State-gov,218542,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+91606,29,State-gov,303446,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,Nicaragua,<=50K
+89973,40,Private,102606,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79556,44,Self-emp-not-inc,483201,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+19602,77,Local-gov,144608,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,6,United-States,<=50K
+82479,30,Private,226013,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+36041,21,Private,165475,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+45307,66,Private,263637,10th,6,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+73646,40,Private,201495,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+72322,68,Private,213720,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+99483,64,Private,170483,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+78582,26,Private,214303,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+78268,32,Private,190511,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+5270,32,Private,242150,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+63310,51,Local-gov,159755,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+96392,50,Private,147629,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+1660,49,Private,268022,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+70671,28,Private,188711,Bachelors,13,Never-married,Transport-moving,Unmarried,White,Male,0,0,20,United-States,<=50K
+44124,29,Private,452205,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+85340,21,Private,260847,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+87313,28,Private,291374,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+44610,55,Private,189933,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38148,45,Self-emp-not-inc,133969,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,South,>50K
+29289,35,Private,330664,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92782,31,,672412,11th,7,Separated,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+13883,26,Private,122999,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,40,United-States,>50K
+15473,30,Private,111415,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,Germany,<=50K
+60421,33,Private,217235,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+25653,40,Private,121956,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,13550,0,40,Cambodia,>50K
+6151,23,Private,120172,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11181,35,Private,343403,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60219,48,Self-emp-not-inc,104790,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+38067,39,Local-gov,473547,10th,6,Divorced,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+56508,53,Local-gov,260106,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+17893,49,Federal-gov,168232,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+78580,31,Private,348491,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+49,36,Private,24106,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+49689,60,Self-emp-inc,197553,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+81453,29,Private,421065,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+82186,54,Self-emp-inc,138852,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+22209,28,,169631,Assoc-acdm,12,Married-AF-spouse,,Wife,White,Female,0,0,3,United-States,<=50K
+68732,34,Private,379412,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+49446,30,Private,181992,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+74298,19,Private,365640,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,45,,<=50K
+2002,26,Private,236564,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61611,47,Private,363418,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,70,United-States,>50K
+23480,50,Private,112351,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,38,United-States,<=50K
+15132,30,Private,204704,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,>50K
+86205,44,Private,54611,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26099,49,Private,128132,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+89620,75,Self-emp-not-inc,30599,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+86932,37,Private,379522,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+72138,51,State-gov,196504,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,38,United-States,<=50K
+40190,35,Private,82552,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+96443,28,Private,104024,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+60510,66,Self-emp-not-inc,293114,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,1409,0,40,United-States,<=50K
+39179,72,Private,74141,9th,5,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,48,United-States,>50K
+96286,39,Private,192337,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+64175,27,Private,262478,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,30,United-States,<=50K
+56904,57,Private,185072,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+37972,24,Private,296045,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,38,United-States,<=50K
+43061,28,Private,246595,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,70,United-States,<=50K
+42549,23,Private,54472,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+35743,31,Private,331065,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1408,40,United-States,<=50K
+11908,23,Private,161708,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+20851,31,Private,264936,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62246,27,Local-gov,113545,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8130,30,Private,212237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1740,45,United-States,<=50K
+9921,31,Private,170430,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,80,,<=50K
+22412,34,Private,173806,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,4865,0,60,United-States,<=50K
+26380,57,Federal-gov,370890,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,2258,40,United-States,<=50K
+26139,39,Private,505119,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Cuba,>50K
+97125,23,Private,193089,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+55261,24,Local-gov,33432,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+17265,36,Private,103110,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,England,<=50K
+54463,32,Private,160362,Some-college,10,Divorced,Other-service,Other-relative,White,Male,0,0,40,Nicaragua,<=50K
+759,35,Private,204621,Assoc-acdm,12,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+29987,36,Private,35309,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+78077,23,,154373,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+69014,47,Private,194772,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+22062,35,Private,154410,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53746,44,Federal-gov,220563,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+35715,32,State-gov,253354,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+21051,32,Private,211699,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1485,40,United-States,>50K
+55033,63,Self-emp-not-inc,167501,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,20051,0,10,United-States,>50K
+65982,34,Private,229732,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11994,47,Private,185465,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+46131,27,Private,335764,11th,7,Married-civ-spouse,Sales,Own-child,Black,Male,0,0,35,United-States,<=50K
+33541,23,Private,460046,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+90523,19,,33487,Some-college,10,Never-married,,Other-relative,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+71780,50,Private,176924,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+72444,49,State-gov,213307,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+97127,36,Private,83893,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+35189,23,Private,194102,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+44176,61,Private,238611,7th-8th,4,Widowed,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+52445,41,Private,113597,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,16,United-States,<=50K
+87397,27,Self-emp-not-inc,208406,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+23855,53,Private,274528,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+1020,17,Self-emp-not-inc,60116,10th,6,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+12829,23,,196816,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+99142,53,Private,166368,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86209,28,Private,303954,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,42,United-States,>50K
+84920,24,Private,99386,Bachelors,13,Married-spouse-absent,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+64957,22,Private,188569,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+67400,53,Private,302868,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+6717,18,Private,283342,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+8724,24,Private,233777,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,50,Mexico,<=50K
+80610,20,Private,170038,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97485,30,Local-gov,261319,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+38109,37,State-gov,367237,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,40,United-States,>50K
+46867,34,Private,126838,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34719,19,Private,354104,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+65484,20,Private,176321,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+91407,47,Private,85129,HS-grad,9,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+35981,20,,376474,Some-college,10,Never-married,,Own-child,White,Male,0,0,32,United-States,<=50K
+90259,22,Private,62507,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+23963,42,Local-gov,111252,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+55084,60,Private,156889,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99595,32,Private,549430,HS-grad,9,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,40,Mexico,<=50K
+87559,46,Private,29696,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+41972,66,Private,98837,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45621,37,Private,86150,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,30,United-States,>50K
+96393,34,Private,204991,Some-college,10,Divorced,Exec-managerial,Own-child,White,Male,0,0,44,United-States,<=50K
+25424,45,Private,371886,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,46,United-States,<=50K
+44922,35,Private,103605,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+74686,63,,54851,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+20785,51,Local-gov,133050,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+76959,36,Local-gov,126569,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+45349,25,Federal-gov,144259,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+10854,51,Private,161482,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+98426,25,Self-emp-not-inc,305449,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+3084,19,Private,125010,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+60164,47,Private,304133,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+26678,59,Local-gov,120617,HS-grad,9,Separated,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+55693,34,Private,157747,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+44762,40,Private,297396,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,60,United-States,<=50K
+59156,42,Private,121287,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+3689,28,,308493,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,17,Honduras,<=50K
+90688,37,Private,49115,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+75305,51,Self-emp-inc,208302,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,United-States,>50K
+9294,25,Private,304032,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,36,United-States,<=50K
+71440,31,Federal-gov,207301,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+30407,37,Private,123211,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,44,United-States,>50K
+42990,42,Private,33521,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+92330,29,,410351,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34841,35,Private,410034,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+63236,51,Private,175339,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,47,United-States,>50K
+76384,22,,27937,Some-college,10,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+75447,49,Private,168211,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+79656,26,Private,125680,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,16,Japan,<=50K
+48216,56,Local-gov,160829,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,46,United-States,<=50K
+41975,52,Private,266529,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+62173,61,Self-emp-not-inc,115023,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,,<=50K
+53560,47,State-gov,224149,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+98092,52,Private,150930,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26854,30,Private,343699,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+13048,43,Self-emp-inc,172826,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,55,United-States,>50K
+55090,35,Private,163392,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+2925,17,,103810,12th,8,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+79602,42,Private,213821,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+32708,26,Private,211265,Some-college,10,Married-spouse-absent,Craft-repair,Other-relative,Black,Female,0,0,35,Dominican-Republic,<=50K
+80956,58,Local-gov,160586,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+32251,66,Private,146454,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5556,0,40,United-States,>50K
+14611,30,Private,203277,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+34336,46,Private,309895,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+25848,45,Private,26522,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,35,United-States,>50K
+97819,57,Private,103809,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+52226,25,Private,90291,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+59224,21,State-gov,181761,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,10,United-States,<=50K
+59680,37,Private,35330,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1669,55,United-States,<=50K
+52495,45,Local-gov,135776,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+84337,61,,188172,Doctorate,16,Widowed,,Not-in-family,White,Female,0,0,5,United-States,<=50K
+83657,39,Private,179579,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+27651,42,Private,193626,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,53,United-States,<=50K
+60883,20,Private,108887,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+30650,23,Private,199070,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Male,0,0,16,United-States,<=50K
+76427,25,Private,441591,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+12188,47,Private,185254,5th-6th,3,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,El-Salvador,<=50K
+91761,24,Private,109307,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+59118,20,,81853,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+16389,35,Private,23621,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+46696,44,Local-gov,145178,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,38,Jamaica,>50K
+42646,47,State-gov,30575,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+67722,28,State-gov,130620,11th,7,Separated,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+338,41,Local-gov,22155,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,<=50K
+63583,31,Private,106437,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90051,27,Private,79787,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+19211,47,Private,326857,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+90599,44,Private,81853,HS-grad,9,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+92295,61,Private,120933,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74795,42,Federal-gov,153143,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,Puerto-Rico,<=50K
+64809,46,Private,27669,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+80743,46,Private,105444,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+53705,54,Local-gov,169785,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+19287,49,Private,122493,HS-grad,9,Widowed,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+71634,56,Local-gov,242670,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+67925,52,Private,54933,Masters,14,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+41409,34,Private,209317,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+20079,25,Self-emp-not-inc,282631,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+34387,18,Private,98044,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+37931,58,Private,187487,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+63495,31,State-gov,60186,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40614,29,Private,75648,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+55433,28,Private,201175,11th,7,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78074,30,Private,19302,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+37228,21,,300812,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+54130,44,Private,146659,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,35,United-States,>50K
+62710,75,Private,101887,10th,6,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,70,United-States,<=50K
+99605,66,,117778,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+66401,26,Private,60726,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+19169,33,Self-emp-inc,201763,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+74954,57,Self-emp-inc,119253,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,65,United-States,>50K
+24967,47,Self-emp-not-inc,121124,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,Italy,>50K
+77540,41,Private,220132,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+96283,21,Private,60639,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+87243,17,Private,195262,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,17,United-States,<=50K
+31590,61,,113544,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,<=50K
+5798,47,,331650,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,8,United-States,>50K
+11777,22,Private,100587,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,15,United-States,<=50K
+11148,47,Private,298130,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+93922,45,Private,242391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+10557,32,Self-emp-not-inc,197867,Assoc-voc,11,Divorced,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+72535,59,Private,151977,10th,6,Separated,Priv-house-serv,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+2870,38,Private,277347,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+61617,33,Private,125249,HS-grad,9,Separated,Protective-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+24762,41,Private,222142,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+14973,51,Private,270194,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+78735,42,Private,169995,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+69635,27,Private,359155,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+18920,60,Private,123992,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+90566,64,Local-gov,266080,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+98848,37,Private,201531,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+15324,54,Self-emp-not-inc,179704,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+41166,36,Private,393673,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+19874,34,Private,244147,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+76749,41,Self-emp-not-inc,438696,Masters,14,Divorced,Sales,Unmarried,White,Male,0,0,5,United-States,>50K
+43171,35,Self-emp-not-inc,207568,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,<=50K
+95060,63,Self-emp-inc,54052,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,>50K
+5310,46,Private,187581,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+59442,47,Self-emp-not-inc,77102,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57608,24,Private,353010,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+69432,29,Private,54131,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+41655,74,Federal-gov,39890,Some-college,10,Widowed,Transport-moving,Not-in-family,White,Female,0,0,18,United-States,<=50K
+12655,50,Private,156877,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+60237,22,Private,355686,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95650,48,Private,300168,12th,8,Separated,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+28860,30,Private,488720,9th,5,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+57288,32,Private,157287,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+58160,39,Private,184659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+76978,49,Private,214169,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+13985,25,Private,192149,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+85488,50,Private,137253,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+3622,44,Private,373050,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+81295,65,Private,90377,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,6767,0,60,United-States,<=50K
+38566,28,Federal-gov,183151,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,<=50K
+67001,55,Private,227158,Bachelors,13,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+52769,49,Local-gov,34021,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+45721,31,Private,165148,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,12,United-States,<=50K
+38508,47,Private,211668,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,>50K
+63035,45,Private,358886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+28332,35,Private,47707,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+95465,34,Self-emp-not-inc,306982,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,60,South,<=50K
+81738,49,Local-gov,52590,HS-grad,9,Widowed,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+96923,39,,179352,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+79541,27,Private,158156,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,42,United-States,<=50K
+55615,42,Private,70055,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+61581,60,,131852,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+60736,64,Self-emp-not-inc,177825,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,1055,0,40,United-States,<=50K
+66687,33,Private,127215,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+26412,23,Private,175183,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84039,45,Private,142287,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+2344,34,Private,221324,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+49612,53,Private,227602,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,37,Mexico,<=50K
+30950,22,Private,228452,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+87007,57,State-gov,39380,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+82631,20,,96862,Some-college,10,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+1413,23,Private,336360,7th-8th,4,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+7971,31,Private,257644,11th,7,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+44279,23,State-gov,235853,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,22,United-States,<=50K
+22037,30,Private,270577,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35482,32,Local-gov,222900,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+67205,42,Private,99254,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,>50K
+75273,51,Private,224763,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+91649,59,Self-emp-not-inc,174056,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+49145,36,Private,127306,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+13656,45,Private,339506,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+85418,35,Private,178322,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,>50K
+46941,33,Private,189843,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+35604,43,Private,160815,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+10027,60,Private,207665,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+29324,37,State-gov,160402,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+7335,35,Private,170263,Some-college,10,Never-married,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+48987,36,Private,184659,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,52,United-States,<=50K
+44846,38,Federal-gov,338320,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+61086,54,Private,101017,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43602,51,Private,204322,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+45754,45,Private,241350,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+74584,63,Federal-gov,217994,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+46430,51,Private,128143,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+78369,58,Self-emp-not-inc,164065,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,18,United-States,<=50K
+13780,64,Local-gov,78866,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29029,20,Private,236769,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+61230,44,Federal-gov,239539,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+23132,39,Private,34028,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,48,United-States,<=50K
+9968,45,State-gov,207847,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+22446,44,Private,175935,Doctorate,16,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,55,United-States,>50K
+87556,22,Federal-gov,218445,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22744,63,Self-emp-inc,215833,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+73971,26,Private,156976,Assoc-voc,11,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+47365,42,Self-emp-not-inc,220647,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+5552,20,Private,218343,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+32472,29,Private,241431,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+71691,38,Local-gov,123983,Bachelors,13,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,1741,40,Vietnam,<=50K
+97057,25,Private,73289,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+26731,27,Private,408623,Bachelors,13,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+34456,46,Private,169180,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89827,31,Private,54929,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+19157,24,Private,306779,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,35,United-States,<=50K
+75629,43,Private,159549,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+12018,23,Private,482082,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,21,Mexico,<=50K
+84482,32,Local-gov,286101,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,0,0,37,United-States,<=50K
+1652,44,Private,167955,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+11182,40,Self-emp-not-inc,209040,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+25103,38,Private,105017,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+9001,23,Private,27776,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29347,19,Private,242941,Some-college,10,Never-married,Sales,Own-child,White,Female,0,1602,10,United-States,<=50K
+12746,41,Private,118853,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+6515,48,Private,119565,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64788,23,Private,196827,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1902,40,United-States,<=50K
+90182,47,Private,275361,Assoc-acdm,12,Widowed,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+50483,42,Private,225193,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+49849,17,Private,329783,10th,6,Never-married,Sales,Other-relative,White,Female,0,0,10,United-States,<=50K
+49297,29,Local-gov,107411,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+99748,21,State-gov,258490,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+80176,18,,120243,11th,7,Never-married,,Own-child,White,Male,0,0,27,United-States,<=50K
+93044,31,Private,219509,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,>50K
+29692,27,Local-gov,29174,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+61757,29,Private,40083,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Canada,<=50K
+14402,23,Private,87528,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+60555,41,Private,116379,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,55,Taiwan,>50K
+91005,46,Local-gov,216214,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+15007,34,Private,268051,Some-college,10,Married-civ-spouse,Protective-serv,Other-relative,Black,Female,0,0,25,Haiti,<=50K
+5937,42,Self-emp-not-inc,121718,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+47966,18,Private,201901,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,1719,15,United-States,<=50K
+44609,46,Private,109089,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,37,United-States,<=50K
+45512,18,,346382,11th,7,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+70899,52,Private,284129,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+64243,56,Private,143030,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+75299,21,Private,212619,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+45881,22,Self-emp-not-inc,199011,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,20,United-States,<=50K
+75086,31,Private,118901,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+18618,41,Self-emp-not-inc,129865,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+72092,25,Private,157900,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8506,43,Self-emp-not-inc,349341,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+56504,45,Private,158685,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75861,26,Private,386585,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,60,United-States,<=50K
+73421,90,Private,52386,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+97980,45,Private,246891,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+1043,30,Private,190385,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+73727,42,Private,37869,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61481,20,Private,217807,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+50086,53,Private,149784,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+80263,64,State-gov,201293,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+92035,56,Private,128764,7th-8th,4,Widowed,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+14180,42,Private,27444,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+35107,26,Private,62438,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+9238,31,Local-gov,151726,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+86366,40,Private,29841,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+40979,58,Private,131608,Some-college,10,Widowed,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65233,41,Private,110562,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+27893,58,Self-emp-inc,190541,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,47,United-States,<=50K
+71484,62,State-gov,33142,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+43700,65,Self-emp-inc,139272,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+94986,40,Private,234633,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4200,45,Local-gov,238386,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+48721,22,Private,460835,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,55,United-States,<=50K
+17379,23,,243190,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,20,China,<=50K
+29553,63,Federal-gov,97855,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+19414,39,Private,77146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+75015,37,Private,200863,Some-college,10,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+63048,25,,41107,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,Canada,<=50K
+21344,56,Private,77415,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+36005,32,Private,236770,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+1771,53,Federal-gov,173093,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,1887,40,Philippines,>50K
+43626,32,Private,235124,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70735,23,Self-emp-not-inc,282604,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,60,United-States,>50K
+74928,35,Private,199288,11th,7,Separated,Transport-moving,Not-in-family,White,Male,0,0,90,United-States,<=50K
+66927,51,Private,191659,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,65,United-States,>50K
+55153,19,Private,43285,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+59812,41,Private,160837,11th,7,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+16896,22,Private,230574,10th,6,Never-married,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+87848,23,Private,176178,HS-grad,9,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+98905,36,Private,116358,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+36173,27,,253873,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+84525,45,Private,107787,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,<=50K
+29062,23,Self-emp-not-inc,519627,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+94476,21,Private,191460,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+68538,44,Private,198282,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+16356,29,Private,214858,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+1960,36,Self-emp-not-inc,64875,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,<=50K
+57298,18,Private,675421,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,594,0,40,United-States,<=50K
+24758,62,Self-emp-not-inc,134768,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+76577,25,Federal-gov,207342,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+97608,34,Private,64830,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+57394,31,Private,220066,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,14344,0,50,United-States,>50K
+5064,37,Private,82521,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+43816,33,Private,176711,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,England,<=50K
+42721,22,,217421,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+80437,28,Private,111900,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+64924,22,,196943,Some-college,10,Separated,,Own-child,White,Male,0,0,25,United-States,<=50K
+18020,47,Private,481987,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+42287,67,,184506,11th,7,Married-civ-spouse,,Husband,White,Male,0,419,3,United-States,<=50K
+16131,20,,121313,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+36257,34,Private,158420,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+80915,26,Private,256000,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+66459,36,Private,183892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,44,United-States,>50K
+95420,28,Private,42734,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+55708,22,Private,181773,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+42666,47,Private,184945,Some-college,10,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+2839,33,Private,107248,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+7041,34,Self-emp-inc,215382,Masters,14,Separated,Prof-specialty,Not-in-family,White,Female,4787,0,40,United-States,>50K
+9628,25,Private,122999,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+83829,37,Private,758700,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3781,0,50,Mexico,<=50K
+41633,36,State-gov,166606,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+9052,61,Local-gov,192060,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,30,,<=50K
+61132,74,,340939,9th,5,Married-civ-spouse,,Husband,White,Male,3471,0,40,United-States,<=50K
+25876,57,Private,205708,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+93547,55,Private,67450,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,England,<=50K
+85424,20,Private,242077,HS-grad,9,Divorced,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+83524,43,Private,129573,HS-grad,9,Never-married,Sales,Not-in-family,Black,Female,0,0,44,United-States,<=50K
+85774,54,Private,181132,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,England,>50K
+10148,25,Private,212302,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+25855,42,Private,83411,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+7057,23,,148751,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+3276,17,Private,317681,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,10,United-States,<=50K
+41738,39,,103986,HS-grad,9,Never-married,,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+38832,63,Private,30602,7th-8th,4,Married-spouse-absent,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+64884,19,Private,172893,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+29073,56,Self-emp-inc,211804,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+12290,33,Self-emp-not-inc,312055,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+99389,37,Private,65390,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+57242,27,Private,200500,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+23927,36,Local-gov,241962,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+48008,30,Self-emp-inc,78530,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,Canada,>50K
+86394,22,Private,189950,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,<=50K
+86299,35,Private,111387,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1579,40,United-States,<=50K
+81443,20,Private,241951,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67569,18,Private,343059,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+15076,25,Private,302465,12th,8,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+86472,53,Private,156843,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,54,United-States,>50K
+91576,21,,79728,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+99802,19,Private,55284,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+76583,34,Private,509364,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,30,United-States,<=50K
+95747,32,State-gov,117927,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+74422,20,Private,137651,Some-college,10,Never-married,Machine-op-inspct,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+38911,70,Private,131060,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+47404,57,Private,346963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+58728,54,Private,183611,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3137,0,50,United-States,<=50K
+59861,34,Private,134737,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+17658,48,Private,36503,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59295,42,Private,250121,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+4370,45,Private,330535,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+64177,27,Private,387776,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+12364,51,Private,41474,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+19588,36,Local-gov,318972,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,65,United-States,<=50K
+41916,33,Private,86143,Some-college,10,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+33130,50,Private,181139,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18054,44,Private,326232,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,2547,50,United-States,>50K
+79334,39,Local-gov,153976,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28433,55,Self-emp-not-inc,59469,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+34821,24,Private,127139,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+58897,35,Private,136343,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74750,32,Self-emp-not-inc,350624,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28348,66,,177351,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2174,40,United-States,>50K
+16367,68,Private,166149,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,2206,30,United-States,<=50K
+95257,29,Private,121523,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+15717,24,Self-emp-not-inc,267396,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78889,61,Private,83045,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64260,34,Private,160449,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+41662,55,Self-emp-inc,124137,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,35,Greece,>50K
+46126,20,,287681,Some-college,10,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+76948,41,Private,154194,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+14427,36,Self-emp-not-inc,295127,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+19081,60,Private,240521,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+56199,61,Self-emp-not-inc,244087,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+18399,35,Private,356250,Prof-school,15,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,35,China,<=50K
+45514,42,State-gov,293791,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+44735,26,Private,44308,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45514,44,Local-gov,210527,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35612,31,State-gov,151763,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+50705,39,State-gov,267581,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+75681,20,Private,100188,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,24,United-States,<=50K
+87122,32,Self-emp-inc,111746,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56428,32,Self-emp-not-inc,171091,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+77198,61,Private,355645,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,20,Trinadad&Tobago,<=50K
+45333,54,Local-gov,137678,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+26556,23,Private,70894,Assoc-acdm,12,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+45203,19,Private,171306,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,3,United-States,<=50K
+54228,31,Private,100997,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+95539,35,Private,63921,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+12536,29,Private,32897,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+44372,29,Local-gov,251854,HS-grad,9,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+93550,25,Private,345121,10th,6,Separated,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+42567,46,Private,86220,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36758,35,Private,172845,Assoc-voc,11,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+76133,20,Private,171398,10th,6,Never-married,Sales,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+77101,24,Self-emp-not-inc,174391,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+99465,48,Private,207058,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+74643,37,Private,291251,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84582,60,Self-emp-not-inc,224377,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+38145,39,Private,105813,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52688,29,Local-gov,180916,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+41753,31,Self-emp-not-inc,122749,Assoc-voc,11,Divorced,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+79804,38,Private,31069,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+33380,26,Self-emp-not-inc,284343,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7058,64,Private,319371,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+37252,46,Private,174224,Assoc-voc,11,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+63468,69,,183958,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+51283,39,Private,127772,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3103,0,44,United-States,>50K
+9908,48,Private,80651,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,55,United-States,<=50K
+2612,46,Private,62793,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+81892,42,Private,191712,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+47272,39,Self-emp-not-inc,237532,HS-grad,9,Married-civ-spouse,Sales,Wife,Black,Female,0,0,54,Dominican-Republic,>50K
+47661,50,Federal-gov,20179,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+64880,24,Private,311376,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75871,30,Private,432565,Assoc-voc,11,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,40,Canada,>50K
+54131,39,Self-emp-inc,329980,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,60,United-States,>50K
+13758,29,Self-emp-not-inc,125190,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52826,23,Private,342946,11th,7,Never-married,Transport-moving,Own-child,White,Female,0,0,38,United-States,<=50K
+38218,21,,219835,Assoc-voc,11,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14215,32,Private,123429,10th,6,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17429,69,Self-emp-inc,69209,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3818,0,30,United-States,<=50K
+89546,55,Private,66356,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+44905,41,Private,195897,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+18329,44,Self-emp-inc,153132,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,52,United-States,>50K
+58303,18,Private,230875,11th,7,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12890,74,Self-emp-not-inc,92298,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+97312,40,Private,185145,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87739,27,Private,297296,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83616,75,,164849,9th,5,Married-civ-spouse,,Husband,Black,Male,1409,0,5,United-States,<=50K
+4,55,Private,145214,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83631,52,Self-emp-not-inc,242341,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+18459,54,Private,240542,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+56258,36,Private,104772,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,48,United-States,<=50K
+65406,76,,152802,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+90646,26,Private,181666,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+50196,18,Private,415520,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+43586,38,Private,258761,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+82829,50,Private,88842,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,40,United-States,>50K
+53300,19,,356717,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+72666,32,Private,158438,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+72959,57,Private,206206,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+83189,20,Private,51816,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+26580,27,Private,253814,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13672,31,Self-emp-not-inc,161745,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,1980,60,United-States,<=50K
+64792,60,Private,162947,5th-6th,3,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Puerto-Rico,<=50K
+80009,52,Private,163027,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,50,United-States,<=50K
+70257,61,Private,146788,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+42528,57,Self-emp-not-inc,73309,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,>50K
+52045,19,,143867,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+78599,59,Self-emp-not-inc,104216,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+42451,34,Self-emp-not-inc,345705,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,>50K
+55256,31,Private,133770,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+11917,42,Private,209392,HS-grad,9,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+42956,70,Private,262345,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,6,United-States,<=50K
+7131,47,Private,277545,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+61327,47,,174525,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3942,0,40,,<=50K
+5303,29,Private,490332,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+41991,27,Private,211570,11th,7,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+48868,25,Private,374918,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+16982,51,Private,106728,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,60,United-States,>50K
+45276,28,Private,173649,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,,<=50K
+9469,35,Private,174597,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14222,36,Self-emp-not-inc,233533,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+52276,54,,169785,Masters,14,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89867,46,Private,133169,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87269,52,Private,198824,Assoc-voc,11,Separated,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+52628,65,Private,174056,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+37175,43,Private,188696,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40503,41,Local-gov,90692,HS-grad,9,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+97208,34,Private,271933,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,1741,45,United-States,<=50K
+13656,47,Self-emp-not-inc,102359,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+40027,49,Federal-gov,213668,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,56,United-States,>50K
+91689,21,Private,294789,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+91240,20,Private,157599,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+73975,18,Local-gov,134935,12th,8,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+81498,27,Private,466224,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57568,34,Self-emp-not-inc,111985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+67277,38,Private,264627,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+27320,24,Private,213427,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5892,34,Private,279015,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+19273,47,Private,165937,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+37377,27,Federal-gov,188343,HS-grad,9,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+94400,63,Private,158609,Assoc-voc,11,Widowed,Adm-clerical,Unmarried,White,Female,0,0,8,United-States,<=50K
+78928,34,Private,193036,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+46673,25,Private,198632,Some-college,10,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+20153,54,Private,175912,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Male,914,0,40,United-States,<=50K
+65192,19,,192773,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+8076,35,Private,101387,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+29060,24,Private,60783,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+21548,26,Private,183224,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,35,United-States,<=50K
+71297,59,Local-gov,100776,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45980,43,Private,57600,Doctorate,16,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,,<=50K
+41817,20,Private,174063,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+78959,41,Private,306495,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+86054,51,Private,249741,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65049,27,Private,93021,HS-grad,9,Never-married,Adm-clerical,Unmarried,Other,Female,0,0,40,United-States,<=50K
+14309,36,Private,49626,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+43288,25,Private,63062,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+12212,55,Private,320835,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+53272,22,Local-gov,123727,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,21,United-States,<=50K
+96353,58,State-gov,110517,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,4064,0,40,India,<=50K
+91487,43,Private,149670,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,4064,0,15,United-States,<=50K
+94387,39,Private,172425,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+61658,40,Private,216116,9th,5,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,Haiti,<=50K
+85562,46,Private,174209,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+37918,54,Federal-gov,175083,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+48912,19,Private,129059,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,30,United-States,<=50K
+78747,24,Private,121313,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+2377,53,,181317,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+83392,24,State-gov,166851,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,13,United-States,<=50K
+28164,29,Self-emp-not-inc,29616,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+64414,56,Self-emp-inc,105582,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+58507,54,,124993,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+98887,21,,148509,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+30435,34,Private,230246,9th,5,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+34450,56,Private,117881,11th,7,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59166,34,Private,203408,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+46300,19,Private,446219,10th,6,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+30848,32,Self-emp-inc,110331,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+22867,48,Private,207946,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,52,United-States,<=50K
+57044,67,,45537,Masters,14,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,>50K
+72950,47,Private,188330,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,<=50K
+5381,52,Private,147629,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+74864,40,Private,153799,1st-4th,2,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,0,0,40,Dominican-Republic,<=50K
+55206,28,Private,203776,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+98075,41,Private,168071,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+61912,57,Private,348430,1st-4th,2,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,Portugal,<=50K
+14000,51,Private,103407,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37269,26,,152046,11th,7,Never-married,,Not-in-family,White,Female,0,0,35,Germany,<=50K
+15689,36,Private,153205,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,,<=50K
+1040,33,Private,326104,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1440,46,Private,238162,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+96440,50,Private,221336,HS-grad,9,Divorced,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+34587,33,Private,180656,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+585,77,Self-emp-not-inc,145329,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,401,0,20,United-States,<=50K
+1604,39,Private,315776,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,8614,0,52,United-States,>50K
+68549,67,,150516,HS-grad,9,Widowed,,Unmarried,White,Male,0,0,3,United-States,<=50K
+41248,35,Private,325802,Assoc-acdm,12,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,24,United-States,<=50K
+35365,23,Private,133985,10th,6,Never-married,Craft-repair,Own-child,Black,Female,0,0,40,United-States,<=50K
+22721,37,Private,269329,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,45,United-States,>50K
+61402,41,Private,183203,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+35609,60,Private,76127,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+89798,32,Private,195891,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,55,United-States,<=50K
+19686,56,Federal-gov,162137,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+39894,45,State-gov,37672,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+27326,24,Private,161708,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+17645,18,Private,80616,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,27,United-States,<=50K
+90156,31,Private,209276,HS-grad,9,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,United-States,<=50K
+6071,21,,34443,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+75681,45,Private,192835,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,55,United-States,>50K
+71574,23,Private,203240,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63392,45,State-gov,102308,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44179,18,Private,40829,11th,7,Never-married,Sales,Other-relative,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+40326,25,Private,60726,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,30,United-States,<=50K
+47770,31,State-gov,116677,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+19638,19,Private,57067,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,45,United-States,<=50K
+28147,41,Private,304906,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+41994,74,Private,101590,Prof-school,15,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+4572,27,Private,258102,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+41280,23,Private,241185,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68546,31,Private,124827,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+68603,40,Self-emp-inc,76625,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+18484,41,Federal-gov,263339,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+93100,25,Private,135645,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+17458,42,Private,245626,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+55427,24,Private,210781,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55187,42,Private,235786,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+32294,45,Self-emp-not-inc,160167,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+32947,52,Federal-gov,30731,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+66586,34,Private,314375,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24136,32,Private,81528,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,60,United-States,<=50K
+55972,54,Private,182854,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+44157,42,Federal-gov,296798,11th,7,Never-married,Tech-support,Not-in-family,White,Male,0,1340,40,United-States,<=50K
+52283,32,Private,194426,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+51588,40,,70645,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+61893,55,Self-emp-inc,141807,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+27878,66,,112871,11th,7,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+27086,52,State-gov,71344,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+53864,21,State-gov,341410,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+63499,33,Private,118941,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+20016,52,,159755,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+43566,28,Private,128509,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,,<=50K
+94219,27,Self-emp-not-inc,229125,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98110,42,Local-gov,142756,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+46144,27,Self-emp-inc,243871,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+50213,47,Private,213140,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+37847,19,Private,196857,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1481,46,Private,138626,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72604,55,Self-emp-not-inc,161334,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,25,Nicaragua,<=50K
+32508,50,Private,273536,7th-8th,4,Married-civ-spouse,Sales,Husband,Other,Male,0,0,49,Dominican-Republic,<=50K
+41228,32,Private,115631,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,4101,0,50,United-States,<=50K
+20291,28,Private,185957,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+38983,23,Private,334357,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+12359,43,Private,96102,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39609,34,Private,213226,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+99246,19,Private,115248,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+56645,37,Private,185061,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+17929,27,Private,147638,Bachelors,13,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Hong,<=50K
+88542,18,Private,280298,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+71832,31,Private,163516,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+16987,49,Private,277434,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+87458,26,Federal-gov,206983,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Columbia,<=50K
+64112,48,Private,108993,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+57483,39,Private,288551,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+49557,41,Private,176069,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+77100,48,State-gov,183486,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,56,United-States,>50K
+42849,40,Private,163215,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,10520,0,40,United-States,>50K
+67242,70,Private,94692,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+59282,20,Private,118462,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,43,United-States,<=50K
+10795,38,Private,407068,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,75,Mexico,<=50K
+7879,37,Self-emp-not-inc,243587,Some-college,10,Separated,Other-service,Own-child,White,Female,0,0,40,Cuba,<=50K
+35275,49,Private,23074,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+12431,51,Private,237735,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3103,0,40,United-States,>50K
+87886,43,Private,188291,1st-4th,2,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+4427,38,Private,284166,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+17182,18,,423460,11th,7,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+22100,23,Private,287681,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+42963,34,Private,509364,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28219,62,,139391,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+21375,33,Private,91964,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+45311,31,Private,117526,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,45,United-States,<=50K
+75264,64,Private,91343,Some-college,10,Widowed,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+37498,26,Local-gov,336969,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,28,El-Salvador,<=50K
+51014,55,Private,255364,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+95504,61,Local-gov,167670,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18356,37,Private,211494,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+98539,78,Local-gov,136198,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,15,United-States,<=50K
+71882,27,Federal-gov,409815,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81343,49,Private,188823,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,42,United-States,<=50K
+94773,55,State-gov,146326,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+62853,42,Private,154374,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,58,United-States,<=50K
+27383,22,,216563,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+99134,61,Private,197286,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7042,64,Self-emp-not-inc,100722,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,5,United-States,<=50K
+32895,46,Local-gov,377622,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+78340,24,Private,145964,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74114,27,Private,358636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,70,United-States,<=50K
+23822,47,Private,155489,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,55,United-States,>50K
+24111,18,Private,57413,Some-college,10,Divorced,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+62920,48,Private,320421,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+50332,50,Self-emp-not-inc,174752,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4988,40,State-gov,229364,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+87937,56,Self-emp-not-inc,157486,10th,6,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+61468,34,Private,92682,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+78209,56,Federal-gov,101338,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65235,18,Private,132652,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+58281,21,Private,34616,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+45158,40,Private,218903,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+90294,27,Local-gov,204098,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+24521,52,Self-emp-not-inc,64045,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,45,United-States,>50K
+87840,46,Private,189763,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+25851,23,Private,26248,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+56558,50,Private,92079,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+10188,19,Private,280071,Some-college,10,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,50,United-States,<=50K
+21418,20,Private,224059,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71540,39,Private,185520,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,8614,0,40,United-States,>50K
+96088,24,Private,265567,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+13023,72,Private,106890,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68015,42,State-gov,39586,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+99839,42,Private,153132,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,45,,<=50K
+78031,51,Private,209912,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+45577,39,Private,144169,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+84701,40,Local-gov,50442,Some-college,10,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,2977,0,35,United-States,<=50K
+64943,34,Private,89644,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+49575,19,Private,275889,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Mexico,<=50K
+37948,26,Private,231638,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+30562,45,Local-gov,224474,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,4934,0,50,United-States,>50K
+1321,28,Private,355259,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+70529,30,Federal-gov,68330,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+94591,32,Private,185410,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5062,19,Private,87653,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+65315,21,Private,286853,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+26552,54,Private,96710,HS-grad,9,Married-civ-spouse,Priv-house-serv,Other-relative,Black,Female,0,0,20,United-States,<=50K
+43791,62,Private,160143,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+73033,25,Private,186925,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,2597,0,48,United-States,<=50K
+6867,49,Self-emp-inc,109705,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,32,United-States,<=50K
+97103,32,Private,94235,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+39679,26,Private,225279,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,1602,40,,<=50K
+37306,37,Local-gov,297449,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+4906,58,Private,205896,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+77314,37,Private,93717,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,45,United-States,>50K
+57298,41,Private,194710,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78454,38,Private,236391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+74992,47,State-gov,189123,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+44858,42,Private,358677,HS-grad,9,Divorced,Other-service,Unmarried,Black,Male,0,0,35,United-States,<=50K
+43106,30,State-gov,199539,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,40,United-States,<=50K
+14358,43,Private,128170,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+85896,34,Private,231238,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+62905,57,Private,296152,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Female,594,0,10,United-States,<=50K
+10564,46,Private,166003,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+36897,32,Private,281437,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+84144,20,Private,190231,9th,5,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,11,Nicaragua,<=50K
+77062,47,Private,122026,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+84812,55,,205527,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,20,United-States,<=50K
+88403,53,Self-emp-not-inc,174102,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,Greece,>50K
+99457,43,Private,125461,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+18078,80,Self-emp-not-inc,184335,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+68613,24,Private,211345,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+81949,43,Local-gov,147328,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+84232,22,Private,222993,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+13036,40,Private,225978,Some-college,10,Separated,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+96592,48,Private,121124,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+35010,56,,656036,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+83397,34,,346762,11th,7,Divorced,,Own-child,White,Male,0,0,84,United-States,<=50K
+99060,51,Private,234057,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+6613,24,Federal-gov,306515,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89761,19,Private,116562,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+7107,34,Private,171159,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+42552,24,Private,199011,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+90824,41,Private,443508,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,Canada,>50K
+1596,24,Private,29810,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+90336,22,Local-gov,238831,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+47844,32,Federal-gov,566117,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+41936,41,Private,255044,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+6418,20,Private,436253,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+87134,31,Private,300687,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+82136,55,Private,144071,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+39406,49,State-gov,133917,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1902,60,,>50K
+15181,26,Private,188767,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+63484,27,Self-emp-not-inc,300777,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+68708,35,Private,26987,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53567,40,Private,174395,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,60,Greece,<=50K
+76375,59,Private,90290,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,34,United-States,<=50K
+49150,61,Private,183735,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+33450,31,Private,123273,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+8468,43,Federal-gov,186916,Masters,14,Divorced,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,>50K
+96698,61,Private,43554,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,2339,40,United-States,<=50K
+79132,54,Private,178251,Assoc-acdm,12,Widowed,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+9208,30,Private,255885,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+98453,20,Private,64292,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+26066,27,State-gov,194773,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,Germany,<=50K
+49772,44,Self-emp-inc,133060,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,60,United-States,<=50K
+37654,64,Private,258006,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+71458,55,Private,92215,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86459,34,Private,33945,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,6849,0,55,United-States,<=50K
+80165,61,Private,153048,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+4366,28,Private,192200,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+80327,34,Private,355571,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+30685,47,Self-emp-inc,139268,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+84112,26,Private,34402,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+23568,35,Private,25955,11th,7,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+6115,36,Private,209609,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+32900,47,Private,168283,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+1060,17,Private,295488,11th,7,Never-married,Other-service,Own-child,Black,Female,0,0,25,United-States,<=50K
+89596,35,Private,190895,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+85649,33,Private,164190,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+7936,25,Private,216010,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+78499,18,Private,387568,10th,6,Never-married,Sales,Own-child,White,Male,0,0,10,United-States,<=50K
+39147,47,State-gov,188386,Masters,14,Separated,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+10940,44,Private,174491,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+61845,41,Private,31221,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+97326,30,Private,272451,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68470,53,Self-emp-not-inc,152652,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+30966,53,Private,104413,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+10797,40,Private,105936,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,5013,0,20,United-States,<=50K
+92919,24,Private,379066,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,2205,24,United-States,<=50K
+75472,27,Private,214858,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+47818,50,Private,237735,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,37,Mexico,<=50K
+18837,36,Private,158592,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+84168,41,Private,237321,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,>50K
+87321,41,Private,23646,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17364,31,Private,169240,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46852,32,Federal-gov,454508,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+51910,22,Private,130356,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+56811,22,Private,427686,10th,6,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+60156,18,Local-gov,36411,12th,8,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+16679,39,Private,548510,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,30,United-States,<=50K
+7931,38,Private,187264,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,<=50K
+62079,35,State-gov,140752,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4833,23,Private,325596,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86945,54,Self-emp-not-inc,175804,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+70708,36,Private,107302,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+37667,63,Local-gov,41161,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+41785,39,Private,401832,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+65515,57,Self-emp-not-inc,353808,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+46152,58,Self-emp-inc,349910,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+16913,29,Private,161478,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,<=50K
+72004,17,Private,400225,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+28000,40,Private,367533,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92026,69,Self-emp-not-inc,69306,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+43102,28,Private,270366,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34133,38,Private,103751,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85893,44,Private,75227,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,14084,0,40,United-States,>50K
+47064,45,Local-gov,132563,Prof-school,15,Divorced,Prof-specialty,Unmarried,Black,Female,0,1726,40,United-States,<=50K
+84836,33,State-gov,79580,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+73697,41,Local-gov,344624,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1485,40,United-States,>50K
+17260,37,Self-emp-inc,186359,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,60,United-States,>50K
+3686,50,Private,121685,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+49598,48,Private,75104,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+91669,26,,188343,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+89106,36,Private,246449,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+82072,21,Private,85088,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,37,United-States,<=50K
+94033,37,Private,545483,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+13503,20,State-gov,243986,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+29247,54,Self-emp-not-inc,32778,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+77124,28,Private,369114,HS-grad,9,Separated,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+28156,27,Private,217200,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16860,33,Private,149220,Assoc-voc,11,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+9333,46,,162034,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+30895,28,,157813,11th,7,Divorced,,Unmarried,White,Female,0,0,58,Canada,<=50K
+48120,17,,179715,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+16885,40,Self-emp-not-inc,335549,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,2444,45,United-States,>50K
+83900,47,Private,102308,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+95829,44,Private,367749,1st-4th,2,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,El-Salvador,<=50K
+78366,25,Private,98281,12th,8,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,43,United-States,<=50K
+95403,35,Private,115792,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+14216,29,Private,277788,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,<=50K
+41413,30,Private,103435,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+63959,30,Private,37646,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+26392,56,Self-emp-not-inc,385632,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+99701,25,Self-emp-not-inc,210278,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+12699,28,Private,335357,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+16037,43,Self-emp-not-inc,272165,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26809,47,Local-gov,148995,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+27080,46,Self-emp-not-inc,113434,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41271,41,State-gov,132551,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+17776,38,Federal-gov,115433,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,33,United-States,>50K
+73186,29,Private,227890,HS-grad,9,Never-married,Protective-serv,Other-relative,Black,Male,0,0,40,United-States,<=50K
+97099,25,Private,503012,5th-6th,3,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+62802,56,Private,250873,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+96785,31,Private,407930,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+69641,22,Private,148187,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+16590,31,Private,159322,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+93750,28,Private,334368,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5386,53,Private,196328,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+69225,45,Private,270842,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+7352,71,Private,235079,Preschool,1,Widowed,Craft-repair,Unmarried,Black,Male,0,0,10,United-States,<=50K
+33557,65,,327154,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+73019,39,Private,188391,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+61706,19,Federal-gov,30559,HS-grad,9,Married-AF-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+780,34,Local-gov,255098,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+74337,36,Private,248010,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+6287,40,Private,174515,HS-grad,9,Married-spouse-absent,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+57100,90,Private,171956,Some-college,10,Separated,Adm-clerical,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+55168,56,Private,193130,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+42183,21,Private,108670,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78808,48,Private,186172,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+1190,45,Private,348854,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,27,United-States,<=50K
+32690,46,Private,271828,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+84983,64,Private,148606,10th,6,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+92517,29,Local-gov,123983,Masters,14,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+53845,22,Private,24896,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,30,Germany,<=50K
+49922,47,Private,573583,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,Italy,>50K
+73674,67,Self-emp-inc,106175,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,75,United-States,>50K
+72803,43,Private,307767,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+78710,42,Private,200574,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+28846,31,Private,59083,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1672,50,United-States,<=50K
+55792,53,Private,358056,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+7522,81,Private,114670,9th,5,Widowed,Priv-house-serv,Not-in-family,Black,Female,2062,0,5,United-States,<=50K
+4806,33,Local-gov,262042,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,1138,40,United-States,<=50K
+89778,17,Private,206010,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+77475,55,Self-emp-inc,183869,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,,>50K
+30605,28,Private,159001,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+90906,24,Private,155818,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+33010,40,Private,96055,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+85648,30,Local-gov,131776,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93839,24,Private,228613,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+84087,26,Private,198163,Masters,14,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+46932,38,Private,37028,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,38,United-States,<=50K
+86712,30,Private,177304,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+26016,33,Private,144064,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+42084,40,Private,146659,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+91717,63,Self-emp-not-inc,26904,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,<=50K
+60131,23,Private,238917,7th-8th,4,Never-married,Craft-repair,Other-relative,White,Male,0,0,36,United-States,<=50K
+864,56,Private,170148,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+38377,42,Self-emp-not-inc,27821,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+3390,40,Private,220460,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Canada,<=50K
+97763,49,Private,101320,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,0,1902,40,United-States,>50K
+23341,35,Private,173858,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+95798,52,Private,91048,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Female,0,0,35,United-States,<=50K
+79745,28,Private,298696,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+10927,35,Private,207202,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+44947,21,,230397,Some-college,10,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+17453,43,Self-emp-not-inc,180599,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+58907,32,,199046,Assoc-voc,11,Never-married,,Unmarried,White,Female,0,0,2,United-States,<=50K
+78585,29,Self-emp-not-inc,132686,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,Italy,>50K
+96575,23,Private,240063,Bachelors,13,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,25,United-States,<=50K
+86233,50,Local-gov,177705,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1740,48,United-States,<=50K
+77132,34,Private,511361,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+74998,19,Private,89397,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+39697,47,Private,239439,11th,7,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+37824,37,Self-emp-not-inc,36989,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+66455,25,Private,76978,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,35,United-States,<=50K
+19862,75,Private,200068,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+830,24,Private,454941,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85370,28,State-gov,107218,Bachelors,13,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+34489,17,Local-gov,182070,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+6551,31,Private,176360,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+98238,31,Private,452405,Preschool,1,Never-married,Other-service,Other-relative,White,Female,0,0,35,Mexico,<=50K
+25625,18,,297396,HS-grad,9,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+4175,45,Private,84790,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+36587,31,Private,186787,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,42,United-States,<=50K
+75381,27,Private,169662,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+55750,48,Private,125933,Some-college,10,Widowed,Exec-managerial,Unmarried,Black,Female,0,1669,38,United-States,<=50K
+14064,22,,35448,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,22,United-States,<=50K
+33429,34,Private,225548,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,30,United-States,<=50K
+67979,26,Private,240842,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13869,53,Private,103931,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+65141,60,Private,232618,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+79452,49,Local-gov,288548,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+9889,40,Private,220609,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50055,48,Self-emp-inc,26145,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+83511,23,Private,268525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75902,68,,133758,7th-8th,4,Widowed,,Not-in-family,Black,Male,0,0,10,United-States,<=50K
+49010,42,Private,121264,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+69037,37,Self-emp-not-inc,29814,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,85,United-States,<=50K
+92914,27,Private,193701,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,45,United-States,<=50K
+44083,38,Private,183279,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+2862,27,Private,163942,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,Ireland,<=50K
+73610,75,Private,188612,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41916,49,Self-emp-inc,102771,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+22035,27,Private,85625,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+26122,36,Self-emp-not-inc,245090,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+21141,36,Private,131239,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,45,United-States,>50K
+19736,35,Private,182074,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+46186,36,Private,187046,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+49600,53,Private,90624,11th,7,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+44570,27,Private,37933,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+46833,34,Private,182177,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,35,United-States,<=50K
+24173,61,Private,716416,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+30931,29,Private,190562,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,56,United-States,<=50K
+28716,40,State-gov,141583,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+78028,37,Private,98941,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+55905,22,Private,201729,9th,5,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,30,United-States,<=50K
+96451,43,Self-emp-inc,175485,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+57625,55,Self-emp-not-inc,149168,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+32235,28,Private,115971,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+91322,23,Private,161708,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+51325,64,Local-gov,244903,11th,7,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+38190,46,Private,155664,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87856,29,Private,112754,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+95621,44,Private,178385,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,48,India,<=50K
+10789,20,Private,44064,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+26387,62,Self-emp-not-inc,120939,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2238,49,Private,165134,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,35,Columbia,<=50K
+61586,29,Private,100405,10th,6,Married-civ-spouse,Farming-fishing,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+66898,35,Self-emp-not-inc,361888,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Japan,<=50K
+94549,39,Local-gov,167864,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+45342,39,Private,202950,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+53122,37,Private,218188,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,32,United-States,<=50K
+56576,38,Private,234962,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2829,0,30,Mexico,<=50K
+33089,72,,177226,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+78589,31,Private,259931,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+21846,55,Private,189528,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+84657,38,Private,34996,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+76003,33,Private,112584,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+59167,25,Private,117589,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69036,19,,145234,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+9815,37,Private,267086,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,52,United-States,<=50K
+45613,49,Private,44434,Some-college,10,Divorced,Tech-support,Other-relative,White,Male,0,0,35,United-States,<=50K
+20608,26,Private,96130,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+51627,35,Private,181382,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+55121,44,Self-emp-inc,168845,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,60,United-States,<=50K
+29672,37,Private,271767,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+23643,42,Private,194636,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+45904,64,State-gov,194894,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,4787,0,40,United-States,>50K
+35982,28,Private,132686,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+95559,35,Self-emp-not-inc,185848,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+8348,40,State-gov,184378,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+73062,55,Federal-gov,270859,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+95590,21,Private,231866,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+78746,49,Private,36032,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+65621,51,State-gov,172962,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+20886,57,Private,98350,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,1902,40,Philippines,>50K
+17717,51,Private,24185,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+43524,38,Private,53930,10th,6,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,,<=50K
+19816,24,Private,85088,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,1762,32,United-States,<=50K
+4872,45,Self-emp-not-inc,94962,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,<=50K
+54070,28,Private,480861,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+99906,42,Self-emp-inc,187702,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,60,United-States,>50K
+65094,22,Private,52262,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16971,28,State-gov,52636,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+12752,60,Private,175273,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+80239,31,Private,327825,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,2238,40,United-States,<=50K
+88180,47,Private,125892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,>50K
+73501,40,,78255,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+91267,30,Private,398827,HS-grad,9,Married-AF-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,<=50K
+51040,61,Private,208919,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+44321,71,Local-gov,365996,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,6,United-States,<=50K
+36133,42,Private,307638,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+6225,44,Local-gov,33068,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+70346,46,Self-emp-not-inc,254291,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+33700,50,Local-gov,125417,Prof-school,15,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,52,United-States,>50K
+83429,27,State-gov,28848,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,9,United-States,<=50K
+73429,40,,273425,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+5796,21,Private,194723,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,Mexico,<=50K
+20782,25,Private,195118,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,35,United-States,<=50K
+500,61,Private,123273,5th-6th,3,Divorced,Transport-moving,Not-in-family,White,Male,0,1876,56,United-States,<=50K
+31053,54,Private,220115,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+52122,31,Private,265706,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70469,53,Self-emp-not-inc,279129,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+22407,39,Self-emp-inc,122742,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+61436,57,Self-emp-inc,172654,Prof-school,15,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,50,United-States,>50K
+47630,48,Private,119199,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,44,United-States,<=50K
+36156,30,Private,107793,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,>50K
+40548,35,Private,237943,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+70057,42,Self-emp-not-inc,64632,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+38430,34,Self-emp-not-inc,96245,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+43847,59,Private,361494,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+73405,69,Local-gov,122850,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+61890,29,Private,173652,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+96125,40,Private,164663,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+32834,21,Private,98678,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+2345,40,Private,245529,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88734,43,Private,55294,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80898,36,Private,140583,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8680,41,Private,79797,HS-grad,9,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+23486,72,,113044,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+3045,20,Private,283499,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+44462,41,Local-gov,51111,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76269,34,Private,232475,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+29417,48,Private,176140,11th,7,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+2581,27,Private,301654,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+44177,35,Private,376455,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+14886,28,,192569,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+11338,27,Private,229803,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+64436,20,Private,337639,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+10961,18,Private,130849,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+43202,32,Private,296282,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+20812,38,Private,266645,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+85177,23,State-gov,110128,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+27586,28,Private,90196,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+81774,40,State-gov,40024,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+50482,35,Private,144322,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+77529,74,Self-emp-inc,162340,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+97893,28,Private,169069,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+47852,23,Private,113601,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+96723,20,Self-emp-not-inc,157145,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,2258,10,United-States,<=50K
+90832,44,Private,111275,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,56,United-States,<=50K
+77847,46,Local-gov,102076,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+36048,20,,182117,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+96224,51,Self-emp-not-inc,145409,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+53219,40,Private,190122,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33440,48,Private,331482,Prof-school,15,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+26963,60,Self-emp-not-inc,170114,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,84,United-States,<=50K
+13135,48,Self-emp-inc,193188,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+49103,46,Local-gov,267588,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,70,United-States,<=50K
+89458,48,Self-emp-inc,200471,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+10124,22,,175586,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,35,United-States,<=50K
+87043,24,Local-gov,322658,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73791,45,State-gov,263982,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+23131,18,Private,266287,12th,8,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+56593,39,Private,278187,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+6794,65,Self-emp-inc,81413,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2352,65,United-States,<=50K
+19620,22,Private,221745,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+82323,20,Private,140764,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+60982,28,Private,206351,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+68294,46,Private,176814,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+65771,42,Local-gov,245307,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,48,United-States,>50K
+34489,61,State-gov,124971,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+56958,28,Private,119545,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,White,Male,7688,0,50,United-States,>50K
+91336,18,Private,179203,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+9811,24,Federal-gov,44075,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+73200,45,Private,178319,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,56,United-States,>50K
+69013,24,Private,219754,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+55035,44,Private,198316,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+30073,20,Private,168165,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+85992,35,Private,356838,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,2829,0,55,Poland,<=50K
+46660,52,Self-emp-inc,210736,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+90397,25,Private,173212,Assoc-acdm,12,Never-married,Farming-fishing,Not-in-family,White,Male,2354,0,45,United-States,<=50K
+15884,19,Private,130431,5th-6th,3,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,36,Mexico,<=50K
+83607,35,,169809,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+93598,54,Private,197481,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+69037,21,Private,155066,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+15468,26,Private,31290,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+31147,42,Private,54102,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+87425,19,Private,181546,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+9483,55,Private,153484,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+67477,44,State-gov,351228,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+19515,25,Private,131976,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+53765,26,Private,200639,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25534,64,Federal-gov,267546,Assoc-acdm,12,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+59279,41,Private,179875,11th,7,Divorced,Other-service,Unmarried,Other,Female,0,0,40,United-States,<=50K
+99499,25,,237865,Some-college,10,Never-married,,Own-child,Black,Male,0,0,40,,<=50K
+75337,43,Private,300528,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+56507,45,Private,67716,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,10520,0,48,United-States,>50K
+74521,48,Federal-gov,326048,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+32401,60,Private,191188,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+28792,45,Self-emp-not-inc,32172,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91054,51,Private,252903,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+83105,37,Federal-gov,334314,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+32859,22,Private,83704,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+3233,44,Private,160574,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,>50K
+26935,27,Private,203776,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+23478,47,Local-gov,328610,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88816,32,Private,295589,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1977,40,United-States,>50K
+3256,40,Private,174373,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+27471,41,Private,247752,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+58292,32,,199244,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80143,26,Private,139992,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63404,47,Private,95680,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+13278,55,Self-emp-inc,189933,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+9746,38,Private,498785,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+51743,24,State-gov,177526,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+90678,64,Self-emp-not-inc,150121,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,>50K
+41924,56,Federal-gov,130454,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+16007,41,Private,119079,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,49,United-States,>50K
+90415,33,Private,220939,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+68766,33,Private,94235,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,42,United-States,>50K
+38091,21,Private,305874,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+13468,59,Local-gov,62020,HS-grad,9,Widowed,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+9040,58,Private,235624,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Germany,>50K
+51977,43,Local-gov,247514,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+85871,21,Private,275726,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+63143,45,Private,72896,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56166,53,Local-gov,110510,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+96452,41,Private,173938,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,,>50K
+84524,27,Private,200641,10th,6,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,Mexico,<=50K
+83808,53,Private,211654,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,,>50K
+13130,38,Private,242720,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+18107,31,Private,111567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+80228,41,Private,179533,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+52963,22,State-gov,334693,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+78934,43,Self-emp-not-inc,198096,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+24831,41,State-gov,355756,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26934,27,Private,19395,Some-college,10,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,35,United-States,<=50K
+68491,41,Local-gov,242586,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+3991,36,Private,208358,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,99999,0,45,United-States,>50K
+46852,49,Private,160647,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+76319,20,Private,227943,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+57841,58,Self-emp-not-inc,197665,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+88309,35,Self-emp-not-inc,216129,12th,8,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+9912,30,Local-gov,326104,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+75864,21,Private,57211,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+61483,29,Private,100219,Assoc-acdm,12,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+85569,40,Private,291192,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57538,54,State-gov,93415,Bachelors,13,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,>50K
+13563,35,Private,191502,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+72947,35,Private,261382,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+22787,40,Private,170230,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,40,,<=50K
+2751,59,Private,374924,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+45798,43,Self-emp-inc,320984,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+65371,39,Private,338320,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+12957,51,Private,135190,7th-8th,4,Separated,Machine-op-inspct,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+67818,71,Private,157909,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,2964,0,60,United-States,<=50K
+72239,33,Private,637222,12th,8,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81447,28,Private,430084,HS-grad,9,Divorced,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+19456,30,Private,125279,HS-grad,9,Married-spouse-absent,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+30218,20,Private,221955,5th-6th,3,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,0,0,40,Mexico,<=50K
+97217,51,Self-emp-inc,180195,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+13037,39,Private,208778,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+62607,62,Private,81534,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+53517,37,Private,325538,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,60,,<=50K
+7363,28,Private,142264,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,Dominican-Republic,<=50K
+80439,23,Private,128604,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,48,South,<=50K
+87911,39,Private,277886,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+90223,50,Self-emp-inc,100029,Bachelors,13,Widowed,Sales,Unmarried,White,Male,0,0,65,United-States,>50K
+17460,31,Private,169269,7th-8th,4,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+67124,45,Local-gov,160472,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+68743,23,,123983,Bachelors,13,Never-married,,Own-child,Other,Male,0,0,40,United-States,<=50K
+37960,47,Private,297884,10th,6,Widowed,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4367,59,Private,99131,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,18,United-States,<=50K
+10221,32,Private,44392,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+16833,82,,29441,7th-8th,4,Widowed,,Not-in-family,White,Male,0,0,5,United-States,<=50K
+5921,49,Private,199029,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,55,United-States,>50K
+56102,74,Federal-gov,181508,HS-grad,9,Widowed,Other-service,Not-in-family,White,Male,0,0,17,United-States,<=50K
+92528,22,Private,190625,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+37779,32,Private,194740,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,Greece,<=50K
+43932,34,Private,27380,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+79725,59,Private,160631,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+36764,36,Private,224531,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+39964,59,Private,283005,11th,7,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+93315,47,Self-emp-inc,101926,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+10330,53,Local-gov,135102,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,2002,45,United-States,<=50K
+5257,25,Self-emp-not-inc,113436,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+54964,44,Private,248973,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,65,United-States,<=50K
+83371,57,Self-emp-not-inc,225334,Prof-school,15,Married-civ-spouse,Sales,Wife,White,Female,15024,0,35,United-States,>50K
+99569,42,Self-emp-not-inc,157562,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1902,80,United-States,>50K
+1054,58,Local-gov,310085,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+12530,39,Private,129597,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3464,0,40,United-States,<=50K
+97594,32,,53042,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+65051,45,Private,204205,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+17142,47,Private,169324,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,35,United-States,>50K
+87757,52,,134447,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+39301,56,Self-emp-not-inc,236731,1st-4th,2,Separated,Exec-managerial,Not-in-family,White,Male,0,0,25,,<=50K
+61110,52,Private,141301,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12853,34,Private,235124,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+92148,36,Self-emp-not-inc,367020,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+29763,41,Private,149102,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Poland,<=50K
+95681,30,Private,423770,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,Mexico,<=50K
+45296,44,Private,211759,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+79448,17,,110998,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+12040,34,Private,56883,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+92277,41,Private,223062,Some-college,10,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+88327,29,Private,406662,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22228,25,Private,206600,9th,5,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,48,Mexico,<=50K
+57351,42,Local-gov,147510,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+5419,48,Private,235646,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+86431,26,Private,187577,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+58733,64,Self-emp-inc,132832,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,20051,0,40,,>50K
+72054,46,Self-emp-inc,278322,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+90538,38,Private,278924,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+50879,49,State-gov,203039,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+8420,23,Private,145651,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+37884,46,Local-gov,144531,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+86978,30,Private,91145,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,55,United-States,<=50K
+13913,49,Self-emp-not-inc,211762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+18740,47,,111563,Assoc-voc,11,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50301,44,Private,180985,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+63446,31,Private,207537,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,1669,50,United-States,<=50K
+50161,19,Private,417657,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+63414,45,Private,189890,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,38,United-States,<=50K
+75817,34,Private,223212,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,40,Peru,>50K
+27984,26,Private,108658,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68166,38,Self-emp-not-inc,190023,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+46176,31,Private,222130,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+37559,36,Self-emp-inc,164866,Assoc-acdm,12,Separated,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+52103,31,Private,170983,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+93600,30,Private,186269,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+68803,37,Private,286026,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+59692,30,Private,403433,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,>50K
+55872,21,,224209,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,0,0,30,United-States,<=50K
+60669,73,Private,123160,10th,6,Widowed,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+65215,38,Federal-gov,99527,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47019,30,Private,123178,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39956,33,Private,231043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+90157,52,Local-gov,317733,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+49212,58,Private,241056,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,46,United-States,<=50K
+64300,34,Local-gov,220066,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+77504,35,Private,180342,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38506,59,Federal-gov,31840,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+13550,45,Private,183168,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+91743,27,Private,386036,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,<=50K
+54799,31,Local-gov,446358,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,Mexico,>50K
+71786,45,Private,28035,Some-college,10,Never-married,Farming-fishing,Other-relative,White,Male,0,0,50,United-States,<=50K
+45197,40,Private,282155,HS-grad,9,Separated,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+53646,27,Private,192384,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+23760,19,Private,383637,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+18621,29,Private,457402,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+84273,34,Self-emp-inc,80249,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+63475,32,State-gov,159537,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65119,49,Private,240859,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,<=50K
+44466,33,Private,83446,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+77927,74,,29866,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+72488,62,Private,185503,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+67038,39,Self-emp-not-inc,68781,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+11440,43,Private,220589,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+62770,22,Private,51136,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,60,United-States,<=50K
+87920,24,Private,54560,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+97557,76,,28221,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,Canada,>50K
+84958,25,Private,201413,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+87374,19,Private,40425,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,28,United-States,<=50K
+18595,31,Private,189461,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,41,United-States,<=50K
+15684,53,Private,200576,11th,7,Divorced,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+52114,61,Private,92691,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,3,United-States,<=50K
+4636,47,Private,664821,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,El-Salvador,<=50K
+24593,37,Private,175130,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+95997,50,Self-emp-not-inc,391016,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+84041,27,Private,249315,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,44,United-States,<=50K
+66222,58,Private,111169,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25535,43,Private,334946,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+28672,39,Private,352248,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+35171,36,Private,173804,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+73299,56,Private,155449,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+27196,26,Private,73689,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+78812,23,Private,227594,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,38,United-States,<=50K
+3202,47,Private,161676,11th,7,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+66586,68,Private,75913,12th,8,Widowed,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+40483,47,Local-gov,242552,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+14230,45,Federal-gov,352094,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,7688,0,40,Guatemala,>50K
+34023,26,Private,159732,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+41255,20,Private,131230,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,1590,40,United-States,<=50K
+12969,46,Private,180695,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+86381,37,Private,189922,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+33035,37,Private,409189,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+7975,43,Private,111252,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,42,United-States,<=50K
+704,59,Private,294395,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+65450,39,Private,172718,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+91307,32,Private,43403,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Female,0,1590,54,United-States,<=50K
+30492,63,Private,111963,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,16,United-States,<=50K
+75747,45,Private,247869,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+85361,59,Private,114032,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+33003,36,,356838,12th,8,Never-married,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+63833,26,Private,179633,HS-grad,9,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+89767,34,Private,19847,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+7967,41,Private,231689,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21244,26,Private,209942,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+82680,53,Private,197492,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54613,33,Private,262439,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+24483,46,Private,283037,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+94579,79,,144533,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+55570,31,Private,83446,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+87390,24,Private,215443,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85818,57,Local-gov,268252,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,62,United-States,<=50K
+19997,40,Private,181015,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,47,United-States,<=50K
+78706,41,Self-emp-inc,139916,Assoc-voc,11,Married-civ-spouse,Sales,Husband,Other,Male,0,2179,84,Mexico,<=50K
+35717,20,Private,195770,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,26,United-States,<=50K
+39864,45,Private,125194,11th,7,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+71833,27,Private,58654,Assoc-voc,11,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+94285,36,Private,252327,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+57957,30,Private,116508,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,<=50K
+11917,36,Private,166988,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+30839,25,Private,374163,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,Other,Male,0,0,40,Mexico,<=50K
+53783,30,,96851,Some-college,10,Never-married,,Not-in-family,White,Female,0,1719,25,United-States,<=50K
+69308,31,Private,196788,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+96729,49,Private,186172,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,45,United-States,>50K
+60189,26,Private,245628,11th,7,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,20,United-States,<=50K
+93400,25,Private,159732,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94194,29,Private,129856,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+24253,24,Private,182812,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,3325,0,52,Dominican-Republic,<=50K
+99165,41,Private,314322,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+81903,35,Private,102976,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+44795,57,Self-emp-inc,42959,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+92945,21,Private,256356,11th,7,Never-married,Priv-house-serv,Other-relative,White,Female,0,0,40,Mexico,<=50K
+97602,29,Private,136277,10th,6,Never-married,Other-service,Own-child,Black,Female,0,0,32,United-States,<=50K
+32611,36,Private,284616,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+38114,20,Private,185554,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+1807,51,Private,138847,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46694,39,Private,33487,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+57786,36,Private,84306,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,50,United-States,<=50K
+96056,40,Self-emp-not-inc,223881,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+7189,61,Private,149653,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+56976,38,Private,348739,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+72419,20,,235442,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+72405,21,Private,34506,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+99592,40,Private,346964,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+97732,46,Private,192208,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+3899,21,Private,305874,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,United-States,<=50K
+87952,35,Self-emp-not-inc,462890,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,<=50K
+28245,39,Private,89508,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+37005,38,Self-emp-not-inc,200153,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+3339,30,Private,179446,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+73705,28,Private,208965,9th,5,Never-married,Machine-op-inspct,Unmarried,Other,Male,0,0,40,Mexico,<=50K
+53975,32,Private,40142,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47172,46,Self-emp-not-inc,57452,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+90903,40,Private,327573,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83597,47,Private,151267,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,15024,0,40,United-States,>50K
+69112,44,Private,265266,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+16228,38,Private,203836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3464,0,40,Columbia,<=50K
+89176,51,,163998,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Male,0,0,20,United-States,>50K
+33624,46,Self-emp-not-inc,28281,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+23468,51,Private,293196,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,Iran,>50K
+81894,45,Private,214627,Doctorate,16,Widowed,Prof-specialty,Unmarried,White,Male,15020,0,40,Iran,>50K
+64119,20,Private,368852,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+69678,44,Private,353396,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+17815,33,Private,161745,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+59759,18,Private,97963,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+77488,61,Self-emp-inc,156542,Prof-school,15,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+61805,50,State-gov,198103,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72029,47,Federal-gov,55377,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+84315,34,Private,173730,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+49844,53,Private,374588,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+60005,39,Self-emp-not-inc,174330,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18710,58,Private,78141,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+30514,66,,190324,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,18,United-States,<=50K
+96584,26,Private,31350,11th,7,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+18448,41,Private,243607,5th-6th,3,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+30169,47,Local-gov,134671,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+99328,31,Private,197023,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+96621,52,Private,117674,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+85234,29,Private,169815,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+24115,43,Private,598606,9th,5,Separated,Handlers-cleaners,Unmarried,Black,Female,0,0,50,United-States,<=50K
+11591,42,Federal-gov,122861,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46696,35,Private,166235,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+21455,41,Private,187821,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2885,0,40,United-States,<=50K
+85803,34,Private,340940,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,60,United-States,>50K
+89194,52,Self-emp-not-inc,194791,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68069,61,Private,231323,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95352,39,Local-gov,305597,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+16435,19,Private,25429,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+37458,46,State-gov,192779,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+5688,39,Private,346478,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+6081,22,Private,341368,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+96681,30,State-gov,295612,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98446,40,Private,168936,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+55896,43,Private,218558,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+83659,37,Private,336598,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,36,Mexico,<=50K
+93353,23,Private,308205,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+97520,39,Local-gov,357173,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,59,United-States,<=50K
+74974,54,Private,457237,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+83332,46,Self-emp-inc,284799,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+49751,20,Private,179423,Some-college,10,Never-married,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+58374,50,Self-emp-not-inc,363405,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,50,United-States,>50K
+91360,17,Private,139183,10th,6,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+18591,36,Private,203482,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+24635,37,Private,112554,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+92081,53,Private,99476,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+83922,50,Private,93690,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+46141,38,Private,220585,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89553,63,Self-emp-not-inc,194638,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,<=50K
+74731,53,Private,154785,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+86569,40,,162108,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+65821,23,Self-emp-inc,214542,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+99795,20,Private,161922,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,43,United-States,<=50K
+19347,46,Private,207940,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+3543,28,Private,259351,10th,6,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+64051,59,Private,208395,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+53061,41,Private,116391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+38628,33,Private,239781,Preschool,1,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+54612,56,Private,174351,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+44125,50,Self-emp-not-inc,44368,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,55,El-Salvador,>50K
+20007,31,Local-gov,188798,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+18121,41,Private,50122,Assoc-voc,11,Divorced,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+5650,38,Private,111398,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+11982,25,State-gov,152035,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+15789,18,,139003,HS-grad,9,Never-married,,Other-relative,Other,Female,0,0,12,United-States,<=50K
+75927,49,Local-gov,249289,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+55575,39,Private,257726,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+57751,22,,113175,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+45967,21,Private,151158,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,25,United-States,<=50K
+93281,35,Private,465326,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+941,21,,356772,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+71022,38,Private,364782,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+80074,55,Private,198385,7th-8th,4,Widowed,Other-service,Unmarried,White,Female,0,0,20,,<=50K
+52374,31,Private,329301,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+24985,17,Self-emp-inc,254859,11th,7,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+84451,31,Private,203488,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,50,United-States,>50K
+10211,25,Local-gov,222800,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56851,39,Private,96452,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+90067,50,Private,170050,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+5242,38,Local-gov,116580,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+48169,50,Private,400004,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+98503,63,Private,183608,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+31454,31,Private,194055,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+69686,23,Private,210443,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+17983,18,Private,43272,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+78428,43,Local-gov,108945,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,48,United-States,<=50K
+66449,34,Private,114691,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+50437,18,Private,304169,11th,7,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+20895,46,Private,503923,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,4386,0,40,United-States,>50K
+57986,35,Private,340428,Bachelors,13,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,>50K
+67698,46,State-gov,106705,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+78295,59,Private,146391,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+19023,31,Private,235389,7th-8th,4,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,30,Portugal,<=50K
+40997,27,Private,39665,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,37,United-States,<=50K
+55172,41,Private,113823,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,England,<=50K
+90637,42,Private,217826,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,,<=50K
+15607,55,Private,349304,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+49825,34,,197688,HS-grad,9,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+42487,44,Private,54507,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39060,26,Private,117833,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1669,50,United-States,<=50K
+99967,36,Private,163396,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+56392,69,Private,88566,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,1424,0,35,United-States,<=50K
+90174,33,Private,323619,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+79092,30,Private,75755,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+31520,35,Private,148903,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,16,United-States,>50K
+37542,25,Private,40915,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+11676,21,Private,182606,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,,<=50K
+37619,18,Private,131033,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,15,United-States,<=50K
+3569,35,Self-emp-not-inc,168475,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+33451,20,Private,121568,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+80006,26,Private,139098,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+19543,46,Private,357338,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+92530,31,Private,283268,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+45484,40,Private,572751,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,Mexico,>50K
+64209,40,Private,315321,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,625,52,United-States,<=50K
+12933,31,Private,120461,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45841,32,Self-emp-not-inc,65278,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+27755,23,Self-emp-not-inc,208503,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+6406,25,Local-gov,112835,Masters,14,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27401,37,Private,265038,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+84538,18,Private,89478,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+66635,55,Private,276229,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+91104,52,Private,366232,9th,5,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,Cuba,<=50K
+41613,26,Private,152035,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+69982,37,Private,205339,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,>50K
+49907,39,Private,75995,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+17297,62,Self-emp-not-inc,192236,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+78050,19,,188618,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+94232,47,Private,229737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+93892,51,Local-gov,199688,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+37319,55,Private,52953,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+32156,30,Private,221043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+73144,59,Federal-gov,115389,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+83670,45,Self-emp-not-inc,204205,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+24304,52,Private,338816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+84374,21,Private,197387,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+27712,31,Private,42485,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+91915,29,Private,367706,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+91797,24,Private,102493,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+50469,17,Private,263746,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+76599,47,Private,115358,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+82556,46,Private,189680,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+32942,32,,282622,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,28,United-States,<=50K
+64770,34,Private,127651,10th,6,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,44,,<=50K
+19551,63,Private,230823,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+63289,21,Private,300812,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+55607,18,Private,174732,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,36,United-States,<=50K
+96864,49,State-gov,183710,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+51149,81,Self-emp-not-inc,137018,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+52002,36,Self-emp-inc,213008,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+22364,47,Private,357848,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+23137,36,Private,165799,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+18396,39,Self-emp-not-inc,188571,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+6322,46,Private,97883,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+7394,43,Local-gov,105862,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,40,United-States,>50K
+64047,39,Local-gov,57424,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+32176,29,Private,151476,Some-college,10,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61914,23,Private,129583,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,16,United-States,<=50K
+50938,57,Private,180920,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+59500,38,Self-emp-not-inc,182416,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,42,United-States,<=50K
+18297,25,Private,251915,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+25052,39,Local-gov,187127,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+12974,24,Private,69045,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+55148,56,Private,192869,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,44,United-States,>50K
+58244,39,Private,74163,12th,8,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92347,23,Private,60847,Assoc-voc,11,Never-married,Sales,Unmarried,White,Female,0,0,60,United-States,<=50K
+15933,17,,213055,11th,7,Never-married,,Not-in-family,Other,Female,0,0,20,United-States,<=50K
+3336,67,Self-emp-not-inc,116057,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,3273,0,16,United-States,<=50K
+58763,41,Private,82393,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,<=50K
+59325,24,Local-gov,134181,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+19002,51,Private,159910,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Male,10520,0,40,United-States,>50K
+53090,30,Self-emp-inc,117570,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+58574,47,Self-emp-inc,214169,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,40,United-States,>50K
+10511,56,Private,56331,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,32,United-States,<=50K
+57738,51,Private,35576,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+92469,57,Self-emp-not-inc,149168,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+1019,34,Private,157165,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+15321,24,Private,278130,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17735,57,Private,257200,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+75603,38,Private,283122,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+49847,23,Private,580248,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46701,35,Private,230054,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+12023,58,Private,519006,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+10775,19,,37332,HS-grad,9,Never-married,,Own-child,White,Female,1055,0,12,United-States,<=50K
+63388,19,,365871,7th-8th,4,Never-married,,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+71716,68,State-gov,235882,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2377,60,United-States,>50K
+84046,43,Private,336513,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+58118,17,Private,115551,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+69311,53,State-gov,50048,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+69685,37,Self-emp-inc,382802,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,99,United-States,>50K
+64066,21,,180303,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Male,0,0,25,,<=50K
+15641,63,Private,106023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+37576,31,Private,332379,Some-college,10,Married-spouse-absent,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+6928,29,Private,95465,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+53809,43,Local-gov,96102,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+24558,27,Private,36440,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,65,United-States,>50K
+5163,25,Self-emp-not-inc,209384,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,32,United-States,<=50K
+26900,28,Private,50814,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83998,54,Private,143865,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+91310,74,,104661,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+9303,31,Local-gov,50442,Some-college,10,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,0,0,32,United-States,<=50K
+42873,23,Private,236601,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,48,United-States,<=50K
+48778,19,Private,100999,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+51786,39,,362685,Preschool,1,Widowed,,Not-in-family,White,Female,0,0,20,El-Salvador,<=50K
+20649,61,Self-emp-not-inc,32423,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,22040,0,40,United-States,<=50K
+40688,59,,154236,HS-grad,9,Married-civ-spouse,,Wife,White,Female,7688,0,40,United-States,>50K
+87024,27,Self-emp-inc,153546,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,36,United-States,>50K
+7107,19,Private,182355,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+32688,23,,191444,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+34245,25,Local-gov,44216,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+5401,40,Private,97688,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+97882,53,Private,209022,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+66563,32,Private,96016,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+11382,72,Self-emp-not-inc,52138,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2392,25,United-States,>50K
+47997,61,Private,159046,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+6067,42,Private,138634,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+31894,17,Private,130125,10th,6,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Female,1055,0,20,United-States,<=50K
+10406,73,Private,247355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,Canada,<=50K
+6935,41,Self-emp-not-inc,227065,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7003,23,Private,244771,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,20,Jamaica,<=50K
+50292,23,Private,215616,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Canada,<=50K
+33451,65,Private,386672,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,15,United-States,<=50K
+63218,45,Self-emp-inc,177543,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+54617,52,Federal-gov,617021,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Black,Male,7688,0,40,United-States,>50K
+95652,24,Local-gov,117109,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,27,United-States,<=50K
+92308,23,Private,373550,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25398,30,Private,19847,Some-college,10,Divorced,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+33457,26,Private,189590,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47502,37,Self-emp-not-inc,58343,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,56,United-States,<=50K
+71276,17,Private,354201,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+74027,31,Private,119422,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+36275,52,Private,363405,HS-grad,9,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+79293,63,Private,181863,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,27,United-States,<=50K
+13991,27,Private,194472,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,60,United-States,<=50K
+76956,31,Private,247328,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,40,Mexico,<=50K
+34238,71,Self-emp-not-inc,130731,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+63796,35,Private,236910,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+39577,44,Private,378251,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,<=50K
+35735,36,Private,120760,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+96311,22,Private,203182,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,0,20,United-States,<=50K
+67732,32,Private,130304,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,48,United-States,<=50K
+46522,30,Local-gov,352542,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+18196,60,,191024,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+30228,25,Private,197728,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+28682,76,Private,316185,7th-8th,4,Widowed,Protective-serv,Not-in-family,White,Female,0,0,12,United-States,<=50K
+70424,41,Private,89226,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6894,26,Private,292353,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,United-States,<=50K
+36404,45,Private,304570,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+13127,32,Private,180296,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+41940,22,Private,361487,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97291,39,Private,218490,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1848,40,United-States,>50K
+54891,63,Self-emp-not-inc,231777,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85622,23,Private,189832,Assoc-acdm,12,Never-married,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+47533,61,Private,232308,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+4273,31,State-gov,33308,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41590,25,Private,333677,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+24581,33,Private,170651,HS-grad,9,Never-married,Other-service,Own-child,White,Female,1055,0,40,United-States,<=50K
+89445,39,Private,343403,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,36,United-States,<=50K
+18349,53,Private,166386,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+48778,26,Federal-gov,48099,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95021,21,Private,143062,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,<=50K
+2758,18,Private,104704,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+75920,34,Private,30497,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+14611,44,State-gov,174325,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7688,0,40,United-States,>50K
+65367,31,Private,286675,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+44928,44,Private,59474,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+78332,42,Private,378384,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,60,United-States,>50K
+53228,43,Private,245842,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,Mexico,<=50K
+93515,33,Private,274222,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,7688,0,38,United-States,>50K
+18909,21,Private,342575,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,30,United-States,<=50K
+93590,30,Private,206051,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+17610,55,Private,234213,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+19734,57,Private,145189,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88915,37,Private,233490,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+87402,32,Private,344129,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+85008,62,Self-emp-not-inc,171315,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+43386,31,Self-emp-not-inc,181485,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,>50K
+32198,51,Private,255412,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,France,>50K
+13968,37,Private,262409,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,213,45,United-States,<=50K
+96580,45,Private,199590,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,Mexico,<=50K
+57767,47,Private,84726,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16122,31,,226883,HS-grad,9,Divorced,,Own-child,White,Male,0,0,75,United-States,<=50K
+32070,75,Self-emp-not-inc,184335,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+35958,43,Private,102025,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,50,United-States,<=50K
+65632,39,Private,183898,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,60,Germany,>50K
+10573,30,Private,55291,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+63191,27,Private,150025,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Guatemala,<=50K
+17790,44,Private,100584,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+33750,53,Local-gov,181755,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,>50K
+10175,40,Private,150528,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+3966,18,Private,107277,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+32340,33,Private,247205,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,England,<=50K
+22908,20,Private,291979,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+83490,38,Private,270985,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+29737,48,Private,62605,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+97132,46,Self-emp-not-inc,176863,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+82778,51,Private,53197,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41122,35,Self-emp-not-inc,267776,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+55213,24,Private,308205,7th-8th,4,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+53007,30,Private,306383,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+25903,70,Private,35494,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+2395,26,Private,291968,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+36790,34,Private,80933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+47861,46,Private,271828,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+30711,70,Private,121993,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,5,United-States,<=50K
+12187,37,Local-gov,31023,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+8685,36,Self-emp-not-inc,36425,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+35096,23,Private,407684,9th,5,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,Mexico,<=50K
+53385,28,Private,241895,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1628,40,United-States,<=50K
+11794,44,Self-emp-not-inc,158555,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+94318,58,Private,140363,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,3325,0,30,United-States,<=50K
+90736,53,Private,123429,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+59715,23,Private,40060,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+37905,26,Private,290286,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+22423,21,,249271,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+70877,34,Local-gov,106169,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+68147,43,Private,76487,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56593,22,Private,437994,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+74874,41,Private,113555,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,7298,0,50,United-States,>50K
+8614,36,Private,160120,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+78192,41,Local-gov,343079,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1740,20,United-States,<=50K
+74746,27,Private,406662,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,4416,0,40,United-States,<=50K
+30895,42,Self-emp-not-inc,37618,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+39019,27,Private,114158,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+55741,41,Private,115562,HS-grad,9,Divorced,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+64942,32,Private,353994,Bachelors,13,Married-civ-spouse,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,40,China,>50K
+49989,21,Private,344891,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+78096,44,Private,286750,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+85158,29,Private,194197,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+53334,19,Self-emp-not-inc,206599,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,22,United-States,<=50K
+61737,21,Local-gov,596776,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,Guatemala,<=50K
+43746,46,Private,56841,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+64376,38,Private,112561,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+56388,43,Private,147110,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,48,United-States,>50K
+45498,54,Self-emp-inc,175339,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+55214,38,Private,234901,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+79039,18,,298133,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+16267,50,Private,217083,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+62986,30,Private,97757,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,>50K
+89689,30,Private,151868,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11723,28,Local-gov,25864,HS-grad,9,Never-married,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+4511,26,Private,109419,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+46067,37,Federal-gov,203070,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+15672,32,Private,107843,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,50,United-States,>50K
+40392,64,State-gov,264544,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,5,United-States,>50K
+39296,18,Private,148644,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,28,United-States,<=50K
+51260,30,Private,125762,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+65356,36,,53606,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,3908,0,8,United-States,<=50K
+38936,18,Private,193741,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,30,United-States,<=50K
+86347,27,Private,588905,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48898,49,Private,115613,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+76613,46,State-gov,222374,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,43,United-States,>50K
+70735,37,Private,185359,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+41242,30,Private,173647,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67809,29,Private,31166,HS-grad,9,Divorced,Prof-specialty,Not-in-family,Other,Female,0,0,30,Germany,<=50K
+51765,22,,517995,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Mexico,<=50K
+63311,25,Self-emp-not-inc,189027,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+88489,38,Private,296125,HS-grad,9,Separated,Priv-house-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+99687,32,,640383,Bachelors,13,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+77451,35,Private,334291,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+53311,56,Private,318450,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,80,United-States,>50K
+5370,29,Private,174163,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88978,41,Private,119721,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+87604,47,Private,142719,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8567,23,Private,162593,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+39519,46,Self-emp-not-inc,236852,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+28635,28,Local-gov,154863,HS-grad,9,Never-married,Protective-serv,Other-relative,Black,Male,0,1876,40,United-States,<=50K
+10358,39,Private,168894,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+96289,42,Self-emp-not-inc,344920,Some-college,10,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,50,United-States,<=50K
+7329,39,Private,33355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,48,United-States,>50K
+34520,68,,196782,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+74371,37,Self-emp-inc,291518,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,55,United-States,>50K
+97953,57,Private,170244,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30412,22,Private,369549,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+60055,24,Private,23438,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,>50K
+13092,19,Private,202673,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+36287,55,Private,171780,Assoc-acdm,12,Divorced,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+7134,37,Local-gov,264503,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+50004,37,Local-gov,244341,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+24586,28,Private,209109,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+71939,27,Private,187392,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18884,40,State-gov,119578,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+71374,51,Private,195105,HS-grad,9,Divorced,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+60588,52,Private,101752,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,<=50K
+36362,74,,95825,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,3,United-States,<=50K
+72852,49,Self-emp-inc,362654,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+60781,20,,29810,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+58758,40,Federal-gov,77332,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+91126,80,Private,87518,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,1816,60,United-States,<=50K
+52126,63,Private,113324,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+56143,63,Private,96299,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,45,United-States,>50K
+11875,51,Private,237729,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+22195,23,Private,200973,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97458,66,Self-emp-not-inc,212456,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+65639,33,Self-emp-not-inc,131568,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,66,United-States,<=50K
+20890,49,Private,185859,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+42983,20,Private,231981,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,32,United-States,<=50K
+2686,33,Self-emp-inc,117963,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,60,United-States,>50K
+99940,26,Private,78172,Some-college,10,Married-AF-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+81046,52,Private,164135,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+38393,33,Private,171216,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+35686,47,Private,140664,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+82927,23,Private,249277,HS-grad,9,Never-married,Exec-managerial,Own-child,Black,Male,0,0,75,United-States,<=50K
+55594,53,Federal-gov,117847,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+42913,19,Private,52372,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+19802,26,Federal-gov,95806,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+22608,53,Private,137428,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+75883,65,Private,169047,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+8463,68,Private,339168,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+56918,30,Private,504725,10th,6,Never-married,Sales,Other-relative,White,Male,0,0,18,Guatemala,<=50K
+29695,28,Private,132870,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+99698,54,Local-gov,135840,10th,6,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+34462,30,Private,35644,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+57365,22,Private,198148,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,50,United-States,<=50K
+44843,25,Private,220098,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+3377,19,Private,262515,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,20,United-States,<=50K
+55643,19,,423863,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+88904,32,Federal-gov,111567,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30724,23,Private,194096,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+31505,51,Local-gov,420917,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+52859,25,Private,197871,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+89357,46,Local-gov,253116,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+95870,38,Private,206535,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,50,United-States,<=50K
+79731,26,State-gov,70447,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+50691,46,Private,201217,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34386,25,Private,209970,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62055,20,Private,196745,Some-college,10,Never-married,Other-service,Own-child,White,Female,594,0,16,United-States,<=50K
+65025,29,Local-gov,175262,Masters,14,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,35,United-States,<=50K
+2756,51,Self-emp-inc,304955,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+77636,40,Private,181265,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+76172,24,Private,200973,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72304,24,Self-emp-not-inc,37440,Bachelors,13,Never-married,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+59163,31,Private,395170,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,24,Mexico,<=50K
+45696,54,,32385,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+26176,34,Private,353213,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+78940,19,Private,38619,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,66,United-States,<=50K
+22224,21,Private,177711,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+90825,21,Private,190761,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+98691,23,Private,27776,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,24,United-States,<=50K
+51905,37,Federal-gov,470663,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71363,40,Private,71738,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,46,United-States,>50K
+28142,57,Private,74156,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+40407,48,Private,202467,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,40,United-States,>50K
+98092,24,Private,123983,11th,7,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+41492,43,Private,193494,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+12017,32,,169886,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,20,,<=50K
+82081,40,Private,130571,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10710,52,Self-emp-inc,90363,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+45065,49,Private,83444,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11143,45,Self-emp-not-inc,239093,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,3137,0,40,United-States,<=50K
+6236,62,Local-gov,151369,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60289,29,Private,56630,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+85013,49,Private,117095,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+30027,55,Federal-gov,189985,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+82683,20,,34862,Some-college,10,Never-married,,Own-child,Amer-Indian-Eskimo,Male,0,0,72,United-States,<=50K
+57955,37,Self-emp-inc,126675,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+1125,43,State-gov,199806,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+91141,29,Private,57596,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33980,44,Private,103459,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+1927,28,Private,282398,Some-college,10,Separated,Tech-support,Unmarried,White,Male,0,0,40,United-States,>50K
+32404,38,Private,298841,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+41831,45,Private,33300,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,1977,50,United-States,>50K
+56165,22,,306031,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+52086,19,Private,306467,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+28035,20,Private,189888,12th,8,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46617,60,Private,83861,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+63730,30,Private,117393,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23258,22,Private,129934,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+37774,51,Private,179010,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+20980,31,Private,375680,Bachelors,13,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,40,,<=50K
+96578,48,Private,316101,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+63062,43,Private,293305,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+90191,51,Local-gov,175750,HS-grad,9,Divorced,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+76672,41,Private,121718,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,1848,48,United-States,>50K
+42718,62,,94931,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,3411,0,40,United-States,<=50K
+25396,50,State-gov,229272,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+35717,46,Private,142828,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+7705,54,Private,22743,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,60,United-States,>50K
+70290,68,Private,76371,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,>50K
+3693,23,Self-emp-not-inc,216129,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+20295,49,Private,107425,Masters,14,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+4434,24,Private,611029,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+55924,30,Local-gov,363032,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+68268,38,Private,170020,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,45,United-States,<=50K
+66921,34,Private,137900,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+46832,22,Private,322674,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+45590,30,Private,23778,7th-8th,4,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19497,61,Private,147845,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,31,United-States,<=50K
+29445,36,Private,175759,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+33094,51,Self-emp-inc,166459,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+17047,43,Private,128212,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,Vietnam,>50K
+97429,54,Federal-gov,127455,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+3353,63,Private,134699,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+73017,51,Private,254230,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59118,63,Self-emp-not-inc,159715,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+12836,51,Local-gov,116286,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+7646,27,Private,146719,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+37831,35,Private,361888,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+38622,31,,26553,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,>50K
+64006,46,Self-emp-not-inc,32825,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+82657,53,Private,225768,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+44940,26,Federal-gov,393728,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,24,United-States,<=50K
+53994,43,Private,160369,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+12424,39,Private,191807,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+27008,50,Federal-gov,176969,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+41397,54,Federal-gov,33863,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+73462,62,,182687,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,45,United-States,>50K
+11964,57,State-gov,141459,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+53963,19,,174233,Some-college,10,Never-married,,Own-child,Black,Male,0,0,24,United-States,<=50K
+79703,29,Local-gov,95393,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+10969,20,Private,221095,HS-grad,9,Never-married,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+59283,53,Private,104501,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,55,United-States,>50K
+16714,18,,437851,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+55038,22,,131230,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+54141,23,Private,495888,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+52565,69,Private,185691,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+91990,56,Private,201822,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2002,40,United-States,<=50K
+18390,53,Local-gov,549341,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,35,United-States,<=50K
+74321,28,Private,247445,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75624,28,Private,199566,Bachelors,13,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+41163,33,Self-emp-inc,139057,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,84,Taiwan,>50K
+73650,48,Private,185039,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+60777,61,Private,166124,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+51400,49,Private,82649,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,45,United-States,<=50K
+43860,48,Private,109275,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+31377,32,Private,408328,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44923,51,Private,186338,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+85214,27,,130856,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29199,19,Private,251579,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,14,United-States,<=50K
+55666,47,Private,76612,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+18538,25,Private,22546,Bachelors,13,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+90726,72,Private,53684,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+49410,29,Private,183627,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56670,22,Private,73203,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+85755,57,Private,108426,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,48,England,<=50K
+66516,50,Private,116287,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,Columbia,<=50K
+83200,45,Self-emp-inc,145697,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+44237,52,Private,326156,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+20222,53,Private,201127,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+16722,36,Private,250791,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+37420,46,Private,328216,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55821,20,Private,400443,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+8293,75,Private,95985,5th-6th,3,Widowed,Other-service,Unmarried,Black,Male,0,0,10,United-States,<=50K
+78628,32,Local-gov,127651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+20841,28,Private,250679,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57914,53,Private,103950,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40440,17,Private,200199,11th,7,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+31171,46,State-gov,295791,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+21702,39,Private,191841,Assoc-acdm,12,Separated,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+24981,38,Private,82622,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+64818,36,Private,160728,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+36566,63,Local-gov,109849,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,21,United-States,<=50K
+44538,28,Private,339897,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,Mexico,<=50K
+32916,28,,37215,Bachelors,13,Never-married,,Own-child,White,Male,0,0,45,United-States,<=50K
+93072,49,Private,371299,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+68002,43,Private,421837,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+5529,38,Private,29702,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+73017,39,Private,117381,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,62,England,<=50K
+66567,42,,240027,HS-grad,9,Divorced,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+34243,40,Private,338740,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44001,45,,28359,HS-grad,9,Separated,,Unmarried,White,Female,0,0,10,United-States,<=50K
+51909,29,,315026,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+10145,24,Federal-gov,314525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1741,45,United-States,<=50K
+9232,30,Private,173005,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+93364,44,Private,286750,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+46012,40,Private,163985,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+96953,30,Private,219318,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,35,Puerto-Rico,<=50K
+46427,42,Private,44121,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+56671,52,Self-emp-not-inc,103794,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+66503,42,Private,310632,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+36757,39,Private,153976,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+26497,43,Private,174575,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+68336,62,Self-emp-not-inc,82388,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,10566,0,40,United-States,<=50K
+54374,30,Private,207253,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,<=50K
+23499,83,,251951,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+60957,39,Private,746786,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+64802,41,Private,308296,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,20,United-States,<=50K
+85307,49,Private,101825,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,40,United-States,>50K
+17698,25,Private,109009,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33833,48,Private,413363,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2002,40,United-States,<=50K
+64496,59,,117751,Assoc-acdm,12,Divorced,,Not-in-family,White,Male,0,0,8,United-States,<=50K
+84116,44,State-gov,296326,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16592,36,Private,208358,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,4650,0,56,United-States,<=50K
+22563,40,Private,120277,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Ireland,<=50K
+86672,21,Private,193219,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,35,Jamaica,<=50K
+85129,41,Private,86399,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+29328,24,Private,215251,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+50248,67,Self-emp-not-inc,124470,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+64109,24,Private,228649,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+1126,50,Self-emp-not-inc,386397,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+15996,48,Private,96798,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+15134,55,,106707,Assoc-acdm,12,Married-civ-spouse,,Husband,Black,Male,0,0,20,United-States,>50K
+52586,29,Private,159768,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,3325,0,40,Ecuador,<=50K
+83729,50,Private,139464,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,36,Ireland,<=50K
+1531,64,State-gov,550848,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+61938,49,Private,68505,9th,5,Divorced,Other-service,Not-in-family,Black,Male,0,0,37,United-States,<=50K
+42359,20,Private,122215,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,52,United-States,<=50K
+3644,30,Private,159442,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91035,37,Private,80638,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,China,<=50K
+44083,52,Private,192390,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+37597,22,Private,191324,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,25,United-States,<=50K
+14908,77,,147284,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,14,United-States,<=50K
+54734,19,State-gov,73009,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+34567,52,Private,177858,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,55,United-States,>50K
+22081,42,Private,163003,Bachelors,13,Married-spouse-absent,Tech-support,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+46130,35,Private,95551,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+37313,27,Private,125298,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+32786,54,State-gov,198186,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+99658,37,Private,295949,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,40,United-States,<=50K
+45129,37,Private,182668,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+88424,28,Private,124905,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+57209,63,Private,171635,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89442,19,Private,376240,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,42,United-States,<=50K
+44058,28,Private,157391,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+38298,23,,114357,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48576,44,Private,178134,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+71955,31,Private,207201,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75217,35,Private,124483,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,,>50K
+146,64,Private,102103,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+38335,40,Private,92036,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+30026,59,Local-gov,236426,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+28858,22,Private,400966,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+96481,40,Private,404573,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,44,United-States,<=50K
+92385,35,Private,227571,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+34659,20,Private,145917,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+89120,35,Local-gov,190226,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+97910,28,Private,356555,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+8349,28,Private,66473,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+54348,37,,172256,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+83327,72,,118902,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,2392,6,United-States,>50K
+13205,25,Self-emp-inc,163039,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+17318,37,Private,89559,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+32393,19,,35507,Some-college,10,Never-married,,Own-child,White,Female,0,0,45,United-States,<=50K
+74855,31,Private,163303,Assoc-voc,11,Divorced,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+51711,41,Private,192712,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+95450,31,Private,381153,10th,6,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+81448,44,Private,222434,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47513,20,Private,34706,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,47,United-States,<=50K
+29521,57,Self-emp-not-inc,47857,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+26169,26,Private,195216,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,12,United-States,<=50K
+91612,44,Self-emp-inc,103643,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,60,Greece,<=50K
+88372,29,Local-gov,329426,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10916,36,Private,183612,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+97418,40,Private,184105,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+28925,21,Private,211385,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Black,Male,0,0,35,Jamaica,<=50K
+14984,21,Private,61777,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+7092,34,Self-emp-not-inc,320194,Prof-school,15,Separated,Prof-specialty,Unmarried,White,Male,0,0,48,United-States,>50K
+2843,24,Private,199444,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,15,United-States,<=50K
+94747,28,Private,312588,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30766,35,Private,168675,HS-grad,9,Separated,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+10055,35,Private,87556,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78895,38,State-gov,220421,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88066,44,Federal-gov,404599,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+76784,39,Private,99065,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,Poland,>50K
+14892,57,Local-gov,109973,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38500,19,Private,246652,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+94076,29,Private,57423,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+19382,23,Private,291248,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,40,United-States,<=50K
+75877,50,Private,163708,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+84111,51,Self-emp-not-inc,240358,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+85683,28,Private,25955,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+11612,44,Private,101593,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+28558,29,Self-emp-not-inc,227890,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+88174,31,Private,225053,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+14965,27,Private,228472,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+42622,34,Private,245378,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+34143,50,Self-emp-inc,156623,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,7688,0,50,Philippines,>50K
+86984,27,Private,35032,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+43301,31,Private,258849,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36896,46,Private,190115,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+9114,39,Private,63910,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+96530,40,Private,510072,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+19923,28,Private,210867,11th,7,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+57260,18,Private,263024,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+83835,51,Private,306785,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94330,58,Self-emp-inc,104333,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+252,66,Private,340734,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65909,36,Self-emp-not-inc,288585,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+30606,38,Private,241765,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,60,United-States,<=50K
+70857,25,Private,111058,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+89730,25,Private,104662,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,22,United-States,<=50K
+3402,90,Private,313986,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+86733,41,Local-gov,52037,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+9969,34,,146589,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+60504,33,Private,131776,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,914,0,40,Germany,<=50K
+69138,33,Private,254221,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86861,35,Private,152909,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,45,United-States,>50K
+12056,39,Self-emp-not-inc,211785,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,0,20,United-States,<=50K
+34645,59,Private,160362,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+43446,19,Private,387215,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,1719,16,United-States,<=50K
+37574,39,Private,187046,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,38,United-States,<=50K
+48468,19,,208874,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+95616,27,Private,169631,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+77457,52,Private,202956,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72994,59,Self-emp-not-inc,80467,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+14770,28,Private,407672,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+48076,37,Private,243425,HS-grad,9,Divorced,Other-service,Other-relative,White,Female,0,0,50,Peru,<=50K
+39892,50,,174964,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,99,United-States,<=50K
+89099,36,Private,347491,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1165,34,Private,146161,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+28988,23,Private,449432,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+55758,19,,175499,11th,7,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+85202,33,Private,288825,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,2258,84,United-States,<=50K
+63409,27,Local-gov,134813,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,52,United-States,<=50K
+20224,31,Local-gov,190401,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+25492,21,Private,260617,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,36,United-States,<=50K
+22576,31,Private,45604,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,54,United-States,<=50K
+85918,59,Private,67841,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+58728,40,Local-gov,244522,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,48,United-States,>50K
+37190,19,Private,430471,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+82221,47,Private,194698,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+34547,34,Private,94235,Bachelors,13,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+719,57,Private,188330,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,78,United-States,<=50K
+5116,51,Local-gov,146181,9th,5,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+37477,21,Private,177125,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,20,United-States,<=50K
+46701,30,Self-emp-inc,68330,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+22420,46,Private,95636,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+76880,40,Private,238329,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+89498,52,Private,416129,Preschool,1,Married-civ-spouse,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+31019,23,Private,285004,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+46743,90,,256514,Bachelors,13,Widowed,,Other-relative,White,Female,991,0,10,United-States,<=50K
+65419,25,Private,186294,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+36600,43,Private,188786,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+83587,38,State-gov,31352,Some-college,10,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,>50K
+88443,22,Private,197613,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+69524,33,Local-gov,161942,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,1055,0,40,United-States,<=50K
+12411,34,Private,275438,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+20471,65,Private,361721,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+30247,50,Private,144968,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,15,United-States,<=50K
+78291,29,Private,190539,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,6849,0,48,United-States,<=50K
+73457,25,Private,178037,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+4167,54,Private,306985,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87344,49,Private,87928,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+37761,44,Private,242619,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+22512,24,Private,154165,9th,5,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+31955,25,Private,511331,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+42421,65,Local-gov,221026,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+72454,56,Self-emp-not-inc,222182,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,<=50K
+76388,39,Self-emp-not-inc,126569,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+74048,23,Private,202344,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+26770,20,Private,190423,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+18311,24,Private,238917,5th-6th,3,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+67298,41,Private,221947,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+98258,40,Self-emp-inc,37997,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+83349,55,Private,147098,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+81939,38,Private,278253,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+50858,23,Private,195411,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+82061,44,Private,76196,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+60001,45,Private,120131,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+11339,20,Self-emp-not-inc,186014,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,Germany,<=50K
+60468,29,Private,205903,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+77293,43,State-gov,125405,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+18938,30,Private,219838,12th,8,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39954,28,State-gov,19395,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+66135,31,Private,223327,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47701,52,Private,114062,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+53013,36,Private,95654,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,Iran,>50K
+15531,38,Private,177305,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+83329,66,,299616,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+80094,63,Self-emp-not-inc,117681,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+18599,21,Private,237651,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+41925,33,State-gov,150570,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99817,46,State-gov,106705,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,50,United-States,<=50K
+5147,20,,174714,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+2565,47,Self-emp-inc,175958,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+22403,33,Private,144064,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+36161,66,,107112,7th-8th,4,Never-married,,Other-relative,Black,Male,0,0,30,United-States,<=50K
+65779,20,Private,54152,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,,<=50K
+17253,28,Private,152951,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89558,46,Private,190487,HS-grad,9,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,28,Ecuador,<=50K
+87127,25,Private,306666,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,45,United-States,<=50K
+67551,37,Private,195148,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Male,3137,0,40,United-States,<=50K
+7878,31,Self-emp-not-inc,226624,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+64882,49,Private,157569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38252,22,State-gov,22966,Some-college,10,Married-spouse-absent,Tech-support,Unmarried,White,Male,0,0,20,United-States,<=50K
+26068,52,Private,379682,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,>50K
+28659,29,Private,446559,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+76487,18,Private,41794,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+23036,31,Local-gov,90409,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+11324,23,Private,125491,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Vietnam,<=50K
+82586,27,,129661,Assoc-voc,11,Married-civ-spouse,,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,>50K
+6476,54,Self-emp-not-inc,104748,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+74458,50,Local-gov,169182,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,49,Dominican-Republic,<=50K
+22157,46,Private,324655,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,40,,>50K
+89535,24,Private,122272,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+49884,17,,114798,11th,7,Never-married,,Own-child,White,Female,0,0,18,United-States,<=50K
+5078,49,Self-emp-inc,289707,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+70524,54,Local-gov,137691,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92056,41,Private,84610,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+64756,49,Private,166789,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+42147,36,Local-gov,348728,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+12953,23,Private,348092,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,Haiti,<=50K
+86840,63,Private,154526,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67002,67,Private,288371,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Canada,>50K
+12883,23,Private,182342,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61082,22,Private,244366,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+90233,66,Private,102423,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+32685,25,Private,259688,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+76071,30,Private,98733,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,20,United-States,<=50K
+28266,35,Private,174856,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,2885,0,40,United-States,<=50K
+58179,67,Self-emp-not-inc,141797,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55558,30,Private,327202,12th,8,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+77370,26,Private,76996,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+49696,34,Private,260560,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+86680,21,Private,370990,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+67167,18,Private,129010,12th,8,Never-married,Craft-repair,Own-child,White,Male,0,0,10,United-States,<=50K
+79496,21,Private,452640,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47252,76,Self-emp-inc,120796,9th,5,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+34172,51,Federal-gov,45334,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,70,,<=50K
+59209,26,Private,229523,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,56,United-States,<=50K
+93548,18,Private,127388,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+38765,18,,395567,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+17350,34,Private,119422,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1672,50,United-States,<=50K
+65638,59,Private,193895,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47537,55,Private,163083,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,14084,0,45,United-States,>50K
+14472,33,Self-emp-not-inc,155343,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,72,United-States,<=50K
+5391,25,Private,73895,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+55145,48,Private,107682,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,10,United-States,<=50K
+66121,64,Private,321166,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,5,United-States,<=50K
+61187,47,Local-gov,154940,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+70778,26,Private,103700,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+408,36,Private,63509,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+2556,21,Private,243842,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+45354,54,,187221,7th-8th,4,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+6649,30,Private,58597,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,44,United-States,<=50K
+54557,41,Self-emp-not-inc,190290,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34887,53,,158352,Masters,14,Never-married,,Not-in-family,White,Female,8614,0,35,United-States,>50K
+52141,34,Private,62165,Some-college,10,Never-married,Sales,Other-relative,Black,Male,0,0,30,United-States,<=50K
+96676,20,,307149,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+90659,24,Private,280134,10th,6,Never-married,Sales,Not-in-family,White,Male,0,0,49,El-Salvador,<=50K
+19352,26,Private,118736,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+61441,25,Private,171114,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+39666,35,Private,169638,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,36,United-States,<=50K
+68321,41,Private,125461,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+45420,33,Private,145434,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+41359,18,Private,152182,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+54498,27,Self-emp-inc,233724,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+12916,32,Private,153963,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+36666,51,Local-gov,88120,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+56615,38,Private,96330,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+18030,41,Local-gov,66118,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,25,United-States,<=50K
+19155,26,Private,182178,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,40,United-States,<=50K
+73218,38,Self-emp-not-inc,53628,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Male,0,0,35,United-States,<=50K
+11359,54,Private,174865,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+38575,30,Private,66194,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,Outlying-US(Guam-USVI-etc),<=50K
+22972,31,Private,73796,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+26250,26,State-gov,28366,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85694,75,Self-emp-not-inc,231741,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,4931,0,3,United-States,<=50K
+75794,29,Private,237865,Masters,14,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+79342,61,Private,195453,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+70517,24,Private,116934,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+99429,22,,87867,12th,8,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+41999,34,Private,456399,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15540,42,Private,263608,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+13412,24,Private,263498,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64186,42,Self-emp-not-inc,183765,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,<=50K
+35559,27,Federal-gov,469705,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,1980,40,United-States,<=50K
+81,39,Local-gov,113253,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+90543,20,Private,138768,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+41877,51,Private,302146,11th,7,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+12767,68,Private,253866,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+25011,28,Federal-gov,214858,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+82558,43,Private,243476,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81908,35,Private,169104,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65431,44,Private,103218,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81978,41,Private,57233,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68517,44,Private,228320,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+64075,20,Private,217421,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+28043,46,Private,185041,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,>50K
+48949,27,Self-emp-not-inc,37302,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,70,United-States,>50K
+6126,32,Private,261059,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67301,46,Private,59767,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+31704,26,Private,333541,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+88116,20,Private,133352,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+45581,36,Private,99270,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+28441,49,Private,204629,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+87774,32,Private,34104,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,55,United-States,>50K
+97258,32,Private,312667,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+86070,49,Private,329603,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+37799,36,Private,281021,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+51989,22,Private,275385,Some-college,10,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+31965,52,Federal-gov,129177,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6716,42,Private,385591,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+50655,22,,201179,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+99525,72,Private,38360,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,16,United-States,<=50K
+33298,30,Local-gov,73796,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52443,44,Private,67671,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+91754,23,Private,257621,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+47944,22,Private,180052,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+2181,59,Private,656036,Bachelors,13,Separated,Adm-clerical,Unmarried,White,Male,0,0,60,United-States,<=50K
+90122,46,Private,215943,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+9782,30,Private,488720,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+17311,64,Federal-gov,199298,7th-8th,4,Widowed,Other-service,Unmarried,White,Female,0,0,30,Puerto-Rico,<=50K
+15584,31,Private,305692,Some-college,10,Married-civ-spouse,Sales,Wife,Black,Female,0,0,40,United-States,<=50K
+65886,64,Private,114994,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+31925,45,Private,88265,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+4166,59,Private,168569,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+14563,32,Private,175413,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+53249,43,Private,161226,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+5944,66,,160995,10th,6,Divorced,,Not-in-family,White,Female,1086,0,20,United-States,<=50K
+83536,23,Private,208598,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+82719,49,Self-emp-not-inc,200471,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9786,32,Private,256609,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+74143,49,Private,176684,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+93320,33,Private,206512,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34404,28,Private,212640,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,85,United-States,<=50K
+16186,47,Private,148724,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+55408,41,Private,266510,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+33133,34,Local-gov,240252,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+9020,25,Private,358975,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+12043,20,,124242,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+58540,21,Private,434710,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+882,25,Private,204338,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,30,,<=50K
+50464,46,Private,241844,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+36272,37,Private,191342,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+41905,41,Private,221947,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,>50K
+34369,44,Private,111483,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,1504,50,United-States,<=50K
+90355,30,Private,65278,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+82422,54,Private,133403,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+63628,35,Self-emp-not-inc,166416,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+45643,58,,142158,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+29653,21,Private,221480,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,25,Ecuador,<=50K
+96162,35,Self-emp-not-inc,189878,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+90994,35,Private,278403,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,>50K
+7867,19,Private,184710,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+93174,48,Private,177775,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71806,56,,275943,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,Nicaragua,<=50K
+23841,65,Self-emp-not-inc,225473,Some-college,10,Widowed,Craft-repair,Not-in-family,White,Female,0,0,35,United-States,<=50K
+10725,40,Private,289403,Bachelors,13,Separated,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+3425,26,Private,269060,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19828,45,Private,449354,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+25727,26,Private,214413,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+70529,32,Private,80058,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+2803,35,Private,202027,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,27828,0,50,United-States,>50K
+49190,22,Self-emp-not-inc,123440,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+47190,37,Private,191524,Assoc-voc,11,Separated,Prof-specialty,Own-child,White,Female,0,0,38,United-States,<=50K
+16681,25,Private,308144,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+47022,64,Private,164204,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,53,,<=50K
+98492,46,Private,205100,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+68648,30,Private,195750,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,27,United-States,<=50K
+21488,63,Private,149756,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+97410,51,Local-gov,240358,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+78758,68,Self-emp-not-inc,241174,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+68996,36,Private,356838,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Canada,<=50K
+76513,28,Self-emp-inc,115705,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91238,41,Local-gov,137142,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+81968,47,Private,296066,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+51477,22,Private,401335,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+6714,33,,182771,Bachelors,13,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,80,Philippines,<=50K
+58258,34,Self-emp-inc,186824,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+21378,46,Federal-gov,162187,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+75317,28,Private,98010,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+10179,36,Private,172538,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+97868,18,Private,80163,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+36380,33,Local-gov,43959,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+11819,51,Private,162632,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,60,United-States,>50K
+94947,56,Self-emp-not-inc,115422,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+70479,54,Private,100933,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+3843,29,Private,270379,HS-grad,9,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+67137,40,Private,20109,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Female,0,0,84,United-States,<=50K
+5912,53,Private,114758,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,65,United-States,>50K
+70087,22,Private,100345,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+53246,33,Private,184901,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+88940,28,Private,87239,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+88578,63,Private,127363,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,12,United-States,<=50K
+74398,53,Federal-gov,199720,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,Germany,>50K
+5141,37,Private,143058,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+22473,50,Federal-gov,36489,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+4095,22,Private,141698,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+68278,40,Federal-gov,26358,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69383,22,Private,195532,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,8614,0,40,United-States,>50K
+35578,21,Private,30039,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+65439,25,Private,125159,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Jamaica,<=50K
+88125,20,Private,246250,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66531,43,Federal-gov,77370,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+26874,29,Private,355569,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+99058,32,Private,180603,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+72074,42,Private,201785,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+86639,33,Private,256211,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+16002,27,Private,146764,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+66764,22,,211968,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,Iran,<=50K
+2621,29,Private,200515,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+91911,29,Private,52636,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+87043,20,Private,27049,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+24604,35,Private,111128,10th,6,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+40549,31,Self-emp-not-inc,348038,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,Puerto-Rico,>50K
+95162,33,Private,93930,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91355,67,Private,397831,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1539,40,United-States,<=50K
+85057,46,Private,33794,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,United-States,<=50K
+15099,45,Private,178215,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+69023,17,Local-gov,191910,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+3654,35,Private,340110,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,70,United-States,>50K
+85849,48,Self-emp-not-inc,133694,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,Black,Male,0,0,40,Jamaica,>50K
+60889,49,Private,148398,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+2151,20,Private,133515,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+32338,27,Private,181667,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,46,Canada,<=50K
+826,64,Private,159715,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+23566,53,Federal-gov,174040,Some-college,10,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79000,52,Private,117700,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42254,29,Private,37215,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+82428,32,Self-emp-inc,46807,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+7993,48,Self-emp-not-inc,317360,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+85876,30,Private,425627,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+374,34,Private,82623,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+66514,19,,63574,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+85132,39,Private,140854,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+29524,28,Private,185061,11th,7,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+44750,17,Private,160118,12th,8,Never-married,Sales,Not-in-family,White,Female,0,0,10,,<=50K
+60572,54,Private,282680,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+9253,24,Private,137591,Some-college,10,Never-married,Sales,Own-child,White,Male,0,1762,40,United-States,<=50K
+55799,25,Private,198163,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+4346,25,Private,132749,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,12,United-States,<=50K
+62455,48,Local-gov,31264,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,5178,0,40,United-States,>50K
+15184,24,Private,399449,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+87334,31,Private,27494,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+48010,47,Private,368561,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+59397,45,Private,102096,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+91267,19,Private,406078,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+46200,52,Self-emp-inc,100506,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+91730,52,Private,29658,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+29876,19,,20469,HS-grad,9,Never-married,,Other-relative,Asian-Pac-Islander,Female,0,0,12,South,<=50K
+46863,60,Private,181953,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,28,United-States,<=50K
+66653,43,Private,304175,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+75244,24,Private,170070,Assoc-acdm,12,Divorced,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+80716,20,,193416,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+75223,51,Private,194908,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23037,38,Self-emp-not-inc,357962,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70441,21,Private,214716,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+70607,40,Self-emp-inc,207578,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+67913,54,Private,146409,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+26832,35,Private,341643,Bachelors,13,Never-married,Other-service,Other-relative,White,Male,0,0,50,United-States,<=50K
+87768,52,Private,131631,11th,7,Separated,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+36906,53,Private,88842,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+44432,56,,128900,Some-college,10,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+181,35,Private,417136,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+81069,43,Self-emp-not-inc,336763,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,880,42,United-States,<=50K
+15520,29,Private,209301,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,<=50K
+86184,29,Private,120986,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,65,United-States,<=50K
+15853,27,Private,51025,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5484,58,Private,218281,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+49633,64,Private,114994,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,18,United-States,<=50K
+92519,53,Private,335481,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,32,United-States,<=50K
+85486,21,Private,174503,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+46036,40,Self-emp-not-inc,230478,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+12643,52,State-gov,149650,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+77063,38,Private,149419,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26203,40,,341539,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+677,39,Private,185099,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+78714,56,,132930,Masters,14,Never-married,,Not-in-family,White,Female,0,0,50,United-States,>50K
+37055,68,Private,128472,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+46622,24,Private,124971,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+30113,40,Self-emp-inc,344060,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+81484,43,Self-emp-inc,286750,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,99,United-States,>50K
+94723,38,Private,296999,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+85013,45,Private,123681,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+78445,18,Private,232024,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,55,United-States,<=50K
+86877,57,Local-gov,52267,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+41172,49,Private,119182,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+91168,25,Private,191230,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Yugoslavia,<=50K
+36736,52,Federal-gov,23780,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4325,56,Private,184553,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+39391,26,Self-emp-inc,242651,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+58923,19,Private,246226,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9372,25,Self-emp-inc,86745,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+42987,25,Private,106889,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+70156,21,Private,460835,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,45,United-States,<=50K
+25473,48,Self-emp-not-inc,213140,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+40832,33,State-gov,37070,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Canada,<=50K
+40535,31,State-gov,93589,HS-grad,9,Divorced,Protective-serv,Own-child,Other,Male,0,0,40,United-States,<=50K
+40743,26,Self-emp-not-inc,213258,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,65,United-States,<=50K
+38461,37,State-gov,46814,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+88000,29,,168873,Some-college,10,Divorced,,Unmarried,White,Female,0,0,30,United-States,<=50K
+73813,20,Private,284737,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+98775,28,Private,309620,Some-college,10,Married-civ-spouse,Sales,Husband,Other,Male,0,0,60,,<=50K
+12497,49,Private,197418,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+99767,73,,132737,10th,6,Never-married,,Not-in-family,White,Male,0,0,4,United-States,<=50K
+98866,49,Private,185041,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+11660,51,Private,159604,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+73496,40,Private,123557,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+79326,24,Private,275421,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+67743,18,Private,167147,12th,8,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+29872,41,Private,197583,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+88410,46,Private,175109,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1485,40,United-States,>50K
+9310,46,Private,117502,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+24290,64,Private,180401,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+96485,50,Self-emp-not-inc,146603,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+83267,53,State-gov,143822,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+61718,21,Private,51985,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70905,22,State-gov,48121,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+43786,37,Private,234807,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,7430,0,45,United-States,>50K
+76926,39,Federal-gov,65324,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+72916,30,Private,302149,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+30817,25,Private,168403,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+95561,26,Private,159897,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+64421,43,Private,416338,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+73601,59,Private,370615,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,60,United-States,<=50K
+92447,27,Private,219371,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,Jamaica,<=50K
+96425,55,Private,120970,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+77349,20,Private,22966,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,12,Canada,<=50K
+2479,25,Private,34541,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,Canada,<=50K
+1598,28,Private,191027,Assoc-acdm,12,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29307,29,Private,107458,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+1693,60,Private,121832,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+13118,37,Local-gov,233825,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+45930,25,Private,73839,11th,7,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+54055,27,Private,109165,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+59495,50,State-gov,103063,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+84864,41,Self-emp-not-inc,29762,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,5013,0,70,United-States,<=50K
+70780,46,Private,111979,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+80259,35,Private,150125,Assoc-voc,11,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+7608,21,,301853,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+11353,35,,296738,11th,7,Separated,,Not-in-family,White,Female,6849,0,60,United-States,<=50K
+71052,40,Private,118001,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57660,49,Private,149337,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+76324,29,Private,36601,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+45947,43,Local-gov,118600,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,625,40,United-States,<=50K
+44865,39,Private,279272,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+10082,35,Private,181020,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,60,United-States,<=50K
+19880,52,Private,165998,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32477,25,Private,218136,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+28475,20,Self-emp-inc,182200,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+53234,46,Private,39363,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,10,,<=50K
+78602,24,Private,140001,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32252,29,Private,193260,Bachelors,13,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,30,India,<=50K
+91909,21,Private,191243,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+38008,37,Federal-gov,207887,Bachelors,13,Divorced,Exec-managerial,Other-relative,White,Female,0,0,50,United-States,<=50K
+93930,43,Federal-gov,211450,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+74805,19,Private,184759,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,26,United-States,<=50K
+59924,47,Private,197836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+94302,61,Private,232308,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+25737,21,,189888,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,55,United-States,<=50K
+66062,35,Private,301614,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+50563,60,Private,146674,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+24173,27,Private,225291,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73423,57,Local-gov,148509,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,35,India,<=50K
+64225,56,Private,136413,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93188,27,Private,126060,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46178,47,Private,73064,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,35,United-States,<=50K
+80668,19,Private,39026,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+16519,28,Self-emp-not-inc,33035,12th,8,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+60848,43,Private,193494,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+71769,63,Local-gov,147440,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+74754,22,,153131,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+61404,25,Private,64671,HS-grad,9,Divorced,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+44611,35,Self-emp-not-inc,225399,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,8614,0,40,United-States,>50K
+33565,20,Private,174391,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+44652,48,Private,377757,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+93921,30,Local-gov,364310,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,Germany,<=50K
+65299,31,Private,110643,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+15593,20,Private,70240,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,24,Philippines,<=50K
+95727,57,State-gov,32694,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+80807,41,Private,95047,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,44,United-States,>50K
+58495,33,Private,264936,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+17332,27,Private,367329,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+94317,34,Private,56026,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+49982,22,Private,186452,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+73132,50,Private,125417,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+81936,40,Self-emp-not-inc,242082,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+44929,37,Private,31023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,51,United-States,<=50K
+68539,40,,397346,Assoc-acdm,12,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42530,53,Private,424079,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+58250,38,Self-emp-not-inc,108947,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7688,0,40,United-States,>50K
+58305,25,State-gov,261979,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33599,51,Private,55507,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+42237,22,,291407,12th,8,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+50406,18,Private,353358,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+15685,41,Private,67339,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7688,0,40,United-States,>50K
+3832,33,Private,235109,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+89323,33,Private,208180,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40677,67,State-gov,423561,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+51844,47,Self-emp-not-inc,145290,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+39565,24,Private,403671,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79710,32,Local-gov,49325,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+19762,29,Private,370494,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+37744,25,Private,267012,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+52151,33,Private,191856,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12551,55,Private,80445,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83589,31,Private,379798,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+99366,32,Local-gov,168387,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+11909,18,Private,301948,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,34095,0,3,United-States,<=50K
+41954,36,Private,274809,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+14824,58,Private,233193,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,27,United-States,<=50K
+90983,34,Private,299635,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+36704,19,Private,236396,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81363,21,Private,688355,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+67466,36,Self-emp-inc,37019,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+78792,37,Private,148015,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,15024,0,40,United-States,>50K
+82465,43,Private,122975,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,21,Trinadad&Tobago,<=50K
+48120,52,State-gov,349795,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60697,48,Private,229846,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,40,,<=50K
+15585,43,Private,108945,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+58646,22,Private,237498,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+52515,57,Private,188872,5th-6th,3,Divorced,Transport-moving,Unmarried,White,Male,6497,0,40,United-States,<=50K
+91496,37,Private,324019,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16662,39,Private,82488,Some-college,10,Divorced,Sales,Unmarried,Asian-Pac-Islander,Female,0,0,38,United-States,<=50K
+72714,54,Private,206964,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+22951,27,Private,37088,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46917,21,Private,152540,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+60163,65,Private,143554,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+65737,30,Private,126242,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+77405,22,Private,127185,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88510,26,Private,164018,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4064,0,50,United-States,<=50K
+5166,25,Private,210184,11th,7,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+85957,35,,117528,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+55033,47,Private,124973,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+89343,23,Private,182117,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+12712,42,Private,220049,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+76001,39,Self-emp-not-inc,247975,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+39881,55,Private,50164,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+32248,24,State-gov,123160,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,10,China,<=50K
+37429,46,Self-emp-inc,219962,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,,>50K
+87045,53,Private,79324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+27866,44,Private,129100,11th,7,Separated,Other-service,Unmarried,Black,Female,0,0,60,United-States,<=50K
+78118,40,Private,210275,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13309,48,Private,189462,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+87674,26,Private,171114,Assoc-voc,11,Separated,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+95412,22,Private,201799,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+12692,35,,200426,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,12,United-States,<=50K
+35696,20,,24395,Some-college,10,Never-married,,Unmarried,White,Female,0,0,20,United-States,<=50K
+85691,43,Private,191149,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93583,37,Local-gov,34173,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+88464,30,Private,350979,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+22326,41,Private,147314,HS-grad,9,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+28194,38,Private,136081,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+30244,77,,232894,9th,5,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+97430,42,Self-emp-not-inc,373403,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+15960,20,Private,120601,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+51044,36,Private,130926,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,3674,0,40,United-States,<=50K
+97830,32,Federal-gov,72338,Assoc-voc,11,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+47537,27,Private,129624,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79666,25,State-gov,328697,Some-college,10,Divorced,Protective-serv,Other-relative,White,Male,0,0,45,United-States,<=50K
+74002,40,Private,191196,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59887,18,,191117,11th,7,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+89365,49,Private,110243,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+96962,17,Private,181580,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+73075,29,Private,89030,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+82654,47,Private,345493,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,55,Taiwan,>50K
+73640,24,Self-emp-not-inc,277700,Some-college,10,Separated,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+7261,58,,198478,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+91302,29,Private,250679,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18504,45,Private,168837,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,24,Canada,>50K
+63659,30,Private,142675,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+15341,19,Private,299050,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+37942,59,Private,107833,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1485,40,United-States,>50K
+74858,47,Private,121958,7th-8th,4,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+90248,41,Private,282948,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,3137,0,40,United-States,<=50K
+23663,28,Private,176683,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,France,<=50K
+94109,46,Private,34377,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+35822,40,Self-emp-not-inc,209833,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+50512,66,State-gov,41506,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+52933,30,Local-gov,125159,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,14084,0,45,,>50K
+64788,44,Self-emp-not-inc,147206,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,12,United-States,<=50K
+21831,58,Self-emp-not-inc,93664,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+84783,21,Private,315065,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,48,Mexico,<=50K
+16574,59,Private,381851,9th,5,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+41695,35,Local-gov,185769,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+77469,45,Private,186272,9th,5,Married-civ-spouse,Adm-clerical,Husband,Black,Male,5178,0,40,United-States,>50K
+24060,30,Private,312667,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+84304,33,Private,343925,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+89740,26,Private,195994,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+39410,48,Private,398843,Some-college,10,Separated,Sales,Unmarried,Black,Female,0,0,35,United-States,<=50K
+28205,31,Private,73514,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+20095,36,Private,288049,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+26858,48,Private,54759,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+23888,30,Private,155343,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+26654,33,Private,401104,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,>50K
+55034,19,,124884,9th,5,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+3379,37,Local-gov,287306,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,Black,Female,99999,0,40,,>50K
+93406,53,Private,113995,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+72907,18,Private,146378,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,,<=50K
+60161,38,Private,111499,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+97082,34,Private,34374,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+63428,45,Private,162187,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+63857,33,Local-gov,147654,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+17461,35,Private,182467,Assoc-voc,11,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,44,United-States,<=50K
+49258,22,Private,183970,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+40424,35,Private,332588,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+14580,45,Private,26781,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,8,United-States,<=50K
+20264,17,Private,48610,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+22756,50,Private,162632,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+49588,38,Local-gov,91711,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+32529,33,Private,198003,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+33673,46,Private,179048,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,,<=50K
+31309,25,Private,262778,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,6849,0,50,United-States,<=50K
+268,64,Private,102470,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73661,62,Self-emp-not-inc,123170,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+76505,32,Private,164243,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+54353,17,Private,262511,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+49561,61,Private,51170,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+49201,40,State-gov,91949,Doctorate,16,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+33944,21,Private,123727,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+41246,39,Private,173175,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+30045,35,Self-emp-not-inc,120301,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+34903,29,Private,250967,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+5677,27,Federal-gov,285432,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+83912,20,Private,36235,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31700,34,,317219,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,>50K
+98476,51,Local-gov,110965,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+6295,45,Private,123283,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,15,United-States,<=50K
+14472,20,,249087,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+54700,31,Private,152940,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29567,29,Private,376680,HS-grad,9,Never-married,Tech-support,Own-child,Black,Male,0,0,40,United-States,<=50K
+32771,56,Private,231232,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,Canada,<=50K
+89639,55,Self-emp-not-inc,168625,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,12,United-States,>50K
+92712,26,Private,33939,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,20,United-States,<=50K
+98490,46,Private,155659,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,45,United-States,>50K
+25284,32,Local-gov,190228,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+27904,28,Private,216178,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+13162,27,Private,587310,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,35,Guatemala,<=50K
+59231,23,Private,155919,9th,5,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+98589,59,Private,227386,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54459,26,Private,138152,12th,8,Never-married,Craft-repair,Other-relative,Other,Male,0,0,48,Guatemala,<=50K
+36545,36,Private,167482,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85918,18,Private,57957,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+31874,33,Private,157747,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,70,United-States,<=50K
+46901,60,Self-emp-not-inc,88570,Assoc-voc,11,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,15,Germany,>50K
+36742,40,Private,273308,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,48,Mexico,<=50K
+75427,48,Private,216292,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,43,United-States,<=50K
+32023,27,Self-emp-not-inc,131298,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+87526,19,Private,386378,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+81756,38,Private,179668,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72274,26,Private,210812,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,43,United-States,<=50K
+47767,45,Federal-gov,311671,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,3908,0,40,United-States,<=50K
+36598,20,Private,215247,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+10424,32,Federal-gov,125856,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+44980,22,Private,74631,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,13,United-States,<=50K
+69046,22,Private,24008,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65471,38,State-gov,354591,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,114,0,38,United-States,<=50K
+47151,34,Private,155343,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,50,United-States,>50K
+27716,46,Private,308334,1st-4th,2,Widowed,Other-service,Unmarried,Other,Female,0,0,30,Mexico,<=50K
+44985,39,Private,245361,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+44534,79,Self-emp-not-inc,158319,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+51369,60,,204486,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,>50K
+76190,24,Private,314823,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,Dominican-Republic,<=50K
+20535,31,Private,211334,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,65,United-States,<=50K
+75097,37,Self-emp-not-inc,73199,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,3137,0,77,Vietnam,<=50K
+49280,23,Private,126550,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+72547,31,Private,260782,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,45,El-Salvador,<=50K
+24078,29,Private,114224,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+31857,22,State-gov,64292,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,43,United-States,<=50K
+52172,69,,628797,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+6438,55,Local-gov,219775,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+26077,43,Private,212894,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+57646,23,Private,260019,7th-8th,4,Never-married,Farming-fishing,Unmarried,Other,Male,0,0,36,Mexico,<=50K
+95906,29,Private,228075,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,35,Mexico,<=50K
+15789,22,Private,239806,Assoc-voc,11,Never-married,Other-service,Other-relative,White,Female,0,0,40,Mexico,<=50K
+80571,22,Private,324637,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+94093,25,Private,163620,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,84,United-States,>50K
+47858,29,Private,194200,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+1680,25,State-gov,129200,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+34059,33,Federal-gov,207172,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64302,33,Private,135312,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+70061,31,Private,100734,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,28,United-States,<=50K
+41486,30,Local-gov,226443,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,45,United-States,>50K
+73840,55,Private,110871,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+79262,36,Private,192704,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+56549,47,,224108,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+12983,28,Private,78870,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,8614,0,40,United-States,>50K
+86069,42,Private,107762,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+1779,51,Private,183611,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,0,0,55,Germany,<=50K
+38261,62,Local-gov,249078,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+1220,65,Self-emp-inc,208452,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+63745,23,Private,302195,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+89835,60,,199947,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,32,United-States,<=50K
+5526,47,Private,379118,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+47932,50,Self-emp-inc,174855,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+30165,70,,173736,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+89088,32,Self-emp-not-inc,39369,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72833,37,Federal-gov,196348,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+97138,31,Private,340917,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,14344,0,40,United-States,>50K
+61118,76,Private,97077,10th,6,Widowed,Sales,Unmarried,Black,Female,0,0,12,United-States,<=50K
+66077,54,Private,200098,Bachelors,13,Divorced,Sales,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+97313,32,Federal-gov,127651,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+19013,31,Private,315128,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,52,United-States,<=50K
+11305,31,Federal-gov,206823,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,>50K
+94362,65,Self-emp-not-inc,316093,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,1668,40,United-States,<=50K
+69688,30,Private,112115,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,Ireland,>50K
+48921,63,,203821,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+84619,21,Private,250051,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+9736,40,Federal-gov,298635,Masters,14,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,1902,40,Philippines,>50K
+22446,26,State-gov,109193,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+907,18,Private,130849,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+12276,34,Local-gov,43959,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+52914,66,Local-gov,222810,Some-college,10,Divorced,Other-service,Other-relative,White,Female,7896,0,40,,>50K
+659,44,Self-emp-not-inc,27242,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+73217,30,Private,53158,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15687,36,Self-emp-not-inc,206520,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+48685,31,Private,164190,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+78353,22,Private,287988,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+4952,28,,200819,7th-8th,4,Divorced,,Own-child,White,Male,0,0,84,United-States,<=50K
+69799,23,Private,83891,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+35701,49,Private,65087,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+37754,39,Self-emp-not-inc,363418,Bachelors,13,Separated,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+46666,67,,182378,Bachelors,13,Married-civ-spouse,,Husband,White,Male,9386,0,60,United-States,>50K
+66613,19,Private,278870,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+79298,30,Private,174789,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,50,United-States,>50K
+64533,25,Private,228608,Some-college,10,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Female,0,0,40,Cambodia,<=50K
+53226,24,Private,184400,HS-grad,9,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,30,,<=50K
+28810,46,Private,263568,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+95514,37,Private,117381,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+67702,41,Federal-gov,83411,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+87032,40,Self-emp-not-inc,49156,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+55225,44,Private,421449,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+77480,32,Private,238944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+85003,58,Private,188982,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,20,United-States,>50K
+76338,48,Private,175925,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+68923,34,Private,164190,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+47209,29,Private,232914,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+32247,46,Self-emp-inc,120121,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+70518,36,Local-gov,180805,HS-grad,9,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+6402,59,Local-gov,161944,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+24112,29,Private,319149,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Mexico,<=50K
+60419,50,,22428,Masters,14,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78889,25,Private,290528,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+19101,27,Private,123984,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Philippines,<=50K
+59458,48,Private,34186,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+68792,51,Federal-gov,282680,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,70,United-States,>50K
+32758,36,Private,183892,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,8614,0,45,United-States,>50K
+62689,42,Local-gov,195124,11th,7,Divorced,Sales,Unmarried,White,Male,7430,0,50,Puerto-Rico,>50K
+49529,49,State-gov,55938,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+31929,33,Private,209900,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,20,United-States,<=50K
+80320,40,Private,179717,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1564,60,United-States,>50K
+60872,26,Private,150361,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43484,69,,164102,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,>50K
+13721,59,Private,252714,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,Italy,<=50K
+54010,30,Private,205204,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+80457,31,Local-gov,168906,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+22611,30,Private,112115,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+75716,27,Private,116531,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66020,20,,202994,Some-college,10,Never-married,,Own-child,White,Female,0,0,16,United-States,<=50K
+72086,56,Private,191917,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,4101,0,40,United-States,<=50K
+32342,24,Private,341294,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+7584,47,Private,216734,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+66318,51,Private,182187,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+60393,34,Private,424988,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+90655,47,Private,379118,HS-grad,9,Divorced,Other-service,Unmarried,Black,Male,0,0,9,United-States,<=50K
+7565,47,Private,168232,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,44,United-States,>50K
+86424,20,Private,147171,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+83326,34,Self-emp-inc,207668,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,,>50K
+57655,31,Private,193650,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69436,42,Private,200187,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+25687,52,Private,188644,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+1878,56,Private,398067,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16545,53,Private,29658,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32799,26,Private,154966,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+59382,81,Private,364099,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+45113,28,,291374,10th,6,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+3641,57,Federal-gov,97837,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,>50K
+63711,34,Private,117983,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80676,31,,345497,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+90063,24,Private,64167,Assoc-voc,11,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+50356,20,Private,315877,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,2001,40,United-States,<=50K
+45553,68,Federal-gov,232151,Some-college,10,Divorced,Adm-clerical,Other-relative,Black,Female,2346,0,40,United-States,<=50K
+54702,60,Private,225526,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+19477,37,Federal-gov,289653,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+55915,25,Private,179462,7th-8th,4,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+28116,36,Federal-gov,67317,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+62780,45,Private,77764,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44926,34,Private,253438,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+34954,31,Private,150309,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+92260,47,Self-emp-not-inc,83064,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+18070,60,Self-emp-not-inc,376973,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+86127,75,Private,311184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,24,United-States,<=50K
+65369,43,Local-gov,159449,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+78027,18,Private,168288,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+38034,25,Private,74883,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,1092,40,Philippines,<=50K
+48693,20,Private,275190,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+54221,32,Private,189838,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+74199,57,Self-emp-inc,101338,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+1510,43,Private,331894,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+24256,18,Self-emp-not-inc,40293,HS-grad,9,Never-married,Farming-fishing,Other-relative,White,Male,0,0,40,United-States,<=50K
+42799,41,Local-gov,88904,Bachelors,13,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+21284,48,Private,145041,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Dominican-Republic,<=50K
+21770,35,Private,46385,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,90,United-States,>50K
+59409,41,State-gov,363591,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+97007,23,Private,183327,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,1594,20,United-States,<=50K
+76815,32,State-gov,182556,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,45,United-States,>50K
+20492,33,Private,267859,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+39258,58,Private,190747,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+79882,22,Private,162869,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,65,United-States,<=50K
+85430,33,Private,141229,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+80273,42,Self-emp-not-inc,174216,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+6021,25,Private,366416,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+50602,39,Private,172538,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+20790,35,Private,193026,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+43817,50,Private,184424,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,38,United-States,>50K
+41851,49,Local-gov,337768,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+71928,25,Local-gov,179059,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+48171,47,Federal-gov,99549,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39603,46,Private,72619,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+33233,42,State-gov,55764,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+42795,37,Private,30267,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,>50K
+13979,25,Private,308144,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+70969,29,Private,206351,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+26034,26,Private,282304,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+61292,26,,176077,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+29282,45,Self-emp-inc,142719,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+76079,34,Private,114973,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+90265,33,Federal-gov,159548,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39541,43,Private,91209,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+71935,28,Private,196564,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+7096,51,Self-emp-not-inc,149220,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,<=50K
+66865,21,Private,169699,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+20278,23,Private,218215,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+19162,30,Private,156718,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91481,46,Private,55720,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+16226,38,Self-emp-inc,257250,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+44138,20,Private,194630,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44136,36,Private,398931,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,50,United-States,>50K
+56352,37,Self-emp-not-inc,362062,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+43313,44,Local-gov,101593,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,1876,42,United-States,<=50K
+45630,33,Private,196266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+90244,45,Local-gov,197332,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27589,47,Private,97842,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+58373,54,Private,86837,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,1902,40,United-States,>50K
+30110,17,Private,57324,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+8528,43,Private,116852,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,36,Portugal,>50K
+97859,45,Private,154430,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,10520,0,50,United-States,>50K
+80361,37,Private,38468,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21088,44,Local-gov,188808,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+71316,55,Local-gov,177163,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,914,0,50,United-States,<=50K
+92903,41,Private,187322,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+43244,23,Private,107578,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,2174,0,40,United-States,<=50K
+50533,38,Private,168680,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+72793,23,Private,256755,Bachelors,13,Never-married,Handlers-cleaners,Other-relative,White,Female,0,0,40,Cuba,<=50K
+22097,35,Private,360799,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+56956,18,Private,188476,11th,7,Never-married,Exec-managerial,Own-child,White,Male,0,0,20,United-States,<=50K
+55143,47,Private,30457,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+23054,25,Private,252752,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+84997,41,Self-emp-not-inc,443508,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+83415,23,Private,244408,Some-college,10,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,24,Vietnam,<=50K
+98886,41,Private,178983,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+10891,26,Private,143068,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,2407,0,50,United-States,<=50K
+22359,30,Local-gov,247328,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73503,42,Private,201732,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+85679,35,Private,246829,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+10857,28,,290267,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,18,United-States,<=50K
+43015,29,Private,119170,Some-college,10,Separated,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+52155,21,Private,207923,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+41988,48,State-gov,170142,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+51112,44,Self-emp-not-inc,187164,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,60,United-States,<=50K
+8152,34,Local-gov,303867,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+44251,19,Private,291429,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+13461,32,Private,213179,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,>50K
+44677,31,State-gov,111843,Assoc-acdm,12,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+66551,25,Private,297154,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2407,0,40,United-States,<=50K
+44530,47,Federal-gov,68493,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+59160,46,Federal-gov,340718,11th,7,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52961,18,Private,194059,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+69680,31,Private,47296,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1740,20,United-States,<=50K
+92952,28,State-gov,286310,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+70366,38,Private,207202,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+93208,33,Self-emp-inc,132601,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32873,17,,139183,10th,6,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+50479,41,Private,160785,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+48582,46,Private,117849,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+38180,38,Local-gov,225605,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,<=50K
+19568,24,Private,190290,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+21129,49,Private,164799,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+97978,60,Federal-gov,21876,Some-college,10,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+11984,44,Private,160785,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+84314,63,Self-emp-inc,272425,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+40594,40,Private,168538,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+50368,45,Self-emp-inc,204205,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+39172,49,Private,142287,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,50,United-States,>50K
+72092,36,Private,169926,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36605,65,Local-gov,205024,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,8,United-States,<=50K
+10129,41,Private,374764,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Male,0,0,20,United-States,<=50K
+36892,25,Private,108779,Masters,14,Separated,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+58152,20,,293136,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+45605,60,Private,227332,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71507,17,Local-gov,246308,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,Puerto-Rico,<=50K
+75659,28,Private,51331,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,16,United-States,>50K
+25934,31,Private,153078,Assoc-acdm,12,Never-married,Craft-repair,Own-child,Other,Male,0,0,50,United-States,<=50K
+89713,47,Private,169180,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+70251,45,Self-emp-not-inc,193451,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+19170,51,Private,305147,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46798,23,Private,138892,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+56414,44,Self-emp-not-inc,402397,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,60,United-States,>50K
+39990,34,Private,223267,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,<=50K
+66810,19,Private,29250,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+59258,51,,203953,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+45890,46,State-gov,29696,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+77912,30,Private,315640,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1977,40,China,>50K
+50724,37,Private,632613,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,Mexico,<=50K
+91289,56,Private,282023,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+67872,29,Private,77760,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+79527,46,Self-emp-not-inc,148599,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+27679,55,Private,414994,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59939,45,Private,339863,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,8614,0,48,United-States,>50K
+44032,34,Private,499249,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+50582,45,,144354,9th,5,Separated,,Own-child,Black,Male,0,0,40,United-States,<=50K
+45259,41,Private,252058,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96708,22,,99543,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+53241,34,Private,117963,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+10132,27,Private,194652,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+85800,29,Private,299705,Some-college,10,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,37,United-States,<=50K
+22633,19,Federal-gov,27433,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+31073,47,Local-gov,39986,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+88909,43,Self-emp-inc,135342,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+46263,52,Private,270142,Assoc-voc,11,Separated,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,<=50K
+31756,33,Self-emp-not-inc,118267,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+40223,29,Private,266043,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60511,23,Private,35633,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+24779,23,Private,74568,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71920,39,Private,214816,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+24956,43,Private,222971,5th-6th,3,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Mexico,<=50K
+88886,31,Private,259425,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+58237,47,Self-emp-inc,212120,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+45595,26,Private,245880,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+44618,58,Local-gov,54947,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+51793,47,Self-emp-inc,79627,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,27828,0,50,United-States,>50K
+47511,55,Private,151474,Bachelors,13,Never-married,Tech-support,Other-relative,White,Female,0,1590,38,United-States,<=50K
+38562,26,Private,132661,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,5013,0,40,United-States,<=50K
+68632,28,Private,161674,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+50772,36,Private,62346,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+25423,40,Private,227236,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+97843,19,Private,283033,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35313,63,Self-emp-not-inc,298249,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,10605,0,40,United-States,>50K
+45236,42,Private,251229,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13645,76,Private,199949,9th,5,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,13,United-States,<=50K
+58140,23,State-gov,305498,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4212,38,Self-emp-not-inc,203836,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32869,33,State-gov,79440,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,30,Japan,<=50K
+68983,48,Local-gov,142719,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+12369,56,Private,119859,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,>50K
+96775,32,Private,141410,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+41358,44,Local-gov,202872,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+44876,27,Private,198813,HS-grad,9,Divorced,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+52459,33,Federal-gov,129707,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+50853,22,Private,445758,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+386,18,,30246,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+5836,44,Private,173981,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72580,42,Private,108506,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+64885,34,Private,134886,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10943,45,Federal-gov,181970,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1672,40,United-States,<=50K
+38819,57,Self-emp-inc,282913,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Cuba,<=50K
+96459,59,Local-gov,196013,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+21068,33,Federal-gov,348491,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+12185,52,Private,416164,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,49,Mexico,<=50K
+91691,17,Private,121037,12th,8,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+79171,29,Private,103111,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,Canada,<=50K
+26201,63,Self-emp-not-inc,147589,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+28534,20,Private,24008,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,24,United-States,<=50K
+92466,42,Self-emp-inc,123838,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+86813,50,Self-emp-not-inc,175456,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+95178,55,Private,84774,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,30,United-States,<=50K
+78673,27,Private,194590,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,25,United-States,<=50K
+14450,28,Private,134566,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+69377,55,Private,211678,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+6071,44,Federal-gov,44822,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86336,53,State-gov,144586,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76539,23,Private,119156,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23849,25,Private,371987,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+65404,44,State-gov,144125,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60531,55,Private,31905,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+28831,48,Self-emp-not-inc,121124,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+87117,46,Private,58126,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90875,26,Private,318518,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56959,30,Private,296509,7th-8th,4,Separated,Farming-fishing,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+37500,32,Private,473133,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40315,52,Private,155434,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+18376,52,Private,99185,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+50054,39,Private,56648,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,47,United-States,<=50K
+59116,57,Local-gov,118481,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+17460,21,Private,321666,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,594,0,40,United-States,<=50K
+68983,22,State-gov,119838,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+33616,26,Private,330695,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55667,26,State-gov,58039,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+29908,44,Private,313022,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+92423,42,Private,178134,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+29495,40,Private,165309,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+91388,22,Private,216181,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+93298,62,Private,178745,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+43488,44,Private,111067,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89364,18,,163788,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+73207,33,Self-emp-not-inc,295591,1st-4th,2,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+15776,45,Private,123075,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+16859,18,Private,78045,11th,7,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+63736,32,Local-gov,255004,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49592,33,Private,254221,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+18736,20,Private,174714,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,15,United-States,<=50K
+56573,68,Self-emp-not-inc,450580,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+92192,61,Private,128230,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+79534,48,Private,192894,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+64378,45,Private,325390,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+90625,36,Self-emp-not-inc,20333,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,7688,0,40,United-States,>50K
+60285,32,Federal-gov,128714,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,32,United-States,<=50K
+99745,35,Private,170797,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29318,39,Private,269186,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+1810,53,Private,127671,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8510,30,Private,211840,Some-college,10,Separated,Sales,Unmarried,Black,Female,0,0,16,United-States,<=50K
+97244,37,Private,163392,HS-grad,9,Never-married,Transport-moving,Other-relative,Asian-Pac-Islander,Male,0,0,40,,<=50K
+9560,40,Private,201495,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,45,United-States,<=50K
+68215,25,Private,251854,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+76516,41,Private,279297,HS-grad,9,Never-married,Sales,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+91564,52,Self-emp-not-inc,195462,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,>50K
+96408,33,Private,170769,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67975,28,Private,142443,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+46248,25,Self-emp-not-inc,182809,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+56627,53,Private,121441,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+34586,44,Private,275094,1st-4th,2,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+85533,35,Private,170263,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+37814,38,Private,172571,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,58,Poland,<=50K
+86037,34,Private,178615,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+74030,33,Private,279524,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13392,24,State-gov,165201,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,45,United-States,<=50K
+43586,65,Local-gov,323006,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+51511,29,Private,235168,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+27858,39,Self-emp-inc,114844,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+5771,46,Local-gov,216414,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+45144,37,Private,34378,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,2580,0,60,United-States,<=50K
+19180,47,State-gov,80914,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,47,United-States,>50K
+32682,62,Private,73292,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+49761,54,Self-emp-not-inc,212165,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+41864,90,Private,52386,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+12776,33,Private,205649,Assoc-acdm,12,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+29650,57,Private,109638,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,45,United-States,<=50K
+52612,25,Private,200408,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+40912,44,Self-emp-inc,187720,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+15567,52,Private,236180,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+15840,21,Private,118693,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+5631,31,Private,363130,HS-grad,9,Never-married,Other-service,Unmarried,Black,Male,0,0,18,United-States,<=50K
+68227,39,Private,225544,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Poland,<=50K
+31927,59,Federal-gov,243612,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+74160,29,Self-emp-not-inc,160786,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+72931,49,Private,234320,7th-8th,4,Never-married,Prof-specialty,Other-relative,Black,Male,0,0,45,United-States,<=50K
+52815,34,Private,314646,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54467,22,Private,124971,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87344,32,Private,209184,Bachelors,13,Married-civ-spouse,Sales,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+40453,39,State-gov,121838,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+88318,46,Private,265275,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+95955,50,Private,71417,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+15673,34,Private,45522,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10791,28,Local-gov,250135,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,55,United-States,<=50K
+68119,18,Private,120283,12th,8,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+76935,20,Private,216972,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+28432,20,Private,116791,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+85287,55,State-gov,26290,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,38,United-States,<=50K
+11652,22,Private,216134,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+59795,60,Self-emp-not-inc,143932,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+9405,40,Private,217120,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+50460,47,State-gov,223944,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+16579,23,Private,185452,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,Canada,<=50K
+82635,57,Local-gov,44273,HS-grad,9,Widowed,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41653,52,Private,178983,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+28090,42,Private,219288,7th-8th,4,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56226,25,Private,349190,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+93602,49,Self-emp-inc,158685,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2377,40,United-States,>50K
+61516,41,Federal-gov,57924,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+6769,40,State-gov,270324,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,30,United-States,<=50K
+58179,38,Private,33001,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+10929,58,Private,204021,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,Canada,<=50K
+69706,26,Private,192506,Bachelors,13,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+88143,57,Private,372967,10th,6,Divorced,Adm-clerical,Other-relative,White,Female,0,0,70,Germany,<=50K
+81505,28,Private,273929,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1628,60,United-States,<=50K
+2973,42,Private,195821,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+69994,28,Private,56179,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,55,United-States,<=50K
+18850,17,,127003,9th,5,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+1337,39,Self-emp-not-inc,124090,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19790,28,Private,199600,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+34229,42,Private,255847,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,48,United-States,>50K
+53573,51,Self-emp-not-inc,218311,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+86191,27,Private,167336,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+98730,41,Private,59938,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+37315,28,Private,263728,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33290,54,Self-emp-not-inc,278230,Some-college,10,Divorced,Farming-fishing,Unmarried,White,Female,10520,0,30,United-States,>50K
+85583,73,,180603,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+78751,49,Private,43910,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+38759,47,Private,190139,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+60850,27,Private,109001,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,49,United-States,<=50K
+3517,42,Local-gov,159931,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+53869,32,Private,194987,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+99407,32,Local-gov,87310,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,41,United-States,<=50K
+93536,27,Private,133937,Masters,14,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+17036,29,Private,207064,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19942,22,Private,36011,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+46704,41,Federal-gov,168294,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,40,United-States,>50K
+90453,49,Local-gov,194895,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7298,0,40,United-States,>50K
+29291,58,Self-emp-not-inc,49884,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+91641,41,Self-emp-not-inc,27305,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,7688,0,40,United-States,>50K
+58221,26,Private,229977,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+3126,21,Private,64520,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+8264,32,,134886,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,2,United-States,>50K
+73089,37,Private,305379,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1732,23,Private,202284,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+94996,42,Self-emp-not-inc,99185,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+68111,25,Private,159662,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Male,0,0,26,United-States,>50K
+7844,67,Private,197865,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15604,41,Local-gov,175149,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+65216,49,Local-gov,349633,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+91014,36,Private,135293,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,45,,<=50K
+5408,18,Private,242893,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+64759,25,Private,218667,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+38119,43,State-gov,144811,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+46460,38,Private,146091,Doctorate,16,Married-civ-spouse,Exec-managerial,Wife,White,Female,99999,0,36,United-States,>50K
+51424,21,Private,206861,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,,<=50K
+57967,65,Self-emp-not-inc,226215,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+96939,66,Private,114447,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+84188,33,Private,124187,11th,7,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+60563,51,Private,147954,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,3411,0,38,United-States,<=50K
+98398,27,Self-emp-inc,64379,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+93572,17,Private,156501,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+75500,32,Private,207668,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+13506,61,,161279,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,36,United-States,<=50K
+68183,38,Private,225707,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Cuba,>50K
+2124,43,Local-gov,115603,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+57953,40,State-gov,506329,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+8949,63,Private,275034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1740,35,United-States,<=50K
+99152,76,,172637,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,>50K
+72157,42,Private,56483,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+58485,43,Federal-gov,144778,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+75457,76,Self-emp-not-inc,33213,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,,>50K
+37017,41,Local-gov,297248,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,45,United-States,>50K
+57509,17,Private,137042,10th,6,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+79574,30,Self-emp-not-inc,33308,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38687,30,Private,158420,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,Iran,<=50K
+5084,22,Private,41763,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+38035,53,,220640,Bachelors,13,Divorced,,Other-relative,Other,Female,0,0,20,United-States,<=50K
+4165,28,Private,149734,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,52,United-States,<=50K
+3719,25,,262245,Assoc-voc,11,Never-married,,Own-child,White,Female,3418,0,40,United-States,<=50K
+86940,24,Private,349691,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+20078,47,Private,185385,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+39138,34,Self-emp-not-inc,174463,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+31189,26,Private,236068,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,20,United-States,<=50K
+41485,63,,445168,Bachelors,13,Widowed,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,56,United-States,<=50K
+85735,25,Private,91334,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,United-States,<=50K
+36667,28,Private,33895,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+63766,36,Private,214816,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59112,24,Private,229773,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68785,51,Self-emp-inc,166386,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,35,Taiwan,<=50K
+70734,44,Private,266135,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+60726,18,Private,300379,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+31750,54,Federal-gov,392502,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+64203,61,Private,73809,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71164,51,Private,193720,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+13370,43,Private,316183,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+68655,51,Private,162944,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45734,50,Local-gov,186888,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+65685,27,,330132,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+26090,24,Private,192017,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,United-States,<=50K
+37231,20,State-gov,161978,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+89441,52,Private,202930,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+977,57,Local-gov,323309,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46227,49,Self-emp-inc,197332,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+56585,42,Self-emp-inc,204033,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,,<=50K
+87527,22,Private,271274,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56500,38,Private,174242,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+61496,21,Private,209483,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+26754,39,Federal-gov,99146,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,60,United-States,>50K
+86831,52,Self-emp-not-inc,102346,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+30162,25,Private,181666,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+47470,50,Private,207367,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+39302,35,State-gov,82622,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+56619,50,Private,202296,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+1496,58,Private,142182,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+83003,48,Federal-gov,94342,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+34810,30,Private,41493,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,Canada,<=50K
+59380,18,Private,181712,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+75990,29,Self-emp-not-inc,164607,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28201,52,Self-emp-not-inc,41496,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+85985,63,Private,143098,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+26703,36,Local-gov,196529,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+83851,24,Private,157332,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,42,United-States,<=50K
+16234,30,Local-gov,154935,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+846,23,Private,223231,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+35148,35,,253860,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,20,United-States,<=50K
+16786,21,Private,362589,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+53289,28,Private,94880,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,43,Mexico,<=50K
+75514,20,Private,309580,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+45485,18,Private,130389,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,Scotland,<=50K
+11300,21,Private,349365,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+44116,27,Private,376936,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34333,42,Private,179557,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19404,21,Private,105577,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+86724,51,Private,224207,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+45429,27,Federal-gov,47907,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58989,23,Self-emp-not-inc,191283,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+97710,57,Private,20953,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+45363,22,State-gov,186569,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,12,United-States,<=50K
+42071,59,Private,43221,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+526,38,Private,161141,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5695,20,Private,203003,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+40531,90,Private,141758,9th,5,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43427,35,Private,113322,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+14594,50,Private,343847,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,>50K
+84888,45,Private,214068,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+69177,44,Private,116632,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+45158,23,Private,240160,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+96643,34,Private,516337,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+62962,23,Self-emp-inc,284651,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,43,United-States,<=50K
+98625,39,State-gov,141420,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+807,19,Private,42750,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,United-States,<=50K
+70702,54,Private,165278,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+13810,40,Private,167265,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+75296,44,Private,139907,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+69946,31,Self-emp-inc,236415,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+33816,25,Private,312966,9th,5,Separated,Handlers-cleaners,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+489,33,Private,118941,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,32,United-States,>50K
+82867,32,Private,198068,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+69199,36,Private,373952,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+88799,47,Self-emp-not-inc,236111,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,55,United-States,>50K
+78553,80,Private,157778,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,10,United-States,<=50K
+58353,21,Private,143604,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+97268,35,Self-emp-not-inc,319831,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+93820,77,,132728,Masters,14,Divorced,,Not-in-family,White,Male,0,0,45,United-States,<=50K
+69182,30,Private,137606,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5013,0,40,United-States,<=50K
+50294,35,,61343,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+67840,49,Private,268234,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+28420,33,Private,100135,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1740,25,United-States,<=50K
+51706,53,Self-emp-not-inc,34973,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+47742,41,Private,323790,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,55,United-States,<=50K
+14998,57,Private,319733,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Poland,>50K
+35168,21,,180339,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+51625,19,Private,125591,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+96966,28,Private,60772,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+25860,42,Federal-gov,74680,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Male,0,2001,60,United-States,<=50K
+84875,29,Self-emp-not-inc,141185,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+85067,38,,204668,Assoc-voc,11,Separated,,Unmarried,White,Female,0,0,25,United-States,<=50K
+22535,26,Private,273792,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+97786,41,Private,70037,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,3004,60,,>50K
+48503,40,Private,343068,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27499,36,Self-emp-not-inc,177907,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+17280,28,Private,144063,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+85391,25,Self-emp-not-inc,257574,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+99024,42,Self-emp-not-inc,67065,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+41847,32,Private,183356,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+16378,32,Private,152940,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+43321,37,Private,227128,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10816,39,Local-gov,45607,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,<=50K
+4476,49,Private,155489,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93530,28,,230704,HS-grad,9,Never-married,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+1492,24,,267955,9th,5,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+92021,19,Private,165115,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20732,31,Private,49923,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+5709,40,Private,272240,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31114,29,Private,255476,7th-8th,4,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,Mexico,<=50K
+92472,59,Private,194290,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+50579,52,Private,145548,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+94743,27,Private,175262,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+11283,45,Local-gov,37306,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+43840,58,Private,137547,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+6571,53,Private,276515,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,Cuba,<=50K
+11500,23,Private,174626,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+37965,35,Private,215310,11th,7,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+87657,49,Private,332355,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+85854,49,Private,204057,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78844,25,Private,391591,12th,8,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84446,47,Private,169092,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,>50K
+84217,28,Private,230743,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34607,20,Private,190963,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+48611,74,,204840,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,56,Mexico,<=50K
+39166,19,Private,169853,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,24,United-States,<=50K
+31494,28,Private,212091,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2580,0,40,United-States,<=50K
+62898,31,Private,202822,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+9344,61,,226989,Some-college,10,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22179,30,Private,140011,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,53,United-States,<=50K
+11898,20,,432376,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,Germany,<=50K
+27685,35,Private,90273,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,>50K
+63286,23,Private,224424,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+80434,25,Private,168943,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+89973,19,Private,571853,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+27337,30,Private,156464,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+87144,26,Private,108542,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+20918,34,Local-gov,194325,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+5357,49,Private,114797,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+1607,35,Private,40135,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2042,40,United-States,<=50K
+25650,38,Private,204756,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+98056,36,Private,228190,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,20,United-States,<=50K
+15556,33,Private,163392,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,>50K
+45268,54,Private,138845,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56613,19,Local-gov,169853,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+87658,18,Never-worked,206359,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+65260,60,Private,224097,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9295,28,Self-emp-not-inc,160786,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+60528,43,Self-emp-not-inc,190044,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+43434,49,Local-gov,145290,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+81415,25,Private,120268,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,70,United-States,<=50K
+79766,17,Private,327434,10th,6,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+31742,41,Self-emp-inc,218302,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+37053,30,Private,1184622,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,35,United-States,<=50K
+95308,90,Local-gov,227796,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,60,United-States,>50K
+18225,25,Private,206343,HS-grad,9,Never-married,Protective-serv,Other-relative,White,Male,0,0,40,United-States,<=50K
+6350,27,Private,36851,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+1098,29,Private,148550,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66674,55,Private,157079,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,,>50K
+64615,31,Federal-gov,142470,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+40366,43,Private,86750,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,<=50K
+69327,63,Private,361631,Masters,14,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+80112,46,Private,163229,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+99508,59,Private,179594,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+50100,42,Private,254773,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,50,United-States,>50K
+5361,26,Private,58065,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+61863,26,Private,205428,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+63615,20,,41183,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+21555,19,,308064,HS-grad,9,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+41717,61,Private,173924,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Puerto-Rico,>50K
+75717,23,State-gov,142547,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+489,24,Private,119704,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+47823,35,Private,275364,Bachelors,13,Divorced,Tech-support,Unmarried,White,Male,7430,0,40,Germany,>50K
+43054,42,Self-emp-not-inc,207392,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,12,United-States,<=50K
+56882,31,Private,147215,12th,8,Divorced,Other-service,Unmarried,White,Female,0,0,21,United-States,<=50K
+60494,31,Private,101562,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,55,United-States,<=50K
+13719,63,Private,216413,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+13595,29,State-gov,188986,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,1590,64,United-States,<=50K
+63724,43,State-gov,52849,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+13935,22,Private,304710,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,10,Vietnam,<=50K
+23084,17,Private,265657,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+3639,23,Self-emp-not-inc,258298,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,2231,40,United-States,>50K
+19224,35,Private,360814,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+15927,32,Private,53260,HS-grad,9,Divorced,Other-service,Unmarried,Other,Female,0,0,28,United-States,<=50K
+61537,50,Self-emp-inc,127315,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+38331,25,Private,233777,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,,<=50K
+35833,26,Local-gov,197530,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91350,32,Private,340940,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+5407,29,Private,88432,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+38050,57,Private,183810,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+65527,90,Private,51744,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,50,United-States,>50K
+25805,35,Private,175614,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+69724,31,Self-emp-not-inc,235237,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+11765,60,Private,227266,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+10117,21,Private,146499,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,1579,40,United-States,<=50K
+54085,71,Local-gov,337064,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27130,22,Private,141003,Assoc-voc,11,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+19777,50,Local-gov,117791,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16015,37,Private,172846,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+34529,23,Private,73514,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+2159,74,Private,211075,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+76204,67,Private,197816,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1844,70,United-States,<=50K
+34879,59,Private,43221,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+44093,28,Private,183780,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1740,40,United-States,<=50K
+34936,45,Private,26781,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+8343,63,Self-emp-not-inc,271550,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+17998,39,Private,250157,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,63,United-States,<=50K
+19464,33,State-gov,913447,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+93640,32,Private,153078,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+34610,34,Private,181091,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+88619,39,Private,231491,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+85005,29,State-gov,95423,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,36,United-States,<=50K
+19467,22,Private,234663,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+95593,53,Private,283602,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,13550,0,43,United-States,>50K
+26609,46,Private,328669,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+32335,51,Private,143741,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+8876,44,Private,83508,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,2354,0,99,United-States,<=50K
+3822,56,State-gov,81954,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62688,27,Private,261375,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+48185,52,Private,310045,9th,5,Married-spouse-absent,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,30,China,<=50K
+254,39,Private,316211,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+98723,45,Federal-gov,88564,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+15482,37,Private,61299,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+33258,33,Private,113364,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+71088,35,,476573,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+3679,46,Private,267107,5th-6th,3,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,45,Italy,<=50K
+55990,35,Private,48123,12th,8,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,50,United-States,<=50K
+97228,33,Private,214635,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+95468,48,Private,115585,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+68691,32,Private,194141,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+58130,18,,23233,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+67334,20,Private,89991,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+31784,35,Private,101709,HS-grad,9,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,60,United-States,<=50K
+29526,19,Private,237455,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,25,United-States,<=50K
+96653,21,Private,206492,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,,<=50K
+68356,56,Private,28729,11th,7,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45756,28,Private,153475,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,El-Salvador,<=50K
+78484,45,Private,275517,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+3058,32,Private,128002,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,45,United-States,<=50K
+5524,44,Private,175485,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,12,United-States,<=50K
+9142,55,Private,189664,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+86389,34,Private,209808,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+76077,33,Private,176992,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+65191,36,Private,154669,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+89440,25,Private,191271,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+57935,28,Private,375482,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22855,39,Private,102953,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,55,United-States,>50K
+87191,53,Private,169182,10th,6,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Columbia,<=50K
+77747,47,Private,184005,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,3325,0,45,United-States,<=50K
+65251,49,Self-emp-inc,30751,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+66044,22,Private,145477,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+70370,31,Private,91964,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+30852,44,Self-emp-inc,49249,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,80,United-States,<=50K
+6014,19,Private,218956,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+15861,37,Self-emp-not-inc,241306,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35321,60,,251572,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,35,Poland,<=50K
+59589,23,Private,319842,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+39976,44,Private,332401,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+36246,54,Local-gov,182388,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+28548,23,Private,205939,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+60124,21,Private,203914,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+98045,19,State-gov,156294,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+58379,51,Private,254211,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,>50K
+47992,41,Private,151504,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+57451,61,Private,85548,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,18,United-States,>50K
+93237,19,Self-emp-not-inc,30800,10th,6,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+9665,22,Private,131230,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+8844,22,Private,61850,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31741,49,Private,227800,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,32,United-States,<=50K
+1667,35,Private,133454,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+70090,38,Private,104094,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+23170,29,Private,105422,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+41310,56,Private,142182,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+99676,41,Private,336643,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,80,United-States,<=50K
+11575,62,Self-emp-inc,200577,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+53100,27,Private,208703,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Japan,<=50K
+75229,55,,193895,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,England,<=50K
+68388,25,Private,272428,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,4416,0,42,United-States,<=50K
+79573,33,Private,56701,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,75,United-States,>50K
+62450,26,Private,288592,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66190,43,Private,266439,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+98858,53,Federal-gov,276868,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+97716,43,Private,131435,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67819,56,Private,175127,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+82634,25,Private,277444,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+86519,60,Private,63296,Masters,14,Divorced,Prof-specialty,Other-relative,Black,Male,0,0,40,United-States,<=50K
+3292,28,Private,96337,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94414,21,Private,221955,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Mexico,<=50K
+94006,40,Private,197923,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,2977,0,40,United-States,<=50K
+73083,29,Private,632593,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+69069,20,Private,205970,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,25,United-States,<=50K
+21473,25,Private,139730,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,80,United-States,>50K
+15804,18,Private,201901,11th,7,Never-married,Sales,Own-child,White,Female,0,0,10,United-States,<=50K
+78288,32,State-gov,230224,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+65101,27,Private,113464,1st-4th,2,Never-married,Other-service,Own-child,Other,Male,0,0,35,Dominican-Republic,<=50K
+3042,48,Private,94461,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,16,United-States,<=50K
+33959,20,Private,271379,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+1696,55,Private,231738,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,England,<=50K
+74327,33,Local-gov,198183,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+59116,21,State-gov,140764,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+73808,43,Self-emp-not-inc,183479,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+64142,35,Private,165767,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+2240,39,Local-gov,139364,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+38478,19,Private,227491,HS-grad,9,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+10848,25,Private,222254,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+75150,44,Private,193494,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,>50K
+65871,27,Private,29261,Assoc-acdm,12,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56965,39,Private,174368,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+67733,69,Private,108196,10th,6,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+71035,34,Private,110622,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+10577,20,,201680,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+40937,37,Private,130277,5th-6th,3,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+70660,43,Local-gov,98130,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,39,United-States,<=50K
+25389,62,,235521,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,48,United-States,<=50K
+9073,34,State-gov,595000,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+6190,31,Self-emp-not-inc,349148,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+32284,42,State-gov,117583,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,60,United-States,>50K
+11744,26,Private,164583,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+14117,39,Private,340091,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,75,United-States,<=50K
+16592,25,Private,49092,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+37868,54,Local-gov,186884,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,30,United-States,<=50K
+55851,44,State-gov,167265,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+62796,34,State-gov,34104,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,38,United-States,>50K
+46900,21,Self-emp-inc,265116,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44055,50,Private,128378,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,55,,<=50K
+91386,33,Private,158416,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12954,40,Self-emp-inc,169878,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+66649,44,Private,296728,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+95279,33,Local-gov,342458,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+46915,21,Local-gov,38771,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+65390,35,Self-emp-not-inc,269300,Bachelors,13,Never-married,Other-service,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+97388,43,Private,111483,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+47864,57,,199114,10th,6,Separated,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+14965,51,Local-gov,33863,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+70611,29,Private,132874,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3114,51,Local-gov,277024,HS-grad,9,Separated,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+27836,35,Private,112160,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+11871,18,Private,703067,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+32248,58,Private,127264,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+35475,57,Self-emp-inc,257200,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+23911,19,Private,57206,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+69051,37,Private,201319,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+63306,38,Private,114079,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+91885,45,Private,230979,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27944,27,Private,292472,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+11541,64,,286732,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75420,38,Local-gov,134444,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,<=50K
+38087,30,Private,172403,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+8897,46,Private,191357,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+99764,18,,279288,10th,6,Never-married,,Other-relative,White,Female,0,0,30,United-States,<=50K
+76463,60,Private,389254,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+77190,30,Private,303867,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,44,United-States,<=50K
+77359,47,Private,164113,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,7688,0,40,United-States,>50K
+46270,39,Private,111499,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4448,42,Private,266084,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,45,United-States,>50K
+65588,27,Private,61580,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+61253,44,Private,231348,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17767,33,Private,164748,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+23261,54,Private,205337,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+25097,58,Self-emp-not-inc,54566,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+65369,45,Private,34419,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,30,United-States,<=50K
+57731,59,Private,116442,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+22640,29,Private,290740,Assoc-acdm,12,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+86109,27,Private,255582,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38792,44,Private,112517,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,>50K
+11972,44,Private,169397,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21554,33,Private,172664,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+59911,27,Private,329005,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+17978,33,Private,123253,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+44962,55,Private,81865,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47208,32,Self-emp-not-inc,173314,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,60,United-States,<=50K
+20516,31,Private,34572,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+91741,57,Self-emp-inc,159028,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+40465,30,Private,149184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+29597,78,,363134,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+52847,28,Private,308709,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+58695,30,Self-emp-not-inc,257295,Some-college,10,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,0,2258,40,South,<=50K
+92771,29,Private,168479,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+3099,66,Private,142501,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,3,United-States,<=50K
+32310,60,Private,338345,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+92477,31,Private,177675,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+34225,26,Private,262617,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,2597,0,40,United-States,<=50K
+89468,24,Private,200997,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+50241,29,Private,176683,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+64863,44,Private,376072,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+43815,34,Local-gov,177675,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+24997,59,Private,348430,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,43,United-States,>50K
+54573,23,Private,320451,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,24,United-States,<=50K
+79359,23,Private,38151,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,40,Philippines,<=50K
+564,55,Local-gov,123382,Assoc-voc,11,Separated,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+16300,39,Self-emp-inc,151029,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+2338,39,Private,484475,11th,7,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+23062,57,Private,329792,7th-8th,4,Divorced,Transport-moving,Unmarried,White,Male,0,0,75,United-States,<=50K
+20995,35,Private,148903,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+80750,39,Local-gov,301614,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+27608,47,Private,176319,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Female,0,0,38,United-States,>50K
+428,53,State-gov,53197,Doctorate,16,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+35795,23,Private,291407,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+77393,35,Private,204527,Masters,14,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+83470,44,Private,476391,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51380,28,Private,224964,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+94399,26,Private,306225,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Poland,<=50K
+64594,23,Private,292023,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67967,32,Private,94041,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,Ireland,<=50K
+15389,49,Self-emp-inc,187563,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+4034,36,Private,176101,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,2174,0,60,United-States,<=50K
+67045,36,Private,749105,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+4291,41,,230020,5th-6th,3,Married-civ-spouse,,Husband,Other,Male,0,0,40,United-States,<=50K
+59966,21,Private,216070,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,0,0,46,United-States,>50K
+84126,54,Self-emp-not-inc,105010,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+2895,43,Private,198203,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+9953,35,Local-gov,215419,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+63061,31,Private,120460,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+42774,46,Private,199316,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+84268,46,Private,146919,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20288,56,Private,174744,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+80990,45,,189564,Masters,14,Married-civ-spouse,,Wife,White,Female,0,0,1,United-States,<=50K
+67914,21,Private,249957,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+93387,51,Private,146574,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+80382,47,State-gov,156417,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,0,0,20,United-States,<=50K
+13913,42,Private,236110,5th-6th,3,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+89934,19,Private,63363,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+22672,25,Private,190107,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+3418,37,Private,126569,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+8288,35,Private,176756,12th,8,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+43602,40,Private,115161,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+26532,57,Self-emp-not-inc,138892,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+43156,38,Private,256864,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+93680,48,Private,265083,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+10362,34,Private,249948,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+42814,46,Federal-gov,31141,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56608,30,Private,164190,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,,<=50K
+56318,45,State-gov,67544,Masters,14,Divorced,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,<=50K
+61678,32,Self-emp-not-inc,174789,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+15495,35,Private,199753,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+37215,62,Private,122246,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,8614,0,39,United-States,>50K
+43050,56,,188166,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+89502,50,Private,96586,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+41553,25,Private,189590,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64492,41,Private,140590,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,33,United-States,<=50K
+38804,35,Private,255702,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,27,United-States,<=50K
+9388,33,Private,260782,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,>50K
+65358,38,Private,169926,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,40,United-States,>50K
+82440,37,State-gov,151322,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92150,56,Private,192869,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+49945,19,Private,93604,7th-8th,4,Never-married,Craft-repair,Own-child,White,Male,0,1602,32,United-States,<=50K
+5877,31,Private,86958,9th,5,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+74387,53,Local-gov,228723,HS-grad,9,Divorced,Craft-repair,Not-in-family,Other,Male,0,0,40,,>50K
+91087,33,Private,192644,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,35,Puerto-Rico,<=50K
+92440,72,Private,284080,1st-4th,2,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57946,54,Private,43269,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+62891,30,Private,190040,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5860,51,Private,306108,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+7785,30,Private,220148,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,50,United-States,>50K
+44075,30,Private,381645,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75641,32,Private,216361,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,16,United-States,<=50K
+68566,30,Private,213722,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+81539,35,Private,112271,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+94039,40,Private,208277,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,44,United-States,>50K
+65576,38,State-gov,352628,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82219,19,Private,129620,10th,6,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+30834,32,Private,249550,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,44,United-States,<=50K
+20776,49,Private,178749,Masters,14,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+33574,76,,173542,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+24143,60,Private,167670,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+56529,60,Private,81578,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+68313,55,Private,160662,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+72390,41,Private,163322,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,0,0,30,,<=50K
+84334,24,Private,152189,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+78976,53,Private,106176,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7298,0,60,United-States,>50K
+63248,69,State-gov,159191,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,810,38,United-States,<=50K
+60449,71,,250263,Some-college,10,Married-civ-spouse,,Husband,White,Male,3432,0,30,United-States,<=50K
+37320,41,Private,78410,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+70273,32,Private,131379,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+70487,45,Private,166929,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81622,59,Private,380357,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6568,31,Private,79190,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+96037,40,Private,342164,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+87187,44,Private,182616,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+71564,63,Private,339473,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+28645,31,Local-gov,381153,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,15024,0,56,United-States,>50K
+14603,51,Private,300816,Bachelors,13,Never-married,Adm-clerical,Unmarried,White,Male,0,0,20,United-States,<=50K
+21765,51,Private,240988,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+98893,23,Private,149224,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52262,49,Private,168216,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+2482,56,Private,286487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,45,United-States,<=50K
+59942,39,Private,305597,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+17908,39,Self-emp-not-inc,109766,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+42189,30,Self-emp-not-inc,188798,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+49733,43,Self-emp-not-inc,240170,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,<=50K
+76576,31,Private,459465,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+92125,44,Local-gov,162506,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+50383,43,Self-emp-not-inc,145441,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+53282,37,Federal-gov,129573,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,72,,>50K
+91254,41,Private,27444,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,46,United-States,>50K
+83590,43,Private,195258,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+17157,47,State-gov,55272,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+31380,38,Self-emp-not-inc,164526,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,2824,45,United-States,>50K
+88557,46,Private,27802,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64329,19,State-gov,165289,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+17634,19,Private,274657,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,50,Guatemala,<=50K
+39560,24,Private,317175,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+37575,39,Self-emp-inc,163237,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+62365,37,Private,170408,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,30,United-States,<=50K
+26613,28,,55950,Bachelors,13,Never-married,,Own-child,Black,Female,0,0,40,Germany,<=50K
+67817,40,Private,76625,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+51368,27,Private,366066,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+76915,22,Private,349368,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+62214,21,Private,286824,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+74598,32,Private,373263,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+34795,20,Private,161978,HS-grad,9,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+90234,45,Private,543922,Masters,14,Divorced,Transport-moving,Not-in-family,White,Male,14344,0,48,United-States,>50K
+88962,46,Local-gov,109089,Prof-school,15,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+95902,46,Private,110151,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+25213,26,Private,34110,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,44,United-States,<=50K
+55051,47,Self-emp-not-inc,118506,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,60,United-States,<=50K
+50220,22,Private,117789,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+84292,34,Self-emp-not-inc,353881,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+73765,49,Private,200471,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+13177,20,Private,258517,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+10741,28,Private,190367,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+41331,30,Private,174704,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+22181,23,Private,179413,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48233,20,Private,329530,9th,5,Never-married,Priv-house-serv,Own-child,White,Male,0,0,40,Mexico,<=50K
+42064,31,Private,273818,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,Mexico,<=50K
+90908,46,Private,256522,1st-4th,2,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Puerto-Rico,<=50K
+49037,42,Private,196001,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+69736,60,Self-emp-not-inc,282660,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90586,30,Private,72630,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91853,27,Private,50295,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+18302,20,Private,203240,9th,5,Never-married,Sales,Own-child,White,Female,0,0,32,United-States,<=50K
+43036,56,Self-emp-not-inc,172618,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+28601,41,Private,202168,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+22449,61,Private,176839,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+56957,47,Private,176140,HS-grad,9,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,>50K
+5965,60,Private,39952,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2228,0,37,United-States,<=50K
+50066,33,Private,292465,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+81161,40,,161285,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+58265,48,Private,355320,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Canada,>50K
+54683,56,Private,182460,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+38539,50,Private,69345,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,55,United-States,>50K
+35088,57,Self-emp-not-inc,102058,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+58209,20,Private,165804,Some-college,10,Never-married,Adm-clerical,Own-child,Other,Female,0,0,40,United-States,<=50K
+26625,46,Private,318259,Assoc-voc,11,Divorced,Tech-support,Other-relative,White,Female,0,0,36,United-States,<=50K
+18386,21,Private,117606,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14842,37,Private,170718,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+43775,42,Private,413297,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+88787,20,Private,190457,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+16039,54,Private,88278,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+33654,32,Local-gov,217296,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,4064,0,22,United-States,<=50K
+85215,62,,97231,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,1,United-States,<=50K
+16391,50,Private,123429,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+14737,49,Federal-gov,420282,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+8632,48,Private,498325,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+45135,24,Private,248533,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+17898,46,Private,137354,Masters,14,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+62519,42,Private,272910,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40210,52,Self-emp-inc,206054,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93395,58,Local-gov,92141,Assoc-acdm,12,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+90366,37,Private,163199,Some-college,10,Divorced,Tech-support,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+23180,34,Private,195860,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+31184,26,Private,115717,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2051,40,United-States,<=50K
+78787,18,Private,120029,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,20,United-States,<=50K
+72182,33,Private,221762,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+88777,41,Private,342164,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+32210,21,Private,176356,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+64753,23,Private,133239,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58433,26,Federal-gov,169101,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+86078,33,Private,159442,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+1614,24,Private,174461,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+12658,43,Private,361280,10th,6,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,42,China,<=50K
+31334,52,State-gov,447579,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,England,<=50K
+92976,27,,308995,Some-college,10,Divorced,,Own-child,Black,Female,0,0,40,United-States,<=50K
+95616,61,Private,248448,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+91570,35,Private,161141,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94802,35,Private,212465,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+68896,45,Self-emp-inc,170871,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+30661,43,Local-gov,233865,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+39109,51,Private,163052,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+40612,35,Private,348690,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+91187,47,Federal-gov,34845,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,Germany,>50K
+98791,22,Private,206861,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+41335,49,Self-emp-inc,349230,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+14789,20,Private,130840,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+46976,19,Private,415354,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57168,27,Private,132191,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60803,42,Private,202466,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+74172,27,,224421,Some-college,10,Divorced,,Own-child,White,Male,0,0,40,United-States,<=50K
+68619,23,Self-emp-not-inc,236804,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+83729,20,Private,107658,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,10,United-States,<=50K
+773,47,Private,102771,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+61095,17,Private,221403,12th,8,Never-married,Other-service,Own-child,Black,Male,0,0,18,United-States,<=50K
+36056,76,,211574,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,1,United-States,<=50K
+90999,39,Private,52645,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+36494,25,Private,276310,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+19384,31,Private,134613,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,43,United-States,<=50K
+65931,44,Private,215479,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,20,Haiti,<=50K
+17171,53,Private,266529,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+16161,34,Private,265807,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+32807,45,Self-emp-not-inc,67716,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+95361,34,Private,178951,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+23810,35,Private,241126,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+10556,36,Private,176544,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+67054,45,Private,169180,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+57640,37,Self-emp-not-inc,282461,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+69739,53,Private,157069,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+58840,35,Private,99357,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+30775,38,Self-emp-not-inc,414991,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,,<=50K
+55995,65,Self-emp-inc,338316,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+17934,49,Self-emp-not-inc,59612,10th,6,Divorced,Farming-fishing,Unmarried,White,Male,0,0,70,United-States,<=50K
+50638,24,Private,220426,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33098,54,Private,115912,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+854,17,Private,27032,10th,6,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+6286,19,Private,170720,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+5367,60,Private,183162,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71311,46,Private,192360,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+70564,78,,165694,Masters,14,Widowed,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+16784,26,Private,128553,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+178,58,Private,209423,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,38,Cuba,<=50K
+56121,37,Self-emp-not-inc,121510,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,55,United-States,<=50K
+76439,41,Private,93793,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+25830,30,Private,133602,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23018,19,Private,391329,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+86910,48,Private,96359,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Greece,>50K
+22601,22,Private,203894,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Female,0,0,24,United-States,<=50K
+45162,50,Private,196193,Masters,14,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,0,0,60,,<=50K
+38918,25,Private,195994,1st-4th,2,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+46988,18,Private,50879,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,6,United-States,<=50K
+68192,21,Private,186849,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+25598,47,Private,201127,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+21411,33,Private,110998,HS-grad,9,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Female,0,0,36,United-States,<=50K
+71220,39,Private,190466,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,2174,0,40,United-States,<=50K
+75741,67,Self-emp-not-inc,173935,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,8,United-States,>50K
+2885,19,Private,167140,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1602,24,United-States,<=50K
+23928,18,Private,110230,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,11,United-States,<=50K
+52349,36,Private,287658,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+51589,23,Private,224954,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,25,United-States,<=50K
+25066,25,,394820,Some-college,10,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+26866,40,Private,37618,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+97872,73,Self-emp-not-inc,29306,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+47824,35,Private,37314,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+84604,31,Private,420749,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+5851,20,Private,482732,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62740,20,Private,206215,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+37755,27,Private,101364,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+65743,66,Self-emp-inc,185369,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+53214,66,Private,216856,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+67070,64,Private,256019,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+88189,48,Private,348144,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,3325,0,53,United-States,<=50K
+45834,24,Private,190293,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9597,51,Self-emp-not-inc,25932,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+82756,25,Private,176729,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+59914,33,Private,166961,11th,7,Separated,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+5155,50,Private,86373,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+74201,51,Private,320513,7th-8th,4,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,0,0,50,Dominican-Republic,<=50K
+43616,34,State-gov,190290,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+1230,41,Local-gov,111891,7th-8th,4,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+65994,30,Self-emp-not-inc,45796,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+71927,59,Private,108496,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,2907,0,40,United-States,<=50K
+37741,41,Self-emp-not-inc,120539,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+62535,36,Self-emp-not-inc,164526,Masters,14,Never-married,Sales,Not-in-family,White,Male,10520,0,45,United-States,>50K
+5874,37,Private,323155,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,85,Mexico,<=50K
+5324,28,Private,65389,HS-grad,9,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+38097,19,Private,414871,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+36391,28,Private,161607,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+7466,62,Private,224953,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+34200,36,Private,261382,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+94778,58,Self-emp-not-inc,231818,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Greece,<=50K
+32305,42,Self-emp-inc,184018,HS-grad,9,Divorced,Sales,Unmarried,White,Male,1151,0,50,United-States,<=50K
+29833,43,Self-emp-inc,133060,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+1256,29,Private,35032,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19950,32,State-gov,304212,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+19302,64,Local-gov,50442,9th,5,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+30404,39,Private,146091,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+94411,26,Private,267431,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+86366,19,Private,121240,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+79818,21,Private,192572,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+78666,32,Private,211028,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36628,30,Local-gov,346122,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,5013,0,45,United-States,<=50K
+10360,26,Private,202203,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Female,0,0,50,United-States,<=50K
+13694,20,Private,159297,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+93909,19,Private,310158,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+44665,33,Federal-gov,193246,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,42,United-States,>50K
+87831,23,Private,200089,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+57100,29,Private,38353,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+19144,42,Private,76280,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+53680,30,Self-emp-not-inc,243665,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+68791,63,Private,68872,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+73146,34,Private,103596,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+47013,60,Self-emp-not-inc,88055,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+91506,48,Private,186203,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+80381,25,Private,257910,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+258,27,Private,200227,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+95326,55,Self-emp-not-inc,124975,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,27828,0,55,United-States,>50K
+61989,32,Private,227669,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+97430,22,Private,117210,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,Greece,<=50K
+8406,25,Private,76144,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+65991,18,Private,98667,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+72215,24,Local-gov,155818,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,44,United-States,<=50K
+74144,29,Private,283760,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18552,73,,281907,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,3,United-States,<=50K
+88666,39,Private,186183,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75410,33,Self-emp-inc,202153,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59251,57,Private,365683,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,>50K
+47736,22,Private,187538,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+7905,33,,209432,HS-grad,9,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+37697,33,Private,126950,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+26471,42,Private,110028,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69611,43,Private,104660,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+10695,57,Self-emp-not-inc,437281,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+47929,42,Private,259643,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+20372,22,Private,217961,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,1719,30,United-States,<=50K
+71147,21,,134746,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+90547,42,Self-emp-not-inc,120539,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+78408,39,Private,25803,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+55202,41,Private,63596,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,32,United-States,>50K
+89975,20,Local-gov,325493,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+89453,47,Private,211239,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82912,44,Private,206686,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+91690,29,Private,427965,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+87640,52,Private,218550,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,14084,0,16,United-States,>50K
+11750,71,Private,163385,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,35,United-States,>50K
+40269,52,Private,124993,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,55,United-States,<=50K
+99863,36,Private,107410,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+4821,53,Private,152373,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,>50K
+91554,37,Private,161226,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,>50K
+51903,26,Private,213799,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24394,34,Private,204461,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+72471,35,Private,377798,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+49928,20,Private,116375,9th,5,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+28863,34,Local-gov,210164,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+49970,56,Self-emp-not-inc,258752,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+69277,39,Private,327435,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,>50K
+59959,24,Private,301199,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+26388,24,Private,186221,11th,7,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+45628,23,Private,203924,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+76903,27,Private,192236,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+42565,25,Private,152035,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35888,29,Private,201454,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89976,42,Private,156580,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,37,United-States,>50K
+72718,51,Private,115851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80283,31,Private,106753,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+18655,59,Private,359292,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+30031,29,Private,83003,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+88640,18,Private,78817,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+29317,24,Private,200967,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,36,United-States,<=50K
+61996,38,State-gov,107164,Some-college,10,Separated,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+29811,36,Private,189674,HS-grad,9,Never-married,Priv-house-serv,Unmarried,Black,Female,0,0,28,,<=50K
+83655,34,Self-emp-not-inc,90614,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+89447,42,Self-emp-not-inc,323790,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,70,United-States,>50K
+48234,45,Self-emp-not-inc,242552,12th,8,Divorced,Craft-repair,Other-relative,Black,Male,0,0,35,United-States,<=50K
+67206,21,Private,90935,Assoc-voc,11,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+23216,64,Self-emp-inc,165667,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,Canada,>50K
+94417,32,Private,162604,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,40,United-States,<=50K
+25033,45,Private,205424,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+19035,53,Private,97411,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+16713,42,Private,184857,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+93509,32,Private,165226,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23289,49,Private,115784,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+69608,62,Private,368476,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,24,Mexico,<=50K
+80116,28,Private,53063,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+43119,29,,134566,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+69629,32,Private,153471,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,35,United-States,<=50K
+39282,37,Self-emp-inc,107164,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,2559,50,United-States,>50K
+66937,38,Private,180303,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Japan,>50K
+47377,44,Local-gov,236321,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+80431,19,Private,141868,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+74497,22,,367655,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+56674,24,Private,203518,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90978,58,Private,119558,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+15761,56,Private,108276,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85624,37,Private,385452,10th,6,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+75875,43,Private,162003,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31696,32,Private,349028,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96770,34,Private,45114,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+41721,44,Private,112797,9th,5,Divorced,Other-service,Own-child,White,Female,0,0,50,United-States,<=50K
+94756,28,Private,183639,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+24619,35,Private,177121,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+64084,38,Private,239755,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+62650,26,Private,150361,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+66394,20,Private,293091,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+72697,24,Private,200089,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,Mexico,>50K
+136,40,Private,91836,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+69621,23,Private,324960,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+97281,79,Local-gov,84616,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,7,United-States,<=50K
+68692,44,Private,252930,10th,6,Divorced,Adm-clerical,Unmarried,Other,Female,0,0,42,United-States,<=50K
+45971,51,Private,44000,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,50,United-States,>50K
+74147,30,Private,154843,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+3238,52,Private,99307,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,3103,0,48,United-States,>50K
+96127,41,Private,182567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+82727,33,Private,93206,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+17469,50,Private,100109,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,United-States,>50K
+43905,51,Private,114927,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+66740,41,Private,121287,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65183,35,Private,189916,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,>50K
+64602,34,Private,157747,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+20915,28,Private,39232,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+61564,31,Self-emp-inc,133861,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85295,22,Private,505980,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+73550,67,,183374,HS-grad,9,Widowed,,Not-in-family,White,Female,2329,0,15,United-States,<=50K
+41890,65,Private,193216,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,9386,0,40,United-States,>50K
+67935,39,Self-emp-not-inc,140752,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+93031,23,Private,549349,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+92614,29,Self-emp-not-inc,179008,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+59195,57,Self-emp-not-inc,190554,10th,6,Divorced,Exec-managerial,Own-child,White,Male,0,0,60,United-States,>50K
+40955,47,Private,80924,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+71325,51,Local-gov,319054,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+52959,34,Private,297094,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+48728,52,Private,170562,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+41920,29,Private,240738,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+42276,29,Private,297544,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87286,25,Local-gov,169905,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+8257,21,Private,149637,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2987,38,Private,182526,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31336,55,Self-emp-not-inc,158315,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+43605,61,Self-emp-inc,227232,Bachelors,13,Separated,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+75066,34,Private,96483,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,8614,0,60,United-States,>50K
+74193,41,Private,286970,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+67496,27,Local-gov,223529,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Male,0,0,43,United-States,<=50K
+53509,78,Self-emp-not-inc,316261,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,99999,0,20,United-States,>50K
+5961,40,Private,170214,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+50042,26,Self-emp-not-inc,224361,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+17471,43,Private,124919,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+1152,55,,103654,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+91609,25,Private,306352,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,Mexico,<=50K
+50800,26,Self-emp-not-inc,227858,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,48,United-States,<=50K
+67636,43,Self-emp-inc,150533,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,>50K
+28249,25,Private,144478,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,Poland,<=50K
+39640,22,Private,254547,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,30,Jamaica,<=50K
+92248,52,Self-emp-not-inc,313243,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+76598,61,Private,149981,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,2414,0,5,United-States,<=50K
+16049,42,Private,125461,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+1726,21,Private,306967,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60115,44,Private,192976,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+73910,65,Private,192133,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2290,0,40,Greece,<=50K
+5336,56,,131608,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,10,United-States,<=50K
+42930,33,Federal-gov,339388,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+51803,22,Private,203240,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58815,43,Private,83827,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,24,United-States,<=50K
+95403,45,Self-emp-inc,160440,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+20807,42,Private,108502,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,42,United-States,<=50K
+16750,37,Private,410913,HS-grad,9,Married-spouse-absent,Farming-fishing,Unmarried,Other,Male,0,0,40,Mexico,<=50K
+65937,56,Private,193818,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82175,35,,163582,10th,6,Divorced,,Unmarried,White,Female,0,0,16,,<=50K
+65657,40,Private,103789,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,32,United-States,<=50K
+50078,31,Private,34572,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+55932,26,Private,43408,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+80107,26,State-gov,105787,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+18399,42,Self-emp-inc,90693,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+24717,45,Self-emp-not-inc,285575,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+84697,47,Local-gov,56482,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7688,0,50,United-States,>50K
+16764,22,Private,496025,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+51376,33,Private,382764,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+23733,37,Private,259284,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+9614,48,Self-emp-not-inc,185385,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,<=50K
+32463,57,Self-emp-not-inc,286836,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+58124,47,Private,139145,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+63124,58,Local-gov,44246,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+23425,55,Private,169611,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+20118,52,Private,133403,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+70774,29,Private,187327,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30384,42,Private,180032,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58731,23,Private,46561,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+7653,23,Private,86065,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+70456,46,Self-emp-not-inc,256014,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+89103,30,Private,188403,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34057,43,Self-emp-not-inc,396758,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,70,United-States,>50K
+64150,25,Private,60485,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+48010,32,Private,271276,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,>50K
+90331,56,Private,229525,9th,5,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+92607,33,Private,34574,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+30050,19,State-gov,112432,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+18783,20,Private,105312,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,18,United-States,<=50K
+39242,34,Private,221396,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+12819,34,Private,304872,9th,5,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+89286,55,Self-emp-not-inc,319733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35867,55,Private,176012,9th,5,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,23,United-States,<=50K
+32441,31,Private,213750,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+18055,30,Private,248384,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+97706,31,Private,351187,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+40705,51,Private,138179,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+62050,59,Private,50223,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68127,58,Private,117477,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,36,United-States,<=50K
+78910,40,Private,194360,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+86021,54,Private,118108,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+74667,25,Local-gov,90730,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+84203,18,Self-emp-inc,38307,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,30,United-States,<=50K
+93169,41,Private,116391,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82066,57,Private,210496,10th,6,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+60747,37,Private,168475,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+6365,46,Private,174386,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+47377,39,Private,166744,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+66871,19,Private,375114,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16654,41,Private,373469,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55270,54,Private,339667,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,41,United-States,<=50K
+54874,39,Private,91711,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+87950,41,Private,82049,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75109,26,Private,236242,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+93460,57,Self-emp-inc,140319,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+23665,33,Local-gov,34080,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+27672,56,Private,204816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+89442,60,Private,187124,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+11967,22,Private,72310,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+9470,58,Private,175127,12th,8,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+30767,48,Federal-gov,205707,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,10520,0,50,United-States,>50K
+89213,45,Local-gov,236586,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+2120,18,Private,71792,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+75340,56,Private,87584,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+95168,48,Self-emp-inc,136878,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+54612,40,Private,287983,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,2258,48,Philippines,<=50K
+31394,38,Private,110607,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+8509,58,Private,109015,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+98124,23,Private,235071,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+31654,63,Private,88653,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+305,51,Private,332243,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27957,22,,291547,5th-6th,3,Married-civ-spouse,,Wife,Other,Female,0,0,40,Mexico,<=50K
+4021,44,Private,45093,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+37284,46,Federal-gov,161337,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39150,64,State-gov,211222,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+45015,32,Private,295117,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,England,>50K
+63765,31,Private,206541,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+30489,36,Private,238415,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+56873,21,Private,29810,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+90196,30,Private,108023,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14126,31,Private,114324,Assoc-voc,11,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+77693,54,Private,172281,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2051,50,United-States,<=50K
+39608,59,Local-gov,197290,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+71333,28,Local-gov,191177,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+137,57,Private,562558,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+97739,44,Private,79531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+70536,53,Self-emp-inc,157881,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+10941,58,Self-emp-not-inc,204816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+37268,19,Private,185695,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+50182,39,Self-emp-inc,167482,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+83005,31,Self-emp-inc,83748,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,70,South,<=50K
+96688,27,Private,39232,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79365,46,Local-gov,236827,9th,5,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+50672,37,Self-emp-not-inc,154410,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74287,27,Private,135308,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+14342,33,Private,204042,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+3200,20,Private,308239,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+87896,55,Private,183884,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+33417,39,Private,98948,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42077,41,Private,141642,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96221,30,Private,162623,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60482,39,Self-emp-inc,186934,Bachelors,13,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15755,28,Private,179512,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+17340,25,Private,391192,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+87593,31,Private,87054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+64511,51,Private,30008,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+20766,24,Private,113466,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+88143,70,Private,642830,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Female,0,0,32,United-States,<=50K
+70349,23,Private,182117,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+14978,61,Private,162432,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+11699,45,Self-emp-not-inc,242184,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+48183,47,Private,170850,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,4064,0,60,United-States,<=50K
+25111,56,Private,435022,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+38826,79,Private,120707,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,35,El-Salvador,>50K
+96571,20,Private,170800,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+76028,30,Private,268575,HS-grad,9,Never-married,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+99751,27,Private,269354,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,,<=50K
+18546,40,Private,224232,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+24701,60,,153072,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,5,United-States,<=50K
+44668,58,Private,177368,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+62458,71,Self-emp-not-inc,163293,Prof-school,15,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,2,United-States,<=50K
+58150,50,Private,178530,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+67366,29,Local-gov,183523,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,Iran,<=50K
+27061,33,Private,207267,10th,6,Separated,Other-service,Unmarried,White,Female,3418,0,35,United-States,<=50K
+8389,60,State-gov,27037,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+48346,33,Private,176711,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+24359,43,Private,163215,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,,>50K
+58455,33,Private,394727,10th,6,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,40,United-States,<=50K
+68355,33,Private,195488,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,52,United-States,<=50K
+69406,32,State-gov,443546,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+29794,21,Private,121023,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,9,United-States,<=50K
+62217,38,Private,51838,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+20466,38,Private,258888,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+57683,39,State-gov,189385,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Female,0,0,30,United-States,<=50K
+88054,17,Private,198146,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+52836,21,Private,337766,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+58679,42,Private,210525,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,>50K
+49157,42,Private,185602,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+59668,36,Private,173804,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12620,32,Private,251243,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+88653,37,Self-emp-not-inc,415847,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+370,28,Private,119793,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33913,37,Private,181705,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75735,50,Private,182360,HS-grad,9,Separated,Prof-specialty,Unmarried,Other,Female,0,0,60,Puerto-Rico,<=50K
+86078,49,Private,61885,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17325,40,Private,146520,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46188,40,Private,323790,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+53154,49,Private,146268,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97333,35,Federal-gov,287031,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,8614,0,40,United-States,>50K
+46207,33,Local-gov,292217,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+49724,24,Private,88126,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56933,41,Private,143046,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16307,43,Private,401623,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,Jamaica,>50K
+17713,36,Self-emp-not-inc,283122,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1902,60,United-States,>50K
+83924,84,Self-emp-not-inc,155057,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+79973,23,Private,260254,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+73046,41,Private,152292,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+47134,55,Self-emp-inc,138594,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+5209,30,Self-emp-not-inc,523095,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+20198,46,Private,175262,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+50586,55,Private,323706,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+59991,34,Private,316470,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83659,54,Self-emp-not-inc,163815,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+71223,27,Private,72208,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+73752,52,Local-gov,74784,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+10024,36,Private,383518,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,99999,0,40,United-States,>50K
+1502,25,Self-emp-not-inc,266668,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84511,52,Private,347519,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+20431,24,Private,336088,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,50,United-States,<=50K
+59052,36,Private,190350,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+43538,31,Private,204052,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+32332,66,,31362,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+88164,90,Self-emp-not-inc,155981,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,10566,0,50,United-States,<=50K
+9642,67,Private,195161,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,60,United-States,>50K
+25821,22,Self-emp-inc,269583,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2580,0,40,United-States,<=50K
+64909,47,Private,26994,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+80957,32,Private,116539,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,55,United-States,>50K
+20666,55,Self-emp-not-inc,189933,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+16911,32,Private,101283,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,35,United-States,<=50K
+56656,48,Private,113598,Some-college,10,Separated,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+80077,21,Private,188793,HS-grad,9,Married-civ-spouse,Sales,Husband,Other,Male,0,0,35,United-States,<=50K
+94745,33,Private,109996,Assoc-acdm,12,Married-spouse-absent,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+26430,27,Private,195681,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,48,,<=50K
+3266,47,Private,436770,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82797,18,Private,84253,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+62413,44,Self-emp-inc,383493,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+15858,23,Private,216867,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,37,Mexico,<=50K
+69754,18,Private,401051,10th,6,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+56021,56,Private,83196,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+17847,24,Private,325596,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+3055,43,Private,187322,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19175,23,Private,193949,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,60,United-States,<=50K
+40598,26,Private,133373,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,42,United-States,<=50K
+99967,42,Private,113324,HS-grad,9,Widowed,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+70801,23,Private,178818,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95474,53,Self-emp-not-inc,152810,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15939,51,Private,335997,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,55,United-States,>50K
+48055,40,Private,436493,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+96954,27,Private,704108,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+95372,24,Local-gov,150084,Some-college,10,Separated,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+55684,42,Private,341204,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+70803,41,Private,187336,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+45775,23,Private,204209,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+77815,42,Self-emp-not-inc,206066,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,<=50K
+46578,38,Private,63509,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+47797,63,Self-emp-not-inc,391121,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+9047,31,Private,56026,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74508,18,Self-emp-not-inc,60981,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,4,United-States,<=50K
+41108,21,Private,228255,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+55958,24,Private,86745,Bachelors,13,Married-civ-spouse,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+32785,55,Private,234327,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36794,20,Private,59948,9th,5,Never-married,Adm-clerical,Unmarried,Black,Female,114,0,20,United-States,<=50K
+17748,31,Private,137814,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+68549,23,Private,167692,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+83615,35,Private,245090,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+12073,51,Self-emp-not-inc,256963,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+36591,19,Private,160033,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,30,United-States,<=50K
+71607,38,Local-gov,289430,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+85701,52,Local-gov,305053,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+61740,70,Self-emp-not-inc,172370,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+53443,53,Private,320510,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42639,59,Private,171355,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+87988,39,Private,65027,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+15738,18,Private,215190,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+43679,41,,149385,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+60549,19,,169324,Some-college,10,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+53996,24,Private,138938,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24496,25,Private,557082,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+78325,32,Private,273287,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+55777,34,Self-emp-not-inc,77209,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,60,United-States,>50K
+44138,35,Private,317153,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7029,50,Private,95469,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,45,United-States,>50K
+95833,18,Private,302859,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+77442,37,Private,333651,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,<=50K
+84212,30,Private,177596,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+52000,40,Self-emp-inc,157240,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,30,Iran,>50K
+8251,22,Private,184779,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72969,50,Local-gov,138358,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,28,United-States,<=50K
+68451,70,Private,176285,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,23,United-States,<=50K
+58872,43,Private,102180,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93699,77,Self-emp-not-inc,209507,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78391,30,Self-emp-not-inc,229741,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93952,33,Private,324546,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,39,United-States,<=50K
+13857,51,Private,337195,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,50,United-States,>50K
+48697,58,State-gov,194068,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+59190,22,Private,250647,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+6240,33,Private,477106,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+14844,27,Private,104329,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+29727,35,Private,224566,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+15848,32,Private,169841,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+35146,41,Private,42563,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,25,United-States,>50K
+59775,37,Private,31368,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45146,17,Private,132755,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+64237,50,Private,279129,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+69228,31,,86143,HS-grad,9,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+79673,54,State-gov,44172,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+29008,23,State-gov,93076,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+2059,40,Private,146653,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+37826,29,Private,221366,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,Germany,<=50K
+90028,38,Private,189404,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,35,,<=50K
+90635,30,Private,172304,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+48474,20,Private,116666,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,8,India,<=50K
+89679,43,Self-emp-not-inc,64112,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+18852,25,Private,55718,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,25,United-States,<=50K
+24538,39,Private,126675,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+52675,48,Private,102112,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+26174,41,Self-emp-not-inc,226505,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+17619,24,Private,211527,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+37831,20,Private,175069,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,Yugoslavia,<=50K
+28350,25,Private,25249,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61308,57,Private,73411,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+27180,39,Private,207185,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,Puerto-Rico,>50K
+83439,66,Private,127139,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+61140,34,Private,41809,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+50598,36,Private,297449,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,40,United-States,>50K
+2516,46,Private,141483,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+7890,42,Local-gov,117227,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+21967,46,Private,377401,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,70,Canada,>50K
+94764,34,Local-gov,167063,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+60006,43,Private,253759,Some-college,10,Married-civ-spouse,Tech-support,Wife,Black,Female,0,0,40,United-States,<=50K
+55883,42,Private,183096,Some-college,10,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+11101,31,Private,269654,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+71569,70,,293076,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+18431,32,Private,34104,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+42509,46,Federal-gov,80057,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Germany,>50K
+67937,42,Self-emp-inc,369781,7th-8th,4,Divorced,Craft-repair,Unmarried,White,Male,0,0,25,United-States,<=50K
+44331,21,Private,223811,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+49979,24,Private,163053,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19303,23,Private,189461,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,55,United-States,<=50K
+42260,50,Local-gov,145166,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+55790,37,Private,86310,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+10819,19,,263224,11th,7,Never-married,,Unmarried,White,Female,0,0,30,United-States,<=50K
+18984,44,Federal-gov,280362,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+4788,29,Private,301031,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+86336,30,Private,74966,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,24,United-States,<=50K
+82606,36,Private,254493,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+43746,49,Self-emp-not-inc,204241,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+44522,29,Private,225024,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44876,45,Local-gov,148222,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+92905,75,State-gov,113868,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,20,United-States,>50K
+60725,42,Private,132633,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,,<=50K
+36281,37,Private,44780,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33061,51,Private,86373,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,25,United-States,<=50K
+73288,61,Local-gov,176753,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+33471,33,Private,164707,Assoc-acdm,12,Never-married,Exec-managerial,Unmarried,White,Female,2174,0,55,,<=50K
+94731,50,Local-gov,370733,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+41469,59,Private,216851,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14003,25,Private,137951,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+40629,22,Private,185279,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+69623,56,Private,159724,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+50359,44,Private,103233,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+17421,35,Private,63509,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+3909,57,Private,174353,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42368,47,Self-emp-not-inc,168109,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,50,United-States,>50K
+27240,27,Private,159724,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10503,50,Self-emp-not-inc,105010,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2051,20,United-States,<=50K
+92062,30,Private,179112,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,40,,<=50K
+55722,46,Private,364913,11th,7,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+16202,48,Self-emp-inc,155664,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+91152,61,Private,230568,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+83179,33,Private,86492,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,87,United-States,<=50K
+81464,40,Private,71305,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+46689,58,Self-emp-inc,189933,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+58861,46,Self-emp-inc,191978,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,50,United-States,>50K
+30624,35,Private,38948,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+34699,51,Self-emp-inc,139127,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+96187,37,Private,301568,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+83581,64,Private,149044,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2057,60,China,<=50K
+98028,41,Private,197344,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,54,United-States,<=50K
+56038,18,Private,32244,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,594,0,30,United-States,<=50K
+20818,44,Self-emp-not-inc,315406,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,88,United-States,<=50K
+13357,41,State-gov,47170,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Amer-Indian-Eskimo,Female,0,0,48,United-States,>50K
+32719,33,State-gov,208785,Some-college,10,Separated,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+13343,37,Private,196338,9th,5,Separated,Priv-house-serv,Unmarried,White,Female,0,0,16,Mexico,<=50K
+95019,34,Private,269243,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+79875,24,Federal-gov,215115,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,,<=50K
+4812,20,Private,117767,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+61288,38,Private,176101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+17538,28,Private,138283,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52480,20,Self-emp-not-inc,132320,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+90088,22,Federal-gov,471452,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,8,United-States,<=50K
+76702,55,Private,147653,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,73,United-States,<=50K
+88259,20,Private,49179,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+66955,26,Private,174921,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27694,20,Self-emp-inc,95997,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,70,United-States,<=50K
+84540,40,Private,247245,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35402,33,Private,67072,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+79459,54,,95329,Some-college,10,Divorced,,Own-child,White,Male,0,0,50,United-States,<=50K
+5672,24,Private,107882,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93505,25,Private,241825,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,46,United-States,<=50K
+47378,18,Private,79443,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+21687,49,Self-emp-not-inc,233059,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+42542,17,Private,226980,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,17,United-States,<=50K
+91977,34,Self-emp-not-inc,181087,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+27995,37,Private,305597,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+38969,49,Federal-gov,311671,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+14803,74,Private,129879,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,15831,0,40,United-States,>50K
+28363,37,Private,83375,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18354,20,Private,115824,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1573,40,United-States,<=50K
+27197,40,Private,141657,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,>50K
+33238,34,Private,50276,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,27828,0,40,United-States,>50K
+6640,30,Private,177216,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1740,40,Haiti,<=50K
+86982,44,Private,228057,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,Puerto-Rico,<=50K
+61616,40,Private,222848,10th,6,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,32,United-States,<=50K
+19557,58,Private,121111,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,Greece,<=50K
+21299,44,Private,298885,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43068,42,Private,149909,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,>50K
+12901,39,Private,387430,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,18,United-States,<=50K
+558,19,Private,121972,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+22716,41,Private,280167,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,70,United-States,>50K
+77287,29,State-gov,191355,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51676,34,Federal-gov,112115,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+71390,38,,104094,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+69962,27,Private,211032,Preschool,1,Married-civ-spouse,Farming-fishing,Other-relative,White,Male,41310,0,24,Mexico,<=50K
+69021,54,Private,199307,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,48,United-States,<=50K
+46333,40,Private,205175,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,37,United-States,<=50K
+15413,19,Private,257750,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,25,United-States,<=50K
+12539,17,Private,191260,11th,7,Never-married,Other-service,Own-child,White,Male,594,0,10,United-States,<=50K
+29430,33,Private,342730,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+83379,80,Private,249983,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+44070,24,Self-emp-not-inc,161508,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+10304,28,Private,338376,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+41631,55,Private,334308,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+45656,21,Private,133471,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+16959,51,Private,129177,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+8629,19,Private,178811,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+31704,42,Private,178537,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+63521,60,Self-emp-not-inc,235535,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+20026,20,,298155,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+14135,51,Private,145114,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67122,21,Private,194096,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+10076,37,State-gov,191779,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68216,26,Private,159732,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,52,United-States,<=50K
+44218,42,Federal-gov,170230,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,60,United-States,>50K
+82236,40,Private,104719,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+46726,55,Private,163083,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+554,33,Private,403552,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+30815,62,Private,218009,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1977,60,United-States,>50K
+30443,47,Private,179313,10th,6,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+38365,26,Private,51961,12th,8,Never-married,Sales,Other-relative,Black,Male,0,0,51,United-States,<=50K
+53142,59,Private,426001,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,20,Puerto-Rico,<=50K
+56482,70,Local-gov,176493,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,17,United-States,<=50K
+72399,26,Private,124068,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+66300,47,Private,108510,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+68188,25,Private,181528,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+56175,52,Self-emp-inc,173754,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+96802,46,Private,169699,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85389,67,Private,126849,10th,6,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+35343,34,Private,204470,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+37015,53,State-gov,116367,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,4650,0,40,United-States,<=50K
+32770,22,Private,117363,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+75701,39,Local-gov,106297,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,42,United-States,<=50K
+9188,54,Self-emp-not-inc,108933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+40016,24,Private,190143,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+25621,37,Private,246677,HS-grad,9,Separated,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+36111,38,Private,175360,10th,6,Never-married,Prof-specialty,Not-in-family,White,Male,0,2559,90,United-States,>50K
+86426,41,Local-gov,210259,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+38267,36,Private,166304,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,33,United-States,<=50K
+17889,43,Private,303051,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+94028,39,Private,49308,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37441,26,Private,192262,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+89049,49,Local-gov,192349,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,4650,0,40,United-States,<=50K
+52421,37,Self-emp-not-inc,48063,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+49381,43,Private,170214,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+58435,54,Federal-gov,51048,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+90996,53,Self-emp-inc,246562,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,>50K
+20274,57,Local-gov,215175,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+78940,28,Private,114967,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+37950,29,Private,464536,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+42083,21,Private,451996,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+70132,51,Private,138852,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72348,46,State-gov,353012,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13233,50,Self-emp-inc,321822,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+9702,50,Self-emp-not-inc,324506,HS-grad,9,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,48,South,<=50K
+53517,36,Private,162256,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+6252,31,Local-gov,356689,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+55317,20,Private,260199,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+21375,36,Private,103605,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+12231,38,Private,316211,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+68980,37,Private,308691,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+72048,39,Private,194404,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+10414,18,Private,334427,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,36,United-States,<=50K
+48387,33,Private,213226,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+561,35,Private,342824,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,1151,0,40,United-States,<=50K
+47830,23,Private,33105,Some-college,10,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+26534,37,Private,147638,Bachelors,13,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,36,Philippines,<=50K
+10927,25,Private,315643,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+20636,51,Federal-gov,106257,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,<=50K
+76446,35,Private,342768,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82943,54,Private,108960,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+45130,66,,168071,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+75281,32,Private,136935,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,13,United-States,<=50K
+99167,37,Self-emp-not-inc,188774,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,55,United-States,>50K
+53177,29,Private,280344,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+19491,45,Private,202496,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,37,United-States,<=50K
+33915,61,Self-emp-inc,134768,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+54303,40,Private,175686,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+51672,24,Private,194748,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,49,United-States,<=50K
+6252,49,Private,61307,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,38,United-States,<=50K
+49590,51,Self-emp-not-inc,165001,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,25236,0,50,United-States,>50K
+88760,34,Private,325658,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+54842,28,,201844,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+4376,20,Private,505980,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+71928,30,Private,185336,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,37,United-States,<=50K
+96390,49,Self-emp-inc,362795,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,99999,0,80,Mexico,>50K
+96923,26,Private,126829,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32846,63,Private,264600,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+40798,36,Private,82743,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,Iran,<=50K
+61921,63,Self-emp-not-inc,125178,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23238,22,Private,128487,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,10,United-States,<=50K
+85526,40,Private,321758,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+46716,31,Private,128220,7th-8th,4,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+56297,49,Private,176814,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Canada,<=50K
+55,35,Private,188069,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,13550,0,55,,>50K
+52499,23,State-gov,156423,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+29441,25,Private,169905,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,27828,0,40,United-States,>50K
+23646,34,,157289,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+2677,28,Private,176972,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+35998,44,Self-emp-not-inc,171424,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,2205,35,United-States,<=50K
+18151,33,Private,91811,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93486,21,Private,203924,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,2597,0,45,United-States,<=50K
+75343,55,Private,177484,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,0,1672,40,United-States,<=50K
+58049,17,,454614,11th,7,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+79574,75,Self-emp-not-inc,242108,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,2346,0,15,United-States,<=50K
+83184,61,Private,132972,9th,5,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+98937,53,Private,157947,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76266,26,Local-gov,177482,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+56683,48,Private,246891,Some-college,10,Widowed,Sales,Unmarried,White,Male,0,0,50,United-States,>50K
+84851,28,State-gov,158834,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+16492,30,,203834,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,50,Taiwan,<=50K
+96683,29,Private,110442,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+1309,25,Private,240676,Some-college,10,Divorced,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+96512,37,Private,192939,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15820,43,Local-gov,260696,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+98994,40,Local-gov,55363,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+56463,34,Private,144949,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+98695,55,Private,116878,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,30,United-States,>50K
+31982,31,Local-gov,357954,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,20,United-States,<=50K
+38702,21,,170038,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+46596,32,Self-emp-not-inc,190290,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Italy,<=50K
+12575,26,State-gov,203279,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,2463,0,50,India,<=50K
+40333,26,Private,167761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+89089,44,Private,138845,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94729,49,Private,144844,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,52,United-States,>50K
+66197,21,,161930,HS-grad,9,Never-married,,Own-child,Black,Female,0,1504,30,United-States,<=50K
+2442,26,Private,55743,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,30,United-States,<=50K
+98062,40,Self-emp-not-inc,117721,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+56252,19,Self-emp-not-inc,116385,11th,7,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7123,58,Private,301867,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+4564,61,Private,238913,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+10122,28,Self-emp-not-inc,123983,Some-college,10,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Male,0,0,63,South,<=50K
+74984,26,Private,165510,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+4268,64,Private,183513,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+84782,42,Self-emp-inc,119281,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+46209,41,Private,152629,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+11126,45,Private,110171,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16437,39,Private,211440,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+71586,41,Local-gov,359259,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+34522,51,Private,125796,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+45254,34,Private,39609,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+42660,33,Private,111567,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,Germany,>50K
+57893,23,Private,44064,Some-college,10,Separated,Other-service,Not-in-family,White,Male,0,2559,40,United-States,>50K
+70929,35,Self-emp-not-inc,120066,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+47788,41,Private,132633,11th,7,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,25,Guatemala,<=50K
+68274,39,Private,192702,Masters,14,Never-married,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+40509,41,Private,166813,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+14269,33,Self-emp-inc,40444,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+51918,22,Private,290504,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+58882,25,Private,178505,Some-college,10,Never-married,Exec-managerial,Other-relative,White,Female,0,1504,45,United-States,<=50K
+44092,25,Private,175370,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+84595,77,Self-emp-not-inc,72931,7th-8th,4,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,20,Italy,>50K
+17541,33,,234542,Assoc-voc,11,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+19528,66,Private,284021,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89184,19,Private,277974,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+31206,44,Private,111275,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+62744,45,Self-emp-inc,191776,Masters,14,Divorced,Sales,Unmarried,White,Female,25236,0,42,United-States,>50K
+55169,28,Private,125527,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+24151,19,Private,38294,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,2597,0,40,United-States,<=50K
+69306,43,Private,313022,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,4386,0,40,United-States,>50K
+98010,39,Private,179668,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+20228,33,Private,198660,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+61123,44,Private,216116,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+38252,62,Private,200922,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62616,40,Private,153372,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+98611,41,Private,406603,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,6,Iran,<=50K
+84937,23,Local-gov,248344,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+57620,48,Private,240629,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,>50K
+72315,38,Private,314310,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+4732,37,Private,259785,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+24754,45,Private,127111,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+8822,29,Private,178272,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+85547,66,Local-gov,75134,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+13732,19,Private,195985,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+90214,23,Private,221955,9th,5,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,39,Mexico,<=50K
+84858,34,Private,177675,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+70562,39,Private,182828,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+17844,33,Self-emp-not-inc,270889,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+25274,43,Private,183096,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,10,United-States,<=50K
+1017,27,Private,336951,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,<=50K
+34155,33,State-gov,295589,Some-college,10,Separated,Adm-clerical,Own-child,Black,Male,0,0,35,United-States,<=50K
+90103,26,Private,289980,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,Mexico,<=50K
+42259,56,Self-emp-inc,70720,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,27828,0,60,United-States,>50K
+141,46,Private,163352,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,<=50K
+29396,38,Private,190776,Assoc-acdm,12,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+93098,90,Private,313986,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37439,72,Self-emp-inc,473748,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,>50K
+74795,20,Private,163003,HS-grad,9,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+2477,29,Private,183061,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+56078,49,Private,123584,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+32331,23,Private,120910,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+31668,20,Private,227554,Some-college,10,Married-spouse-absent,Sales,Own-child,Black,Female,0,0,18,United-States,<=50K
+99038,57,Private,182677,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,4508,0,40,South,<=50K
+20345,46,Private,214955,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+5628,33,Private,209768,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28102,24,Private,258120,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,Jamaica,<=50K
+12189,49,Private,110015,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Greece,<=50K
+51720,54,Private,152652,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+96198,46,Federal-gov,43206,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,50,United-States,>50K
+1064,31,Self-emp-not-inc,114639,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+69564,43,Self-emp-inc,221172,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+47399,18,,128538,Some-college,10,Never-married,,Own-child,White,Female,0,0,6,United-States,<=50K
+48428,19,Private,131615,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+82672,46,Private,353824,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30856,43,Private,178417,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22015,58,Private,178644,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+2884,43,Self-emp-not-inc,271665,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+20858,37,,223732,Some-college,10,Separated,,Unmarried,White,Male,0,0,40,United-States,<=50K
+20714,21,Federal-gov,169003,12th,8,Never-married,Adm-clerical,Own-child,Black,Male,0,0,25,United-States,<=50K
+89433,52,State-gov,338816,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,70,United-States,>50K
+64174,34,Private,506858,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,>50K
+54136,28,Private,265628,Assoc-voc,11,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+93849,34,Private,173495,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83186,29,Private,177413,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+99924,39,Private,31670,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+73424,49,Private,154451,11th,7,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,35,United-States,<=50K
+93102,35,Private,265535,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,50,Jamaica,>50K
+24419,31,Private,118941,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+26683,18,Private,214617,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+9384,47,Local-gov,265097,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,4386,0,40,United-States,>50K
+39255,46,Private,276087,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,5013,0,50,United-States,<=50K
+88284,43,Private,124692,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+98862,51,Federal-gov,306784,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+53734,21,Private,434102,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+775,18,,387641,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+6471,31,State-gov,181824,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,35,United-States,>50K
+38250,39,Local-gov,177907,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+28746,58,Private,87329,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+94051,36,Private,263130,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99266,38,Private,262882,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+6171,31,Private,37546,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,35,United-States,>50K
+486,19,Private,27433,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96749,38,Private,393945,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,0,0,36,United-States,<=50K
+4080,26,Private,173927,Assoc-voc,11,Never-married,Prof-specialty,Own-child,Other,Female,0,0,60,Jamaica,<=50K
+25594,38,Private,343403,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,16,United-States,<=50K
+40374,36,Private,111128,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+49688,40,Private,193882,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+23209,25,Private,310864,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,,<=50K
+82853,41,Private,128354,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,25,United-States,>50K
+26646,33,Private,113364,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+85361,63,,198559,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+59427,51,Private,136913,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+37219,34,Private,115488,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+41158,33,Private,154227,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76433,25,Private,279667,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+30474,30,Self-emp-not-inc,281030,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,66,United-States,<=50K
+31259,19,Private,283945,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+84347,47,Private,454989,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+22029,26,Private,391349,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26245,21,State-gov,166704,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,14,United-States,<=50K
+71258,36,Private,151835,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,>50K
+64350,60,Private,199085,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+36103,28,Private,61487,HS-grad,9,Never-married,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+86935,19,Private,120251,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,14,United-States,<=50K
+53103,42,Private,273230,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,90,United-States,<=50K
+66805,36,Private,358373,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+32092,35,Private,267891,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,38,United-States,<=50K
+37413,22,Private,234880,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+84316,54,Private,48358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+83718,36,Private,96452,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+73233,55,Private,204751,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+17918,57,Private,375868,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+164,56,Private,413373,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,36,United-States,<=50K
+38985,24,Private,537222,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+98372,35,Local-gov,33975,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+73044,51,Self-emp-inc,162327,11th,7,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15917,34,Private,182691,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Male,0,0,44,United-States,<=50K
+73963,36,Private,300829,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,42,United-States,<=50K
+46569,51,Local-gov,114508,9th,5,Separated,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+93934,46,Self-emp-inc,214627,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+27995,42,Private,129684,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Female,5455,0,50,United-States,<=50K
+11990,25,State-gov,120041,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95331,22,Private,361138,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+31473,37,Private,76893,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+32572,48,Private,205424,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,40,United-States,>50K
+40153,61,Private,176839,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+720,40,Private,229148,12th,8,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,Jamaica,<=50K
+30052,58,Self-emp-inc,154537,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,20,United-States,>50K
+32143,52,Private,181901,HS-grad,9,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,0,0,20,Mexico,<=50K
+95926,18,Private,152004,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+85521,27,Private,205188,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44792,48,Self-emp-not-inc,30840,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,45,United-States,<=50K
+93089,63,Private,66634,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+10226,38,Self-emp-not-inc,180220,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+58236,31,Private,291052,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2051,40,United-States,<=50K
+48838,40,Self-emp-not-inc,99651,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+18222,41,Private,327723,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77623,28,Private,32291,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+37842,31,Private,345122,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,50,United-States,>50K
+82363,32,Private,127384,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+68667,30,Private,363296,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,72,United-States,<=50K
+44113,39,Local-gov,86551,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+6342,28,Private,30070,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+13896,31,Private,595000,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Female,0,0,35,United-States,<=50K
+26448,21,,152328,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+64942,33,,177824,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+23366,44,State-gov,111483,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+76544,22,Private,199555,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,United-States,<=50K
+44506,42,Private,50018,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+50979,36,Private,218490,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+17730,39,Private,49020,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+49077,61,Private,213321,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,40,United-States,<=50K
+83766,31,Private,159187,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+35686,21,Private,83033,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,Germany,<=50K
+11296,39,Self-emp-not-inc,31848,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,2829,0,90,United-States,<=50K
+55373,34,Self-emp-not-inc,24961,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+39969,21,Private,182117,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+39050,75,Self-emp-not-inc,146576,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Male,0,0,48,United-States,>50K
+64642,21,Private,176690,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+39703,81,Private,122651,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+23228,54,Self-emp-inc,149650,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,Canada,<=50K
+6247,34,Private,454508,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,Iran,<=50K
+67731,54,Self-emp-not-inc,269068,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,50,Philippines,>50K
+77520,41,Private,266530,HS-grad,9,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+96432,61,,198542,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21948,63,Private,133144,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,2580,0,20,United-States,<=50K
+15952,24,Private,217961,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59916,20,Private,221661,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+70964,44,Local-gov,60735,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+60325,47,Self-emp-not-inc,121124,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+98176,31,Private,48588,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57154,41,Private,48087,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+72518,53,Self-emp-not-inc,240138,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+74173,63,Private,273010,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,3471,0,40,United-States,<=50K
+95099,44,Private,104196,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+37426,37,Private,230035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,>50K
+31263,28,Private,38918,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Germany,>50K
+91762,71,,205011,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+22798,57,Private,176079,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58003,22,Private,180052,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+90715,33,Local-gov,173005,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1848,45,United-States,>50K
+32552,30,Private,378723,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,55,United-States,<=50K
+42215,20,Private,233624,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+79091,28,Private,192591,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+66483,54,Private,249860,11th,7,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,10,United-States,<=50K
+44913,20,Private,247564,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+14201,34,Private,238912,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+42801,21,Private,190227,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+28984,29,State-gov,293287,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+50679,51,Private,180807,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+65727,39,Private,250217,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,70,United-States,<=50K
+67350,19,Private,217418,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,38,United-States,<=50K
+49464,22,Local-gov,137510,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+92905,59,State-gov,163047,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+36699,18,Private,577521,11th,7,Never-married,Sales,Own-child,White,Male,0,0,13,United-States,<=50K
+10298,22,Private,221533,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+41155,42,Local-gov,255675,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+18110,39,Private,114079,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75922,31,Private,155781,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+44848,28,Private,243762,11th,7,Separated,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+81742,22,Private,113062,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,7,United-States,<=50K
+70831,67,Private,217028,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78843,17,Private,110723,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+70567,47,Federal-gov,191858,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+32143,23,Private,179423,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,5,United-States,<=50K
+24993,20,Private,339588,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Peru,<=50K
+88382,22,Private,206815,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,Peru,<=50K
+94200,47,State-gov,103743,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+67156,49,Private,235683,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+79243,64,,207321,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+5945,35,State-gov,197495,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+38822,52,Federal-gov,424012,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48895,29,Private,178469,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77790,73,Self-emp-inc,92886,10th,6,Widowed,Sales,Unmarried,White,Female,0,0,40,Canada,<=50K
+69043,38,Self-emp-not-inc,214008,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+83984,59,Self-emp-not-inc,325732,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,52,United-States,>50K
+59979,35,Private,28572,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,35,United-States,<=50K
+21628,18,Private,118376,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+80215,24,Private,51799,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+61684,33,Local-gov,115488,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+13398,40,Private,190621,Some-college,10,Divorced,Exec-managerial,Other-relative,Black,Female,0,0,55,United-States,<=50K
+7473,55,Private,193568,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35322,44,Private,192878,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13010,40,Private,264663,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+79524,22,Private,234731,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+35838,55,Private,308373,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+57476,45,Private,205644,HS-grad,9,Separated,Tech-support,Not-in-family,White,Female,0,0,26,United-States,<=50K
+18339,47,Local-gov,321851,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+52723,56,Private,206399,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25530,44,Private,124563,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+39627,32,State-gov,198211,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+97625,17,Private,130795,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+58183,44,Private,71269,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45278,32,Self-emp-not-inc,319280,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,80,United-States,<=50K
+38393,35,Private,125933,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+51718,27,Private,107236,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+86502,32,Private,32732,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+12007,68,Private,284763,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+98585,20,Private,112668,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+92475,33,Private,376483,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+35389,24,Private,402778,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+10889,48,Private,36177,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+60462,45,Private,125489,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+75152,48,Private,304791,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13360,28,Private,209205,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+20621,60,,112821,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,>50K
+98352,39,Local-gov,178100,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+4408,23,Private,70261,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+20512,23,State-gov,186634,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76670,36,Private,32958,Some-college,10,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+41224,25,Private,254746,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+55489,52,Private,158746,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+93176,35,Self-emp-not-inc,140854,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78186,41,Private,51506,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+65377,45,Private,189564,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,42,United-States,>50K
+592,37,Federal-gov,325538,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+76010,58,Private,213975,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13435,67,Self-emp-not-inc,431426,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,2,United-States,<=50K
+10507,48,Private,199763,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,8,United-States,<=50K
+63690,63,Private,161563,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+29093,24,Local-gov,252024,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+76457,43,Private,43945,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+80156,36,Private,178487,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+16128,32,Private,604506,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,White,Male,0,0,72,Mexico,<=50K
+33213,36,Private,228157,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+61829,43,Private,199191,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+63560,27,Private,189775,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+73817,17,Private,171080,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+45538,45,Private,117310,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,46,United-States,<=50K
+11524,41,Self-emp-inc,82049,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20251,41,Self-emp-not-inc,126094,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+17441,18,,202516,HS-grad,9,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+25090,48,Local-gov,246392,Assoc-acdm,12,Separated,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+8106,51,,69328,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+38983,26,Private,292803,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+50523,54,Private,286989,Preschool,1,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+98448,22,Private,190483,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,48,Iran,<=50K
+2071,19,Private,235849,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+70125,47,Private,359766,7th-8th,4,Divorced,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+32843,32,Private,128016,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+9969,46,Private,360096,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+53794,30,Private,170154,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,>50K
+50860,35,Private,337286,Masters,14,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+17520,52,Private,204322,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,5013,0,40,United-States,<=50K
+55400,73,Self-emp-not-inc,143833,12th,8,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,18,United-States,<=50K
+3296,17,Private,365613,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,10,Canada,<=50K
+47114,32,Private,100135,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+95251,43,Local-gov,180096,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23934,19,,371827,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Portugal,<=50K
+84417,26,Private,61270,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Columbia,<=50K
+35780,41,Federal-gov,564135,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+325,49,Private,198759,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+95088,52,State-gov,303462,Some-college,10,Separated,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+13050,35,Private,193106,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+96365,57,Private,250201,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,52,United-States,<=50K
+41975,35,Private,200426,Assoc-voc,11,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,0,0,44,United-States,<=50K
+41606,33,Private,222654,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71775,56,Private,53366,7th-8th,4,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+9147,42,Private,132222,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,60,United-States,<=50K
+57644,17,Private,100828,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+45856,49,Private,31264,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+78799,39,Private,202027,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+35064,34,Self-emp-not-inc,168906,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+20989,37,Self-emp-not-inc,255454,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+58863,22,Private,245524,12th,8,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+6408,27,Private,386040,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+29259,21,Private,35424,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+47101,59,,93655,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+629,44,Private,152629,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,3103,0,40,United-States,>50K
+34523,53,Self-emp-not-inc,151159,10th,6,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,0,0,99,United-States,<=50K
+70379,26,Private,410240,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67900,48,Private,138970,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+33925,39,Private,269722,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+43159,34,Private,223678,HS-grad,9,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,32,United-States,<=50K
+81800,54,State-gov,197184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+15657,36,Private,143486,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+48687,60,Private,160625,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+75625,50,Private,140516,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+34216,48,Local-gov,85341,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+57832,35,Private,108293,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,2205,40,United-States,<=50K
+20671,40,Self-emp-not-inc,192507,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+43714,30,Private,186932,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+37205,65,Self-emp-not-inc,223580,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,6514,0,40,United-States,>50K
+21426,31,Private,236861,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+24903,46,Local-gov,327886,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+88724,67,,407618,9th,5,Divorced,,Not-in-family,White,Female,2050,0,40,United-States,<=50K
+72998,62,Self-emp-inc,197060,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+75479,38,Private,229180,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,Cuba,<=50K
+713,24,Private,284317,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+57352,24,Private,73514,Some-college,10,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,50,Philippines,<=50K
+75252,27,Private,47907,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+48601,43,State-gov,134782,Assoc-acdm,12,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+99955,48,Private,118831,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+14735,41,Private,299505,HS-grad,9,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+32089,30,Private,267161,Some-college,10,Married-civ-spouse,Tech-support,Wife,Black,Female,0,0,45,United-States,<=50K
+39518,38,Private,119177,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+84483,45,Private,327886,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+60175,45,Private,187730,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+7188,55,Private,109015,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+38513,46,Self-emp-not-inc,110015,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,Greece,<=50K
+73690,24,Private,104146,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+11769,31,Local-gov,50442,Some-college,10,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+722,35,Private,57640,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+61760,37,Local-gov,333664,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+32419,29,Private,224858,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+7420,56,Private,290641,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+27016,60,,191118,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,1848,40,United-States,>50K
+45728,25,Private,34402,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1590,60,United-States,<=50K
+28860,33,Private,245378,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84090,44,Private,179136,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24161,21,Private,116788,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+74013,21,Private,129699,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85237,46,Federal-gov,39606,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,England,>50K
+93494,44,Self-emp-inc,95150,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+74322,63,Private,102479,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58984,44,Private,199191,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+81111,31,Private,229636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Mexico,<=50K
+57155,26,Private,53833,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,<=50K
+48312,37,Self-emp-inc,27997,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+20804,60,,124487,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,>50K
+76696,33,Private,111363,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+91386,38,Private,107630,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+69304,26,Private,134287,Assoc-voc,11,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+58779,46,Self-emp-inc,283004,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,63,Thailand,<=50K
+61676,24,Private,33616,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+66958,47,Local-gov,121124,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+17122,27,Private,188189,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,30,United-States,<=50K
+38575,46,Private,106255,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45473,47,Federal-gov,282830,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+88056,47,Private,243904,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,Honduras,<=50K
+3497,69,Private,165017,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Male,2538,0,40,United-States,<=50K
+58483,32,Private,131584,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+10428,51,Private,427781,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+31951,36,Private,334291,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+53327,50,Local-gov,173224,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+43190,29,Private,87507,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,60,India,<=50K
+44225,32,Private,187560,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,3908,0,40,United-States,<=50K
+60375,27,Private,204497,10th,6,Divorced,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,75,United-States,<=50K
+79306,60,Private,230545,7th-8th,4,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,Cuba,<=50K
+93168,31,Private,118161,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+23413,46,Private,150499,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42397,40,Local-gov,96554,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+83673,39,Private,288551,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,52,United-States,>50K
+85003,69,Self-emp-not-inc,104003,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+7423,54,Self-emp-inc,124963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46535,56,Private,198388,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78953,47,Federal-gov,126204,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84507,25,Private,91709,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,45,United-States,<=50K
+26706,34,Self-emp-not-inc,152109,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+51265,24,Self-emp-not-inc,191954,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+61459,63,Private,108097,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,10566,0,45,United-States,<=50K
+13376,29,Local-gov,289991,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+52123,64,Private,92115,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+72161,44,Private,320277,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13231,26,Private,33610,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,60,United-States,<=50K
+95294,36,Private,168276,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39219,55,State-gov,175127,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,38,United-States,>50K
+15520,37,Private,254973,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,>50K
+42180,37,Private,95336,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+61666,63,Private,346975,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,36,United-States,>50K
+29843,33,Private,227282,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+69914,19,Private,138153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+40156,57,Local-gov,174132,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,1977,40,United-States,>50K
+62158,31,Private,182237,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,4386,0,45,United-States,>50K
+50664,20,,111252,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+30602,58,Local-gov,217775,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+23925,20,,168863,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+60713,25,Private,394503,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+29332,40,Private,141657,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+61531,18,Private,125441,11th,7,Never-married,Other-service,Own-child,White,Male,1055,0,20,United-States,<=50K
+63318,26,Private,172230,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29088,29,Private,282944,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72498,45,Local-gov,55377,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+5551,35,State-gov,49352,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+30081,32,Private,213887,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+56188,61,Self-emp-not-inc,24046,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+96444,26,State-gov,208122,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+24770,56,Private,176118,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+53545,22,Private,227994,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,39,United-States,<=50K
+86788,49,Private,215389,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,48,United-States,<=50K
+32641,40,Private,99434,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,12,United-States,<=50K
+6375,37,Private,190964,HS-grad,9,Separated,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+85820,23,,113700,Bachelors,13,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+50703,28,Private,259840,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+50869,27,Private,168827,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+65667,34,Self-emp-inc,28984,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+18304,49,Private,182211,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+22600,41,Private,82393,Some-college,10,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+17707,28,Private,183639,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,21,United-States,<=50K
+80480,38,Private,342448,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+70109,47,State-gov,469907,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1740,40,United-States,<=50K
+35359,28,Local-gov,211920,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+25621,44,State-gov,33658,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+28422,41,Federal-gov,34178,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73945,50,Private,400630,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+37255,73,Self-emp-not-inc,161251,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,24,United-States,<=50K
+31185,21,Private,255685,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+15095,38,Private,199256,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+40172,64,,143716,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+14909,47,Private,221666,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+23494,52,Private,145409,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,60,Canada,>50K
+17150,24,Private,39615,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67955,44,Private,104440,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+34169,27,Private,151382,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Male,0,974,40,United-States,<=50K
+43941,61,Self-emp-not-inc,503675,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+92191,58,Private,306233,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+81091,51,Private,216475,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1564,43,United-States,>50K
+88617,49,Private,50748,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,55,England,<=50K
+95990,23,Private,107190,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+79986,19,Private,206874,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+34833,21,Private,83141,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,53,United-States,<=50K
+21277,56,Private,444089,11th,7,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19969,35,Private,141896,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24014,37,Federal-gov,33487,Some-college,10,Divorced,Tech-support,Unmarried,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+17674,41,Private,65372,Doctorate,16,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,>50K
+76399,30,Private,341346,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+86605,35,Private,343403,Doctorate,16,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,20,,<=50K
+77866,47,Private,287480,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11523,59,Self-emp-inc,107287,10th,6,Widowed,Exec-managerial,Unmarried,White,Female,0,2559,50,United-States,>50K
+60508,55,Private,199067,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,32,United-States,<=50K
+79996,22,,182771,Assoc-voc,11,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+77446,31,Private,159737,10th,6,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47985,30,Private,110643,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,4386,0,40,United-States,>50K
+44336,24,Private,117583,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,48,United-States,<=50K
+46462,49,Self-emp-not-inc,43479,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54837,23,Private,203003,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,Germany,<=50K
+59981,50,Private,133963,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+14759,38,Private,227794,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+62420,20,Self-emp-not-inc,112137,Some-college,10,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+36219,49,Self-emp-not-inc,110457,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+36347,45,Private,281565,HS-grad,9,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,50,South,<=50K
+5834,46,Federal-gov,297906,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+64737,19,Private,151506,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+69087,31,Federal-gov,139455,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Cuba,<=50K
+7439,38,Private,26987,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+95570,56,Self-emp-not-inc,233312,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+37719,24,Private,161092,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+51449,58,Local-gov,98361,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+32349,28,Private,188928,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+92824,22,Private,164922,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+77220,46,Private,185673,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75934,30,Private,193598,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+55525,56,Private,274111,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+94742,32,Private,245482,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+14025,56,Private,160932,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+14339,50,Private,44368,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55947,28,,291374,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+76193,30,Private,280927,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35293,24,Private,222993,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+52528,42,Federal-gov,25240,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+55899,31,Self-emp-not-inc,204052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+12391,18,Private,74054,11th,7,Never-married,Sales,Own-child,Other,Female,0,0,20,,<=50K
+40855,46,Private,169042,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,25,Ecuador,<=50K
+50142,31,Private,104509,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,65,United-States,>50K
+65029,38,Local-gov,185394,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+77756,44,Local-gov,254146,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+45161,55,Self-emp-inc,227856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+52489,19,Private,183041,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+86343,45,Private,107682,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+46279,50,Self-emp-inc,287598,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+23184,53,Private,182186,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+48013,41,Self-emp-inc,194636,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,65,United-States,>50K
+9761,45,Private,112305,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+54527,21,Private,212661,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+81855,37,Private,32709,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+45402,42,Federal-gov,46366,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+49028,37,Self-emp-not-inc,24106,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,<=50K
+90234,46,Private,170850,Bachelors,13,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1590,40,,<=50K
+20177,45,Self-emp-not-inc,40666,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+71231,32,Private,182975,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+61865,30,Private,345122,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+26839,57,,208311,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,80,United-States,>50K
+99756,37,Private,120045,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,56,United-States,<=50K
+13069,18,,201299,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+65967,32,Private,152940,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+57470,43,Private,243580,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+90830,46,Private,182128,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,6497,0,50,United-States,<=50K
+27439,36,,176458,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,28,United-States,<=50K
+66447,33,Private,101562,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17623,48,Private,108699,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34122,34,Private,175878,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Female,0,0,40,United-States,<=50K
+61265,34,Local-gov,177675,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,>50K
+54802,33,Private,213887,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59835,36,Private,357619,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,Germany,<=50K
+99217,23,Private,435835,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1669,55,United-States,<=50K
+38690,39,Private,165799,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55171,22,Private,71469,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+29937,19,Private,229745,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+28652,47,Private,284916,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+24814,46,Private,28419,Assoc-voc,11,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+11782,47,Private,26950,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,6,United-States,<=50K
+92489,47,Self-emp-not-inc,107231,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+39633,52,Local-gov,512103,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47034,38,Self-emp-not-inc,245090,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+11357,58,Private,314153,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+66115,32,Private,243988,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+52773,54,Self-emp-not-inc,82551,Assoc-voc,11,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,10,United-States,<=50K
+73449,20,Private,42706,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+77625,25,Private,235795,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+20219,25,Self-emp-not-inc,108001,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,15,United-States,<=50K
+3248,36,State-gov,112497,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,1876,44,United-States,<=50K
+37697,69,Self-emp-not-inc,128206,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,<=50K
+93570,28,Private,224634,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+33078,20,Private,362999,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+16535,21,Private,346693,7th-8th,4,Never-married,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+7292,37,Private,175759,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+36081,21,Private,99199,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,32,United-States,<=50K
+45538,25,,219987,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,13,United-States,<=50K
+60899,39,Private,143445,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+22021,34,Private,118710,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+787,33,Local-gov,224185,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+30027,47,Private,118972,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+70297,29,Private,165360,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21559,48,Private,38950,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,89,United-States,<=50K
+11313,42,Self-emp-inc,277256,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+2603,29,Private,247151,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+7000,34,Private,213722,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+72436,20,Private,209955,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+93499,41,Private,174395,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+13130,45,Private,138626,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+6019,22,,179973,Assoc-voc,11,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+50897,23,Private,200207,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,44,United-States,<=50K
+87022,19,Private,156587,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+75298,24,Private,33016,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+87492,20,Private,197496,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,,<=50K
+93672,32,Private,153588,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80574,52,Private,99736,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,15020,0,50,United-States,>50K
+29736,36,Private,284166,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,60,United-States,>50K
+42761,18,Private,716066,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+48774,27,Private,188519,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+65135,26,Private,109080,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+11071,52,Private,174421,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+97091,24,Private,259351,Some-college,10,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+73227,42,Federal-gov,284403,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+13284,39,Private,85319,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,60,United-States,>50K
+52186,20,,201766,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+66947,20,State-gov,340475,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+37777,39,Private,487486,HS-grad,9,Widowed,Handlers-cleaners,Unmarried,White,Male,0,0,40,,<=50K
+15769,68,,484298,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+54590,35,Private,170617,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,48,United-States,<=50K
+79276,54,Private,94055,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+83346,24,Private,117779,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+6098,24,Private,209770,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+88161,20,Private,317443,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,15,United-States,<=50K
+84863,64,,140237,Preschool,1,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+36991,28,Private,107411,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+50658,36,Self-emp-not-inc,122493,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+53063,44,Self-emp-inc,195124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,,<=50K
+90724,38,Private,101978,Some-college,10,Separated,Machine-op-inspct,Not-in-family,White,Male,0,2258,55,United-States,>50K
+75709,22,Private,335453,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+7935,56,Private,318329,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+19810,24,Private,100321,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+40305,24,Self-emp-not-inc,81145,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,75,United-States,<=50K
+13042,22,Private,62865,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1289,21,Private,176262,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+94358,42,Private,168103,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+61347,41,Local-gov,208174,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+33607,19,Private,188815,HS-grad,9,Never-married,Other-service,Own-child,White,Female,34095,0,20,United-States,<=50K
+90309,67,Self-emp-not-inc,226092,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,44,United-States,<=50K
+52337,20,Private,212668,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+98593,32,Private,381583,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+48651,46,Private,239439,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+12353,52,Private,172493,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,36,United-States,<=50K
+82916,44,Private,239876,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+26089,65,,221881,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,Mexico,<=50K
+77657,37,Local-gov,218184,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+25062,27,Self-emp-not-inc,206889,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+85682,35,Private,110668,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,35,United-States,<=50K
+597,30,Private,211028,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+31859,64,Local-gov,202984,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,40,United-States,<=50K
+6693,48,Private,20296,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,>50K
+90218,35,Private,194690,7th-8th,4,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+74747,28,Self-emp-not-inc,204984,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+25611,63,Self-emp-not-inc,35021,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1977,32,China,>50K
+24219,40,Self-emp-not-inc,238574,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+57539,33,Private,345360,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97126,40,Private,192381,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+62217,25,Private,479765,7th-8th,4,Never-married,Sales,Other-relative,White,Male,0,0,45,Guatemala,<=50K
+36908,45,Self-emp-inc,34091,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+87502,30,Private,151773,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+3929,53,Private,299080,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+49472,63,Private,135339,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,2105,0,40,Vietnam,<=50K
+92794,27,Local-gov,52156,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+60517,31,Private,318647,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35036,33,Private,80145,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+49855,39,State-gov,343646,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,Mexico,>50K
+36495,42,Self-emp-not-inc,198692,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+71831,19,Private,266635,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+76266,31,Private,197672,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+69454,53,Private,185846,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64321,47,Self-emp-not-inc,315110,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+95048,27,Private,220754,Doctorate,16,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+77225,22,Private,64292,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75530,29,Private,126060,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+69446,52,Private,78012,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,1762,40,United-States,<=50K
+82230,32,Private,210562,Assoc-voc,11,Divorced,Craft-repair,Own-child,White,Male,0,0,46,United-States,<=50K
+6809,23,Private,350181,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5387,27,Private,233421,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+47552,53,Private,167170,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+44913,18,Private,260801,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+4923,41,Private,173370,Bachelors,13,Separated,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+7887,27,Private,135520,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Dominican-Republic,<=50K
+17230,30,Private,121308,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+80390,41,Private,444743,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+89350,21,Private,65225,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+87320,58,State-gov,136982,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,40,Honduras,<=50K
+34351,45,State-gov,271962,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84872,40,Private,204046,10th,6,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+53652,21,Private,225823,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1224,29,Private,183009,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,1590,40,United-States,<=50K
+31022,50,Private,121038,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+42797,26,Private,49092,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65338,23,Private,148709,HS-grad,9,Separated,Handlers-cleaners,Other-relative,White,Female,0,0,40,United-States,<=50K
+50927,27,Private,209205,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+10266,36,Local-gov,285865,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+17112,22,Federal-gov,216129,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+57244,37,Federal-gov,40955,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,Japan,<=50K
+4389,54,Private,197189,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+36372,36,Private,33001,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+20820,44,Private,227399,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+51231,38,Private,164050,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+59623,49,Private,259087,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2850,18,Private,236262,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+60747,26,Private,177929,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+95469,48,Private,166929,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,,>50K
+35453,32,Private,199963,11th,7,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+5024,35,State-gov,98776,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+26526,40,Private,135056,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+18075,40,Self-emp-not-inc,55363,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+38744,42,State-gov,102343,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,72,India,>50K
+23240,30,Private,231263,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+48971,19,Private,226913,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+74748,36,Private,129573,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+68233,31,Private,191001,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63265,50,Federal-gov,69345,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+72477,38,Private,204556,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+52068,35,Private,192626,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+71995,45,Private,202812,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+21680,29,Private,405177,10th,6,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+34,41,Private,227890,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,46,United-States,>50K
+71303,33,Private,101352,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+96893,49,Private,82572,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+74096,28,Private,132686,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+18901,49,Local-gov,149210,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,15024,0,40,United-States,>50K
+64648,27,Private,245661,HS-grad,9,Separated,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+88110,47,Self-emp-inc,483596,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,2885,0,32,United-States,<=50K
+83380,42,State-gov,104663,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,Italy,>50K
+80358,30,Private,347166,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+52152,37,Local-gov,108540,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+12173,37,Private,333305,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,<=50K
+49557,51,Private,155408,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+3538,27,Federal-gov,246372,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+59379,53,Private,30290,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34391,45,Private,347321,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58574,37,Self-emp-inc,205852,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+81776,40,Federal-gov,163215,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,,<=50K
+18607,54,State-gov,93449,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+5539,47,Self-emp-inc,116927,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+90470,35,Private,164526,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Yugoslavia,>50K
+70621,33,Private,31573,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25800,28,Local-gov,125159,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,40,Haiti,<=50K
+41306,39,State-gov,201105,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,>50K
+6154,25,,122745,HS-grad,9,Never-married,,Own-child,White,Male,0,1602,40,United-States,<=50K
+3034,33,Private,150570,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+13295,34,Private,118941,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,40,Ireland,<=50K
+32527,53,Private,141388,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+58698,21,Private,174714,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+63096,31,State-gov,75755,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,55,United-States,>50K
+55500,63,Private,133144,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+51996,21,Self-emp-not-inc,318865,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+69320,59,Private,109638,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+89584,50,Private,92969,1st-4th,2,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+29454,66,,376028,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+61750,19,Private,144161,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+31624,31,Private,183778,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+89712,23,Private,398904,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+82779,45,Private,170846,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+48006,35,Local-gov,204277,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+46896,32,Private,205152,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+48630,20,Private,225395,7th-8th,4,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,60,Mexico,<=50K
+22215,38,Private,33975,HS-grad,9,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,>50K
+31783,49,Private,147032,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,8,Philippines,<=50K
+12904,64,Private,174826,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98797,60,Local-gov,232769,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+46914,25,Private,36984,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+99054,21,Private,292264,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+40638,26,Private,303973,HS-grad,9,Never-married,Priv-house-serv,Other-relative,White,Female,0,1602,15,Mexico,<=50K
+4256,23,Private,287988,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,20,United-States,<=50K
+81219,67,Self-emp-inc,330144,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+68386,24,Private,191948,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+17977,46,Private,324601,1st-4th,2,Separated,Machine-op-inspct,Own-child,White,Female,0,0,40,Guatemala,<=50K
+35776,38,State-gov,200289,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+91876,20,Private,113307,7th-8th,4,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+87553,28,,194087,Some-college,10,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+72016,26,Private,155213,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+43128,58,Private,175127,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+90106,31,State-gov,358461,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+26569,37,State-gov,354929,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,38,United-States,<=50K
+95324,53,State-gov,104501,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+83214,45,Private,112929,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+55020,33,Private,132832,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+95633,33,State-gov,357691,Masters,14,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+36743,35,Private,114605,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+72525,60,Self-emp-not-inc,525878,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+59078,21,Private,68358,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+21715,38,Private,174571,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,45,United-States,<=50K
+93881,40,Private,42703,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+89064,40,Private,220589,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+36128,44,Self-emp-not-inc,197558,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,>50K
+38721,27,Private,423250,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+6473,34,Self-emp-not-inc,29254,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+5960,20,,308924,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+92961,49,Local-gov,276247,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+37801,37,Private,213841,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+61033,52,Private,181677,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,>50K
+20635,46,Private,160061,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+31935,20,Private,285295,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,40,,<=50K
+16324,43,Private,265266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44276,46,Local-gov,222115,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,99999,0,40,United-States,>50K
+6402,25,State-gov,194954,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+38104,48,Private,156926,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76855,36,Local-gov,217414,Some-college,10,Divorced,Protective-serv,Unmarried,White,Male,0,0,55,United-States,<=50K
+2172,37,Private,538443,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,14344,0,40,United-States,>50K
+30277,18,,192399,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+64854,42,Private,383493,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+71871,60,Private,193235,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,24,United-States,<=50K
+20241,37,Self-emp-inc,99452,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+71069,44,Local-gov,254134,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+17058,32,Private,90446,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+94977,29,Private,116613,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Portugal,<=50K
+37847,42,Local-gov,238188,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+21627,17,Private,95909,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+47896,41,Private,82319,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,10,United-States,<=50K
+35373,34,Private,182274,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1887,40,United-States,>50K
+82478,56,Private,179625,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+14613,28,Private,119793,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+60593,28,Self-emp-not-inc,254989,11th,7,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+727,19,Private,104830,7th-8th,4,Never-married,Transport-moving,Unmarried,White,Male,0,0,25,Guatemala,<=50K
+23631,49,Federal-gov,110373,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+71177,36,Self-emp-not-inc,135416,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,50,United-States,<=50K
+53374,25,Private,298225,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+8990,42,Private,166740,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2985,47,Self-emp-not-inc,213668,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+46564,26,Private,276624,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+58121,35,Private,226789,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,58,United-States,<=50K
+38884,37,Private,31023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+35283,39,Local-gov,116666,HS-grad,9,Never-married,Protective-serv,Own-child,Amer-Indian-Eskimo,Male,4650,0,48,United-States,<=50K
+99189,42,Private,136986,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+20417,41,Private,179580,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,36,United-States,>50K
+19997,23,Private,103277,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+42623,31,Federal-gov,351141,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+85048,36,Local-gov,191161,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,57,United-States,>50K
+22518,20,Private,148709,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+53128,36,Private,128382,Some-college,10,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+15769,50,Private,144361,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+78826,37,Private,172538,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+72893,25,Private,102476,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,27828,0,50,United-States,>50K
+5925,39,Private,46028,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,60,United-States,<=50K
+7582,32,Private,198452,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+89747,59,Private,193895,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+32566,29,Private,233421,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,45,United-States,<=50K
+48937,50,Private,378747,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+87248,42,Private,31251,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,37,United-States,<=50K
+30871,32,Private,71540,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76180,48,Private,194772,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+53522,20,Private,34568,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3781,0,35,United-States,<=50K
+48591,50,Self-emp-not-inc,36480,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+10966,18,Private,116528,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+86128,60,Private,52152,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+61290,60,Private,216690,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+3116,42,Local-gov,227065,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,22,United-States,<=50K
+82856,49,Private,84013,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+65576,35,Self-emp-inc,82051,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+40657,30,Self-emp-not-inc,176185,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Iran,<=50K
+62304,59,Private,115414,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+18355,24,Self-emp-inc,493034,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,13550,0,50,United-States,>50K
+83390,55,Private,354923,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+1451,19,Private,393712,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+66009,39,Private,98941,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15287,48,Private,141483,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+27618,44,Private,172479,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+24818,21,Private,226145,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+89866,23,Private,394612,Bachelors,13,Never-married,Tech-support,Own-child,Black,Male,0,0,40,United-States,<=50K
+38869,22,Private,231085,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+63414,55,Self-emp-not-inc,183810,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+36477,19,Private,186159,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15682,23,Private,162282,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+92737,46,Private,219021,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,44,United-States,>50K
+82039,23,Private,273206,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,23,United-States,<=50K
+60171,47,Self-emp-inc,332355,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+81968,23,Private,102729,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+34263,42,Private,198096,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+93701,22,State-gov,292933,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+12674,18,Private,135924,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+98193,37,Private,99146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+20431,34,Private,27409,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+49613,30,Private,299507,Assoc-acdm,12,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+64714,62,Self-emp-not-inc,102631,Some-college,10,Widowed,Farming-fishing,Unmarried,White,Female,0,0,50,United-States,<=50K
+79971,51,Private,153486,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+32427,34,Private,434292,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,30,United-States,<=50K
+34970,28,Self-emp-not-inc,240172,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+47940,56,Private,219426,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86504,46,Private,295791,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,30,United-States,<=50K
+93674,46,Private,114032,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,1887,45,United-States,>50K
+76777,23,Local-gov,496382,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,Guatemala,<=50K
+96311,33,Private,376483,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,30,United-States,<=50K
+57911,27,Private,107218,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+31607,21,Private,246207,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+15043,18,,80564,HS-grad,9,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+60771,36,Private,83089,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,Mexico,>50K
+33237,37,Local-gov,328301,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+15195,39,Local-gov,301614,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+3044,36,Private,199739,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,60,United-States,>50K
+2050,24,Private,180060,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,2354,0,40,United-States,<=50K
+9416,26,Private,121040,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+85971,37,Private,125550,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+68752,34,Private,170772,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+90604,33,Private,180551,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+49731,33,Self-emp-not-inc,48189,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,30,United-States,<=50K
+80326,20,Private,432154,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,8,Mexico,<=50K
+15777,26,Private,263200,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+63589,47,Private,123207,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+97157,17,Private,110798,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+90636,53,Private,238481,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,40,United-States,<=50K
+67186,31,Private,185528,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+48906,34,Private,181311,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+60718,23,Private,528616,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+84946,39,Private,272950,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+11493,22,,195532,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+97997,21,Private,197583,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+51176,40,Private,48612,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+42121,54,Local-gov,31533,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+70490,32,Federal-gov,148138,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2002,40,Iran,<=50K
+57018,29,Local-gov,30069,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,2635,0,40,United-States,<=50K
+33020,68,,170182,Some-college,10,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+30628,27,Local-gov,230885,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+87056,54,Private,174102,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+15628,23,Private,352606,HS-grad,9,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+15806,38,Private,241153,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+70705,54,Private,155433,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+21790,21,Private,109414,Some-college,10,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,1974,40,United-States,<=50K
+773,40,Private,125461,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,42,United-States,<=50K
+81221,19,Private,331556,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73781,21,,138575,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,60,United-States,<=50K
+3194,35,Private,223514,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+65591,39,Private,115418,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,2174,0,45,United-States,<=50K
+98951,38,Private,193026,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,1408,40,,<=50K
+96304,41,Private,147206,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+45073,26,Private,174592,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84700,35,Private,268620,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+77486,70,Self-emp-not-inc,150886,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+3810,45,Private,112362,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+31327,83,Private,195507,HS-grad,9,Widowed,Protective-serv,Not-in-family,White,Male,0,0,55,United-States,<=50K
+68083,59,Private,192983,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57428,18,Private,120544,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,15,United-States,<=50K
+53625,31,Private,59083,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+32695,43,Private,208277,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+64064,24,Local-gov,184678,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3136,33,Private,278736,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+24126,48,Local-gov,39464,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,52,United-States,<=50K
+27793,27,Private,162343,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+81347,41,Private,204046,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48505,25,Private,255647,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,Mexico,<=50K
+82953,53,Private,123011,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,>50K
+72224,66,Self-emp-not-inc,291362,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+99995,31,Private,159187,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+69971,30,State-gov,126414,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16102,22,Private,227626,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91458,47,Self-emp-inc,173783,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+8733,74,Private,211075,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+72914,37,Private,176756,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,1485,70,United-States,>50K
+58687,35,Self-emp-not-inc,31095,Some-college,10,Separated,Farming-fishing,Not-in-family,White,Male,4101,0,60,United-States,<=50K
+1680,51,Self-emp-not-inc,32372,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,70,United-States,<=50K
+95171,40,Private,331651,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12935,51,Local-gov,146325,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+26568,26,Private,515025,10th,6,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,<=50K
+60691,53,Private,394474,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+25455,32,Private,400535,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3781,0,40,United-States,<=50K
+98559,29,Self-emp-not-inc,337505,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+86510,42,Private,211860,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7642,22,Private,102684,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,32,United-States,<=50K
+28073,62,,225657,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+22557,33,Private,121966,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26635,21,Private,396790,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,20,United-States,<=50K
+97375,46,Local-gov,149949,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+38502,25,Private,252187,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90463,29,Private,209934,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+91481,29,Federal-gov,229300,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+18223,33,Private,170769,Doctorate,16,Divorced,Sales,Not-in-family,White,Male,99999,0,60,United-States,>50K
+54177,50,Private,200618,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20086,22,Private,216984,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+96174,40,Private,212760,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46405,28,Private,150309,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+30573,54,Private,174655,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+96426,29,Private,109621,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96669,49,Private,225124,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+67695,46,Private,172695,11th,7,Widowed,Other-service,Not-in-family,White,Female,0,0,27,El-Salvador,<=50K
+31975,71,Self-emp-not-inc,238479,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+83686,27,Private,37754,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+5167,56,Private,85018,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39874,64,Private,256466,HS-grad,9,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,60,Philippines,>50K
+54062,23,Private,169188,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+54655,36,Private,210945,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+63993,39,Local-gov,287031,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+87191,26,Private,224361,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83958,31,Federal-gov,108464,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+57193,36,Private,75826,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+1432,43,Private,120277,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+4744,25,Private,104439,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+82254,27,Private,56870,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+57216,24,Private,200819,12th,8,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94850,50,Self-emp-not-inc,170562,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,20,United-States,<=50K
+39176,30,Private,80933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63932,24,Private,33088,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44353,41,Local-gov,112763,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,7430,0,36,United-States,>50K
+95632,29,Private,177651,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+89820,31,Private,261943,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44274,54,Private,169785,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,Italy,<=50K
+99544,20,Private,141481,11th,7,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,50,United-States,<=50K
+37368,37,Private,433491,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+17075,28,Local-gov,86615,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+79163,39,Private,125550,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+72412,46,State-gov,421223,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13341,35,Private,26999,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+4471,36,Self-emp-not-inc,241998,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,20,United-States,>50K
+60409,34,,133861,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+89802,44,Private,115323,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24072,34,Self-emp-inc,23778,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+36376,28,Self-emp-not-inc,190836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+66115,38,Self-emp-inc,159179,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+61733,64,,205479,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+89126,19,,47713,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+75874,35,Private,163237,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+32191,61,Private,202202,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21942,45,Private,168837,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+91851,36,Private,112271,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+74579,34,Private,52537,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,30,United-States,<=50K
+7281,27,Private,38353,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+35631,22,Private,141698,10th,6,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+45793,26,Private,28856,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63753,19,Private,175652,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,15,United-States,<=50K
+97835,36,Private,213008,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98425,51,Private,196501,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,14084,0,50,United-States,>50K
+69967,63,Private,118798,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+51299,51,Private,92463,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+37427,20,State-gov,125165,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+71788,42,Self-emp-not-inc,103980,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+69898,40,,180362,Bachelors,13,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+96641,25,Private,53903,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69570,40,Private,179735,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+13530,41,,277390,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,30,United-States,>50K
+8355,49,Private,122177,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,80,United-States,<=50K
+17990,46,Private,188161,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+43046,32,Self-emp-not-inc,170108,HS-grad,9,Separated,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+7070,28,Private,175262,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Mexico,<=50K
+94579,19,,204441,HS-grad,9,Never-married,,Other-relative,Black,Male,0,0,20,United-States,<=50K
+66176,19,Private,164395,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+94514,18,Private,115630,11th,7,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+58131,39,Private,178815,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+21755,60,Self-emp-not-inc,168223,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+41195,46,Local-gov,202560,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,1408,40,United-States,<=50K
+82349,38,Private,100295,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,50,Canada,>50K
+54186,36,Private,172256,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+64746,45,Private,51664,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+74706,60,State-gov,358893,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,2339,40,United-States,<=50K
+63423,30,Private,115963,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14796,22,Private,333910,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,43,United-States,<=50K
+15469,23,Private,148948,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+12658,48,State-gov,130561,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+39435,46,Private,428350,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+80841,43,Private,188808,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+94726,25,Private,112847,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,Other,Male,0,0,40,United-States,<=50K
+10075,50,Private,110748,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20260,61,Self-emp-inc,156653,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+92037,35,Private,196491,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+77169,65,Local-gov,254413,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90855,56,Private,91262,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,45,United-States,<=50K
+37919,43,Self-emp-not-inc,154785,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,80,Thailand,<=50K
+19084,55,Private,84231,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+34930,22,Private,226327,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+14056,40,Private,248406,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,32,United-States,<=50K
+29475,35,Private,54317,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,50,United-States,<=50K
+10353,22,,32732,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+39962,20,Private,95918,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8555,46,Local-gov,375675,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,>50K
+35179,43,Private,244172,HS-grad,9,Separated,Transport-moving,Unmarried,White,Male,0,0,40,Mexico,<=50K
+40363,46,Federal-gov,233555,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+19864,39,Private,326342,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,2635,0,37,United-States,<=50K
+53074,34,Private,77271,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,20,England,<=50K
+44403,35,Private,33397,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+75100,30,Private,446358,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,41,United-States,<=50K
+9971,25,Private,151810,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,28,United-States,<=50K
+82100,44,Private,125461,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+96906,35,Private,133906,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+36691,41,Private,155106,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+76798,43,Federal-gov,203637,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+89505,32,Private,232766,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79659,50,Private,305319,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67886,20,Private,121023,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+12612,29,Private,198997,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+88896,38,Private,167140,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+8172,20,Private,38772,10th,6,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+65760,41,Private,253759,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+78041,27,Private,130067,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,65,United-States,<=50K
+430,37,Private,203828,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93409,62,State-gov,221558,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,24,,<=50K
+2568,31,Private,156464,10th,6,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13786,49,Private,72333,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+16023,33,Local-gov,83671,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+97752,31,Private,339482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+95355,19,Private,91928,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,35,United-States,<=50K
+22088,44,Private,99203,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16205,31,Self-emp-inc,455995,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,>50K
+16837,62,Private,192515,HS-grad,9,Widowed,Farming-fishing,Unmarried,White,Female,0,0,40,United-States,<=50K
+84247,65,Self-emp-not-inc,111483,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2174,10,United-States,>50K
+23858,17,Private,221129,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+8062,60,Private,85413,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+13610,31,Private,196125,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91051,29,Private,265638,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35182,53,Private,177727,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+25979,44,Private,205822,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+34265,43,Private,112607,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+86294,40,Federal-gov,177595,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+11382,18,Private,183315,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,10,United-States,<=50K
+71614,47,Private,116279,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,43,United-States,<=50K
+61663,38,Federal-gov,122493,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,4064,0,40,United-States,<=50K
+11315,37,Private,215419,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+21631,40,Private,310101,Some-college,10,Separated,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+42206,57,Self-emp-inc,61885,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,60,United-States,>50K
+17319,43,Private,59107,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+22877,32,Private,227214,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,40,Ecuador,<=50K
+29391,64,Private,239450,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+7803,18,Private,118847,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+7047,40,Self-emp-not-inc,95226,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+42041,17,,659273,11th,7,Never-married,,Own-child,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+22043,23,Private,215395,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8878,45,Private,170600,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69569,45,Self-emp-not-inc,91044,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+18179,27,Private,318639,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,60,Mexico,<=50K
+86750,23,Private,160398,Some-college,10,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+19756,58,Self-emp-not-inc,216824,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+40308,35,Private,308945,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,75,United-States,<=50K
+13350,47,Private,30840,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+22776,33,Private,99309,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+29376,27,Private,188576,Bachelors,13,Separated,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+60239,46,Private,83064,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+15475,24,Private,403865,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,<=50K
+36251,40,Private,235786,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+3104,44,Private,191893,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+85321,31,Local-gov,149184,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,97,United-States,>50K
+14034,37,Private,152909,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+40393,23,Private,435604,Assoc-voc,11,Separated,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+71532,30,Self-emp-inc,109282,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+68024,31,Private,248178,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,35,United-States,<=50K
+30130,24,,112683,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+78341,32,Private,209103,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3464,0,40,United-States,<=50K
+11565,27,Private,183639,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+28616,35,Local-gov,107233,HS-grad,9,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Male,0,0,55,United-States,<=50K
+27405,27,Private,175387,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+19632,30,Self-emp-not-inc,178255,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,,<=50K
+62631,33,Self-emp-not-inc,38223,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,70,United-States,<=50K
+73490,34,Private,228873,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+46927,29,Private,202182,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+35593,26,Local-gov,425092,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+10531,39,Self-emp-not-inc,152587,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+99166,37,Self-emp-inc,39089,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,50,United-States,>50K
+76957,51,Private,204304,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+10765,40,Private,116103,Some-college,10,Separated,Craft-repair,Unmarried,White,Male,4934,0,47,United-States,>50K
+88083,53,Private,290640,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+82785,58,Federal-gov,81973,Some-college,10,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,1485,40,United-States,>50K
+21999,29,Private,134890,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+4594,33,Private,452924,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+46083,57,Private,245193,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+59516,69,State-gov,34339,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60631,20,Private,184756,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+58025,56,Private,392160,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,25,Mexico,<=50K
+52627,49,Private,168337,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21706,34,Private,309513,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44577,70,Private,77219,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,37,United-States,<=50K
+58366,44,Private,212888,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+49421,37,Private,361888,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+33891,58,Local-gov,237879,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,58,United-States,<=50K
+65608,42,Self-emp-not-inc,93099,Some-college,10,Married-civ-spouse,Prof-specialty,Own-child,White,Female,0,0,25,United-States,<=50K
+70630,41,Private,225193,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+63374,28,Private,50814,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29447,47,Local-gov,123681,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,United-States,>50K
+34010,24,Private,249351,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+20669,58,Self-emp-not-inc,222311,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,7688,0,55,United-States,>50K
+81357,18,Private,301762,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+39988,50,Private,195298,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+98590,69,Private,541737,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,2050,0,24,United-States,<=50K
+21017,84,Private,241065,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,66,United-States,<=50K
+81492,47,Private,129513,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+88611,19,Private,374262,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+35431,24,Private,382146,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+9289,48,,185291,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+34829,53,Private,30447,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+74128,58,Private,49893,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+49859,22,Private,197387,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,24,Mexico,<=50K
+50951,36,Self-emp-not-inc,111957,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,<=50K
+77219,34,Private,340458,12th,8,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+76368,43,Private,185670,1st-4th,2,Widowed,Prof-specialty,Unmarried,White,Female,0,0,21,Mexico,<=50K
+62343,37,Private,210945,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,24,United-States,<=50K
+34932,43,Private,350661,Prof-school,15,Separated,Tech-support,Not-in-family,White,Male,0,0,50,Columbia,>50K
+6602,42,Private,190543,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+89428,21,Private,70261,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+40601,49,Self-emp-not-inc,179048,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Greece,<=50K
+40651,35,Private,242094,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+59056,49,Self-emp-not-inc,117634,Some-college,10,Widowed,Craft-repair,Unmarried,White,Female,0,0,30,United-States,<=50K
+48383,28,Private,82531,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+75744,51,Private,193374,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+11621,30,,186420,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89155,19,Private,323605,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,>50K
+70373,56,Private,371064,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+77767,20,Private,39927,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,8,United-States,<=50K
+70066,22,Private,64292,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,37,United-States,<=50K
+36217,33,Private,198660,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,99999,0,56,United-States,>50K
+87173,54,,196975,HS-grad,9,Divorced,,Other-relative,White,Male,0,0,45,United-States,<=50K
+40565,22,Private,210165,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+94285,68,Private,144137,Some-college,10,Divorced,Priv-house-serv,Other-relative,White,Female,0,0,30,United-States,<=50K
+11932,56,Local-gov,155657,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+96809,23,,72953,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77054,69,Self-emp-not-inc,107548,9th,5,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+27979,41,Private,163258,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99733,33,Private,221324,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+46986,18,Private,444822,11th,7,Never-married,Sales,Own-child,White,Female,0,0,8,Mexico,<=50K
+3180,17,Private,154398,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,16,Haiti,<=50K
+8512,31,Private,120672,11th,7,Divorced,Handlers-cleaners,Other-relative,Black,Male,0,1721,40,United-States,<=50K
+8902,50,Private,159650,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+79192,62,Private,290754,10th,6,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17576,41,Private,49654,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,52,United-States,<=50K
+21970,20,Federal-gov,147352,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+28106,23,Private,227943,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+9054,18,Private,423024,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+80656,53,,64322,7th-8th,4,Separated,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21219,42,Private,445940,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+39651,23,Private,230824,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46987,43,Private,48882,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+21352,47,Private,168195,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+52643,53,Local-gov,188644,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+75794,28,Private,136077,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84064,28,State-gov,119793,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+1941,44,Private,336513,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+28947,58,Private,186991,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+87369,25,,218948,7th-8th,4,Never-married,,Not-in-family,White,Female,0,0,32,Mexico,<=50K
+97385,26,Private,211435,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+27654,36,Self-emp-not-inc,280169,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,3456,0,8,United-States,<=50K
+92883,27,Private,109997,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91305,39,Private,286789,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+4359,25,Private,102460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+11102,17,Private,287160,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+87541,39,Private,198097,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26518,52,Private,119111,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+36874,24,Private,174461,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+67511,26,Self-emp-not-inc,281678,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+48799,24,,377725,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90535,32,Private,151053,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+24068,49,Local-gov,186539,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+42428,20,,149478,Some-college,10,Never-married,,Other-relative,White,Female,0,0,25,United-States,<=50K
+87640,40,Private,198452,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+84527,52,Private,198863,Prof-school,15,Divorced,Exec-managerial,Not-in-family,White,Male,0,2559,60,United-States,>50K
+29871,33,Private,176711,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25056,19,Private,165310,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Male,0,0,20,United-States,<=50K
+25724,37,Private,213008,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Japan,<=50K
+9678,21,State-gov,38251,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+41013,33,Private,125761,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,36,United-States,<=50K
+36694,28,Private,148645,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22188,48,Private,273435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+11283,43,Private,208613,Bachelors,13,Separated,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13634,32,Private,192565,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+51588,28,Private,183885,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+16325,47,Self-emp-not-inc,243631,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+97618,37,Private,191754,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+97794,26,Private,261278,Some-college,10,Separated,Sales,Other-relative,Black,Male,0,0,30,United-States,<=50K
+78226,55,Private,127014,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+66174,40,Private,197919,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+61809,31,Private,217460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+58829,39,Private,86551,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+29974,54,Self-emp-inc,98051,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,54,United-States,>50K
+13096,38,Private,215917,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+16193,53,Self-emp-not-inc,192982,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,85,United-States,<=50K
+77103,27,Self-emp-not-inc,334132,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,78,United-States,<=50K
+66401,42,Private,136986,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24599,62,Private,116812,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21414,47,Private,189123,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1485,58,United-States,<=50K
+52662,26,Private,89648,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+68230,33,,190027,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+29032,59,Private,99248,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15946,42,Private,57600,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+95120,25,Private,199224,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+8504,58,Private,140363,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,36,United-States,<=50K
+85409,30,Private,308812,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+87336,21,Private,275421,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+30708,61,Private,213321,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+26608,33,Private,157747,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+48953,51,Private,182314,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+8529,70,Private,220589,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,12,United-States,<=50K
+71435,55,,208640,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+36322,29,Self-emp-not-inc,189346,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,2202,0,50,United-States,<=50K
+58961,46,Private,124071,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,44,United-States,<=50K
+3040,35,Federal-gov,20469,Some-college,10,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+41235,31,Private,154227,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+88106,37,Private,105044,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+16311,43,Private,35910,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,>50K
+15022,23,Private,189203,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2289,41,Private,116493,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,13550,0,44,United-States,>50K
+30730,42,Local-gov,19700,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+52370,26,Private,48718,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,2907,0,40,United-States,<=50K
+65603,45,Private,106113,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+91598,25,Private,256263,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+10421,33,,202498,7th-8th,4,Separated,,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+6895,38,Private,120074,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+85771,28,Private,122922,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+66431,68,Self-emp-not-inc,116903,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2149,40,United-States,<=50K
+14859,42,Local-gov,222596,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+25198,35,Private,107302,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,India,<=50K
+9516,36,Private,156400,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+12336,33,Private,53373,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+63229,22,Private,58916,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+17750,45,Local-gov,167159,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,>50K
+24208,24,Private,283806,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34265,57,Private,140426,1st-4th,2,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,35,,<=50K
+40349,36,Local-gov,61778,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+93135,41,Private,33310,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87003,26,Self-emp-not-inc,202560,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+94396,25,Self-emp-not-inc,60828,Some-college,10,Never-married,Farming-fishing,Own-child,White,Female,0,0,50,United-States,<=50K
+89194,53,State-gov,153486,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+87836,28,Local-gov,167536,Assoc-acdm,12,Widowed,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+7679,30,Local-gov,370990,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55167,38,Self-emp-not-inc,198867,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20539,37,Local-gov,174924,Some-college,10,Divorced,Protective-serv,Unmarried,White,Male,0,0,48,Germany,<=50K
+6568,30,Private,175856,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+37168,41,Private,169628,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,,<=50K
+36957,29,,125159,Some-college,10,Never-married,,Not-in-family,Black,Male,0,0,36,,<=50K
+17287,31,Private,220690,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,80,United-States,<=50K
+13670,36,Private,160035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3908,0,55,United-States,<=50K
+66357,59,Self-emp-not-inc,116878,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Greece,<=50K
+77842,33,Self-emp-not-inc,134737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+67087,29,Private,81648,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1887,55,United-States,>50K
+68070,49,State-gov,122177,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+15463,50,Federal-gov,69614,10th,6,Separated,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+56942,33,Private,112115,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+6156,28,Private,299422,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+88546,81,,162882,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+76968,24,Private,112854,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,16,United-States,<=50K
+91016,32,Self-emp-not-inc,33417,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+17193,47,Federal-gov,224559,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+35621,44,,468706,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+19928,24,Private,357028,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+23348,37,Local-gov,51158,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,7298,0,36,United-States,>50K
+90241,51,Private,186303,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+28314,52,Private,127749,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+66206,22,Private,291386,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85666,28,Private,138054,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+26782,47,Self-emp-not-inc,174533,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23329,43,Private,200835,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10356,25,Private,108658,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+77597,43,Private,180985,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+56423,25,Private,34803,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+83688,59,Private,75867,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+3001,29,Private,156819,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+60894,30,Private,61272,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Portugal,<=50K
+96518,24,Private,39827,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,0,0,40,Puerto-Rico,<=50K
+63844,38,Private,130007,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31017,37,Self-emp-not-inc,80324,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+28725,26,Private,322614,Preschool,1,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,1719,40,Mexico,<=50K
+17464,30,Private,140869,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+28301,73,Local-gov,181902,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,Poland,>50K
+74018,30,Private,287908,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+31683,33,Private,309630,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+97033,46,Private,28225,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,58,United-States,<=50K
+62306,40,,428584,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,3464,0,20,United-States,<=50K
+69925,18,Private,39222,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+4440,35,Private,359131,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7298,0,8,,>50K
+73522,22,Private,122272,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+34523,50,Self-emp-inc,198400,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,<=50K
+73655,62,,73091,7th-8th,4,Widowed,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+26364,39,Self-emp-inc,283338,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+60815,22,Private,208946,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+60878,33,Private,348416,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+19203,31,Private,379046,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+33600,29,Private,183887,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+69549,38,Self-emp-not-inc,127961,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+75255,24,Private,211129,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+43237,29,Local-gov,187649,HS-grad,9,Separated,Protective-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+83891,49,Federal-gov,94754,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+94216,33,Private,231826,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+36387,28,Private,142764,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+71335,22,Private,126822,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,60,United-States,<=50K
+81261,37,Private,188069,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+60898,30,Private,284395,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+52964,49,Private,31267,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82812,29,Private,161444,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Columbia,<=50K
+5267,25,Private,144483,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+64506,36,Private,133655,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+69063,36,State-gov,112074,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+63877,21,Private,249727,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,22,United-States,<=50K
+23849,18,Private,165754,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+66741,30,Local-gov,172822,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34440,44,Private,288433,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+58726,40,Private,33331,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+45197,43,Private,168071,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,<=50K
+16041,45,Private,207277,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+28762,29,Private,130620,Some-college,10,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Female,0,0,26,India,<=50K
+60837,40,Private,136244,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+42923,43,Private,972354,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,United-States,<=50K
+2197,20,Private,245297,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+19895,32,State-gov,71151,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,<=50K
+84597,19,Private,118352,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+5428,21,Private,117210,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+66041,23,Private,120068,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+51936,24,Private,48343,11th,7,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+50229,52,Private,84451,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+29912,51,,76437,Some-college,10,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+11165,19,Private,281704,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+36397,54,Private,123011,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+61743,50,Private,104729,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,48,United-States,<=50K
+58255,29,Private,110134,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63037,17,Private,186067,10th,6,Never-married,Tech-support,Own-child,White,Male,0,0,10,United-States,<=50K
+88977,47,Private,214702,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,37,Puerto-Rico,<=50K
+42036,46,Private,384795,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,32,United-States,<=50K
+40993,30,Private,175931,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,44,United-States,<=50K
+37770,58,Private,366324,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+85759,48,Private,118717,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+97267,23,Private,219835,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Mexico,<=50K
+51181,23,Private,176486,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,36,United-States,<=50K
+92254,45,Private,273435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47164,20,Private,182661,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,20,United-States,<=50K
+42021,26,Private,212304,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+20023,50,Local-gov,133963,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,>50K
+36537,49,Private,165152,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+83851,26,Private,274724,Some-college,10,Never-married,Other-service,Other-relative,White,Male,0,0,40,Nicaragua,<=50K
+52319,47,Private,196707,Prof-school,15,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7455,31,Private,213002,12th,8,Never-married,Sales,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+37298,19,,26620,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+98815,23,Private,361481,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+52148,35,Private,148581,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+72323,46,Private,459189,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,50,United-States,>50K
+31096,28,Self-emp-not-inc,214689,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32034,58,Private,289364,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+55119,21,Private,174907,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+17346,50,Self-emp-not-inc,348099,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+80449,30,,104965,9th,5,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+7353,31,Private,31600,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99430,31,Self-emp-not-inc,286282,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+41516,35,Self-emp-not-inc,181705,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+53793,33,Private,238912,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+34355,34,Private,134737,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+47557,67,,157403,Prof-school,15,Married-civ-spouse,,Husband,White,Male,6418,0,10,United-States,>50K
+53788,37,Private,197429,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,>50K
+64795,48,Private,47343,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93637,34,Federal-gov,67083,Bachelors,13,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,1471,0,40,Cambodia,<=50K
+50667,24,Private,249957,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+75148,55,Private,175942,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,40,France,<=50K
+49791,50,Private,192982,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,1848,40,United-States,>50K
+77953,40,Private,209547,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,60,United-States,>50K
+62434,33,Private,142675,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+38415,51,Federal-gov,190333,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28691,30,Private,196396,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82572,41,Private,166740,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+73824,47,Local-gov,174533,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+8353,27,Private,210867,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,,<=50K
+90280,37,Private,118486,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,4934,0,32,United-States,>50K
+97107,40,Private,144067,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46662,36,Private,106964,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+71920,37,Private,178136,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+82716,38,Private,196554,Prof-school,15,Separated,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,>50K
+81172,40,Self-emp-not-inc,403550,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+57187,35,Private,498216,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+8799,47,Self-emp-not-inc,192755,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,20,United-States,>50K
+67389,20,,53738,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+80337,33,Private,156192,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+30277,45,Private,189802,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14165,66,,213149,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,1825,40,United-States,>50K
+42933,35,Self-emp-not-inc,179171,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,38,Germany,<=50K
+99494,32,Private,77634,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+1701,23,Private,189830,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,50,United-States,<=50K
+91567,19,Private,127190,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+89868,44,,174147,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+76191,20,Private,138107,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,35,United-States,<=50K
+97023,44,Self-emp-inc,269733,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+58876,41,State-gov,227734,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,3464,0,40,United-States,<=50K
+78614,19,Private,318822,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+15255,48,Private,48885,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+9389,45,Private,205424,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+19596,40,Private,173858,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,42,Cambodia,<=50K
+90967,34,Private,202450,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+28015,20,Private,154779,Some-college,10,Never-married,Sales,Other-relative,Other,Female,0,0,40,United-States,<=50K
+49031,33,Private,180551,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+77387,30,Private,177522,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+99253,23,Private,277328,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,32,Cuba,<=50K
+25997,34,Private,112584,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+14408,48,State-gov,85384,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+56333,32,,123971,11th,7,Divorced,,Not-in-family,White,Female,0,0,49,United-States,<=50K
+78735,42,Private,69019,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+8672,22,Private,112847,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+64029,60,Self-emp-not-inc,52900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+58593,42,Private,37937,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+68373,45,Private,59380,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+78699,47,Private,114770,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+98496,29,Private,216481,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+28841,34,Private,176469,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+82110,34,Private,176831,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+23812,39,Federal-gov,410034,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+97233,29,Private,93662,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,24,United-States,<=50K
+24963,42,Self-emp-inc,144236,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+2156,48,Private,240917,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+56224,53,Private,608184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1902,40,United-States,>50K
+59575,51,Private,243361,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+36893,44,Self-emp-not-inc,35166,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,90,United-States,<=50K
+52916,46,Self-emp-inc,182655,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+65321,51,Private,142717,Doctorate,16,Divorced,Craft-repair,Not-in-family,White,Female,4787,0,60,United-States,>50K
+64297,32,Private,272944,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21239,22,,219233,HS-grad,9,Never-married,,Own-child,Black,Male,0,1602,30,United-States,<=50K
+16965,24,Private,228686,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+85759,33,Private,236818,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,26,United-States,<=50K
+94646,47,Self-emp-not-inc,117865,HS-grad,9,Married-AF-spouse,Craft-repair,Husband,White,Male,0,0,90,United-States,<=50K
+28456,64,Self-emp-not-inc,106538,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+35769,62,Private,153891,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+22656,52,Private,190909,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+62669,39,Private,191002,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,Poland,<=50K
+76376,42,Private,89073,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+2867,38,Federal-gov,238342,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,42,United-States,>50K
+9203,55,Private,259532,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+40646,29,,189282,HS-grad,9,Married-civ-spouse,,Not-in-family,White,Female,0,0,27,United-States,<=50K
+56924,42,Private,132481,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,24,United-States,<=50K
+41808,30,Private,205659,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,Thailand,>50K
+33723,32,Private,182323,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23968,36,,216256,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3464,0,30,United-States,<=50K
+29635,50,Federal-gov,166419,11th,7,Never-married,Sales,Not-in-family,Black,Female,3674,0,40,United-States,<=50K
+82002,27,Private,152246,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+43112,47,Private,155659,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+13280,33,Private,155198,9th,5,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,35,United-States,<=50K
+3194,48,Self-emp-not-inc,100931,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32136,23,Private,162945,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+46018,31,Federal-gov,334346,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+83232,26,Private,181597,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+70276,61,Self-emp-not-inc,133969,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,63,South,<=50K
+7799,50,Private,210217,Bachelors,13,Divorced,Sales,Unmarried,Black,Male,0,0,40,United-States,<=50K
+93287,49,Private,169711,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Germany,>50K
+83474,57,,300104,5th-6th,3,Married-civ-spouse,,Husband,White,Male,7298,0,84,United-States,>50K
+1411,19,Private,271521,HS-grad,9,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,24,United-States,<=50K
+8221,18,Private,51255,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+68860,44,Self-emp-not-inc,26669,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,99,United-States,<=50K
+26313,54,Private,194580,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+25231,35,State-gov,177974,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+5412,27,State-gov,315640,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,20,China,<=50K
+91708,50,Self-emp-inc,136913,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+82555,43,State-gov,230961,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97398,28,Private,167062,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+25456,47,Private,120131,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+89868,21,Private,243368,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+47091,30,Private,171876,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+75660,19,Private,136866,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+95319,40,Private,316820,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1485,40,United-States,<=50K
+66862,55,Private,185459,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+63162,67,,81761,HS-grad,9,Divorced,,Own-child,White,Male,0,0,20,United-States,<=50K
+4660,31,Private,43716,Assoc-voc,11,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,43,United-States,<=50K
+53003,30,Private,220939,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18256,54,,148657,Preschool,1,Married-civ-spouse,,Wife,White,Female,0,0,40,Mexico,<=50K
+85596,51,Federal-gov,40808,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,43,United-States,<=50K
+26962,34,Private,183473,HS-grad,9,Divorced,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+85121,59,Private,108496,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+13038,50,Private,204838,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+78645,29,Private,132686,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+25247,17,State-gov,117906,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+4145,24,Private,304386,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+41859,52,,248113,Preschool,1,Married-spouse-absent,,Other-relative,White,Male,0,0,40,Mexico,<=50K
+83262,39,Private,165215,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,18,United-States,>50K
+33678,18,,215463,12th,8,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+66000,32,Private,259719,Some-college,10,Divorced,Handlers-cleaners,Unmarried,Black,Male,0,0,40,Nicaragua,<=50K
+47565,25,,35829,Some-college,10,Divorced,,Unmarried,White,Female,0,0,50,United-States,<=50K
+71763,34,Private,248795,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,45,United-States,<=50K
+39815,44,Self-emp-not-inc,124692,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+63851,37,Local-gov,128054,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+59872,39,Private,179731,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,2415,65,United-States,>50K
+93700,32,Self-emp-inc,113543,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+49975,23,Private,252153,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+105,45,Federal-gov,45891,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,42,United-States,<=50K
+55408,30,Private,112263,11th,7,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+53392,20,Private,47791,12th,8,Divorced,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+65472,41,Private,202980,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,Peru,<=50K
+83566,21,Private,34918,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+7444,48,Private,91251,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,China,<=50K
+38966,31,Private,132996,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,45,United-States,>50K
+55869,34,Private,306215,Assoc-voc,11,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+27092,25,Private,203570,HS-grad,9,Separated,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+76732,41,Self-emp-not-inc,355918,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+69867,35,Self-emp-not-inc,198841,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+64986,42,Private,282964,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+83090,34,Self-emp-not-inc,312197,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,Mexico,>50K
+19597,44,Private,98779,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,60,United-States,<=50K
+2114,32,Private,200246,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24662,25,Private,182771,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+10593,23,Private,199908,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+35465,36,Private,172104,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Other,Male,0,0,40,India,>50K
+30462,53,Self-emp-not-inc,35295,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,60,United-States,>50K
+26500,27,Private,216858,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,52,United-States,<=50K
+56082,27,Private,332187,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,65,United-States,<=50K
+94766,57,Private,255109,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+24474,17,Private,111332,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+45830,59,Local-gov,238431,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+69628,34,Private,131552,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+76444,30,Private,110239,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+40827,31,State-gov,255830,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,45,United-States,<=50K
+5981,18,,175648,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+41039,23,Private,82998,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+57796,19,Private,164320,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+43189,20,Self-emp-not-inc,263498,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+35158,52,Self-emp-not-inc,162381,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70529,39,Local-gov,229651,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+81061,27,Private,357348,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+29658,19,Private,269657,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+81492,38,Local-gov,82880,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,15,United-States,<=50K
+52309,19,Private,389755,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+51533,34,Private,195136,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,40,United-States,>50K
+7239,41,Private,207685,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,,<=50K
+12489,23,Private,222925,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,2105,0,40,United-States,<=50K
+20401,24,,196388,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,12,United-States,<=50K
+17138,24,Private,50341,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88046,22,Private,214134,10th,6,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,84,United-States,<=50K
+83957,45,Private,114032,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+98279,45,Private,192053,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+82321,48,Private,240231,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+65562,42,Private,44402,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+36045,35,Self-emp-not-inc,191503,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+43787,32,Private,163530,HS-grad,9,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+88946,51,Local-gov,136823,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,32,United-States,<=50K
+11823,59,Private,121912,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+65939,31,Local-gov,58624,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+74829,27,Local-gov,74056,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+33344,29,Private,144259,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,4386,0,80,,>50K
+26212,57,Private,182028,Assoc-acdm,12,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+49560,40,Private,209040,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11298,31,Private,206046,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10391,23,Private,182494,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+97923,42,Private,185057,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,35,Scotland,<=50K
+63831,60,Private,147473,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89038,53,Local-gov,221722,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14344,0,50,United-States,>50K
+93393,20,,388811,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+70594,27,Private,221912,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+72921,31,Private,48189,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+76349,29,State-gov,382272,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39839,22,Private,48347,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+27937,42,Private,143046,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,38,United-States,>50K
+17932,63,Self-emp-inc,137940,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+77186,28,Private,249571,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+94543,79,Private,121318,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+22578,39,Private,224531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+41481,29,Private,185019,12th,8,Never-married,Other-service,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+1766,60,Private,27886,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39785,58,Private,94741,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,United-States,<=50K
+3264,20,Private,107801,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,2205,18,United-States,<=50K
+91079,44,Private,191256,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,>50K
+22762,47,Private,256866,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+51421,59,Private,197148,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,24,United-States,>50K
+2831,37,Private,312271,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,<=50K
+25998,21,Private,118657,HS-grad,9,Separated,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+69538,68,Private,224338,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95617,43,Private,242488,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,5013,0,40,United-States,<=50K
+90440,23,,234970,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+16983,23,Private,227915,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,33,United-States,<=50K
+97313,40,Local-gov,105717,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,1876,35,United-States,<=50K
+69502,45,Self-emp-not-inc,160962,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+93593,34,,353881,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,3103,0,60,United-States,>50K
+4876,22,Private,188950,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+47199,38,Private,201328,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+82529,24,Private,218678,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,49,United-States,<=50K
+87431,23,Private,184255,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+34865,39,Federal-gov,200968,Some-college,10,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,45,United-States,>50K
+89244,26,Private,102264,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75383,24,Private,300584,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+86375,22,Private,208946,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+14254,36,Private,105021,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+66939,20,Private,124751,Some-college,10,Never-married,Priv-house-serv,Own-child,White,Female,0,0,20,United-States,<=50K
+27168,18,Private,274057,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,8,United-States,<=50K
+23158,38,Private,132879,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+37232,43,Self-emp-inc,260960,Bachelors,13,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,35,United-States,<=50K
+65990,56,Private,208415,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,40,,<=50K
+26114,42,Private,356934,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+40392,35,Private,154410,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+29049,31,Private,35378,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+89065,73,Private,301210,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1735,20,United-States,<=50K
+93215,32,Private,73621,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+60536,37,Private,108140,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+44716,66,Private,217198,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,10,United-States,<=50K
+45580,22,Private,157332,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+77282,51,Private,202956,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+96810,31,Private,173495,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+64004,65,Private,149811,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,2206,59,Canada,<=50K
+57660,39,Private,444219,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,Black,Female,0,0,45,United-States,<=50K
+72702,48,Private,125120,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,37,United-States,<=50K
+71990,20,Private,190429,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58383,28,,190303,Assoc-acdm,12,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+41238,48,Private,248164,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4386,0,50,United-States,>50K
+1033,29,Federal-gov,208534,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,<=50K
+12827,36,Self-emp-not-inc,343721,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,,>50K
+928,35,Self-emp-inc,196373,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+73330,31,Private,433788,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+79743,48,State-gov,122086,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+61124,36,Private,137314,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+10079,40,Self-emp-not-inc,33068,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+81062,57,Private,210688,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+84283,26,Local-gov,117833,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,4865,0,35,United-States,<=50K
+6818,37,State-gov,103474,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+57100,65,Private,115880,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+48381,26,Self-emp-not-inc,233933,10th,6,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+71431,42,Private,52781,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+74348,47,Private,586657,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Japan,>50K
+83425,62,Private,113080,7th-8th,4,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+856,27,Private,251905,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+38684,76,Self-emp-not-inc,225964,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,8,United-States,<=50K
+4540,20,,194096,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+47325,29,Private,263831,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+5834,29,Private,133136,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+80042,32,Private,121634,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Mexico,<=50K
+71718,22,Self-emp-inc,40767,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63010,30,Federal-gov,355789,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+81834,43,Local-gov,311914,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59430,23,Private,91189,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+94105,44,Federal-gov,344060,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+66451,41,Private,113823,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58074,49,State-gov,185800,Masters,14,Divorced,Prof-specialty,Unmarried,Black,Female,7430,0,40,United-States,>50K
+64902,30,Private,76107,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,>50K
+76385,23,Private,117618,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+62119,39,Private,238008,HS-grad,9,Widowed,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+53781,32,Private,136480,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+37955,50,Private,285200,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,35,United-States,>50K
+88963,19,Private,351040,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+51153,35,Private,1226583,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+95104,23,Private,195767,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55940,25,Private,187540,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19377,40,Private,79372,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77220,30,Private,226665,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,42,United-States,>50K
+84890,52,Private,213209,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+80919,49,Private,211005,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,60,United-States,<=50K
+7400,24,Private,96178,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+79412,46,Private,328216,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+16048,39,Private,110713,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+50222,45,Self-emp-not-inc,225456,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+52199,62,Local-gov,159908,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1258,38,United-States,<=50K
+80923,43,Private,118308,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+53012,45,Private,180309,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+63796,62,Self-emp-not-inc,39630,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+33776,48,Private,273828,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+29490,56,Private,172071,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+37204,28,Private,218887,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Female,0,0,35,United-States,<=50K
+80315,23,Private,664670,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+97941,43,Private,209149,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+5962,26,Private,84619,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+33442,36,Private,447346,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+99378,55,Local-gov,37869,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+94300,48,State-gov,99086,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+10159,43,Private,143582,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,2129,72,,<=50K
+47395,38,Private,326886,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+92154,18,Private,181755,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+21123,56,Self-emp-not-inc,249368,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+981,39,Self-emp-not-inc,326400,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78758,46,Private,504725,5th-6th,3,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+48535,36,Private,88967,11th,7,Never-married,Transport-moving,Unmarried,Amer-Indian-Eskimo,Male,0,0,65,United-States,<=50K
+67214,42,Self-emp-not-inc,170721,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,40,United-States,<=50K
+29651,50,Private,148953,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+84934,17,Private,342752,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+65263,57,Private,220871,7th-8th,4,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+83786,73,Private,29675,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,12,United-States,<=50K
+62021,50,Federal-gov,183611,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68790,35,Private,115215,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+31251,27,Private,152231,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+19347,24,,41356,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22298,27,Private,225142,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+14371,23,Self-emp-not-inc,121313,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+86965,25,Private,134821,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+15159,51,Private,311350,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+6831,26,Private,102106,10th,6,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+6654,47,Private,427055,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,Mexico,<=50K
+77883,40,Private,117860,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+89975,58,Private,285885,9th,5,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+49316,25,Private,212800,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+46112,29,Private,194864,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,18,United-States,<=50K
+73818,36,Private,31438,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+32686,46,Private,148254,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+36985,69,Private,113035,1st-4th,2,Widowed,Priv-house-serv,Not-in-family,Black,Female,0,0,4,United-States,<=50K
+80655,69,Private,106595,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,1848,0,40,United-States,<=50K
+35349,28,Private,144521,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+40055,20,Private,172232,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,48,United-States,<=50K
+67406,54,State-gov,123592,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,3887,0,35,United-States,<=50K
+37624,25,Private,191921,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+4826,64,Local-gov,237379,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3471,0,40,United-States,<=50K
+7212,17,Private,208463,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+62879,53,Federal-gov,68985,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+17155,50,Private,22418,9th,5,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+46284,57,Private,163047,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,38,United-States,<=50K
+52967,51,Private,153870,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2603,40,United-States,<=50K
+99347,20,,124954,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+32130,47,Private,197702,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81821,25,Private,166415,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,52,United-States,<=50K
+8790,50,State-gov,116211,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+50328,20,Private,33644,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+63052,43,State-gov,33331,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,70,United-States,>50K
+96955,46,Private,73019,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34385,54,Private,169182,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,Puerto-Rico,<=50K
+93854,53,Private,20438,Some-college,10,Separated,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,15,United-States,<=50K
+79362,21,Private,109869,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+32137,58,Private,316849,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92230,30,Private,208043,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+31351,61,Private,153790,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+96187,56,State-gov,153451,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+68616,59,Private,96840,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+1926,72,Private,192732,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+91569,33,Private,209101,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21699,46,Private,146919,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+46734,46,Local-gov,192323,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,>50K
+32608,48,Private,217019,HS-grad,9,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,28,United-States,<=50K
+38446,33,Private,198211,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+82435,21,Private,222490,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+17829,27,Private,106758,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+88408,31,Private,561334,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28016,28,Private,203710,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21689,45,Local-gov,203322,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+52841,51,Private,123703,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,40,United-States,>50K
+5799,46,State-gov,312015,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+71568,25,Private,209428,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,El-Salvador,<=50K
+99413,61,Private,230292,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+63539,17,Private,114420,11th,7,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+85867,26,Private,120238,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+59369,35,Private,100375,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+7340,33,Self-emp-not-inc,42485,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+56835,37,Private,130620,12th,8,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,33,,<=50K
+66966,39,Local-gov,134367,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+87667,42,Private,147099,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+98781,35,Private,36214,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,47,United-States,>50K
+63798,45,Private,119904,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,50,United-States,>50K
+33391,47,Self-emp-inc,105779,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,>50K
+53915,64,Private,165020,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+74701,39,Private,187098,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,47,United-States,>50K
+8680,43,,142030,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+91977,34,Private,241360,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+98384,62,Private,121319,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+57867,53,Private,151580,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+49962,31,Private,162572,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+23532,26,Private,35917,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+38529,56,Self-emp-inc,35723,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+92183,43,Private,194773,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93536,33,Private,62155,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+98921,45,Self-emp-not-inc,192203,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+94640,46,Private,174370,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+84575,26,Private,161007,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,80,United-States,<=50K
+99447,24,Private,270517,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+42296,43,Private,163847,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+52858,40,Private,193882,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+63455,61,Private,160037,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+89155,34,Federal-gov,189944,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,72,United-States,<=50K
+46412,85,Private,115364,HS-grad,9,Widowed,Sales,Unmarried,White,Male,0,0,35,United-States,<=50K
+55046,41,Private,163174,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93471,31,State-gov,188900,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,3325,0,35,United-States,<=50K
+86282,22,Private,214399,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+81827,60,Private,156616,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+23116,29,Private,204862,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+74833,34,,55921,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+18107,35,State-gov,172475,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,2977,0,45,United-States,<=50K
+26635,24,Private,153082,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+37923,45,Local-gov,195418,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+85803,21,Local-gov,276840,12th,8,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+79463,30,Private,97933,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Wife,White,Female,0,1485,37,United-States,>50K
+82204,50,Self-emp-inc,119099,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,>50K
+90100,41,Self-emp-not-inc,83411,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+23574,21,Private,198992,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+82155,45,Private,337825,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+77700,34,Private,192002,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+40071,28,Private,189346,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+54331,19,Private,231962,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+70089,26,Private,164488,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,13550,0,50,United-States,>50K
+25942,48,Private,200471,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+38602,69,Private,228921,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Male,0,2282,40,United-States,>50K
+39591,41,Private,184846,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+92819,43,Private,233851,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31517,28,Private,499001,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,Mexico,<=50K
+21644,65,Local-gov,125768,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,28,United-States,<=50K
+63885,31,Private,255004,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1741,38,United-States,<=50K
+18992,28,Private,157624,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96107,51,Private,146767,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+58342,45,Private,118291,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,80,United-States,<=50K
+87713,43,Private,313181,HS-grad,9,Divorced,Adm-clerical,Other-relative,Black,Male,0,0,38,United-States,<=50K
+74286,31,Private,87891,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+59118,31,Private,226443,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+27683,45,Private,81132,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+2695,20,Private,216436,Bachelors,13,Never-married,Sales,Other-relative,Black,Female,0,0,30,United-States,<=50K
+36040,25,Private,213412,Bachelors,13,Never-married,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+78076,36,Private,179358,HS-grad,9,Widowed,Handlers-cleaners,Unmarried,White,Female,0,0,30,United-States,<=50K
+74629,31,Private,369825,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,4101,0,50,United-States,<=50K
+44508,56,Private,199763,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+22665,26,Private,239390,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,18,United-States,<=50K
+16686,47,Self-emp-not-inc,173613,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,65,United-States,<=50K
+84705,40,Self-emp-inc,37869,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+56166,32,Private,302845,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,48,United-States,<=50K
+21803,34,State-gov,85218,Masters,14,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,24,United-States,<=50K
+49978,37,Private,48268,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+24311,38,Private,173968,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+66293,19,Private,70982,Assoc-voc,11,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,16,United-States,<=50K
+34138,49,Private,166857,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44716,18,,256191,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+51994,26,Private,162872,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13802,82,Private,152148,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,2,United-States,<=50K
+82890,40,Private,139193,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48356,28,Private,791084,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+86414,23,Private,137214,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,37,United-States,<=50K
+13494,19,Private,183258,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+61890,67,Private,154035,HS-grad,9,Widowed,Handlers-cleaners,Other-relative,Black,Male,0,0,32,United-States,<=50K
+57893,43,Private,115323,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,40,United-States,>50K
+31997,41,Private,213055,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,50,United-States,<=50K
+3714,37,Private,155064,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+72639,20,Private,33551,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+67902,40,Private,169995,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+2832,47,Private,168262,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,99999,0,50,United-States,>50K
+63932,40,Private,104196,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+60083,39,State-gov,114055,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78579,24,Private,274398,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+6655,78,,27979,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2228,0,32,United-States,<=50K
+63029,67,,244122,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+12829,49,Private,196571,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+10175,66,Private,101607,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+90445,52,Private,122109,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,0,323,40,United-States,<=50K
+50156,59,Self-emp-inc,255822,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+87314,72,Private,195184,HS-grad,9,Widowed,Priv-house-serv,Unmarried,White,Female,0,0,12,Cuba,<=50K
+75556,35,Federal-gov,245372,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97020,30,Private,169583,Bachelors,13,Married-AF-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+60023,36,Private,224531,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49118,26,Private,186151,HS-grad,9,Separated,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+59104,23,Private,118693,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+97937,39,Private,297449,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+6148,40,Self-emp-not-inc,125206,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+81458,29,Private,393264,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42034,38,Private,108140,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+56846,63,Private,264968,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+782,58,Self-emp-not-inc,318106,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+62390,30,Private,156025,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+79348,38,State-gov,149455,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52032,25,Private,359985,5th-6th,3,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,33,Mexico,<=50K
+81494,44,State-gov,165108,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+5408,43,Private,115178,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+86769,21,Private,149224,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+42859,41,Local-gov,352056,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70007,38,Private,174717,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+73869,75,,173064,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+85809,29,Private,147755,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+65185,52,Self-emp-not-inc,135716,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+14808,47,Private,44216,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+48903,28,Private,37359,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+78817,24,Private,178255,Some-college,10,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,40,,<=50K
+70713,30,State-gov,70617,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,10,China,<=50K
+58803,30,Private,154950,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+17594,40,Private,356934,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+96364,27,Private,271714,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+23342,26,Private,247025,HS-grad,9,Never-married,Protective-serv,Unmarried,White,Male,0,0,44,United-States,<=50K
+45586,32,Private,107417,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+73972,36,State-gov,116554,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13545,26,Private,917220,12th,8,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+14244,25,Private,430084,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+38273,39,Private,202937,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,Poland,<=50K
+5355,27,Private,62737,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+12,24,Private,508548,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+35125,38,Self-emp-inc,275223,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+62594,35,Self-emp-not-inc,381931,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+87200,29,Private,246974,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82955,49,Private,105431,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+17857,36,Private,146311,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+93877,47,Self-emp-not-inc,159869,Doctorate,16,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+57423,21,Private,204641,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+3474,35,Private,66297,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+54371,38,Private,227615,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+10733,66,,107744,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+81524,45,Private,360393,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+19711,19,Private,263340,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+65447,18,Private,141918,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,22,United-States,<=50K
+69516,37,Private,294292,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+3070,49,Private,128736,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+41065,33,Local-gov,511289,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+69139,27,Private,302406,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+52355,34,Local-gov,101517,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+522,54,State-gov,161334,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+93345,24,Self-emp-inc,189148,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+77778,44,Self-emp-not-inc,103111,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+5048,48,Self-emp-not-inc,51620,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+64845,23,Private,31606,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+86572,29,Private,34292,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,38,United-States,<=50K
+1738,21,Private,107882,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,9,United-States,<=50K
+6491,18,Private,39529,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+14429,18,Private,135315,9th,5,Never-married,Sales,Own-child,Other,Female,0,0,32,United-States,<=50K
+72791,29,Private,107812,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43517,29,Private,229729,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1783,41,Private,111891,HS-grad,9,Separated,Machine-op-inspct,Other-relative,Black,Female,0,0,40,United-States,<=50K
+35673,32,Private,340917,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17513,61,Private,202952,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+91787,79,Private,333230,HS-grad,9,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,6,United-States,<=50K
+8686,34,Private,114955,Assoc-acdm,12,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45325,46,Private,159869,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+77202,50,Self-emp-not-inc,57758,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+31999,29,Private,207064,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+62308,23,Private,193090,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,3674,0,40,United-States,<=50K
+52334,64,Private,151364,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82336,70,Local-gov,88638,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,7896,0,50,United-States,>50K
+43021,28,Local-gov,304960,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,1980,40,United-States,<=50K
+27091,51,Private,102828,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Greece,<=50K
+71621,20,,210029,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+37441,34,State-gov,154246,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,4865,0,55,United-States,<=50K
+85898,29,Private,142519,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+3989,49,Private,104455,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+75393,77,Self-emp-inc,192230,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+19965,32,Private,292592,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+80902,27,Private,330132,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+75496,22,Private,51111,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39662,35,Local-gov,258037,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,>50K
+83507,42,Local-gov,188291,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1902,40,United-States,>50K
+21501,35,State-gov,349066,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+25927,62,,191188,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+71900,33,Private,133503,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,2635,0,16,United-States,<=50K
+32678,45,Private,146497,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+10177,19,Private,240468,Some-college,10,Married-spouse-absent,Sales,Own-child,White,Female,0,1602,40,United-States,<=50K
+72737,38,Private,175120,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3257,26,Private,416577,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,45,United-States,<=50K
+69705,29,Private,253814,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+59239,33,Private,159247,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+15621,35,Self-emp-not-inc,102471,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,80,Puerto-Rico,<=50K
+71501,42,Private,213464,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70518,20,Private,211968,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+19276,43,Federal-gov,32016,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+26475,69,Private,512992,11th,7,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,45,United-States,<=50K
+47792,39,Private,135020,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+26597,37,Private,109133,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Portugal,<=50K
+9600,28,Private,142712,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82040,26,Federal-gov,76900,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94334,32,Private,112176,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+85293,43,Federal-gov,262233,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+41037,49,Private,122066,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,Hungary,<=50K
+6616,28,Private,194690,7th-8th,4,Separated,Other-service,Own-child,White,Male,0,0,60,Mexico,<=50K
+97421,35,Private,306678,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2885,0,40,United-States,<=50K
+85546,19,,217769,Some-college,10,Never-married,,Own-child,White,Female,594,0,10,United-States,<=50K
+68831,35,Local-gov,308945,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+95410,57,Private,46699,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+50294,45,Private,377757,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+20632,23,Private,220993,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1590,48,United-States,<=50K
+53607,45,Private,102147,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+94956,42,Private,113770,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+62408,35,Private,139012,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+97403,45,Private,148900,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+49457,28,Federal-gov,329426,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63167,64,Self-emp-inc,181408,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+34852,44,Local-gov,101950,Prof-school,15,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+83201,59,Self-emp-not-inc,32537,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+9542,41,Private,209547,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6380,21,Private,202373,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+23823,29,Self-emp-not-inc,151476,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+58330,51,Self-emp-not-inc,174824,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,8614,0,40,United-States,>50K
+40203,22,Private,138768,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+67125,49,Private,143482,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+27511,53,Private,200190,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+23551,38,Private,168407,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,5721,0,44,United-States,<=50K
+81426,23,Private,148315,Some-college,10,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+31904,20,Private,270517,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+77376,40,Private,53506,Bachelors,13,Divorced,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+12794,25,Private,105693,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31073,27,Private,189589,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13102,20,Private,164574,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+49668,37,Private,185744,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,<=50K
+1461,40,Local-gov,33155,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+51319,28,Private,215955,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,40,United-States,>50K
+65273,38,Self-emp-not-inc,233571,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+89352,42,Private,211253,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+73969,32,Federal-gov,191385,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+8312,20,Private,137895,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+90848,62,State-gov,159699,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+14759,31,Private,295922,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62021,31,Self-emp-not-inc,175856,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+1734,24,Private,216129,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+50793,62,Local-gov,407669,7th-8th,4,Widowed,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+7587,43,Local-gov,214242,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+59467,21,Private,285457,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+13239,30,Self-emp-inc,124420,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+52729,22,,246386,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+64783,18,Private,142751,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10126,59,Local-gov,283635,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50348,24,Self-emp-not-inc,322931,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,40,United-States,>50K
+69678,49,Private,76482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79814,19,State-gov,431745,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+87328,48,Private,141944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,40,United-States,>50K
+52246,32,Private,193042,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+98900,33,Private,67006,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,45,United-States,<=50K
+22239,23,Private,240398,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,15,United-States,<=50K
+16457,33,Federal-gov,182714,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,65,United-States,>50K
+89213,50,Federal-gov,172046,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+99976,30,Private,185177,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,<=50K
+20060,32,Private,102858,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2002,42,United-States,<=50K
+27416,39,Private,84954,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,2829,0,65,United-States,<=50K
+18621,21,Private,115895,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+36705,23,Private,184589,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,21,United-States,<=50K
+87146,32,Private,282611,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63644,57,Private,218649,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+8794,22,State-gov,157541,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,10,United-States,<=50K
+77536,70,Private,145419,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,5,United-States,<=50K
+70472,34,Private,122616,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,84,United-States,>50K
+65976,53,Private,204584,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7393,21,Private,117210,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+83253,37,Private,69481,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17114,60,Self-emp-not-inc,148492,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,50,United-States,>50K
+24366,23,Private,106957,11th,7,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,14344,0,40,Vietnam,>50K
+25630,32,Private,29312,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,>50K
+83315,57,Private,120302,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+88054,65,,111916,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+84816,25,Private,182227,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+43112,30,Private,219110,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+16580,31,Private,200192,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,Germany,<=50K
+7413,19,Private,427862,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+19751,23,State-gov,33551,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,<=50K
+21857,44,Private,164043,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+27585,43,,116632,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,>50K
+54863,42,Private,175133,Some-college,10,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+31277,34,Self-emp-not-inc,289731,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+21236,32,Private,256362,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+52781,25,Private,282612,Assoc-voc,11,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+34366,21,Private,73679,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+1476,31,Private,237824,HS-grad,9,Married-spouse-absent,Priv-house-serv,Other-relative,Black,Female,0,0,60,Jamaica,<=50K
+93269,36,Local-gov,357720,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82643,49,Self-emp-not-inc,155489,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,Poland,<=50K
+26930,44,Private,138077,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+13515,42,Private,183479,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+27845,30,Private,103596,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,99,United-States,<=50K
+2514,33,Private,172304,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13061,36,Self-emp-not-inc,313853,Bachelors,13,Divorced,Other-service,Unmarried,Black,Male,0,0,45,United-States,>50K
+27259,17,Private,294485,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+72728,20,Private,637080,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+42844,32,Private,385959,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+77628,33,Self-emp-not-inc,116539,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75986,37,Private,129263,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,60,United-States,<=50K
+86756,60,Private,141253,10th,6,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,48,United-States,<=50K
+1306,35,State-gov,35626,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,15,United-States,<=50K
+20870,43,Federal-gov,94937,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+73551,46,Private,220269,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+97169,29,Self-emp-not-inc,169544,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,40,United-States,>50K
+11233,36,Private,214604,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,>50K
+10801,27,Private,81540,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+67615,50,Private,24013,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,84,United-States,>50K
+5372,22,Private,124940,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,0,0,44,United-States,<=50K
+71577,33,State-gov,313729,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+22825,61,Private,192237,10th,6,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+27034,28,,168524,Assoc-voc,11,Married-civ-spouse,,Own-child,White,Female,0,0,40,United-States,<=50K
+1920,41,Self-emp-not-inc,113324,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+29045,22,Private,215477,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+6812,27,Private,199903,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97634,25,Private,431861,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+65323,32,Private,105938,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,1602,20,United-States,<=50K
+54893,28,Private,274679,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+41984,25,Private,177499,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,1590,35,United-States,<=50K
+3681,28,Private,206125,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13904,37,Local-gov,221740,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+77583,58,Private,202652,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,<=50K
+86921,39,Private,348960,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+93176,33,Private,171876,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+19715,59,Private,157932,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49817,58,Private,201344,Bachelors,13,Divorced,Craft-repair,Own-child,White,Female,0,0,20,United-States,<=50K
+86106,38,Private,354739,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,36,Philippines,>50K
+58629,34,Private,40067,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35158,31,Private,326862,Some-college,10,Divorced,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+64801,48,Local-gov,189762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92732,65,,149049,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+95077,45,Private,226246,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+10141,80,,29020,Prof-school,15,Married-civ-spouse,,Husband,White,Male,10605,0,10,United-States,>50K
+96644,23,Private,38251,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+9192,33,Private,196385,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,>50K
+98068,38,Self-emp-not-inc,217054,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39153,44,Self-emp-not-inc,104973,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+1584,48,Local-gov,238959,Masters,14,Divorced,Exec-managerial,Unmarried,Black,Female,9562,0,40,United-States,>50K
+46924,40,State-gov,34218,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54376,19,Local-gov,292962,HS-grad,9,Never-married,Craft-repair,Other-relative,Black,Female,0,0,40,United-States,<=50K
+13596,45,Private,235924,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+83423,34,Private,98656,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16433,70,Private,102610,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,80,United-States,<=50K
+8440,32,Local-gov,296466,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+33426,33,Private,323069,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+20093,24,Private,184756,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98111,30,Local-gov,233993,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+18986,22,Private,130724,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+55780,52,Self-emp-inc,181855,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Other,Male,99999,0,65,United-States,>50K
+27763,67,Self-emp-not-inc,127543,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,2414,0,80,United-States,<=50K
+53612,40,Private,187164,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,45,United-States,<=50K
+49304,55,Private,113912,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,<=50K
+34908,29,Private,216479,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+28440,62,Private,135480,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,16,United-States,<=50K
+3921,22,Private,204160,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+83441,64,State-gov,114650,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8788,29,Self-emp-not-inc,240172,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,<=50K
+99683,28,Private,184831,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+74694,25,Private,124590,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+3327,47,State-gov,120429,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+41355,26,Private,202033,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+52029,18,Private,156874,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,27,United-States,<=50K
+68569,52,Self-emp-inc,177727,10th,6,Married-civ-spouse,Sales,Husband,White,Male,4064,0,45,United-States,<=50K
+54215,48,Local-gov,334409,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+97602,36,Private,311255,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,Haiti,<=50K
+70016,23,Private,214227,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+19767,41,Private,115849,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13598,56,State-gov,671292,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,>50K
+74842,53,Private,31460,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80578,26,Private,141824,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37347,22,Private,310152,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+89409,25,Private,179953,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,2597,0,31,United-States,<=50K
+96928,31,Private,137952,Some-college,10,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+72249,36,Private,103323,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2829,0,40,United-States,<=50K
+12198,46,Private,174426,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44453,46,State-gov,192779,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Male,0,2258,38,United-States,>50K
+56231,32,Private,169955,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,36,Puerto-Rico,<=50K
+22929,43,Self-emp-not-inc,48087,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+57272,30,Private,132601,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+21038,41,Self-emp-inc,253060,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,45,United-States,>50K
+83813,50,Private,108435,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,60,United-States,>50K
+94446,37,State-gov,210452,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+69917,22,Local-gov,134181,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+25882,51,Federal-gov,45487,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,<=50K
+57317,47,Private,183522,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+44668,40,Private,199303,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+25078,46,Private,83064,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+75492,23,,134997,Some-college,10,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+51094,30,Private,44419,Some-college,10,Never-married,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+61284,27,Self-emp-not-inc,442612,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+38665,31,Local-gov,158092,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+35091,31,Private,374833,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+16641,30,Private,112650,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+94585,50,Local-gov,183390,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+54803,27,Private,207418,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+13227,22,,335453,Some-college,10,Never-married,,Own-child,White,Female,0,0,16,United-States,<=50K
+83093,29,Private,243660,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+96429,28,Private,54243,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+32191,54,Private,50385,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,45,United-States,>50K
+44700,47,State-gov,187581,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+21887,34,Private,37380,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+49788,26,Private,247025,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87207,53,,29231,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+2810,23,State-gov,101094,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,60,United-States,<=50K
+31812,42,Local-gov,176716,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42618,36,Self-emp-not-inc,118429,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+35764,52,Federal-gov,221532,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+54663,22,,120572,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+62545,27,Local-gov,124680,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51272,42,Private,153160,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+79195,39,Private,114678,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,5455,0,40,United-States,<=50K
+68605,49,State-gov,142856,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+95676,36,Private,29702,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+67988,20,Private,277700,Preschool,1,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,<=50K
+54450,55,Self-emp-inc,67433,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+52255,47,Private,121124,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+81679,33,Private,394447,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,33,United-States,>50K
+87125,36,Private,79649,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+26815,39,Private,203763,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Female,0,0,80,United-States,<=50K
+53267,55,Private,229029,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,48,United-States,>50K
+61485,21,,494638,Assoc-acdm,12,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+82386,48,Private,162816,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+99498,30,Private,109117,Assoc-voc,11,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+68943,24,Private,32732,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+45781,57,Self-emp-not-inc,217692,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Female,0,0,38,United-States,<=50K
+30462,20,Private,34590,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+1379,18,,276864,Some-college,10,Never-married,,Own-child,White,Female,0,1602,20,United-States,<=50K
+86779,56,Private,168625,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+66055,36,Private,91037,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+96393,44,Private,171484,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+34710,57,Private,200453,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,40,United-States,>50K
+31487,57,Private,36990,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,52,United-States,<=50K
+5008,33,Private,198211,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+78510,61,,30475,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+60741,39,Private,70995,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,99,United-States,>50K
+749,28,Private,245790,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+62666,31,Private,273324,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1721,16,United-States,<=50K
+57184,60,Private,182687,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41118,36,Local-gov,247807,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+96588,58,Private,163113,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,>50K
+48482,50,Private,180522,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,38,United-States,<=50K
+88589,23,Local-gov,203353,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,12,United-States,<=50K
+22179,30,Private,87469,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47934,20,,216563,11th,7,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+33917,90,Private,87372,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,72,United-States,>50K
+31859,49,Local-gov,173584,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+50993,47,Local-gov,80282,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3137,0,40,United-States,<=50K
+91478,34,Private,319854,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Taiwan,>50K
+13995,37,Federal-gov,408229,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+93031,25,Private,431307,10th,6,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,50,United-States,<=50K
+89902,37,Private,134088,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84974,47,Private,246396,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+15322,34,Private,159255,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+2239,34,Private,106014,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89026,35,Private,186934,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+52184,39,Private,120130,Some-college,10,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+98305,32,State-gov,203849,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,19,United-States,<=50K
+85530,24,Private,207940,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+28741,28,Private,302406,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+53823,41,Self-emp-not-inc,144594,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2179,40,United-States,<=50K
+5276,69,,171050,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,9,United-States,<=50K
+92534,32,Private,459007,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,90,United-States,<=50K
+71664,58,Private,372181,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,>50K
+43773,47,Self-emp-not-inc,172034,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,75,United-States,>50K
+63036,41,Private,156566,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,United-States,>50K
+32476,35,Self-emp-inc,338320,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+58826,24,Private,353696,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,Canada,<=50K
+47015,46,Self-emp-not-inc,342907,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+10108,69,Self-emp-inc,169717,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,6418,0,45,United-States,>50K
+34305,22,Private,103762,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+3286,36,State-gov,47570,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14237,31,Private,119432,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+97564,23,Local-gov,144165,Bachelors,13,Never-married,Prof-specialty,Own-child,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+39750,35,Private,180647,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+1557,37,Local-gov,312232,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,5178,0,40,United-States,>50K
+30360,35,State-gov,150488,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72650,18,Private,200876,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,16,United-States,<=50K
+59028,43,Private,188199,9th,5,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+47720,53,State-gov,118793,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+58082,54,Local-gov,204325,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,<=50K
+17005,29,Private,256671,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+13914,46,Private,231515,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,47,Cuba,<=50K
+50926,24,Private,100669,Some-college,10,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+33815,30,Private,88913,Some-college,10,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+66150,23,Private,363219,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,6,United-States,<=50K
+56772,27,,291547,Bachelors,13,Married-civ-spouse,,Not-in-family,Other,Female,0,0,6,Mexico,<=50K
+50490,36,Private,308945,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+81257,38,Self-emp-not-inc,100316,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+52177,33,Private,296453,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,15,United-States,<=50K
+21540,66,Private,298834,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Canada,<=50K
+68291,45,Self-emp-not-inc,188694,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+80447,68,,29240,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+35874,37,Private,186934,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+28121,17,Private,154908,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+29546,31,Private,22201,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+18545,46,Private,216999,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+63172,40,Private,186916,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+13144,34,Private,116677,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+43501,56,Private,95763,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+35402,42,Private,266710,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,41,United-States,<=50K
+61308,46,Private,117849,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+29790,30,Private,242460,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8542,33,Self-emp-not-inc,202729,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+70015,47,Private,181652,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+86048,57,Self-emp-not-inc,174760,Assoc-acdm,12,Married-spouse-absent,Farming-fishing,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+76528,34,Private,56121,11th,7,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+80592,40,Private,390369,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+82065,33,Private,149726,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+3931,22,Private,51262,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+70079,29,Private,190350,12th,8,Never-married,Other-service,Unmarried,Black,Female,0,0,35,,<=50K
+28336,53,Federal-gov,205288,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,35,United-States,>50K
+3723,36,Private,154835,HS-grad,9,Separated,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+35414,45,Private,89028,HS-grad,9,Divorced,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,10520,0,40,United-States,>50K
+31667,36,Private,194630,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+78741,18,Self-emp-not-inc,212207,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,11,United-States,<=50K
+27549,27,Private,204788,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10557,30,Private,158688,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+97435,34,Private,97723,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+34051,36,Private,193026,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+46733,36,Self-emp-not-inc,257250,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,75,United-States,<=50K
+53816,48,Private,355978,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+84381,41,Self-emp-not-inc,200574,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+72624,21,Private,376929,5th-6th,3,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+45372,47,State-gov,123219,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+50051,41,Private,82778,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+61883,61,Self-emp-not-inc,115882,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+75778,64,Private,103021,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5572,35,Private,297767,Some-college,10,Separated,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+47904,44,Private,259479,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+59090,20,Private,167787,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+9442,23,Local-gov,40021,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,70,United-States,<=50K
+52961,52,Private,245275,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+15836,43,Private,37402,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+12563,32,Private,103608,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+96330,63,Private,137192,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+52344,29,Private,137618,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,41,United-States,>50K
+71468,42,Self-emp-inc,96509,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,Taiwan,<=50K
+23411,65,Private,196174,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,28,United-States,<=50K
+91743,24,Private,172612,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+51034,42,Private,141186,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+17825,35,Private,228190,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+75443,40,Self-emp-inc,190290,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,>50K
+34374,38,Federal-gov,307404,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+61593,26,Private,152436,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+41531,46,Self-emp-not-inc,182541,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,50,United-States,<=50K
+23352,39,Private,282153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+11688,29,,41281,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+73175,42,Private,162003,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,36,United-States,>50K
+93718,36,Private,190759,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+34953,26,Private,208122,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27162,57,Private,173832,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+87661,55,Private,129173,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78675,35,Private,287548,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+88007,41,Private,216116,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+84573,24,Private,146706,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+86141,47,Private,285200,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29763,34,Self-emp-inc,314375,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+52833,44,Private,203943,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,35,United-States,>50K
+30057,18,,274746,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,20,United-States,<=50K
+9694,27,Private,517000,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,35,United-States,<=50K
+89978,36,Private,66173,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+6292,21,Private,182823,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+18382,29,Private,159479,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,55,United-States,<=50K
+13825,25,Private,135568,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+33039,73,Private,333676,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+50776,45,Private,201699,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+93669,28,Private,96020,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+45189,43,Private,176138,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+12812,47,Private,47496,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+46895,20,Private,187158,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+43177,22,Private,249727,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+20796,76,Self-emp-not-inc,237624,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+98058,24,Private,175254,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+86047,54,Self-emp-not-inc,42924,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+19773,30,Private,205950,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+39499,33,Private,111985,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,58,United-States,<=50K
+62740,30,Private,167476,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+93362,40,Private,221172,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+88410,27,,188711,Some-college,10,Divorced,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+67015,49,Private,199448,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+99598,30,Private,313038,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4908,22,Private,148431,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+64412,19,Private,112432,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,58,United-States,<=50K
+82731,46,Private,57914,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+34978,51,Private,145166,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+94698,56,Private,247119,7th-8th,4,Widowed,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Dominican-Republic,<=50K
+40929,53,Private,196278,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58513,60,,366531,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93125,27,Private,216481,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89848,46,Private,188027,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+89041,37,Private,66686,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+44169,41,Private,74775,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,Vietnam,<=50K
+95532,65,,325537,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+24302,30,Self-emp-not-inc,250499,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,55,United-States,>50K
+80395,57,Self-emp-not-inc,192869,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+94255,44,Self-emp-inc,121352,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+36457,32,Self-emp-not-inc,70985,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,4064,0,40,United-States,<=50K
+68944,27,Self-emp-not-inc,123116,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+99411,57,Local-gov,339163,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+36502,59,Self-emp-not-inc,124771,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+33027,32,Private,167531,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,15024,0,50,United-States,>50K
+10113,90,,77053,HS-grad,9,Widowed,,Not-in-family,White,Female,0,4356,40,United-States,<=50K
+82227,22,Private,199266,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+11716,39,Private,190728,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50387,43,Private,99212,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,48,United-States,>50K
+28116,38,Local-gov,421446,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+7957,61,Private,215944,9th,5,Divorced,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+28443,24,Private,72310,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,43,United-States,<=50K
+57824,25,Private,57512,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+90861,44,Private,89413,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83171,55,Local-gov,28151,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+86696,90,Private,46786,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,9386,0,15,United-States,>50K
+61722,30,Private,226943,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+7332,44,Private,182402,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+90580,36,Private,305352,10th,6,Divorced,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+57264,63,Self-emp-inc,189253,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+43709,60,Private,296485,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+51984,34,Self-emp-not-inc,204375,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+8083,49,Self-emp-not-inc,249585,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+34503,47,Private,148995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+64618,42,Self-emp-inc,168071,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,>50K
+94479,53,Private,194995,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Italy,<=50K
+18771,23,Private,211049,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+99861,28,,196630,Assoc-voc,11,Separated,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+51038,20,Private,50397,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,35,United-States,<=50K
+55661,43,Private,177905,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3908,0,40,United-States,<=50K
+59002,32,Private,204374,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+4986,43,Private,60001,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,44,United-States,>50K
+48515,31,Private,223046,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+32607,29,,44921,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+24472,24,Private,154571,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+94791,39,Private,67136,Assoc-voc,11,Separated,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+53263,29,Private,188675,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Jamaica,>50K
+76024,20,Private,390817,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+963,23,,145964,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27096,42,Private,30424,11th,7,Separated,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+7191,53,Private,548361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66287,20,Private,189148,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+13224,58,Self-emp-not-inc,266707,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2179,18,United-States,<=50K
+87963,51,Self-emp-not-inc,311569,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97920,25,Private,187653,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+39383,38,Private,235379,Assoc-acdm,12,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+88622,41,Private,188615,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+71229,58,Private,322691,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+7859,25,Private,184698,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Dominican-Republic,<=50K
+94737,50,Private,144361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45489,32,Private,130057,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+40453,31,Self-emp-inc,117963,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+49971,22,Private,123876,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+72345,37,Private,248445,HS-grad,9,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+23972,32,Private,207172,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+14260,46,State-gov,119904,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,55,United-States,>50K
+49850,62,Private,134768,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+39072,40,Local-gov,269168,HS-grad,9,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,,<=50K
+22948,56,Private,132026,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,7688,0,45,United-States,>50K
+98240,37,Private,60722,Some-college,10,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,>50K
+74647,41,Private,648223,1st-4th,2,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,0,0,40,Mexico,<=50K
+89370,56,Private,298695,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+77552,20,Private,219835,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+34433,34,Self-emp-not-inc,313729,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+7075,45,Private,140644,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+53654,30,Private,203488,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+26923,51,Self-emp-not-inc,132341,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+84374,27,Private,161683,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,<=50K
+70502,38,Private,312771,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+25517,39,Private,258102,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+8374,57,,24127,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+37781,47,Private,254367,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+18773,77,,185426,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+27077,43,Private,152629,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49159,46,Local-gov,141058,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+45739,41,Private,233130,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+26025,20,Private,406641,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+34528,30,State-gov,119422,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+99235,30,Private,255486,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,25,United-States,<=50K
+62110,22,Private,161532,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+42496,25,Private,75759,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+98014,18,Private,163332,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,22,United-States,<=50K
+6950,28,Private,103802,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,1408,40,,<=50K
+59929,50,Private,34832,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+81025,28,Private,37933,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,48,United-States,<=50K
+65630,21,Private,165107,Some-college,10,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+80031,37,Private,126011,Assoc-voc,11,Divorced,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+25294,28,Federal-gov,56651,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+67748,23,Private,522881,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,Mexico,<=50K
+49417,32,Private,191777,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,35,England,<=50K
+87691,27,Private,132686,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+13236,55,Private,201112,HS-grad,9,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+48810,44,Private,174283,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55450,25,Private,208591,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+36400,29,Private,126399,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+46997,50,Private,142073,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+33866,18,Private,395567,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+96798,74,Private,180455,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,8,United-States,<=50K
+60828,22,Private,235853,9th,5,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44222,27,Private,160731,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+93980,27,State-gov,31935,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,80,United-States,<=50K
+50419,41,Private,35166,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+47836,24,Private,161092,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+51154,23,Private,223019,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+29567,34,Self-emp-not-inc,179673,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,United-States,>50K
+73463,46,State-gov,248895,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+39493,32,Private,200323,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+96740,41,Private,230020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+81901,29,Private,134890,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+93542,48,Private,162096,9th,5,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,0,0,45,China,<=50K
+13939,51,Private,103824,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,Haiti,<=50K
+69661,34,State-gov,61431,12th,8,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+77805,58,Private,197319,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+26543,52,Private,183618,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+66439,37,Self-emp-not-inc,268598,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Other,Male,7298,0,50,Puerto-Rico,>50K
+56293,53,Private,263729,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16408,54,Private,39493,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+9770,36,Private,185360,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+37346,25,Private,132661,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,60,United-States,<=50K
+10040,20,Private,266400,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,48,United-States,<=50K
+91919,23,Private,433669,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88664,39,Self-emp-inc,216473,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+1052,20,Self-emp-not-inc,217404,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+17971,28,Private,227778,Assoc-voc,11,Never-married,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+27142,73,State-gov,96262,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16937,67,Private,247566,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,24,United-States,<=50K
+18636,56,Private,139616,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+68291,32,Private,73585,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95739,42,Private,37869,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+47175,33,Private,165814,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+97836,37,Private,108913,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31386,33,Private,34975,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+71521,31,Private,157078,10th,6,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+96125,59,Private,232672,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+14799,21,Private,294295,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+54341,58,Self-emp-inc,130454,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+65734,24,Local-gov,461678,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41845,26,State-gov,252284,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+76120,26,Private,256737,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+48184,33,Local-gov,96480,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Germany,<=50K
+20003,25,Private,234263,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14524,21,Private,109952,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+58794,24,Private,262570,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26770,39,Self-emp-not-inc,65716,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+39561,68,Private,201732,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+88711,66,Self-emp-not-inc,174788,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+26565,38,Private,278924,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40455,41,Private,101593,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+52438,71,,193863,7th-8th,4,Widowed,,Other-relative,White,Female,0,0,16,Poland,<=50K
+76304,37,Private,342768,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+32745,54,Self-emp-not-inc,242606,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,4386,0,45,United-States,>50K
+48192,27,State-gov,176727,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34064,49,Private,99179,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95405,19,State-gov,354104,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+16875,25,Private,61956,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39462,47,Federal-gov,137917,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+41391,40,Private,224658,Some-college,10,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+43278,38,Private,51100,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+35289,25,Private,224361,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+679,25,Private,362912,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,50,United-States,<=50K
+42587,23,Private,218782,10th,6,Never-married,Handlers-cleaners,Other-relative,Other,Male,0,0,40,United-States,<=50K
+20371,28,Private,103389,Masters,14,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+76693,29,Private,308944,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51383,32,Private,140092,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41038,34,Private,202210,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+74636,52,Private,416059,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+91022,33,Self-emp-not-inc,281030,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,94,United-States,<=50K
+14047,19,Private,169758,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+6071,68,Private,193666,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,55,United-States,>50K
+41627,41,Private,139907,10th,6,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+59128,18,Self-emp-inc,119422,HS-grad,9,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,30,India,<=50K
+46047,29,Private,149324,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+66179,40,Private,259307,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+26417,51,Self-emp-not-inc,74160,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,0,0,60,United-States,>50K
+67256,49,Private,134797,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95245,20,State-gov,41103,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+99083,38,Local-gov,193026,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+61125,57,Private,303986,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Cuba,<=50K
+23331,35,Private,126569,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+95237,66,Private,166461,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,26,United-States,<=50K
+81919,27,,61387,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+36598,25,Private,254746,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54218,77,,28678,Masters,14,Married-civ-spouse,,Husband,White,Male,9386,0,6,United-States,>50K
+19489,19,,180976,10th,6,Never-married,,Unmarried,White,Female,0,0,35,United-States,<=50K
+83325,70,Private,282642,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2174,40,United-States,>50K
+81857,59,Self-emp-not-inc,136413,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+24840,25,Private,131463,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+13391,44,Local-gov,177240,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+23348,37,Private,218490,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,El-Salvador,>50K
+5177,75,,260543,10th,6,Widowed,,Other-relative,Asian-Pac-Islander,Female,0,0,1,China,<=50K
+12354,21,,80680,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57665,21,Private,20728,HS-grad,9,Never-married,Sales,Own-child,White,Female,4101,0,40,United-States,<=50K
+6937,47,Federal-gov,117628,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79792,20,Private,91939,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,1721,30,United-States,<=50K
+46921,32,State-gov,175931,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+78865,28,Private,309566,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+46168,53,Private,123703,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95533,19,,369678,HS-grad,9,Never-married,,Not-in-family,Other,Male,0,0,30,United-States,<=50K
+14602,58,Private,29928,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,36,United-States,<=50K
+41100,22,Private,167868,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+96259,23,Private,235894,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+19278,21,Private,189888,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+58323,36,Private,111545,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+85756,39,Private,175972,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+15975,34,Local-gov,254270,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49687,41,Local-gov,185057,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67062,72,Private,157593,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,1455,0,6,United-States,<=50K
+39439,34,Private,101345,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+47241,51,Local-gov,176751,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+6830,32,Self-emp-not-inc,97723,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23120,38,Private,127601,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+83781,37,Private,227597,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79050,21,,143995,Some-college,10,Never-married,,Own-child,Black,Male,0,0,20,United-States,<=50K
+76507,21,Private,250051,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+73616,26,Private,284078,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91488,34,Private,207668,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1887,40,United-States,>50K
+35848,18,Private,163787,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+32586,27,Private,119170,11th,7,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+38050,20,Private,188612,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,Nicaragua,<=50K
+92914,36,Private,114605,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+85984,31,,317761,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21667,32,Private,164197,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+67740,54,Private,329266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+7730,34,Local-gov,207383,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78386,46,Private,123598,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+23536,33,Private,259931,11th,7,Separated,Machine-op-inspct,Other-relative,White,Male,0,0,30,United-States,<=50K
+65872,32,Private,134737,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+30693,42,Private,106900,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84581,30,Private,87054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+28438,37,Private,82622,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+73468,28,Private,181659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+2810,25,Private,321205,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,4101,0,35,United-States,<=50K
+15771,44,Self-emp-not-inc,231348,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+96753,40,Private,276096,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94638,36,Private,290560,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+73100,21,Private,307315,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+44345,39,State-gov,99156,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+93769,24,Private,237928,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,39,United-States,<=50K
+44605,46,Private,153501,HS-grad,9,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+10605,47,,149700,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,36,United-States,>50K
+34124,47,Private,189680,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+85760,35,Private,374524,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+12001,60,Self-emp-not-inc,127805,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+47523,35,Private,150217,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,Poland,<=50K
+76380,33,Private,295649,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,China,<=50K
+72003,21,Private,197182,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3302,37,Private,241998,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+66776,48,Federal-gov,156410,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,50,United-States,>50K
+63675,58,Private,473836,7th-8th,4,Widowed,Farming-fishing,Other-relative,White,Female,0,0,45,Guatemala,<=50K
+69252,21,Private,198431,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3410,22,Private,113936,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+96452,22,Private,318915,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+4525,28,Self-emp-not-inc,175406,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+59013,33,,193172,Assoc-voc,11,Married-civ-spouse,,Own-child,White,Female,7688,0,50,United-States,>50K
+21376,23,Federal-gov,320294,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85170,58,State-gov,400285,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+34245,24,,283731,Bachelors,13,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+14168,38,Local-gov,227154,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+83950,49,Private,298659,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,Mexico,<=50K
+68183,47,Private,212120,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+3064,50,Private,320510,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+62091,21,Private,175800,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+42340,55,Private,170169,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6402,47,Private,344157,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80659,19,Private,199441,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34347,47,Private,225456,HS-grad,9,Never-married,Tech-support,Other-relative,White,Male,0,0,50,United-States,<=50K
+40967,36,Private,61178,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37378,28,Local-gov,175262,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,2002,40,England,<=50K
+97231,42,Private,152568,HS-grad,9,Widowed,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+56588,41,Private,182108,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,27828,0,35,United-States,>50K
+46899,46,Private,273771,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,40,United-States,>50K
+73649,32,Private,208291,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+46527,34,Private,224358,10th,6,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47139,33,Private,55176,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81486,60,State-gov,152711,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+68240,53,Private,68684,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13350,24,Private,185452,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+83564,39,Federal-gov,175232,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1977,60,United-States,>50K
+90275,23,Private,173851,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41872,50,Private,162327,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,50,,>50K
+80716,36,Local-gov,51424,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+89390,19,Private,123416,12th,8,Separated,Prof-specialty,Own-child,White,Female,1055,0,40,United-States,<=50K
+41452,26,Private,262656,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+7460,38,Private,233194,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+32261,41,Private,290660,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,55,United-States,>50K
+98478,22,Private,151105,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,18,United-States,<=50K
+81300,38,Private,179117,Assoc-acdm,12,Never-married,Machine-op-inspct,Not-in-family,Black,Female,10520,0,50,United-States,>50K
+29282,72,,33608,Some-college,10,Married-civ-spouse,,Husband,White,Male,9386,0,30,United-States,>50K
+12976,39,Private,317434,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47818,35,State-gov,126569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+37080,38,Local-gov,745768,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,45,United-States,<=50K
+49716,19,Private,69927,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,16,United-States,<=50K
+92677,26,Private,302603,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+27596,52,Private,46788,Bachelors,13,Divorced,Craft-repair,Unmarried,White,Male,0,0,25,United-States,<=50K
+53913,41,Private,289886,5th-6th,3,Married-civ-spouse,Other-service,Husband,Other,Male,0,1579,40,Nicaragua,<=50K
+78483,45,Private,179135,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39745,58,Federal-gov,175873,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+32904,34,Private,57426,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+19874,36,Private,312206,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+80460,19,Without-pay,344858,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+35348,26,State-gov,177035,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+82092,60,Private,88055,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+21372,35,Self-emp-not-inc,111095,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+29522,39,Private,192251,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+26894,27,Private,29807,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,Japan,<=50K
+64910,26,Federal-gov,211596,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98166,17,Private,268276,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+28067,59,Self-emp-not-inc,181070,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,England,>50K
+60633,53,Local-gov,20676,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+82349,35,Private,115803,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16084,34,Local-gov,124827,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+22449,36,Private,95336,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+71084,36,Private,257942,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+92038,21,Private,72593,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+59808,29,Private,147340,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+65364,35,Private,185325,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+38489,59,Self-emp-not-inc,357943,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+15100,22,Private,215395,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,1602,10,United-States,<=50K
+13344,50,Local-gov,30682,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+16678,24,Federal-gov,29591,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+70187,36,Private,215392,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44103,31,Private,110554,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,4386,0,40,United-States,>50K
+49113,42,Self-emp-not-inc,133584,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+73343,38,Private,210438,7th-8th,4,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+75318,52,Private,256916,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+34250,46,Private,73541,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42891,23,Private,109952,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+94916,54,Private,197975,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,51,United-States,<=50K
+70080,27,Private,401723,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+82551,42,Private,179524,Bachelors,13,Separated,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+55471,33,State-gov,296282,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37826,19,Private,145844,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+37112,59,Private,191965,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,3908,0,28,United-States,<=50K
+36888,54,Private,96792,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+44985,48,Private,185041,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1672,55,United-States,<=50K
+24824,19,,233779,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+76077,45,Private,347834,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93013,36,Private,215373,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+94706,35,Self-emp-not-inc,169426,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52258,47,Private,202856,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,36,United-States,<=50K
+82850,33,Private,50276,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89615,48,Self-emp-not-inc,187454,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+42641,42,Private,126098,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+11672,19,Private,250639,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+32390,64,Self-emp-inc,195366,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+1656,51,Self-emp-not-inc,186845,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,8,United-States,<=50K
+74535,20,Federal-gov,119156,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,20,United-States,<=50K
+82577,28,Private,162343,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+36837,52,Private,108435,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,Greece,>50K
+32856,29,Self-emp-not-inc,394927,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+19099,51,Private,172281,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16826,36,Private,370767,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2377,60,United-States,<=50K
+24021,43,Private,352005,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+8189,52,Private,165681,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+76432,50,Private,258819,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+47995,25,Private,130793,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+89385,36,Private,118909,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+99161,44,Private,202466,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,<=50K
+91644,47,Private,161558,10th,6,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+8699,32,Private,188246,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+4153,37,Private,160120,Masters,14,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+79574,40,Private,144594,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,2829,0,40,United-States,<=50K
+97646,34,Self-emp-not-inc,123429,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+397,35,Self-emp-inc,340110,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+28637,26,Private,523067,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,3,El-Salvador,<=50K
+29689,49,Self-emp-not-inc,113513,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+14273,63,,186809,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+93654,46,Self-emp-not-inc,320421,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,25,United-States,<=50K
+38670,31,Local-gov,295589,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+78768,22,Private,370548,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+49879,20,Private,120572,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,12,United-States,<=50K
+59229,52,Private,110977,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+5401,26,Private,55860,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+86298,34,Private,158800,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+17784,31,Private,131568,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61050,46,Private,173613,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+91243,22,Private,216867,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+25470,38,Private,104089,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+65671,35,Private,208106,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Ecuador,<=50K
+4693,27,State-gov,340269,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8174,27,Private,236246,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+73766,46,Private,213408,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,Cuba,<=50K
+11487,40,,84232,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+18327,19,Private,302945,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,Thailand,<=50K
+26763,69,,28197,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,>50K
+95752,20,Private,262749,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+6490,34,Federal-gov,198265,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+38020,49,Private,170871,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+88540,27,Private,177761,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,50,United-States,<=50K
+33745,59,Private,175689,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,14,Cuba,>50K
+49402,45,Private,205100,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+42513,21,Private,77759,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+80093,51,State-gov,77905,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+19940,64,,193575,11th,7,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+60457,41,State-gov,116520,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+2493,18,,85154,12th,8,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,24,Germany,<=50K
+58532,49,Private,180532,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77609,51,Private,508891,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+11377,20,Private,211345,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,20,United-States,<=50K
+57771,69,Self-emp-not-inc,170877,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+40494,18,,97318,HS-grad,9,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+33598,43,Private,184105,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+74175,50,Private,150941,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,44,United-States,<=50K
+63956,32,Private,303942,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+39494,27,Local-gov,273929,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+84012,38,Private,197077,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+65233,62,Private,162825,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+79976,46,Private,159869,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,44,United-States,<=50K
+88139,19,Private,158343,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,,<=50K
+94771,17,,406920,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+94215,21,Private,227986,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+69452,36,Private,137527,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+55145,36,Private,180150,12th,8,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10529,23,Private,239539,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+31150,58,Private,281792,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+79935,40,Private,224799,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+58716,64,Private,292639,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,10566,0,35,United-States,<=50K
+17517,66,Private,22313,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+17523,42,Private,194636,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+61964,55,Private,156089,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+81353,53,Private,193720,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+93714,25,Private,218667,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+68028,39,Private,358837,Some-college,10,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+54099,20,Private,174685,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+97156,32,Private,168854,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,54,United-States,<=50K
+29039,28,Private,133696,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,65,United-States,<=50K
+1814,23,Federal-gov,350680,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Poland,<=50K
+33944,18,Private,115215,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+92036,43,Self-emp-not-inc,152958,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+74481,29,Private,217200,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76561,32,Private,235124,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,46,Dominican-Republic,<=50K
+7327,31,Local-gov,144949,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+26446,60,Private,135470,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+96617,42,Private,281209,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+44617,46,Private,155489,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+23434,38,Private,290306,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+84940,18,Private,182042,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+48442,31,Private,210008,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+78703,54,Private,234938,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,55,United-States,<=50K
+41811,46,Private,315423,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,2042,50,United-States,<=50K
+31681,27,Self-emp-not-inc,30244,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,80,United-States,<=50K
+66176,50,Local-gov,30008,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+52207,38,Self-emp-not-inc,201328,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,United-States,<=50K
+92608,36,State-gov,96468,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+42978,25,Private,486332,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+62713,19,Private,46162,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,United-States,<=50K
+25100,60,Local-gov,98350,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,Philippines,<=50K
+43257,45,Local-gov,175958,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+69867,21,Private,119309,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,1602,16,United-States,<=50K
+62283,42,Private,175935,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1980,46,United-States,<=50K
+28341,38,Private,204527,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+58875,22,,57827,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+76211,19,Private,418176,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+30582,23,Private,262744,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+45167,24,Private,177287,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,30,United-States,<=50K
+90739,30,Private,255004,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,52,United-States,<=50K
+54713,62,Private,183735,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+96260,26,Self-emp-not-inc,318644,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+75282,42,Federal-gov,132125,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+30969,33,Private,206051,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11991,54,Self-emp-inc,99185,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+54181,35,Private,225750,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+4175,33,Private,245777,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49009,45,Private,169092,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+36355,62,Private,211035,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,>50K
+25589,24,Private,285432,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+33796,50,Local-gov,154779,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+16646,54,Private,37237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+98123,58,Private,417419,7th-8th,4,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+94095,39,Self-emp-inc,33975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+76451,32,Private,42485,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+39718,27,Private,170017,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+59884,27,Private,152683,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3908,0,35,United-States,<=50K
+30470,20,Private,41721,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+86330,64,Private,66634,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67161,55,Self-emp-inc,257216,Masters,14,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58989,46,Private,167882,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,43,United-States,<=50K
+95172,45,Private,179428,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+46215,26,Private,57512,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84226,36,Private,301614,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24777,25,Private,193820,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+10666,58,Private,222247,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+60827,39,Self-emp-inc,189092,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+84288,47,Private,217509,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,0,0,45,Thailand,<=50K
+12799,35,Private,308691,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+66135,38,Private,169672,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+95269,50,Private,120914,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29214,36,Private,370156,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+56563,28,Private,398220,5th-6th,3,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+37460,44,Self-emp-not-inc,208277,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,45,United-States,<=50K
+77083,40,Private,337456,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+60380,55,Private,172666,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+59109,29,Self-emp-not-inc,32280,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,45,United-States,<=50K
+17495,33,Private,194901,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+20682,19,,57329,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,Japan,<=50K
+32773,32,Private,173730,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+60719,45,Local-gov,153312,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,10,United-States,>50K
+55758,23,Private,274797,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+50949,31,Private,359249,Assoc-voc,11,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+16758,22,Private,152744,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+50037,59,Private,188041,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+62292,32,Private,97723,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+90936,49,State-gov,354529,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22565,22,Private,249727,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+4128,26,Private,189590,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+26485,23,State-gov,298871,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+26462,55,Self-emp-not-inc,205296,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+88562,47,Private,303637,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,49,United-States,>50K
+38510,44,Private,242861,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+73401,27,Private,37599,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+74238,40,State-gov,199381,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,37,United-States,>50K
+68562,32,Self-emp-not-inc,56328,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,8,United-States,>50K
+12038,20,Private,256211,Some-college,10,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+88641,84,Local-gov,163685,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,33,United-States,<=50K
+82204,40,Private,266084,Some-college,10,Divorced,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+28404,37,Private,161111,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80569,44,Private,199031,Some-college,10,Divorced,Transport-moving,Own-child,White,Male,0,1380,40,United-States,<=50K
+5222,47,Private,166634,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Germany,<=50K
+7608,62,Self-emp-not-inc,204085,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+74533,19,,369527,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+50608,47,Private,464945,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27722,44,Local-gov,174684,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+69808,26,Local-gov,166295,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,41,United-States,<=50K
+38461,36,Private,220511,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40786,52,Private,246936,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+92081,33,Private,104509,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+66611,48,,266337,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+8865,33,Private,252168,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+31133,25,Private,92093,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+23559,62,Private,88055,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+77389,38,Private,129591,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62619,46,Private,142719,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+34242,18,,264924,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+46395,46,Private,128796,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+98572,38,Private,115336,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,70,United-States,<=50K
+60381,52,Private,190333,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+41552,63,Self-emp-not-inc,179444,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,15,United-States,<=50K
+74123,49,Private,218676,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+90737,17,Local-gov,148194,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+5445,33,Private,184833,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+92424,70,Self-emp-not-inc,280639,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,2329,0,20,United-States,<=50K
+97246,19,Private,217769,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+88503,27,,180553,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+88743,61,Private,56009,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+12208,33,Private,255334,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,>50K
+1608,46,Self-emp-inc,328216,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,42,,>50K
+6869,29,Private,349154,10th,6,Separated,Farming-fishing,Unmarried,White,Female,0,0,40,Guatemala,<=50K
+1659,40,Local-gov,24763,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,6849,0,40,United-States,<=50K
+38828,43,State-gov,41834,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,>50K
+82705,24,Private,113466,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2291,29,Private,130856,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+18709,61,Self-emp-not-inc,268797,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,17,United-States,<=50K
+97469,48,Private,202117,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+15910,19,Private,280146,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+9531,30,Private,70377,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87913,24,Private,236696,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+59069,39,Local-gov,222572,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+26160,46,Self-emp-inc,110702,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,2036,0,60,United-States,<=50K
+63272,40,Private,96129,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,72,United-States,>50K
+91770,27,Local-gov,200492,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+90695,25,Private,193820,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+8622,31,Private,454508,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+24888,58,Private,220789,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+75031,33,Private,101345,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,42,Canada,>50K
+61921,40,Private,140559,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+34679,40,Self-emp-inc,64885,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+80624,31,Private,402361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67056,33,Private,143582,HS-grad,9,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,48,China,<=50K
+72020,49,Private,185385,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+66545,24,Private,112706,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+37604,46,Private,130364,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+49429,58,Local-gov,147428,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+37703,20,Private,205895,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+37012,65,,273569,HS-grad,9,Widowed,,Unmarried,White,Male,0,0,40,United-States,<=50K
+35200,43,Private,153160,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+47649,48,Self-emp-not-inc,167918,Masters,14,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,India,<=50K
+43510,41,Private,195661,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,54,United-States,<=50K
+7116,27,State-gov,146243,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+90143,52,,105428,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,12,United-States,<=50K
+87054,26,Private,149943,HS-grad,9,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,60,,<=50K
+65576,52,Local-gov,246197,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+314,52,Local-gov,192563,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+69228,19,Private,244115,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+1179,39,Local-gov,98587,Some-college,10,Divorced,Prof-specialty,Own-child,White,Female,0,0,45,United-States,<=50K
+44036,47,Private,145886,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+68362,27,Private,244315,HS-grad,9,Divorced,Craft-repair,Other-relative,Other,Male,0,0,40,United-States,<=50K
+27578,48,Private,192779,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80207,50,Private,209464,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+70433,60,Private,25141,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+27625,28,Private,405793,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+31806,47,Federal-gov,53498,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+93833,69,,476653,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+74219,40,Self-emp-not-inc,162312,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,66,South,<=50K
+84504,37,Private,277022,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Female,3887,0,40,Nicaragua,<=50K
+66156,41,State-gov,109762,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59491,38,Private,123031,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,48,Trinadad&Tobago,<=50K
+9924,46,Federal-gov,119890,Assoc-voc,11,Separated,Tech-support,Not-in-family,Other,Female,0,0,30,United-States,<=50K
+65198,21,Self-emp-not-inc,409230,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+48405,44,Private,223308,Masters,14,Separated,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+23015,38,,129150,10th,6,Separated,,Own-child,White,Male,0,0,35,United-States,<=50K
+74484,47,Self-emp-not-inc,119199,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+17974,42,Private,46221,Doctorate,16,Married-spouse-absent,Other-service,Not-in-family,White,Male,27828,0,60,,>50K
+69738,42,Local-gov,351161,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18705,56,Private,174533,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+34098,32,Private,324386,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+81867,24,Private,126568,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,33,United-States,<=50K
+57087,26,Private,275703,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+10609,36,Self-emp-not-inc,219611,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,2174,0,50,United-States,<=50K
+27433,49,Private,200471,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+86876,65,Private,155261,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79160,73,State-gov,74040,7th-8th,4,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+85809,34,Private,226296,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+34632,22,Private,211968,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+93035,49,Local-gov,126446,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+41184,25,Private,262885,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+14821,39,Private,188069,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,<=50K
+53681,19,Private,113546,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+39148,24,Private,227070,10th,6,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+97826,34,Private,136997,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+59322,35,,119006,HS-grad,9,Widowed,,Own-child,White,Female,0,0,38,United-States,<=50K
+88686,21,Private,212407,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+8688,43,Private,197810,Masters,14,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+17537,35,Federal-gov,35309,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,28,,<=50K
+49063,39,Private,141802,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+80570,48,,184513,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,80,United-States,>50K
+83104,33,Self-emp-not-inc,124187,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+55509,19,Private,201743,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,26,United-States,<=50K
+54871,17,Private,156736,10th,6,Never-married,Sales,Unmarried,White,Female,0,0,12,United-States,<=50K
+95525,43,Self-emp-not-inc,47261,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+73364,62,Private,150693,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+58710,53,Local-gov,233734,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,>50K
+67715,45,State-gov,35969,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+76407,47,Private,159550,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+69069,30,Private,190823,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+36182,53,Private,213378,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+79329,24,Private,257500,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+88121,41,Local-gov,488706,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+27299,58,Local-gov,239405,5th-6th,3,Divorced,Other-service,Other-relative,Black,Female,0,0,40,Haiti,<=50K
+30395,27,Federal-gov,105189,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,4865,0,50,United-States,<=50K
+33878,63,State-gov,109735,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+23557,50,Private,172942,Some-college,10,Divorced,Other-service,Own-child,White,Male,0,0,28,United-States,<=50K
+903,43,Local-gov,209899,Masters,14,Never-married,Tech-support,Not-in-family,Black,Female,8614,0,47,United-States,>50K
+4611,29,Self-emp-inc,87745,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+3090,41,Private,187881,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3942,0,40,United-States,<=50K
+30083,55,Private,234125,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+2064,36,Private,272944,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+40890,23,Local-gov,129232,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+71206,22,Private,100345,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,13550,0,55,United-States,>50K
+8909,58,Self-emp-not-inc,195835,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+75429,25,Private,251854,11th,7,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+93646,40,Private,103474,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+95017,38,Private,22042,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,39,United-States,<=50K
+64925,37,Private,343721,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28330,19,Private,232368,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+17843,55,Private,174478,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,29,United-States,<=50K
+59141,55,Private,282023,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+14844,28,Private,274690,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+78785,53,Private,251675,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+16888,32,,647882,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,,<=50K
+70303,60,Private,128367,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,3325,0,42,United-States,<=50K
+52135,32,Private,37380,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+44168,34,Private,173730,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+55810,49,Private,353824,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+54412,21,Private,225890,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+35535,24,State-gov,147147,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+79921,53,Private,233780,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,Black,Female,2202,0,40,United-States,<=50K
+93766,29,Private,394927,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+78039,34,Local-gov,188682,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17874,52,,115209,Prof-school,15,Married-spouse-absent,,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+49765,41,Private,277192,5th-6th,3,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,Mexico,<=50K
+62248,21,Private,314182,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95007,43,Private,220776,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+66586,31,Local-gov,189269,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+50379,38,Private,35429,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2042,40,United-States,<=50K
+32703,42,Private,154374,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,60,United-States,>50K
+2587,62,Private,161460,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,United-States,<=50K
+15410,51,Private,251487,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+64075,30,Private,177531,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+70697,24,Private,53942,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+50336,36,Private,113481,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57500,57,Private,361324,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54422,46,Private,330087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+84277,33,Private,276221,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+29802,42,Private,121055,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+39051,62,Private,118696,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77136,64,Self-emp-not-inc,289741,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+90597,18,Private,238401,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+1393,43,Private,262038,5th-6th,3,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,0,0,35,Mexico,<=50K
+42489,62,Self-emp-not-inc,26911,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,66,United-States,<=50K
+64666,29,Private,161155,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+93599,43,Private,252519,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Haiti,>50K
+19381,39,Private,43712,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+42010,69,,167826,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+2584,34,Private,188900,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+47670,44,Private,120057,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,45,United-States,>50K
+44845,25,Private,134113,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+79192,47,Local-gov,165822,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+75924,17,Private,99161,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+9033,41,Local-gov,74581,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,65,United-States,<=50K
+52331,19,Private,304643,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+70825,57,Private,121821,1st-4th,2,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,Dominican-Republic,<=50K
+12208,25,Private,154863,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+72138,37,Local-gov,365430,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Canada,>50K
+69704,29,Private,183111,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+75863,32,Private,50178,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+90910,35,Private,186845,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+65505,52,Private,159908,12th,8,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28582,41,Private,162189,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,1831,0,40,Peru,<=50K
+39065,29,Private,128509,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,0,0,38,El-Salvador,<=50K
+66144,23,Private,143032,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+66466,31,Private,382368,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84364,40,Private,210013,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+24043,19,Private,293928,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+89441,21,Private,208503,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,10,United-States,<=50K
+26748,37,State-gov,191841,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,8614,0,40,United-States,>50K
+86274,49,Self-emp-not-inc,355978,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+3653,64,Local-gov,202738,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+43543,37,Local-gov,144322,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+70152,70,Self-emp-not-inc,155141,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2377,12,United-States,>50K
+44021,22,Private,160120,10th,6,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+16103,29,Self-emp-inc,190450,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Germany,<=50K
+25669,37,Private,212900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+55687,29,Private,115677,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23126,38,Private,252250,11th,7,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+60200,27,Private,212041,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+16536,58,State-gov,198145,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+23700,60,Local-gov,113658,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+28462,20,Private,32426,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+96092,51,Private,98791,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+73088,37,Private,203828,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+70731,22,State-gov,186634,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+30764,56,Self-emp-not-inc,125147,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+24779,26,Private,247455,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,5178,0,42,United-States,>50K
+46850,19,Private,97215,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+68244,37,Private,330826,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,<=50K
+91280,27,Private,200802,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80293,27,Private,156266,HS-grad,9,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+74964,52,Self-emp-not-inc,72257,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+98156,45,Private,363087,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+92200,28,Private,25955,Some-college,10,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+47323,20,Private,334633,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88606,28,Private,109162,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+42021,44,Private,569761,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+3262,30,Private,209900,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72431,26,State-gov,272986,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,8,United-States,<=50K
+9702,55,,52267,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,18,United-States,<=50K
+20694,46,Private,82946,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41178,51,Private,104651,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+4234,25,Local-gov,58441,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37262,43,Local-gov,269733,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89294,19,,128453,HS-grad,9,Never-married,,Own-child,White,Female,0,0,28,United-States,<=50K
+87160,36,Private,179468,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6851,36,Private,183081,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82607,48,Private,102938,Bachelors,13,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+66440,30,,157289,11th,7,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+21430,24,Private,359828,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+35626,30,Private,155659,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+43042,24,Private,585203,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,45,United-States,>50K
+57250,62,Private,173601,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+78472,41,Self-emp-not-inc,214541,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+41727,49,Self-emp-not-inc,163352,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,85,United-States,>50K
+55210,36,Self-emp-not-inc,153976,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+85613,47,Local-gov,247676,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,45,United-States,<=50K
+46589,49,State-gov,155372,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40960,52,Private,329733,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24173,52,Private,162576,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+65468,26,Private,176520,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,53,United-States,<=50K
+8337,51,State-gov,226885,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31854,18,Private,120781,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+35117,30,Private,375827,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+73170,46,Private,205504,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,20,United-States,<=50K
+93241,28,Private,198813,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,40,United-States,<=50K
+47454,48,Self-emp-inc,254291,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+37559,62,Private,159908,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,>50K
+16185,49,Private,40000,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4064,0,44,United-States,<=50K
+56369,69,Private,102874,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+31103,35,Private,117381,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,8614,0,45,United-States,>50K
+44942,78,Private,180239,Masters,14,Widowed,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+9835,61,Private,539563,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+748,24,Private,261561,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51677,29,Private,81057,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+96690,36,Self-emp-not-inc,160120,Bachelors,13,Married-civ-spouse,Sales,Husband,Other,Male,0,0,45,,<=50K
+82879,17,Private,41979,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+99904,27,Private,275110,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,80,United-States,>50K
+49515,64,Private,265661,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+49020,33,Self-emp-not-inc,193246,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,France,<=50K
+91054,32,Private,236543,12th,8,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+39251,19,Private,29510,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+37885,42,State-gov,105804,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+42230,24,Private,194604,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+92012,23,Private,1038553,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+64686,51,Local-gov,209320,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+488,31,Private,193231,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+53862,44,Private,307468,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,29,United-States,>50K
+28043,38,Private,255941,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,10520,0,50,United-States,>50K
+85698,44,Local-gov,107845,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Female,0,0,56,United-States,>50K
+62755,44,Self-emp-not-inc,567788,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+23386,38,Private,91857,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+43019,36,Private,732569,9th,5,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37256,29,Private,86613,1st-4th,2,Never-married,Other-service,Not-in-family,White,Male,0,0,20,El-Salvador,<=50K
+11477,46,Private,35961,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,25,Germany,<=50K
+3066,47,Private,114754,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+60553,30,Private,235124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,99999,0,40,United-States,>50K
+16415,37,Local-gov,218490,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,35,United-States,>50K
+80472,27,Private,329426,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+24109,43,Private,181015,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,50,United-States,<=50K
+71970,44,Self-emp-not-inc,264740,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+64100,31,Private,381153,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,<=50K
+72530,34,Private,189759,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+75637,39,Private,230467,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,1092,40,Germany,<=50K
+5972,36,Private,218542,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+75751,57,Private,298507,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+85610,78,Private,111189,7th-8th,4,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,Dominican-Republic,<=50K
+30623,24,Private,168997,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17338,39,Private,168894,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77409,21,Private,149809,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+161,34,Private,344073,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+45960,22,Private,416165,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+324,36,Private,41490,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+67996,61,Private,40269,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+18521,67,,243256,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+47881,42,Private,250536,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,21,Haiti,<=50K
+85683,49,Federal-gov,105586,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+24302,58,Private,51499,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+34148,37,Local-gov,189878,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+37582,39,Private,179481,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,4650,0,44,United-States,<=50K
+6435,25,Private,299765,Some-college,10,Separated,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+97522,45,Self-emp-inc,155664,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+48168,30,Private,54608,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+83360,49,,174702,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+43642,36,Self-emp-not-inc,285020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,40,United-States,<=50K
+81200,23,Private,201145,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+50767,51,Private,125796,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,35,Jamaica,<=50K
+99057,55,Private,249072,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+14328,35,Private,99156,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+71742,45,State-gov,94754,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,India,<=50K
+53930,36,Private,111128,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+21629,32,Local-gov,157887,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4026,39,Private,74194,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+34512,47,Self-emp-inc,168191,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78650,49,Private,28334,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+37899,52,Private,84278,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,,>50K
+50457,44,Private,721161,Some-college,10,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+98446,36,Private,188069,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+83455,40,Private,145178,Some-college,10,Divorced,Craft-repair,Unmarried,Black,Female,0,0,30,United-States,<=50K
+75756,17,Private,52967,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,6,United-States,<=50K
+12115,18,Private,177578,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+2098,30,Self-emp-inc,185384,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+26178,66,Private,66008,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,50,England,<=50K
+91968,59,Private,329059,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+12894,30,Local-gov,348802,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+97642,50,Private,34233,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+18626,24,Private,509629,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+38890,28,Private,27956,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,99,Philippines,<=50K
+83026,44,Local-gov,83286,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+84172,25,Private,309098,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78275,45,Private,188950,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+32435,20,Private,224217,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13130,67,Private,222899,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+63097,40,Self-emp-not-inc,123306,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+76977,52,Federal-gov,279337,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+87931,34,Private,347166,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+76312,37,Local-gov,251396,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Canada,>50K
+47821,17,Self-emp-inc,143034,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,4,United-States,<=50K
+56280,25,Private,57635,Assoc-voc,11,Married-civ-spouse,Sales,Wife,White,Female,0,0,42,United-States,>50K
+22805,35,Local-gov,162651,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+64089,63,Private,28334,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+34518,38,Local-gov,84570,Some-college,10,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+59363,33,Private,181091,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,Iran,>50K
+40346,51,Local-gov,117496,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+48797,64,State-gov,216160,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Columbia,>50K
+29387,50,Self-emp-inc,204447,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57725,18,Private,374969,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,0,56,United-States,<=50K
+89737,67,Private,35015,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,99,United-States,<=50K
+72520,46,Private,179869,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4160,60,Self-emp-not-inc,137733,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+98504,29,Private,193125,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23143,30,Private,103649,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+27426,56,State-gov,54260,Doctorate,16,Married-civ-spouse,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,2885,0,40,China,<=50K
+61312,29,Private,197932,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,Mexico,>50K
+65318,37,Private,249720,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,27,United-States,<=50K
+34218,55,Private,223613,1st-4th,2,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,30,Cuba,<=50K
+77715,24,Private,259865,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+26818,21,Private,301694,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+46616,46,Self-emp-inc,276934,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+9539,25,Private,395512,12th,8,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Male,0,0,40,Mexico,<=50K
+39972,40,Private,168071,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,28,United-States,<=50K
+60585,23,Private,45317,Some-college,10,Separated,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+59411,43,Self-emp-not-inc,311177,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+85563,29,Self-emp-not-inc,190636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,1485,60,United-States,>50K
+14508,59,Private,221336,10th,6,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+28915,18,Private,120691,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,35,,<=50K
+27545,28,Private,107389,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,32,United-States,<=50K
+96112,17,Private,293440,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+797,53,Private,145409,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+93546,22,Private,213902,5th-6th,3,Never-married,Priv-house-serv,Other-relative,White,Female,0,0,40,El-Salvador,<=50K
+30746,63,Private,100099,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51435,32,Private,191856,Masters,14,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,>50K
+6615,40,Local-gov,233891,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+27375,61,Self-emp-not-inc,96073,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,England,>50K
+19167,35,Private,474136,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+61827,43,Self-emp-not-inc,355856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Philippines,<=50K
+77696,20,,144685,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,1602,40,Taiwan,<=50K
+55237,48,Self-emp-not-inc,139212,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13024,56,State-gov,143931,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80937,51,Federal-gov,160703,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+49202,34,Private,191291,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16896,44,Private,68729,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,1902,40,United-States,>50K
+91512,61,Private,119986,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+84295,37,Private,227545,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+81912,36,Private,32776,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+18387,34,Private,228881,Some-college,10,Separated,Machine-op-inspct,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+71662,23,Private,84648,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+16821,63,Federal-gov,101996,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+41756,63,,68954,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,11,United-States,<=50K
+88229,47,Local-gov,285060,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,41,United-States,>50K
+49736,55,Self-emp-inc,209569,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,>50K
+38770,31,Local-gov,331126,Bachelors,13,Never-married,Protective-serv,Own-child,Black,Male,0,0,48,United-States,<=50K
+15456,27,Private,279872,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28838,58,Private,150560,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,14084,0,40,United-States,>50K
+65162,28,Local-gov,185647,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+85040,52,Private,128871,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,64,United-States,<=50K
+6160,31,Federal-gov,386331,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,50,United-States,<=50K
+14877,53,Private,117814,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+49427,43,Private,220609,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+92216,43,Local-gov,117022,HS-grad,9,Married-spouse-absent,Farming-fishing,Unmarried,Black,Male,0,0,40,United-States,<=50K
+39005,50,Self-emp-inc,176751,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,80,United-States,>50K
+95364,68,,76371,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+60339,37,Private,80410,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+55865,26,Private,127202,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49062,22,Private,121471,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19305,22,Private,219086,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+41503,59,Private,271571,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,50,United-States,>50K
+74998,30,Private,241583,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+1258,24,Private,374253,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,55,United-States,<=50K
+42658,30,Private,214993,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28450,50,Local-gov,199995,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+49172,38,Private,450924,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,3942,0,40,United-States,<=50K
+68070,29,Private,120359,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+25431,76,Private,93125,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,1424,0,24,United-States,<=50K
+39004,21,Private,187513,Assoc-voc,11,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+48248,65,Private,243569,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+20197,43,Private,295510,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+17701,29,Private,29732,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,24,United-States,<=50K
+50046,32,Private,211743,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+10848,37,Private,251396,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+14753,64,Private,477697,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+32296,49,Private,151584,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+41951,44,Private,193882,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+12714,68,,117542,HS-grad,9,Married-civ-spouse,,Husband,White,Male,1409,0,15,United-States,<=50K
+59935,34,Private,242460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+12195,35,Private,411395,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,36,United-States,<=50K
+27715,53,Private,191025,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+55870,24,Private,154571,Assoc-voc,11,Never-married,Sales,Unmarried,Asian-Pac-Islander,Male,0,0,50,South,<=50K
+646,31,Private,208657,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+41430,25,Private,29599,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,<=50K
+58804,36,Private,423711,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+16282,29,Private,122000,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+34356,37,Private,148581,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+60622,42,Self-emp-not-inc,222978,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+30732,30,Private,149118,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61538,32,Self-emp-inc,218407,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,Cuba,<=50K
+40386,47,Self-emp-not-inc,112200,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,10520,0,45,United-States,>50K
+14808,44,Private,85604,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+55517,19,Private,111232,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+27782,22,Private,99199,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+12328,51,Private,199995,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+53060,69,Private,122850,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+22855,73,,90557,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+78905,18,,271935,11th,7,Never-married,,Other-relative,White,Female,0,0,20,United-States,<=50K
+39426,33,Self-emp-not-inc,361497,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85648,22,Local-gov,399020,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+18827,33,Private,345277,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,45,United-States,>50K
+80126,20,Federal-gov,55233,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+88726,28,Self-emp-not-inc,200515,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17377,25,Private,188119,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14558,27,Private,176683,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+63771,22,Private,309178,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+46659,67,Self-emp-not-inc,40021,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+53224,31,Self-emp-inc,49923,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+85225,36,,36635,Some-college,10,Never-married,,Unmarried,White,Female,0,0,25,United-States,<=50K
+69440,43,Federal-gov,325706,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,India,>50K
+51689,33,Private,124407,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55217,37,Self-emp-not-inc,301568,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+33346,27,Private,339956,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+28466,36,Private,176335,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37583,33,Private,198452,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+76090,63,Private,213945,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,Iran,>50K
+74306,48,Private,171807,Bachelors,13,Divorced,Other-service,Unmarried,White,Female,0,0,56,United-States,>50K
+26601,25,Private,362826,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,45,United-States,<=50K
+37507,41,Self-emp-not-inc,344329,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,10,United-States,<=50K
+9758,26,Private,137678,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55406,23,Private,175424,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+60586,33,State-gov,73296,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,1831,0,40,United-States,<=50K
+14124,30,State-gov,137613,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,17,Taiwan,<=50K
+65634,67,Self-emp-not-inc,354405,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+94195,32,Private,130057,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+52996,48,Self-emp-not-inc,362883,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,>50K
+74932,51,Private,49017,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+6661,39,Private,149943,Masters,14,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+46912,40,Self-emp-inc,99185,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+38210,40,Private,294708,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+35722,19,Private,228238,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+67883,28,Private,156819,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,36,United-States,<=50K
+34706,47,Private,332727,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+11495,20,Private,289944,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+43346,41,Private,116103,HS-grad,9,Widowed,Exec-managerial,Other-relative,White,Male,914,0,40,United-States,<=50K
+7305,29,Private,24153,Some-college,10,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+34905,40,Private,273425,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+88471,61,Private,231183,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62779,25,Private,313930,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+17999,26,Private,114483,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+49931,43,Private,162108,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48642,17,Private,168807,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27894,43,Local-gov,143828,Masters,14,Divorced,Prof-specialty,Unmarried,Black,Female,9562,0,40,United-States,>50K
+91919,73,Private,242769,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3471,0,40,England,<=50K
+20409,46,Local-gov,111558,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+54150,19,Private,69770,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+71259,37,Private,291981,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52855,26,Private,102460,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+38903,47,Private,151584,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,1876,40,United-States,<=50K
+25997,47,Local-gov,287320,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89705,29,Private,115677,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39406,29,Private,239632,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37556,33,Private,409172,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+63345,20,Private,186849,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+77989,28,Private,118861,10th,6,Married-civ-spouse,Craft-repair,Wife,Other,Female,0,0,48,Guatemala,<=50K
+2300,26,Private,142689,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,,<=50K
+73592,41,State-gov,170924,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+48342,67,,274451,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+80519,43,Private,153489,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+73747,35,Private,186489,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,46,United-States,<=50K
+47094,18,Private,192409,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+58352,55,State-gov,337599,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60776,44,Private,195545,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+18688,64,Private,61892,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,15,United-States,<=50K
+98218,34,Self-emp-not-inc,175697,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,<=50K
+79246,38,Private,80303,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+77409,25,Private,419658,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+99645,21,Private,319163,Some-college,10,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+14965,37,Private,126743,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,53,Mexico,<=50K
+65093,39,Private,301568,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+2215,34,Private,120461,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+9823,23,Private,268145,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83100,54,Private,257337,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+38181,49,Self-emp-inc,213354,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+11657,25,Private,303431,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+75553,51,Private,124963,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+77800,29,Private,158218,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,35,United-States,<=50K
+83462,27,State-gov,553473,Bachelors,13,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,48,United-States,<=50K
+81671,53,Private,46155,HS-grad,9,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+38696,68,Private,138714,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+55339,56,Private,231781,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+21619,30,Private,496414,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+31621,24,Private,19410,HS-grad,9,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,48,United-States,<=50K
+38468,70,,28471,9th,5,Widowed,,Unmarried,White,Female,0,0,25,United-States,<=50K
+47410,24,Private,185821,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+28614,74,,272667,Assoc-acdm,12,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+9995,23,,194031,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+5934,41,Local-gov,144995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+53716,45,Private,162494,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,19,United-States,<=50K
+99395,35,Private,171968,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+359,21,Private,232569,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51824,45,Private,161819,11th,7,Separated,Adm-clerical,Unmarried,Black,Female,0,0,25,United-States,<=50K
+43429,18,Private,123343,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+67077,49,Private,105449,Bachelors,13,Never-married,Priv-house-serv,Not-in-family,White,Male,0,0,25,United-States,<=50K
+48312,49,Private,181717,Assoc-voc,11,Separated,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+54776,45,Local-gov,102359,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,<=50K
+56110,27,Private,72887,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+76135,28,Private,154571,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+61222,35,Private,255191,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+85356,33,Private,174789,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94850,35,Private,110402,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+47732,19,Private,208513,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+34146,33,Private,121904,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+80744,28,Private,34335,HS-grad,9,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Male,14084,0,40,United-States,>50K
+24902,49,Private,59380,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68657,61,,135285,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,2603,32,United-States,<=50K
+44913,39,Self-emp-inc,126675,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+28748,22,Private,217363,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+45729,42,Private,91836,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+32343,22,Private,184813,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+38802,18,Private,178142,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+45301,49,Local-gov,102359,9th,5,Widowed,Handlers-cleaners,Unmarried,White,Male,0,2231,40,United-States,>50K
+11583,33,Self-emp-inc,281832,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Cuba,>50K
+27854,28,Private,96226,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+65098,42,Private,195124,7th-8th,4,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,0,0,35,Puerto-Rico,<=50K
+47386,20,Private,56322,Some-college,10,Never-married,Other-service,Own-child,White,Male,2176,0,25,United-States,<=50K
+819,50,Local-gov,97449,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+28368,32,Private,339773,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+87306,31,Federal-gov,210926,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+53328,29,Private,199499,Assoc-voc,11,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+88938,46,Federal-gov,190729,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+62845,32,Self-emp-inc,191385,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,77,United-States,<=50K
+6362,61,Private,193479,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,24,United-States,<=50K
+4373,43,Self-emp-not-inc,225165,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+29056,35,Private,346766,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2160,39,State-gov,152307,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+2591,18,,79990,11th,7,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+46896,42,Self-emp-not-inc,170649,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+3595,23,Private,197207,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10781,32,Private,229732,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+69988,52,Private,204402,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,85,United-States,>50K
+97934,36,Private,181065,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+67650,38,Private,179579,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+67948,50,Private,237729,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,2444,72,United-States,>50K
+90340,23,,164574,Assoc-acdm,12,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+68040,71,Private,179574,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,12,United-States,>50K
+41427,27,Private,191782,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,30,United-States,<=50K
+90101,56,Private,146660,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+89888,28,Self-emp-not-inc,115945,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+61646,45,Private,210875,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+782,28,Private,137898,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+71693,28,Local-gov,216965,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+19693,18,Private,201554,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,15,United-States,<=50K
+85235,62,Private,57970,7th-8th,4,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13094,35,Private,208378,12th,8,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+49577,39,Private,61343,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+15270,24,Private,283872,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+65198,58,Private,225603,9th,5,Divorced,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+15777,48,Private,401333,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54977,57,Private,278228,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+52185,31,Private,145377,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+74634,25,Private,120238,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+97674,34,Private,187215,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,36,United-States,>50K
+79503,29,Self-emp-not-inc,144063,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+61605,38,Private,238721,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+60881,21,Private,164920,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+72361,34,Self-emp-not-inc,152493,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+28706,50,Private,92968,Bachelors,13,Never-married,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+42222,50,Private,136836,HS-grad,9,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+1571,49,Federal-gov,216453,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,45,United-States,<=50K
+37924,30,Private,349148,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,<=50K
+24884,29,State-gov,309620,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,20,Taiwan,<=50K
+81065,22,State-gov,347803,Some-college,10,Never-married,Adm-clerical,Not-in-family,Other,Male,0,0,20,United-States,<=50K
+69803,42,Private,85995,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+79973,19,,167428,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+14711,31,Private,164569,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,48,United-States,<=50K
+85453,42,Self-emp-not-inc,308279,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,21,United-States,<=50K
+66881,20,Private,56322,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+99897,51,,203015,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+12751,50,Private,211654,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+44510,27,Self-emp-inc,120126,9th,5,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+52990,26,Private,239043,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18118,61,,179761,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+90673,20,Private,312017,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Germany,<=50K
+93626,51,Private,257485,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+28240,52,Private,49243,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64246,33,Private,229716,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+64260,31,Private,341672,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,60,India,<=50K
+54853,24,Private,32311,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+60564,56,Private,275236,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+85524,19,,400356,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+25501,29,Private,184596,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,3942,0,50,United-States,<=50K
+80288,18,Private,186909,HS-grad,9,Never-married,Sales,Other-relative,White,Female,1055,0,30,United-States,<=50K
+12420,43,Private,152420,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,50,United-States,<=50K
+30967,43,State-gov,261929,Doctorate,16,Married-spouse-absent,Prof-specialty,Unmarried,White,Male,25236,0,64,United-States,>50K
+62756,21,Private,235442,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+39978,51,Private,161691,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+32492,20,,173945,11th,7,Married-civ-spouse,,Other-relative,White,Female,0,0,39,United-States,<=50K
+26555,41,Private,355918,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,>50K
+17655,45,State-gov,198660,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+13388,20,Private,122649,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+73437,28,Private,421967,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,>50K
+65471,50,Local-gov,259377,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,40,United-States,>50K
+72481,47,Private,74305,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97630,80,Self-emp-not-inc,34340,7th-8th,4,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,35,United-States,<=50K
+15393,47,Self-emp-not-inc,182752,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,Iran,<=50K
+24266,19,,48393,Some-college,10,Never-married,,Own-child,White,Male,0,0,84,United-States,<=50K
+24496,45,Private,34248,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+46176,17,Private,186677,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+4589,37,Private,167851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+37487,27,Private,146460,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82655,17,Private,209650,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+36455,18,Self-emp-not-inc,132986,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+7539,57,Private,94429,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+19401,26,Private,252406,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+69047,26,Private,174592,Masters,14,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+65743,36,Self-emp-not-inc,151322,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+98598,51,Private,37237,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,>50K
+73752,38,Private,101192,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74898,77,,152900,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+81505,51,Private,94081,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+10563,24,Private,329408,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17269,35,Private,106028,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+39094,35,,164866,10th,6,Divorced,,Not-in-family,White,Male,0,0,99,United-States,<=50K
+67380,51,Self-emp-inc,167793,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+94136,28,Private,138692,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+65081,37,Private,173968,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+7471,43,Private,228320,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+83728,23,Private,96585,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+5283,42,Private,156580,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,Puerto-Rico,<=50K
+40088,58,Private,210673,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+90949,52,Local-gov,137753,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,20,United-States,<=50K
+11244,29,Private,29865,HS-grad,9,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,50,United-States,<=50K
+90207,27,Private,196044,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+911,28,Private,308995,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,Jamaica,<=50K
+38534,59,Private,159008,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,20,United-States,>50K
+65079,28,Private,362491,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+48218,24,Private,94395,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61224,20,Private,320047,10th,6,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66749,54,Private,98535,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+60526,65,Private,183170,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+67801,18,,331511,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+85807,38,Private,195686,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+29593,29,Private,178244,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44418,27,Private,127833,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+5231,36,Private,269722,Masters,14,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+79306,55,State-gov,136819,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+46556,22,Private,205604,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,30,Mexico,<=50K
+2022,28,Private,132078,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17617,20,Private,234880,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+13733,24,Private,196816,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3908,0,40,United-States,<=50K
+82345,36,Private,237943,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+93450,68,Self-emp-inc,140852,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65267,49,Self-emp-not-inc,105614,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+2657,18,Private,83492,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+47106,50,Self-emp-not-inc,225772,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+95516,37,Private,242713,12th,8,Separated,Priv-house-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+2578,60,Private,355865,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+72006,43,Private,173316,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36928,43,Self-emp-inc,35662,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,70,United-States,>50K
+99006,17,Private,297246,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,9,United-States,<=50K
+49550,43,Private,108945,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+54187,39,Private,112158,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,26,,<=50K
+76165,21,Self-emp-not-inc,57298,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+18699,42,Self-emp-not-inc,115323,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,7,,<=50K
+33114,48,Self-emp-not-inc,164582,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,7298,0,60,United-States,>50K
+79465,56,Private,295067,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,14084,0,45,United-States,>50K
+32531,21,Private,177265,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+39106,28,Local-gov,336543,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,Hong,>50K
+32209,39,Self-emp-not-inc,52870,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+24275,40,Private,316820,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+8300,38,Local-gov,200153,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67635,59,Private,453067,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+86215,51,Federal-gov,27166,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+16069,19,Private,299598,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+82570,23,Private,122048,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47566,31,Private,345277,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67355,42,Private,113147,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+56481,43,Private,34007,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32769,45,Private,255014,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+69806,34,Private,152667,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,35,United-States,<=50K
+36515,21,Private,231053,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+23965,34,Private,103651,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+60742,55,Self-emp-inc,124137,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+48778,30,Private,198183,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4379,29,Private,183627,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,48,Ireland,<=50K
+56078,19,Private,466458,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+33340,45,Self-emp-not-inc,114396,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+93755,42,Private,186376,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,72,Philippines,>50K
+21101,32,Private,290964,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1590,40,United-States,<=50K
+72137,90,Self-emp-not-inc,282095,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+12980,44,State-gov,244974,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,44,United-States,>50K
+75807,34,Self-emp-not-inc,114691,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28165,35,Private,107160,12th,8,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+26918,39,Self-emp-not-inc,142573,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,United-States,<=50K
+56934,29,Private,203833,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+25817,24,Private,47791,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+42205,49,Private,133729,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,17,United-States,<=50K
+17,52,Self-emp-not-inc,135339,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+69479,54,Private,135803,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,15024,0,60,South,>50K
+39634,31,Private,128591,9th,5,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64079,44,Private,133853,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+59960,18,,137363,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+23978,27,Self-emp-not-inc,243569,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+23271,24,Private,119156,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+42213,30,Private,391114,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+48261,27,Private,252506,Some-college,10,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+13148,34,State-gov,117503,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,Italy,<=50K
+486,25,State-gov,117833,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,19,United-States,<=50K
+64589,39,Private,294183,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+51070,28,Private,394927,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+50186,51,Self-emp-not-inc,259323,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+14259,21,,207988,HS-grad,9,Married-civ-spouse,,Other-relative,White,Female,0,0,35,United-States,<=50K
+19546,33,Private,96635,Some-college,10,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,26,South,<=50K
+9039,27,Private,192283,Assoc-voc,11,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,38,United-States,<=50K
+55747,29,Private,214881,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23346,33,State-gov,167474,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+75276,37,Private,110713,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+17512,20,Private,201204,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+62144,24,Private,197666,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66056,29,Private,162002,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+5451,31,Private,263561,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2246,45,United-States,>50K
+78484,41,Private,224799,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25187,42,Self-emp-not-inc,89942,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45683,20,Private,238685,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+77662,54,Private,38795,9th,5,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+80628,55,Private,90414,Bachelors,13,Married-spouse-absent,Craft-repair,Unmarried,White,Female,0,0,55,Ireland,<=50K
+28581,21,Private,190805,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,32,United-States,<=50K
+49323,52,Private,23780,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+50594,19,Private,285263,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+23657,33,Private,177331,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+38227,22,Private,347530,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+61989,59,Private,230039,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,625,38,United-States,<=50K
+29735,17,,210547,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+61,31,Private,204752,12th,8,Never-married,Sales,Own-child,White,Male,0,0,32,United-States,<=50K
+63134,74,Self-emp-not-inc,104001,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+10135,45,Private,253116,10th,6,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95673,36,Private,169037,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33183,35,Self-emp-inc,202027,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+54035,45,Private,170099,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40299,42,Self-emp-not-inc,212847,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,85,United-States,<=50K
+56477,50,State-gov,307392,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+69845,39,Private,233428,HS-grad,9,Divorced,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+90145,44,Private,355728,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,0,1980,45,England,<=50K
+17850,52,Private,177995,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,Mexico,>50K
+4350,24,Private,283613,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+74092,56,Self-emp-inc,184598,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,<=50K
+686,27,Private,185647,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+89097,47,Self-emp-inc,192894,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+3300,40,Self-emp-not-inc,284706,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,1977,60,United-States,>50K
+78338,38,Private,179579,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45861,27,Private,131679,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84603,52,Private,132973,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+89155,22,Private,154713,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+58320,41,Private,121718,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+12325,30,Private,255279,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+48882,55,Private,202559,Bachelors,13,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,35,Philippines,<=50K
+70973,25,Private,123095,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,1590,40,United-States,<=50K
+19301,32,Private,153326,Bachelors,13,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+17988,28,Private,75695,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+26223,33,Self-emp-inc,206609,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+38008,17,Private,234780,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,40,United-States,<=50K
+32424,27,Private,178778,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+20755,55,Private,171355,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,20,United-States,<=50K
+90692,63,Federal-gov,95680,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+43394,39,Private,196673,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,5013,0,40,United-States,<=50K
+68948,51,Federal-gov,73670,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,4386,0,52,United-States,>50K
+45788,67,Self-emp-not-inc,139960,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5863,41,Self-emp-inc,397280,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,72,,<=50K
+22510,27,Private,60374,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Female,0,1594,26,United-States,<=50K
+10051,54,Private,421561,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+27317,59,Private,245196,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+28294,18,Private,27620,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+79124,19,Private,187570,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+37200,31,Private,102884,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+13546,17,Private,228399,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,7,United-States,<=50K
+40445,42,Private,340234,HS-grad,9,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,15024,0,40,United-States,>50K
+38608,37,Private,176293,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+84179,51,Local-gov,108435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+99617,48,Private,161187,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,2463,0,40,United-States,<=50K
+15150,23,Private,278391,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+17965,27,Private,157941,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+17480,25,Private,182866,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+35840,69,Private,370888,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,2964,0,6,Germany,<=50K
+89270,30,Private,206512,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,44,United-States,<=50K
+59677,33,Private,357954,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,35,India,<=50K
+16748,28,Private,189346,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,48,United-States,<=50K
+84921,45,Private,234652,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+9541,25,Private,113436,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+10688,37,Private,204145,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+25615,59,Private,157305,Preschool,1,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Dominican-Republic,<=50K
+26766,26,Private,104045,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+89330,48,Private,280422,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,25,Peru,<=50K
+46533,64,Federal-gov,173754,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+36305,39,Private,211154,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+77373,24,Private,321435,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7785,40,State-gov,177083,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+58389,46,Private,178829,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+65516,35,Federal-gov,287658,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+82313,43,Private,209894,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+87020,31,Private,334744,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26839,22,Private,306967,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+30112,35,Private,52187,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+45972,35,Private,101978,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+60925,35,State-gov,483530,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+87815,40,Private,77357,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+94278,50,Private,149770,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+98613,48,Self-emp-not-inc,328606,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,14084,0,63,United-States,>50K
+41863,70,,172652,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+88780,46,Private,188293,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88674,36,Private,116608,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,38,United-States,<=50K
+23473,37,State-gov,348960,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+51820,24,Private,329530,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,Mexico,<=50K
+46658,47,Local-gov,93476,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+35883,35,Self-emp-not-inc,195744,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+70749,43,Private,125833,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+61284,18,State-gov,191117,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+37208,54,Private,311020,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+53614,62,Private,210464,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,38,United-States,<=50K
+6503,36,Private,135289,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+77014,27,Private,156266,9th,5,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+80683,23,Private,154210,Some-college,10,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,0,0,14,Puerto-Rico,<=50K
+39667,61,,160625,Bachelors,13,Married-civ-spouse,,Husband,White,Male,4386,0,15,United-States,>50K
+18862,39,Self-emp-not-inc,331481,Bachelors,13,Divorced,Craft-repair,Not-in-family,Black,Male,0,1669,60,,<=50K
+69750,33,Self-emp-not-inc,249249,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+12580,28,Private,261725,1st-4th,2,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+65353,22,Private,239612,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+68673,31,Self-emp-not-inc,226696,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+32868,26,Private,190330,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+14596,44,Private,193755,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+73811,73,Private,192740,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+87797,44,Private,201924,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+70014,35,Private,77146,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67670,33,Private,126414,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,,<=50K
+4716,27,Private,43652,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99041,47,Federal-gov,227244,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,50,United-States,>50K
+2121,29,Private,160731,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+71021,33,Private,287878,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,26,United-States,<=50K
+94591,50,Private,166758,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+38538,32,Private,183811,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2829,0,40,United-States,<=50K
+14426,41,Self-emp-not-inc,254818,Masters,14,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,Peru,<=50K
+97744,19,,220517,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+79687,45,Private,295046,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+19391,65,Private,190568,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,810,36,United-States,<=50K
+83843,42,State-gov,211915,Some-college,10,Separated,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+63944,33,Self-emp-not-inc,295621,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,25,United-States,>50K
+79252,32,Private,204567,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+14219,42,Private,204235,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+74078,49,Private,186982,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+55607,38,Private,133586,HS-grad,9,Married-civ-spouse,Protective-serv,Own-child,White,Male,0,0,45,United-States,<=50K
+85056,38,Private,165930,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+11237,37,Private,164898,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+25198,24,Private,278155,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,30,United-States,<=50K
+92569,27,Self-emp-not-inc,115705,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+27856,25,Private,150553,9th,5,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+17600,29,Private,185127,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+63073,46,Private,201595,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+79174,44,Self-emp-inc,165815,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,96,United-States,<=50K
+39016,26,Private,102420,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+69646,46,Local-gov,344172,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,49,United-States,>50K
+64450,38,Private,222450,Some-college,10,Separated,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+96716,38,Private,212245,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44227,22,State-gov,190625,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+62700,33,Private,203488,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67125,50,Private,304260,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+97816,31,Local-gov,243665,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,41,United-States,>50K
+72981,26,Self-emp-not-inc,189238,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,4,Mexico,<=50K
+44917,42,Private,77373,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,38,United-States,<=50K
+3169,27,Private,410351,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43213,34,Private,36385,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+90013,64,Private,110150,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+92877,43,Private,198316,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48175,39,Private,127772,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+39953,47,Self-emp-not-inc,199058,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+80698,56,Private,285730,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,66,United-States,<=50K
+17087,25,Local-gov,334133,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+87539,60,State-gov,97030,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+77265,52,Private,67090,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+62497,43,Private,397963,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,594,0,16,United-States,<=50K
+20061,46,Private,182533,Bachelors,13,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+61315,19,Private,560804,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+42852,56,Private,365050,7th-8th,4,Never-married,Farming-fishing,Unmarried,Black,Female,0,0,20,United-States,<=50K
+9005,22,Private,110200,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58729,28,Private,150025,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+48500,39,Private,299828,5th-6th,3,Separated,Sales,Unmarried,Black,Female,0,0,30,Puerto-Rico,<=50K
+41199,28,Private,109282,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37361,31,Private,103435,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+27719,22,Private,34747,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+45931,39,Private,137522,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+37947,39,Private,286789,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+17557,28,Self-emp-not-inc,211032,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+7649,67,,192916,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3818,0,11,United-States,<=50K
+2037,31,Private,219318,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,Puerto-Rico,<=50K
+88456,50,Private,112873,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+61436,34,Private,36069,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3908,0,46,United-States,<=50K
+15001,48,Private,73434,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Germany,>50K
+95390,51,Private,200576,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67891,54,Private,172962,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+33860,44,Private,44006,Assoc-voc,11,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96415,20,Private,234474,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+11764,37,Private,212826,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+1491,38,Private,234901,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+88473,59,Federal-gov,200700,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+45769,59,Self-emp-not-inc,41258,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+94258,51,Private,249644,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,>50K
+5251,60,,230165,Bachelors,13,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+93287,29,Private,351731,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+23808,37,Private,114765,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97852,42,Private,349884,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+15805,28,Self-emp-inc,204247,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+67974,34,Private,143392,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+41052,50,Self-emp-not-inc,37913,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Italy,>50K
+75006,22,Self-emp-inc,150683,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,24,United-States,<=50K
+97465,27,Private,207611,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,52,United-States,<=50K
+25076,45,State-gov,319666,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+71213,39,Private,155961,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+63814,25,Local-gov,117833,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+56409,63,,447079,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,15,United-States,<=50K
+55663,24,Self-emp-inc,142404,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+94209,18,Private,155752,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,30,United-States,<=50K
+33121,19,,252292,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+91254,23,Private,111450,12th,8,Never-married,Other-service,Unmarried,Black,Male,0,0,38,United-States,<=50K
+7752,20,Private,528616,5th-6th,3,Never-married,Other-service,Other-relative,White,Male,0,0,40,Mexico,<=50K
+20750,17,Self-emp-not-inc,228786,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+64740,63,Self-emp-inc,80572,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+26377,28,Local-gov,180271,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,65,United-States,>50K
+81970,51,Federal-gov,237819,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+73114,29,Private,157612,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,3325,0,45,United-States,<=50K
+68177,64,Private,379062,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,12,United-States,<=50K
+81967,17,Private,191910,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+80895,45,Local-gov,326064,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,6497,0,35,United-States,<=50K
+39768,18,Private,312353,12th,8,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+65176,31,Local-gov,213307,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+66601,48,Self-emp-not-inc,209057,Bachelors,13,Married-spouse-absent,Sales,Own-child,White,Male,0,0,50,United-States,>50K
+95628,41,Private,340148,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+38931,65,Private,154171,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,60,United-States,>50K
+65665,27,Private,94064,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33116,39,Private,119098,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+34390,51,Self-emp-not-inc,388496,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,8,Puerto-Rico,>50K
+44151,49,Private,181363,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+13563,58,,210031,HS-grad,9,Divorced,,Unmarried,White,Male,0,0,40,United-States,<=50K
+12848,36,Private,206951,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,45,United-States,>50K
+11011,25,Private,485496,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+59192,41,Private,210259,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,37,United-States,<=50K
+21050,31,Private,118551,9th,5,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64256,63,Private,180911,11th,7,Married-civ-spouse,Protective-serv,Husband,White,Male,4386,0,37,United-States,>50K
+30061,50,State-gov,242517,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41497,63,Private,298113,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60412,44,Self-emp-not-inc,277783,Masters,14,Never-married,Farming-fishing,Own-child,White,Male,0,0,99,United-States,<=50K
+17240,48,Private,155862,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+180,51,Self-emp-not-inc,171924,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+84172,18,Private,243900,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+44979,23,Private,231160,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+23833,31,Private,356882,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,40,United-States,<=50K
+51501,38,Private,49020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+49297,19,,105460,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,England,<=50K
+46491,56,Private,157749,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+96393,31,Private,131568,7th-8th,4,Divorced,Transport-moving,Unmarried,White,Male,0,0,20,United-States,<=50K
+52339,46,Private,332355,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+43039,39,Private,204501,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+17716,56,Local-gov,305767,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+15481,31,Private,129761,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+81679,42,Self-emp-inc,130126,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+98729,53,Private,102828,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+50631,18,Private,160984,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+43564,18,,255282,11th,7,Never-married,,Own-child,Black,Male,0,1602,48,United-States,<=50K
+57176,20,,346341,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+53754,27,Private,285897,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,45,United-States,>50K
+81556,31,Private,356689,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99676,52,Federal-gov,192386,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,40,United-States,<=50K
+22565,46,Private,394860,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+62291,30,Private,113129,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+39354,26,Private,55929,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4697,48,Local-gov,177018,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72892,37,Private,161141,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+43009,29,Private,309463,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73493,49,Private,165468,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,United-States,>50K
+42336,24,Private,49218,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75163,74,Self-emp-not-inc,119129,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,2149,20,United-States,<=50K
+73120,56,Self-emp-not-inc,162130,5th-6th,3,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,67,United-States,>50K
+41531,39,Federal-gov,129573,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+20859,21,Private,306850,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+11838,29,Private,135296,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,2258,45,United-States,>50K
+83208,43,Self-emp-not-inc,187322,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,45,United-States,<=50K
+17547,23,Private,55674,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Female,2907,0,40,United-States,<=50K
+87343,26,Private,148298,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+38177,47,Private,34845,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+77876,27,Private,200733,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+35062,45,Private,191858,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+39061,30,Private,425528,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,70,United-States,<=50K
+6586,35,Private,44780,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,20,United-States,>50K
+65334,33,Private,125856,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80109,37,Private,100508,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+96829,21,Private,148294,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+98707,42,Private,39324,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+23125,48,Federal-gov,147397,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,36,United-States,<=50K
+30656,46,Private,24728,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,48,United-States,<=50K
+60223,36,Private,177616,5th-6th,3,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20656,54,Private,163826,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7633,25,Private,199947,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+75480,26,Local-gov,386949,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+94946,36,Self-emp-inc,116133,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,57,United-States,<=50K
+13146,56,Self-emp-not-inc,196307,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+3068,37,Private,177181,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74277,26,Private,324854,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+46649,23,Private,188505,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+54558,23,State-gov,502316,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48145,41,State-gov,26892,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68664,55,Private,102058,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+76801,39,Private,167728,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+78302,67,Local-gov,233681,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+54404,60,Private,26756,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+21698,54,Private,101890,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+23257,38,Private,192337,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,England,>50K
+47117,47,Private,340982,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,3103,0,40,Philippines,>50K
+39032,49,State-gov,102308,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+97387,19,Private,84747,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+93723,20,Private,197752,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+65364,66,Private,185336,HS-grad,9,Widowed,Sales,Other-relative,White,Female,0,0,35,United-States,<=50K
+29602,22,,289984,Some-college,10,Never-married,,Not-in-family,Black,Female,0,0,25,United-States,<=50K
+67567,51,Self-emp-not-inc,125417,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+12171,19,Private,278480,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22742,36,Private,146412,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+30415,33,Private,193042,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+61482,41,Private,53956,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1980,56,United-States,<=50K
+71467,90,Private,175491,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,9386,0,50,Ecuador,>50K
+49800,78,,33186,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+97334,36,Private,144154,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50733,30,Private,194901,Prof-school,15,Divorced,Sales,Own-child,White,Male,0,0,55,United-States,<=50K
+93496,35,Private,335777,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+39163,46,Private,139268,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+44059,38,Private,33887,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+3091,24,Private,283613,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+9785,40,Private,141245,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Puerto-Rico,<=50K
+78611,49,Private,298130,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13419,19,Private,186096,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+20116,77,Private,187656,Some-college,10,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,20,United-States,<=50K
+98242,46,Private,102308,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,56,United-States,>50K
+5207,41,Private,124639,Some-college,10,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+49721,28,Private,388112,1st-4th,2,Never-married,Farming-fishing,Unmarried,White,Male,0,0,77,Mexico,<=50K
+29275,21,Private,109952,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+386,24,Private,164529,12th,8,Never-married,Farming-fishing,Own-child,Black,Male,0,0,40,United-States,<=50K
+49950,36,Private,247750,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,45,United-States,<=50K
+71465,23,State-gov,103588,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+80696,38,Federal-gov,248919,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2051,40,United-States,<=50K
+11917,29,Self-emp-not-inc,178551,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56891,38,Private,136137,Some-college,10,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,>50K
+85447,47,Federal-gov,55377,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Male,0,0,40,United-States,>50K
+88257,39,Local-gov,177728,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53725,40,Local-gov,243580,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+57750,21,,188535,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+68623,32,Private,63910,HS-grad,9,Divorced,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+7026,23,Private,219535,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+95996,44,State-gov,180609,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+72313,37,Private,59313,Some-college,10,Separated,Other-service,Not-in-family,Black,Male,0,0,40,,<=50K
+22965,70,Private,170428,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,20,Puerto-Rico,<=50K
+54893,51,Private,102615,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1977,40,United-States,>50K
+84535,66,Private,193132,9th,5,Separated,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+77304,57,Self-emp-inc,124137,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+37466,36,Private,136629,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+78800,48,Self-emp-inc,148995,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+54975,24,,203076,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+63991,51,Private,63424,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+36258,43,Private,241895,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+31976,27,Private,266973,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+84598,32,Private,188048,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+62722,20,Private,366929,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+82781,33,Private,214129,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20572,19,Private,250818,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28265,32,Local-gov,240979,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+58678,35,Private,98283,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,India,>50K
+3502,26,Private,104746,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,60,United-States,<=50K
+17710,39,Private,103710,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,60,United-States,<=50K
+58613,24,Private,159580,Bachelors,13,Never-married,Other-service,Own-child,Black,Female,0,0,75,United-States,<=50K
+37872,45,Private,117409,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59924,20,Private,140001,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+9985,49,State-gov,31650,Bachelors,13,Married-civ-spouse,Prof-specialty,Other-relative,White,Female,0,0,45,United-States,<=50K
+84297,35,State-gov,80771,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5465,30,Private,66278,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37573,23,Private,107801,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,1617,25,United-States,<=50K
+80157,33,Private,206609,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+29622,35,Private,282461,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+16319,31,Private,188246,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+53482,20,Private,279763,11th,7,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,25,United-States,<=50K
+59558,44,Private,467799,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25877,33,Self-emp-not-inc,137674,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+55536,50,Private,158284,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+99093,25,Private,204219,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+5062,28,State-gov,210498,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+72814,60,Federal-gov,63526,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+63379,38,Federal-gov,216924,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95815,38,Private,372559,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+93683,57,Federal-gov,199114,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,2258,40,United-States,<=50K
+10076,50,Private,168539,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92931,39,Local-gov,189911,11th,7,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+44319,69,Local-gov,61958,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,1424,0,6,United-States,<=50K
+16986,51,State-gov,68898,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,0,2444,39,United-States,>50K
+90947,42,Private,204450,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+34050,53,Private,311350,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+68092,37,Private,113750,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+96484,37,Private,359591,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74029,38,Private,132879,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+1657,20,Private,301199,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+40626,38,State-gov,267540,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+60947,52,Private,185407,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,Poland,>50K
+78736,48,Self-emp-inc,191277,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+52570,30,Private,78980,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+97083,37,Self-emp-not-inc,241463,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,65,United-States,>50K
+54149,47,Private,216999,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+47093,33,Local-gov,120508,Bachelors,13,Divorced,Protective-serv,Unmarried,White,Female,0,0,60,Germany,<=50K
+73216,33,Private,122612,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Thailand,<=50K
+43652,20,Private,94057,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+1311,41,State-gov,197558,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61096,32,Private,351869,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1485,45,United-States,>50K
+82568,54,Self-emp-not-inc,121761,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,,<=50K
+49178,36,Federal-gov,184556,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+77843,46,Private,268281,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3812,45,Private,235646,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+74727,18,Private,186909,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+54506,62,Private,35783,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+48348,33,Private,188861,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+18523,42,Private,363591,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+97060,18,Private,469921,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+20227,32,Private,51150,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+82459,43,Private,174325,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+71494,20,Private,347530,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+20894,50,Private,72351,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+34965,42,Local-gov,185129,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,,>50K
+92050,36,Private,188571,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68422,22,Private,255252,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+45725,30,Private,291951,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+30529,33,Self-emp-not-inc,223046,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50716,43,Local-gov,37937,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,43,United-States,<=50K
+2806,38,Private,295127,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+57236,34,Local-gov,183801,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,14,United-States,<=50K
+74773,40,Private,116218,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+17337,40,Private,143069,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+49768,41,Local-gov,235951,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+92758,57,Private,112840,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+58250,65,Local-gov,146454,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1648,4,Greece,<=50K
+11547,52,Federal-gov,43705,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+39941,59,Private,122283,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,40,India,>50K
+33704,18,Private,376647,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,2176,0,25,United-States,<=50K
+96295,48,Private,101299,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+8858,45,Private,96798,5th-6th,3,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+56562,24,Private,194654,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+27318,27,State-gov,206889,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3627,40,Private,226902,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+87649,44,State-gov,150755,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,5013,0,40,United-States,<=50K
+37100,24,Private,200679,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,50,United-States,<=50K
+30696,71,Private,183678,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,16,United-States,<=50K
+93080,17,Private,33138,12th,8,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+99158,57,Self-emp-not-inc,57071,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,40,United-States,<=50K
+72598,71,,35303,Bachelors,13,Married-civ-spouse,,Husband,White,Male,9386,0,30,United-States,>50K
+6391,37,Private,188576,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+25384,33,Private,169496,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+74688,41,Private,58124,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+16420,25,Private,356344,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+38014,42,Self-emp-not-inc,444134,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,15,United-States,<=50K
+21541,18,,340117,11th,7,Never-married,,Unmarried,Black,Female,0,0,50,United-States,<=50K
+19204,34,Private,219619,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17894,57,,334585,10th,6,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+20862,27,Local-gov,331046,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+81558,46,,443179,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+25376,64,,239529,11th,7,Widowed,,Not-in-family,White,Female,3674,0,35,United-States,<=50K
+76614,24,Private,100345,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+40790,23,Private,205653,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+40372,33,Private,112383,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+93211,58,Self-emp-inc,21626,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,2202,0,56,United-States,<=50K
+11939,25,Private,135568,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+74274,44,Private,190532,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+92101,53,Federal-gov,266598,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+43580,38,Local-gov,116608,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+51437,36,Private,353263,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+93096,25,State-gov,157617,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9763,54,Federal-gov,21698,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+54202,31,Private,77143,12th,8,Separated,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+36359,18,State-gov,342852,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+72838,40,Private,176602,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+81636,26,Private,146343,Some-college,10,Married-civ-spouse,Sales,Wife,Black,Female,0,0,40,United-States,<=50K
+79370,68,,146645,Doctorate,16,Married-civ-spouse,,Husband,White,Male,20051,0,50,United-States,>50K
+94376,33,Private,221966,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,2202,0,50,United-States,<=50K
+48918,22,Private,215546,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+44055,50,State-gov,173020,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96872,24,,247734,Bachelors,13,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+41550,44,Private,252202,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24444,37,Private,497300,HS-grad,9,Never-married,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+32012,34,Self-emp-not-inc,426431,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63894,45,Federal-gov,162410,Some-college,10,Widowed,Tech-support,Not-in-family,White,Female,0,0,45,United-States,>50K
+13140,77,,143516,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,>50K
+35227,25,Private,190350,10th,6,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+91933,20,Private,194504,Some-college,10,Separated,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+90740,46,Federal-gov,110884,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+31196,26,Private,187652,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+84343,45,Private,81400,1st-4th,2,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,El-Salvador,<=50K
+24613,70,,97831,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,4,United-States,<=50K
+28149,57,Private,180920,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+79197,28,Private,189186,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68097,35,,144172,Assoc-acdm,12,Married-civ-spouse,,Wife,White,Female,0,0,16,United-States,<=50K
+48984,36,Private,607848,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,45,United-States,>50K
+16710,32,Private,207301,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40797,29,Private,293073,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+7152,36,Private,210452,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+3609,19,Private,41400,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+51464,27,Private,164170,Bachelors,13,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,0,0,20,Philippines,<=50K
+35011,48,Private,112906,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+90170,49,Self-emp-not-inc,126268,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+21774,55,Private,208311,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,20,United-States,>50K
+61606,61,Private,28291,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,82,United-States,<=50K
+94233,42,Local-gov,121998,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+6773,42,Federal-gov,31621,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92240,30,Local-gov,108386,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+49434,32,Self-emp-not-inc,134727,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47036,37,Private,208391,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+51169,35,Private,112271,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+7996,30,Private,173350,Assoc-voc,11,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60746,30,Private,243190,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,20,India,>50K
+92365,55,Private,185436,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+53144,36,Private,290409,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+76652,33,Private,80058,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,48,United-States,<=50K
+72201,56,Local-gov,370045,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+32667,26,Private,36936,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,40,United-States,<=50K
+23854,37,Private,231180,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+36349,28,Private,119793,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,60,United-States,<=50K
+11038,38,Private,102178,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+59809,76,,135039,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+12243,35,,317780,Some-college,10,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+19264,48,Private,232840,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+67656,35,Private,33975,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89385,39,Local-gov,256997,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45224,64,Private,298301,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+71384,22,Private,310380,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+89373,45,Local-gov,182100,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+82850,27,Private,501172,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Mexico,<=50K
+81540,43,State-gov,143939,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,>50K
+61522,23,Private,85088,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,37,United-States,<=50K
+94297,25,Private,282313,10th,6,Never-married,Handlers-cleaners,Own-child,Black,Male,0,1602,40,United-States,<=50K
+32572,39,Private,230054,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+26929,63,Private,236338,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,35,United-States,<=50K
+5245,37,Private,321943,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+7256,26,Federal-gov,218782,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Other,Male,0,0,40,United-States,<=50K
+7562,33,Private,191385,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Canada,<=50K
+884,45,Self-emp-inc,185497,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,70,,<=50K
+23771,28,Private,126129,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+11305,20,Private,199268,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+89845,34,Private,255693,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+40236,34,Private,203488,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+14433,41,Private,203233,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+17791,38,Private,203836,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+84430,36,Private,187847,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+13944,38,Private,116358,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+47867,46,Self-emp-inc,198660,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,72,United-States,>50K
+2776,43,Self-emp-not-inc,89636,Bachelors,13,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,60,South,<=50K
+16162,49,Private,120629,Some-college,10,Widowed,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+10299,26,Local-gov,150226,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+69266,28,Private,137898,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+71914,54,Self-emp-inc,146574,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+28395,53,Private,88725,HS-grad,9,Never-married,Craft-repair,Not-in-family,Other,Female,0,0,40,,<=50K
+31942,24,Private,142022,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+23223,23,Private,284898,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,30,United-States,<=50K
+55759,55,Local-gov,212448,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59304,58,Self-emp-not-inc,203039,9th,5,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28620,26,Private,227489,HS-grad,9,Never-married,Tech-support,Other-relative,Black,Male,0,0,40,,<=50K
+12760,19,Private,105289,10th,6,Never-married,Other-service,Other-relative,Black,Female,0,0,20,United-States,<=50K
+42253,28,,223745,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+30431,45,Private,242994,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,52,United-States,<=50K
+103,30,Private,196385,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+17931,76,Private,116202,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,33,United-States,<=50K
+18634,47,Private,140045,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+51208,34,Private,133503,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+69310,40,Private,226585,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+89563,24,Private,85041,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+61708,30,Private,162442,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,50,United-States,>50K
+31934,67,Private,279980,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,10605,0,10,United-States,>50K
+2609,24,Private,216563,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+488,43,Local-gov,231964,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+3731,29,Private,263855,12th,8,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+32096,40,Private,124915,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+71767,61,Federal-gov,178312,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+85360,45,Local-gov,215862,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+87309,21,State-gov,39236,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+17100,58,Private,349910,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+27698,52,Private,75839,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+80878,34,Private,176711,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+64264,20,Private,266525,Some-college,10,Never-married,Prof-specialty,Other-relative,Black,Female,594,0,20,United-States,<=50K
+76596,25,,34307,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51675,46,Private,331776,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+54236,54,Private,111469,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72138,43,State-gov,198965,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+38235,25,Private,288185,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+99406,21,Private,198050,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+72267,65,Private,242580,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,11678,0,50,United-States,>50K
+21523,37,Private,173128,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37533,29,Private,87905,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,10520,0,40,United-States,>50K
+53373,44,Private,173704,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+13189,37,Federal-gov,93225,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+75389,38,Private,323269,Some-college,10,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+87728,35,Private,158046,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5013,0,70,United-States,<=50K
+30141,32,Private,133503,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+95966,44,Self-emp-not-inc,172296,Some-college,10,Separated,Sales,Unmarried,White,Male,0,0,60,United-States,<=50K
+75329,39,,201105,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,30,United-States,<=50K
+46195,23,Private,176486,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+31185,25,Self-emp-inc,182750,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+47577,23,Private,82497,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,28,United-States,<=50K
+11163,47,Private,208872,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96180,47,Private,145269,11th,7,Divorced,Craft-repair,Not-in-family,White,Female,0,0,45,United-States,<=50K
+60466,25,Private,19214,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31655,35,Private,149347,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+50661,68,,53850,7th-8th,4,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+34522,50,Private,158294,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,40,United-States,>50K
+41170,47,Private,152073,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+3494,35,Private,189623,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+85441,24,Private,341368,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53861,21,Private,201603,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,2176,0,40,United-States,<=50K
+70487,35,Private,270572,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+38970,30,Private,285295,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+47503,17,Private,126779,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+31668,49,,202874,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,Columbia,<=50K
+53420,27,Private,373499,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,60,El-Salvador,<=50K
+88356,22,Private,244773,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,15,United-States,<=50K
+59102,22,State-gov,96862,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+16249,50,Private,162632,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,2,United-States,<=50K
+42613,51,Self-emp-not-inc,159755,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+53309,27,Private,37088,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,<=50K
+84109,27,Private,335421,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+74526,23,Never-worked,188535,7th-8th,4,Divorced,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+13412,20,State-gov,349365,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54003,42,Private,33002,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+69022,32,Private,330715,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+26708,45,Private,146857,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+12154,35,Private,275522,7th-8th,4,Widowed,Other-service,Unmarried,White,Female,0,0,80,United-States,<=50K
+16465,22,Private,43646,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+61287,34,Private,154548,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+78645,28,Private,47907,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73949,38,Private,238397,Bachelors,13,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,24,United-States,<=50K
+29737,48,Local-gov,195949,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,42,United-States,>50K
+232,22,,354351,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66314,34,Private,349169,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+44494,25,Private,158662,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,50,United-States,>50K
+97541,23,Local-gov,23438,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37221,38,Private,107302,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+72531,43,Private,174196,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36168,49,Local-gov,226871,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+30864,23,Private,124971,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71200,57,Private,214061,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97002,24,Private,441700,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+53466,44,Self-emp-inc,104892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,58,United-States,>50K
+42883,34,Private,234386,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+66137,29,Local-gov,188278,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+27209,29,Private,244395,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+72921,35,Private,30916,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+26363,48,Private,219565,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50399,38,Private,377486,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,36,United-States,<=50K
+91069,42,Local-gov,137232,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,50,United-States,<=50K
+80297,53,Private,233369,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+22741,29,Private,71067,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+37130,59,Private,195176,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,72,United-States,<=50K
+51739,31,Private,98639,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+17621,34,Private,183778,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9205,51,Private,123011,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,2559,50,United-States,>50K
+58548,25,Private,164938,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,4416,0,40,United-States,<=50K
+21013,28,,147471,HS-grad,9,Divorced,,Own-child,White,Female,0,0,10,United-States,<=50K
+56077,30,Private,206046,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+61692,46,Private,81497,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,48,United-States,<=50K
+99247,45,Private,189225,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+23618,23,Private,141264,Some-college,10,Never-married,Exec-managerial,Other-relative,Black,Female,0,0,40,United-States,<=50K
+18069,33,Private,97939,Assoc-acdm,12,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,42,United-States,<=50K
+4140,44,Private,160829,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,20,United-States,>50K
+73408,25,Private,483822,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+67595,48,State-gov,148738,Some-college,10,Divorced,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+41595,23,Private,289982,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69480,33,Self-emp-not-inc,58702,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,3103,0,50,United-States,>50K
+78671,20,Private,146706,Some-college,10,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,30,United-States,<=50K
+80982,23,Private,420973,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18148,71,Private,124959,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44025,22,State-gov,121471,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53728,36,Private,198237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+18121,27,Private,280758,11th,7,Never-married,Craft-repair,Other-relative,White,Male,0,0,60,United-States,<=50K
+55990,40,Private,191544,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+15737,30,Private,261023,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,50,United-States,<=50K
+42945,30,State-gov,231043,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+51023,30,Private,340917,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32453,35,Private,167140,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+72738,39,Private,370795,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+96982,39,Federal-gov,209609,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+30843,74,Private,209454,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+87516,32,Self-emp-inc,78530,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+6143,25,Private,88922,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+12488,64,Private,86972,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+7690,47,Self-emp-not-inc,165468,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,United-States,>50K
+4751,37,Private,134367,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,37,United-States,>50K
+10559,47,Private,199058,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+6426,33,Private,183612,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+73493,40,Private,191982,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+67015,22,Private,514033,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,80,United-States,<=50K
+21835,56,Private,172364,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+58175,37,Private,190105,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,55,United-States,<=50K
+27660,30,Self-emp-inc,119422,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+95236,20,Private,236592,12th,8,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,Italy,<=50K
+63940,53,State-gov,43952,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,38,United-States,>50K
+44269,43,Private,194636,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+14249,23,Private,235853,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+68265,43,Self-emp-not-inc,150528,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+54334,30,Private,213722,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+83144,20,Private,41432,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,46,United-States,<=50K
+61333,22,Private,285775,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+38248,38,Private,470663,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+72382,54,Self-emp-not-inc,114520,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+42550,23,Private,113466,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23163,46,Private,224559,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+17285,59,Private,186385,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+15005,28,,167094,10th,6,Divorced,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+73028,18,,216508,12th,8,Never-married,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+53577,41,Local-gov,384236,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76934,42,Private,181265,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+3820,58,Private,190997,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+12066,24,Private,98287,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+13877,39,Private,103456,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+79341,28,Private,184723,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,1980,35,United-States,<=50K
+38755,25,Private,165622,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+68498,29,Private,101597,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,54,United-States,<=50K
+51370,53,Private,146378,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29153,63,Local-gov,152163,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+13573,26,State-gov,106812,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+6585,21,Private,148211,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,3674,0,50,United-States,<=50K
+83942,45,Private,187581,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+7918,29,Private,135296,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+32696,72,Local-gov,144515,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1258,40,United-States,<=50K
+63616,51,Private,210736,10th,6,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+9253,21,Private,210165,9th,5,Married-spouse-absent,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+12922,38,Private,224584,Some-college,10,Divorced,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13025,38,Private,80771,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+74426,46,Private,164733,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,41,United-States,<=50K
+81620,31,Self-emp-not-inc,119411,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,>50K
+3558,68,Local-gov,177596,10th,6,Separated,Other-service,Not-in-family,Black,Female,0,0,90,United-States,<=50K
+15965,43,,396116,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+14101,21,Private,185251,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+13320,44,Private,173590,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,3,United-States,<=50K
+78936,56,Federal-gov,196307,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+69050,20,,293091,HS-grad,9,Never-married,,Own-child,White,Male,0,0,12,United-States,<=50K
+47176,36,Private,175232,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+53268,21,Private,51047,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+9501,21,Private,334618,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Female,99999,0,40,United-States,>50K
+86373,52,Local-gov,152795,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+30560,56,Self-emp-inc,205601,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+36308,52,Private,129177,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,2824,20,United-States,>50K
+62809,51,Self-emp-not-inc,121548,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+66091,29,Private,244566,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+18954,36,Private,75073,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+81660,29,Private,179008,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+31466,21,Private,170800,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+47306,58,Private,373344,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+86616,37,Private,127961,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57700,50,Private,99392,Some-college,10,Divorced,Craft-repair,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+73819,30,Private,392812,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,Germany,<=50K
+67299,29,Private,262478,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,30,United-States,<=50K
+88185,48,Self-emp-not-inc,32825,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5388,50,Self-emp-not-inc,167380,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+42089,39,Private,203204,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,25,United-States,>50K
+70316,35,Federal-gov,105138,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+9113,54,Private,145714,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,7688,0,25,United-States,>50K
+99285,24,Private,182276,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+89940,20,Private,275385,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,45,United-States,<=50K
+78443,30,Self-emp-not-inc,292472,Some-college,10,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,55,United-States,>50K
+11879,19,Self-emp-not-inc,73514,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,30,United-States,<=50K
+61029,26,Private,199600,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+4444,38,Private,111499,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1977,99,United-States,>50K
+46161,25,Private,202560,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26951,33,Private,99309,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+27939,60,Local-gov,124987,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+63910,30,Private,287986,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98597,30,Private,119411,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71712,19,Private,198668,7th-8th,4,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59244,23,Private,117583,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+26254,27,Private,234664,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+45579,20,,114357,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39307,39,State-gov,176949,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,<=50K
+68477,33,Private,189710,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,Mexico,<=50K
+61361,65,Private,205309,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,24,United-States,<=50K
+78587,34,Private,195576,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96559,20,Private,216825,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,25,Mexico,<=50K
+81673,23,,329174,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29891,25,Private,197036,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+726,28,Private,181291,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1564,50,United-States,>50K
+94289,31,Private,206512,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+46823,28,State-gov,38309,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,6849,0,40,United-States,<=50K
+75414,37,Private,312766,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97248,52,Private,139671,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+28366,66,Federal-gov,38621,Assoc-voc,11,Widowed,Other-service,Unmarried,Black,Female,3273,0,40,United-States,<=50K
+29469,31,Private,124827,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32866,37,Private,77820,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+78186,45,Federal-gov,56904,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,5013,0,45,United-States,<=50K
+68799,45,Private,190115,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+46825,44,Private,106682,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+17368,32,Local-gov,42596,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1359,35,Private,143058,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,>50K
+20607,53,Private,102615,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,Canada,<=50K
+39479,54,Private,139703,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,Germany,>50K
+29742,43,Private,240124,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41277,30,Private,132565,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+12692,49,Private,323798,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,3325,0,50,United-States,<=50K
+82891,52,Private,96359,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,57,United-States,>50K
+5456,20,Private,165201,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,4,United-States,<=50K
+65186,60,Federal-gov,165630,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+85418,45,Private,264526,Assoc-acdm,12,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+73024,48,Private,102359,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+47184,28,Private,37359,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+64512,61,,232618,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+47771,48,Local-gov,115497,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+82783,32,Private,157747,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+75530,27,Self-emp-not-inc,41099,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+35095,38,Private,472604,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,Mexico,<=50K
+85018,33,Private,348618,5th-6th,3,Married-spouse-absent,Transport-moving,Unmarried,Other,Male,0,0,20,El-Salvador,<=50K
+93635,43,Private,135606,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+44044,36,Private,248445,HS-grad,9,Separated,Transport-moving,Other-relative,White,Male,0,0,60,Mexico,<=50K
+76989,38,Private,112093,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15702,24,Local-gov,197552,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12105,22,Private,303822,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+28130,30,Private,288566,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5487,55,,487411,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+16864,46,Self-emp-not-inc,43348,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+2293,39,State-gov,239409,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+6067,50,Private,337606,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1485,40,United-States,<=50K
+58199,34,Private,32528,Assoc-voc,11,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,974,40,United-States,<=50K
+47423,47,State-gov,118447,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+76616,46,Private,234690,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+71929,23,,141003,HS-grad,9,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+35628,43,Private,216042,Some-college,10,Divorced,Tech-support,Own-child,White,Female,0,1617,72,United-States,<=50K
+34456,45,Private,190482,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+87181,55,Private,381965,Bachelors,13,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+25698,68,Private,186943,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+40858,39,Private,142707,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+30736,39,Private,53447,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89089,37,Private,127772,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27140,19,Private,344414,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+32845,20,Private,194138,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+49002,49,,558183,Assoc-voc,11,Married-spouse-absent,,Unmarried,White,Female,0,0,40,United-States,<=50K
+61763,33,Private,150154,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81638,21,Private,306114,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+43462,72,,177121,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,3,United-States,<=50K
+68703,58,Local-gov,368797,Masters,14,Widowed,Prof-specialty,Unmarried,White,Male,0,0,35,United-States,>50K
+39817,43,Self-emp-inc,175715,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+1101,62,Private,416829,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,21,United-States,<=50K
+95851,21,Private,350001,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+75297,26,Private,339952,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+86592,27,Private,114967,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88669,34,Private,164190,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,38,United-States,>50K
+88457,49,Local-gov,166039,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+45332,28,Private,250135,HS-grad,9,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+6642,34,Self-emp-not-inc,234960,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1887,48,United-States,>50K
+38219,29,Private,103628,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+52992,58,Private,430005,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+64041,45,Self-emp-inc,106517,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96623,47,Self-emp-not-inc,162236,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61283,53,Private,92430,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+82523,52,Local-gov,40641,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+30903,47,Private,169388,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,15,United-States,<=50K
+62046,36,Local-gov,410034,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+27514,48,Private,237525,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,65,United-States,>50K
+22597,35,Private,150057,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+96963,49,Private,148549,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+53142,43,Private,75742,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+95942,33,Private,177675,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,>50K
+170,49,Local-gov,193249,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+18330,17,Private,266072,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,20,El-Salvador,<=50K
+6074,28,,80165,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+90248,25,Private,339324,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90252,69,,111238,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+26831,41,Self-emp-not-inc,284086,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+97938,31,Private,206051,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+5674,57,Private,426263,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+89574,49,Private,102583,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,44,United-States,>50K
+70035,40,Private,277647,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+94467,55,Private,124808,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,Germany,>50K
+98508,47,Private,193061,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+51605,50,Private,121411,12th,8,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63952,36,Private,89202,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+25025,17,Private,232900,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+67645,30,Local-gov,319280,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+86807,79,,165209,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+86209,42,Private,193494,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+25907,67,Self-emp-not-inc,195066,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+80332,36,Private,99146,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+52152,35,Private,92028,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+61703,27,Private,174419,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16029,21,Private,57916,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+1451,46,Private,383384,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+91583,45,Private,198223,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,45,United-States,>50K
+48580,20,Private,109813,11th,7,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+69373,17,Private,174298,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+88071,40,Private,45687,Some-college,10,Divorced,Other-service,Not-in-family,Black,Male,4787,0,50,United-States,>50K
+7451,28,Private,263614,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+89451,33,Private,96128,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+50309,55,Private,220262,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73773,55,Self-emp-not-inc,35340,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+75921,47,Private,280483,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+8482,52,Self-emp-inc,254211,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+29326,29,Private,351324,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+21112,36,Private,58602,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+55160,37,Private,64922,Bachelors,13,Separated,Other-service,Not-in-family,White,Male,0,0,70,England,<=50K
+50050,41,Federal-gov,185616,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,1980,40,United-States,<=50K
+59417,43,Private,185832,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+54502,24,Private,254767,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,2105,0,50,United-States,<=50K
+97137,39,Federal-gov,32312,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+10813,47,Self-emp-not-inc,109421,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+43701,42,Private,183205,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+51991,39,Private,156897,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,2258,42,United-States,>50K
+47464,48,Local-gov,145886,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,<=50K
+6797,47,Local-gov,29819,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1977,50,United-States,>50K
+34728,27,Private,244566,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+31148,29,Private,253801,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Ecuador,<=50K
+45014,22,Private,181313,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+3818,37,State-gov,150566,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+34855,38,Private,237713,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+9087,32,Private,112137,Preschool,1,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,4508,0,40,Cambodia,<=50K
+61781,48,Local-gov,187969,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,80,United-States,<=50K
+22733,46,Self-emp-not-inc,224108,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+49826,51,Private,174754,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+25747,28,Self-emp-inc,219705,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,55,United-States,<=50K
+34008,35,Private,167062,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+40045,18,Private,190325,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+63333,45,Private,108859,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+62480,36,Self-emp-not-inc,344351,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+54997,73,Private,153127,Some-college,10,Widowed,Priv-house-serv,Unmarried,White,Female,0,0,10,United-States,<=50K
+38256,52,Private,180881,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+45161,17,Private,183066,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+91618,29,Federal-gov,339002,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+58665,31,Private,185480,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,,>50K
+27329,20,Private,172047,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+95659,42,Private,94600,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+10759,37,Private,302604,Some-college,10,Separated,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+95573,40,Private,248094,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+92851,32,Private,36467,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+84162,29,Private,53181,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+94663,20,Private,181032,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+17391,26,Private,248990,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+78168,25,Private,40512,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,3674,0,30,United-States,<=50K
+33440,37,Private,117381,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,80,United-States,>50K
+34034,18,,173125,12th,8,Never-married,,Own-child,White,Female,0,0,24,United-States,<=50K
+42914,33,,316663,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,50,United-States,<=50K
+17233,26,Private,154966,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+23166,24,Private,198259,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+34060,33,Private,167939,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+55159,23,Private,131275,HS-grad,9,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+85443,20,,236523,10th,6,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+97628,36,Private,272950,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+37027,37,Private,174503,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+44977,24,Private,116800,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,35,United-States,<=50K
+9956,38,Private,110713,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+9068,50,Private,202044,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+5957,44,Private,300528,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+49496,46,Private,54985,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+91632,57,Private,133126,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+25803,37,Private,74593,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+63078,44,Private,302424,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,55,United-States,<=50K
+41596,21,Private,344492,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+59542,31,Private,349148,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+67388,32,Private,222221,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,42,United-States,>50K
+4192,45,Private,234699,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,60,United-States,>50K
+65397,20,Local-gov,243178,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+34950,52,Private,189728,HS-grad,9,Separated,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+47126,47,Self-emp-not-inc,318593,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+29173,41,Private,108681,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+13269,40,Private,187376,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+15369,41,State-gov,75409,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+25867,46,Private,172581,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+2099,49,Private,266150,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+81282,65,Private,271092,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,,<=50K
+84601,50,Private,135643,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+18127,59,Private,46466,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+64288,18,Private,130652,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+74897,47,Local-gov,114459,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+20879,47,,109832,HS-grad,9,Married-civ-spouse,,Husband,White,Male,5178,0,30,Canada,>50K
+61299,45,Private,195554,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+59175,17,Private,244589,11th,7,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+60584,45,Self-emp-inc,271901,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,32,United-States,>50K
+11929,73,Private,139978,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+63350,48,Private,180446,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+33806,64,,178724,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+51438,38,State-gov,341643,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+54007,37,Federal-gov,289653,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+67828,62,Self-emp-inc,118725,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,20051,0,72,United-States,>50K
+16919,26,Private,187891,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+51029,46,Self-emp-inc,116338,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+12967,46,Private,102771,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+84113,51,Private,89652,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,4787,0,24,United-States,>50K
+61910,54,Federal-gov,439608,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+760,65,Private,330144,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+61150,29,Private,251905,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+57601,37,Private,218955,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+25939,36,Self-emp-not-inc,188972,Doctorate,16,Separated,Prof-specialty,Unmarried,White,Female,0,0,10,Canada,<=50K
+54424,60,Self-emp-not-inc,25825,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+53501,33,Private,202046,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+94509,62,Private,116104,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,Germany,<=50K
+74978,20,Private,194891,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42879,37,Private,125550,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,14084,0,35,United-States,>50K
+10730,66,Private,116468,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,2936,0,20,United-States,<=50K
+16691,32,,285131,Assoc-acdm,12,Never-married,,Unmarried,White,Male,0,0,20,United-States,<=50K
+27096,29,State-gov,409201,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+89274,70,Self-emp-inc,379819,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,10566,0,40,United-States,<=50K
+18047,74,Private,97167,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,15,United-States,<=50K
+88850,37,Local-gov,244803,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+99766,51,Self-emp-not-inc,115851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21103,50,Private,118058,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+92369,42,Private,258589,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+36666,26,Private,158810,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,<=50K
+25244,27,Local-gov,92431,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,2231,40,United-States,>50K
+86011,58,Self-emp-not-inc,165695,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+43168,30,,97281,Some-college,10,Separated,,Not-in-family,White,Male,0,0,60,United-States,<=50K
+15409,32,Private,244147,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+94467,66,Self-emp-inc,253741,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1825,10,United-States,>50K
+47110,23,Private,170482,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+32332,35,Private,241001,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,<=50K
+36303,50,Private,165001,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+53854,17,,297117,11th,7,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+38952,35,Private,340260,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,48,United-States,<=50K
+9015,31,Private,96480,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+20196,30,Private,185177,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,49,United-States,<=50K
+99332,84,Self-emp-inc,172907,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+1610,35,Self-emp-not-inc,308874,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+2030,45,Self-emp-not-inc,54098,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+17692,46,Private,288608,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+51492,50,Local-gov,254148,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+58149,37,Private,111128,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8961,32,Private,171116,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+87429,53,Self-emp-inc,96062,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,48,United-States,>50K
+44631,27,Federal-gov,276776,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+66990,22,Private,152878,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75484,29,Private,149211,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+42199,35,Private,58343,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+61153,38,Private,127601,Some-college,10,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,35,United-States,<=50K
+79565,29,Private,357781,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+43672,26,Private,137367,Some-college,10,Never-married,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,0,0,44,Philippines,<=50K
+48372,34,Private,110978,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+10828,31,Private,34503,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+43362,30,Private,84119,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+24474,20,Private,223515,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+18681,37,Private,372525,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,0,0,48,United-States,<=50K
+84860,32,Private,116365,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+15157,36,Private,111268,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+99673,54,Private,225599,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,7298,0,40,India,>50K
+35989,78,,83511,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,Portugal,<=50K
+18997,46,Self-emp-not-inc,199596,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+12426,18,Private,301867,HS-grad,9,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+29248,57,Private,191983,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+50809,37,Private,105803,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+11021,43,Private,456236,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+72023,45,Private,116255,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+18222,32,Private,235109,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8986,38,Federal-gov,91716,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+76604,25,Private,121102,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,2001,30,United-States,<=50K
+83586,70,Private,235781,Some-college,10,Divorced,Farming-fishing,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+89239,40,Private,136986,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+24298,40,Self-emp-not-inc,33658,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57480,20,Private,53878,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+57059,29,Private,200928,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+95617,24,Private,173736,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+37703,28,Private,214385,Assoc-voc,11,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+74877,58,Private,102509,10th,6,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+77848,38,Private,173047,Bachelors,13,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,213,40,Philippines,<=50K
+48150,59,Self-emp-not-inc,241297,Some-college,10,Widowed,Farming-fishing,Not-in-family,White,Female,6849,0,40,United-States,<=50K
+53,18,Private,329054,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+41835,40,Private,274158,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+3886,39,Self-emp-inc,241153,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+1477,35,Private,200117,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,1887,50,,>50K
+26421,45,Private,229516,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,72,Mexico,<=50K
+63584,62,,250091,Bachelors,13,Divorced,,Not-in-family,White,Male,0,0,5,United-States,<=50K
+15502,24,State-gov,247075,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,20,United-States,<=50K
+11119,22,Private,315524,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,30,Dominican-Republic,<=50K
+85146,23,Private,126945,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+52907,39,Self-emp-not-inc,29874,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,>50K
+45758,28,Private,115579,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,38,United-States,<=50K
+56520,51,Private,29580,11th,7,Married-civ-spouse,Sales,Husband,White,Male,4386,0,30,United-States,>50K
+85390,44,Private,56483,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,37,United-States,<=50K
+86878,73,,89852,1st-4th,2,Married-civ-spouse,,Husband,White,Male,0,0,40,Portugal,<=50K
+61510,24,Private,420779,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,35,United-States,<=50K
+98132,24,Private,255474,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+49555,52,Private,241444,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,50,Puerto-Rico,<=50K
+89521,43,Private,85995,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18244,67,Self-emp-inc,116986,12th,8,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+35859,31,Private,217962,12th,8,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,,<=50K
+86424,36,Private,20507,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,50,United-States,>50K
+28973,43,Private,184099,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+64852,31,Private,117816,7th-8th,4,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,70,United-States,<=50K
+85766,23,Private,263899,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,Haiti,<=50K
+77546,26,Private,45869,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+48223,48,Private,186539,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+83872,40,Private,326310,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+32213,55,Local-gov,84564,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,39,United-States,<=50K
+65908,49,Private,247294,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+42506,34,Private,72793,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+23148,29,Private,261375,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,60,United-States,<=50K
+57263,50,Private,77905,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+80371,19,Private,66838,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,9,United-States,<=50K
+81745,63,State-gov,194682,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+76960,66,Private,180211,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,30,Philippines,<=50K
+23463,65,,79272,Some-college,10,Widowed,,Not-in-family,Asian-Pac-Islander,Female,0,0,6,United-States,<=50K
+71960,60,Private,101198,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+41468,60,Private,80574,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+87044,19,Private,198663,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+92010,26,Self-emp-inc,160340,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+40212,75,Self-emp-not-inc,205860,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1735,40,United-States,<=50K
+17980,58,State-gov,69579,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+56650,18,Self-emp-not-inc,379242,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+2045,65,Private,113323,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,3818,0,40,United-States,<=50K
+16003,50,Self-emp-not-inc,312477,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+90082,26,Private,259505,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+20016,45,Federal-gov,171335,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+81262,19,,541282,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+99045,29,Federal-gov,155970,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+68620,52,Private,99682,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,52,Canada,>50K
+95968,23,Private,117789,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+88945,21,Private,296158,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+13586,48,Local-gov,78859,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+17110,59,,188070,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,>50K
+29783,50,Private,189811,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+52549,41,State-gov,518030,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Male,0,1590,40,Puerto-Rico,<=50K
+88855,32,Private,360593,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+26252,40,Private,145504,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+65128,19,Private,459248,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+11354,30,,288419,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,40,Mexico,<=50K
+81078,42,State-gov,126094,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Male,0,0,39,United-States,<=50K
+1478,23,Private,209483,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,50,United-States,<=50K
+30740,37,Self-emp-not-inc,32239,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,27828,0,40,United-States,>50K
+68754,21,Private,210355,11th,7,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,24,United-States,<=50K
+22973,28,Private,84547,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+22962,50,,260579,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+17516,20,Private,105585,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+90605,21,Private,132320,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+82987,21,Private,129172,Some-college,10,Never-married,Other-service,Other-relative,White,Male,0,0,16,United-States,<=50K
+27652,45,Self-emp-not-inc,222374,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45292,49,Self-emp-inc,201498,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92649,53,Self-emp-inc,251675,Some-college,10,Divorced,Sales,Not-in-family,White,Male,8614,0,50,Cuba,>50K
+26639,41,Private,114157,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+14533,48,Local-gov,148121,Bachelors,13,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+50390,73,,84053,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+43014,34,Private,96480,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+92971,24,Private,179423,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+50618,58,State-gov,123329,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,16,United-States,<=50K
+42515,41,Private,134130,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+64942,53,Private,188644,Preschool,1,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+87264,40,Private,226388,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+59951,28,Self-emp-not-inc,209205,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+11854,32,Private,209808,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1740,47,United-States,<=50K
+24998,44,Self-emp-inc,56236,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,2202,0,45,United-States,<=50K
+4149,18,Private,28648,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+63788,37,State-gov,34996,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+77274,43,Private,281422,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+12888,22,Private,214716,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+87825,28,Private,314177,10th,6,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+6578,51,Private,112310,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+23752,63,Private,203783,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,72,United-States,<=50K
+35229,29,Private,205499,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+37127,44,Private,145441,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,48,United-States,>50K
+36698,44,Private,155701,7th-8th,4,Separated,Other-service,Unmarried,White,Female,0,0,38,Peru,<=50K
+23025,37,State-gov,186934,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+19324,62,Federal-gov,209433,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+39694,31,Private,80933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+80998,20,Private,102607,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+26828,48,Private,254809,10th,6,Divorced,Machine-op-inspct,Unmarried,White,Female,0,1594,32,United-States,<=50K
+61995,24,Self-emp-not-inc,102942,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+39087,56,State-gov,175057,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+99673,36,Federal-gov,68781,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+86917,29,Private,108594,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+3888,34,Private,98283,Prof-school,15,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,1564,40,India,>50K
+63343,39,Private,56269,Some-college,10,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+82429,29,Private,152503,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+16565,38,Self-emp-inc,206951,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+85755,23,Private,82393,9th,5,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,20,Philippines,<=50K
+46443,37,Private,167396,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Guatemala,<=50K
+14506,30,Self-emp-not-inc,123397,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+59690,58,,147653,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,36,United-States,<=50K
+91846,42,Private,118652,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+70005,59,Local-gov,114401,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,1504,19,United-States,<=50K
+77080,45,Private,186272,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,7298,0,40,United-States,>50K
+68788,46,Private,182689,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+8201,25,Private,231016,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,4650,0,37,United-States,<=50K
+78437,41,Self-emp-inc,60949,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+52042,49,Private,129513,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+95542,37,Private,84306,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+9297,31,Private,117507,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+33760,22,Private,88050,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,6,United-States,<=50K
+22540,22,Private,305498,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,33,United-States,<=50K
+47421,17,Private,295308,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,20,United-States,<=50K
+70622,47,Private,114459,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+75576,17,Private,176017,10th,6,Never-married,Other-service,Other-relative,White,Male,0,0,15,United-States,<=50K
+199,39,Private,248445,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+5778,23,Private,214542,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+48155,41,Private,384508,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+62114,36,Federal-gov,403489,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+34654,52,Private,143953,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+8138,21,Private,254904,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,30,United-States,<=50K
+32261,33,Private,98995,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,36,United-States,<=50K
+87163,17,,237078,11th,7,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+69644,41,Private,193995,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+6143,19,Private,205829,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+68860,38,Federal-gov,205852,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,>50K
+11030,24,Private,37072,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58287,38,Private,275338,Bachelors,13,Divorced,Sales,Unmarried,White,Female,1151,0,40,United-States,<=50K
+61492,39,State-gov,122353,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+21954,19,Private,100009,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+13156,31,,37030,Assoc-acdm,12,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+8027,42,Private,135056,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+43139,36,Private,135162,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,45,,<=50K
+55279,29,Private,280618,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+7705,17,Private,226717,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+53786,47,Local-gov,173938,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+64383,24,Private,291355,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+23751,61,Federal-gov,160155,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+85530,40,Self-emp-not-inc,29762,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+34212,31,,82473,9th,5,Divorced,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+86042,59,Private,172071,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,38,Jamaica,<=50K
+61491,29,Private,166210,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,55,United-States,<=50K
+90767,26,Private,330263,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38427,46,Private,247043,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+28430,56,Federal-gov,155238,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+95482,25,Private,130557,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95727,17,Private,56986,12th,8,Never-married,Sales,Own-child,White,Female,0,0,18,United-States,<=50K
+12649,29,Private,220692,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+91207,23,Private,121650,5th-6th,3,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,30,United-States,<=50K
+66592,67,Private,174603,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+8479,29,Private,341846,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+34405,33,Private,99339,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,880,40,United-States,<=50K
+13978,32,Private,34437,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+69222,34,Private,141058,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,62,Mexico,<=50K
+83295,49,Private,192323,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+83012,54,Self-emp-not-inc,117674,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+23481,39,Private,28572,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81284,41,Private,120277,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32341,31,Private,164309,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+66848,47,Federal-gov,102771,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+38382,27,Private,147951,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,1,United-States,<=50K
+71439,23,Private,188409,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,4508,0,25,United-States,<=50K
+7968,44,Private,173888,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,>50K
+4651,25,Private,247006,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+37491,23,Private,82889,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+23802,52,Private,259363,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+82555,62,Federal-gov,159165,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+95286,31,Private,112062,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89163,19,Private,299050,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+18419,22,,186452,Some-college,10,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+19119,53,Private,548580,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Guatemala,<=50K
+78005,25,Private,234057,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26179,45,Private,241350,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14657,69,Private,108196,9th,5,Never-married,Craft-repair,Other-relative,White,Male,2993,0,40,United-States,<=50K
+53714,49,Private,278322,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+91990,42,Private,157443,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,27,Taiwan,>50K
+34757,44,Self-emp-not-inc,37618,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+57415,56,Local-gov,238582,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,>50K
+94524,37,State-gov,28887,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+5799,37,Private,77820,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+93168,22,Private,110946,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37537,34,Local-gov,230420,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+2889,36,Private,206521,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38236,54,,156877,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,20,United-States,<=50K
+93811,28,Local-gov,283227,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+55172,28,Private,141957,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+59410,36,Private,58337,10th,6,Never-married,Sales,Unmarried,White,Female,0,0,35,,<=50K
+1806,73,Local-gov,161027,5th-6th,3,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,20,United-States,<=50K
+73771,37,Self-emp-not-inc,31670,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+93287,24,Private,205844,Bachelors,13,Never-married,Exec-managerial,Own-child,Black,Female,0,0,65,United-States,<=50K
+73551,30,State-gov,46144,HS-grad,9,Married-AF-spouse,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+53637,38,Private,168055,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+12167,50,Private,98350,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+66067,69,,182668,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,>50K
+76308,43,Private,208613,Prof-school,15,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,99999,0,40,United-States,>50K
+1466,42,Private,334522,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+31636,54,State-gov,187686,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+33630,27,State-gov,365916,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,58,United-States,<=50K
+22668,39,Private,190719,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+87666,27,Private,218184,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+21253,30,Private,222162,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,66,United-States,<=50K
+26461,30,Private,148524,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2057,40,United-States,<=50K
+28582,37,Private,267085,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7249,50,Federal-gov,307555,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+40061,36,Private,229180,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,Cuba,<=50K
+44401,22,Private,279041,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,10,United-States,<=50K
+84083,21,Private,312017,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88512,33,Private,54782,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1579,42,United-States,<=50K
+24256,76,Private,70697,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+91613,22,,263970,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,28,United-States,<=50K
+30777,37,Private,188774,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+95631,34,Private,302770,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+58723,29,Private,183639,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,97,United-States,<=50K
+11201,29,Private,178551,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+36181,28,Private,175343,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+26426,73,Self-emp-not-inc,190078,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+76073,43,Private,117627,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+11183,39,Private,108419,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47154,74,Private,183701,10th,6,Widowed,Other-service,Not-in-family,Black,Female,0,0,6,United-States,<=50K
+98688,27,State-gov,208406,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+14356,47,Private,148884,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+47701,90,Private,87285,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+68301,47,Private,199058,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+20547,42,Private,173628,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+55385,69,Private,370837,Bachelors,13,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72869,18,,179484,12th,8,Never-married,,Own-child,Other,Male,0,0,40,United-States,<=50K
+10351,23,Private,342769,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+90228,44,Local-gov,65145,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+74802,41,Private,150533,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,2829,0,40,United-States,<=50K
+37163,47,Local-gov,272182,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+28668,43,Private,403467,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,7688,0,40,United-States,>50K
+26632,33,Private,252168,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+18739,48,Private,80430,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+7600,39,Private,189623,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,60,United-States,<=50K
+82103,43,Private,115806,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,2547,40,United-States,>50K
+96558,18,,28357,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+30917,52,Private,226084,HS-grad,9,Widowed,Priv-house-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+41679,18,Private,150817,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+2816,27,Self-emp-inc,190911,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+19734,27,Self-emp-inc,120126,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,45,United-States,>50K
+26143,45,Local-gov,255559,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95981,79,,142370,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+17538,24,Private,173679,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+63251,25,Private,35854,Some-college,10,Married-spouse-absent,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+94027,42,Self-emp-not-inc,82161,10th,6,Widowed,Transport-moving,Unmarried,White,Male,0,0,35,United-States,<=50K
+52662,63,Self-emp-not-inc,129845,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65474,40,Private,226505,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,46,United-States,>50K
+20494,47,Private,151584,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+68582,42,Private,136419,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+95793,42,Private,66460,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+56898,63,Local-gov,379940,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+61627,37,Local-gov,102936,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+40839,65,Private,205309,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+40179,30,,156890,10th,6,Divorced,,Unmarried,White,Male,0,0,40,United-States,<=50K
+45242,62,Private,208711,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,50,United-States,>50K
+25459,46,Private,137547,HS-grad,9,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+14570,23,Private,220168,HS-grad,9,Never-married,Sales,Other-relative,Black,Female,0,0,25,Jamaica,<=50K
+4976,47,Local-gov,37672,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,<=50K
+87250,20,Private,196643,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+73294,21,,355686,HS-grad,9,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+21793,28,Private,197484,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+53731,61,Local-gov,115023,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+61396,30,State-gov,234824,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,72,United-States,<=50K
+85693,30,State-gov,361497,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+32371,29,Private,351871,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+49413,39,Private,324231,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+1726,23,Private,123490,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+61680,32,Private,188245,11th,7,Never-married,Priv-house-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+75108,63,Private,50349,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+97714,19,Self-emp-not-inc,47176,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,15,United-States,<=50K
+63051,57,State-gov,290661,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+90710,41,Private,221172,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+60354,23,Private,188950,Assoc-voc,11,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+18234,30,Private,356882,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+39719,43,Self-emp-inc,150533,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+77853,64,Self-emp-not-inc,167149,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+47489,56,Private,301835,5th-6th,3,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33538,32,Private,313729,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+19402,55,Private,130957,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+95543,17,Private,197732,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+65821,17,Private,250541,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+17843,29,Private,218785,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,65,United-States,<=50K
+36169,23,,232512,HS-grad,9,Separated,,Own-child,White,Female,0,0,40,United-States,<=50K
+65529,37,Private,194630,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+58932,39,Private,38721,HS-grad,9,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,22,United-States,<=50K
+47761,36,Private,201519,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+1553,50,Private,279337,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+86883,41,,27187,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,2415,12,United-States,>50K
+56755,31,Private,87560,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,50,United-States,<=50K
+68597,71,,100820,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,2489,15,United-States,<=50K
+22454,56,Private,208431,Some-college,10,Widowed,Exec-managerial,Not-in-family,Black,Female,0,0,32,United-States,<=50K
+81211,51,Private,143822,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+22287,20,Private,163205,Some-college,10,Separated,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+77734,53,Private,171924,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,14344,0,55,United-States,>50K
+57409,33,State-gov,137616,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+61246,27,Private,156516,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,2377,20,United-States,<=50K
+36787,40,Private,119101,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+90879,45,Private,117556,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,32,United-States,<=50K
+67070,54,Private,147863,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,5013,0,40,Vietnam,<=50K
+42195,33,Self-emp-not-inc,24504,HS-grad,9,Separated,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+42228,27,,157624,HS-grad,9,Separated,,Other-relative,White,Female,0,0,40,United-States,<=50K
+42698,36,Private,181721,10th,6,Never-married,Farming-fishing,Own-child,Black,Male,0,0,60,United-States,<=50K
+38601,42,Local-gov,55363,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+70617,33,Private,92865,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+87933,19,Private,258633,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,,<=50K
+7361,52,Federal-gov,221532,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+72534,41,Local-gov,183224,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,40,Taiwan,>50K
+40835,30,Private,381153,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89438,22,Private,300871,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+97566,47,Private,33710,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,60,United-States,>50K
+51024,26,Private,158333,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+7599,36,Private,288103,11th,7,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+15316,35,Private,108907,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+48145,46,Private,358533,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+41587,24,Private,126613,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,8,United-States,<=50K
+6343,30,Private,164190,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,52,United-States,>50K
+30736,38,Private,199816,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+47684,50,Private,98228,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+80285,41,Local-gov,129060,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+51106,38,Private,22245,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+8045,36,Private,226918,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+46340,47,Private,398652,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+29093,59,Private,268840,Some-college,10,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,16,United-States,>50K
+74529,35,,103710,Bachelors,13,Divorced,,Unmarried,White,Female,0,0,16,,<=50K
+2433,59,Private,91384,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+18929,52,Private,174767,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+8193,37,Self-emp-inc,126675,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+63135,52,Private,82285,Bachelors,13,Married-spouse-absent,Other-service,Other-relative,Black,Female,0,0,40,Haiti,<=50K
+12989,51,Private,177727,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+96253,67,Self-emp-not-inc,345236,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+80853,58,,347692,11th,7,Divorced,,Not-in-family,Black,Male,0,0,15,United-States,<=50K
+5306,68,Private,156000,10th,6,Widowed,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+38725,71,Private,228806,9th,5,Divorced,Priv-house-serv,Not-in-family,Black,Female,0,0,6,United-States,<=50K
+93971,49,Local-gov,184428,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+99649,35,Local-gov,102938,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+86904,18,Private,161063,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+87369,29,Private,253752,10th,6,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+47925,47,Self-emp-not-inc,274800,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+89774,31,Private,129804,9th,5,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+98081,22,Federal-gov,65547,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+54677,20,Private,107658,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,10,United-States,<=50K
+67099,57,Private,161097,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,26,United-States,<=50K
+81557,18,Private,118376,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+40406,32,Private,131224,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+31403,39,Private,120985,HS-grad,9,Divorced,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+18049,37,Private,215392,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91365,51,Private,63685,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,Cambodia,<=50K
+7300,48,Private,131826,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+95559,39,Private,211440,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+65014,35,Private,31023,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+69744,40,Private,145439,5th-6th,3,Married-civ-spouse,Other-service,Husband,Other,Male,4064,0,40,Mexico,<=50K
+67361,19,Private,255161,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+20902,28,Private,411950,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6973,23,Private,275818,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+14511,18,Private,318082,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+6779,23,Local-gov,287988,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86776,47,Local-gov,138342,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,3411,0,40,El-Salvador,<=50K
+98214,42,Federal-gov,115932,Bachelors,13,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+22383,25,Private,60358,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+58569,17,Private,140117,10th,6,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+48052,34,Private,158040,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+5294,30,Self-emp-inc,321990,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,,>50K
+85570,29,Private,232784,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+14819,22,Private,349368,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+97996,46,Federal-gov,325573,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15187,69,Private,140176,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+55770,50,Private,128478,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+16297,19,,318264,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+11809,59,Private,147989,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,<=50K
+74095,45,Federal-gov,155659,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+17629,41,State-gov,288433,Masters,14,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+5434,47,Federal-gov,329205,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+67306,64,Private,171373,11th,7,Widowed,Farming-fishing,Unmarried,White,Female,0,0,40,United-States,<=50K
+23887,29,Private,228860,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+99021,29,Private,196116,Prof-school,15,Divorced,Prof-specialty,Own-child,White,Female,2174,0,72,United-States,<=50K
+4283,17,Private,47771,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+41726,24,Private,201680,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,60,United-States,<=50K
+81838,28,Private,337378,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90449,35,Private,246449,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,3325,0,50,United-States,<=50K
+15193,48,Private,227714,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+20638,36,Private,177285,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,38,United-States,<=50K
+29062,38,Private,71701,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,Portugal,<=50K
+34215,49,Private,30219,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1669,40,United-States,<=50K
+99706,42,Private,280167,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93644,36,Self-emp-inc,27408,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+34094,25,Private,167031,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Columbia,<=50K
+8319,41,Private,173682,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+74332,35,Self-emp-not-inc,278557,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+54332,32,Private,113688,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+76468,41,Self-emp-not-inc,252986,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28908,48,Private,33669,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+88127,56,Private,100776,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+9203,47,Self-emp-not-inc,177457,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+43155,30,State-gov,312767,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+19773,51,Private,43354,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+47225,22,Self-emp-inc,375422,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,South,<=50K
+94239,49,Self-emp-not-inc,263568,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+80086,67,,74335,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,10,Germany,<=50K
+14517,26,Private,302097,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3464,0,48,United-States,<=50K
+61919,35,Private,248010,Bachelors,13,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+49250,37,,87369,9th,5,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+65025,34,Private,405577,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51794,51,State-gov,167065,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+23916,26,Private,102476,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44529,28,Federal-gov,526528,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,3887,0,40,United-States,<=50K
+44111,32,Private,175878,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+8744,55,Private,213894,11th,7,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+27795,17,Private,150262,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+66615,40,Private,75363,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+78313,38,Private,272671,Bachelors,13,Divorced,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+2686,67,Self-emp-inc,411007,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,15831,0,40,United-States,>50K
+10730,44,Private,222434,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+81271,26,Private,180246,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+41793,25,Private,171236,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+31091,45,Private,367037,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+75238,38,Private,304651,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+95404,62,Private,97017,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+23975,20,Private,146879,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+47464,45,State-gov,320818,Some-college,10,Married-spouse-absent,Other-service,Other-relative,Black,Male,0,0,40,Haiti,<=50K
+52517,47,Self-emp-not-inc,84735,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+65200,49,Private,184428,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39392,36,Private,326886,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+50271,24,,169624,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,37,United-States,<=50K
+25947,29,Private,212102,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+43196,23,Private,175837,11th,7,Never-married,Farming-fishing,Other-relative,White,Female,0,0,40,Puerto-Rico,<=50K
+83899,50,Private,177487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72822,44,Private,286750,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1902,40,United-States,>50K
+46747,44,Private,171424,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+91159,32,Private,194981,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,36,United-States,<=50K
+78057,73,Private,199362,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+28522,24,Private,204226,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34754,46,State-gov,72506,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+36734,61,Self-emp-inc,61040,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,36,United-States,>50K
+25591,37,Federal-gov,194630,Masters,14,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+74691,29,Private,391867,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+40094,40,Private,94080,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+81015,17,Private,289405,11th,7,Never-married,Machine-op-inspct,Own-child,Other,Male,0,0,12,United-States,<=50K
+80445,30,Private,170130,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+97787,19,Private,158118,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,1719,40,United-States,<=50K
+93092,30,Private,447739,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+54384,90,,39824,HS-grad,9,Widowed,,Not-in-family,White,Male,401,0,4,United-States,<=50K
+87980,76,,312500,5th-6th,3,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+21134,47,Private,223342,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,1504,35,United-States,<=50K
+96357,65,,293385,Preschool,1,Married-civ-spouse,,Husband,Black,Male,0,0,30,United-States,<=50K
+7364,25,Private,106377,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+31243,41,Private,66118,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+68924,47,Private,274883,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15880,27,Local-gov,123773,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+4300,42,Local-gov,70655,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+33465,49,Private,177426,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+27195,37,Private,200374,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+15926,19,State-gov,159269,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+85232,24,Private,235894,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+8823,34,Local-gov,97723,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+13252,33,Private,167309,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7094,44,Self-emp-not-inc,98106,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1284,37,Federal-gov,22201,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,7298,0,40,Philippines,>50K
+5426,45,Private,108993,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+84413,35,Private,265954,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+95036,58,Self-emp-inc,100960,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+61630,45,Private,170092,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+63952,54,Private,326156,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+88485,45,Private,216932,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+11975,69,Private,36956,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,50,United-States,>50K
+11273,24,Private,214014,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+34962,36,Private,99872,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+49273,61,State-gov,151459,10th,6,Never-married,Other-service,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+40396,57,Self-emp-inc,161662,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+81892,56,Private,367200,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+34879,35,Private,86648,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+80954,51,Local-gov,168539,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+28471,50,Private,140741,11th,7,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+46971,25,Private,197651,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,43,United-States,<=50K
+63397,46,Private,123053,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Japan,>50K
+70744,23,Private,330571,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+75827,44,Private,204235,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60478,38,State-gov,346766,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8350,35,,257250,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+64039,25,Private,163396,Some-college,10,Never-married,Tech-support,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+19319,78,,135839,HS-grad,9,Widowed,,Not-in-family,White,Female,1086,0,20,United-States,<=50K
+8860,18,Private,36251,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+67011,40,Private,149102,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,2174,0,60,Poland,<=50K
+68352,61,,222395,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+2432,31,State-gov,29152,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+49865,33,Private,79303,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+94640,35,Private,272338,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+20486,55,State-gov,200497,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+1831,19,Private,148392,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+16215,31,Private,164243,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+37528,43,State-gov,129298,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+33776,49,Local-gov,174981,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,47,United-States,>50K
+87744,48,Local-gov,328610,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+55248,27,Private,77774,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,34,United-States,<=50K
+39093,38,State-gov,134069,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+68159,35,Private,209214,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,4386,0,35,United-States,>50K
+42556,29,Private,153805,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Other,Male,0,0,40,Ecuador,<=50K
+15615,27,Private,168827,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,2,United-States,<=50K
+97891,31,Private,373432,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+74928,26,Private,57600,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+8949,53,Self-emp-not-inc,302847,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+34593,23,Private,227594,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+80413,32,Federal-gov,44777,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,46,United-States,<=50K
+56732,54,,133963,HS-grad,9,Widowed,,Own-child,White,Female,0,0,40,United-States,<=50K
+94085,36,Private,279615,Bachelors,13,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+38810,22,Private,276133,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+57721,62,Private,136314,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+84336,41,Private,204410,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,44,United-States,>50K
+9583,59,Self-emp-inc,223215,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+93813,43,Private,184625,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+51855,34,Self-emp-inc,265917,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+28251,27,Private,158647,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10284,35,Private,22055,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+75664,41,Local-gov,176716,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+8137,42,Private,270721,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,32,United-States,<=50K
+88907,24,Private,100321,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+65912,35,Private,79050,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,72,United-States,<=50K
+22976,40,Local-gov,42703,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+54098,46,Private,116952,7th-8th,4,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,<=50K
+7216,45,Private,331643,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+2211,33,Private,207937,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1092,40,United-States,<=50K
+16151,68,Private,223486,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,7,England,<=50K
+10261,33,Private,340332,Bachelors,13,Separated,Exec-managerial,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+59664,23,Private,184813,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+72003,42,Self-emp-not-inc,32185,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+87734,30,Private,197886,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+47027,35,State-gov,248374,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+15992,40,Private,382499,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+82990,36,State-gov,108320,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,5455,0,30,United-States,<=50K
+58224,46,Self-emp-inc,161386,9th,5,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,50,United-States,<=50K
+45989,49,Local-gov,110172,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+78118,41,Private,144032,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+86326,26,Private,224426,Masters,14,Never-married,Exec-managerial,Own-child,White,Male,0,0,38,United-States,<=50K
+67841,37,Private,230408,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+25458,50,Local-gov,20795,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+26276,20,Private,174714,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+97067,59,State-gov,398626,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Male,25236,0,45,United-States,>50K
+12235,30,Private,149531,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+69202,23,Private,34113,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+86962,44,Local-gov,323790,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+54041,28,Private,331381,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69459,48,Private,160647,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,Ireland,>50K
+78043,34,Private,339142,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+17100,58,Private,164857,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,99,United-States,<=50K
+88868,33,Local-gov,267859,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+47626,38,Private,167725,Bachelors,13,Married-spouse-absent,Transport-moving,Not-in-family,Other,Male,0,0,84,India,<=50K
+32670,49,Federal-gov,586657,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+94230,67,Self-emp-not-inc,105907,1st-4th,2,Widowed,Other-service,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+67271,23,Private,200677,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25262,42,Private,193882,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+38541,54,Private,138026,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+75053,49,Private,122385,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+97253,35,Private,49020,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+49532,26,Private,283715,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+44103,31,Private,286406,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+88661,36,Private,166416,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+57432,25,Private,156334,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+23791,35,Local-gov,45607,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+15971,40,Local-gov,112362,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+74894,52,Private,200419,Assoc-acdm,12,Separated,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+16656,42,State-gov,341638,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+37389,25,,34161,12th,8,Separated,,Unmarried,White,Female,0,0,30,United-States,<=50K
+44492,50,Self-emp-not-inc,127151,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,Canada,>50K
+97267,52,Private,321959,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,>50K
+90612,51,Local-gov,35211,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+57440,19,Private,214935,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+68589,43,Private,132130,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+69264,57,Private,222247,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+72501,35,Private,165799,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+50111,30,Private,257874,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+45581,38,Private,357173,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37235,45,State-gov,305739,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74332,23,Private,172047,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+36207,22,Private,110677,Some-college,10,Separated,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+55317,21,,405684,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,35,Mexico,<=50K
+57234,60,Private,82388,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,<=50K
+18955,45,Private,289230,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,48,United-States,>50K
+62027,26,Private,101812,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,5721,0,40,United-States,<=50K
+20514,49,State-gov,336509,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+60498,29,Private,383402,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+44321,47,Private,328216,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+32961,40,Private,280362,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+5690,34,Private,212064,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,7443,0,35,United-States,<=50K
+14196,42,Private,173704,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+81295,33,Private,433375,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,<=50K
+68775,63,Self-emp-not-inc,106551,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40541,53,Private,22418,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26427,38,Private,54816,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+93520,44,Private,358199,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+6303,43,Private,190044,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+39163,26,Private,97698,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,32,United-States,<=50K
+63430,56,Private,53366,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+85314,39,Private,236136,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+24016,44,Private,326232,7th-8th,4,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+84646,34,Private,581071,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,>50K
+57186,40,Private,220589,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53426,38,Federal-gov,161463,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+17614,44,Private,95255,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+45119,34,Federal-gov,223267,Some-college,10,Divorced,Protective-serv,Own-child,White,Male,0,0,72,United-States,<=50K
+52371,22,Private,236769,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,England,<=50K
+91376,58,Self-emp-inc,229498,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,20,United-States,>50K
+5987,43,Private,177083,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,30,United-States,<=50K
+8291,23,Private,287681,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,Columbia,<=50K
+2698,41,Private,49797,Some-college,10,Separated,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+43476,44,Private,174051,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+45940,32,Private,194901,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+21097,38,Local-gov,252250,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,>50K
+15818,47,Private,191277,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+79171,24,Private,174907,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+49693,39,Private,167140,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+24272,32,Private,236543,12th,8,Divorced,Protective-serv,Own-child,White,Male,0,0,54,Mexico,<=50K
+39214,40,Private,214242,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+57921,34,Private,216864,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,3770,45,United-States,<=50K
+43162,34,Private,245211,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,2036,0,30,United-States,<=50K
+3638,57,Private,437727,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+67535,71,Private,200418,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+81017,45,Local-gov,167334,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+39252,54,Private,146834,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+64720,26,Private,78424,Assoc-voc,11,Never-married,Sales,Unmarried,White,Female,0,0,54,United-States,<=50K
+63074,37,Private,182675,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+70994,28,Self-emp-not-inc,38079,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+60254,42,Private,115178,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,15,United-States,<=50K
+6490,45,Private,195949,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65417,37,Private,167415,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+69060,57,Private,223214,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+62781,39,Private,22245,Bachelors,13,Married-civ-spouse,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+3742,45,State-gov,81853,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,United-States,>50K
+4362,30,Private,147921,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,46,United-States,<=50K
+58621,27,Private,29261,HS-grad,9,Married-AF-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+96925,44,Private,257758,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+51381,44,State-gov,136546,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+83394,38,Private,205493,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,>50K
+42841,19,Private,71650,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+92746,39,Private,150217,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+11575,55,Self-emp-inc,258648,10th,6,Widowed,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84416,17,Private,114798,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+79948,43,Private,186188,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+66987,36,Local-gov,175255,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+79626,45,Private,249935,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+79971,44,Private,120277,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+54698,26,Private,193165,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,52,United-States,>50K
+70316,32,Private,185027,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,Ireland,>50K
+76498,21,Private,221418,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+58883,43,Federal-gov,56063,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+82784,34,Private,153927,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57692,33,State-gov,163110,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+21931,40,Self-emp-inc,175696,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,51,United-States,<=50K
+51322,46,Private,143189,5th-6th,3,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,Dominican-Republic,<=50K
+75572,20,,114969,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+91101,54,State-gov,32778,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99496,23,Private,150683,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+2553,58,Self-emp-inc,78104,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+46170,25,Private,335005,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,3137,0,40,United-States,<=50K
+85946,50,Local-gov,311551,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+19389,42,Self-emp-not-inc,201520,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+32589,25,Private,124111,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+12712,60,Private,166386,11th,7,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,30,Hong,<=50K
+11362,43,State-gov,117471,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18165,25,Private,361307,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+95371,31,Private,142038,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,45,United-States,<=50K
+87193,35,Private,276552,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5871,48,Private,50402,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+84827,43,Self-emp-not-inc,174090,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+9011,27,Private,277760,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+94467,24,Private,24243,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+83264,44,Self-emp-inc,151089,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,70,United-States,>50K
+54533,52,Self-emp-not-inc,165278,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,22,United-States,<=50K
+68095,49,Private,182752,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+40139,31,Private,173002,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+65482,59,Private,261232,11th,7,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12854,27,Private,164607,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+42225,38,Self-emp-not-inc,129573,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+17695,51,Federal-gov,36186,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+41796,24,Private,325744,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10158,58,Self-emp-inc,329793,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+40044,46,Private,133616,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+39538,55,Private,83401,5th-6th,3,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+18033,76,Private,239880,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+89213,25,Private,201737,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+88361,51,Private,192182,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,United-States,>50K
+4655,33,Private,143540,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87844,46,Private,28334,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+40717,51,Private,245873,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+55484,42,Local-gov,199095,Assoc-voc,11,Widowed,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+12725,53,Private,104461,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,8614,0,50,Italy,>50K
+19729,33,Local-gov,183923,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,35,United-States,>50K
+46883,30,Private,129707,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+80110,41,Local-gov,575442,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86741,42,State-gov,184682,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74735,34,Private,69251,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+29433,31,Private,225507,Assoc-voc,11,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+13450,46,Private,167515,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+80010,35,Private,407068,1st-4th,2,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+48883,40,Private,170019,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,,<=50K
+85174,46,Local-gov,125892,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+99437,43,Local-gov,35824,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+48937,35,Private,67083,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+8076,23,Private,107801,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+89813,50,Self-emp-not-inc,95577,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,12,,<=50K
+90396,43,Private,118536,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,Black,Male,0,0,40,United-States,<=50K
+41237,61,Private,198078,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+46199,29,Private,78261,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+22459,21,Private,234108,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86183,36,Local-gov,241998,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1672,50,United-States,<=50K
+75048,40,Private,92717,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+72172,23,Private,257683,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+72231,90,Private,40388,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+31783,24,Private,55424,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+12121,20,Private,169600,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,2176,0,12,United-States,<=50K
+70502,40,Local-gov,319271,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+60811,37,Self-emp-not-inc,75050,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+39256,31,Private,182896,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23276,22,Private,188274,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+41322,25,Private,211497,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+43688,46,Private,113806,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,,>50K
+83732,47,Local-gov,172246,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+76332,48,Local-gov,219962,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+49759,36,,186815,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+24416,26,,132749,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,80,United-States,<=50K
+82472,28,Private,209801,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+790,20,State-gov,178517,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85680,51,Private,169364,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,Ireland,<=50K
+35247,32,Federal-gov,164707,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+73810,55,Private,144084,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+63485,41,Local-gov,133692,Bachelors,13,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+56652,46,Private,184169,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,35,United-States,>50K
+67152,45,Self-emp-inc,145290,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+56878,65,Local-gov,24824,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28441,45,Private,178319,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+97660,22,Private,235829,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+72000,22,,196280,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+24907,42,Self-emp-not-inc,54202,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+79894,37,Private,220237,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+36214,24,Private,59146,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+56673,67,Private,64148,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,41,United-States,<=50K
+794,28,Private,196621,HS-grad,9,Married-spouse-absent,Tech-support,Not-in-family,White,Female,0,0,37,United-States,<=50K
+8869,56,Private,195668,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,Cuba,>50K
+76097,31,State-gov,263000,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,<=50K
+90799,33,Private,554986,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+18656,52,,108211,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+71606,45,Private,217654,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Germany,>50K
+59133,53,Private,139671,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+78160,47,Private,102771,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Portugal,<=50K
+32513,40,Private,213019,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+90861,35,Private,228493,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,48,United-States,<=50K
+29542,65,Self-emp-not-inc,22907,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+72297,42,Private,24364,Some-college,10,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,30,United-States,<=50K
+21011,23,Federal-gov,41432,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+90434,39,Private,235259,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45801,39,Private,343476,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+68903,37,Private,326886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+63824,25,Private,248313,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77938,31,Self-emp-not-inc,30290,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+17054,39,Private,188540,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+78046,39,Private,237943,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+29232,25,Private,198870,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Male,0,0,35,United-States,<=50K
+94808,30,Private,233980,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34451,37,Private,171090,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,48,United-States,<=50K
+10774,22,Private,353039,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,36,Mexico,<=50K
+43467,46,Federal-gov,213140,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+40385,54,Private,188136,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,1408,38,United-States,<=50K
+37463,33,Private,130057,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+14704,70,State-gov,345339,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27106,36,Private,182074,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+70792,53,Local-gov,176557,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+38394,55,State-gov,71630,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,1617,40,United-States,<=50K
+61581,17,Private,159849,11th,7,Never-married,Protective-serv,Own-child,White,Female,0,0,30,United-States,<=50K
+69699,36,Private,183425,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48608,36,Self-emp-not-inc,125933,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+1529,40,Local-gov,180123,HS-grad,9,Married-spouse-absent,Farming-fishing,Own-child,Black,Male,0,0,40,United-States,<=50K
+80962,36,Private,592930,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,>50K
+96022,28,Private,183802,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+6974,39,Private,77005,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+54617,49,Private,80914,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+36730,63,Self-emp-inc,165667,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+76246,61,Private,123991,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+97889,48,Self-emp-inc,181307,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+40025,55,Private,124137,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Poland,<=50K
+36552,18,,137363,Some-college,10,Never-married,,Own-child,White,Female,0,0,4,United-States,<=50K
+94691,20,Private,291979,HS-grad,9,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,20,United-States,<=50K
+23548,49,Private,91251,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+59621,27,Federal-gov,148153,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+47322,37,Private,131463,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,33,United-States,<=50K
+49123,32,State-gov,127651,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+87449,33,Self-emp-inc,239018,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+13495,47,Private,276087,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,26,United-States,<=50K
+71780,34,Private,386877,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+27607,61,Private,210464,HS-grad,9,Divorced,Adm-clerical,Other-relative,Black,Female,0,0,35,United-States,<=50K
+23912,25,Private,632834,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+25263,26,Private,245465,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+10842,18,Private,198087,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+3444,35,Private,27408,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+57101,36,Private,242713,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+22206,56,Private,314727,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+85516,40,State-gov,269733,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53272,24,Private,177287,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+20888,66,Private,167711,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,>50K
+72964,42,Private,112181,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+15183,28,Private,339002,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+58250,39,State-gov,24721,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+91430,65,Self-emp-not-inc,37092,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+22236,20,Private,216563,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+56172,52,Private,204447,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,40,United-States,>50K
+29500,24,,151153,Some-college,10,Never-married,,Not-in-family,Asian-Pac-Islander,Male,99999,0,50,South,>50K
+26005,39,Private,187089,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83165,18,Private,423052,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,30,United-States,<=50K
+94585,49,Private,169180,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Hong,<=50K
+52353,21,Private,104981,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,48,United-States,<=50K
+50636,35,,120074,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+62792,38,Private,269323,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+66373,55,Private,141549,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46934,27,Private,214858,10th,6,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,55,United-States,<=50K
+42954,34,Private,173524,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+89492,54,Local-gov,365049,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+87130,38,Private,60355,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+90335,32,Private,86808,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+1409,33,State-gov,174171,Some-college,10,Separated,Tech-support,Not-in-family,White,Male,0,0,12,United-States,<=50K
+31115,32,Federal-gov,504951,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+25858,34,Private,294064,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,France,<=50K
+25888,46,Private,120131,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,>50K
+66219,48,Private,199058,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+15362,23,Private,152328,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+69092,48,Federal-gov,88564,7th-8th,4,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+4827,67,Private,95113,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,37,United-States,>50K
+41600,36,Private,247558,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,60,,>50K
+65722,25,Private,178421,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+89666,43,Private,484861,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,38,United-States,<=50K
+16042,27,Local-gov,225291,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75559,56,Private,205735,1st-4th,2,Separated,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+4051,54,Self-emp-not-inc,58898,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,48,United-States,<=50K
+56852,39,Private,355468,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1887,46,United-States,>50K
+3087,60,Self-emp-not-inc,184362,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,<=50K
+83554,27,Private,347513,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13144,21,Private,138768,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+37745,24,Private,29810,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+57112,31,Private,126501,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38837,22,Private,60783,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,15,United-States,<=50K
+22784,26,Private,179772,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+76290,45,Self-emp-inc,281911,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+59135,33,Private,70447,HS-grad,9,Never-married,Transport-moving,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+2839,55,,449576,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,48,Mexico,<=50K
+49449,29,Private,327964,9th,5,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+57879,72,Private,496538,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,6360,0,40,United-States,<=50K
+6525,35,Self-emp-not-inc,153066,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+76772,53,State-gov,77651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+12188,40,Private,119493,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+7811,20,Private,256240,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+76694,69,Private,177374,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,1848,0,12,United-States,<=50K
+16433,41,Local-gov,37848,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+46836,45,Private,129336,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+39842,27,Private,183511,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+65016,46,Self-emp-inc,120131,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+84372,55,Private,190508,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,35,United-States,<=50K
+5531,31,Private,363130,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+87730,45,Private,240356,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+38555,64,Private,133166,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,5,United-States,<=50K
+14425,38,Private,32916,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+39674,17,Private,117477,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+45600,33,Private,34748,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1887,20,United-States,>50K
+52792,22,Private,459463,12th,8,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,50,United-States,<=50K
+48369,23,Private,95989,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+45908,25,Private,118088,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+28699,33,Private,150570,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,43,United-States,>50K
+62789,31,,505438,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,Mexico,<=50K
+53615,37,Private,179731,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+92599,53,Private,122109,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,1876,38,United-States,<=50K
+42384,28,Local-gov,163942,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+99183,33,Private,106670,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+2375,41,Private,123403,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+50896,61,Self-emp-inc,119986,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+62582,25,Private,66622,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+97092,20,,40060,Some-college,10,Never-married,,Own-child,White,Male,0,0,56,United-States,<=50K
+77162,35,Private,260578,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+30599,64,Local-gov,96076,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+19600,28,Private,70604,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,38,United-States,<=50K
+7916,39,Self-emp-not-inc,230329,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,1564,12,United-States,>50K
+14456,53,Private,49715,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+48832,28,Private,116531,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+32666,38,Federal-gov,214542,Some-college,10,Divorced,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13173,25,Local-gov,335005,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,Italy,<=50K
+28667,19,Private,258633,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+31466,20,Private,203240,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+39319,27,Private,104457,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+51615,55,Local-gov,99131,HS-grad,9,Married-civ-spouse,Prof-specialty,Other-relative,White,Female,0,2246,40,United-States,>50K
+15982,52,State-gov,125796,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,1848,40,United-States,>50K
+19373,21,,479482,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+61301,30,Private,167790,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+61232,47,Private,133758,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+93700,22,Private,106843,10th,6,Never-married,Craft-repair,Other-relative,White,Male,0,0,30,United-States,<=50K
+80756,24,Private,117959,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,4386,0,40,United-States,>50K
+6357,26,Private,174921,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98044,27,Private,134152,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+87263,57,Private,99364,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+87649,18,Local-gov,155905,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+37903,30,Private,467108,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+5154,34,Self-emp-not-inc,304622,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+46958,40,Private,198692,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,60,United-States,>50K
+34335,60,Private,178050,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+89339,25,Private,162687,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+99442,39,Private,113151,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+99908,48,Private,158924,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+91650,27,Self-emp-not-inc,141795,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+25470,33,Self-emp-not-inc,33404,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,>50K
+62248,65,Self-emp-inc,178771,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+22344,52,Private,168553,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,40,United-States,>50K
+33893,27,Private,110648,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+85982,32,Private,151053,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+30831,45,Self-emp-not-inc,142871,Some-college,10,Separated,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+92699,18,,343161,11th,7,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+45470,27,Private,183523,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+21409,57,Self-emp-not-inc,222216,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,<=50K
+87844,44,Private,121874,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,55,United-States,>50K
+11692,30,Private,467108,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+37053,26,Private,34393,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44758,28,Federal-gov,42003,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+53122,61,Private,180418,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+31615,49,Self-emp-not-inc,199590,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Mexico,<=50K
+84985,33,Private,144949,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+56702,50,Private,155594,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+86344,53,Self-emp-not-inc,162576,7th-8th,4,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,99,United-States,<=50K
+33931,33,Private,232475,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+46221,22,Private,269474,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+14178,45,Local-gov,140644,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+23007,26,,39640,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,60,United-States,<=50K
+44113,50,,346014,7th-8th,4,Separated,,Own-child,White,Female,0,0,20,United-States,<=50K
+13469,47,Self-emp-not-inc,159726,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+35200,52,Federal-gov,290856,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+58165,57,Private,217886,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,36,United-States,<=50K
+2659,21,,199915,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+1742,58,Private,106546,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,2174,0,40,United-States,<=50K
+20789,50,Local-gov,220640,Masters,14,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,50,United-States,>50K
+89734,33,Federal-gov,88913,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+11387,34,Self-emp-not-inc,288486,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15414,20,Private,227411,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+49309,37,Local-gov,99935,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,50,United-States,>50K
+61679,57,Private,201112,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+17467,57,Self-emp-not-inc,123778,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+58524,21,Private,204596,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,8,United-States,<=50K
+95945,40,Private,190290,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50592,23,Private,196674,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61874,54,Private,108435,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+90468,38,Private,186359,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+13925,32,Private,137076,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+63310,22,State-gov,262819,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2825,27,Private,171655,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+30524,42,Private,183319,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,El-Salvador,<=50K
+75698,36,Private,127306,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,47,United-States,<=50K
+2168,22,Private,68678,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+83139,40,State-gov,140108,9th,5,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+67062,26,Private,263444,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+69655,46,State-gov,265554,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+65730,28,Private,410216,11th,7,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,>50K
+1436,46,State-gov,20534,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67731,55,Private,188917,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51338,76,Private,98695,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+67873,27,Private,411950,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+70920,50,Private,237819,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+4653,75,Private,187424,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+92967,42,Federal-gov,198316,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+84742,36,Local-gov,139703,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+55066,51,Private,152596,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+97857,43,Private,194726,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,55,United-States,>50K
+89829,44,Private,82601,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+19260,20,,229843,Some-college,10,Never-married,,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+17668,60,Private,122276,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Italy,<=50K
+59346,47,State-gov,188386,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+66750,73,Private,92298,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,15,United-States,<=50K
+8180,27,Private,390657,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+25760,50,Private,89041,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,50,United-States,>50K
+13680,35,Private,314897,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+19912,31,Private,166343,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,50,,<=50K
+68045,45,Private,88781,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,>50K
+45380,57,Private,41762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,South,>50K
+81691,34,Private,849857,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Nicaragua,<=50K
+75553,19,Private,307496,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+96997,25,Private,324372,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+5528,39,Private,99270,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,Germany,>50K
+19995,28,Private,160731,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,>50K
+23954,48,State-gov,148306,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+94304,38,Private,259019,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+37232,53,Private,224894,5th-6th,3,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,0,0,10,Haiti,<=50K
+7322,19,Private,258470,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43512,41,Private,197919,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+44657,23,Private,213719,Assoc-acdm,12,Never-married,Sales,Own-child,Black,Female,0,0,36,United-States,<=50K
+91148,32,Private,226535,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13688,35,Private,146042,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+66509,21,Private,180339,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Female,0,1602,30,United-States,<=50K
+19126,24,Private,99970,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+9124,34,Private,300687,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+89746,29,Local-gov,219906,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,25,United-States,>50K
+30844,24,Private,122234,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,,<=50K
+54142,55,Private,158641,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98491,28,Private,239539,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+34122,46,Local-gov,102308,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+33417,38,Private,186934,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+81217,29,Private,234447,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+30483,35,Private,125933,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+72638,29,Private,142760,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+649,41,State-gov,309056,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+11972,40,Self-emp-not-inc,48859,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,<=50K
+43022,30,Private,110594,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+67286,72,Private,426562,11th,7,Divorced,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+1523,17,Private,169037,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+14256,46,Self-emp-inc,123075,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,70,United-States,<=50K
+26527,38,Private,195744,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+30307,36,Private,81896,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+49028,24,Self-emp-not-inc,172047,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+87748,28,Private,253814,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+86079,28,Private,66473,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13747,60,,56248,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,1485,70,United-States,>50K
+15079,42,Local-gov,271521,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Other,Male,0,0,40,United-States,>50K
+16536,48,Private,265295,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+62596,37,Self-emp-not-inc,174308,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2074,32,Private,196342,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+78772,55,Private,223594,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,7688,0,40,Puerto-Rico,>50K
+93665,30,Private,149787,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+39290,68,Private,124686,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,10,United-States,<=50K
+16966,45,Private,50163,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+99796,26,Private,175789,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+13773,22,Private,218215,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+53152,22,Private,166371,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+86049,36,Private,169469,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+67798,52,Private,145081,7th-8th,4,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+65697,68,Private,214521,Prof-school,15,Widowed,Prof-specialty,Unmarried,White,Female,0,0,16,United-States,<=50K
+3187,26,Local-gov,287233,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+17974,52,Private,201310,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,,<=50K
+75481,46,Self-emp-not-inc,197836,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,50,United-States,<=50K
+57034,53,Private,158294,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+14156,17,Private,127366,11th,7,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+12426,29,Private,203697,Bachelors,13,Married-civ-spouse,Prof-specialty,Own-child,White,Male,0,0,75,United-States,<=50K
+96273,41,Private,168730,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+15620,45,Private,165232,Some-college,10,Divorced,Tech-support,Not-in-family,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+53369,57,Private,175942,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+57144,30,Federal-gov,356689,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,Japan,<=50K
+81420,46,Private,132912,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+9782,45,Private,187226,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+41472,59,,254765,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+99622,40,Private,202565,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+96620,38,State-gov,103925,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,2036,0,20,United-States,<=50K
+42193,22,Private,112164,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,,<=50K
+49940,59,Self-emp-not-inc,70623,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,85,United-States,<=50K
+86603,36,Private,102729,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38491,40,Private,558944,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+44394,18,Private,256967,10th,6,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+13736,62,,144583,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+60113,63,Private,102412,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52405,29,Private,159788,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,80,United-States,<=50K
+49567,27,Private,55743,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,45,United-States,>50K
+40544,47,State-gov,148171,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Male,0,0,50,France,>50K
+12041,20,Local-gov,271354,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+8621,48,Private,98524,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+39481,29,Private,272913,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,Mexico,<=50K
+61575,22,Private,324445,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98668,42,Private,155469,Assoc-acdm,12,Widowed,Tech-support,Unmarried,White,Female,0,0,24,United-States,<=50K
+29094,36,Private,102945,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9300,60,Private,291904,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+58981,41,Federal-gov,186601,HS-grad,9,Separated,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+25866,43,Private,172401,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+63150,33,Private,193285,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+52335,34,Private,176244,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+70343,32,Private,117779,HS-grad,9,Never-married,Transport-moving,Own-child,White,Female,0,0,35,United-States,<=50K
+73071,22,,34616,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+78511,52,Private,169182,9th,5,Widowed,Other-service,Not-in-family,White,Female,0,0,25,Puerto-Rico,<=50K
+50525,27,Private,180758,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31000,60,Local-gov,141637,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+77117,41,Self-emp-not-inc,169023,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,40,United-States,>50K
+43458,34,Self-emp-not-inc,101266,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,62,United-States,<=50K
+32701,30,Private,164190,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24844,35,Private,142282,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+89713,39,Federal-gov,103984,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+58424,64,Private,187601,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43893,17,Self-emp-not-inc,36218,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+36170,29,State-gov,106334,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,,<=50K
+92470,37,Local-gov,249392,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+24700,43,Self-emp-not-inc,110355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+84181,30,Self-emp-not-inc,117944,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+42565,17,Private,163836,10th,6,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+41799,29,Private,145592,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+15827,24,Private,108495,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,India,<=50K
+81880,27,Self-emp-not-inc,212041,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+55452,69,Self-emp-inc,182451,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79714,30,Private,124020,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87046,29,Private,199116,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+83034,17,,144114,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+22378,61,Private,107438,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,1651,40,United-States,<=50K
+34337,70,Private,405362,7th-8th,4,Widowed,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+5034,32,Private,175856,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,40,United-States,>50K
+63293,21,,262241,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+70447,27,Self-emp-not-inc,420054,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,9562,0,50,United-States,>50K
+67244,27,Private,86681,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10470,19,Private,187161,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+99037,44,State-gov,691903,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,60,United-States,>50K
+11677,36,Private,219483,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94648,45,Private,199058,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+9257,29,Private,192010,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,Poland,<=50K
+66327,34,Federal-gov,419691,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,54,United-States,>50K
+58805,28,Local-gov,356089,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,50,United-States,<=50K
+23355,34,Private,684015,5th-6th,3,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+66589,18,Private,36882,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+99582,39,Private,203180,Some-college,10,Divorced,Farming-fishing,Unmarried,White,Female,0,0,45,United-States,<=50K
+33697,34,Private,183811,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69764,35,Local-gov,103966,Masters,14,Divorced,Adm-clerical,Unmarried,White,Female,0,0,41,United-States,<=50K
+57444,24,Private,304602,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+25737,41,Private,57233,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+5577,50,State-gov,289207,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,45,United-States,>50K
+94460,68,Private,224019,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+3187,35,Private,267966,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+79561,47,Private,214800,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+85044,43,Local-gov,241528,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+24722,35,Private,197365,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+13151,34,Private,296724,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,17,United-States,<=50K
+61103,26,Private,136226,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+93053,50,Private,40623,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21671,22,Private,264874,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+90383,20,Private,112847,HS-grad,9,Never-married,Farming-fishing,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+56355,18,,236090,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+4352,52,Self-emp-not-inc,89028,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+81895,71,State-gov,210673,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,28,United-States,<=50K
+63973,55,Private,60193,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6027,17,Private,216137,11th,7,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+46870,36,Private,139743,Some-college,10,Widowed,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+70996,25,,32276,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+38365,39,Local-gov,423605,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1848,40,Nicaragua,>50K
+63891,27,Private,298871,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+75997,42,Private,318255,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+40784,22,Private,347867,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,White,Male,0,1719,40,United-States,<=50K
+12578,57,Private,279636,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+31807,34,Private,405386,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,28,United-States,<=50K
+78429,31,Private,297188,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+86187,24,Private,182342,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+87947,41,Self-emp-not-inc,229148,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,60,Jamaica,<=50K
+22547,30,Private,189620,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,6849,0,40,England,<=50K
+31871,17,Private,413557,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,32,United-States,<=50K
+30079,26,Self-emp-inc,246025,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,20,Honduras,<=50K
+83949,32,Private,390997,1st-4th,2,Never-married,Farming-fishing,Not-in-family,Other,Male,0,0,50,Mexico,<=50K
+93118,55,Private,102058,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+28073,19,Private,247298,12th,8,Married-spouse-absent,Other-service,Own-child,Other,Female,0,0,20,United-States,<=50K
+85176,28,Private,140108,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+2269,55,,216941,HS-grad,9,Married-civ-spouse,,Wife,White,Female,2885,0,40,United-States,<=50K
+53778,49,Private,81654,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+87417,23,Private,177526,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52351,43,Private,64631,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33120,40,Private,110028,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10853,41,Private,203761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+15829,23,Private,163870,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+1602,59,Federal-gov,117299,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+44123,20,Private,50648,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+3231,21,Private,166517,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+9925,28,,173800,Bachelors,13,Married-spouse-absent,,Not-in-family,Asian-Pac-Islander,Female,0,0,10,Taiwan,<=50K
+5810,44,Self-emp-inc,181762,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+7900,31,Self-emp-not-inc,340880,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+11887,50,Self-emp-not-inc,114758,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,4416,0,45,United-States,<=50K
+89849,54,Private,138847,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+80244,28,Private,215014,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+46766,34,Private,183778,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64173,46,Private,273629,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+50506,28,Self-emp-inc,113870,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+57509,23,Private,213955,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,2001,40,United-States,<=50K
+43521,29,Private,114982,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+78832,35,Private,205338,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33053,41,Self-emp-not-inc,57924,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,7688,0,50,United-States,>50K
+89991,90,,225063,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,10,South,<=50K
+13525,35,Self-emp-not-inc,202027,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,United-States,>50K
+52202,20,Private,281356,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,0,40,United-States,<=50K
+17939,42,Private,30824,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,2354,0,16,United-States,<=50K
+73127,56,Private,98809,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,5013,0,45,United-States,<=50K
+50154,31,Private,38223,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+31293,23,Private,172232,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,50,United-States,<=50K
+81468,60,Private,140544,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91955,28,Private,221366,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+65973,32,Private,180799,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+11810,36,Private,111499,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,40,United-States,>50K
+8202,44,Self-emp-not-inc,155930,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+97407,34,Private,201122,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+7190,27,Private,101709,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+45373,49,Private,140121,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+45087,48,Private,172709,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69876,47,Private,120131,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+58503,34,Private,117444,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+75436,27,Private,256764,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12660,31,Local-gov,176185,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4064,0,40,,<=50K
+95686,24,Private,223811,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98620,24,Private,201603,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+21922,25,Private,138765,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+15039,36,Private,133974,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+33831,38,Federal-gov,137953,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+28857,57,Private,103403,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+20116,24,Private,461678,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+33845,41,State-gov,70884,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+5823,56,State-gov,466498,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+69761,19,Private,148644,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+62874,44,Private,190739,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,32,United-States,<=50K
+41574,34,Private,299507,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25663,25,Private,211424,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+60824,27,State-gov,106721,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+94730,22,Private,192017,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52316,59,Private,530099,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,55,United-States,>50K
+61687,34,Private,119153,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+32772,30,Private,202450,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,>50K
+42956,21,Private,50341,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+41751,24,Private,140001,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Italy,<=50K
+98653,19,,220517,Some-college,10,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+94129,82,,52921,Some-college,10,Widowed,,Not-in-family,Amer-Indian-Eskimo,Male,0,0,3,United-States,<=50K
+31286,35,Private,31964,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+50410,32,Private,148207,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64123,45,Private,151627,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+93716,30,Private,402539,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+22125,28,Self-emp-not-inc,188278,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+84687,28,Self-emp-not-inc,96219,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,5,United-States,<=50K
+82963,29,Private,340534,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+70076,60,Private,160339,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Columbia,<=50K
+67707,28,Private,120135,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8579,38,Federal-gov,303817,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+78875,31,Private,181091,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+89622,28,Private,200515,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,>50K
+81989,42,Private,160893,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,23,United-States,<=50K
+78715,40,Local-gov,183096,9th,5,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Yugoslavia,>50K
+56191,24,Private,241367,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67409,37,Self-emp-inc,342084,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+54842,36,Private,193855,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+336,39,Private,80410,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26207,22,Private,554317,9th,5,Married-spouse-absent,Other-service,Other-relative,White,Male,0,0,35,Mexico,<=50K
+5565,46,Private,85109,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1628,40,United-States,<=50K
+80884,28,Private,108569,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,43,United-States,<=50K
+61839,34,Private,120959,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+79189,42,Private,222011,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,43,United-States,<=50K
+65035,43,Private,238530,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+58577,35,Private,48404,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+97623,60,Private,88055,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,3781,0,16,United-States,<=50K
+87131,33,Private,238381,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,8614,0,40,United-States,>50K
+21978,22,Private,243923,HS-grad,9,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,80,United-States,<=50K
+29759,39,Private,305597,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18961,33,Private,141841,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,5178,0,40,United-States,>50K
+14940,39,Private,129764,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+16552,37,Self-emp-not-inc,150993,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+75201,63,Self-emp-not-inc,147140,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+60090,46,State-gov,30219,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,38,United-States,>50K
+6538,48,Private,167967,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36666,33,Private,133278,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+1005,65,Private,172510,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,1848,0,20,Hungary,<=50K
+15196,39,Private,192251,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,>50K
+56734,43,Private,210844,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,>50K
+14221,28,Private,263015,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7214,50,Self-emp-not-inc,155118,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,99999,0,35,United-States,>50K
+58172,24,State-gov,232918,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+63486,48,Private,143542,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19866,35,Private,45607,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15312,62,Private,29828,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94620,42,Self-emp-not-inc,104118,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32083,60,Private,191446,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+50210,50,Private,27484,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+34727,40,Private,205987,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+61759,39,Local-gov,143385,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98393,43,,200508,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+97106,43,Local-gov,186995,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+72193,35,Private,54159,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+31779,39,Private,113481,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+77726,30,Local-gov,235271,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+77944,32,Private,349365,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,65,United-States,<=50K
+77092,18,Private,283637,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77641,37,Private,70282,Assoc-acdm,12,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+68016,26,Private,166051,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+90565,51,Private,193720,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+65798,35,,124836,Some-college,10,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,36,United-States,<=50K
+72430,33,Private,236379,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+88672,46,Private,122026,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+2333,40,Private,114537,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+81906,34,Private,191834,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+68819,29,Private,420054,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94523,47,Self-emp-not-inc,160045,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+77752,34,Private,303187,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+95722,45,Private,190088,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+45378,53,Private,126977,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+5319,52,Self-emp-not-inc,63004,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+6571,64,Private,391121,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+81410,42,Private,211450,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+42047,44,Private,156413,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,44,United-States,>50K
+45924,41,Private,116797,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+95681,53,Local-gov,204447,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,>50K
+53183,25,Private,66935,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+88749,20,Private,344278,11th,7,Separated,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+92267,29,Private,108574,Assoc-voc,11,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+55218,56,Private,244605,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52699,45,Private,363677,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,30,United-States,>50K
+25632,56,Private,219762,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,35,United-States,<=50K
+60124,38,Self-emp-inc,269318,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+74090,62,Private,77884,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+91909,28,Self-emp-not-inc,70100,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+52317,31,Private,213643,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3908,0,40,United-States,<=50K
+15539,24,Private,69640,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+21512,65,Private,170012,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,34,United-States,<=50K
+45578,40,Private,329924,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+32972,31,Private,193285,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11079,35,Private,261241,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1741,60,United-States,<=50K
+85973,42,Federal-gov,108183,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1902,40,South,>50K
+54337,20,Private,296618,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+67282,30,Local-gov,257796,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89550,25,Private,155320,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+66100,22,Private,151888,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+53350,65,,143118,HS-grad,9,Widowed,,Unmarried,White,Female,0,2206,10,United-States,<=50K
+35565,31,Private,66278,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,3908,0,40,United-States,<=50K
+51631,56,Private,92444,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+35268,51,Private,229272,HS-grad,9,Divorced,Other-service,Other-relative,Black,Male,0,0,32,Haiti,<=50K
+85127,36,Self-emp-not-inc,207202,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+68265,44,State-gov,154176,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,1590,40,United-States,<=50K
+32162,49,Private,180899,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,1755,45,United-States,>50K
+46141,28,Private,205337,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86506,57,Private,180779,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+35244,33,Self-emp-not-inc,343021,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+63178,49,Private,176814,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,40,United-States,>50K
+2313,74,State-gov,88638,Doctorate,16,Never-married,Prof-specialty,Other-relative,White,Female,0,3683,20,United-States,>50K
+84648,48,Private,248059,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,45,United-States,<=50K
+74619,38,Private,409604,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+27233,39,Private,185053,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94854,46,Private,332884,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,65,United-States,>50K
+4307,56,Private,212864,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+20184,27,Private,66473,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+45016,17,Private,285169,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+26455,28,Private,175431,9th,5,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+12387,18,,152641,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+74533,42,Private,339346,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+35074,39,Private,287306,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+1662,29,Self-emp-not-inc,70604,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,3464,0,40,United-States,<=50K
+39497,21,Private,88926,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+37401,36,Private,91275,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+9531,56,Private,244554,10th,6,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+48896,49,Private,232586,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52616,47,Self-emp-inc,127678,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,<=50K
+40206,44,Private,162184,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+66225,40,Private,408229,1st-4th,2,Never-married,Other-service,Not-in-family,White,Male,0,0,45,El-Salvador,<=50K
+40322,43,State-gov,139734,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+63897,62,Private,197286,12th,8,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,Germany,<=50K
+69657,52,Private,229983,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,3103,0,30,United-States,>50K
+6430,25,Private,252803,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+16377,63,Self-emp-inc,110890,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,>50K
+72775,51,Private,160724,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,99,South,<=50K
+49740,25,Private,89625,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+94866,62,,266037,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+29107,27,Private,126730,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29434,48,Federal-gov,96854,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+74750,32,Private,186788,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+76505,36,Private,28996,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+98937,30,Self-emp-not-inc,347166,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12020,45,State-gov,110311,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+36789,27,Private,310850,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+51068,41,Private,220694,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+66139,61,Private,149405,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+17794,70,Self-emp-inc,131699,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+75321,55,Private,49996,11th,7,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+61192,35,Private,187112,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+46277,36,Private,180859,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,38,United-States,<=50K
+6629,29,Private,185647,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,60,United-States,<=50K
+36010,30,Private,316606,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+74204,45,Private,274657,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+6778,39,Federal-gov,193583,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,60,United-States,<=50K
+71235,18,Private,338836,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+80739,28,Private,216814,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+86444,27,Private,106935,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+86005,38,Private,223433,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70397,33,Private,174789,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87024,25,Private,135603,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+91078,25,,344719,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,4,United-States,<=50K
+26400,38,Private,372484,11th,7,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+89320,23,Private,181820,Some-college,10,Never-married,Farming-fishing,Unmarried,White,Male,0,0,45,United-States,<=50K
+71982,40,Private,235371,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+51494,36,Self-emp-inc,216711,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,,>50K
+29076,20,Private,299399,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+7690,41,Private,202508,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+41312,44,Private,172025,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+89518,49,Self-emp-inc,246891,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+85778,22,Private,450920,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+55540,26,Private,53598,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48363,47,Private,103757,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43253,48,Private,76017,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+2741,28,Self-emp-inc,80158,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+82179,37,Federal-gov,90881,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,8614,0,55,United-States,>50K
+28925,44,Private,427952,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+40036,20,,230955,12th,8,Never-married,,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+12048,53,Private,177916,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+91009,36,Private,342642,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,15,United-States,<=50K
+66656,77,Private,253642,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,30,United-States,<=50K
+29181,21,Private,219086,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+95482,24,Private,162593,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+210,30,Private,87561,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1347,51,Local-gov,142411,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+64399,22,Private,154422,Some-college,10,Divorced,Sales,Own-child,Asian-Pac-Islander,Female,0,0,30,Philippines,<=50K
+87050,23,Private,169104,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,25,United-States,<=50K
+89269,47,Private,193047,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+54248,17,Private,151141,12th,8,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+80305,48,Private,267912,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,50,Mexico,>50K
+12415,43,Private,137126,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53824,34,Private,152453,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Guatemala,<=50K
+27263,19,Private,357059,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+67936,42,State-gov,202011,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81004,23,Private,98283,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+31602,61,Self-emp-not-inc,176965,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+86495,63,Private,187919,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+42771,65,Private,274916,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+86788,37,Private,105813,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+69280,41,Local-gov,193524,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+25903,35,Private,152734,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,,<=50K
+66748,21,Private,263641,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+68904,48,Local-gov,102076,Bachelors,13,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+81719,51,State-gov,155594,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+45829,43,Private,33331,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+68850,22,State-gov,156773,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,,<=50K
+91292,56,Self-emp-not-inc,115439,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+68862,47,Private,181652,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30615,26,Private,120268,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,24,United-States,<=50K
+1903,39,Private,196308,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,United-States,<=50K
+30870,45,Self-emp-not-inc,40690,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,75,United-States,<=50K
+80340,49,Private,228583,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,40,Columbia,<=50K
+1995,23,Private,695136,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+39393,69,Private,209236,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,36,United-States,<=50K
+1204,41,Federal-gov,214838,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+63054,40,Self-emp-not-inc,188436,HS-grad,9,Separated,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+37153,25,Private,177625,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84219,52,Private,124591,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+10801,28,Private,230856,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,3325,0,50,United-States,<=50K
+97762,50,Federal-gov,221532,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+45901,21,Private,232577,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,30,United-States,<=50K
+6823,48,Private,168216,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+3724,27,Private,214702,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+42224,63,Private,237620,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+1046,47,State-gov,54887,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+52182,37,Self-emp-not-inc,164526,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,14084,0,45,United-States,>50K
+6935,28,Private,224506,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,,<=50K
+17321,58,Private,183870,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34984,41,Private,208330,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,51,United-States,<=50K
+6544,67,Self-emp-inc,168370,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+87784,62,Self-emp-not-inc,320376,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,48,United-States,<=50K
+14177,28,Private,192384,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+42805,26,Private,167350,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+9598,46,Self-emp-not-inc,103538,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+98369,29,Private,58522,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61490,39,Private,191342,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+76462,25,Private,193820,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+85084,20,Private,258490,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+24019,21,Private,56520,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+23070,25,Private,102476,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+19788,44,Self-emp-inc,311357,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+50696,37,Private,166497,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+66402,50,Private,160724,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7298,0,40,Philippines,>50K
+45028,29,Private,338270,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+55495,18,Private,282394,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,21,United-States,<=50K
+96759,32,Private,383269,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+74751,58,Private,119386,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+60500,50,Private,196975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+39229,29,Private,334221,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,18,United-States,<=50K
+57541,58,Private,27385,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+28131,29,State-gov,133846,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+95982,36,Private,361888,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+86891,21,Private,230429,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+68141,49,Private,328776,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+10487,60,Private,243829,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+48876,39,Private,306646,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3103,0,50,United-States,>50K
+88500,50,Private,138179,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+34973,30,Private,280069,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+19115,55,Private,305759,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,,<=50K
+83466,64,Local-gov,164876,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,20,United-States,<=50K
+18223,29,Self-emp-inc,138597,Assoc-acdm,12,Never-married,Prof-specialty,Other-relative,Black,Female,0,0,40,United-States,<=50K
+57690,40,Private,111483,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+42257,42,Private,144778,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+97534,55,Private,171015,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+10411,43,Private,112494,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+13795,28,Private,408473,12th,8,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+48372,46,State-gov,27802,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+57556,34,Private,236318,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+30826,47,Private,121836,Masters,14,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,38,United-States,>50K
+28410,43,Self-emp-not-inc,315971,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84055,24,Private,698418,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,25,United-States,<=50K
+90466,21,Private,329530,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+95550,65,Private,194456,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,>50K
+99567,20,Private,282579,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76614,31,State-gov,26401,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+77240,38,State-gov,364958,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,3464,0,40,United-States,<=50K
+13018,22,Private,83998,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4806,20,Private,94364,Some-college,10,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,20,United-States,<=50K
+55713,44,Private,174189,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+79940,44,Local-gov,101967,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+71332,41,Private,146908,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+62636,38,Private,126675,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,2205,40,United-States,<=50K
+57683,21,Private,31606,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,Germany,<=50K
+9976,24,Private,132327,Some-college,10,Married-spouse-absent,Sales,Unmarried,Other,Female,0,0,30,Ecuador,<=50K
+12376,24,Private,112459,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+40559,28,Private,48894,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+43862,39,Private,181943,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48023,48,Private,247685,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+86014,24,Local-gov,195808,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52561,50,Private,172052,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,35,South,>50K
+75931,50,Local-gov,50178,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,55,United-States,<=50K
+57143,68,Private,351711,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+53120,31,State-gov,190305,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+79730,22,Private,464103,1st-4th,2,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+91428,18,,36348,Some-college,10,Never-married,,Own-child,White,Male,0,0,48,United-States,<=50K
+70040,25,Private,120238,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Poland,<=50K
+88778,28,Private,354095,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62808,17,Local-gov,308901,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+97676,24,State-gov,208826,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,99,England,<=50K
+58216,20,Private,369677,10th,6,Separated,Sales,Not-in-family,White,Female,0,0,36,United-States,<=50K
+24798,45,Federal-gov,98524,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+18706,44,Private,239723,Some-college,10,Married-spouse-absent,Craft-repair,Unmarried,White,Female,1506,0,45,United-States,<=50K
+63492,57,Private,231232,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75024,33,Private,236396,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,55,United-States,>50K
+30897,24,,119156,Bachelors,13,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+80321,22,Private,320451,Some-college,10,Never-married,Protective-serv,Own-child,Asian-Pac-Islander,Male,0,0,24,India,<=50K
+88812,41,Private,38397,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68659,51,Self-emp-inc,189183,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+91591,46,Local-gov,199281,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+93000,52,Private,286342,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,38,United-States,<=50K
+99481,50,Private,152810,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+30357,26,Self-emp-inc,176981,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,50,United-States,<=50K
+67584,17,Private,117549,10th,6,Never-married,Sales,Other-relative,Black,Female,0,0,12,United-States,<=50K
+19823,64,Private,254797,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+86817,51,Private,133336,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+19033,28,Self-emp-not-inc,182826,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+15922,51,Private,136224,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24196,39,Self-emp-not-inc,134475,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,1762,40,United-States,<=50K
+23667,48,Private,272778,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+16788,44,Private,279183,Some-college,10,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,40,United-States,>50K
+84739,47,Private,110243,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+4430,52,Private,202071,HS-grad,9,Widowed,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+33864,58,Private,197642,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+357,19,Private,125591,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20451,40,Private,197462,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+32023,23,Private,238831,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+54146,31,Private,182177,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Yugoslavia,<=50K
+83364,40,Local-gov,240504,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+49595,48,Self-emp-inc,125892,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,United-States,>50K
+82467,46,Private,154430,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+79525,32,Private,207685,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,3908,0,40,United-States,<=50K
+50621,50,Private,222020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80954,18,Private,243240,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,37,United-States,<=50K
+66721,26,Private,158734,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+54651,36,Private,257691,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+39598,26,Private,144483,Assoc-voc,11,Divorced,Sales,Own-child,White,Female,594,0,35,United-States,<=50K
+89674,19,Private,209826,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+14681,53,Private,30244,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+19101,54,Private,133050,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,41,United-States,<=50K
+89998,29,Private,138332,Some-college,10,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,6,United-States,<=50K
+79136,81,Private,201398,Masters,14,Widowed,Prof-specialty,Unmarried,White,Male,0,0,60,,<=50K
+26295,37,Private,526968,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,>50K
+59599,40,Private,79036,Assoc-voc,11,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,>50K
+32245,36,Private,240323,Some-college,10,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39660,18,Private,270544,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+85903,44,State-gov,199551,11th,7,Separated,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+10194,36,Private,231052,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+90001,69,State-gov,203072,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+18383,17,Private,126771,12th,8,Never-married,Prof-specialty,Own-child,White,Male,0,0,7,United-States,<=50K
+16260,38,Private,31848,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+10066,27,Private,328981,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+32625,52,Private,159670,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44743,24,Private,450695,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+41163,57,Private,182028,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+51782,19,Private,349620,10th,6,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+90680,38,Private,161066,HS-grad,9,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+77493,46,Private,213611,7th-8th,4,Married-spouse-absent,Priv-house-serv,Unmarried,White,Female,0,1594,24,Guatemala,<=50K
+24403,21,Private,548303,HS-grad,9,Married-civ-spouse,Prof-specialty,Own-child,White,Male,0,0,40,Mexico,>50K
+17043,29,Private,150861,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,Japan,<=50K
+52346,33,,335625,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45169,26,Private,133766,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+43664,28,Private,200511,HS-grad,9,Separated,Farming-fishing,Not-in-family,White,Male,0,0,55,United-States,<=50K
+69475,26,Private,50103,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+58272,37,,148266,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,6,Mexico,<=50K
+20936,49,Private,177211,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+19924,28,Private,132686,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+88095,57,Federal-gov,21626,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37298,60,Private,52900,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+5413,20,,150084,HS-grad,9,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+6454,38,Private,248886,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,42,United-States,<=50K
+94255,51,Self-emp-not-inc,118259,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,60,United-States,<=50K
+49702,60,Private,145493,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33198,37,Private,219546,Bachelors,13,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,3411,0,47,United-States,<=50K
+9725,44,Federal-gov,399155,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,0,40,United-States,<=50K
+10005,19,Self-emp-not-inc,227310,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+15138,59,Private,333270,Masters,14,Married-civ-spouse,Craft-repair,Wife,Asian-Pac-Islander,Female,0,0,35,Philippines,<=50K
+56620,50,Private,231495,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+30199,35,Federal-gov,133935,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+73234,46,Federal-gov,55237,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+91956,18,Private,183034,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,35,United-States,<=50K
+20126,32,Private,245487,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+33641,32,Private,185480,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+33349,39,Private,114251,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+62517,25,Private,181814,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+87699,30,Private,340917,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+14638,37,Private,241998,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+3007,38,Self-emp-inc,125324,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+10705,36,Private,34744,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Female,0,0,37,United-States,<=50K
+64564,56,Private,131608,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+38378,35,Federal-gov,226916,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+35839,56,Private,124137,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,41,United-States,<=50K
+93965,17,Private,96282,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,14,United-States,<=50K
+88180,46,Private,337050,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+18194,56,Private,229335,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20800,61,State-gov,199495,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46803,25,Private,111675,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,<=50K
+375,27,Private,139209,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+4578,50,Self-emp-not-inc,32372,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+30903,33,Self-emp-not-inc,203784,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,62,United-States,<=50K
+5694,33,Private,164190,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+9241,38,Private,64875,Some-college,10,Never-married,Farming-fishing,Unmarried,White,Male,0,0,60,United-States,<=50K
+66850,51,Private,41806,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+30153,27,Private,208725,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+38445,49,Local-gov,79019,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,0,16,United-States,<=50K
+31466,26,Private,136951,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+15635,42,Private,203554,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+5960,37,Private,252947,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,1719,32,United-States,<=50K
+24022,38,Private,170861,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+14374,48,Private,199590,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,>50K
+18441,41,Private,529216,Bachelors,13,Divorced,Tech-support,Unmarried,Black,Male,7430,0,45,,>50K
+14934,33,Private,195576,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,60,United-States,<=50K
+72996,30,Private,182177,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Ireland,<=50K
+35050,25,State-gov,183678,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+18437,50,Private,209320,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+52543,54,Self-emp-inc,206862,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,36,United-States,>50K
+98825,37,Private,168941,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97044,59,Self-emp-not-inc,201263,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,55,United-States,>50K
+6211,17,Private,75333,10th,6,Never-married,Sales,Own-child,Black,Female,0,0,24,United-States,<=50K
+71439,65,,299494,11th,7,Married-civ-spouse,,Husband,White,Male,1797,0,40,United-States,<=50K
+63144,56,Self-emp-not-inc,163212,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,99999,0,40,United-States,>50K
+58692,57,Private,139290,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,38,United-States,<=50K
+92542,33,Private,400416,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+79699,41,Self-emp-not-inc,223763,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+74205,45,Private,77927,Bachelors,13,Widowed,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+73710,50,Private,175804,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+95312,18,Private,91525,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,25,United-States,<=50K
+36346,19,Private,279968,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+9400,26,Private,77698,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+95211,61,,198686,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,>50K
+99862,67,,190340,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+24848,41,Private,113491,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+80848,29,Private,202878,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+21188,27,Private,108431,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+60573,35,Private,194490,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+34547,37,Private,48093,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,90,United-States,>50K
+35733,22,Private,136824,11th,7,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75602,25,Private,143280,10th,6,Never-married,Priv-house-serv,Own-child,White,Female,0,0,24,United-States,<=50K
+93153,26,Private,150062,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+2544,27,Local-gov,298510,HS-grad,9,Divorced,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+28976,26,Private,177147,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,6849,0,65,United-States,<=50K
+91712,51,Private,115025,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92200,45,Private,350440,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+14068,60,Private,83850,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+18035,35,Private,62669,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+67955,24,Private,229773,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+14126,40,Local-gov,196234,HS-grad,9,Divorced,Craft-repair,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+60108,69,,163595,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+21775,44,Private,157249,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1977,50,United-States,>50K
+92832,65,Private,80174,HS-grad,9,Divorced,Exec-managerial,Other-relative,White,Female,1848,0,50,United-States,<=50K
+4235,52,Self-emp-inc,49069,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+78262,38,Private,122952,HS-grad,9,Separated,Craft-repair,Unmarried,White,Female,0,0,35,United-States,<=50K
+37056,18,Private,123856,11th,7,Never-married,Sales,Own-child,White,Female,0,0,49,United-States,<=50K
+58369,24,Private,216181,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+39257,52,Private,180062,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+22055,21,Private,188535,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,44,United-States,<=50K
+24525,67,Self-emp-not-inc,106143,Doctorate,16,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+15458,64,Self-emp-not-inc,170421,Some-college,10,Widowed,Craft-repair,Not-in-family,White,Female,0,0,8,United-States,<=50K
+85609,25,Private,283087,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Male,0,0,40,United-States,<=50K
+58482,34,Federal-gov,341051,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+48712,39,Self-emp-not-inc,34378,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+97520,26,Private,380674,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,52,United-States,<=50K
+83984,19,Private,304469,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,United-States,<=50K
+91353,35,Private,99146,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+3575,26,Private,205109,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44591,38,Private,99156,HS-grad,9,Separated,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+32076,45,Private,97842,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,65,United-States,<=50K
+35055,18,Private,100875,11th,7,Never-married,Other-service,Unmarried,White,Female,0,0,28,United-States,<=50K
+63161,51,Private,200576,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,63,United-States,<=50K
+32320,36,Private,355053,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,28,United-States,<=50K
+84178,18,Private,118376,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,,<=50K
+42790,37,Local-gov,117760,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+2212,37,Private,117567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+67617,39,Federal-gov,189632,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+79737,21,Private,170108,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+3302,46,State-gov,27243,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+24771,33,Private,192663,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+62140,23,Private,526164,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+87525,52,Self-emp-not-inc,146579,HS-grad,9,Divorced,Sales,Unmarried,Black,Male,0,0,40,United-States,<=50K
+10402,28,Private,60288,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+4265,23,State-gov,241951,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67103,48,Self-emp-inc,213140,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+88747,17,Private,218124,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+58433,22,Self-emp-not-inc,279802,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,3,United-States,<=50K
+74108,26,Private,153078,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,80,,>50K
+35342,40,Private,167919,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25293,90,Private,250832,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+56676,28,Private,193158,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+91324,44,Private,172032,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+74342,29,Private,39484,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,7298,0,42,United-States,>50K
+77775,45,Private,84298,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+84600,43,Private,269015,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,Germany,>50K
+15147,17,,262196,10th,6,Never-married,,Own-child,White,Male,0,0,8,United-States,<=50K
+85006,49,Federal-gov,125892,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+87628,27,Private,134890,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,50,United-States,<=50K
+65873,60,Self-emp-not-inc,261119,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+61157,33,Private,119409,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,0,0,40,Columbia,<=50K
+61591,53,Self-emp-not-inc,118793,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+99304,19,Private,184207,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93990,28,Self-emp-not-inc,191027,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63250,22,Private,207782,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+31395,48,Self-emp-not-inc,209146,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+63047,76,,79445,10th,6,Married-civ-spouse,,Husband,White,Male,1173,0,40,United-States,<=50K
+33493,19,Private,187724,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+27367,28,Private,66777,Assoc-voc,11,Married-civ-spouse,Other-service,Other-relative,White,Female,3137,0,40,United-States,<=50K
+85267,58,Private,158002,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+37690,19,Self-emp-not-inc,305834,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,25,United-States,<=50K
+93986,37,,122265,HS-grad,9,Divorced,,Not-in-family,Asian-Pac-Islander,Female,0,0,42,,<=50K
+59349,22,Private,211798,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+68109,52,Self-emp-not-inc,123011,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+15314,31,Private,36302,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+16379,50,Self-emp-not-inc,176867,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,3781,0,40,United-States,<=50K
+71911,62,Private,169204,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+25599,26,Private,38232,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+97581,64,State-gov,277657,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+87459,38,Private,32271,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79179,44,Private,116825,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,80,United-States,>50K
+13700,28,Self-emp-not-inc,226198,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22635,19,Private,28145,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,52,United-States,<=50K
+90763,39,Private,140477,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,10,United-States,<=50K
+2649,50,Private,165050,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+58942,39,Self-emp-inc,202937,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+83368,36,Private,316298,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+18183,39,Private,203070,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,49,United-States,<=50K
+19780,51,Self-emp-inc,103995,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+69871,28,Private,176137,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+42071,57,Self-emp-not-inc,103948,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+13523,40,Local-gov,39581,Prof-school,15,Separated,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+19752,27,Private,506436,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,Peru,<=50K
+63818,32,Private,226975,Some-college,10,Never-married,Sales,Own-child,White,Male,0,1876,60,United-States,<=50K
+61305,49,State-gov,154493,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,44,United-States,<=50K
+69946,34,Self-emp-not-inc,137223,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+61808,24,Private,102323,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+37287,54,Private,257765,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+96844,52,Private,42924,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+16718,43,Private,167599,11th,7,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,25,United-States,<=50K
+57432,84,,368925,5th-6th,3,Widowed,,Not-in-family,White,Male,0,0,15,United-States,<=50K
+1514,79,,100881,Assoc-acdm,12,Married-civ-spouse,,Wife,White,Female,0,0,2,United-States,>50K
+76921,35,Private,52738,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,46,United-States,<=50K
+56978,56,Private,98418,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,30,United-States,<=50K
+28970,30,Private,381153,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2150,54,Private,103700,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+82055,35,Private,298635,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,<=50K
+52842,32,Private,127895,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+67300,44,Self-emp-inc,212760,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+3177,32,Private,281384,HS-grad,9,Married-AF-spouse,Other-service,Other-relative,White,Female,0,0,10,United-States,<=50K
+77414,60,Private,181200,12th,8,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+52513,40,Private,257364,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+5432,50,Private,283281,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+20689,58,Private,214502,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,>50K
+13961,41,Private,69333,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+69568,28,Private,190060,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+42518,53,Private,95864,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,35,United-States,<=50K
+86378,71,,144872,Some-college,10,Married-civ-spouse,,Husband,White,Male,6514,0,40,United-States,>50K
+73116,17,,275778,9th,5,Never-married,,Own-child,White,Female,0,0,25,Mexico,<=50K
+17084,45,Private,27332,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46857,23,Private,24395,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,30,United-States,<=50K
+24164,25,Private,330695,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+55944,40,Self-emp-not-inc,171615,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,>50K
+90374,28,Private,116372,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+7118,27,Private,38599,12th,8,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58800,19,Local-gov,202184,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+78392,24,Private,315303,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,25,United-States,<=50K
+51264,38,Private,103456,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+42328,24,State-gov,163480,Masters,14,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+96255,18,Private,317425,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,7,United-States,<=50K
+28950,58,Private,216941,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+97177,35,Private,116541,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,44,United-States,>50K
+60255,43,Private,186396,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,20,United-States,<=50K
+47384,45,Private,273194,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,3137,0,35,United-States,<=50K
+84058,24,Private,385540,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,<=50K
+75662,63,Private,201631,9th,5,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+51056,40,Private,439919,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+53174,21,Private,182117,Bachelors,13,Never-married,Other-service,Other-relative,White,Male,0,0,20,United-States,<=50K
+42428,20,State-gov,334113,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+81460,42,Private,184837,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,7298,0,40,United-States,>50K
+64438,49,,228372,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,>50K
+64516,47,Federal-gov,211123,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84625,48,Self-emp-inc,38819,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+88469,61,Private,162391,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1651,40,United-States,<=50K
+50273,23,,302836,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,40,El-Salvador,<=50K
+87251,35,State-gov,89040,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+66112,46,Private,264210,Some-college,10,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,20,United-States,<=50K
+13361,18,Private,87157,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+57432,28,Self-emp-not-inc,398918,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+45913,62,,123612,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,4,United-States,<=50K
+46449,20,Private,155818,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+95285,28,Private,243660,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75383,57,Private,134195,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+8825,56,Private,238638,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89408,33,Private,159929,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77219,19,Private,198668,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+56832,29,Private,215504,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+33532,30,Private,158002,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,55,Ecuador,<=50K
+77072,53,Local-gov,35305,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,57,United-States,<=50K
+32368,25,Private,195994,1st-4th,2,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+48808,44,State-gov,321824,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,<=50K
+97912,22,Private,180449,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,28,United-States,<=50K
+14936,40,Private,201764,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71188,25,Private,250038,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,,<=50K
+33829,30,Self-emp-not-inc,226535,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+84375,51,Private,136121,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+47792,17,Private,47199,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,24,United-States,<=50K
+14953,46,Local-gov,215895,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+51882,50,State-gov,24647,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+88341,34,Private,734193,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+86000,42,,321086,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+39652,41,Federal-gov,192589,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+15983,32,Private,326283,Bachelors,13,Never-married,Other-service,Unmarried,Other,Male,0,0,40,United-States,<=50K
+81665,32,Private,207284,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25865,47,Private,109089,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,<=50K
+84152,50,Private,274528,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+31457,77,Private,142646,7th-8th,4,Widowed,Priv-house-serv,Unmarried,White,Female,0,0,23,United-States,<=50K
+85700,33,Private,180859,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17096,47,Self-emp-inc,188610,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+37159,64,Private,169604,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+47270,34,Private,260560,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+5431,34,Local-gov,188245,HS-grad,9,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+89878,67,Local-gov,103315,Masters,14,Never-married,Exec-managerial,Other-relative,White,Female,15831,0,72,United-States,>50K
+49117,37,Local-gov,52465,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27533,34,Private,737315,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+17405,22,,195143,Some-college,10,Never-married,,Own-child,White,Female,0,0,29,United-States,<=50K
+66151,50,Self-emp-not-inc,219420,Doctorate,16,Divorced,Sales,Not-in-family,White,Male,0,0,64,United-States,<=50K
+79510,60,Private,198170,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+90035,46,Local-gov,183168,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+86379,44,Private,196545,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+95684,43,Private,168412,HS-grad,9,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,44,Poland,<=50K
+38254,48,Private,174386,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,El-Salvador,>50K
+24626,36,Private,544686,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,2907,0,40,Nicaragua,<=50K
+44909,48,Private,95661,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+8779,37,Private,468713,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+75037,51,Private,169112,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+76988,52,Private,74024,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+82624,27,Private,110622,5th-6th,3,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,20,Vietnam,<=50K
+27296,43,Local-gov,33331,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+83615,23,Private,181557,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,25,United-States,<=50K
+80007,66,Private,142624,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5556,0,40,Yugoslavia,>50K
+85527,37,Self-emp-not-inc,192251,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,2635,0,40,United-States,<=50K
+48959,35,Private,146091,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91198,42,Local-gov,174575,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+7570,49,Private,200949,10th,6,Never-married,Other-service,Unmarried,White,Female,0,0,38,Peru,<=50K
+19524,51,Local-gov,201560,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+53859,71,Federal-gov,149386,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,9,United-States,<=50K
+91156,50,Local-gov,168672,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,40,United-States,>50K
+31916,63,Private,38352,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+55566,41,State-gov,180272,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+7742,24,State-gov,275421,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+21489,41,Local-gov,173051,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+70853,33,Local-gov,167474,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+65981,42,Local-gov,267138,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+6237,23,Private,135138,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+13574,49,Private,218357,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+59633,28,Self-emp-not-inc,107236,12th,8,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88554,31,Private,138416,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,56,Mexico,<=50K
+23541,28,Private,154863,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Male,0,0,35,United-States,<=50K
+32984,37,Private,194004,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+31072,19,Private,339123,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+32261,51,Local-gov,548361,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,26,United-States,<=50K
+49103,25,Private,101812,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,41,United-States,<=50K
+22057,49,Self-emp-inc,127111,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+17088,47,Private,171807,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+99735,48,Local-gov,40666,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+20240,41,Local-gov,340682,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77410,32,Private,175052,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+78808,26,,321629,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,16,United-States,<=50K
+5334,46,Private,154405,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+50987,17,Private,108402,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+22286,34,Private,346275,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,43,United-States,<=50K
+85773,44,Private,42476,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,30,United-States,<=50K
+27712,23,Private,161708,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+47901,35,Private,70447,Some-college,10,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Male,4650,0,20,United-States,<=50K
+14025,30,Private,189759,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,4865,0,40,United-States,<=50K
+23525,65,,137354,Some-college,10,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+78368,34,Private,250724,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,Jamaica,<=50K
+47880,34,Federal-gov,149368,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+55107,39,Private,154641,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+14811,28,Private,38309,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,2407,0,40,United-States,<=50K
+75108,53,Local-gov,202733,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,70,United-States,>50K
+76053,34,Private,56150,11th,7,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+78420,21,Private,260254,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76738,53,Private,108083,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+68875,54,Self-emp-not-inc,71344,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+47755,32,Private,174215,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+91654,39,State-gov,114366,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+19320,39,Private,158962,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+10261,29,Private,179498,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Germany,<=50K
+34069,29,Private,31935,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39557,43,Private,149909,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+27464,20,,58740,Some-college,10,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+32506,39,Private,216552,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+32974,45,Private,255348,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62133,36,Private,176050,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16650,71,,125101,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67321,62,,197286,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+2631,43,Local-gov,337469,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,594,0,20,Mexico,<=50K
+49767,31,Private,159737,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,58,United-States,<=50K
+69143,39,Private,316211,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+67919,32,Private,127610,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,32,United-States,>50K
+86863,45,Local-gov,556652,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+46755,19,Private,265576,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+61667,43,Private,347653,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+99329,32,Private,62374,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+84720,43,Self-emp-not-inc,170230,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+1726,34,Private,203051,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,27,United-States,<=50K
+19792,66,Self-emp-inc,115880,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+93490,37,Private,167735,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+65860,46,Self-emp-inc,181413,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+52528,23,Private,185554,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+54634,41,Private,350387,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+35872,63,Private,225102,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,,<=50K
+79952,55,Private,105582,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3103,0,40,United-States,>50K
+57942,35,Self-emp-not-inc,350247,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+94724,28,Private,150025,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,,>50K
+13436,37,Private,107737,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+88185,63,,334741,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+98904,43,Private,115562,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+8208,30,Self-emp-not-inc,131584,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,60,United-States,<=50K
+87826,36,Local-gov,95855,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,60,United-States,>50K
+4922,54,Private,391016,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+86488,36,Federal-gov,51089,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+18314,78,Self-emp-inc,188044,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,40,United-States,>50K
+98784,77,Private,117898,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+61842,28,Private,70240,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+2918,39,Self-emp-not-inc,187693,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,United-States,>50K
+17441,37,Private,341672,Bachelors,13,Separated,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+89602,34,Private,208043,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,45,United-States,>50K
+18140,22,Local-gov,289982,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+95751,54,Private,76344,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+74454,21,Private,200973,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+40527,36,Private,111377,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73637,62,Self-emp-not-inc,136684,HS-grad,9,Widowed,Adm-clerical,Other-relative,White,Female,0,0,30,United-States,<=50K
+61861,40,Private,176716,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+23448,47,Self-emp-not-inc,166894,Some-college,10,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39311,38,Private,243872,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+65946,28,Private,155621,5th-6th,3,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+99433,46,Private,102597,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+36071,22,Private,60331,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+45264,37,Private,75024,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,25,Canada,<=50K
+4520,69,Private,174474,10th,6,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,28,Peru,<=50K
+78919,43,Private,145441,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+93711,53,Private,83434,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,21,Japan,>50K
+28280,20,Private,691830,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+20653,22,Private,189203,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+2132,48,Private,115784,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+60732,40,Federal-gov,280167,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+74160,68,,407338,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+98303,39,Private,52978,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,1721,55,United-States,<=50K
+32498,57,Private,169329,HS-grad,9,Married-civ-spouse,Tech-support,Husband,Black,Male,0,1887,40,Trinadad&Tobago,>50K
+91046,23,Private,315065,10th,6,Never-married,Other-service,Unmarried,White,Male,0,0,60,Mexico,<=50K
+65582,25,Local-gov,167835,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,38,United-States,>50K
+88690,22,Private,63105,HS-grad,9,Never-married,Prof-specialty,Own-child,Black,Male,0,0,40,United-States,<=50K
+35941,23,Private,520775,12th,8,Never-married,Priv-house-serv,Own-child,White,Male,0,0,30,United-States,<=50K
+37856,41,Local-gov,47902,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+14592,25,Private,145434,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,25,United-States,<=50K
+54724,58,Private,56392,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+56919,33,Private,162312,HS-grad,9,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,45,Japan,<=50K
+19908,28,Private,204074,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+32820,19,Private,99246,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,25,United-States,<=50K
+76425,44,Private,102085,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+92285,68,Private,168794,Preschool,1,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+15881,33,State-gov,332379,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+93031,24,Private,233419,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89740,44,Self-emp-not-inc,57233,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+52674,38,Private,192337,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+46806,31,Private,442429,HS-grad,9,Separated,Craft-repair,Unmarried,White,Female,0,0,40,Mexico,<=50K
+97464,29,Private,369114,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66327,65,Private,261334,9th,5,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13719,55,Private,160303,HS-grad,9,Widowed,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+71966,49,Private,50474,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+28432,27,Private,321577,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+72667,41,Private,29591,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+44962,33,Self-emp-not-inc,334744,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+45443,22,Self-emp-not-inc,269474,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+38789,41,Private,287306,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+54290,66,Private,33619,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,4,United-States,<=50K
+96499,38,Private,149347,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+78668,43,Private,96249,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,>50K
+50459,40,Local-gov,370502,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+92503,32,Private,188246,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+19424,30,Private,167558,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,35,Mexico,<=50K
+90013,35,Private,292185,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+44209,41,Private,101593,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+23559,33,Local-gov,70164,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+4635,36,Private,269722,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+56053,33,Self-emp-not-inc,175502,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+42042,53,Private,233165,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+14033,27,Private,177351,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+67504,22,Private,212114,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,15,United-States,<=50K
+97401,26,Private,288959,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,36,United-States,<=50K
+3817,64,Private,231619,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,21,United-States,<=50K
+14670,48,Private,146919,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+78780,23,Private,388811,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+72631,26,Private,243560,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,40,,<=50K
+84487,35,Self-emp-not-inc,98360,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+90077,46,Private,369538,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+36166,65,Self-emp-not-inc,31740,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+87031,53,Private,223660,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Male,6849,0,40,United-States,<=50K
+26412,18,Private,333611,5th-6th,3,Never-married,Other-service,Other-relative,White,Male,0,0,54,Mexico,<=50K
+88078,34,Self-emp-not-inc,108247,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+68718,28,Private,76129,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Guatemala,<=50K
+26400,37,Private,91711,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+25029,61,,166855,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+60511,59,Private,182062,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+73372,32,Private,252752,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,13550,0,60,United-States,>50K
+17028,31,Private,43953,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,<=50K
+61777,25,Local-gov,84224,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89261,81,Private,100675,1st-4th,2,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,Poland,<=50K
+5956,47,Private,155509,HS-grad,9,Separated,Other-service,Other-relative,Black,Female,0,0,35,United-States,<=50K
+52160,39,Private,29814,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+60071,37,Private,241805,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,30,United-States,<=50K
+14731,44,Private,214838,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+38854,37,Private,240810,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+69913,41,Private,154076,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+66069,27,,175552,5th-6th,3,Married-civ-spouse,,Wife,White,Female,0,0,40,Mexico,<=50K
+17439,55,Private,170287,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Poland,>50K
+13183,60,Private,145995,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+37645,22,Private,433669,Assoc-acdm,12,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,36,,<=50K
+18413,23,Private,233626,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+90288,19,Private,607799,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,60,United-States,<=50K
+92417,45,Private,88500,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+41328,36,Private,127809,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+14761,46,Private,243743,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+59186,48,Private,177211,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+40081,39,Self-emp-not-inc,231180,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+34085,29,Private,253856,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+3343,39,Private,177075,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23298,26,Private,152855,HS-grad,9,Never-married,Exec-managerial,Own-child,Other,Female,0,0,40,Mexico,<=50K
+78173,37,Private,191137,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Male,0,0,25,United-States,<=50K
+34217,49,Private,255559,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+28029,27,Private,169815,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+88323,28,Private,221215,10th,6,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+59444,35,Private,270059,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+89408,54,,31588,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2635,0,40,United-States,<=50K
+54705,17,Private,345403,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+35361,18,Private,194897,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+71498,33,Private,388741,Some-college,10,Never-married,Adm-clerical,Unmarried,Other,Female,0,0,38,United-States,<=50K
+29029,33,Private,355856,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,60,United-States,<=50K
+79412,51,Private,122109,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+29612,49,Private,75673,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+49542,49,Self-emp-inc,141058,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,2339,50,United-States,<=50K
+68204,41,Private,47902,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+20861,64,Private,221343,1st-4th,2,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,12,United-States,<=50K
+62939,40,Private,255675,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28415,49,Federal-gov,203505,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60631,23,Private,125106,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+98207,34,Private,139890,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+78916,38,Private,76878,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+11809,47,Self-emp-not-inc,28035,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,86,United-States,<=50K
+8653,30,Private,43953,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,1974,40,United-States,<=50K
+21479,36,Private,163237,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+53818,23,Local-gov,55890,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99691,47,Self-emp-not-inc,255934,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+64850,61,Private,168654,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,Canada,<=50K
+5751,47,Self-emp-not-inc,39986,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+1365,56,Private,208451,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+51827,20,Private,206681,12th,8,Never-married,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+13818,33,Private,117779,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,46,United-States,>50K
+72141,36,Self-emp-not-inc,129150,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+52167,38,,177273,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,35,United-States,<=50K
+43587,34,Local-gov,226443,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+45930,56,Private,146326,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+29526,32,Private,187901,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,23,United-States,<=50K
+96953,26,Private,97153,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,40,United-States,>50K
+3952,49,Private,188694,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+60138,71,Private,187493,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+30301,19,Private,212468,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+56707,20,Private,84726,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3655,42,Private,137907,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+30227,51,Private,34361,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,20,United-States,>50K
+22781,38,Private,254114,Some-college,10,Married-spouse-absent,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+87226,38,Private,170174,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+53879,35,Self-emp-not-inc,190895,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,25,United-States,<=50K
+93935,24,Local-gov,317443,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+12203,40,Private,375603,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Male,0,0,40,United-States,<=50K
+22324,21,Private,203076,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+54136,49,Private,53893,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17825,18,,171748,Some-college,10,Never-married,,Own-child,Black,Female,0,0,24,United-States,<=50K
+76971,54,Private,167770,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,55,United-States,>50K
+41692,52,Private,204584,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,42,United-States,<=50K
+89449,27,Private,660870,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+14889,20,Private,105686,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42993,38,,70282,Masters,14,Married-civ-spouse,,Wife,Black,Female,15024,0,2,United-States,>50K
+1228,31,Private,148607,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77695,25,Private,255849,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+20996,19,Federal-gov,255921,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,England,<=50K
+86130,33,Private,113326,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+57231,23,Private,440456,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61405,34,Private,105493,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+59004,42,Private,259757,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,653,50,United-States,>50K
+1042,37,Local-gov,89491,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36827,25,Private,171818,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+798,40,Private,51151,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19894,33,Self-emp-not-inc,188957,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+14141,31,Private,97933,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84907,32,Self-emp-inc,195447,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+6246,63,,46907,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,>50K
+5728,54,Self-emp-inc,383365,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+59284,32,Self-emp-not-inc,203408,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+27711,29,Local-gov,148182,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+64075,26,Local-gov,211497,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+50280,39,Self-emp-not-inc,48063,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+68307,57,Private,211804,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,50,United-States,>50K
+92245,54,Private,185407,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+64187,57,Private,225927,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+30112,23,Federal-gov,314525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81705,27,Self-emp-not-inc,208577,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+38250,42,Private,222884,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+30713,31,Private,209538,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48111,49,Local-gov,177114,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+24695,50,Private,173754,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36811,46,Local-gov,121370,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+25507,37,Private,67125,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+65137,26,Private,67240,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11341,27,Private,198346,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+63042,24,Private,141003,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,25,United-States,<=50K
+47520,24,Self-emp-inc,60668,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+32778,29,Private,104256,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,34,United-States,<=50K
+62123,47,Private,131002,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+85862,33,Self-emp-not-inc,155151,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1740,50,United-States,<=50K
+76538,26,Private,177720,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+6446,20,Private,39615,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+92482,25,Private,203871,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,40,United-States,>50K
+11779,57,State-gov,25045,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Male,2174,0,37,United-States,<=50K
+53535,36,Private,112264,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+19541,25,Private,169100,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+84269,46,Private,155659,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Germany,>50K
+30400,39,Private,291665,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,4508,0,24,United-States,<=50K
+19256,29,Private,224215,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+34642,18,Private,270502,11th,7,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+35284,46,Private,125487,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+75684,61,Private,51385,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+85904,41,Private,112763,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54278,50,Private,108926,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+57122,53,Private,366957,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,99999,0,50,India,>50K
+30605,36,Local-gov,109766,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+37095,38,Private,226106,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95930,75,Self-emp-not-inc,92792,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+78194,26,Private,186950,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+91948,44,Private,230478,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+871,25,Private,231638,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+59844,31,Private,120461,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+55166,49,Private,33673,12th,8,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+54350,34,Private,191385,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+63906,31,Self-emp-not-inc,229946,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Columbia,<=50K
+46997,47,Self-emp-not-inc,160131,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54635,38,Private,190895,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+93966,18,Private,126021,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,20,United-States,<=50K
+40114,47,Private,27815,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,1719,30,United-States,<=50K
+58302,42,Private,203542,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75366,29,Private,144592,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+70356,38,Local-gov,223004,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,75,United-States,<=50K
+79487,22,Private,183257,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+41511,32,Private,172714,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+78915,20,Private,131611,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,48,United-States,<=50K
+25592,41,Private,253060,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+38955,46,Private,471990,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,46,United-States,>50K
+70921,44,Private,138966,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,<=50K
+71570,35,Private,385412,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57242,18,,184101,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+66973,60,Private,103344,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,40,United-States,>50K
+60771,36,Local-gov,135786,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+66999,30,Private,227359,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+80410,40,State-gov,86912,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+31980,21,Private,83033,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,2176,0,20,United-States,<=50K
+81232,25,Private,172581,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+61349,56,State-gov,274111,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,1669,40,United-States,<=50K
+34033,42,Private,187795,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,United-States,>50K
+92843,26,Private,483822,7th-8th,4,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,Guatemala,<=50K
+97972,66,Self-emp-inc,220543,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+62962,48,Private,152953,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,Dominican-Republic,<=50K
+52369,35,Private,239755,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+32533,41,Private,177905,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+54114,19,Private,200136,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+80423,55,Self-emp-not-inc,111625,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+34867,42,Self-emp-not-inc,336513,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,60,United-States,>50K
+92782,45,Private,162915,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26145,29,Private,116662,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3730,42,Self-emp-not-inc,24763,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+59030,65,Private,225580,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+67895,30,Private,169104,Assoc-acdm,12,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+40140,43,Private,212894,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38405,61,Private,93997,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Italy,<=50K
+68819,22,Private,189924,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+49009,23,Private,274424,11th,7,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+2852,34,Private,188246,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+4411,51,Private,284211,HS-grad,9,Widowed,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+69339,21,Private,198259,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+81708,31,Private,368517,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+59474,34,Private,168768,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+13475,33,Federal-gov,122220,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+67685,32,Private,136204,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,0,2824,55,United-States,>50K
+58226,44,Private,175641,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+76186,21,State-gov,173324,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+65975,75,Local-gov,31195,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+26397,55,Federal-gov,88876,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,United-States,>50K
+27909,43,Self-emp-not-inc,176069,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,16,United-States,<=50K
+65085,31,Private,215297,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+68213,41,Private,198425,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+24428,26,Local-gov,180957,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+49502,23,Private,206129,Assoc-voc,11,Never-married,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+83074,42,Federal-gov,65950,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+46349,29,Private,197618,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25107,21,Private,185357,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+9006,28,Private,134890,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+70825,64,,193043,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+81818,35,Federal-gov,153633,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+84649,65,Private,115890,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+87326,34,Private,394447,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,2463,0,50,France,<=50K
+18066,58,Private,343957,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+83230,63,,247986,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+19665,50,Private,238959,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,,>50K
+74349,59,Private,159048,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27310,46,Private,423222,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+55130,30,Private,89735,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+72468,28,Private,31778,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+26498,51,,157327,5th-6th,3,Married-civ-spouse,,Husband,Black,Male,0,0,8,United-States,<=50K
+11794,47,Private,233511,Masters,14,Divorced,Sales,Not-in-family,White,Male,27828,0,60,United-States,>50K
+16369,30,Private,327112,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1564,40,United-States,>50K
+89519,34,Private,236543,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+7108,51,State-gov,194475,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58715,41,Private,303510,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+3131,57,Private,171242,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93188,28,Self-emp-not-inc,39388,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+3749,62,Local-gov,197218,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,18,United-States,<=50K
+25068,22,State-gov,151991,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,20,United-States,<=50K
+80085,38,Private,374524,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+9338,34,,267352,11th,7,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+73524,45,Local-gov,364563,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+20252,37,Private,186035,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+2843,21,Private,47541,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+6106,49,Private,151107,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+53415,24,Private,500509,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+7707,47,Private,138107,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,2258,40,United-States,>50K
+30242,20,Federal-gov,225515,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,24,United-States,<=50K
+84500,27,Private,153291,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+3231,40,Private,169885,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33010,19,,112780,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+31817,31,Local-gov,175778,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39726,43,Private,55213,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1977,52,United-States,>50K
+95435,48,Private,38950,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+36907,64,Self-emp-not-inc,65991,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,7298,0,45,United-States,>50K
+36655,39,Private,174330,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+99463,50,Private,35224,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2552,52,Private,175622,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+17154,44,Private,164678,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,<=50K
+6502,50,,87263,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,>50K
+84311,54,Private,163671,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,65,United-States,>50K
+66186,17,Self-emp-not-inc,181317,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+84703,33,Federal-gov,177945,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+4335,28,Private,47168,10th,6,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+95382,39,Self-emp-not-inc,190023,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+16478,33,Private,168782,Assoc-voc,11,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+35570,59,Private,175290,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,32,United-States,<=50K
+74757,74,Private,145463,1st-4th,2,Widowed,Priv-house-serv,Not-in-family,Black,Female,0,0,15,United-States,<=50K
+19837,54,Private,159755,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+58837,31,Private,113364,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+87810,31,Private,487742,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+73580,20,Private,304710,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+62024,54,Local-gov,185846,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+99774,42,Private,212894,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,2407,0,40,United-States,<=50K
+83600,57,Self-emp-not-inc,315460,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,<=50K
+96807,49,Private,135643,HS-grad,9,Widowed,Craft-repair,Unmarried,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+14910,40,Private,220977,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,3103,0,40,India,>50K
+53902,19,,117444,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+68848,38,Private,202683,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76514,39,Private,164866,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,>50K
+84591,43,Private,191814,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+27856,32,,227160,Some-college,10,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67942,57,Private,158077,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+74778,38,Private,191103,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,99,United-States,>50K
+8348,25,Private,193701,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+55041,40,Private,143046,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83038,34,Private,206297,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+97221,35,Self-emp-not-inc,188563,HS-grad,9,Divorced,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+27519,53,Private,35102,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,34,United-States,<=50K
+13428,21,Private,203055,Some-college,10,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+91940,43,Private,309932,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27873,43,Self-emp-not-inc,243432,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+60703,22,Private,177107,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+2558,64,Self-emp-not-inc,113929,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+18224,19,,291509,12th,8,Never-married,,Own-child,White,Male,0,0,28,United-States,<=50K
+28401,40,Private,222011,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+42183,34,Private,186824,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,70,United-States,<=50K
+44180,46,Private,192768,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+86777,35,Private,234962,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+19730,32,Private,83253,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+274,26,Private,248990,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+645,25,Private,346159,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73484,55,Private,272656,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,55,United-States,>50K
+48891,22,Private,60552,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+17890,29,State-gov,33798,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+33952,38,Self-emp-not-inc,112158,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,<=50K
+60316,55,Private,200992,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+1123,26,Private,98155,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+6968,34,Self-emp-inc,79586,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Male,0,0,60,United-States,<=50K
+81192,25,State-gov,143062,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+53528,39,Private,101146,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,4650,0,40,United-States,<=50K
+8299,18,,284450,11th,7,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+82465,58,State-gov,159021,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+99843,34,Local-gov,353270,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+81344,29,Self-emp-not-inc,162312,Some-college,10,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,45,South,<=50K
+609,49,State-gov,231961,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Male,0,0,50,United-States,>50K
+11569,38,Private,181943,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+25032,21,Private,163595,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+44061,28,Private,130856,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+99282,42,Private,208875,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,El-Salvador,>50K
+37329,29,Self-emp-not-inc,58744,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+60293,48,Private,116641,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+82554,40,Private,69333,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+69180,36,Private,320811,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+15474,34,Private,197886,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+13285,57,Self-emp-not-inc,253914,1st-4th,2,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,Mexico,<=50K
+11641,24,Private,89154,9th,5,Never-married,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+93677,32,Private,372317,9th,5,Separated,Other-service,Unmarried,White,Female,0,0,23,Mexico,<=50K
+51965,18,Self-emp-not-inc,296090,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,48,,<=50K
+54941,39,Private,192614,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,<=50K
+94530,39,Private,403489,11th,7,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+53923,18,Private,169652,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+77606,20,Private,217467,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+17542,27,,162104,9th,5,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+35931,54,Private,175912,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+21188,40,Self-emp-not-inc,179533,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,>50K
+79869,27,Private,149624,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+75416,27,Private,289147,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+32182,43,Federal-gov,347720,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+17822,22,Private,406978,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+15540,17,Private,193199,11th,7,Never-married,Sales,Unmarried,White,Female,0,0,12,Poland,<=50K
+67839,37,Self-emp-inc,163998,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+63430,49,Private,173115,10th,6,Separated,Exec-managerial,Not-in-family,Black,Male,4416,0,99,United-States,<=50K
+61396,33,Private,333701,Assoc-voc,11,Never-married,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+27641,21,State-gov,48121,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,1602,10,United-States,<=50K
+24169,45,Private,186256,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57764,33,Private,104525,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+81199,25,Private,104097,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,60,United-States,<=50K
+63520,71,Private,212806,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,<=50K
+65880,23,Local-gov,203353,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,45,United-States,<=50K
+59608,41,Private,130126,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,>50K
+72160,21,,270043,10th,6,Never-married,,Unmarried,White,Female,0,0,30,United-States,<=50K
+16504,47,Private,218435,HS-grad,9,Married-spouse-absent,Sales,Unmarried,White,Female,0,0,20,Cuba,<=50K
+95760,30,Private,154120,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+36934,40,Private,193537,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Dominican-Republic,<=50K
+66001,44,Private,84535,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+83327,50,Private,150999,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+1089,31,State-gov,157673,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+75010,68,Private,217424,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,24,United-States,<=50K
+37073,45,Private,358886,12th,8,Married-civ-spouse,Adm-clerical,Husband,White,Male,2407,0,50,United-States,<=50K
+56848,38,Private,186191,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+8149,78,Self-emp-inc,212660,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+96504,31,Self-emp-inc,31740,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+35710,39,Private,498785,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38750,36,Self-emp-not-inc,35945,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,45,United-States,>50K
+55458,46,Local-gov,162566,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,Canada,<=50K
+6439,30,Private,118861,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+86107,34,Private,206609,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,35,United-States,<=50K
+97962,30,Federal-gov,423064,HS-grad,9,Separated,Adm-clerical,Other-relative,Black,Male,0,0,35,United-States,<=50K
+1446,47,Private,191957,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+69046,40,Private,223934,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,17,United-States,>50K
+45657,62,,129246,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+59674,44,Self-emp-not-inc,195486,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,70,Jamaica,<=50K
+72236,40,Private,114580,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Female,0,0,40,Vietnam,<=50K
+7404,20,Private,119215,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+51539,45,Private,240554,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+249,55,Private,199067,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,42,United-States,>50K
+9062,51,Private,144084,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+54879,38,Private,358682,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+60427,49,Local-gov,59612,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+70771,49,State-gov,391585,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+50729,30,Local-gov,101345,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,26,United-States,<=50K
+37490,20,Private,117618,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+21590,34,Private,231238,9th,5,Separated,Farming-fishing,Unmarried,Black,Male,0,0,40,United-States,<=50K
+91196,42,Local-gov,143046,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+39988,46,Private,326857,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,2415,65,United-States,>50K
+49241,43,Private,203642,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+8557,62,Private,88579,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+34306,21,Private,240517,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,70,United-States,<=50K
+70478,58,Local-gov,156649,1st-4th,2,Widowed,Handlers-cleaners,Unmarried,Black,Male,0,0,40,United-States,<=50K
+97728,30,Private,143392,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+28191,37,Private,365465,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,70,Philippines,<=50K
+99395,22,State-gov,264710,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+19015,64,State-gov,223830,9th,5,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+8769,42,Private,154374,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+72205,43,State-gov,242521,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92729,34,Private,124569,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3208,25,Private,209230,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,6,United-States,<=50K
+98683,21,Private,162228,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+63511,45,Federal-gov,60267,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+46307,55,Self-emp-not-inc,76901,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+39570,24,Private,137876,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+16264,70,Self-emp-not-inc,347910,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+16501,27,Local-gov,138917,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+85480,34,Private,532379,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85726,57,Private,31532,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+17755,37,Self-emp-not-inc,30973,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+53296,52,Private,117295,1st-4th,2,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+76456,32,Private,295282,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+3087,42,Private,190786,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95577,24,Private,246207,Bachelors,13,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+52310,50,Private,130780,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+84353,36,Private,186212,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+30148,42,Private,175526,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8584,40,Private,207025,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,6849,0,38,United-States,<=50K
+31834,39,Federal-gov,82622,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+43922,51,Private,199688,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,,>50K
+53683,38,State-gov,318886,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,52,United-States,<=50K
+68002,18,Private,256005,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+28305,63,Self-emp-not-inc,217715,5th-6th,3,Never-married,Sales,Not-in-family,White,Female,0,0,3,United-States,<=50K
+13799,50,Private,205803,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+89098,82,Self-emp-not-inc,240491,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,<=50K
+34814,33,Private,154120,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+47426,37,Private,69251,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+2810,24,Private,333505,HS-grad,9,Married-spouse-absent,Transport-moving,Own-child,White,Male,0,0,40,Peru,<=50K
+1715,31,Private,168521,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+33990,59,Private,193568,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+65837,18,Private,426895,12th,8,Never-married,Farming-fishing,Own-child,White,Male,0,0,55,United-States,<=50K
+15251,47,Self-emp-not-inc,131826,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+55993,48,Private,79646,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+16004,27,Private,167031,Bachelors,13,Never-married,Prof-specialty,Unmarried,Other,Female,0,0,33,United-States,<=50K
+45903,34,Private,73199,11th,7,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+82582,50,Private,114056,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,84,United-States,<=50K
+53353,57,Self-emp-not-inc,110417,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,<=50K
+27124,60,Private,33266,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60454,39,Private,154410,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+45512,56,,154537,Some-college,10,Divorced,,Unmarried,White,Female,0,0,50,United-States,>50K
+92685,18,Private,27780,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+34529,26,Private,142914,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,75,United-States,<=50K
+75492,37,Private,190987,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,7298,0,40,United-States,>50K
+58631,20,Private,314422,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+74930,29,Local-gov,273771,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+34741,30,Private,175083,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,52,United-States,<=50K
+99779,21,Private,63665,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+92513,24,Local-gov,193416,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+71350,51,Private,74275,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+37174,31,Private,122609,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+5048,45,Private,225456,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+27775,36,Local-gov,116892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+30287,29,Private,196971,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,72,United-States,<=50K
+27101,20,Private,105312,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+7600,46,Private,108699,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+49133,44,Private,171615,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+65036,39,Private,388023,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+35328,39,Private,181553,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+51787,45,Private,170850,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+38921,28,Private,187479,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+58838,44,Private,277720,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+79932,48,Local-gov,493862,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,7298,0,38,United-States,>50K
+44472,27,Private,220754,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,70,United-States,<=50K
+48819,34,Self-emp-not-inc,209768,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+9263,35,Private,93225,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91977,28,Federal-gov,341709,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24919,25,Private,236242,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+99222,21,Private,121889,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+58518,18,Private,318190,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+47449,63,Self-emp-not-inc,111306,7th-8th,4,Widowed,Farming-fishing,Unmarried,White,Female,0,0,10,United-States,<=50K
+66051,18,Private,198614,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,8,United-States,<=50K
+16730,32,Private,193231,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81262,25,,104614,11th,7,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+52982,19,Private,172368,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+20866,23,Private,60331,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+50084,38,Private,154568,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+2312,36,Private,192939,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+89207,43,Private,138184,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,1762,35,United-States,<=50K
+56247,45,Private,238567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,England,>50K
+85078,30,Private,208068,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,Mexico,<=50K
+8648,46,Private,181810,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,4064,0,40,United-States,<=50K
+23929,24,Federal-gov,283918,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,25,United-States,<=50K
+67246,42,Private,107276,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,2444,40,United-States,>50K
+1627,23,Private,37783,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+11961,27,Private,263552,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+86236,48,Private,255439,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19910,31,Self-emp-inc,344275,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+9446,31,Private,70568,1st-4th,2,Never-married,Other-service,Other-relative,White,Female,0,0,25,El-Salvador,<=50K
+39469,18,Private,127827,12th,8,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+22789,36,Private,185203,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12522,58,Private,123436,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+79987,51,Self-emp-not-inc,136322,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1579,40,United-States,<=50K
+77920,22,Private,187052,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+82248,72,Private,177769,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+47166,61,Private,68268,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+94100,42,Private,424855,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3908,0,40,United-States,<=50K
+3418,37,Federal-gov,81853,HS-grad,9,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,,<=50K
+39711,30,Self-emp-inc,153549,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+2343,40,Private,271393,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27911,20,Private,198148,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+95244,65,Private,469602,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+44326,36,Private,163290,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+2768,37,Private,295949,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35429,33,Self-emp-not-inc,125279,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+87024,64,Local-gov,182866,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+75356,61,Self-emp-not-inc,111563,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,>50K
+2403,38,Private,34173,Bachelors,13,Never-married,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+62868,27,Private,183627,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+1765,24,Private,197757,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+25558,39,Private,98941,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+6181,44,Private,205474,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+60275,47,Private,206659,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+50456,73,,191394,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+65557,66,Private,244661,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+87444,53,Private,47396,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+55018,43,State-gov,270721,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+24298,57,State-gov,32694,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+71629,44,Private,171256,Assoc-acdm,12,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,45,United-States,<=50K
+65077,59,Private,169982,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2002,50,United-States,<=50K
+68030,52,Self-emp-not-inc,217210,HS-grad,9,Widowed,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+14577,46,Private,218329,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+79347,20,Private,386643,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+84150,37,Federal-gov,125933,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+5952,41,Self-emp-not-inc,155767,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+84040,39,Federal-gov,432555,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,1628,40,United-States,<=50K
+27686,30,Private,54929,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+87131,59,Private,162136,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,56,United-States,<=50K
+63871,22,Private,256504,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+6231,40,Private,162098,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+58804,39,Self-emp-not-inc,103110,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+22752,24,Private,227610,10th,6,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,58,United-States,<=50K
+38458,63,Private,176696,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+1864,51,Private,220019,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38198,34,Self-emp-inc,242984,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+31844,38,Private,187847,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+16448,17,Private,132636,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+99518,20,Private,108887,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+98368,42,Self-emp-not-inc,195897,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67863,41,Private,112181,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,12,United-States,>50K
+74583,56,Local-gov,391926,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+38789,17,Private,195505,10th,6,Never-married,Sales,Own-child,White,Male,0,0,5,United-States,<=50K
+93251,31,Private,43819,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,43,United-States,>50K
+90988,23,Private,145389,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+91218,33,,186824,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+12063,36,Local-gov,101833,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57803,37,Private,82283,5th-6th,3,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+98059,52,Private,99602,HS-grad,9,Separated,Craft-repair,Own-child,Black,Female,0,0,40,United-States,<=50K
+3673,28,Private,213276,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+87436,59,Private,424468,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+98717,30,Private,176123,10th,6,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+91534,32,Private,38797,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97225,30,Private,101859,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+80239,53,Private,87158,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+36771,54,Self-emp-not-inc,205066,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+54065,26,Private,56929,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,50,,<=50K
+8193,34,Private,25322,Bachelors,13,Married-spouse-absent,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,2339,40,,<=50K
+62586,31,Private,87950,Assoc-voc,11,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+99361,34,Private,150154,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+88933,58,Private,142076,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Male,4787,0,39,United-States,>50K
+56619,30,State-gov,112139,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+82273,53,Private,149217,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+9068,27,Private,189974,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+92650,23,Private,109199,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+23993,24,Private,190290,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+67165,36,Private,189404,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,35,United-States,>50K
+79101,33,Federal-gov,428271,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+87109,22,State-gov,134192,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,10,United-States,<=50K
+74481,47,Private,168211,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+37560,34,Private,277314,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,Black,Male,0,1902,50,United-States,>50K
+81994,44,Federal-gov,316120,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,>50K
+4761,41,Private,107276,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+18146,45,,112453,HS-grad,9,Separated,,Not-in-family,Asian-Pac-Islander,Male,0,0,4,United-States,<=50K
+58440,24,Private,346909,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,Mexico,<=50K
+42841,65,,105017,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+41723,45,Private,317360,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+26694,23,Private,189017,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+1832,54,Private,138179,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+88822,40,Private,299813,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,37,Dominican-Republic,<=50K
+56721,45,Private,265083,5th-6th,3,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,35,Mexico,<=50K
+68037,50,Private,185846,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+87463,40,Private,184655,Assoc-acdm,12,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+91319,24,Private,200295,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41662,42,Private,117319,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+80312,50,Private,63000,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+68480,58,Self-emp-not-inc,106942,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+78148,47,Private,52795,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,46,United-States,<=50K
+59758,37,Private,51264,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,99,France,>50K
+83530,37,Self-emp-not-inc,410919,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+28662,22,Private,105592,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+88368,29,Self-emp-not-inc,183151,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+69614,45,Private,209912,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+55438,49,Self-emp-not-inc,275845,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+19695,44,Local-gov,241851,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,4386,0,40,United-States,>50K
+87842,72,Private,89299,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,16,United-States,<=50K
+603,63,Self-emp-not-inc,106648,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,12,United-States,<=50K
+14150,26,Private,58426,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+56659,58,Self-emp-not-inc,121912,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+10419,40,Private,170730,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+33371,56,Private,257555,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+90103,55,Self-emp-not-inc,51499,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+44068,28,Private,195000,Bachelors,13,Never-married,Sales,Other-relative,White,Female,0,0,45,United-States,<=50K
+47211,57,Private,108741,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+46760,37,Private,184964,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+48263,44,Private,156815,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77009,31,Private,49325,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32494,42,Private,121718,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Germany,<=50K
+25430,18,Private,172076,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+87639,57,Self-emp-not-inc,327901,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85234,53,Local-gov,215990,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+49397,38,Private,210866,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+36711,33,Private,322873,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+47391,42,Private,265698,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+15950,70,,26990,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+78728,50,Private,177896,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+35874,50,Private,189107,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84187,28,Private,306830,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Nicaragua,<=50K
+54617,72,Federal-gov,39110,11th,7,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,8,Canada,<=50K
+6626,33,Private,155475,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+60520,47,Private,135803,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,25,Philippines,<=50K
+19418,48,Private,117849,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+21685,64,Self-emp-not-inc,339321,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,24,United-States,>50K
+84538,19,Private,318822,11th,7,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,35,United-States,<=50K
+34120,48,Private,174794,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+82665,37,Private,204277,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1848,48,United-States,>50K
+84834,55,Private,182460,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,35,United-States,>50K
+65702,24,Private,193920,Masters,14,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,45,,<=50K
+26904,42,Federal-gov,91468,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44059,43,Private,106760,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,50,Canada,>50K
+67107,34,Private,375680,Assoc-acdm,12,Never-married,Craft-repair,Own-child,Black,Female,0,0,40,United-States,<=50K
+99483,55,Self-emp-inc,222615,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+37468,22,Private,190968,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+61822,39,Private,76767,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+21473,50,Self-emp-not-inc,203098,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+45440,47,Local-gov,162187,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+51697,25,Private,242729,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+63275,52,Private,253784,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+38536,30,Private,206051,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+84401,37,Self-emp-not-inc,181553,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+60889,73,Self-emp-inc,80986,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+66356,50,Private,200783,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+89749,34,Private,42596,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+83858,24,Private,464502,Assoc-acdm,12,Never-married,Sales,Not-in-family,Black,Male,0,0,40,,<=50K
+92962,66,Private,205724,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,>50K
+64258,22,Private,446140,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,55,United-States,<=50K
+58878,69,Local-gov,32287,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,<=50K
+90090,23,Private,56774,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+21412,55,Private,308118,Bachelors,13,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,,<=50K
+70820,35,Private,176279,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+12079,20,Private,103277,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+83290,70,Self-emp-inc,225780,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,>50K
+36904,54,Private,154728,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7688,0,40,United-States,>50K
+66781,34,Private,149943,HS-grad,9,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Japan,<=50K
+14388,38,State-gov,22245,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+67894,33,Private,93056,7th-8th,4,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+56258,43,Private,270522,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,26,United-States,<=50K
+1824,60,Self-emp-inc,123218,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+80039,81,Self-emp-not-inc,123959,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,1668,3,Hungary,<=50K
+60902,32,Self-emp-not-inc,103642,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+53541,34,Private,157747,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+73457,46,Self-emp-not-inc,154083,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,25,United-States,<=50K
+90765,30,State-gov,23037,Some-college,10,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,0,0,84,United-States,<=50K
+34823,23,,226891,HS-grad,9,Never-married,,Other-relative,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+54853,29,Private,50028,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+97424,51,Private,138251,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+95289,31,Private,369825,7th-8th,4,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,25,United-States,<=50K
+71995,36,Federal-gov,44364,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,36,United-States,<=50K
+45330,23,Private,230704,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,22,United-States,<=50K
+23073,35,Private,42044,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,United-States,<=50K
+65985,28,Local-gov,56340,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16742,33,State-gov,156015,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+89007,40,Private,163434,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+84740,27,Private,85251,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+42158,38,Self-emp-inc,187411,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+58853,47,Private,155124,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,1669,40,United-States,<=50K
+61,25,Private,396633,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,56,United-States,>50K
+41506,45,Private,182313,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+90130,38,Private,52596,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+62023,66,,260111,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+87463,65,Local-gov,143570,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+15391,30,Private,160634,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,>50K
+90856,54,Private,29909,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,43,United-States,<=50K
+68459,49,Private,94215,12th,8,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88737,41,Self-emp-not-inc,151990,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,15,United-States,>50K
+53340,48,Federal-gov,188081,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+27760,23,Private,218445,5th-6th,3,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,12,Mexico,<=50K
+12588,77,Private,235775,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,Cuba,<=50K
+7379,19,Private,98605,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+81856,30,Private,188398,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+25018,41,Self-emp-inc,140365,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,55,United-States,>50K
+86816,35,Private,202950,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,Iran,>50K
+93963,20,Private,218215,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+12092,66,Self-emp-inc,197816,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,10605,0,40,United-States,>50K
+21782,49,Private,147002,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,40,Puerto-Rico,<=50K
+94460,52,Private,138497,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+82924,24,Private,57711,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+29552,50,Private,169925,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+99066,22,Private,72310,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+16865,19,Private,170800,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+4549,39,Private,215095,11th,7,Never-married,Prof-specialty,Unmarried,White,Female,0,0,30,Puerto-Rico,<=50K
+9874,45,Private,480717,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,38,,<=50K
+30749,61,Local-gov,34632,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+42589,45,Private,140664,Assoc-acdm,12,Divorced,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+93241,36,Local-gov,177858,Bachelors,13,Married-civ-spouse,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+84091,40,Private,160369,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,45,United-States,>50K
+50553,38,Private,129102,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+365,52,Local-gov,278522,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+12971,29,Federal-gov,124953,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,42,United-States,>50K
+10327,33,Private,63184,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99848,40,Self-emp-not-inc,165815,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+46697,34,Private,248584,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+22826,46,Local-gov,226871,Bachelors,13,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,50,United-States,>50K
+9164,44,Private,267717,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,45,United-States,>50K
+14509,19,Private,60367,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,13,United-States,<=50K
+14066,44,Private,134120,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+17255,40,Private,95639,HS-grad,9,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+97097,20,Private,132053,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,2,United-States,<=50K
+65569,24,Private,138768,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+12267,76,Private,203910,HS-grad,9,Widowed,Other-service,Not-in-family,White,Male,0,0,17,United-States,<=50K
+86354,20,Private,109952,HS-grad,9,Married-civ-spouse,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+91738,33,Private,155781,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+77817,31,Private,49398,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+42295,33,Private,159303,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+36037,19,Private,248339,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+19808,29,Private,190539,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1590,50,United-States,<=50K
+19988,30,Private,183620,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+24830,48,Private,25468,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,99999,0,50,United-States,>50K
+20202,42,Private,201495,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+58330,37,Private,52221,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15520,54,Self-emp-inc,96460,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+68962,42,Private,325353,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,42,United-States,>50K
+92274,28,Self-emp-not-inc,176027,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+71736,42,Local-gov,266135,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,>50K
+32271,60,State-gov,194252,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,3103,0,40,United-States,>50K
+33401,76,,164835,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+90230,21,Private,363192,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+62625,29,Private,31360,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+21378,43,Private,63503,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+46487,44,Private,157614,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,0,38,United-States,<=50K
+56901,45,Private,160647,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,4687,0,35,United-States,>50K
+41356,38,Private,363395,Some-college,10,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+62758,28,Private,338376,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+77227,29,Private,87523,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+30769,20,Private,280714,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+63979,49,Self-emp-inc,119565,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+93794,36,Local-gov,171482,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,>50K
+98813,40,Self-emp-inc,49249,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+63207,17,Private,331552,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+52407,45,Private,174426,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88456,42,Private,184105,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,28,United-States,<=50K
+73869,29,Private,37933,Bachelors,13,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+21921,57,Self-emp-not-inc,291529,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,13,United-States,>50K
+44176,23,Private,376416,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15095,20,Private,263612,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,Haiti,<=50K
+47074,23,Private,227471,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+84587,39,Private,191103,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32326,34,Private,35644,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+12624,43,Self-emp-not-inc,227298,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+38377,25,State-gov,187508,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+41540,40,Private,184378,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Puerto-Rico,<=50K
+42760,52,Self-emp-not-inc,190333,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,25,United-States,<=50K
+73204,48,Private,155372,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,36,United-States,<=50K
+12655,37,Private,259882,Assoc-voc,11,Never-married,Sales,Unmarried,Black,Female,0,0,6,United-States,<=50K
+18171,36,Private,217077,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+84760,33,Private,103596,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+7047,36,Local-gov,188236,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+4106,24,Private,353010,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,10,United-States,<=50K
+75703,42,Local-gov,70655,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12048,35,Self-emp-inc,64874,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+35314,40,Federal-gov,219240,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,22,United-States,<=50K
+33327,50,Self-emp-inc,104849,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+40083,40,Private,173590,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+94935,22,Private,412316,HS-grad,9,Never-married,Sales,Other-relative,Black,Male,0,0,40,,<=50K
+70186,57,Self-emp-inc,195835,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+70460,51,Local-gov,170579,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+7649,61,Federal-gov,230545,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,Puerto-Rico,<=50K
+10577,71,Private,162297,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,20,United-States,<=50K
+47994,47,Private,169549,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+46318,38,Private,117528,Bachelors,13,Never-married,Other-service,Other-relative,White,Female,0,0,45,United-States,<=50K
+29792,25,Private,273876,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+1375,33,Private,529104,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+80272,40,State-gov,456110,11th,7,Divorced,Transport-moving,Unmarried,White,Female,0,0,52,United-States,<=50K
+38405,39,,180868,11th,7,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+86170,29,Private,170301,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,2829,0,40,United-States,<=50K
+32202,33,Private,55717,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26584,46,Private,166181,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,36,United-States,<=50K
+55566,24,Private,52242,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+25249,28,Private,224629,Masters,14,Never-married,Exec-managerial,Not-in-family,Other,Male,0,0,30,Cuba,<=50K
+38538,20,Private,197997,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25383,34,Private,46144,Some-college,10,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+53483,34,State-gov,180871,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,55,United-States,<=50K
+24984,25,Private,212311,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39063,36,Private,232874,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+94958,61,Private,175999,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55771,38,Private,177121,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,58,United-States,<=50K
+60927,57,Private,299358,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,1719,25,United-States,<=50K
+96962,20,,326624,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+7227,56,Private,129836,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,10,United-States,<=50K
+6312,24,Private,225515,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97384,60,Private,145664,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+39490,37,Private,151764,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+6186,27,Private,183523,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+53833,54,Private,257869,Some-college,10,Separated,Other-service,Not-in-family,White,Male,0,0,28,Columbia,<=50K
+1917,40,Private,73025,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,China,<=50K
+59505,18,Private,165532,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+79253,51,Federal-gov,140035,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+74864,40,Self-emp-not-inc,325159,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+30404,64,Federal-gov,161926,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,8,United-States,<=50K
+95148,24,Private,163665,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+97921,33,Private,106938,HS-grad,9,Married-civ-spouse,Tech-support,Wife,Black,Female,0,0,38,United-States,<=50K
+18119,31,Private,97453,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+53600,26,Local-gov,242464,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,3103,0,40,United-States,>50K
+96456,54,Private,155233,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,14084,0,40,United-States,>50K
+55542,31,Private,248653,1st-4th,2,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,37,Mexico,<=50K
+71585,39,Private,59313,12th,8,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,0,0,45,,<=50K
+88194,22,Private,141297,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+93524,31,Private,227325,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91305,68,Private,123653,5th-6th,3,Separated,Other-service,Not-in-family,White,Male,0,0,12,Italy,<=50K
+66496,59,Federal-gov,176317,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+81743,35,Self-emp-not-inc,77146,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,45,United-States,<=50K
+65642,25,Private,169124,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+3290,23,Private,179413,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+1300,35,Private,180137,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,<=50K
+46910,17,State-gov,179319,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+6731,19,Private,45766,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+56047,53,Private,152810,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,55,United-States,>50K
+25169,59,Private,214052,5th-6th,3,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+54820,37,Private,201141,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,37,United-States,<=50K
+6419,74,Self-emp-not-inc,43599,HS-grad,9,Widowed,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+21338,28,Private,292536,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+89936,40,Private,82161,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76290,30,Private,180656,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+3081,20,Private,181370,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+20067,80,Private,148623,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+84031,51,Private,84399,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+13717,17,Private,143331,10th,6,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+34695,37,Federal-gov,48779,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+83534,19,,175495,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,24,United-States,<=50K
+76606,58,Private,83542,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20845,57,Private,214619,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93251,37,Private,160035,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59345,23,Federal-gov,39603,Some-college,10,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+79386,36,Private,181589,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,32,Columbia,<=50K
+8153,33,Private,261511,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9739,30,Private,29522,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+50721,30,Private,36340,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,24,United-States,<=50K
+98677,41,Private,320984,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+33380,57,,403625,Some-college,10,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,60,United-States,>50K
+19280,23,Private,122346,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+43471,40,Private,105794,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,14084,0,50,United-States,>50K
+11940,53,Private,152883,HS-grad,9,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+8489,31,State-gov,123037,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,13,United-States,<=50K
+5095,41,,339682,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,40,Mexico,<=50K
+3032,36,Private,182074,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+34198,30,Private,248588,12th,8,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41497,44,Private,187584,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Canada,<=50K
+30269,36,Private,46706,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+47619,42,Private,190290,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+96316,48,Self-emp-not-inc,247294,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,Peru,<=50K
+15032,22,Private,117779,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+63564,38,Private,121602,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+57099,31,Private,451744,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+56467,32,Private,107793,HS-grad,9,Divorced,Other-service,Own-child,White,Male,2174,0,40,United-States,<=50K
+87148,35,Private,339772,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+93699,21,Private,185582,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,43,United-States,<=50K
+5218,26,Private,260614,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+38500,19,Local-gov,53220,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+92084,43,Private,213844,HS-grad,9,Married-AF-spouse,Craft-repair,Wife,Black,Female,0,0,42,United-States,>50K
+61573,33,Private,213226,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+64167,30,Private,58582,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,10,United-States,<=50K
+967,52,Private,193116,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+22151,38,Local-gov,201410,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+38100,28,Private,190525,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,46,United-States,>50K
+32795,57,Self-emp-not-inc,138285,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Iran,<=50K
+63810,51,Private,111939,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+33531,50,Private,109277,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+95124,32,Private,331539,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,China,>50K
+30841,32,Private,396745,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,48,United-States,>50K
+40152,37,Private,126675,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21889,69,Self-emp-not-inc,349022,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,33,United-States,<=50K
+76340,33,,98145,Some-college,10,Divorced,,Unmarried,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+10039,37,Private,234901,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,>50K
+16923,36,Private,100681,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,2463,0,40,United-States,<=50K
+22816,47,Self-emp-not-inc,265097,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+37087,63,Private,237379,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+85612,21,Private,44793,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,65,United-States,<=50K
+77604,17,Private,270942,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,35,Mexico,<=50K
+37727,56,Private,193622,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+13543,90,Local-gov,187749,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,20,Philippines,<=50K
+77948,27,Private,160178,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+23740,38,Private,680390,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+33217,33,Private,96245,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+96033,26,Private,34803,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30657,20,Private,170091,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+41442,42,Private,231813,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+2838,55,Private,23789,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85555,32,State-gov,438711,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+98217,66,Private,169804,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+36150,66,Local-gov,376506,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,3273,0,40,United-States,<=50K
+52941,49,Private,28791,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82167,34,Private,162814,HS-grad,9,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+95312,38,Private,58108,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+58150,40,Self-emp-inc,102226,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+97844,22,Federal-gov,209131,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+37114,46,Self-emp-not-inc,157117,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+83567,29,Private,172865,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+5672,19,Private,29798,12th,8,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+62574,71,,229424,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39080,37,Local-gov,80680,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,1151,0,35,United-States,<=50K
+51996,52,Local-gov,238959,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,32,United-States,>50K
+34101,27,Private,189462,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,46,United-States,<=50K
+76484,52,Private,139347,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+50352,31,Private,188108,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,4101,0,40,United-States,<=50K
+98712,37,Self-emp-inc,111128,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+46889,28,Private,81540,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33139,25,Private,257562,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+42016,31,Private,59496,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+22832,29,Private,29974,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+1587,45,Private,102597,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+30244,69,Private,41419,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+95443,50,Private,118565,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+21896,54,State-gov,312897,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,46,England,>50K
+84805,17,Private,166290,9th,5,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+42195,34,Private,160261,HS-grad,9,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Male,14084,0,35,China,>50K
+82588,32,Self-emp-not-inc,116834,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,5,,<=50K
+82777,23,Private,203076,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+12708,66,Private,201197,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+43510,61,Private,273803,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50921,55,Private,156797,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50608,24,Private,283896,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58179,30,Private,149368,HS-grad,9,Divorced,Sales,Unmarried,White,Male,1151,0,30,United-States,<=50K
+14797,49,Private,156926,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+76149,21,,163911,Some-college,10,Never-married,,Own-child,White,Female,0,0,3,United-States,<=50K
+4838,56,Self-emp-inc,165881,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+61784,25,Private,86872,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+7872,49,Private,167523,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74995,58,Private,154950,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+34187,40,Federal-gov,171231,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+21431,62,Private,244933,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+44976,54,Private,256908,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,25,United-States,>50K
+64558,34,Self-emp-not-inc,33442,Assoc-voc,11,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+87105,18,Private,126142,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+64169,28,,268222,11th,7,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+80822,32,Private,167106,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Hong,<=50K
+3101,22,Local-gov,50065,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+26684,34,State-gov,252529,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+71909,53,,199665,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+21498,47,Private,343579,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+52882,19,Private,190817,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+91919,41,Self-emp-inc,151089,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,55,United-States,>50K
+62430,46,Private,186820,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,5013,0,40,United-States,<=50K
+45004,56,Self-emp-not-inc,210731,7th-8th,4,Divorced,Sales,Other-relative,White,Male,0,0,20,Mexico,<=50K
+19614,42,Private,123816,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+48193,25,Private,77071,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,2339,35,United-States,<=50K
+9380,42,Private,115085,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+12996,43,Private,170525,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,14344,0,40,United-States,>50K
+2528,17,Private,209949,11th,7,Never-married,Sales,Own-child,White,Female,0,1602,12,United-States,<=50K
+57478,57,Self-emp-not-inc,34297,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92163,40,Private,180985,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+24131,62,Local-gov,33365,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,40,Canada,<=50K
+95733,20,Private,197752,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,16,United-States,<=50K
+60164,47,Private,180551,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+73333,40,Private,77975,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+48413,44,Private,159297,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,40,,>50K
+23727,48,Private,94342,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+32233,39,Self-emp-inc,34180,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+9551,46,Local-gov,367251,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+57600,72,Self-emp-inc,172407,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+72895,53,Private,303462,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,United-States,<=50K
+99767,47,Federal-gov,220269,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+64762,40,Self-emp-not-inc,45093,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,Canada,<=50K
+84278,34,Private,101709,HS-grad,9,Separated,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+62261,41,Private,219591,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+42081,41,Private,76625,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17487,20,Private,342599,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+3011,42,Self-emp-inc,125846,1st-4th,2,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,,<=50K
+25709,54,Local-gov,238257,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+37941,39,Self-emp-inc,206253,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+47978,37,Private,172571,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27993,59,Private,95165,Doctorate,16,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+38024,69,Private,141181,5th-6th,3,Married-civ-spouse,Adm-clerical,Husband,White,Male,1797,0,40,United-States,<=50K
+32834,24,Private,267843,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,35,United-States,<=50K
+65916,36,Private,181382,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+92402,21,,207782,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+64061,68,,103161,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,32,United-States,<=50K
+47639,20,Private,132320,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28997,26,Self-emp-not-inc,201138,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+34574,48,Private,239058,12th,8,Widowed,Handlers-cleaners,Unmarried,White,Female,0,0,50,United-States,<=50K
+49242,39,Self-emp-inc,239755,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+33846,21,Private,176262,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,18,United-States,<=50K
+62921,22,Private,264738,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Female,0,0,42,Germany,<=50K
+87372,34,Private,182218,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+40581,33,Private,318982,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+99002,46,Private,216666,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Guatemala,<=50K
+33840,47,Private,274200,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+93602,65,Private,150095,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+57649,23,Private,192978,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+77248,28,Private,68021,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+82864,34,Self-emp-not-inc,28568,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+97213,20,Private,115057,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85548,28,Private,139568,11th,7,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+845,52,Self-emp-inc,138497,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+19127,40,State-gov,182460,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,38,China,>50K
+26571,22,Private,253310,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,7,United-States,<=50K
+32514,29,Self-emp-inc,130856,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+44916,31,Self-emp-not-inc,389765,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+6280,42,Federal-gov,52781,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+7677,38,Private,146178,HS-grad,9,Never-married,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13638,22,Private,231053,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,United-States,>50K
+85324,21,,145964,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+95741,43,Private,483450,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Mexico,<=50K
+16229,43,Self-emp-inc,198316,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+99883,33,Private,160614,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+70636,17,Self-emp-inc,325171,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+35462,54,Self-emp-not-inc,172898,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,50,United-States,>50K
+30801,45,Private,186473,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+51502,55,Local-gov,286967,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+58173,51,Self-emp-not-inc,111939,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,>50K
+80883,65,Federal-gov,325089,10th,6,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56051,21,Private,143582,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,45,United-States,<=50K
+68389,40,Private,308027,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+40418,58,Private,105060,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+4203,53,Federal-gov,39643,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,58,United-States,<=50K
+18642,39,Private,186191,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,50,United-States,>50K
+72503,56,Local-gov,267763,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+6351,37,Private,124293,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+96181,44,Private,36271,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93778,49,Private,143459,9th,5,Separated,Handlers-cleaners,Own-child,White,Male,0,0,38,United-States,<=50K
+24502,36,Private,186376,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+48172,59,Self-emp-inc,52822,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+58649,33,Private,104509,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+22786,36,Private,184456,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Male,27828,0,50,United-States,>50K
+10513,26,Private,192302,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+18894,22,Private,156822,10th,6,Never-married,Sales,Not-in-family,White,Female,0,1762,25,United-States,<=50K
+74765,25,Private,214413,Masters,14,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+15539,28,Private,108574,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,15,United-States,<=50K
+95732,41,Private,223934,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+84563,45,Private,200559,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+46189,43,Private,137722,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+63916,30,Private,261677,9th,5,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,40,United-States,<=50K
+45447,33,Private,136331,HS-grad,9,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+58489,34,Private,329993,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+84965,21,Private,91819,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+35835,31,Private,201122,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,45,United-States,>50K
+27392,48,Private,315423,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+6470,22,Private,103277,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+12296,47,Private,236805,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,60,United-States,<=50K
+28646,27,Private,74883,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+13176,18,Private,115443,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+19972,43,Private,150528,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+56278,36,Private,43701,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+87881,37,Federal-gov,419053,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6839,24,Private,183594,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+25330,24,Private,390348,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14193,38,Private,36989,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,3908,0,70,United-States,<=50K
+16215,48,Private,247895,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+66474,75,Private,191446,1st-4th,2,Married-civ-spouse,Other-service,Other-relative,Black,Female,0,0,16,United-States,<=50K
+4379,43,Self-emp-not-inc,33521,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,>50K
+15101,64,Private,46087,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+21815,67,,129188,Doctorate,16,Married-civ-spouse,,Husband,White,Male,20051,0,5,United-States,>50K
+8543,36,Private,356824,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91425,53,Private,158746,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+59816,22,Private,153323,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+36332,73,Self-emp-not-inc,130391,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,36,United-States,<=50K
+41178,46,Private,173613,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4466,45,Private,362883,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+45573,43,Private,182757,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+60293,20,Private,50397,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+91200,43,Federal-gov,101709,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+61780,21,Private,202570,12th,8,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,48,,<=50K
+97307,40,Private,145649,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+70104,36,Private,136343,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+56070,64,Self-emp-inc,142166,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+70977,19,,242001,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+53476,46,Private,127089,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,38,United-States,>50K
+31968,46,Local-gov,124071,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,65,United-States,>50K
+25083,41,Local-gov,190368,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+88028,29,,19793,Some-college,10,Divorced,,Unmarried,White,Female,0,0,8,United-States,<=50K
+50967,28,Private,67661,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+47557,23,Private,62278,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+65369,30,Federal-gov,295010,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Female,0,0,60,United-States,>50K
+88736,44,Private,203897,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+13995,27,Private,265314,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+25316,25,Private,159603,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,34,United-States,<=50K
+75076,29,Private,134331,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+99769,54,Private,123011,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Poland,>50K
+19059,27,Private,274964,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+18865,34,Private,66309,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+8205,38,Private,73471,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+21724,24,,26671,HS-grad,9,Never-married,,Other-relative,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+90657,56,Private,357118,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+59123,35,Self-emp-inc,184655,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,62,United-States,<=50K
+96675,23,,55492,Assoc-voc,11,Never-married,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,30,United-States,<=50K
+93815,23,Private,175266,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70555,19,Private,188008,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+23,42,Private,87284,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,35,United-States,>50K
+95030,46,Private,330087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+27856,48,Self-emp-inc,56975,HS-grad,9,Divorced,Sales,Unmarried,Asian-Pac-Islander,Female,0,0,84,,<=50K
+92793,27,Private,150025,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+1152,22,,189203,Assoc-acdm,12,Never-married,,Other-relative,White,Male,0,0,15,United-States,<=50K
+53406,49,Self-emp-inc,330874,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+46149,23,Private,136824,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+18495,24,Private,201179,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+84483,34,Private,324654,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+45698,25,Federal-gov,366207,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+37203,33,Self-emp-not-inc,103860,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+98168,22,Private,106700,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,27,United-States,<=50K
+93649,54,Local-gov,163557,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+28141,39,Self-emp-inc,286261,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35372,25,Private,123083,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26840,75,Self-emp-inc,125197,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,26,United-States,<=50K
+50461,28,Self-emp-not-inc,278073,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,30,United-States,<=50K
+79537,50,Private,133963,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+49863,62,Self-emp-not-inc,71467,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+53853,40,Private,76487,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25887,58,Local-gov,215245,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,37,United-States,<=50K
+10832,24,Federal-gov,127185,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+91579,21,Private,179720,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+1831,40,Private,88909,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+52364,45,Private,341995,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,42,United-States,>50K
+55528,48,Private,173938,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+5285,34,Private,344275,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+79242,23,Private,150463,HS-grad,9,Never-married,Priv-house-serv,Unmarried,Other,Female,0,0,40,Guatemala,<=50K
+18826,43,Local-gov,209544,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,10520,0,50,United-States,>50K
+26575,42,Local-gov,201723,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37168,39,Self-emp-not-inc,343476,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,Japan,>50K
+15475,52,Self-emp-inc,77392,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+27898,21,,171156,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+50420,56,Self-emp-not-inc,357118,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+53474,48,Federal-gov,167749,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+58926,37,Self-emp-not-inc,352882,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,70,South,>50K
+58453,25,Private,51201,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+28002,40,Private,365986,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,>50K
+272,34,Private,400416,11th,7,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,45,United-States,<=50K
+94457,52,Private,31533,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70522,41,Private,106900,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,42,United-States,>50K
+25650,36,Local-gov,192337,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32254,21,Private,118712,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,1504,40,United-States,<=50K
+91689,28,Private,301654,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+462,31,Self-emp-not-inc,145162,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,,>50K
+51135,20,Private,88126,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,9,England,<=50K
+24012,68,Private,165017,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Italy,>50K
+48290,35,Private,238342,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94920,32,Private,857532,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+73768,64,Private,134378,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+84090,17,Private,260797,10th,6,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,23,United-States,<=50K
+36454,25,Private,138765,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+72957,74,,256674,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+37298,31,Private,247444,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Columbia,<=50K
+39332,51,State-gov,454063,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+91322,67,Private,180539,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,10,United-States,<=50K
+91810,42,Private,397346,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+22679,29,Private,107160,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41073,31,Private,262024,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+78808,21,Private,131230,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,37,United-States,<=50K
+65894,67,Private,274451,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+46305,41,State-gov,365986,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+26817,27,Private,204515,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,36,United-States,<=50K
+96030,51,Private,99316,12th,8,Divorced,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+58738,21,,206681,11th,7,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+20323,28,Private,268726,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+59313,21,Private,275395,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+70625,28,Private,383322,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+60676,29,Private,126822,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+4534,39,Self-emp-inc,168355,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+59323,21,Private,162667,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+13812,43,Private,373403,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91809,44,Self-emp-not-inc,274562,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,14344,0,40,United-States,>50K
+98682,28,Private,249362,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+96686,31,Private,111567,9th,5,Never-married,Sales,Not-in-family,White,Male,0,0,43,United-States,>50K
+74370,18,,216508,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+27043,27,Private,145784,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,0,0,45,United-States,<=50K
+63296,34,State-gov,209317,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+72264,25,Private,259505,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6161,34,Private,345360,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,England,<=50K
+38232,43,Local-gov,198096,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+95536,40,Self-emp-inc,33126,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+88060,21,Private,206354,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+43890,25,Private,1484705,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,25,United-States,<=50K
+55184,21,Private,26410,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31942,19,Self-emp-not-inc,220901,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+24674,49,Self-emp-inc,44671,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+63974,20,Private,38620,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+964,36,Private,89040,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,47,United-States,<=50K
+71095,32,Private,370160,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+51016,23,Private,208946,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,32,United-States,<=50K
+43146,21,Private,131230,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,10,United-States,<=50K
+55337,25,Private,60358,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+5385,26,Private,350853,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,,<=50K
+69327,24,Private,209782,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+30393,22,Private,351952,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+3696,26,Private,142081,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Mexico,<=50K
+12376,22,Private,164775,9th,5,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Guatemala,<=50K
+92550,41,Local-gov,47858,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+82867,18,Private,404085,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+21773,24,Private,218678,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+74373,38,Private,184655,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,48,United-States,<=50K
+83669,36,Private,321760,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,17,United-States,<=50K
+83269,45,Local-gov,185399,Masters,14,Divorced,Prof-specialty,Own-child,White,Female,0,0,55,United-States,<=50K
+35320,38,Local-gov,409200,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+37628,38,Private,40077,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+75096,34,Self-emp-not-inc,31740,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37097,53,Local-gov,233722,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+76547,32,Private,192039,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+92640,17,Private,222618,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,30,United-States,<=50K
+35212,45,State-gov,213646,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+64848,31,Local-gov,194141,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+40569,47,State-gov,80282,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+41635,27,Private,166350,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+81727,61,Federal-gov,60641,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+74328,33,Private,124827,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+65730,67,Private,105438,HS-grad,9,Separated,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+37468,38,Private,85244,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52480,25,Private,120535,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+54694,33,Local-gov,269604,5th-6th,3,Never-married,Other-service,Unmarried,Other,Female,0,0,40,El-Salvador,<=50K
+71703,27,Private,247711,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+14540,45,Private,380922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+99236,24,Private,281221,Bachelors,13,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Taiwan,<=50K
+12371,23,Private,269687,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54510,48,Private,181758,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+94698,61,Federal-gov,136787,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+77883,22,Private,107882,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+66001,34,Private,172579,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+9061,32,Private,29933,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,40,United-States,>50K
+55084,35,Federal-gov,38905,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+92900,36,Private,168826,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14216,24,Private,424034,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+65559,60,Private,117509,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40229,28,,196971,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,43,United-States,<=50K
+58862,64,Private,69525,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,20,United-States,<=50K
+85621,22,Private,374116,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+42681,27,Private,283913,5th-6th,3,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,65,England,<=50K
+54576,36,State-gov,147258,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+46674,27,Private,139903,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+96271,52,Private,112959,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87009,57,Self-emp-not-inc,264148,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+49307,23,Private,256211,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,24,Vietnam,<=50K
+97460,29,Self-emp-not-inc,142519,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+218,34,Private,281852,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,80,United-States,<=50K
+83706,38,Private,380543,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+75974,50,Self-emp-not-inc,204402,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,>50K
+43487,50,Private,192203,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+79587,51,Self-emp-not-inc,199005,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+89425,17,Self-emp-inc,61838,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+50474,25,Private,210095,11th,7,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+9065,19,Private,187352,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36601,43,Self-emp-not-inc,32451,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+60947,59,Private,140569,Some-college,10,Separated,Sales,Not-in-family,White,Male,14084,0,60,United-States,>50K
+98223,39,Private,87556,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,6849,0,40,United-States,<=50K
+41034,18,Private,79443,9th,5,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Mexico,<=50K
+79350,27,Private,212622,Masters,14,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+7936,39,Private,32650,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+31446,44,Private,125461,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+58000,19,Private,219867,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,<=50K
+95872,32,Local-gov,206609,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+39876,48,Private,101299,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+91216,46,Private,29437,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+52031,65,Private,87164,11th,7,Widowed,Sales,Other-relative,White,Female,0,0,20,United-States,<=50K
+45874,57,Self-emp-inc,146103,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+83947,48,Private,169324,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,32,Haiti,<=50K
+21324,46,Private,138370,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,1651,40,China,<=50K
+89350,27,Private,29523,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+96509,29,Local-gov,383745,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1485,40,United-States,>50K
+23364,21,,247075,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,25,United-States,<=50K
+32295,20,,200967,Some-college,10,Never-married,,Own-child,White,Female,0,0,12,United-States,<=50K
+84503,51,,175985,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+73774,35,Self-emp-inc,189404,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1740,40,United-States,<=50K
+96091,29,Self-emp-not-inc,267661,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+18343,30,Local-gov,182926,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,15024,0,40,United-States,>50K
+21404,65,Private,243858,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+20094,20,,43587,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+94605,47,Federal-gov,31339,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+98475,41,Private,204682,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,2174,0,40,Japan,<=50K
+98576,17,Private,73145,9th,5,Never-married,Craft-repair,Own-child,White,Female,0,0,16,United-States,<=50K
+71076,38,Local-gov,218184,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+35550,38,Local-gov,223237,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+41677,39,Self-emp-not-inc,93319,HS-grad,9,Never-married,Sales,Other-relative,White,Female,0,0,4,United-States,<=50K
+42911,24,,212300,HS-grad,9,Separated,,Not-in-family,White,Female,0,0,38,United-States,<=50K
+92305,52,Private,187356,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,41,United-States,<=50K
+63990,46,Self-emp-not-inc,220832,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,58,United-States,>50K
+75507,22,Private,211361,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+70732,56,Private,134195,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+28863,37,Self-emp-not-inc,218249,11th,7,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,30,United-States,<=50K
+42703,59,Private,70720,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,55,United-States,>50K
+2393,19,Self-emp-not-inc,342384,11th,7,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,2129,55,United-States,<=50K
+79268,31,Private,237317,9th,5,Never-married,Craft-repair,Not-in-family,Other,Male,0,0,45,United-States,<=50K
+26031,22,Private,359759,Some-college,10,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,20,Philippines,<=50K
+43653,48,Self-emp-not-inc,181758,Doctorate,16,Never-married,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,>50K
+79353,63,Self-emp-inc,267101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+1123,33,Private,222221,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,45,United-States,>50K
+7779,53,Private,55139,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,10,United-States,<=50K
+25726,38,Private,220237,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+72787,39,Private,101073,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+72470,59,Private,69884,Prof-school,15,Married-spouse-absent,Prof-specialty,Unmarried,White,Male,0,0,50,United-States,<=50K
+10470,45,Private,201127,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+6492,39,Private,164733,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+48252,60,State-gov,129447,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+19424,38,Private,32837,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,56,United-States,<=50K
+69520,31,Private,200117,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56611,61,Self-emp-not-inc,219183,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+61871,66,,188842,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+51815,26,Private,272669,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,20,South,<=50K
+59662,60,Self-emp-inc,336188,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,80,United-States,>50K
+97901,68,,191288,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+76378,32,Private,176185,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Male,0,0,60,United-States,<=50K
+44867,25,Local-gov,197728,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,20,United-States,<=50K
+3897,43,Local-gov,144778,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,<=50K
+24535,26,,133373,Bachelors,13,Never-married,,Own-child,White,Male,0,0,44,United-States,<=50K
+91310,55,Private,197399,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,United-States,>50K
+26575,66,Private,86010,10th,6,Widowed,Transport-moving,Not-in-family,White,Female,0,0,11,United-States,<=50K
+34996,31,Private,228873,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6889,35,Private,187415,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,50,,<=50K
+77436,58,Self-emp-inc,112945,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,27828,0,40,United-States,>50K
+41259,56,Private,98361,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+540,22,Private,129172,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+79589,46,Local-gov,316205,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+80723,33,Private,226629,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+93739,26,State-gov,180886,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+40295,42,Self-emp-not-inc,69333,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+41579,45,Private,213620,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+97216,43,Private,197397,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,Other,Female,0,0,6,Puerto-Rico,<=50K
+77495,19,Private,223648,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,,<=50K
+72303,27,Private,179915,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,99,United-States,<=50K
+66642,51,Private,339905,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+83237,42,Private,112956,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+16983,43,Self-emp-not-inc,421837,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,Mexico,>50K
+79671,38,Private,187999,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+75403,44,Private,77313,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+40044,36,Private,231948,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,64,United-States,>50K
+57188,37,Private,37109,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,60,Philippines,<=50K
+27482,29,Private,79387,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+74537,53,,133963,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93529,42,Self-emp-not-inc,177937,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,45,Poland,<=50K
+4609,80,Private,173488,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+39068,61,Private,183355,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+44286,55,Private,147989,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,52,United-States,<=50K
+86622,20,Private,289944,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+30838,23,Private,62278,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+71403,48,Federal-gov,110457,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+24971,24,Private,295763,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,50,United-States,<=50K
+36863,71,State-gov,100063,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+88163,49,Private,194962,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,6,United-States,<=50K
+32680,39,Federal-gov,227597,HS-grad,9,Never-married,Armed-Forces,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8096,22,Private,117606,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+4571,67,Federal-gov,44774,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98974,18,Private,177648,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+67303,38,Private,172571,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,54,United-States,>50K
+50321,38,,203482,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,<=50K
+27378,50,Private,153931,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60715,56,Self-emp-not-inc,84774,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+3565,23,Private,157127,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+40966,26,Private,170786,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+99763,32,Private,281030,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84502,44,Private,203761,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,10520,0,40,United-States,>50K
+22669,27,Private,167405,HS-grad,9,Married-spouse-absent,Farming-fishing,Own-child,White,Female,0,0,40,Mexico,<=50K
+14194,40,Local-gov,188436,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,40,United-States,>50K
+94841,43,Private,388849,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+3417,31,State-gov,176998,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+86632,57,Private,200316,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49798,25,Private,160300,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+23031,22,Private,236684,Assoc-voc,11,Never-married,Other-service,Own-child,Black,Female,0,0,36,United-States,<=50K
+93420,20,Local-gov,247794,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+47904,27,Private,267325,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,3464,0,40,United-States,<=50K
+72871,39,Private,279490,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Mexico,<=50K
+81829,27,State-gov,280618,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30907,41,Local-gov,248406,HS-grad,9,Separated,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+61936,31,Local-gov,226494,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+4607,41,Private,220460,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+39193,25,Private,108317,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45753,29,State-gov,147256,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,>50K
+2697,22,Private,110371,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+13933,62,Private,114060,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,91,United-States,<=50K
+64664,29,Federal-gov,31161,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+63974,44,Private,105862,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,70,United-States,>50K
+86648,32,Private,402089,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,2,United-States,<=50K
+33986,19,,425447,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+75973,20,Private,137300,Assoc-voc,11,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+70296,65,State-gov,326691,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+26813,24,Private,275093,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,36,United-States,<=50K
+40097,37,Self-emp-not-inc,112497,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+8284,43,Local-gov,174491,HS-grad,9,Divorced,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+1334,38,Self-emp-not-inc,114835,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,60,United-States,>50K
+94872,28,Private,137898,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+73408,33,Private,153151,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,4416,0,40,United-States,<=50K
+89429,32,Private,134886,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+35931,38,Private,193815,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+98274,33,Private,237833,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50561,42,Self-emp-not-inc,101593,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+20280,27,Private,164924,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26833,41,Private,174201,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+48226,47,Local-gov,36169,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+88888,55,Private,144071,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+54773,30,Self-emp-not-inc,180859,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,8,United-States,<=50K
+65833,54,Private,221915,Some-college,10,Widowed,Craft-repair,Unmarried,White,Female,0,0,50,United-States,<=50K
+85676,40,Private,26892,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+38918,21,Private,351084,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90994,34,Private,97306,Bachelors,13,Divorced,Craft-repair,Unmarried,White,Female,0,0,25,United-States,<=50K
+39657,30,Private,185027,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+81092,31,Private,182539,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+18104,22,Private,215395,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,37,United-States,<=50K
+9885,37,Private,186434,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,>50K
+1413,41,,217921,9th,5,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,0,0,40,Hong,<=50K
+62369,52,Local-gov,346668,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+35202,57,Self-emp-inc,412952,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+40691,48,Private,167009,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+59479,58,Private,316000,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+96967,35,Self-emp-not-inc,216256,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+50993,40,Private,341835,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+51800,30,Private,169841,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+24764,26,Self-emp-not-inc,200681,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+32916,46,Self-emp-not-inc,456956,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+29303,26,Federal-gov,276075,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+74831,50,Federal-gov,96657,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+97880,22,Private,374313,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+63082,36,Private,110998,Masters,14,Widowed,Tech-support,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+82269,30,Private,53285,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+78150,58,Private,104613,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96828,17,,303317,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+9116,72,Private,298070,Assoc-voc,11,Separated,Other-service,Unmarried,White,Female,6723,0,25,United-States,<=50K
+23214,19,Private,318822,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42140,29,Private,375078,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Mexico,<=50K
+74300,20,,232799,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+9419,30,Private,210851,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21925,47,Self-emp-not-inc,213745,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+71987,51,Private,204447,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+40652,26,Private,318934,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+92214,24,Private,237386,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+57564,44,Private,182629,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,24,Iran,<=50K
+20848,43,Private,144778,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+7944,35,Private,117166,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+23720,51,Private,237630,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,50,United-States,>50K
+64446,41,Private,171550,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+65978,38,Private,165302,Some-college,10,Divorced,Adm-clerical,Unmarried,Other,Female,0,0,40,United-States,<=50K
+9143,39,State-gov,42186,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,3464,0,20,United-States,<=50K
+13460,54,Private,284952,10th,6,Separated,Sales,Unmarried,White,Female,0,0,43,Italy,<=50K
+28069,62,Private,96099,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15550,45,Private,198759,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+84807,30,Private,227886,HS-grad,9,Never-married,Exec-managerial,Own-child,Black,Female,0,0,35,Jamaica,<=50K
+39519,32,Private,391874,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86252,23,Self-emp-not-inc,184370,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83555,84,Local-gov,135839,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,14,United-States,<=50K
+73799,46,Private,194698,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,60,United-States,<=50K
+36710,67,Local-gov,342175,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Female,2009,0,40,United-States,<=50K
+47735,29,Private,67218,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30496,33,Private,205152,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+68991,23,Private,434467,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,42,United-States,<=50K
+58449,63,,110150,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,>50K
+80419,55,,123382,HS-grad,9,Separated,,Not-in-family,Black,Female,0,2001,40,United-States,<=50K
+52140,42,State-gov,404573,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+74202,17,Private,99462,11th,7,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+22247,60,Private,170310,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+36937,31,Private,199883,12th,8,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+87301,28,Private,70034,7th-8th,4,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,Portugal,<=50K
+16889,31,Private,393357,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,48,United-States,<=50K
+89788,65,,249043,Bachelors,13,Married-civ-spouse,,Husband,White,Male,10605,0,40,United-States,>50K
+53300,31,Private,72630,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,14084,0,50,United-States,>50K
+11766,61,Private,223133,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+63185,43,State-gov,345969,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+18667,40,State-gov,195520,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,49,United-States,<=50K
+81592,39,Private,257942,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88954,37,Local-gov,269300,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,27,United-States,<=50K
+17744,47,Private,137354,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+64460,45,Federal-gov,232997,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,>50K
+36258,30,Private,77266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+52497,30,Self-emp-not-inc,164190,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+50226,49,Private,153536,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,44,United-States,>50K
+2922,51,Local-gov,26832,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+38082,31,Private,188096,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,72,United-States,>50K
+15344,48,Self-emp-inc,369522,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,>50K
+54203,20,Private,110998,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,30,United-States,<=50K
+87612,32,Private,205152,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,40,United-States,>50K
+6476,31,,163890,Some-college,10,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+94638,19,Private,358631,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+63266,50,Private,185354,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+12492,33,Private,336061,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+68780,25,,47011,Bachelors,13,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+24860,49,Private,149949,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+18468,30,Private,59496,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+93762,23,Private,32950,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85407,44,Private,109912,Doctorate,16,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,32,United-States,>50K
+18,24,Private,199555,Assoc-voc,11,Never-married,Sales,Unmarried,White,Male,0,0,5,United-States,<=50K
+50292,28,Private,91299,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,45,United-States,<=50K
+36181,56,Private,99359,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,1617,40,United-States,<=50K
+18759,38,Private,242559,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+86489,20,Private,286391,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,2176,0,20,United-States,<=50K
+33118,82,Private,132870,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,4356,18,United-States,<=50K
+98573,52,Federal-gov,22428,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+52953,32,Private,239150,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+29915,37,Private,170563,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+35829,36,Private,173542,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+64499,39,Private,286026,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+33169,30,Private,72887,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,Asian-Pac-Islander,Male,3411,0,40,United-States,<=50K
+90315,49,Local-gov,163229,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,<=50K
+44378,40,Local-gov,165726,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+73582,42,Private,70055,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+57736,35,Private,184655,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14450,39,Private,139906,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,81,United-States,<=50K
+84107,32,Local-gov,198211,Assoc-voc,11,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69291,22,Private,146540,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+89089,53,Local-gov,132304,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39214,25,Private,190916,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92998,17,Never-worked,237272,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+44328,44,Private,755858,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,>50K
+72944,52,Private,127315,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+68893,42,State-gov,304302,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+25459,34,Private,184942,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+99013,27,Private,267989,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+41469,37,Private,188377,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+67546,39,State-gov,221059,Masters,14,Married-civ-spouse,Prof-specialty,Other-relative,Other,Female,7688,0,38,United-States,>50K
+28201,26,Private,340787,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+70510,48,Private,140782,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,38,United-States,>50K
+93343,57,Private,169071,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,28,United-States,<=50K
+88856,36,Self-emp-not-inc,151094,Assoc-voc,11,Separated,Exec-managerial,Not-in-family,White,Male,0,0,48,United-States,<=50K
+23504,27,Private,122922,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66939,17,Private,151141,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+63299,30,Private,136651,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+19009,37,Private,177285,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,48,United-States,>50K
+73137,31,Local-gov,128016,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+39053,23,Private,200318,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+52402,32,Private,250354,10th,6,Never-married,Craft-repair,Other-relative,White,Male,0,0,45,United-States,<=50K
+68715,58,Private,191069,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+92695,31,Private,27856,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,8,United-States,<=50K
+78339,44,Private,523484,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+32451,39,Federal-gov,257175,Bachelors,13,Divorced,Tech-support,Unmarried,Black,Female,0,625,40,United-States,<=50K
+16410,59,Private,174864,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,45,United-States,>50K
+669,42,Private,196029,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,>50K
+79106,45,Private,200471,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+92288,20,Private,353195,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+34764,35,Private,222868,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+70988,50,Private,221791,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,<=50K
+37086,56,Private,197114,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+64204,48,Private,160220,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+1580,58,Self-emp-not-inc,274917,Masters,14,Widowed,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+56312,32,Private,348460,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+1062,23,Private,112683,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+81489,48,Private,345831,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25359,33,Private,105370,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,70,United-States,<=50K
+20485,48,Private,345006,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+45193,55,Private,195329,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,2202,0,35,Italy,<=50K
+83630,40,Local-gov,108765,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+183,50,Private,138022,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+84961,52,Self-emp-not-inc,175029,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+3669,19,Private,189574,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+1042,55,Self-emp-not-inc,141409,10th,6,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+80762,36,Self-emp-not-inc,186035,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+30716,39,Private,165235,Bachelors,13,Separated,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+69657,22,Private,105043,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+764,44,Private,230684,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+80115,34,Private,345705,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1408,38,United-States,<=50K
+69367,33,Private,248584,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+17147,55,Private,436861,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,14084,0,40,United-States,>50K
+37320,35,Private,200153,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+60428,50,Private,398625,11th,7,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8841,43,Private,114043,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+87648,29,Private,169544,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91966,56,Private,343849,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+6200,33,Private,162572,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+19173,24,Private,291578,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+78053,46,Private,136162,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+70048,60,Self-emp-inc,376133,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,15024,0,15,United-States,>50K
+17659,48,Self-emp-inc,302612,Masters,14,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+30706,65,Local-gov,240166,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+35700,29,Private,193152,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+82830,42,Private,248094,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1740,43,United-States,<=50K
+33042,44,Private,119281,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+30677,73,Self-emp-not-inc,300404,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,6,United-States,>50K
+97909,21,Private,82847,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+86289,32,Self-emp-inc,161153,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1902,55,United-States,>50K
+99038,43,Federal-gov,287008,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,35,United-States,>50K
+70462,21,Private,654141,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+60592,30,Private,252646,Some-college,10,Separated,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+49926,54,Private,171924,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,<=50K
+23486,19,Private,219742,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+91554,55,State-gov,153788,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,37,United-States,<=50K
+12491,20,Private,60639,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,28,United-States,<=50K
+66416,53,Private,96062,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Greece,<=50K
+9657,51,Private,165614,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+30988,33,Private,159888,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+14078,62,Private,110586,Some-college,10,Widowed,Priv-house-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+50336,24,Self-emp-not-inc,143062,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+56760,17,Self-emp-inc,413557,9th,5,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+69247,26,Private,137658,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83885,36,Private,398931,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90926,32,Private,311764,10th,6,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,<=50K
+2722,58,Private,98725,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+23386,38,Private,140854,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+61783,72,Private,97304,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,2346,0,40,,<=50K
+67368,26,Federal-gov,352768,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+41759,45,,27184,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,38,United-States,<=50K
+67254,72,,237229,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+94222,60,Private,142494,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+21466,27,Private,210313,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Guatemala,<=50K
+50488,38,Private,194538,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+8758,37,Self-emp-inc,26698,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1485,44,United-States,>50K
+56030,28,Private,211032,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+17746,38,Self-emp-inc,107909,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+4182,29,Private,136077,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+15755,19,Private,184737,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,1721,40,United-States,<=50K
+49801,28,Private,214689,Bachelors,13,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,25,United-States,<=50K
+7454,70,,147558,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,7,United-States,<=50K
+4038,40,Self-emp-not-inc,93793,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+72009,26,Private,247025,Assoc-voc,11,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+63272,43,Private,284403,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,<=50K
+19214,29,Private,221977,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+45052,25,Federal-gov,339956,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+23896,29,Private,161097,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+6285,60,Private,223696,1st-4th,2,Divorced,Craft-repair,Not-in-family,Other,Male,0,0,38,Dominican-Republic,<=50K
+2705,31,Private,234500,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+94246,51,Local-gov,97005,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+39699,18,Private,242615,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+64624,36,Private,174938,Bachelors,13,Divorced,Tech-support,Unmarried,White,Male,0,0,20,United-States,<=50K
+76711,35,Private,160120,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+25295,48,Private,193775,Bachelors,13,Divorced,Adm-clerical,Own-child,White,Male,0,0,38,United-States,>50K
+57025,78,Self-emp-not-inc,59583,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+87060,72,Private,157913,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,17,United-States,<=50K
+79402,24,Private,308205,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+85909,58,,158506,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+81585,36,Private,201769,11th,7,Never-married,Protective-serv,Not-in-family,Black,Male,13550,0,40,United-States,>50K
+74792,48,Private,330470,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,United-States,<=50K
+85651,28,Private,184078,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74346,26,Private,123384,Masters,14,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+98734,29,Private,330132,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+47685,47,Private,274720,5th-6th,3,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,Jamaica,<=50K
+7267,50,Private,129673,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+97425,35,Federal-gov,205584,5th-6th,3,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+51765,17,Private,327127,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+54547,41,Private,225892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+6594,37,Private,224886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,42,United-States,<=50K
+49463,35,Local-gov,27763,HS-grad,9,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+50013,56,Private,73684,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+3050,23,Private,107452,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+91850,33,Private,23871,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+32837,79,Self-emp-inc,309272,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+34375,28,Private,469864,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+8932,55,Private,286230,11th,7,Divorced,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+54465,59,State-gov,186308,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+27063,22,Private,113062,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+67866,19,Private,86150,11th,7,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,19,Philippines,<=50K
+69817,41,Private,262038,5th-6th,3,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+96574,32,Private,279231,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Italy,<=50K
+45446,67,,188903,7th-8th,4,Married-civ-spouse,,Husband,White,Male,2414,0,40,United-States,<=50K
+79710,45,Private,183786,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+14753,61,Private,339358,5th-6th,3,Married-civ-spouse,Farming-fishing,Other-relative,White,Female,0,0,45,Mexico,<=50K
+36757,34,Private,287737,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68299,43,Self-emp-not-inc,99203,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24031,38,Private,297449,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,50,United-States,>50K
+34865,35,Private,113481,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+1113,65,Private,204042,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,20,United-States,<=50K
+70022,24,Private,43387,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,England,>50K
+82436,37,Private,99233,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+34148,34,Self-emp-not-inc,313729,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+43482,42,Private,99679,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+34059,18,Private,169745,7th-8th,4,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+8031,43,Federal-gov,19914,Some-college,10,Widowed,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,15,United-States,<=50K
+25358,31,Private,113543,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+12562,19,Private,224241,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+8765,40,Self-emp-inc,137367,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,China,<=50K
+43760,32,Private,263908,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+85218,47,Private,280798,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+25277,32,Local-gov,203849,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+23481,46,Self-emp-inc,62546,Doctorate,16,Separated,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+46977,40,Private,197344,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+6005,36,Private,93225,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+67692,33,Private,187560,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,<=50K
+60326,23,State-gov,61743,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+56691,21,Private,186648,10th,6,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+56674,40,Private,173321,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,32,United-States,<=50K
+72946,53,State-gov,246820,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+76021,20,,424034,Some-college,10,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+20713,53,Self-emp-not-inc,291755,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,<=50K
+78425,58,Private,104945,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,60,United-States,<=50K
+35609,51,Private,85423,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+41489,31,Private,214235,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,65,United-States,<=50K
+30564,35,Self-emp-not-inc,278632,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48698,23,,27415,11th,7,Never-married,,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+26569,31,Local-gov,143392,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+56190,21,Private,277408,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+76155,39,Self-emp-not-inc,336793,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+71423,36,Private,184112,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,45,United-States,>50K
+35151,51,Private,74660,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21760,18,Private,395026,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+11319,32,Private,171215,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+36355,56,Private,121362,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+2064,35,Private,409200,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40543,63,Private,268965,12th,8,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+59910,61,Private,136262,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+71719,23,Private,141323,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+53684,52,Local-gov,108083,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+33033,19,Private,82210,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+66099,33,State-gov,400943,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+8283,35,Private,308489,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,50,United-States,<=50K
+91845,35,Private,187053,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Female,0,0,60,United-States,>50K
+50275,38,Private,75826,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+45090,23,Private,413345,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+40080,22,Private,356567,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,0,0,60,United-States,<=50K
+17360,20,Private,223811,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27319,19,Private,159313,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26041,47,Private,250170,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+61198,59,Private,135617,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15860,38,Private,187346,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+61896,36,Private,108103,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+64882,27,Private,255476,5th-6th,3,Never-married,Other-service,Other-relative,White,Male,0,0,40,Mexico,<=50K
+76167,24,Private,68577,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+69725,35,Private,155961,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,35,Jamaica,<=50K
+2347,22,State-gov,264102,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,39,Haiti,<=50K
+13408,37,Private,167777,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,52,United-States,<=50K
+54421,36,Private,225399,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+45974,28,Private,199998,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+93935,55,Private,199856,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+4413,29,,189765,5th-6th,3,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+6799,32,Private,193042,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+45275,66,,222810,Some-college,10,Divorced,,Other-relative,White,Female,0,0,35,United-States,<=50K
+11171,47,Local-gov,162595,Some-college,10,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,45,United-States,<=50K
+36643,23,Private,208826,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57802,50,Local-gov,120190,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+52446,40,Self-emp-not-inc,27242,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+95560,51,Private,348099,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,1590,40,United-States,<=50K
+80027,34,Private,185041,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,1669,45,United-States,<=50K
+72463,28,Private,309196,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16378,52,State-gov,254285,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,70,Germany,>50K
+33693,39,Self-emp-inc,336226,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,60,United-States,>50K
+40843,43,Private,240698,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+48049,36,Private,411797,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,>50K
+75149,25,Private,178843,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+96169,42,Private,136177,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+27400,35,Private,243409,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Germany,<=50K
+69263,43,Private,258049,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,53,United-States,>50K
+28552,34,Private,164748,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17835,50,State-gov,24185,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+24869,30,Private,167476,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+85888,44,Private,106900,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+44248,52,Private,53497,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22854,35,Private,335704,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+37180,36,Private,211022,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+74054,30,Private,163003,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,0,0,52,Taiwan,<=50K
+40187,36,Self-emp-inc,77146,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+38147,39,Private,67433,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42185,25,Private,458549,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,96,Mexico,<=50K
+58095,26,Private,190469,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77004,20,Private,195411,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+28439,20,Private,216889,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+97556,70,,336007,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+59700,26,Private,167350,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+15711,24,Private,241857,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+31246,48,Private,125892,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+51361,62,Private,272209,HS-grad,9,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,99,United-States,<=50K
+296,48,Private,175221,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+51313,52,Private,180195,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+64515,25,Private,38090,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,44,United-States,<=50K
+71829,58,Private,310085,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+17514,40,Federal-gov,118686,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+25249,29,,112963,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+37526,45,Self-emp-inc,120131,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,,<=50K
+52931,19,Private,43937,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,20,United-States,<=50K
+9602,37,Private,210438,11th,7,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+43117,23,Private,176724,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+21445,31,Self-emp-not-inc,113364,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+27689,64,Self-emp-not-inc,73986,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+86745,28,Local-gov,197932,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+7178,32,Private,193285,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+39475,49,Local-gov,223342,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+32791,35,Private,49749,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+44372,19,,211553,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+85173,45,Private,201865,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+43198,39,Private,322143,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,70,United-States,>50K
+78400,55,Private,158702,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,2339,45,,<=50K
+96895,46,Self-emp-not-inc,275625,Bachelors,13,Divorced,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,60,South,>50K
+14723,19,Private,206599,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+4493,29,Private,89813,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Scotland,<=50K
+22181,25,State-gov,156848,HS-grad,9,Married-civ-spouse,Protective-serv,Own-child,White,Male,0,0,35,United-States,<=50K
+93546,37,Private,162494,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4213,30,Private,205407,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+39992,28,Private,375313,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+84437,36,Federal-gov,930948,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,6497,0,56,United-States,<=50K
+12135,32,Private,127895,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+75038,34,Private,248754,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96528,34,Private,188096,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,36,United-States,<=50K
+25179,20,Private,216811,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+85434,27,Self-emp-inc,113870,Masters,14,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+13498,36,Federal-gov,343052,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+78372,35,Private,280966,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+61158,37,Private,42044,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+24091,32,Private,309513,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+67293,32,Private,163604,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+77217,52,Private,224198,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+56193,50,Private,338283,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+23437,23,Private,242375,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+51255,25,Private,81286,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+84141,21,Private,243368,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+79448,31,Private,217803,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+32883,31,Self-emp-not-inc,323020,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+18125,41,Private,34278,Assoc-voc,11,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34511,47,Private,184579,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,<=50K
+27575,20,,210781,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+96535,20,Private,142673,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+69674,29,Private,131714,10th,6,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,25,United-States,<=50K
+41444,51,Local-gov,74784,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99917,30,Local-gov,181372,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,33,United-States,>50K
+93696,23,,62507,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+81537,48,Private,155664,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+40933,39,Private,174924,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Male,14344,0,40,United-States,>50K
+11502,62,Private,113440,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+50119,22,Private,147227,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+61752,46,Federal-gov,207022,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+72905,51,Local-gov,123011,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,35,United-States,>50K
+57012,20,Private,184678,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+12893,40,Self-emp-inc,182437,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+36588,31,Private,98639,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10613,30,Private,174201,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+97082,52,Private,123780,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,<=50K
+47807,20,Private,374116,HS-grad,9,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+95716,37,Local-gov,212005,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+4940,65,Private,123965,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73221,40,Private,242619,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+91657,60,Local-gov,138502,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,48,United-States,>50K
+83734,27,Private,113635,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,Ireland,<=50K
+42034,62,Private,664366,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+87403,53,Private,218311,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+55218,38,Private,278557,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+6823,49,Private,314773,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+23965,21,Private,194861,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+81472,18,Private,400616,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+58003,25,Private,208117,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+52297,36,Private,184498,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70424,52,Private,117674,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+86536,19,Private,162621,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,14,United-States,<=50K
+9043,23,Private,368739,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17918,63,Self-emp-not-inc,196994,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+33689,63,Self-emp-not-inc,420629,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+30285,62,Self-emp-inc,245491,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,99999,0,40,United-States,>50K
+86265,51,Self-emp-not-inc,276456,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,3103,0,30,United-States,>50K
+16465,76,Local-gov,169133,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+51866,50,Private,99307,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,45,United-States,<=50K
+85322,45,Self-emp-inc,120131,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+13572,44,Self-emp-inc,456236,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,45,United-States,>50K
+86031,51,Private,107123,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+43570,42,Local-gov,125461,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,4650,0,35,United-States,<=50K
+80219,43,Local-gov,36924,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+84713,53,Private,167065,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+79017,29,Private,53642,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+11698,41,Private,154668,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+79328,44,Federal-gov,102238,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+95887,35,Private,54595,10th,6,Widowed,Other-service,Not-in-family,Black,Female,0,1980,40,United-States,<=50K
+25866,27,Private,152951,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10157,35,Private,257042,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+66017,60,Private,74243,Assoc-voc,11,Widowed,Craft-repair,Not-in-family,White,Female,0,0,30,United-States,<=50K
+1011,49,Private,149049,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,14344,0,45,United-States,>50K
+10346,33,Private,117186,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+54733,35,Private,178322,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+32574,31,State-gov,286911,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+67203,54,Private,203635,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,60,United-States,>50K
+22762,57,Self-emp-not-inc,177271,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+92364,30,Private,149427,9th,5,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+15963,45,Private,101656,10th,6,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+41992,41,Private,274363,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,42,United-States,>50K
+80419,25,Private,241025,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,18,United-States,<=50K
+20660,51,Self-emp-inc,338836,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+45509,42,Private,210534,5th-6th,3,Separated,Adm-clerical,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+52741,28,Private,95725,Assoc-voc,11,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+79332,47,,178013,10th,6,Married-civ-spouse,,Wife,White,Female,0,0,20,Cuba,<=50K
+91050,53,Federal-gov,167410,Bachelors,13,Divorced,Tech-support,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+17060,31,Private,158162,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,13550,0,50,United-States,>50K
+42780,46,Private,241935,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,7688,0,40,United-States,>50K
+93792,25,Federal-gov,406955,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+54239,47,Private,341762,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+83879,26,Private,239303,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,<=50K
+18697,30,Private,38848,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+57518,48,Private,54744,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79178,22,Private,332194,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+6372,32,Self-emp-not-inc,154950,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+33154,33,Self-emp-not-inc,196342,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+48661,31,Private,201292,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+5852,43,Private,339767,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,England,>50K
+77556,26,Private,250066,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29664,34,Private,318886,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+30976,50,Local-gov,124076,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+66521,30,State-gov,242122,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+25426,17,Private,34019,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+39507,35,Local-gov,230754,Masters,14,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+10512,29,Private,213842,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98605,27,Federal-gov,196386,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,4064,0,40,El-Salvador,<=50K
+68394,32,Self-emp-not-inc,62165,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,,<=50K
+73023,34,Private,134737,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,>50K
+48970,32,Private,515629,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99703,47,Federal-gov,119199,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85124,40,Private,90222,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56205,26,Private,28443,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90504,30,Private,159442,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,Ireland,<=50K
+40466,54,Private,315804,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35274,53,Private,135840,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+6716,38,Private,81232,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+71211,43,Private,118001,7th-8th,4,Separated,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+4764,25,Private,207875,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+90969,39,Private,164898,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6674,57,Local-gov,170066,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,>50K
+6340,47,Private,111994,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,34,United-States,<=50K
+36320,45,Private,166636,HS-grad,9,Divorced,Other-service,Other-relative,Black,Female,0,0,35,United-States,<=50K
+35965,24,State-gov,61737,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52440,32,Self-emp-not-inc,241885,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66411,25,Private,234190,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+20478,57,Private,230899,5th-6th,3,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80775,28,Private,114158,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,24,United-States,>50K
+5877,28,Private,222442,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,51,Cuba,<=50K
+55885,27,Private,157612,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+88363,28,Private,199903,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+98077,74,,292627,1st-4th,2,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+65642,44,Self-emp-not-inc,156687,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,42,Japan,<=50K
+72673,27,Private,369522,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+70846,61,Private,226297,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+41116,25,Private,356017,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,99,United-States,<=50K
+36416,28,Private,189257,9th,5,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,24,United-States,<=50K
+30004,20,Private,157541,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+43520,33,Private,69251,Assoc-voc,11,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+18235,38,State-gov,272944,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72541,31,Private,113667,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+71982,40,Private,222011,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+95623,43,Private,191196,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+30300,38,Private,169104,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+58091,19,Private,146679,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Male,0,0,30,United-States,<=50K
+56947,56,Private,226985,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+15962,38,Private,153066,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+16891,30,,159303,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,4,United-States,<=50K
+48968,22,Private,200109,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,White,Female,4508,0,40,United-States,<=50K
+31712,18,State-gov,109445,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+48527,68,Private,99491,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+37084,35,Private,172571,Assoc-voc,11,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+4052,42,Private,143582,7th-8th,4,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,48,,<=50K
+8802,32,Private,207113,10th,6,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56316,43,Federal-gov,192712,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+21126,30,Private,154297,10th,6,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+82476,62,Private,238913,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,2829,0,24,United-States,<=50K
+12100,38,Private,110402,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+75852,27,Private,207213,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+8137,28,Private,606111,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,Germany,>50K
+3444,26,Private,34112,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60009,21,Private,119156,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+96153,19,Private,249787,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+2433,20,Private,153516,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+28204,25,State-gov,260754,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+46834,28,Self-emp-not-inc,155621,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,50,Columbia,<=50K
+52312,36,Private,33983,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,>50K
+61304,23,Private,306601,Bachelors,13,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+54224,24,Private,270075,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,50,United-States,<=50K
+31212,23,Private,109430,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92010,24,Private,187115,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+72261,25,Self-emp-not-inc,463667,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,8,United-States,<=50K
+67860,24,Private,52262,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82174,30,Private,144064,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,62,United-States,<=50K
+6544,26,Private,147821,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,45,,<=50K
+68644,62,,232719,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+53738,36,Private,268620,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,33,United-States,<=50K
+15392,45,Private,81132,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+10241,31,Private,323069,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,880,45,United-States,<=50K
+18949,34,Private,242984,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+28350,65,Self-emp-inc,172684,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,Mexico,>50K
+17130,42,Private,103932,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+35894,27,State-gov,431637,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,<=50K
+56785,40,Private,188942,Some-college,10,Married-civ-spouse,Sales,Wife,Black,Female,0,0,40,Puerto-Rico,<=50K
+74313,53,Federal-gov,170354,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+61320,54,Private,28518,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+9067,30,State-gov,193380,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,35,United-States,<=50K
+72199,59,Private,175942,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+97338,42,Self-emp-not-inc,53956,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,55,United-States,<=50K
+6808,23,Private,120773,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46398,28,Private,96219,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+94879,20,Private,104164,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+69538,22,Private,190429,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+14135,73,,243030,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+70396,47,Self-emp-not-inc,228660,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,40,United-States,>50K
+86917,44,Private,368757,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+28596,40,Private,220563,12th,8,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21786,37,Private,233571,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,37,United-States,>50K
+56684,39,Private,187847,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+50017,49,Private,84298,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+56229,44,Self-emp-not-inc,254303,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+14690,27,Private,109611,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,37,Portugal,<=50K
+84887,50,Private,189183,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+74647,39,Private,206951,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40599,41,Private,282882,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+48773,55,Private,377061,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+9932,53,Private,209906,1st-4th,2,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,35,Puerto-Rico,<=50K
+4206,53,Local-gov,176059,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+90855,31,Private,279015,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,70,Taiwan,>50K
+20058,21,Private,347292,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42393,30,Private,277314,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78821,74,,29887,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,10,United-States,<=50K
+49616,53,Private,341439,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,>50K
+458,47,Private,209460,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,47,United-States,<=50K
+9713,60,Private,114263,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,Hungary,>50K
+36206,59,Private,230899,9th,5,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,Mexico,<=50K
+31546,37,Private,271767,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,48,United-States,>50K
+14266,47,Federal-gov,20956,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+57021,49,Private,39986,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7781,73,Local-gov,45784,Some-college,10,Never-married,Prof-specialty,Other-relative,White,Female,0,0,11,United-States,<=50K
+80861,58,Private,126991,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+13045,18,,234648,11th,7,Never-married,,Own-child,Black,Male,0,0,15,United-States,<=50K
+66750,35,Private,207676,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+43662,24,State-gov,413345,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,<=50K
+21652,62,Private,122033,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+1335,58,Private,169611,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+6209,51,Private,90363,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,15024,0,40,United-States,>50K
+97908,21,Private,372636,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+14746,30,Private,340917,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69945,27,Private,34273,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,1876,36,Canada,<=50K
+2330,25,Private,161027,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,5178,0,40,United-States,>50K
+85290,31,Private,99844,HS-grad,9,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+21805,31,Private,207685,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,34,United-States,<=50K
+79882,44,Private,74680,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,50,United-States,>50K
+70345,52,Self-emp-inc,334273,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+54731,30,Private,36069,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+6481,29,Private,100563,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+73142,36,Private,174308,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66604,54,Self-emp-not-inc,109413,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+97866,59,Local-gov,212600,Some-college,10,Separated,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+41455,55,Private,271710,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+39196,70,,230816,Assoc-voc,11,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+33442,22,Private,103277,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+29244,42,Private,318947,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67934,36,Private,187167,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+29534,32,Private,204742,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+14224,44,Private,282062,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22648,22,,283510,HS-grad,9,Never-married,,Unmarried,Black,Male,0,0,45,United-States,<=50K
+37748,25,Private,280093,11th,7,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+15117,31,Private,202729,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+9297,33,Private,205950,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+22285,54,Self-emp-not-inc,392286,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+41969,42,Self-emp-not-inc,119207,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,48,United-States,<=50K
+7976,49,Private,195554,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+22105,30,Private,173005,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,44,United-States,<=50K
+99963,54,Private,192862,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+46071,39,Private,164712,Some-college,10,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+66426,24,Private,195808,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+31628,21,Private,199444,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,44,United-States,<=50K
+90209,23,Private,126346,9th,5,Never-married,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+71760,54,Private,177675,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,42,United-States,<=50K
+49140,23,Private,50341,Masters,14,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+75370,39,Private,237943,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,1726,40,United-States,<=50K
+41298,23,Private,126945,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,25,United-States,<=50K
+72920,67,,92061,HS-grad,9,Widowed,,Other-relative,White,Female,0,0,8,United-States,<=50K
+87504,19,,109938,11th,7,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,0,0,40,Laos,<=50K
+66893,41,Private,267252,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,1902,40,United-States,>50K
+81692,32,Private,174704,11th,7,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+90162,57,Private,124771,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20726,18,Private,200603,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,30,United-States,<=50K
+45807,60,State-gov,165827,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,United-States,>50K
+66307,21,Private,301199,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+78477,53,Private,215790,Some-college,10,Widowed,Adm-clerical,Other-relative,White,Female,0,0,22,United-States,<=50K
+76175,38,Private,87556,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,United-States,>50K
+35480,21,Private,111467,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81282,53,Private,82646,Doctorate,16,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,>50K
+99207,24,Private,162282,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10857,36,Federal-gov,239074,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+91423,29,Private,214925,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+9459,23,Private,194247,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1843,44,Private,211531,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+36020,32,Local-gov,223267,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+31882,25,Private,201635,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+32665,41,Self-emp-not-inc,188738,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,27,United-States,<=50K
+91406,18,Private,133055,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+99509,57,Private,61761,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,45,United-States,<=50K
+48050,62,Private,103344,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Male,10520,0,50,United-States,>50K
+32137,29,Private,109814,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+58999,19,Private,225294,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+84462,35,Self-emp-not-inc,97277,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+74980,52,Private,146711,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+47728,28,Private,286452,10th,6,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+21044,38,Private,20308,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+53121,42,Private,224203,Some-college,10,Widowed,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81871,41,Private,225978,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+51843,23,Private,237720,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+9132,31,Private,156743,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,76,United-States,>50K
+75214,31,Private,509364,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+34499,46,Private,144351,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+67434,18,Private,375515,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+59373,57,Self-emp-not-inc,103529,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+89435,25,Private,199472,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+11429,32,Private,348152,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+64819,27,Private,221166,9th,5,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+31191,46,Federal-gov,341762,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+93047,17,,634226,10th,6,Never-married,,Own-child,White,Female,0,0,17,United-States,<=50K
+94723,43,State-gov,159449,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+20512,56,Self-emp-not-inc,110238,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+49937,19,Private,458558,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+79710,20,Federal-gov,340217,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+43516,42,Private,155106,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+17171,90,Private,90523,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,0,99,United-States,<=50K
+74233,25,Private,122756,11th,7,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+38352,27,Private,293828,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+70618,48,Private,299291,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+71680,48,Federal-gov,483261,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+67789,27,Private,122038,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+97181,46,Private,160647,Bachelors,13,Widowed,Tech-support,Unmarried,White,Female,0,0,38,United-States,<=50K
+45658,32,Private,106541,5th-6th,3,Married-civ-spouse,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+26830,22,Private,126945,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+44261,24,Private,188505,Bachelors,13,Married-AF-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+69001,31,Private,377850,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+44195,20,Private,193586,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,18,United-States,<=50K
+98499,28,Self-emp-not-inc,315417,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,2176,0,40,United-States,<=50K
+31525,40,Self-emp-inc,57233,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+11201,39,Private,195253,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+61916,54,Local-gov,172991,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+72254,59,Local-gov,223215,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,42,United-States,<=50K
+93693,17,Private,95799,11th,7,Never-married,Sales,Own-child,White,Female,0,0,18,United-States,<=50K
+26578,25,Self-emp-not-inc,213385,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,80,United-States,<=50K
+61829,49,Local-gov,202467,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+17092,55,Self-emp-not-inc,145574,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,34095,0,60,United-States,<=50K
+9888,39,Private,147548,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+60553,67,Private,105216,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,16,United-States,<=50K
+46262,28,Private,77760,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+41912,35,Private,167990,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Canada,<=50K
+77162,44,Private,167005,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,>50K
+28679,51,Private,108435,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,47,United-States,>50K
+73017,55,Private,56645,Bachelors,13,Widowed,Farming-fishing,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+70967,45,Local-gov,304973,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,78,United-States,>50K
+63848,32,Private,42596,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+23553,45,Private,220641,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+84503,45,Private,101452,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,England,>50K
+12701,35,Private,188888,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+68236,55,Local-gov,168790,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+37672,59,Private,98361,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+27263,22,Private,401762,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+58889,46,Local-gov,160187,Masters,14,Widowed,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+37395,23,Private,203715,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+63821,47,Private,144351,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+6488,34,Private,420749,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,Germany,<=50K
+788,51,Private,106151,11th,7,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+25876,40,Private,362482,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+54671,24,State-gov,38151,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+80700,20,Private,42706,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,72,United-States,<=50K
+80394,44,Private,126199,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,1831,0,50,United-States,<=50K
+99293,26,Private,165510,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+89967,35,Local-gov,216068,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+63459,23,Private,215624,Some-college,10,Never-married,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+75504,40,Private,239708,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67273,49,Local-gov,199378,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+37851,32,Private,230420,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+65002,28,Private,395022,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+43470,51,Private,338620,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+63050,62,Private,210142,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+65875,31,Private,446358,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+51034,47,Local-gov,352614,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+86388,36,Private,293528,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,3,United-States,<=50K
+472,44,State-gov,55395,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26491,18,,128538,HS-grad,9,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+3303,46,Private,428405,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+9927,32,Private,126838,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80066,51,Self-emp-not-inc,136836,Assoc-acdm,12,Divorced,Transport-moving,Unmarried,Black,Female,0,0,30,United-States,<=50K
+13909,48,Private,105838,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+84585,28,Private,139903,Bachelors,13,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13415,57,Self-emp-inc,106103,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+95860,33,Private,186824,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+97847,42,Private,350387,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,15,United-States,<=50K
+59029,17,Private,142912,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+73739,63,,321403,9th,5,Separated,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+50769,31,Self-emp-inc,114937,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+65797,34,,286689,Masters,14,Never-married,,Not-in-family,White,Male,4650,0,30,United-States,<=50K
+19145,35,Private,147258,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+7975,20,Private,451996,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+33342,36,Private,149833,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+3320,24,Private,211968,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+21055,33,Private,287908,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,>50K
+99365,36,Private,166549,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+41722,31,Private,25216,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+86316,29,Private,286452,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,3418,0,40,United-States,<=50K
+7313,47,Private,162034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+30541,30,Private,186932,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,75,United-States,>50K
+28310,34,Private,82938,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+83714,23,Private,122048,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+99470,33,Private,118710,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47444,59,Private,243226,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80311,67,Self-emp-not-inc,268514,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17090,26,Private,365289,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73500,27,Private,165365,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,2885,0,40,Laos,<=50K
+38382,20,Private,219266,HS-grad,9,Married-civ-spouse,Prof-specialty,Own-child,White,Female,0,0,36,,<=50K
+9241,24,Private,283757,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,39,United-States,<=50K
+99884,44,Federal-gov,206553,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98769,31,Private,113364,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55840,28,Private,328949,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+54608,19,Private,83930,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+41859,31,Self-emp-not-inc,325355,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,40,United-States,>50K
+18563,20,Private,131852,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78973,64,Private,119506,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+19160,47,State-gov,100818,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+76419,36,Private,162302,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+98603,48,Private,182211,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+60568,19,Self-emp-not-inc,194205,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+81107,22,Private,141040,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+4152,56,Private,346033,9th,5,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80328,22,Private,177125,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+50317,37,Private,241174,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,99,United-States,>50K
+10623,57,Local-gov,130532,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+49330,38,Private,168496,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+95095,34,Private,362787,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+21057,22,,244771,11th,7,Separated,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13883,38,Federal-gov,48123,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9939,30,Self-emp-inc,173858,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,1902,40,South,>50K
+38452,32,Private,207201,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+20177,29,Private,37933,12th,8,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+99163,56,Private,33323,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+50232,42,Private,175943,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,7298,0,35,United-States,>50K
+37157,66,,306178,10th,6,Divorced,,Not-in-family,White,Male,2050,0,40,United-States,<=50K
+60738,71,Local-gov,229110,HS-grad,9,Widowed,Exec-managerial,Other-relative,White,Female,0,0,33,United-States,<=50K
+69620,20,Private,113511,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+24973,25,Private,333677,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,36,United-States,<=50K
+33488,42,Private,236021,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+46022,20,,371089,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+38242,61,Private,115023,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+84893,24,State-gov,133586,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+7128,51,Private,91137,9th,5,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+9872,27,Private,105598,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25173,41,Private,352812,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,40,United-States,>50K
+26918,31,Private,204829,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63930,39,Private,247733,HS-grad,9,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,16,United-States,<=50K
+84089,36,,370585,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+45270,51,Self-emp-not-inc,103257,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+69315,52,Private,178915,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+59732,49,Private,54260,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+62783,43,Private,55395,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37052,45,Private,233511,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+86476,49,Private,318331,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99208,19,Private,195985,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85750,44,Self-emp-not-inc,38876,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+64430,67,Self-emp-inc,81413,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15429,58,Private,172618,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+96573,36,Private,174717,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+49479,67,Private,224984,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,15831,0,16,Germany,>50K
+20339,61,Private,423297,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+73310,55,Local-gov,88856,7th-8th,4,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+2614,23,,169104,Assoc-acdm,12,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,16,Philippines,<=50K
+11266,35,Federal-gov,39207,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99561,35,Private,340018,10th,6,Never-married,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+87602,20,State-gov,30796,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+98727,51,Private,155403,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+53903,23,Private,238092,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+58900,39,Private,225605,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,24,United-States,<=50K
+73718,36,Private,289148,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+27793,47,Private,339863,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+5957,27,Private,178778,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,80,United-States,>50K
+55562,29,Private,568490,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79065,21,State-gov,129345,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95471,18,Private,447882,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+46764,24,Private,314165,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,20,United-States,<=50K
+5470,39,Federal-gov,382859,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+44114,51,State-gov,82504,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+89356,47,Private,149700,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+99654,62,Private,209844,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+11749,49,Private,62546,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53065,20,Private,228686,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+80888,24,Private,326587,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62413,25,Private,202091,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+65919,54,Self-emp-not-inc,310774,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+26330,25,Private,450246,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+67789,20,,84375,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,45,United-States,<=50K
+7192,43,Private,142444,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,55,United-States,>50K
+618,26,Private,82246,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1876,38,United-States,<=50K
+80789,24,Private,192766,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+52385,18,Private,53109,11th,7,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+43132,45,Self-emp-inc,121836,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,,>50K
+52542,45,Self-emp-not-inc,298130,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+82049,26,Private,135645,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12445,47,Private,265275,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+86261,54,,410114,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+79102,21,Without-pay,232719,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+17856,29,Private,167716,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,99,United-States,<=50K
+72326,68,Private,107627,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+62013,21,Private,129674,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,48,Mexico,<=50K
+60263,28,Self-emp-inc,114053,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+90037,46,Private,202560,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+50106,35,Private,219902,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Female,0,0,48,United-States,<=50K
+69545,50,Self-emp-not-inc,192654,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,United-States,<=50K
+74409,48,Self-emp-inc,238966,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28301,17,,112942,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+7935,59,Private,153484,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,50,United-States,>50K
+81903,23,Private,161874,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Male,0,0,40,United-States,<=50K
+66021,53,Private,260106,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+1541,50,Self-emp-inc,240374,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+85168,32,,251612,5th-6th,3,Never-married,,Unmarried,White,Female,0,0,45,Mexico,<=50K
+6447,53,Private,223696,12th,8,Married-spouse-absent,Handlers-cleaners,Not-in-family,Other,Male,0,0,56,Dominican-Republic,<=50K
+27200,52,Private,176134,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,48,United-States,<=50K
+8784,38,Private,186959,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+50992,43,Private,456236,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+45907,35,Private,98948,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,32,United-States,<=50K
+38573,41,Private,166662,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+55478,22,Private,448626,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+88999,39,Private,167482,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,>50K
+98870,45,Private,189792,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+27666,31,Private,399052,9th,5,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,42,United-States,<=50K
+95688,40,Private,104196,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+27271,47,Self-emp-not-inc,152752,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+35798,53,Private,268545,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Jamaica,<=50K
+58766,53,Self-emp-inc,148532,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+88557,33,Local-gov,281784,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Male,0,1564,52,United-States,>50K
+2554,24,Private,225724,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+9438,34,Private,200192,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80647,46,Self-emp-inc,170850,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+81994,29,Federal-gov,224858,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+82862,61,State-gov,159908,11th,7,Widowed,Other-service,Unmarried,White,Female,0,0,32,United-States,>50K
+50869,31,Private,115488,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+7755,29,Private,1268339,HS-grad,9,Married-spouse-absent,Tech-support,Own-child,Black,Male,0,0,40,United-States,<=50K
+42828,42,Private,195755,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+24568,50,Federal-gov,186272,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55860,34,Private,181388,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2796,39,Private,177181,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+70263,74,Private,91488,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,20,United-States,<=50K
+64500,40,Private,230961,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+59411,75,Self-emp-not-inc,309955,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2174,50,United-States,>50K
+15944,40,Local-gov,63042,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+34723,36,Private,29814,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97805,61,,116230,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+53676,42,,167678,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,22,Ecuador,<=50K
+95791,28,Private,191088,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+41338,19,Private,63814,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,18,United-States,<=50K
+7253,36,Private,285865,Assoc-acdm,12,Separated,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+57552,33,,160776,Assoc-voc,11,Divorced,,Not-in-family,White,Female,0,0,40,France,<=50K
+88956,50,Federal-gov,299831,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,880,40,United-States,<=50K
+24727,47,Private,162741,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,Black,Female,15024,0,40,United-States,>50K
+19403,48,Private,204990,HS-grad,9,Never-married,Tech-support,Unmarried,Black,Female,0,0,33,Jamaica,<=50K
+37741,60,Self-emp-inc,171315,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73844,30,Private,296462,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+79807,32,Private,103860,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+75231,45,Local-gov,159816,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,35,United-States,>50K
+17686,51,Private,96586,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+77423,53,Private,202720,9th,5,Married-spouse-absent,Machine-op-inspct,Unmarried,Black,Male,0,0,75,Haiti,<=50K
+49510,34,Private,202822,Masters,14,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,,<=50K
+54598,48,Self-emp-not-inc,379883,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Mexico,>50K
+56872,68,,123464,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,<=50K
+95822,32,Private,294121,Assoc-acdm,12,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,50,United-States,<=50K
+92540,63,,179981,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,4,United-States,<=50K
+26193,31,Private,234387,HS-grad,9,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35575,58,Self-emp-not-inc,154537,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+46614,32,Private,125856,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+21110,32,Private,156015,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4577,40,Private,116632,Bachelors,13,Divorced,Sales,Own-child,White,Male,0,0,80,United-States,<=50K
+39837,50,Private,124963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,United-States,>50K
+2473,38,Self-emp-not-inc,115215,10th,6,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56588,30,Private,254905,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+50929,21,Private,195532,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37418,28,Private,190067,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,1564,40,United-States,>50K
+61984,63,Private,181828,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,,<=50K
+97770,32,Private,203674,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,880,36,United-States,<=50K
+84095,25,Private,322585,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+50987,59,Private,246262,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+59825,22,Local-gov,211129,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,,<=50K
+2910,49,Private,139268,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+43287,36,Private,188540,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48807,31,,251167,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,30,Mexico,<=50K
+5812,46,Private,94809,Some-college,10,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,30,United-States,<=50K
+79001,37,Local-gov,265038,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+69723,48,Private,182566,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+81838,43,Private,220109,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1672,44,United-States,<=50K
+33411,41,Private,208470,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+19546,54,Private,28683,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3464,0,40,United-States,<=50K
+64400,36,Private,233571,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,4,United-States,<=50K
+16918,29,Private,24562,Bachelors,13,Divorced,Other-service,Unmarried,Other,Female,0,0,40,United-States,<=50K
+8838,66,Local-gov,36364,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2267,40,United-States,<=50K
+94917,59,Private,168569,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+21968,62,Private,167098,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+73241,29,Private,271579,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+80398,28,Private,191355,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+36808,27,Private,31659,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,60,United-States,>50K
+41579,42,State-gov,83411,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+81970,60,Private,40856,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,>50K
+43499,58,Private,115605,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+41382,27,Private,132326,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50974,45,Private,220213,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22176,50,Private,172511,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+48312,43,Private,156745,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+86815,39,Private,218916,Prof-school,15,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+92902,21,Private,306114,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+52776,24,Private,196675,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,70,United-States,<=50K
+87092,59,Self-emp-not-inc,73411,Prof-school,15,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+39436,36,Private,184659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+45691,72,,75890,Some-college,10,Widowed,,Unmarried,Asian-Pac-Islander,Female,0,0,4,United-States,<=50K
+38264,35,Private,320451,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,65,Hong,>50K
+56167,33,Private,172498,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+39108,30,Private,131588,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+90406,40,Private,124520,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Male,0,0,50,United-States,>50K
+44702,26,Self-emp-not-inc,93806,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+81719,37,Federal-gov,173192,Assoc-voc,11,Separated,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+60353,68,Self-emp-not-inc,198554,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Female,0,0,20,United-States,<=50K
+84444,45,Private,26502,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,United-States,>50K
+93354,56,Private,225267,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+5412,36,Private,150042,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+89913,50,Private,211319,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+22521,38,Private,208358,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+75024,29,Private,58115,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,41,United-States,<=50K
+33371,28,Private,219267,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,28,United-States,<=50K
+19990,39,Federal-gov,129573,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+40285,26,Local-gov,27834,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77238,52,Self-emp-inc,415037,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,>50K
+42947,52,Private,191529,Bachelors,13,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44579,84,Private,132806,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,13,United-States,<=50K
+47266,33,Federal-gov,137059,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+2896,46,Federal-gov,102308,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+78541,30,Private,164309,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+3674,38,Private,40955,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,England,>50K
+17018,66,Private,141085,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,8,United-States,<=50K
+11948,62,Federal-gov,258124,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Italy,>50K
+22725,31,Private,467579,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1887,40,United-States,>50K
+84687,31,Private,145139,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+10404,39,Private,231141,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2829,0,40,United-States,<=50K
+8851,60,Self-emp-not-inc,146674,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,50,,<=50K
+36814,27,Private,242207,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+16330,37,,102541,Assoc-voc,11,Married-civ-spouse,,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+52419,38,Private,135416,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+95061,25,Private,267284,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+12573,48,Private,130812,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+84372,42,Self-emp-not-inc,183765,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,,<=50K
+38433,45,Local-gov,188823,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72599,22,Private,200593,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+55239,50,Private,124094,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+29067,21,Private,50411,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35283,44,Local-gov,101689,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+22930,60,Self-emp-not-inc,73091,HS-grad,9,Separated,Other-service,Not-in-family,Black,Male,0,1876,50,United-States,<=50K
+20377,21,,107801,Some-college,10,Never-married,,Own-child,White,Female,0,0,6,United-States,<=50K
+81466,51,Private,176969,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+73956,30,Private,342709,HS-grad,9,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+25376,46,Self-emp-not-inc,368561,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49092,43,Private,26915,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+82887,57,Private,157974,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+1234,48,Private,109832,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+87638,39,Self-emp-inc,116358,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,7688,0,40,,>50K
+89538,68,Self-emp-not-inc,195881,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,2414,0,40,United-States,<=50K
+2275,33,Private,183000,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+86285,22,Without-pay,302347,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,4416,0,40,United-States,<=50K
+95064,18,,151463,11th,7,Never-married,,Other-relative,White,Male,0,0,7,United-States,<=50K
+49183,28,Private,217200,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+10616,32,Private,31740,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+12758,56,Private,35520,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+55678,36,Private,369843,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+53544,34,Private,199227,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+68474,18,Private,144711,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,1721,40,United-States,<=50K
+25253,39,Private,382802,10th,6,Widowed,Machine-op-inspct,Not-in-family,Black,Male,0,1590,40,United-States,<=50K
+73443,25,Private,254781,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22227,27,Self-emp-not-inc,70657,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+17954,56,Self-emp-not-inc,50791,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,1876,60,United-States,<=50K
+71549,33,Self-emp-not-inc,222162,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68270,49,Self-emp-inc,94606,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,60,United-States,>50K
+44950,44,Self-emp-not-inc,104196,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,84,United-States,<=50K
+44264,30,Self-emp-not-inc,455995,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,>50K
+74367,27,Private,166210,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+74116,25,Private,198986,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+78750,30,Self-emp-inc,292465,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75781,38,Private,99388,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,El-Salvador,<=50K
+74640,38,Private,698363,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53465,46,Private,154940,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+53381,37,Private,401998,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,20,United-States,<=50K
+61529,62,Private,162825,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+54842,55,Self-emp-not-inc,271795,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+18854,47,Self-emp-not-inc,134671,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44996,45,Private,87583,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,14,United-States,<=50K
+37493,50,Private,248619,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+94822,36,Private,130200,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+44781,45,Private,178922,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+5218,23,Private,51985,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,38,United-States,<=50K
+74911,37,Private,125933,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+45693,38,State-gov,104280,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+20904,27,Private,617860,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+46030,29,Private,122112,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+8235,45,Local-gov,181758,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39598,41,Self-emp-inc,223671,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1887,55,United-States,>50K
+55720,38,Self-emp-not-inc,140117,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+84836,27,Private,107458,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55423,51,Federal-gov,215948,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,0,40,,<=50K
+58779,44,Federal-gov,306440,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49093,33,Federal-gov,615893,Masters,14,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,Nicaragua,<=50K
+30581,28,Self-emp-inc,201186,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,99999,0,40,United-States,>50K
+64191,32,Private,37210,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+60745,43,Private,196084,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+11622,45,Local-gov,166181,HS-grad,9,Divorced,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+98224,52,Federal-gov,291096,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,7298,0,40,United-States,>50K
+59858,24,Private,232841,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+43831,19,,131982,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+97147,47,Private,408788,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87897,53,Self-emp-inc,42924,Doctorate,16,Divorced,Exec-managerial,Not-in-family,White,Male,14084,0,50,United-States,>50K
+47547,31,Private,181091,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+36493,30,Private,200246,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54608,56,Private,282023,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+92134,49,Federal-gov,128990,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+91114,38,Private,106838,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+30523,19,Private,144750,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,18,United-States,<=50K
+62643,39,Private,108140,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19475,38,Private,103323,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+13002,47,Private,268022,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+44047,58,Private,197114,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74794,27,Private,191628,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,2174,0,40,United-States,<=50K
+8986,59,Local-gov,176118,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+9234,24,Private,42401,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,47,United-States,<=50K
+57127,42,Private,322385,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2407,0,40,United-States,<=50K
+67535,53,State-gov,123011,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+11595,35,Private,210945,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+47295,36,Local-gov,130620,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,China,>50K
+7726,26,Private,248990,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+36407,33,Private,132705,9th,5,Separated,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+79915,29,Private,94892,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+23911,43,Private,141858,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+93023,35,Private,81232,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+3027,48,Private,114561,Bachelors,13,Married-spouse-absent,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,36,Philippines,>50K
+50985,45,Local-gov,191776,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43738,43,Private,128354,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15762,27,Private,37088,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+51351,21,Private,414812,7th-8th,4,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+93466,63,,156799,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+82734,39,Private,33983,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,15024,0,40,United-States,>50K
+26761,52,Self-emp-not-inc,194995,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,55,United-States,>50K
+7294,41,Self-emp-inc,73431,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+92060,48,Private,155664,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,70,United-States,>50K
+82926,27,,182386,11th,7,Divorced,,Unmarried,White,Female,0,0,35,United-States,<=50K
+27637,53,State-gov,281074,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,1092,40,United-States,<=50K
+68753,33,Local-gov,248346,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+28750,37,Private,167482,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+22123,18,,171088,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+49218,43,Federal-gov,211763,Doctorate,16,Separated,Prof-specialty,Unmarried,Black,Female,0,0,24,United-States,>50K
+88912,20,Private,122166,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45865,47,Private,370119,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+82225,36,Self-emp-not-inc,138940,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+32537,41,Private,174575,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,45,United-States,>50K
+29589,67,Private,101132,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,1797,0,40,United-States,<=50K
+12316,38,Private,292307,Bachelors,13,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,0,0,40,Dominican-Republic,<=50K
+4512,47,Self-emp-not-inc,248776,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,25,United-States,<=50K
+18148,39,Private,314007,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+83228,34,Self-emp-not-inc,213226,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,35,,<=50K
+84151,36,Private,76845,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+34020,24,Private,148320,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+23107,50,Self-emp-not-inc,54261,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+76524,21,Private,223352,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,1055,0,30,United-States,<=50K
+20105,21,Private,211013,9th,5,Never-married,Other-service,Own-child,White,Female,0,0,50,Mexico,<=50K
+46859,40,Private,209833,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21679,19,Private,356272,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+26535,38,Private,143538,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86549,34,Private,242960,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+89536,44,Local-gov,263871,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8550,20,Private,151105,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+79029,44,Private,207685,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,1564,55,England,>50K
+37612,49,Local-gov,46537,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,594,0,10,United-States,<=50K
+78684,45,Self-emp-inc,84324,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+14304,24,Private,224716,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+73739,34,Private,186269,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+64719,58,Self-emp-not-inc,143731,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,72,United-States,>50K
+21449,39,Private,236391,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+49551,22,Private,54560,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+69351,38,Private,266325,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,32,United-States,>50K
+44287,32,Federal-gov,42900,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+68038,45,State-gov,183710,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,<=50K
+15779,23,Private,278254,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,45,United-States,<=50K
+86717,35,Private,119992,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+340,52,Private,284329,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+1339,55,Private,368727,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85528,23,Private,353696,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+42949,22,Private,31387,Bachelors,13,Married-civ-spouse,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,2885,0,25,United-States,<=50K
+28399,27,Private,110931,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+91004,24,Private,169532,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+60809,21,Private,285522,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90883,49,Private,198774,Bachelors,13,Divorced,Sales,Other-relative,White,Female,0,0,35,United-States,<=50K
+67332,32,Private,123291,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+90443,64,Private,146110,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+3392,37,Self-emp-not-inc,29814,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+27769,61,Private,195595,7th-8th,4,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+52817,44,Private,92649,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,>50K
+28096,53,Private,290688,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+14979,43,Private,427382,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+17760,60,State-gov,234854,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+78277,23,Private,276568,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+53350,25,Private,250038,Masters,14,Married-civ-spouse,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+40688,29,Private,150861,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69402,51,Private,87205,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,England,<=50K
+5278,47,Private,343579,1st-4th,2,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,12,Mexico,<=50K
+35881,20,Private,94401,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+50756,25,Private,120238,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,40,Poland,>50K
+51573,27,Private,205440,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+49892,23,Private,198996,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70271,18,Private,294253,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,27,United-States,<=50K
+91322,23,Private,256628,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,32,United-States,<=50K
+39237,59,Self-emp-not-inc,223131,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+84949,46,Private,207301,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,<=50K
+47129,66,,270460,7th-8th,4,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73064,46,Local-gov,125457,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,38,United-States,>50K
+68961,36,Local-gov,212856,11th,7,Never-married,Other-service,Unmarried,White,Female,0,0,23,United-States,<=50K
+35072,44,Private,197389,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+59515,17,Private,73338,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+70229,27,Private,68037,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+15937,32,Private,185027,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+703,53,Private,107123,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+80721,22,Private,109482,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,98,United-States,<=50K
+33226,30,Private,174543,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+5385,47,Self-emp-not-inc,208407,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2002,30,United-States,<=50K
+8957,68,Self-emp-not-inc,211584,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+90567,39,Private,108540,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+29117,22,Private,202416,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+87041,62,,160155,7th-8th,4,Married-civ-spouse,,Husband,White,Male,6418,0,40,United-States,>50K
+68574,20,Private,176178,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+89566,21,Private,265148,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,38,Jamaica,<=50K
+68351,34,Private,220631,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,50,,<=50K
+886,30,Self-emp-not-inc,303692,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,United-States,<=50K
+94533,25,Private,135845,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+55570,23,State-gov,199915,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,21,United-States,<=50K
+5774,40,State-gov,150533,Bachelors,13,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+82424,26,Federal-gov,85482,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+37812,57,Self-emp-not-inc,24473,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19384,36,Private,272944,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+70194,43,,82077,Some-college,10,Divorced,,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+33778,49,State-gov,194895,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16116,58,Private,314153,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+20577,32,Private,176253,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+89385,59,Private,113959,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+18882,42,State-gov,167581,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+98072,37,Private,79586,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Iran,<=50K
+37482,40,Private,166662,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+39920,47,Private,72896,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+70583,56,Private,345730,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+22684,30,Private,302473,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+45925,42,Private,42346,HS-grad,9,Widowed,Exec-managerial,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+50262,21,Private,243921,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+37216,21,Private,131620,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Own-child,White,Female,0,0,40,Dominican-Republic,<=50K
+88927,47,Private,158924,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+90795,22,Self-emp-not-inc,32921,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+28908,35,Private,252897,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,14344,0,40,United-States,>50K
+69818,41,Private,155657,11th,7,Never-married,Handlers-cleaners,Other-relative,Black,Female,0,0,40,United-States,<=50K
+63024,43,Federal-gov,155106,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,53,United-States,<=50K
+38729,60,Private,82775,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+9926,73,Private,26248,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+84700,90,Private,88991,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,England,>50K
+50069,62,Federal-gov,125155,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+33225,28,Private,218039,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7313,45,Private,53524,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40857,19,Private,259352,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+18987,30,Private,296453,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+97680,19,Private,278915,12th,8,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,52,United-States,<=50K
+92354,23,Private,565313,Some-college,10,Never-married,Other-service,Own-child,Black,Male,2202,0,80,United-States,<=50K
+15434,22,Federal-gov,274103,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+23178,19,Private,271118,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,28,United-States,<=50K
+24673,45,Federal-gov,207107,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Male,0,2080,40,Philippines,<=50K
+65860,26,Local-gov,138597,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+38059,42,Local-gov,180985,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,99999,0,40,United-States,>50K
+56402,62,Self-emp-not-inc,159939,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+41576,61,Private,110920,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+17537,34,Private,34862,Bachelors,13,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Male,0,1564,60,United-States,>50K
+2998,22,Local-gov,163205,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,53,United-States,<=50K
+21305,56,Private,110003,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+10839,32,Private,229051,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+7426,24,,144898,Some-college,10,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+95971,26,Private,211596,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46239,32,Private,48458,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,1669,45,United-States,<=50K
+81960,58,Private,201393,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+30876,25,Self-emp-not-inc,136450,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+30029,23,Private,193586,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+96632,23,Private,91189,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+24766,54,Private,227832,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+2555,28,Private,271936,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+72226,35,Private,61343,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+28922,30,Private,157778,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,>50K
+37081,23,Private,201680,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89713,42,Private,228320,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+93427,72,Private,33404,10th,6,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+95971,21,Private,103205,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32314,37,Private,279029,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70064,54,Private,213092,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40841,58,Private,126104,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Female,0,1980,45,United-States,<=50K
+25114,32,Private,119124,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+67361,65,Private,31924,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+51510,22,Private,253799,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,,<=50K
+32180,52,Private,266138,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+77705,65,Private,185001,10th,6,Widowed,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+71621,33,Self-emp-not-inc,34102,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+43069,35,Private,115214,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,6497,0,65,United-States,<=50K
+19097,27,Private,289484,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+6376,34,State-gov,287908,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,42,United-States,<=50K
+66151,53,Self-emp-not-inc,158284,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+93258,23,Private,60668,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+765,43,State-gov,222978,Doctorate,16,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+92492,58,Private,244605,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,3908,0,40,United-States,<=50K
+51717,38,Private,150601,10th,6,Separated,Adm-clerical,Unmarried,White,Male,0,3770,40,United-States,<=50K
+42310,26,Private,199143,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+71809,60,Private,131681,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96227,28,Private,346406,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1672,50,United-States,<=50K
+11626,33,Federal-gov,391122,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+68994,29,Local-gov,280344,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+48051,54,State-gov,188809,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+44103,41,Private,277488,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,36,United-States,<=50K
+77709,63,Self-emp-not-inc,181561,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67458,31,Private,158545,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,27,United-States,<=50K
+65748,23,Private,313573,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,25,United-States,<=50K
+94672,31,Private,591711,Some-college,10,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,0,0,40,,<=50K
+63626,41,Private,268183,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+72055,51,Private,392286,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+45787,59,Private,233312,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+6353,23,Private,520231,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+68262,24,Self-emp-not-inc,186831,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+79068,67,Self-emp-not-inc,141085,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+31043,65,,198019,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48242,47,Local-gov,198660,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+6787,21,Private,409230,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+35283,38,Private,376025,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+87450,55,Private,80167,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+61172,39,Private,99357,Masters,14,Divorced,Prof-specialty,Own-child,White,Female,1506,0,40,United-States,<=50K
+31110,24,Private,82847,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,50,Portugal,>50K
+74733,24,Private,22201,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,Thailand,<=50K
+6340,38,Private,275223,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+88776,19,Private,117595,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+59664,32,Private,207668,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+51025,63,Self-emp-not-inc,179981,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+24438,18,Private,192583,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63490,36,Private,66304,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+57583,41,Private,200671,Bachelors,13,Divorced,Transport-moving,Own-child,Black,Male,6497,0,40,United-States,<=50K
+26502,57,Private,32365,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+510,48,Private,28497,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15208,44,Private,222978,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,1504,40,United-States,<=50K
+78330,25,Private,160261,Some-college,10,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+69752,48,Private,120724,12th,8,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+55006,20,Private,91733,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+42736,74,Self-emp-not-inc,146929,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+13945,44,Private,205706,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79822,26,Private,181666,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+86504,54,Local-gov,279452,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+75079,39,Private,207568,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,>50K
+58875,38,Private,22494,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,7443,0,40,United-States,<=50K
+10226,18,Private,210026,10th,6,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+79695,32,Local-gov,190889,Masters,14,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,40,,<=50K
+70015,24,Private,109869,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+34542,19,Self-emp-not-inc,285263,9th,5,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+28623,28,Private,192588,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+226,28,Private,232945,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,Other,Male,0,0,30,United-States,<=50K
+62617,49,Local-gov,31339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93910,50,Private,305147,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59348,63,Private,188914,HS-grad,9,Widowed,Machine-op-inspct,Other-relative,Black,Female,0,0,40,Haiti,<=50K
+93519,58,Self-emp-not-inc,141165,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+36020,68,Self-emp-inc,136218,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,15,United-States,<=50K
+15606,41,Federal-gov,371382,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+24922,21,,199177,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90335,27,Private,221366,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,50,United-States,>50K
+92882,24,Private,403671,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30674,50,Private,193871,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+92140,47,Private,306183,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,44,United-States,<=50K
+8871,64,,159938,HS-grad,9,Divorced,,Not-in-family,White,Male,8614,0,40,United-States,>50K
+4213,54,Private,124194,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+55069,28,Private,69847,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,30,United-States,<=50K
+35935,26,State-gov,169323,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81865,35,State-gov,172327,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+18848,48,Private,118889,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,2885,0,15,United-States,<=50K
+9590,50,Private,166220,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,3942,0,40,United-States,<=50K
+53052,39,Private,186420,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42759,46,Private,192779,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+76801,41,Private,105616,Some-college,10,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,48,United-States,<=50K
+21300,24,Private,141113,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,2580,0,40,United-States,<=50K
+59066,57,Private,160275,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29939,32,Private,164507,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+31656,41,Private,207578,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,India,>50K
+94336,55,Private,314592,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+1772,41,,254630,Assoc-voc,11,Divorced,,Not-in-family,White,Male,0,0,80,United-States,<=50K
+22179,69,Private,159522,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,Black,Female,2964,0,40,United-States,<=50K
+9119,22,Private,112130,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+32346,45,Private,192835,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,3942,0,40,United-States,<=50K
+37290,33,Private,206280,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+21233,57,Private,308861,Some-college,10,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21511,38,Self-emp-not-inc,93206,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,1902,65,United-States,>50K
+69620,40,Private,206066,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+12797,48,Self-emp-not-inc,309895,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+53656,38,Local-gov,216129,Some-college,10,Married-spouse-absent,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+59111,26,State-gov,287420,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+91730,24,Private,163595,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+33872,35,Private,170092,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+3556,37,Private,287031,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,75,United-States,>50K
+76260,42,Private,59474,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85585,37,Private,99151,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+63261,37,Private,206888,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+33593,28,Private,177119,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,80,,<=50K
+87882,22,Private,173736,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+58495,24,Private,182163,11th,7,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,Germany,<=50K
+73263,45,Local-gov,311080,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+48109,29,Self-emp-not-inc,389857,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+8434,23,Private,297152,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,25,United-States,<=50K
+69483,24,Federal-gov,130534,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21043,25,Private,137301,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+45687,58,Private,316235,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,32,United-States,<=50K
+25150,28,Self-emp-inc,32922,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+73314,58,Private,118303,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,>50K
+28962,18,Private,188241,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+71011,59,Private,236731,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+31812,39,Private,209397,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+32646,53,Self-emp-inc,290640,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+38091,54,Private,221915,Prof-school,15,Never-married,Prof-specialty,Other-relative,White,Female,0,0,65,United-States,<=50K
+58023,51,Private,175246,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+75125,59,Private,159724,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7298,0,55,United-States,>50K
+53363,42,State-gov,160369,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+76835,36,Private,461337,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+4880,37,Private,187311,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+52281,32,Private,29312,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+86393,38,Self-emp-not-inc,197365,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+84591,19,Private,301747,HS-grad,9,Separated,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+93911,55,Local-gov,135439,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+40701,30,Private,340917,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92491,27,Private,155057,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+15151,65,,200749,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+32498,44,Private,323627,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,5,United-States,<=50K
+67672,23,,154921,5th-6th,3,Never-married,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+89216,32,Private,131425,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+74625,60,Private,184242,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+65205,28,Private,149769,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+96068,44,Private,124924,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Mexico,<=50K
+45640,29,Private,253003,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,16,United-States,<=50K
+72085,57,State-gov,250976,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75370,41,Private,104196,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+92601,34,Self-emp-not-inc,250182,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+45387,44,Private,188331,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+13377,44,Private,187322,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24796,57,Private,130714,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,22,United-States,<=50K
+55178,37,Private,40955,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+29587,35,Private,107125,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,16,United-States,>50K
+6137,51,Private,145714,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,,>50K
+97753,27,Private,133937,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+19940,41,State-gov,293485,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,3103,0,40,United-States,>50K
+78080,28,,203260,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,8,United-States,<=50K
+28689,37,Self-emp-not-inc,143368,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+41621,18,Private,51789,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+12821,24,State-gov,211049,7th-8th,4,Never-married,Tech-support,Unmarried,White,Female,0,0,20,United-States,<=50K
+2378,53,Private,81794,12th,8,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+41855,40,Private,139193,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1980,48,United-States,<=50K
+28038,54,Private,150999,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,60,United-States,<=50K
+75682,22,Private,332657,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72596,44,Private,240043,10th,6,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,30,United-States,<=50K
+86587,43,Private,186188,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,Iran,<=50K
+91616,58,State-gov,223400,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+67323,59,Local-gov,102442,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+93620,31,Private,236599,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+59916,35,Private,283237,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+7543,17,Private,150106,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+50559,45,Private,102076,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+31301,40,Private,374764,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59587,35,Private,32528,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+40693,25,Federal-gov,50053,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+5062,58,Private,212864,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74293,39,Private,30673,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,>50K
+65914,69,,248248,1st-4th,2,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,34,Philippines,<=50K
+17771,23,Private,419554,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,54,United-States,<=50K
+64190,32,State-gov,177216,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39905,48,Private,118158,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+10531,41,Private,116391,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Germany,<=50K
+32098,74,Private,194312,9th,5,Widowed,Craft-repair,Not-in-family,White,Male,0,0,10,,<=50K
+45918,43,Private,111895,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+97487,18,Private,193290,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1721,20,United-States,<=50K
+81859,24,Federal-gov,287988,Bachelors,13,Never-married,Armed-Forces,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86316,58,Private,147653,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,32,United-States,<=50K
+11144,54,Private,117674,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+36976,60,Private,187458,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85411,28,Private,410351,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+49082,41,Private,207578,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+56137,62,,55621,Some-college,10,Married-civ-spouse,,Husband,Black,Male,0,0,35,United-States,>50K
+10729,27,State-gov,271243,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Male,0,0,40,Jamaica,<=50K
+89266,30,Private,188798,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+28987,63,Local-gov,168656,Bachelors,13,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,35,Outlying-US(Guam-USVI-etc),<=50K
+2711,33,Private,460408,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,3325,0,50,United-States,<=50K
+19157,34,Private,241885,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+7617,20,,133061,9th,5,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+68837,51,Private,194097,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60144,21,Private,219137,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,25,United-States,<=50K
+51965,50,Private,31621,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49617,43,Private,207685,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94325,27,Private,57052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,40,United-States,<=50K
+58567,19,Private,109854,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+50455,20,,369678,HS-grad,9,Never-married,,Not-in-family,Other,Male,0,0,43,United-States,<=50K
+33611,17,Private,53611,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,6,United-States,<=50K
+60098,47,Private,344916,Assoc-acdm,12,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+68729,25,Local-gov,198813,Bachelors,13,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+79788,71,Private,180733,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+54860,21,Private,188073,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+39733,69,,159077,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,48,United-States,<=50K
+39896,48,Private,174829,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+46195,57,Private,142791,7th-8th,4,Widowed,Sales,Other-relative,White,Female,0,1602,3,United-States,<=50K
+70632,58,Self-emp-not-inc,43221,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2415,40,United-States,>50K
+17011,34,Private,188736,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Female,0,0,20,Columbia,<=50K
+76873,33,Local-gov,222654,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,66,,<=50K
+13805,56,Private,251836,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+27291,40,Federal-gov,112388,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20021,28,Private,209641,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+64021,42,Private,313945,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Ecuador,<=50K
+91864,19,,134974,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+42566,41,Private,152742,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+62452,28,Self-emp-inc,153291,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+25086,40,Private,353432,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+89354,23,Private,96635,Some-college,10,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+9496,46,,202560,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+99969,39,Private,150057,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+39581,39,Private,114844,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+30266,45,Private,132847,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+880,21,,41356,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+72497,50,Self-emp-not-inc,93705,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29298,33,Private,309350,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+48446,34,Private,123084,11th,7,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+95132,55,Private,174662,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,32,United-States,<=50K
+34417,62,Federal-gov,177295,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+30601,31,Private,211880,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+69480,35,Self-emp-not-inc,454915,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35220,30,Private,232475,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99289,57,Self-emp-inc,244605,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+29800,50,Private,150876,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1887,55,United-States,>50K
+59704,51,Private,257337,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+14216,47,Private,329144,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4386,0,45,United-States,>50K
+5719,37,Private,116960,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+56737,58,Private,267663,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Mexico,<=50K
+43485,39,Private,47871,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,>50K
+54607,34,Private,295922,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,England,>50K
+38902,45,Private,175625,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+50694,19,,129586,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+14265,42,Private,190179,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+69274,40,Private,168071,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+90045,39,Self-emp-not-inc,202027,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+45588,36,Private,202662,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+45269,56,Private,101436,HS-grad,9,Divorced,Adm-clerical,Other-relative,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+49298,19,,119234,Some-college,10,Never-married,,Other-relative,White,Female,0,0,15,United-States,<=50K
+43456,37,Private,360743,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,>50K
+50423,60,Local-gov,93272,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+57092,56,Private,145574,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+23973,51,Private,101722,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,3908,0,47,United-States,<=50K
+86071,34,Private,135785,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+42354,23,,218415,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+75822,19,Private,127709,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,30,United-States,<=50K
+27059,37,Federal-gov,448337,HS-grad,9,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36926,58,Private,310320,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+69863,33,Private,251521,11th,7,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+53246,39,Private,255503,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+86798,36,Private,116608,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+62660,26,Private,71009,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+15612,22,Private,174975,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,36,United-States,<=50K
+25855,32,Private,108023,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31319,17,Private,204018,11th,7,Never-married,Sales,Unmarried,White,Male,0,0,15,United-States,<=50K
+12529,57,,366563,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95640,68,Private,121846,7th-8th,4,Widowed,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+65484,70,Private,278139,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3432,0,40,United-States,<=50K
+8871,30,Private,114691,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+92172,19,State-gov,536725,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,15,Japan,<=50K
+51869,51,Private,94432,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+5728,19,Private,286002,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,30,Nicaragua,<=50K
+91329,47,Private,101684,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77227,41,Private,352834,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+73568,36,Private,99146,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+45995,30,Private,231413,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+82522,26,Private,158846,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+34281,41,Local-gov,190786,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+65748,25,Private,306513,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+64044,62,Private,152148,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+39075,23,Private,309580,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2550,26,,130832,Bachelors,13,Never-married,,Unmarried,White,Female,0,0,10,United-States,<=50K
+52056,25,Private,194897,HS-grad,9,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Male,6849,0,40,United-States,<=50K
+20984,30,Private,130078,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+15280,48,Private,39986,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36368,20,Private,379198,HS-grad,9,Never-married,Other-service,Other-relative,Other,Male,0,0,40,Mexico,<=50K
+83748,51,Private,189762,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,15,United-States,>50K
+1941,19,Private,178147,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+23910,31,Private,332379,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19706,36,Private,175759,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+10305,21,,262062,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+81639,40,Private,275446,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+8872,30,Self-emp-not-inc,278522,11th,7,Never-married,Farming-fishing,Own-child,Black,Male,0,0,40,United-States,<=50K
+39334,28,Self-emp-not-inc,54683,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+68318,57,Private,136107,9th,5,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+29677,18,Private,205894,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+70593,54,Private,210736,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+9851,32,Private,166634,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+13321,52,Private,185283,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65007,27,Private,180553,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+8982,45,Private,199058,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,,<=50K
+55724,18,Private,145005,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+6112,37,Self-emp-not-inc,184655,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+24788,52,Private,358554,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+11483,59,Private,307423,9th,5,Never-married,Other-service,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+24358,27,Private,472070,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11889,43,Federal-gov,115562,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+7749,56,Private,32446,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+56148,44,Self-emp-not-inc,33121,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+69341,37,Private,183345,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+56764,28,Private,119793,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,10520,0,50,United-States,>50K
+10063,48,Self-emp-not-inc,97883,HS-grad,9,Separated,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+90034,58,Self-emp-not-inc,31732,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+9651,29,Private,206250,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+81812,37,Private,103323,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+5523,35,Self-emp-inc,135436,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+91704,36,Private,376455,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+52243,52,Private,160703,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+57298,30,Private,131699,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79823,22,Private,243842,9th,5,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+89257,55,Self-emp-not-inc,349910,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+5040,61,Private,170262,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,38,United-States,>50K
+98427,33,Private,184306,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,30,United-States,<=50K
+35605,46,Private,224202,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+84866,64,Private,151540,11th,7,Widowed,Tech-support,Unmarried,White,Female,0,0,16,United-States,<=50K
+97024,28,Private,231197,10th,6,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,Mexico,<=50K
+72774,19,Private,279968,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+3949,36,Private,162651,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+83110,43,Self-emp-not-inc,130126,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+83522,39,Self-emp-not-inc,160120,Doctorate,16,Divorced,Adm-clerical,Other-relative,Other,Male,0,0,40,,<=50K
+14836,56,Private,161662,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+84265,24,Local-gov,201664,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+86686,40,Private,137142,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+52338,45,Self-emp-inc,122206,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+10259,56,Local-gov,183169,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18648,46,Private,126513,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,,<=50K
+52726,35,Federal-gov,185053,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+99721,36,Self-emp-not-inc,408427,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+55080,50,Self-emp-not-inc,198581,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+40881,61,Private,199198,7th-8th,4,Widowed,Other-service,Not-in-family,Black,Female,0,0,21,United-States,<=50K
+61498,31,Private,184306,Assoc-voc,11,Never-married,Transport-moving,Own-child,White,Male,0,1980,60,United-States,<=50K
+17774,63,Private,172740,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+98306,41,Private,205153,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+88429,48,Private,164964,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+35506,45,Private,162606,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+72293,24,Private,179627,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+96865,34,Private,103408,Some-college,10,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,Germany,>50K
+72782,27,Private,36440,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95409,26,Private,57512,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,48,United-States,<=50K
+35384,27,Private,187981,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+95451,55,Private,393768,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+50774,38,Private,108726,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+94505,31,Private,180551,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+11620,51,Self-emp-not-inc,176240,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+26024,56,Private,70720,12th,8,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+510,39,Private,35890,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+71923,50,Private,283676,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+5666,34,Local-gov,105540,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2051,40,United-States,<=50K
+44045,44,Private,408717,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,3674,0,50,United-States,<=50K
+39055,21,Private,57916,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+87475,37,Private,177974,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,United-States,<=50K
+32220,34,,177304,10th,6,Divorced,,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+79952,18,Private,115839,12th,8,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+94685,34,,205256,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2885,0,80,United-States,<=50K
+13087,38,Private,117802,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,65,United-States,>50K
+29528,19,Private,211355,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+65542,46,Private,173243,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27867,19,Private,343200,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+67171,22,Private,401690,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,Mexico,<=50K
+70081,38,Private,196123,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+63589,33,Private,168981,Masters,14,Divorced,Exec-managerial,Own-child,White,Female,14084,0,50,United-States,>50K
+81299,83,Self-emp-not-inc,213866,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,8,United-States,<=50K
+72132,34,Private,55176,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+97171,38,Private,153976,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91191,33,Private,119176,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+73979,27,Private,169117,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,1887,40,United-States,>50K
+62405,38,Private,156550,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+49796,25,Private,109609,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+62238,38,Private,26698,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+14092,52,Private,236497,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+59116,33,State-gov,306309,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+13735,17,Private,242773,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+51912,28,Private,124680,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,6849,0,60,United-States,<=50K
+50052,52,Local-gov,43909,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+46222,34,Private,112820,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,White,Male,2463,0,40,United-States,<=50K
+91326,25,Private,148300,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+61389,17,Private,133449,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,26,United-States,<=50K
+12469,22,Private,263670,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,80,United-States,<=50K
+66170,22,Private,276494,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+39346,46,Private,190115,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+62714,58,Private,317479,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+4757,39,Private,151248,Some-college,10,Divorced,Sales,Other-relative,White,Female,0,0,35,United-States,<=50K
+89272,59,Local-gov,130532,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,40,Poland,<=50K
+34867,61,Private,160062,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+78515,32,Private,299635,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+3247,50,Private,171225,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+52930,51,Private,33304,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2714,43,Private,95634,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,45,,<=50K
+45044,20,Private,243878,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+78799,38,Local-gov,181721,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+59774,44,Federal-gov,201435,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+8217,28,Private,334032,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+85112,50,Private,220019,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+89356,53,Private,71772,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+25978,42,Self-emp-not-inc,27661,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+26376,47,Private,191411,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,India,<=50K
+32495,39,Private,123945,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+39333,38,Self-emp-not-inc,37778,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+85116,34,State-gov,171216,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+43623,40,Private,93955,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+33209,63,Private,163809,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+2010,53,Private,346754,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+11450,43,Private,188436,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+40233,28,Private,72443,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,1669,60,United-States,<=50K
+65192,68,Private,186350,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,10,United-States,>50K
+82723,22,,214238,7th-8th,4,Never-married,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+20827,46,State-gov,394860,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+47367,57,Private,262642,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+67341,38,Private,125550,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+12760,66,Private,192504,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+55364,29,Private,131310,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+83883,54,Private,249322,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+49987,38,Private,172755,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86733,35,Private,209993,11th,7,Separated,Priv-house-serv,Unmarried,White,Female,0,0,8,Mexico,<=50K
+52950,30,Private,166961,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,37,United-States,<=50K
+24420,39,Private,315291,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+45550,31,Private,284703,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+36022,50,Private,166565,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+1885,30,Self-emp-not-inc,173854,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+84861,25,Private,189219,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+26543,24,Private,210781,Bachelors,13,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,France,<=50K
+90802,59,Local-gov,171328,HS-grad,9,Separated,Protective-serv,Other-relative,Black,Female,0,2339,40,United-States,<=50K
+57870,45,Private,199832,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,15,United-States,<=50K
+93334,64,Private,251292,5th-6th,3,Separated,Other-service,Other-relative,White,Female,0,0,20,Cuba,<=50K
+66955,61,Private,122246,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+35990,42,Private,190767,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+70279,28,Private,278736,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+48726,53,Private,124963,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13103,33,Self-emp-not-inc,167476,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,7,United-States,<=50K
+85854,34,Local-gov,246104,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+63000,41,Private,171615,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,United-States,<=50K
+8821,67,Private,264095,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,9386,0,24,Cuba,>50K
+6016,46,Private,177114,Assoc-acdm,12,Widowed,Prof-specialty,Unmarried,White,Female,0,0,27,United-States,<=50K
+68889,32,Private,146154,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+32780,41,Private,198196,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+71033,30,Private,79712,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,40,United-States,<=50K
+96030,54,Self-emp-not-inc,154785,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+25677,33,Private,182423,HS-grad,9,Divorced,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+44708,20,,347292,HS-grad,9,Never-married,,Own-child,White,Male,0,0,32,United-States,<=50K
+96867,34,Private,118584,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17862,20,Private,219835,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,,<=50K
+91901,17,,148769,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+99853,45,Private,197418,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+14739,21,Private,253190,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+44384,25,Private,192273,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+74188,38,Private,129573,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,<=50K
+8177,17,Private,173807,11th,7,Never-married,Craft-repair,Own-child,White,Female,0,0,15,United-States,<=50K
+81398,35,Private,217893,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+68471,38,Private,102938,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61716,48,Local-gov,407495,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,>50K
+34559,25,Private,50053,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,Japan,<=50K
+9892,57,Private,233382,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,Cuba,<=50K
+89710,32,Private,270968,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+91378,39,Local-gov,272166,Bachelors,13,Separated,Prof-specialty,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+62570,23,Private,199915,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+15080,21,Private,305781,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,45,United-States,<=50K
+35092,47,Private,107682,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+48033,25,Private,188507,7th-8th,4,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,Dominican-Republic,<=50K
+39683,18,,28311,11th,7,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+76849,41,Federal-gov,197069,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Male,4650,0,40,United-States,<=50K
+3177,19,Private,177839,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+7891,24,Private,77665,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+57731,57,Private,127728,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+70095,51,,172175,Doctorate,16,Never-married,,Not-in-family,White,Male,0,2824,40,United-States,>50K
+117,32,Private,106742,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+26959,28,Self-emp-not-inc,192838,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+48273,40,Private,79531,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,United-States,>50K
+62422,21,State-gov,337766,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+59483,45,Self-emp-not-inc,33234,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+80088,17,,34088,12th,8,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+79924,55,Private,176904,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+96574,42,Private,172148,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+94579,49,Private,199058,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+71098,38,Private,48093,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+71184,50,Private,143664,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88807,47,Private,168337,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+69513,43,Private,195212,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,,<=50K
+61387,39,Private,230329,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Canada,>50K
+56012,42,Private,376072,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+10388,32,Private,430175,HS-grad,9,Divorced,Craft-repair,Other-relative,Black,Female,0,0,50,United-States,<=50K
+86466,44,Federal-gov,240628,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,2354,0,40,United-States,<=50K
+67841,50,Self-emp-inc,158294,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,80,United-States,>50K
+66940,55,Private,28735,HS-grad,9,Divorced,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,45,United-States,<=50K
+72485,37,Private,167482,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+14251,59,Private,113203,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56838,56,Private,103948,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+61678,33,Self-emp-not-inc,310525,12th,8,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+80232,35,Private,105138,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+96332,44,Private,153489,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+23797,57,State-gov,254949,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+82675,31,Private,118149,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+98925,18,Private,267965,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+72499,43,Private,50646,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+26147,33,Private,147700,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+66885,18,Private,446771,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+14360,47,Private,168262,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+36491,53,Private,117058,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+18537,59,Self-emp-not-inc,140957,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,>50K
+88635,35,Private,186126,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,,<=50K
+37187,49,Private,268234,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+7313,26,Private,485117,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50277,25,Private,31350,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,60,England,<=50K
+86742,36,State-gov,210830,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+49278,29,Private,196420,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+34161,52,Private,172165,10th,6,Divorced,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+62705,50,Self-emp-not-inc,186565,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+41725,22,Private,119359,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+2059,44,Self-emp-not-inc,109684,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+19576,32,Private,169589,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+6354,49,Private,125421,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+1682,31,Private,500002,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,Mexico,<=50K
+21236,33,Private,224141,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+22796,50,Private,113290,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,15,United-States,<=50K
+88060,62,,123992,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+20223,26,Private,58098,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+80335,46,,37672,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+794,55,Private,198145,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+89273,49,Federal-gov,35406,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,20,United-States,<=50K
+81546,22,Private,199419,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+65527,43,Private,145441,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+50128,58,Private,238438,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,<=50K
+11690,48,State-gov,212954,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+81477,21,Private,56582,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+66780,67,Local-gov,176931,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+69707,39,Self-emp-not-inc,188571,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+79841,52,Federal-gov,312500,Assoc-voc,11,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82160,25,Private,278404,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59509,27,Self-emp-not-inc,114225,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+3802,18,Private,184016,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+72272,41,Local-gov,183009,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+85314,59,Private,205759,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+81547,23,Private,462294,Assoc-acdm,12,Never-married,Other-service,Own-child,Black,Male,0,0,44,United-States,<=50K
+95954,42,Private,102085,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+41016,54,Self-emp-not-inc,83311,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+6791,39,Private,248694,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+1210,57,Local-gov,190747,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+55908,51,Private,162988,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+57709,31,Self-emp-not-inc,156890,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65379,24,Private,310380,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Black,Female,0,0,45,United-States,<=50K
+11616,35,Private,172186,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+45662,26,Private,311497,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81669,42,Self-emp-inc,443508,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+27921,31,Private,152156,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+78478,46,Private,155890,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+19963,38,State-gov,312528,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,37,United-States,<=50K
+45793,51,Private,282744,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Canada,<=50K
+33837,27,Private,205145,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+92318,33,,119918,Bachelors,13,Never-married,,Not-in-family,Black,Male,0,0,45,,<=50K
+18834,22,Private,401451,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,>50K
+10944,72,,173427,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,Cuba,<=50K
+9912,25,Private,189027,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+48189,58,Self-emp-not-inc,35551,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+48637,23,Private,42706,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+4649,63,Private,106910,5th-6th,3,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,19,Philippines,<=50K
+41761,23,Private,53245,9th,5,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56150,51,Private,221672,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+19328,75,Private,71898,Preschool,1,Never-married,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,0,0,48,Philippines,<=50K
+78833,52,Private,222107,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+86112,69,Private,277588,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,10,United-States,<=50K
+2122,52,Private,178983,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+16348,40,Federal-gov,391744,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+31861,34,Private,418020,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+1444,21,State-gov,39236,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+7078,30,Private,86808,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+70566,46,Private,147640,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,1902,40,United-States,<=50K
+48439,21,Private,184756,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+46614,44,Private,191256,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+73637,51,State-gov,105943,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,3908,0,40,United-States,<=50K
+76943,40,Private,101272,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+39593,33,State-gov,175023,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,37,United-States,<=50K
+19178,22,Self-emp-not-inc,357612,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+26554,23,Private,82777,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+22880,75,Self-emp-not-inc,218521,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+87348,55,Private,179534,11th,7,Widowed,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+67014,24,,33339,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+4515,45,Private,148549,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,27828,0,56,United-States,>50K
+32406,31,Private,198069,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+27881,49,Private,236586,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+97361,26,Local-gov,167261,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30261,61,Private,160942,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,3103,0,50,United-States,<=50K
+45503,44,Private,107584,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,3908,0,50,United-States,<=50K
+1299,28,Local-gov,251854,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+34926,79,,163140,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+32827,51,Private,302579,HS-grad,9,Divorced,Other-service,Other-relative,Black,Female,0,0,30,United-States,<=50K
+54807,44,Self-emp-inc,64632,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+63432,24,Private,83141,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27149,46,Self-emp-inc,326048,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+31243,36,Private,83471,HS-grad,9,Widowed,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+38604,23,Private,170070,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+29408,25,Private,207875,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+96241,48,Private,119722,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,8,United-States,<=50K
+50734,18,Private,335665,11th,7,Never-married,Other-service,Other-relative,Black,Female,0,0,24,United-States,<=50K
+93060,25,Private,212522,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+33756,19,Private,42069,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,2176,0,45,United-States,<=50K
+94245,26,,131777,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2002,40,United-States,<=50K
+33050,33,Private,236396,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+23576,42,Private,159911,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+34929,22,Private,133833,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+17169,36,Private,226947,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87149,33,Private,174201,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+68033,34,Self-emp-not-inc,49707,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+8606,33,Private,201988,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+18028,62,Self-emp-not-inc,162347,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,>50K
+10774,30,Private,182833,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+50771,22,Private,383603,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+30308,34,Private,70466,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96593,43,Private,184846,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,60,United-States,<=50K
+14544,25,Private,176756,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+88320,35,Private,112512,HS-grad,9,Widowed,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+9491,28,Private,137296,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+63414,28,Private,37821,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+55402,25,Private,295108,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,25,United-States,<=50K
+72092,40,Private,408717,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+70117,35,Private,255635,9th,5,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,Mexico,<=50K
+63466,48,Self-emp-not-inc,177783,7th-8th,4,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+41233,63,Self-emp-not-inc,179400,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2290,0,20,United-States,<=50K
+84567,31,Private,240283,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+56835,36,Private,410034,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+2269,39,Private,180667,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+10941,24,Private,196332,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+7282,32,Local-gov,159187,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+85164,46,Private,225065,Preschool,1,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Mexico,<=50K
+67635,19,Private,178147,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+29840,30,Private,272669,Some-college,10,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+50742,35,Private,347491,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8609,23,,146399,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,55,United-States,<=50K
+12857,33,Private,75167,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+84426,25,Private,133373,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54645,64,Local-gov,84737,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,35,United-States,>50K
+86901,18,Private,96483,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+51882,59,Private,368005,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73617,45,State-gov,36032,HS-grad,9,Divorced,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+604,30,Private,174215,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+98906,24,Private,228772,5th-6th,3,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,Mexico,<=50K
+46250,22,Private,242912,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+86821,49,Self-emp-inc,86701,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,56,United-States,>50K
+93626,35,Private,166549,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+10396,48,Local-gov,121622,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,1380,40,United-States,<=50K
+85174,18,Private,201613,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+46183,35,Private,29874,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+87550,27,Private,168138,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+31678,28,Private,162404,Bachelors,13,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+4549,21,,162160,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+75219,26,Private,139116,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,50,United-States,<=50K
+82556,44,Private,192381,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,40,United-States,>50K
+69896,39,Private,370585,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78622,40,State-gov,151038,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21471,70,Self-emp-not-inc,36311,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,35,United-States,>50K
+31564,34,Private,271933,Masters,14,Never-married,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+97618,34,Private,182401,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+24632,66,Private,234743,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+5227,40,Private,182140,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+87430,61,Self-emp-not-inc,215591,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+30133,59,Self-emp-not-inc,96459,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13016,28,,205562,Masters,14,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+74196,47,Private,188081,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+7282,33,State-gov,121245,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+27769,18,Private,127273,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,20,United-States,<=50K
+43543,25,Private,114345,9th,5,Never-married,Craft-repair,Unmarried,White,Male,914,0,40,United-States,<=50K
+33052,22,Private,341227,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,20,United-States,<=50K
+56221,40,Local-gov,166893,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+4934,68,,65730,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+80207,30,Private,145231,Assoc-acdm,12,Divorced,Adm-clerical,Own-child,White,Female,0,1762,40,United-States,<=50K
+13277,73,Self-emp-not-inc,102510,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,6418,0,99,United-States,>50K
+79347,45,Self-emp-not-inc,285335,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+30371,23,Private,177087,11th,7,Never-married,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+59591,40,Private,240504,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+39254,39,Private,218490,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+4087,23,Private,384651,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+11554,51,Private,189551,HS-grad,9,Divorced,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+22875,53,Private,194791,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+3663,24,Private,194630,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,35,United-States,<=50K
+37294,53,Private,177647,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+42372,49,Self-emp-not-inc,51620,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+65786,34,Private,251421,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63777,37,Self-emp-not-inc,180477,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+22313,40,State-gov,391736,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61223,23,State-gov,170091,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,6,United-States,<=50K
+15122,36,Private,175360,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,13550,0,50,United-States,>50K
+47069,35,Private,276153,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,4650,0,40,United-States,<=50K
+6345,53,Federal-gov,105788,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,50,United-States,>50K
+51895,42,Local-gov,248476,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,>50K
+13142,32,Private,168443,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+56511,33,Private,120201,HS-grad,9,Divorced,Adm-clerical,Own-child,Other,Female,0,0,65,United-States,<=50K
+13129,59,Private,114678,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+39788,36,Private,167440,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,<=50K
+80458,37,Self-emp-not-inc,265266,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Cuba,>50K
+13531,31,Private,212235,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+43835,46,Private,44671,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+69258,44,State-gov,87282,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,38,United-States,<=50K
+99165,27,Private,112754,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,60,United-States,>50K
+64955,29,Self-emp-not-inc,322238,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60346,39,Private,65382,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+93955,62,Self-emp-not-inc,115176,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+80881,48,Self-emp-not-inc,162236,Masters,14,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,,>50K
+9029,42,Private,409902,HS-grad,9,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,25,United-States,<=50K
+52859,60,Local-gov,204062,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+94218,35,Private,283305,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18211,39,Private,435638,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8125,34,Self-emp-inc,114733,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,36,United-States,<=50K
+61088,22,Private,162343,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,22,United-States,<=50K
+65973,18,,195981,HS-grad,9,Widowed,,Own-child,White,Male,0,0,40,United-States,<=50K
+1888,44,Private,79531,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32015,44,State-gov,395078,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5567,49,Local-gov,159641,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,625,40,United-States,<=50K
+66346,21,Private,159567,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+94103,49,Private,133917,Assoc-voc,11,Never-married,Sales,Other-relative,Black,Male,0,0,40,,<=50K
+28111,52,Private,196894,11th,7,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+3680,39,Local-gov,132879,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+58906,23,Private,190290,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+5995,54,Private,102828,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,49,United-States,<=50K
+77281,31,Private,128493,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+67280,30,State-gov,290677,Masters,14,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+36494,21,Private,283757,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+33574,38,Local-gov,169104,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+84497,51,Private,171409,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+56525,34,Self-emp-not-inc,319165,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+10476,22,Private,203182,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+27285,20,,211968,Some-college,10,Never-married,,Own-child,White,Female,0,0,45,United-States,<=50K
+2935,26,Private,215384,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1974,55,United-States,<=50K
+33132,26,Private,166666,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+18378,41,Private,156566,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+41730,35,Private,140564,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+97618,27,Local-gov,322208,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+9945,65,Private,420277,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60841,31,Private,123430,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,Mexico,<=50K
+32235,45,Self-emp-inc,151584,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+43879,37,Self-emp-not-inc,348960,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+38495,47,Private,168232,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,45,United-States,>50K
+50163,47,Self-emp-inc,201699,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+44109,33,Private,511517,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+88402,40,Private,118001,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+95556,38,Private,193961,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+23437,21,Private,32732,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18050,40,Private,223548,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+33847,33,Private,389932,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+67581,29,Private,102345,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,52,United-States,<=50K
+28471,41,Private,107584,Some-college,10,Separated,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+71388,20,,34321,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+14162,20,State-gov,39478,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,54,United-States,<=50K
+29583,34,Self-emp-not-inc,276221,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+50147,78,Self-emp-inc,385242,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,45,United-States,>50K
+57464,46,Private,235646,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+41057,40,Private,123306,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+38058,59,Private,38573,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+29204,23,Private,216889,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61877,23,Private,386705,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,24,United-States,<=50K
+95173,47,Self-emp-not-inc,249585,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+10576,31,Local-gov,47276,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,38,United-States,>50K
+8688,42,Self-emp-not-inc,162758,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,56,United-States,>50K
+7241,46,Local-gov,146497,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52966,29,Private,190765,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,44,United-States,<=50K
+40304,21,Private,186314,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+47843,55,Private,213615,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+86717,38,Private,162322,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+53176,44,State-gov,115932,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+60702,61,Self-emp-not-inc,392694,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+9261,38,State-gov,143517,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+23181,50,Self-emp-inc,123429,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Italy,>50K
+81663,53,Private,254285,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+3075,37,Private,238311,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,36,United-States,>50K
+62812,49,Private,281647,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+37328,30,Private,75167,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+43648,19,Private,252862,Assoc-voc,11,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+70920,59,Self-emp-not-inc,199240,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,20,England,<=50K
+72160,43,Private,145762,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+82152,29,Local-gov,142443,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+69542,49,Private,99361,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+65013,36,Private,105138,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+90096,26,Private,183171,11th,7,Never-married,Other-service,Own-child,Black,Male,1055,0,32,United-States,<=50K
+95638,18,Private,151866,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+98079,60,Private,297261,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+29822,43,Private,148998,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+55662,42,Private,143046,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+11433,41,Private,183850,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+34603,55,Self-emp-not-inc,248841,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+11535,31,Private,198452,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+67549,20,Private,161092,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+99784,37,Private,112497,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+39559,51,Self-emp-not-inc,155963,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+20896,28,Private,147560,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,55,United-States,>50K
+538,24,Private,376393,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62523,21,State-gov,151790,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+74135,21,Private,438139,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75437,20,,163911,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+79928,35,Private,214896,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+86244,30,Private,102821,Some-college,10,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+52927,44,Self-emp-not-inc,90021,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+68548,45,Private,77085,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+2350,42,Private,158555,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+48499,36,,28160,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77947,32,Private,462255,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78351,33,Private,144949,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3502,27,Private,116207,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,<=50K
+20204,17,Private,187308,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+76406,45,Local-gov,189890,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+96670,41,Private,185267,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+82986,19,Private,63434,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+84649,45,Private,1366120,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,8,United-States,<=50K
+50701,41,Self-emp-inc,495061,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+39574,34,Local-gov,134886,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,1740,35,United-States,<=50K
+53297,33,Private,129707,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,>50K
+52595,17,,181337,10th,6,Never-married,,Own-child,Other,Female,0,0,20,United-States,<=50K
+53275,51,Private,74784,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+96730,33,Private,44392,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+3367,23,Private,406641,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Female,0,0,18,United-States,<=50K
+60469,52,Private,89041,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,>50K
+83296,36,,139770,Some-college,10,Divorced,,Own-child,White,Female,0,0,32,United-States,<=50K
+53610,25,Private,180212,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+12476,38,,338212,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+14268,64,Self-emp-not-inc,178472,9th,5,Separated,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+18195,42,Private,384236,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+78904,29,Private,168470,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+1598,26,Local-gov,80485,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+6871,38,,181705,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+8833,24,Private,216867,10th,6,Never-married,Other-service,Other-relative,White,Male,0,0,30,Mexico,<=50K
+77882,43,Federal-gov,214541,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+82521,38,Private,383239,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+41157,28,Private,70034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+70336,18,,266287,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+6883,44,Private,128485,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+12497,81,,89015,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,18,United-States,<=50K
+24013,55,Private,106740,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+20582,52,Private,167527,11th,7,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+28076,31,Private,19302,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+97506,35,Private,210150,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+61105,39,Private,179824,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,36,United-States,<=50K
+22900,27,Private,420351,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+80454,23,State-gov,215443,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,15,United-States,<=50K
+13881,26,Private,116044,11th,7,Separated,Craft-repair,Other-relative,White,Male,2907,0,50,United-States,<=50K
+65530,33,Private,215306,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Cuba,<=50K
+25723,39,Private,108069,Some-college,10,Never-married,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+13419,44,Private,260046,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14530,38,Private,31053,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+20167,18,Private,362302,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+35848,54,Private,87205,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+37193,45,Private,191703,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+31016,43,Private,242968,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+97178,23,Local-gov,185575,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+71254,37,Private,177858,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+64305,33,Self-emp-not-inc,73585,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+55854,45,Private,301802,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+39823,32,Self-emp-inc,108467,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+62538,47,Private,431245,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36936,44,Private,157217,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+56262,22,Private,204935,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+98967,17,Private,277112,11th,7,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+10923,64,Self-emp-inc,59145,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+30011,30,Local-gov,159773,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+27164,51,Private,118793,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,>50K
+4791,26,State-gov,152457,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86019,31,Private,187901,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,1504,40,United-States,<=50K
+43294,50,Private,266529,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91758,18,,256179,Some-college,10,Never-married,,Own-child,White,Male,594,0,10,United-States,<=50K
+66676,63,Private,113756,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+99737,48,Private,83444,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,>50K
+26150,37,Self-emp-inc,30529,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,50,United-States,>50K
+41858,51,,146325,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,28,United-States,<=50K
+74626,29,Private,198825,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+97617,69,Private,71489,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+50433,56,Private,111218,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+25649,26,,221626,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+89438,39,Local-gov,203482,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+13531,42,Self-emp-not-inc,352196,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,22,United-States,<=50K
+42501,41,Federal-gov,355918,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+24722,45,Private,168262,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+46904,23,Private,182615,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+10891,29,Private,211482,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+37444,34,Private,386370,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+66949,31,,85077,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,1902,20,United-States,>50K
+78527,46,Local-gov,180010,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+37119,46,Without-pay,142210,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,25,United-States,<=50K
+45198,33,Private,415706,5th-6th,3,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+16756,46,Private,237731,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+73657,26,Private,343506,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+25911,49,Local-gov,116163,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,France,<=50K
+8288,66,,206560,HS-grad,9,Widowed,,Not-in-family,Other,Female,0,0,35,Puerto-Rico,<=50K
+89275,55,State-gov,153451,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,1887,40,United-States,>50K
+65887,35,Private,301862,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+14385,27,Private,33429,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+83714,31,Private,169583,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+6365,47,Private,146497,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,16,Germany,<=50K
+53296,48,Self-emp-not-inc,383384,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+48481,27,Private,240809,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,56,United-States,<=50K
+15124,38,Private,203763,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40405,27,Private,218785,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+69620,23,,381741,Assoc-acdm,12,Never-married,,Own-child,White,Male,0,1721,20,United-States,<=50K
+50335,17,Private,244602,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+65087,44,State-gov,175696,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+99263,26,Private,101027,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+83447,37,Private,99270,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Female,0,0,40,United-States,<=50K
+926,49,Private,224393,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+47472,42,Private,192381,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75077,26,Private,131686,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27000,73,,84390,Assoc-voc,11,Married-spouse-absent,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+27835,44,Private,277533,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25711,47,Private,72880,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20347,28,,149646,Some-college,10,Divorced,,Own-child,White,Female,0,0,20,,<=50K
+72014,49,Private,209057,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37241,17,Private,108909,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+74677,42,Private,74949,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35701,30,Private,235639,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77287,36,State-gov,137421,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,37,Hong,<=50K
+26503,53,Private,122412,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22352,23,Private,434894,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+76150,35,Private,379959,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66417,32,Private,95885,11th,7,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,13550,0,60,United-States,>50K
+28614,39,Private,225330,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,50,Poland,>50K
+37068,40,Private,32627,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+47372,28,Private,65171,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+41753,32,Private,193380,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+80375,42,Private,184823,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+83602,35,Private,81259,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+73842,35,Private,301369,12th,8,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+92425,21,Private,190968,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+18590,71,Private,196610,7th-8th,4,Widowed,Exec-managerial,Not-in-family,White,Male,6097,0,40,United-States,>50K
+26343,31,Private,330715,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87996,25,Local-gov,77698,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+29144,35,Private,139770,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,6849,0,40,United-States,<=50K
+49032,24,Private,109053,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+35896,69,Private,312653,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+58211,35,Self-emp-not-inc,193260,Masters,14,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+14818,35,Private,331831,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+80413,42,Private,54202,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,10520,0,50,United-States,>50K
+7880,51,Private,163948,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+31272,48,Private,36228,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,44,United-States,<=50K
+73958,49,Private,160167,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+64145,53,Private,178356,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,2407,0,99,United-States,<=50K
+48069,43,Private,104196,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+57203,53,Private,288353,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+31060,35,Private,187693,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+94926,36,Private,114988,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9037,34,Local-gov,117392,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56144,48,Private,121124,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+7982,53,Private,195638,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48012,37,Private,245053,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Male,0,1504,40,United-States,<=50K
+21878,49,State-gov,216734,Prof-school,15,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34258,30,,197827,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+87568,41,Private,49156,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65597,25,Private,126133,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+10047,24,Private,304463,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+99002,34,Private,214288,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+96251,29,Private,274969,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,42,United-States,<=50K
+16265,23,Private,189072,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+81381,46,Private,128047,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+71322,20,Private,210338,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+96969,63,Private,122442,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67457,40,Self-emp-not-inc,167081,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,3103,0,50,United-States,<=50K
+94797,33,Private,251421,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+83710,24,Federal-gov,219519,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+75824,36,Private,33355,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,45,United-States,<=50K
+25065,25,Private,441210,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+64264,54,Local-gov,178356,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+18434,50,Self-emp-not-inc,231196,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+31322,58,State-gov,40925,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+48979,17,Private,270587,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,England,<=50K
+40034,40,Private,219266,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+63579,27,Private,114967,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+54534,20,Private,344492,HS-grad,9,Separated,Sales,Own-child,White,Female,0,0,26,United-States,<=50K
+83937,22,Private,369387,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+6885,80,Self-emp-not-inc,101771,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+30000,52,Private,137428,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+16431,40,Federal-gov,121012,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,48,United-States,>50K
+49212,48,Private,139290,10th,6,Separated,Machine-op-inspct,Own-child,White,Female,0,0,48,United-States,<=50K
+90693,62,Private,199193,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,25,United-States,<=50K
+17439,32,Private,286689,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,42,United-States,>50K
+91485,21,,123727,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,28,United-States,<=50K
+4880,58,Federal-gov,208640,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+99785,37,Self-emp-not-inc,120130,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+64874,29,Self-emp-inc,241431,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+46343,25,Private,120450,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+241,26,Private,152240,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+27320,50,Private,200960,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+17597,30,Federal-gov,314310,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+35694,30,Local-gov,44566,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,<=50K
+32491,59,Private,21792,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+44243,36,Private,182074,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+28399,37,Private,221850,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Ecuador,>50K
+52830,42,Private,240628,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+84062,34,Private,318641,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,>50K
+17856,27,Self-emp-not-inc,140863,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77971,39,Private,129150,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+27374,41,Private,143003,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,7298,0,60,India,>50K
+13232,34,Self-emp-not-inc,198664,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,15024,0,70,South,>50K
+12666,41,Private,244945,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+72932,50,Private,138514,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+32507,18,Private,92008,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Female,0,0,28,United-States,<=50K
+23578,23,Private,207415,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,15,United-States,<=50K
+34247,26,Private,188626,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+27606,38,Private,257250,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,60,United-States,>50K
+43704,27,Private,133696,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,88,United-States,<=50K
+57581,21,Private,195919,10th,6,Never-married,Handlers-cleaners,Not-in-family,Other,Male,0,0,40,Dominican-Republic,<=50K
+1926,41,Private,119266,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+15256,42,Self-emp-not-inc,140474,Assoc-acdm,12,Divorced,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,35,United-States,<=50K
+5435,25,Private,69739,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+100,43,Private,293176,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+62734,23,Private,217961,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+82318,40,Local-gov,163725,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+87332,23,Private,419394,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,9,United-States,<=50K
+74117,18,Private,220836,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+21158,37,Private,334291,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+5909,58,Private,298601,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,3781,0,40,United-States,<=50K
+79578,36,Private,200360,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70860,36,Private,203482,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+12434,25,Private,99126,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+42028,62,Private,109190,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+2621,34,Private,34848,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,4064,0,40,United-States,<=50K
+30524,27,Private,29732,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,4865,0,36,United-States,<=50K
+78457,23,Private,87867,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+53168,55,Private,123515,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9242,42,Private,175935,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55057,22,Private,229456,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,38,United-States,<=50K
+42976,44,Private,184105,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,4386,0,40,United-States,>50K
+23944,42,Local-gov,99554,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+85522,21,Private,190227,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+62653,25,Private,29020,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+53841,31,Private,306459,1st-4th,2,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,35,Honduras,<=50K
+81325,42,Private,193995,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+66186,26,Private,105059,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+73573,62,Private,71751,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,98,United-States,>50K
+76155,28,Private,176683,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,50,United-States,>50K
+15797,34,Private,342709,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+28590,51,Private,53838,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+86819,45,Local-gov,209482,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+78537,44,Private,214242,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+90987,47,,34458,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+40630,35,Private,100375,Some-college,10,Married-spouse-absent,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+32831,46,Private,149949,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+76872,46,Private,189762,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,56,United-States,<=50K
+88014,46,Private,79874,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,53,United-States,>50K
+57922,66,Self-emp-not-inc,104576,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,8,United-States,>50K
+86382,34,State-gov,355700,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+81545,26,Private,213625,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+47704,29,Private,204984,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+53189,30,Private,144593,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,,<=50K
+93160,23,Private,217169,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+92120,46,Private,184883,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+6733,44,,136419,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+55692,54,Private,57758,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,>50K
+30050,54,Self-emp-not-inc,30908,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+31683,71,Private,217971,9th,5,Widowed,Sales,Unmarried,White,Female,0,0,13,United-States,<=50K
+9130,51,Private,160703,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+45716,32,Private,142675,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25517,75,,248833,HS-grad,9,Married-AF-spouse,,Wife,White,Female,2653,0,14,United-States,<=50K
+38480,57,Private,171242,11th,7,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Canada,<=50K
+85832,34,Private,376979,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8638,40,Private,175935,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,14084,0,40,United-States,>50K
+76294,21,Private,277530,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+82948,50,Private,104501,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+53934,32,Private,94041,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,Ireland,<=50K
+75598,37,Local-gov,593246,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+77831,19,Private,121074,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,<=50K
+93160,64,Private,192596,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+72706,17,Private,142457,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+58157,37,Private,136028,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+99439,32,Private,216145,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,4650,0,45,United-States,<=50K
+67732,20,Private,157894,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+68504,39,Self-emp-not-inc,164593,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,4787,0,40,United-States,>50K
+73869,18,Private,252993,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Columbia,<=50K
+14835,42,Private,145711,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+92487,43,Private,358199,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+31707,42,Private,219591,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,55,United-States,>50K
+56703,53,Local-gov,205005,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,60,United-States,>50K
+93612,52,Private,221936,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65617,51,Private,120914,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+51530,77,Self-emp-inc,155761,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,8,United-States,<=50K
+48670,25,Private,195914,Some-college,10,Never-married,Sales,Own-child,Black,Female,3418,0,30,United-States,<=50K
+46858,38,Local-gov,236687,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+69341,20,Private,318036,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15343,23,Private,53306,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+4137,27,Private,174645,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+33937,19,Private,321817,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+91460,41,Private,206948,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+71241,47,Federal-gov,402975,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+17066,72,,289930,Bachelors,13,Separated,,Not-in-family,White,Female,991,0,7,United-States,<=50K
+99797,42,Private,367049,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,4650,0,40,United-States,<=50K
+36487,36,Private,143486,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+38776,42,Self-emp-inc,27187,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+32696,24,Private,187717,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+47294,22,Private,378104,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+48538,29,Private,113870,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+81331,42,Private,252518,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+49762,24,Private,326334,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+19332,41,Private,279914,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+24462,29,Private,320451,HS-grad,9,Never-married,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+2706,36,Private,207853,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+66178,78,Self-emp-inc,237294,HS-grad,9,Widowed,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+60880,43,Private,112181,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,1902,32,United-States,>50K
+35633,34,State-gov,259705,Some-college,10,Separated,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+39302,20,,117789,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+47003,24,Private,449432,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+16698,36,Federal-gov,89083,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+24639,49,Private,59612,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+79177,21,Private,129980,9th,5,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+66965,51,Private,108233,Assoc-acdm,12,Separated,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+81211,30,Private,342709,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+79597,37,Private,126675,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66958,30,Private,141118,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77215,20,,273701,Some-college,10,Never-married,,Other-relative,Black,Male,34095,0,10,United-States,<=50K
+77034,46,Private,173243,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17771,24,Local-gov,161092,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+33085,32,Private,209691,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,>50K
+71855,36,Private,89508,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+17159,30,Private,399522,11th,7,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+94475,60,State-gov,136939,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+84481,56,Local-gov,264436,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7706,57,Private,199572,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64900,61,Federal-gov,28291,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+52979,50,Private,215990,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+57304,56,Self-emp-not-inc,179594,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+10576,61,Self-emp-inc,139391,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,35,United-States,>50K
+67046,45,Private,187370,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,7430,0,70,United-States,>50K
+81036,31,Private,473133,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+8268,60,Self-emp-not-inc,205246,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,2559,50,United-States,>50K
+30399,26,Private,182308,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+89431,56,Self-emp-not-inc,51662,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+95638,45,Private,289468,11th,7,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+6737,28,Private,201954,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,>50K
+35848,45,Self-emp-not-inc,26781,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+92978,58,Private,100960,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+80175,38,Private,203761,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,2354,0,40,United-States,<=50K
+63254,23,Private,213811,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+1092,49,Private,124672,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55317,19,Private,219300,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+27885,22,Private,270436,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+5240,23,Private,212619,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+399,23,Private,193586,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,3908,0,40,United-States,<=50K
+53343,40,Private,84136,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+39374,55,Federal-gov,264834,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56823,34,State-gov,98995,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96813,21,Private,278254,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+43775,28,Private,167987,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+43268,43,Federal-gov,72887,Bachelors,13,Married-spouse-absent,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+86880,17,Private,176467,9th,5,Never-married,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+31673,51,Self-emp-not-inc,85902,10th,6,Widowed,Transport-moving,Other-relative,White,Female,0,0,40,United-States,<=50K
+73225,37,Private,223433,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+51128,54,Self-emp-inc,108435,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+31224,24,Private,172496,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+1185,35,Private,241998,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+17701,48,Private,245948,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,2174,0,40,United-States,<=50K
+57221,23,Private,187513,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+94516,24,Private,440138,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,45,England,<=50K
+95881,24,Private,218215,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+63499,50,Private,158948,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+23657,34,Private,94413,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+42423,45,Private,183598,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19721,36,Private,192664,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+77669,33,Private,392812,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+31621,21,Private,155818,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+3884,32,Private,195000,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17139,22,Private,308205,5th-6th,3,Never-married,Farming-fishing,Other-relative,White,Male,0,0,40,Mexico,<=50K
+76750,53,Private,104879,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+42878,36,Private,152307,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+21426,22,Private,145964,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+73483,47,Private,97419,HS-grad,9,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,40,United-States,<=50K
+93128,25,,12285,Some-college,10,Never-married,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+43625,30,Private,263150,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,20,United-States,<=50K
+90243,49,,189885,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+15328,23,Private,151888,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+2066,40,Private,254167,10th,6,Separated,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+90024,45,Local-gov,331482,Assoc-acdm,12,Divorced,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+57428,61,Local-gov,177189,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,<=50K
+78410,35,Private,186886,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+47330,20,Private,33221,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+11452,27,Private,188171,10th,6,Never-married,Adm-clerical,Own-child,White,Male,0,0,60,United-States,<=50K
+15569,23,Private,209770,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+55159,25,Private,164488,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+2618,65,Local-gov,180869,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+79778,25,Private,190350,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+56710,49,Private,137192,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,1977,50,South,>50K
+38105,45,Private,204057,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,Germany,<=50K
+18781,46,Private,198774,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,323,45,United-States,<=50K
+45986,67,Private,134906,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+59861,40,Private,174515,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+13524,51,Private,259363,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+51586,44,Self-emp-not-inc,201742,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+89395,35,Private,209609,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+39125,28,Private,185127,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13903,44,Private,462838,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,48,United-States,<=50K
+55386,37,Private,176967,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+97491,54,Private,284129,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+6958,33,Federal-gov,37546,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+38834,46,Private,116666,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26140,45,Private,120724,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,40,United-States,<=50K
+79880,27,Private,314240,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+17250,49,Private,423222,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+99467,51,Private,201127,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+96136,27,Private,202239,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+96591,36,Private,209629,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+11498,59,Private,165922,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+33160,24,Private,133520,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+91980,66,,99888,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69993,31,Private,176410,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+30913,35,Federal-gov,103214,Doctorate,16,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,60,United-States,>50K
+64917,34,Private,122612,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,7688,0,50,Philippines,>50K
+57361,50,Private,226735,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,70,United-States,>50K
+92256,43,Self-emp-inc,151089,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+91963,21,Private,244312,9th,5,Never-married,Craft-repair,Own-child,White,Male,0,0,30,El-Salvador,<=50K
+76184,33,Private,209317,9th,5,Never-married,Other-service,Not-in-family,White,Male,0,0,45,El-Salvador,<=50K
+80024,48,Private,99096,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,1590,38,United-States,<=50K
+59970,22,Private,374116,HS-grad,9,Never-married,Priv-house-serv,Own-child,White,Female,0,0,36,United-States,<=50K
+36204,29,Private,205249,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,<=50K
+89249,42,Self-emp-not-inc,326083,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+78336,28,Self-emp-not-inc,183523,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Hungary,<=50K
+38632,36,Private,350783,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+13266,66,Local-gov,140849,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+32805,44,Private,175943,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,<=50K
+99773,45,Local-gov,125933,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+55511,49,Private,225124,HS-grad,9,Divorced,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+3176,36,Private,272090,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,El-Salvador,<=50K
+84182,48,Private,40666,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+3153,19,Private,35245,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+13828,36,Private,167482,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+29528,41,Private,204662,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+89230,32,Private,291147,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+33822,49,Private,179869,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+81514,51,Self-emp-not-inc,205100,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+25555,20,Private,352139,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,29,United-States,<=50K
+69167,39,Private,111268,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+95690,38,Private,247111,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+21512,19,Private,271446,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+84709,29,Local-gov,132412,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+8726,52,Self-emp-inc,74712,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+16644,22,Private,94662,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+108,44,Self-emp-inc,33126,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+7228,43,Private,133584,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22104,41,Local-gov,103759,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3942,0,40,United-States,<=50K
+97482,63,,64448,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+70188,40,Private,374367,Assoc-voc,11,Separated,Sales,Not-in-family,Black,Male,0,0,44,United-States,<=50K
+55914,40,Private,179666,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,30,Canada,<=50K
+35520,18,Private,99219,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+94951,57,Self-emp-inc,180211,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,Taiwan,>50K
+84248,54,Local-gov,219276,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+45684,44,Private,150011,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+99989,20,Private,231231,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+60738,40,Private,182217,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Scotland,<=50K
+68962,29,Private,277342,Some-college,10,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+82101,22,Private,140001,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58251,44,Private,99651,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+72199,45,Private,223319,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+49786,52,Private,235307,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87613,57,Private,206343,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,2174,0,40,Cuba,<=50K
+60034,51,Local-gov,156003,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16137,23,Private,529223,Bachelors,13,Never-married,Sales,Own-child,Black,Male,0,0,10,United-States,<=50K
+81259,22,Private,202871,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,44,United-States,<=50K
+71382,37,Private,58337,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+79041,58,Federal-gov,298643,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+93346,61,Private,191188,10th,6,Widowed,Farming-fishing,Unmarried,White,Male,0,0,20,United-States,<=50K
+82662,30,Private,96287,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+76,23,Private,104443,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+52291,30,Private,323054,10th,6,Divorced,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+73362,18,Private,95917,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,Canada,<=50K
+89717,34,Private,238305,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,1628,12,,<=50K
+80659,23,Private,49296,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+98005,23,Private,50953,Some-college,10,Never-married,Priv-house-serv,Own-child,White,Female,0,0,10,United-States,<=50K
+40275,57,Private,124507,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+82500,58,Private,239523,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+35278,59,Self-emp-not-inc,309124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+76196,27,Private,240172,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13691,50,Private,105010,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,>50K
+97457,44,Local-gov,135056,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,16,,<=50K
+58946,25,Private,178478,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+15997,33,Private,23871,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+61416,22,Private,362309,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+74746,21,Private,257781,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,1719,30,United-States,<=50K
+84773,44,Private,175669,11th,7,Married-civ-spouse,Prof-specialty,Wife,White,Female,5178,0,36,United-States,>50K
+708,50,Private,297906,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+1766,44,Private,230684,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+44097,53,,123011,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+28995,41,Private,170866,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+37655,54,Local-gov,182543,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+23579,60,Self-emp-not-inc,236470,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+62402,58,Private,33725,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+67361,27,Private,188941,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,3908,0,40,United-States,<=50K
+24081,43,Private,206878,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,60,United-States,<=50K
+28409,33,Local-gov,173806,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+24976,24,Private,190709,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+7488,41,Private,149102,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,Poland,<=50K
+61612,21,Private,25265,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+49565,39,Private,100669,Some-college,10,Married-civ-spouse,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+46141,27,Self-emp-inc,114158,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+41311,50,Private,228057,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+43857,20,Private,54012,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+23848,46,Federal-gov,219967,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+40557,49,Private,239865,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+92516,35,State-gov,119421,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,>50K
+27023,56,Self-emp-not-inc,220187,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,>50K
+57525,41,Local-gov,33068,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+8817,41,Self-emp-not-inc,277783,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,2001,50,United-States,<=50K
+12843,42,Private,175515,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10717,58,Local-gov,271795,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57932,43,Private,70055,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+96447,25,Private,352806,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+81637,57,Private,266189,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,42,United-States,<=50K
+40053,49,Private,102945,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34369,23,Private,173851,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+56717,59,Private,144092,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70386,50,Private,198681,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+14385,33,Private,351810,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+15818,52,Private,180142,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+58446,37,Self-emp-inc,175360,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+76375,30,Self-emp-inc,224498,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+60269,39,Self-emp-inc,154641,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,60,United-States,<=50K
+86430,54,Local-gov,152540,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,42,United-States,<=50K
+46703,52,Private,217663,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+74512,22,Local-gov,138575,HS-grad,9,Never-married,Protective-serv,Unmarried,White,Male,0,0,56,United-States,<=50K
+72377,19,,32477,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+89654,65,Private,101104,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,9386,0,10,United-States,>50K
+84754,32,Private,44677,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91871,25,Private,456618,7th-8th,4,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+65642,34,Private,227282,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13251,47,Private,27624,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,55,United-States,<=50K
+25182,24,Private,281403,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,98,United-States,<=50K
+42984,63,Federal-gov,39181,Doctorate,16,Divorced,Exec-managerial,Not-in-family,White,Female,0,2559,60,United-States,>50K
+31559,48,Private,377140,5th-6th,3,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,35,Nicaragua,<=50K
+67678,26,Private,299810,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+21860,28,Private,181916,Some-college,10,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54420,23,Private,237044,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,12,United-States,<=50K
+21054,57,Self-emp-inc,123053,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,15024,0,50,India,>50K
+30196,64,State-gov,269512,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63458,28,Private,44767,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,>50K
+47769,28,Private,67218,7th-8th,4,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+10542,34,Private,176992,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+59877,38,Self-emp-not-inc,43712,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,45,United-States,>50K
+49156,44,Private,379919,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+99177,34,Private,104509,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,1639,0,20,United-States,<=50K
+62205,18,Private,212370,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+3343,36,Private,179666,12th,8,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+77901,73,Self-emp-not-inc,233882,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,2457,40,Vietnam,<=50K
+75075,24,Private,197387,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Mexico,<=50K
+53660,29,Local-gov,220656,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+63432,33,Private,181091,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+19966,57,Federal-gov,135028,HS-grad,9,Separated,Adm-clerical,Other-relative,Black,Female,0,0,35,United-States,<=50K
+17536,41,Private,185057,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,,<=50K
+46854,55,Private,106498,10th,6,Widowed,Transport-moving,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+12344,21,Private,203003,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7261,36,Self-emp-not-inc,223789,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+74156,26,Private,184026,Some-college,10,Never-married,Prof-specialty,Not-in-family,Other,Male,0,0,50,United-States,<=50K
+54933,32,,335427,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,>50K
+85450,40,Private,65866,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,213,40,United-States,<=50K
+99188,32,Private,372692,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86659,21,Private,45607,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+74828,59,State-gov,303176,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2179,40,United-States,<=50K
+56494,29,Private,138190,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,1138,40,United-States,<=50K
+77317,29,Self-emp-not-inc,212895,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+15061,59,Self-emp-inc,31359,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,80,United-States,>50K
+42550,58,Private,147989,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+3322,47,Private,145290,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+44654,44,Private,262684,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,1504,45,United-States,<=50K
+80183,31,Private,132601,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+20198,42,Self-emp-not-inc,30759,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+35377,19,Private,319889,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+13929,66,Private,29431,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+77756,41,Private,111483,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+76497,22,Private,184756,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+23480,31,Private,651396,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,1594,30,United-States,<=50K
+37509,30,Private,187560,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61864,36,Self-emp-not-inc,84848,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,16,United-States,<=50K
+86327,75,,36243,Doctorate,16,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51365,41,State-gov,88913,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,36,United-States,<=50K
+88074,19,Private,73190,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+53901,60,Private,132529,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+88260,24,Private,214542,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+23200,25,Private,217006,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16477,52,Private,169785,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+22982,30,Private,75573,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,Germany,<=50K
+97734,37,Private,239171,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21904,55,Self-emp-not-inc,53566,Doctorate,16,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+37661,20,Private,117109,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,24,United-States,<=50K
+21608,32,Private,398019,7th-8th,4,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,15,Mexico,<=50K
+52581,18,Private,114008,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+24353,24,Private,204653,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+76611,33,Local-gov,254935,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+51959,76,,84755,Some-college,10,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+64068,57,Local-gov,198145,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,14,United-States,>50K
+67353,53,Private,174020,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,1876,38,United-States,<=50K
+4195,19,Private,451951,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3340,50,Local-gov,172175,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93425,27,Private,209472,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+89437,40,Private,336707,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Female,0,0,60,United-States,<=50K
+20605,26,,431861,10th,6,Separated,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30681,47,Self-emp-inc,156728,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+10998,39,Federal-gov,290321,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+34732,49,State-gov,206577,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+92758,28,Self-emp-not-inc,149324,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,7,United-States,<=50K
+17347,33,,49593,Some-college,10,Married-civ-spouse,,Wife,Black,Female,0,0,30,United-States,<=50K
+40906,50,Private,98975,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+4481,28,Private,181659,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+53034,30,Private,174789,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+49929,47,Private,102308,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+20817,39,Private,184801,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+66542,37,Private,176014,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+68408,50,Private,256861,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,<=50K
+77085,37,Private,239397,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+77325,26,Private,233777,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+25626,55,Private,236520,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32968,46,Private,70754,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+83903,32,Private,245378,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+74450,26,Private,176729,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,>50K
+56547,32,Private,154120,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,40,United-States,>50K
+91890,43,Private,88913,Some-college,10,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,1055,0,40,United-States,<=50K
+54947,19,Private,517036,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,El-Salvador,<=50K
+57155,38,Private,436361,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,75,United-States,<=50K
+88526,38,Private,231037,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,<=50K
+5351,65,Private,209831,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+72183,70,Self-emp-not-inc,143833,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2246,40,United-States,>50K
+92979,48,,167381,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,25,United-States,<=50K
+21210,44,Private,215468,Bachelors,13,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,7,United-States,<=50K
+34952,32,Private,200700,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75304,30,Local-gov,191777,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Female,0,0,40,United-States,<=50K
+53838,49,Federal-gov,195437,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,>50K
+95221,23,Private,149396,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+72911,25,Private,104746,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,16,United-States,<=50K
+14067,19,Private,108147,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+37562,27,Private,238859,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37037,43,State-gov,23157,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+80087,38,Private,497788,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+21350,42,Private,141558,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+91717,33,Federal-gov,117963,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+12897,30,Private,232356,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+28429,29,Private,157941,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92776,30,Private,103642,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90860,26,Private,169727,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+66278,43,Private,274731,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+31300,30,Private,161572,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,45,United-States,<=50K
+98415,38,Private,48779,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+74634,48,Private,141511,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+86718,57,Private,314153,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,55,United-States,>50K
+70864,30,Private,168334,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+40670,42,Local-gov,267252,Masters,14,Separated,Exec-managerial,Unmarried,Black,Male,0,0,45,United-States,>50K
+56671,31,Self-emp-not-inc,312055,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+29360,32,Private,207937,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51676,28,Private,232653,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+8286,63,Private,246841,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+23567,32,Private,154087,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75911,20,Private,199011,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+15241,51,Self-emp-not-inc,205100,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+88210,36,Private,177907,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,2176,0,20,,<=50K
+66924,24,Private,50400,Some-college,10,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+31235,41,Local-gov,97064,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,44,United-States,<=50K
+51543,21,Private,65038,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+2434,27,Private,292472,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,1876,45,Cambodia,<=50K
+28256,17,Private,225211,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+29082,45,Private,320192,1st-4th,2,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+44604,39,State-gov,119421,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,625,35,United-States,<=50K
+83216,21,Private,83580,Some-college,10,Never-married,Prof-specialty,Own-child,Amer-Indian-Eskimo,Female,0,0,4,United-States,<=50K
+8150,29,Private,133696,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,45,United-States,>50K
+57674,39,Private,141584,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,2444,45,United-States,>50K
+39967,42,Private,529216,HS-grad,9,Separated,Transport-moving,Other-relative,Black,Male,0,0,40,United-States,<=50K
+26831,22,Private,390817,5th-6th,3,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+52641,21,,85733,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+50833,59,Private,155976,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15090,40,Private,221172,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+12614,45,Private,270842,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53906,35,Private,82622,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+95695,58,Private,371064,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+10638,45,Private,54744,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+93344,29,Private,22641,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+5090,21,Private,218957,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+84957,51,Private,441637,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+10286,34,Local-gov,143699,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+10686,40,Private,183096,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+30468,45,Private,97176,11th,7,Divorced,Adm-clerical,Unmarried,White,Female,0,0,16,United-States,<=50K
+86434,38,Self-emp-not-inc,122493,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+74662,22,Private,311376,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+13565,37,Private,78928,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,3137,0,40,United-States,<=50K
+64035,62,Private,123582,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+91557,32,Federal-gov,174215,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+2247,36,Private,183902,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,4,United-States,>50K
+27166,43,Private,247880,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62533,37,Private,256636,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60877,33,,152875,Bachelors,13,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+47660,28,Private,22422,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,55,United-States,<=50K
+16292,49,,178215,Some-college,10,Widowed,,Unmarried,White,Female,0,0,28,United-States,<=50K
+8922,47,Local-gov,194360,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,7,United-States,>50K
+80055,59,Private,247187,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83821,35,Private,63921,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+27998,35,Private,224889,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+47415,29,Self-emp-not-inc,178564,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+50318,57,Private,47619,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+81076,41,Private,92775,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+79735,37,Private,50837,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+25369,20,Local-gov,235894,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+24093,44,Private,244974,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+59662,20,Local-gov,526734,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+75249,38,Self-emp-not-inc,243484,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,28,United-States,>50K
+36684,23,Private,201664,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+20980,24,Private,234640,HS-grad,9,Married-spouse-absent,Sales,Own-child,White,Female,0,0,36,United-States,<=50K
+14194,46,Private,268022,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+79667,32,Local-gov,223267,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+50029,21,Self-emp-not-inc,99199,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+34571,32,Private,137076,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+81213,41,Private,115411,Some-college,10,Divorced,Sales,Own-child,White,Male,2174,0,45,United-States,<=50K
+61961,51,Private,313146,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+87872,69,Self-emp-not-inc,29980,7th-8th,4,Never-married,Farming-fishing,Other-relative,White,Male,1848,0,10,United-States,<=50K
+37487,39,Self-emp-inc,543042,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,50,United-States,>50K
+25897,43,Private,271807,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66476,51,Federal-gov,97934,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,5178,0,40,United-States,>50K
+3606,43,Private,191196,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23503,35,Self-emp-not-inc,264627,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,84,United-States,<=50K
+64692,32,Private,183801,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+53351,25,Private,209227,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,21,United-States,<=50K
+60738,64,Private,216208,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81109,28,Private,377095,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+54575,44,Private,317535,1st-4th,2,Married-civ-spouse,Protective-serv,Other-relative,White,Male,0,0,40,Mexico,<=50K
+91283,40,Private,247880,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+20829,21,Private,152246,Some-college,10,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+87622,23,Private,428299,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48632,23,Private,161708,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+79218,19,Private,167859,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+76190,61,Private,85194,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,25,United-States,<=50K
+32865,47,Self-emp-inc,119471,7th-8th,4,Never-married,Craft-repair,Not-in-family,Other,Male,0,0,40,,<=50K
+28565,39,Private,117683,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+99882,51,Private,139347,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,40,United-States,>50K
+12954,25,Private,427744,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+46410,33,Private,122116,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+2787,34,State-gov,227931,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+75338,54,Self-emp-not-inc,226497,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+13266,24,Private,83783,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+79448,28,Private,197113,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Other,Male,0,0,50,Puerto-Rico,<=50K
+73784,33,Private,204742,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+54995,63,,331527,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,14,United-States,<=50K
+78931,31,Private,213179,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+36168,70,Self-emp-inc,188260,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+93133,43,Private,298161,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Nicaragua,<=50K
+56871,36,Private,143774,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,12,United-States,>50K
+32184,50,Local-gov,139296,11th,7,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+15255,21,Private,152389,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+41974,31,Private,309974,Some-college,10,Separated,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+6338,19,,37085,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+26943,39,Private,270059,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+20829,29,Private,130045,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+89829,39,Private,188038,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4699,17,Private,168203,7th-8th,4,Never-married,Farming-fishing,Other-relative,Other,Male,0,0,40,Mexico,<=50K
+68940,46,Private,171807,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+16207,62,Private,186696,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77122,32,Private,177531,10th,6,Divorced,Other-service,Unmarried,Black,Female,0,0,23,United-States,<=50K
+77203,28,Private,115464,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+12532,19,Private,501144,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+88108,61,Local-gov,180079,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,4064,0,40,United-States,<=50K
+63740,18,Private,205894,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,,<=50K
+18636,39,Self-emp-not-inc,218490,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,50,,>50K
+35872,24,Local-gov,203924,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+52568,38,Private,91857,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,<=50K
+59768,38,Private,229700,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+27392,17,Private,158704,10th,6,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+77306,28,Private,190911,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67659,52,Private,139176,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,8,United-States,<=50K
+24956,61,Private,119684,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,20,United-States,>50K
+46438,69,Private,124930,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2267,40,United-States,<=50K
+83222,19,Private,168693,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+44574,26,Private,250038,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+68437,34,Self-emp-inc,353927,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+56910,70,Private,216390,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,2653,0,40,United-States,<=50K
+38271,21,Private,230248,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+95552,43,Private,117728,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+45831,52,Private,115851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42999,59,Private,193335,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+94435,21,Private,203894,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+18735,53,Self-emp-not-inc,100109,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+25716,55,State-gov,157639,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+32870,46,Self-emp-inc,235320,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+5510,36,Private,127686,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+2821,39,Private,28572,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,48,United-States,<=50K
+64698,78,,91534,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,3,United-States,<=50K
+89124,30,Private,184687,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+55412,22,Private,267945,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+58610,43,Private,131899,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+33456,36,Private,192614,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,56,United-States,<=50K
+26993,36,Private,186808,Bachelors,13,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,0,40,United-States,>50K
+93030,50,Private,44116,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+60885,27,Federal-gov,46442,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Female,0,0,35,United-States,<=50K
+84077,46,Federal-gov,78022,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+48037,24,Private,417668,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+40687,41,Private,223763,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8191,68,Private,223851,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,24,United-States,<=50K
+24430,38,Local-gov,115634,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+79593,47,Private,114459,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+66835,41,Private,197093,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+15537,31,Self-emp-not-inc,357145,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Female,0,0,48,United-States,<=50K
+34120,29,Private,59231,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+84876,26,Private,292303,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+87493,51,Private,122288,Some-college,10,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,36,United-States,<=50K
+25824,26,Federal-gov,52322,Bachelors,13,Never-married,Tech-support,Not-in-family,Other,Male,0,0,60,United-States,<=50K
+31404,27,Local-gov,105830,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+24374,36,Private,107125,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+1973,28,Federal-gov,281860,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48273,53,Private,283320,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81245,40,State-gov,26598,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24412,38,Private,220783,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+73980,21,,121694,7th-8th,4,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+42185,53,Private,208302,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,34,United-States,<=50K
+97771,34,Local-gov,172664,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74009,43,Private,54611,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+20452,64,Private,631947,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+21846,21,Private,394484,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+37815,25,,239120,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,13,United-States,<=50K
+20282,38,Federal-gov,37683,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,99999,0,57,Canada,>50K
+68924,47,Local-gov,193012,Masters,14,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,50,United-States,>50K
+89863,48,Private,143098,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1902,40,China,>50K
+98167,57,Private,84888,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+61846,37,Private,188503,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+58491,37,Private,337778,11th,7,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39699,51,Self-emp-not-inc,94432,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,>50K
+2782,32,Private,168906,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22255,49,Private,116143,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47144,52,Private,128272,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,14,United-States,<=50K
+12523,64,Federal-gov,301383,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,45,United-States,>50K
+63963,46,Private,174995,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+55284,24,State-gov,289909,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+92976,39,Private,154641,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+37749,23,Private,209034,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,3942,0,40,United-States,<=50K
+11655,30,Private,203488,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+58480,34,Private,141118,Masters,14,Divorced,Prof-specialty,Own-child,White,Female,0,0,60,United-States,>50K
+52899,30,Private,169589,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+6512,25,Private,137645,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+55489,58,Local-gov,489085,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+21393,32,Private,36302,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+23436,37,Private,253420,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+36693,35,Private,269300,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+32513,18,Private,282609,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,30,Honduras,<=50K
+613,46,Private,346978,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+24717,71,Private,182395,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,11678,0,45,United-States,>50K
+63979,44,Private,205051,10th,6,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+73633,45,Private,128736,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60321,40,Private,236110,12th,8,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Cuba,>50K
+47271,38,Private,312271,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+74654,52,Private,126978,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+83885,47,Private,204692,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22119,49,Private,195956,Bachelors,13,Divorced,Tech-support,Unmarried,White,Female,0,0,35,United-States,<=50K
+37033,59,State-gov,202682,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+53383,22,Private,231912,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,37,United-States,<=50K
+71243,44,Local-gov,24982,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+62808,76,Private,278938,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+70981,50,Local-gov,36489,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59823,33,Local-gov,154874,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+58362,43,Private,74581,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+10333,27,Private,311446,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,5178,0,40,United-States,>50K
+50313,37,Self-emp-inc,162164,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28833,40,Private,239708,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+99252,49,Self-emp-not-inc,162856,Some-college,10,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+77463,48,Self-emp-inc,85109,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+88768,49,Private,169042,HS-grad,9,Separated,Prof-specialty,Unmarried,White,Female,0,625,40,Puerto-Rico,<=50K
+34760,22,Private,436798,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+80099,42,Private,345363,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,England,<=50K
+11481,36,Private,49837,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43914,57,,296516,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+95689,30,State-gov,180283,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+97618,40,Local-gov,95639,HS-grad,9,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+24180,42,Private,33155,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+97695,56,Private,329059,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Italy,>50K
+27235,55,Private,24694,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62005,25,Private,443855,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+1970,52,,294691,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+28611,33,Private,301867,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,35,United-States,<=50K
+32241,55,Private,226875,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+12765,47,Private,362835,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+65166,23,Private,180339,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,65,United-States,<=50K
+39487,55,Self-emp-inc,207489,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,Germany,<=50K
+3063,43,Private,336643,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+83847,31,Private,143653,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+2823,62,State-gov,101475,Assoc-acdm,12,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7715,42,Local-gov,263871,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,8,United-States,<=50K
+69462,38,Self-emp-not-inc,77820,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+72612,29,Private,95465,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,42,United-States,<=50K
+36486,26,Private,257910,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+63812,26,Private,244372,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,52,United-States,>50K
+36128,37,Self-emp-not-inc,126738,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+14204,79,Self-emp-inc,97082,12th,8,Widowed,Sales,Not-in-family,White,Male,18481,0,45,United-States,>50K
+90846,61,Private,133164,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+42361,28,Self-emp-not-inc,104617,7th-8th,4,Never-married,Other-service,Other-relative,White,Female,0,0,99,Mexico,<=50K
+62152,60,Self-emp-inc,105339,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+55555,51,Self-emp-inc,258735,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,81,United-States,<=50K
+57245,34,Private,182926,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+21986,35,Private,166193,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+36077,27,Local-gov,206125,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+27423,44,Private,346594,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+78440,25,Private,108301,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+51837,32,Private,73498,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+99772,36,Private,129150,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,>50K
+50342,27,Private,181280,Masters,14,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,30,United-States,<=50K
+34870,40,Private,146908,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+91320,43,Private,183765,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,,>50K
+541,25,Private,164488,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11374,41,Private,307468,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+47361,30,Private,93884,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+42991,26,Private,279833,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,2258,45,United-States,>50K
+92742,52,Private,137658,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Dominican-Republic,<=50K
+9321,32,Private,101562,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+11552,33,Private,136331,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+45520,35,Private,259846,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+60732,48,Private,98719,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,44,United-States,<=50K
+96942,62,Self-emp-not-inc,168682,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,5,United-States,<=50K
+26290,40,Self-emp-not-inc,198953,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,Black,Female,0,0,2,United-States,<=50K
+58918,41,,29115,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+7707,28,Private,173673,5th-6th,3,Never-married,Other-service,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+32672,23,Private,67958,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+41595,50,Federal-gov,98980,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+36073,51,State-gov,94174,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+41073,63,Self-emp-not-inc,122442,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,United-States,<=50K
+80221,63,Federal-gov,154675,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76178,40,Private,116632,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+63962,20,,238685,11th,7,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8116,61,,139391,Some-college,10,Married-civ-spouse,,Husband,White,Male,99999,0,30,United-States,>50K
+77571,40,Private,169031,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29952,41,Private,237452,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,15,Cuba,>50K
+66413,41,Private,216968,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,,<=50K
+60611,27,,216479,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,24,United-States,>50K
+43799,20,State-gov,126822,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+32434,28,Private,51461,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1887,40,United-States,>50K
+21924,35,Private,54953,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42490,31,Private,222654,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+6689,34,Private,37676,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+87458,57,Private,159319,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+45571,28,Private,125321,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84878,38,Private,209609,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+53942,37,Private,224947,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7202,43,State-gov,438427,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+3843,26,Self-emp-not-inc,384276,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+90989,26,Private,196805,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,65,United-States,<=50K
+39643,27,Private,242097,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+72137,33,Private,184306,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+68980,45,Private,161954,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Germany,<=50K
+29929,65,Private,258561,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+7911,57,Self-emp-not-inc,95280,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,45,United-States,>50K
+78242,59,Private,212783,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+42970,18,Private,205004,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,26,United-States,<=50K
+4859,44,Local-gov,387844,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+31020,37,Private,83880,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72967,27,Private,161155,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+30015,43,Local-gov,265698,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+97262,59,Self-emp-inc,146477,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+39349,19,Private,97261,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95658,36,State-gov,437890,HS-grad,9,Never-married,Exec-managerial,Unmarried,Black,Male,0,0,90,United-States,<=50K
+78912,68,Self-emp-not-inc,133736,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+71292,63,Private,169983,11th,7,Widowed,Sales,Not-in-family,White,Female,2176,0,30,United-States,<=50K
+85200,37,Private,126675,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,57,United-States,<=50K
+96481,46,Local-gov,175754,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,1876,60,United-States,<=50K
+40079,31,Private,121768,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,Poland,<=50K
+9738,23,Private,180052,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+56811,22,Private,124454,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+57120,49,Private,190115,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1672,44,United-States,<=50K
+4714,36,Private,222584,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+57225,38,Private,22245,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26936,46,Local-gov,114160,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+70378,24,Private,228960,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+93279,26,Private,132572,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+51529,47,Private,103020,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,0,0,40,Puerto-Rico,<=50K
+56180,40,Private,187802,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1887,40,United-States,>50K
+69516,31,Local-gov,50649,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+80660,42,Private,137698,5th-6th,3,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+98765,48,Self-emp-inc,30575,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,>50K
+54087,56,Private,202220,Some-college,10,Separated,Tech-support,Unmarried,Black,Female,0,0,38,United-States,<=50K
+18715,50,Private,50178,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+6109,17,Private,207791,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+38996,21,Private,540712,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,1719,25,United-States,<=50K
+44736,50,Private,321770,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55908,49,Private,202053,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+97239,34,Private,143699,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,15,United-States,<=50K
+11539,32,Self-emp-not-inc,115066,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+78253,28,Private,223751,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+37992,62,Self-emp-inc,354075,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1679,23,Private,32732,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+33223,24,State-gov,390867,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+62094,31,Private,101697,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+98759,36,Private,279721,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+45778,58,Private,223400,Assoc-acdm,12,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,0,0,35,Poland,<=50K
+56903,46,,206357,5th-6th,3,Married-civ-spouse,,Wife,White,Female,0,0,40,Mexico,<=50K
+98753,39,Private,76417,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+17933,48,,184682,HS-grad,9,Never-married,,Own-child,White,Female,0,0,18,United-States,<=50K
+13263,21,Private,78170,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+13685,39,Private,201410,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+57747,21,Private,189013,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+1322,33,Private,119913,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+99962,37,Private,549174,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+89553,29,Local-gov,214706,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+95518,30,,33811,Bachelors,13,Married-civ-spouse,,Wife,Other,Female,0,0,40,Taiwan,>50K
+54222,43,Private,234220,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,Cuba,<=50K
+28625,22,Private,237720,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+43934,25,Private,185942,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,>50K
+37468,69,Local-gov,286983,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+94456,17,Private,140027,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+8514,18,,115258,11th,7,Never-married,,Own-child,White,Male,0,0,12,United-States,<=50K
+50690,54,Private,155408,HS-grad,9,Widowed,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+55117,65,,117963,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,<=50K
+52556,28,Private,158737,12th,8,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Male,0,0,40,Ecuador,<=50K
+22285,27,Local-gov,199471,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,38,United-States,<=50K
+95895,35,Private,287701,Assoc-acdm,12,Divorced,Craft-repair,Unmarried,White,Male,0,0,45,United-States,>50K
+73573,38,Private,137707,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+33303,33,State-gov,108116,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+9199,26,Private,366900,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+74504,56,Self-emp-inc,187355,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,60,Canada,>50K
+13501,38,Private,33105,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,70,United-States,>50K
+38983,51,Self-emp-not-inc,268639,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,2057,60,Canada,<=50K
+48966,26,Private,358975,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,50,Hungary,<=50K
+38271,33,Private,199227,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+36827,44,Private,248249,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+67773,36,Private,460437,9th,5,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+689,42,Private,187294,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+53687,44,Private,115932,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+28560,44,Private,181762,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,55,United-States,>50K
+30465,21,Private,27049,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+22024,41,Private,806552,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+79766,41,Private,150755,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,Canada,>50K
+37919,62,Private,69867,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,50,United-States,>50K
+5492,27,Private,160786,11th,7,Separated,Craft-repair,Not-in-family,White,Male,0,0,45,Germany,<=50K
+21021,38,Private,219546,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+12214,60,Private,24872,Some-college,10,Separated,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Female,0,0,30,United-States,<=50K
+53931,24,Private,110371,12th,8,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Mexico,<=50K
+14702,24,,376474,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+4535,22,Private,304602,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+55299,32,,143699,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+94783,22,Private,238917,1st-4th,2,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,24,Mexico,<=50K
+71840,51,Private,200618,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+64106,31,Private,183043,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,48,United-States,>50K
+85089,42,Local-gov,209752,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+68438,48,,175653,Assoc-acdm,12,Divorced,,Not-in-family,White,Female,14084,0,40,United-States,>50K
+60858,49,Private,196707,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,43,United-States,>50K
+81159,37,Local-gov,98725,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,42,United-States,<=50K
+68335,37,Self-emp-not-inc,180150,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+97296,66,Private,151227,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+26223,18,,118847,HS-grad,9,Never-married,,Own-child,White,Female,0,0,24,United-States,<=50K
+325,46,Private,282538,Assoc-voc,11,Separated,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+75718,52,Private,89534,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+44900,23,Private,291011,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86760,67,Private,166187,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Male,0,0,38,United-States,>50K
+817,19,Private,188669,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+43595,37,Private,178948,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+82841,42,Self-emp-inc,188738,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,Italy,>50K
+83588,39,Self-emp-not-inc,160808,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+47777,54,Private,93605,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1848,40,United-States,>50K
+66648,46,Private,318331,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25264,47,,109921,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,32,United-States,<=50K
+38679,33,Private,87605,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+68525,69,Self-emp-not-inc,89477,Some-college,10,Widowed,Farming-fishing,Not-in-family,White,Female,0,0,14,United-States,<=50K
+81117,21,Private,48301,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+68075,27,Private,220748,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,48,United-States,<=50K
+27447,39,Private,387068,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+77422,23,Private,250743,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+82811,26,Private,78258,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+45263,42,Private,31387,Doctorate,16,Married-spouse-absent,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+12854,36,Private,289190,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+77408,24,Private,604537,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,Mexico,<=50K
+33294,35,Private,328466,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+72978,42,Private,403187,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+14829,37,Private,219546,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,44,United-States,>50K
+82536,41,Private,220531,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+46855,27,Private,204648,Assoc-voc,11,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+61681,42,Self-emp-not-inc,201908,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+84508,44,,109912,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,16,United-States,>50K
+90645,18,Private,365683,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+88326,41,Private,175674,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+95454,31,Private,203488,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+98397,26,Private,106406,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37213,67,Private,172756,1st-4th,2,Widowed,Machine-op-inspct,Not-in-family,White,Female,2062,0,34,Ecuador,<=50K
+81379,37,Private,125167,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+73203,51,Private,249339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88590,26,Private,94652,Some-college,10,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+41954,40,Private,195394,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+70769,25,Private,130302,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+94045,38,Private,66686,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+6486,43,Private,336042,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35043,23,Private,193586,Some-college,10,Separated,Farming-fishing,Other-relative,White,Female,0,0,40,United-States,<=50K
+26683,44,Private,325461,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+56148,60,Local-gov,313852,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+25175,38,Local-gov,30509,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1669,55,United-States,<=50K
+93889,21,Local-gov,32639,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+13334,18,Private,234953,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+17803,49,Private,120629,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Female,27828,0,60,United-States,>50K
+4580,43,Private,350379,5th-6th,3,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,40,Mexico,<=50K
+62442,26,,176967,11th,7,Never-married,,Not-in-family,White,Female,0,0,65,United-States,<=50K
+83913,36,Private,36423,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,>50K
+68362,31,Private,123397,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,5178,0,35,United-States,>50K
+53807,38,Private,130813,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+35004,43,Self-emp-not-inc,35236,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+13551,58,Private,33350,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+70476,55,Private,177380,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,29,United-States,<=50K
+97637,39,Private,216129,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,35,Jamaica,<=50K
+13272,38,Private,335104,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+77082,54,Self-emp-not-inc,199741,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,2001,35,United-States,<=50K
+35694,57,Self-emp-inc,165881,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+95253,35,Local-gov,387777,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,<=50K
+95853,44,Self-emp-not-inc,149943,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,60,Taiwan,>50K
+54297,36,Private,188834,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54528,58,Private,290661,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+39229,39,Private,155603,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,2205,40,United-States,<=50K
+47004,25,Private,114838,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,Italy,<=50K
+92897,54,Local-gov,168553,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+19423,23,Private,103064,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59916,37,Private,123833,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+73755,60,Federal-gov,55621,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+74317,66,Local-gov,189834,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+20277,36,Private,217926,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,50,United-States,<=50K
+93416,29,Self-emp-not-inc,341672,HS-grad,9,Married-spouse-absent,Transport-moving,Other-relative,Asian-Pac-Islander,Male,0,1564,50,India,>50K
+60849,29,Private,163003,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,2202,0,40,Taiwan,<=50K
+7636,25,Private,194352,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,44,United-States,<=50K
+34966,62,,54878,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+21529,23,Private,393248,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+72542,38,Private,279315,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+48502,33,Private,392812,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,>50K
+84465,49,Self-emp-inc,34998,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+62100,57,Self-emp-inc,51016,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+75161,57,Local-gov,132717,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+84091,46,Private,186078,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,45,United-States,<=50K
+773,37,Self-emp-inc,196123,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+67041,43,Self-emp-inc,304906,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+83649,26,Private,41521,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+93014,40,Private,346847,Assoc-voc,11,Separated,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+4830,39,Self-emp-not-inc,107233,HS-grad,9,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+98303,39,Private,150125,Assoc-acdm,12,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+63374,31,Private,400535,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+31825,31,Private,409622,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,36,Mexico,<=50K
+35535,27,Private,136448,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+73662,36,Self-emp-not-inc,202950,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Iran,<=50K
+30269,40,Local-gov,197012,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,8614,0,40,England,>50K
+46911,57,Private,237691,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+72520,24,Private,170277,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+55831,30,Private,160784,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+78761,28,Private,33798,12th,8,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+21200,22,Private,197838,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57480,31,Private,223212,7th-8th,4,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+62087,33,Private,125762,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+11402,20,Private,283969,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,15,United-States,<=50K
+26179,25,Private,374163,12th,8,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,60,Mexico,<=50K
+28902,49,State-gov,118567,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+68884,21,Private,147655,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+5836,45,Private,82797,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+8007,36,Local-gov,142573,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+68121,41,Private,235167,5th-6th,3,Married-spouse-absent,Priv-house-serv,Not-in-family,White,Female,0,0,32,Mexico,<=50K
+57131,23,Private,53245,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1602,12,United-States,<=50K
+37141,47,Private,28035,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+75656,41,Private,247082,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8841,30,Private,123397,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+4129,29,Local-gov,133327,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13721,31,Private,102270,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+72310,64,,45817,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+14624,55,Private,240988,9th,5,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+73655,19,Private,386378,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+62987,31,State-gov,350651,12th,8,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+83819,18,State-gov,76142,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+34821,68,Private,73773,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+17175,50,,281504,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+62974,36,Local-gov,293358,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,48,United-States,<=50K
+50968,44,Private,146906,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+27687,58,Self-emp-not-inc,331474,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+75658,20,Private,213719,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+28820,18,Private,101795,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+71088,32,Private,228265,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,30,United-States,<=50K
+16657,49,Self-emp-not-inc,130206,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96203,34,Private,324254,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+31163,22,Private,223019,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80944,40,Private,189666,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+63685,35,Private,139086,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+2939,26,Private,359327,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,,<=50K
+75857,44,Self-emp-not-inc,75065,12th,8,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,Vietnam,<=50K
+95493,55,Private,139843,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+81893,21,Private,34310,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2603,40,United-States,<=50K
+1505,54,Private,346014,Some-college,10,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+64111,39,Local-gov,163278,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,2202,0,44,United-States,<=50K
+70005,52,Private,31460,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,38,United-States,<=50K
+82332,57,Self-emp-inc,33725,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+97210,67,,63552,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+14266,58,State-gov,300623,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+78587,27,Local-gov,177072,Some-college,10,Never-married,Prof-specialty,Other-relative,White,Male,0,0,16,United-States,<=50K
+59251,66,,37331,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+62488,41,Private,167725,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43784,18,Private,131180,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,16,United-States,<=50K
+89880,58,Private,275859,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Male,8614,0,52,Mexico,>50K
+40218,50,Private,275181,5th-6th,3,Divorced,Other-service,Not-in-family,White,Male,0,0,37,Cuba,<=50K
+59902,31,Private,398988,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62366,32,Private,222654,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75243,37,Self-emp-not-inc,111129,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+82693,26,Self-emp-not-inc,137795,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+68053,33,Local-gov,242150,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+41929,35,State-gov,237873,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69871,44,Private,367749,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+68473,26,Private,206600,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,Mexico,<=50K
+12397,48,Federal-gov,247043,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63013,40,Private,187702,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20429,62,Private,41718,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+80936,37,Private,151835,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+43980,18,Private,118938,11th,7,Never-married,Sales,Own-child,White,Male,0,0,18,United-States,<=50K
+61029,48,Private,224870,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,Other,Female,0,0,38,Ecuador,<=50K
+80259,45,Private,178341,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+85347,35,Private,61343,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+62052,35,Private,36989,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+6198,34,Self-emp-not-inc,226296,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,51,United-States,<=50K
+90085,29,Private,186624,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Cuba,<=50K
+31906,19,Private,172582,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+75116,53,State-gov,227392,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+99295,49,Private,187563,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27842,71,Private,137499,HS-grad,9,Widowed,Sales,Other-relative,White,Female,0,0,16,United-States,<=50K
+17568,38,Private,239397,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,Mexico,<=50K
+96369,39,Local-gov,327164,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+49474,23,Private,140798,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34024,29,Self-emp-inc,187450,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+8599,52,Private,194580,5th-6th,3,Divorced,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+68347,41,Private,372682,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+15667,20,Private,235442,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+63819,30,Private,128065,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+71447,56,Private,91545,10th,6,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,36,United-States,<=50K
+51844,26,Private,154604,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+65062,36,Federal-gov,192150,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+58413,26,Local-gov,216522,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,42,United-States,<=50K
+95633,58,Private,156040,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,1848,40,United-States,>50K
+5627,24,Private,206861,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+63870,41,Private,97632,Some-college,10,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,32,United-States,<=50K
+25817,27,Private,189530,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+77343,28,State-gov,381789,Some-college,10,Separated,Exec-managerial,Own-child,White,Male,0,2339,40,United-States,<=50K
+63238,57,Self-emp-inc,368797,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+14436,21,State-gov,41183,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+16114,50,Private,191062,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+21791,27,Private,132963,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+40648,58,Private,153551,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+26758,27,Self-emp-not-inc,66473,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+36340,36,Private,240323,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,17,United-States,<=50K
+51495,68,Local-gov,242095,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,40,United-States,>50K
+99759,33,Self-emp-inc,128016,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+57995,19,Private,29526,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,18,United-States,<=50K
+82572,26,Private,342953,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+80868,37,Private,215476,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,30,United-States,<=50K
+96920,53,Private,231919,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+85669,32,Private,52537,Some-college,10,Never-married,Tech-support,Not-in-family,Black,Male,0,0,38,United-States,<=50K
+24819,18,Private,27920,11th,7,Never-married,Exec-managerial,Own-child,White,Female,0,0,25,United-States,<=50K
+38608,53,Private,153052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+63988,40,Self-emp-not-inc,199303,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+38765,50,Private,233369,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+68107,43,Private,345789,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+49491,60,Private,238913,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,46,United-States,>50K
+35981,28,Self-emp-not-inc,195607,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+15027,34,Private,245173,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,1669,45,United-States,<=50K
+60840,37,Private,138441,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24327,25,Private,67467,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+80608,46,Private,102569,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,65,United-States,>50K
+31560,21,Private,213341,11th,7,Married-spouse-absent,Handlers-cleaners,Own-child,White,Male,0,1762,40,Dominican-Republic,<=50K
+53388,26,Private,37202,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+88553,47,Private,140219,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+25432,18,Private,298860,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+2550,22,Private,51362,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,16,United-States,<=50K
+17788,36,Private,199947,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+59412,59,Self-emp-not-inc,32552,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+2031,33,Private,183845,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,38,El-Salvador,<=50K
+67971,33,Private,181091,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,England,<=50K
+53929,53,Self-emp-inc,135643,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,50,South,<=50K
+85647,44,State-gov,96249,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3411,0,40,United-States,<=50K
+90846,55,Private,181220,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+73776,56,Private,133025,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+71403,54,Self-emp-not-inc,124865,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+51411,51,Private,45599,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37375,31,Private,194293,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,2463,0,38,United-States,<=50K
+74557,43,Private,102180,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+51260,44,Private,121130,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+53156,22,Private,138768,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+11748,43,State-gov,98989,HS-grad,9,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+58160,26,State-gov,126327,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35798,30,Private,113364,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,18,United-States,<=50K
+48580,30,Private,326199,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,2580,0,40,United-States,<=50K
+3857,46,Private,376789,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,15,United-States,<=50K
+31903,27,Private,137063,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+20893,26,Private,279145,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+44570,36,Private,178815,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,8614,0,40,United-States,>50K
+8105,25,Self-emp-not-inc,245369,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+73392,30,Federal-gov,49593,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+43036,46,State-gov,238648,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,7298,0,40,United-States,>50K
+27824,47,Private,166181,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,48,United-States,>50K
+63455,66,Self-emp-inc,249043,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,5556,0,26,United-States,>50K
+2700,43,Private,156403,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+53872,71,,128529,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+69222,36,Federal-gov,186934,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1848,55,United-States,>50K
+17094,46,,148489,HS-grad,9,Married-spouse-absent,,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+60205,44,Local-gov,387770,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,15,United-States,<=50K
+54837,42,Private,115511,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+52220,39,Private,201410,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1977,45,Philippines,>50K
+10812,36,Private,220585,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+16238,60,Self-emp-not-inc,282066,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+61298,37,Private,280966,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+88313,26,Private,291586,Bachelors,13,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+54645,24,Private,142227,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+23025,17,,104025,11th,7,Never-married,,Own-child,White,Male,0,0,18,United-States,<=50K
+82577,45,Local-gov,148254,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+89536,54,Private,170562,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+96342,22,Private,222490,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+25843,63,Local-gov,57674,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+40907,22,Private,233624,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+70423,27,Private,42734,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+92051,33,Private,233107,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,33,Mexico,<=50K
+12019,64,Private,143110,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63930,50,Private,195844,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+70923,44,Self-emp-not-inc,115896,Assoc-voc,11,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+9587,31,Private,303851,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+83267,44,Private,172475,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+20587,53,Self-emp-not-inc,30008,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+38121,33,Local-gov,147921,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+18046,34,Federal-gov,172716,12th,8,Married-civ-spouse,Armed-Forces,Husband,White,Male,0,0,40,United-States,<=50K
+89268,27,Private,155057,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+65128,43,,152569,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,2339,36,United-States,<=50K
+7217,80,Self-emp-not-inc,132728,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,20,United-States,<=50K
+65755,31,Private,195136,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+74782,40,Private,377322,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+70883,53,Local-gov,293941,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+50207,58,Private,182123,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,<=50K
+84771,38,Private,32528,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+93574,33,Private,140206,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+66751,48,Local-gov,378221,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Mexico,>50K
+99891,23,Private,211601,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,<=50K
+32634,31,Self-emp-not-inc,119411,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+5459,52,Self-emp-not-inc,240013,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+59538,24,Private,95552,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+39163,45,Self-emp-not-inc,183710,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+21165,36,Private,189382,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+51608,52,Private,380633,5th-6th,3,Widowed,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+56257,54,Private,53407,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71266,39,Private,150480,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+49181,40,Private,175674,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+30361,28,Private,375313,HS-grad,9,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,<=50K
+85531,21,,278391,Some-college,10,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+40602,23,Private,212888,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10567,36,Self-emp-inc,487085,7th-8th,4,Never-married,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+19224,22,Private,174461,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+11732,55,Local-gov,133201,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+99423,71,Private,77253,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,17,United-States,<=50K
+97955,47,Private,141511,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+50030,17,Self-emp-inc,181608,10th,6,Never-married,Sales,Own-child,White,Male,0,0,12,United-States,<=50K
+21782,31,Private,127610,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+16243,32,Private,154571,Some-college,10,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,40,,<=50K
+6745,46,Private,33842,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,40,United-States,>50K
+29159,27,Private,150080,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+31621,39,Federal-gov,30916,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+65681,40,Private,151294,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,48,United-States,<=50K
+2660,30,Private,48829,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,1602,30,United-States,<=50K
+24590,17,Private,193769,9th,5,Never-married,Other-service,Unmarried,White,Male,0,0,20,United-States,<=50K
+24385,33,Private,277455,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23464,72,Private,225780,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+79289,34,Federal-gov,436341,Some-college,10,Married-AF-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+18900,65,Private,255386,HS-grad,9,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+23824,36,Private,174938,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,50,United-States,>50K
+49162,32,Private,174789,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+94107,26,Private,245628,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,Mexico,<=50K
+12686,22,Private,228752,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69601,47,Private,354148,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,48,United-States,>50K
+60174,31,Private,192900,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22216,28,Self-emp-not-inc,190391,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45738,38,Private,353263,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,Italy,>50K
+86491,34,Private,113198,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,28,United-States,<=50K
+15089,44,Private,207578,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+34525,27,Private,93206,Some-college,10,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+19363,50,Local-gov,163998,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,44,United-States,>50K
+909,47,Private,111961,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,30,United-States,<=50K
+4826,20,Private,219122,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77377,24,Private,111445,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+81736,29,Federal-gov,309778,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+62096,37,Local-gov,223020,Assoc-voc,11,Never-married,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+45368,42,Private,303155,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65947,20,,41035,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+20168,68,Private,159191,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87652,22,Local-gov,244408,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+8629,72,Self-emp-not-inc,473748,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+97195,45,Federal-gov,71823,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,20,United-States,<=50K
+31350,30,Local-gov,83066,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+79438,33,Private,150154,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63707,43,Private,190786,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+14226,56,Private,178033,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Male,4416,0,60,United-States,<=50K
+16400,25,Self-emp-not-inc,159909,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+99720,41,Private,190885,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+79753,25,Private,243786,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+81183,31,State-gov,124020,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+20985,36,Private,159016,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+20630,37,Private,183800,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+8984,58,Self-emp-not-inc,193434,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+14003,26,Private,245029,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+21861,55,Private,98746,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,Canada,>50K
+93012,46,Federal-gov,140664,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+95524,44,Private,344920,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,1617,20,United-States,<=50K
+28324,44,Private,169980,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,60,United-States,<=50K
+7983,28,State-gov,155397,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+61263,42,Private,245317,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+1147,41,Private,74182,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11959,39,Private,280570,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+60380,64,Self-emp-not-inc,30664,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+70411,20,Private,109952,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+66776,45,Local-gov,192793,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+61288,31,Private,243442,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+32200,36,Federal-gov,106297,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+28588,32,Private,328060,9th,5,Separated,Other-service,Unmarried,Other,Female,0,0,40,Mexico,<=50K
+38414,33,Self-emp-not-inc,48702,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+60859,51,Self-emp-not-inc,111283,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,99999,0,35,United-States,>50K
+82339,36,Private,484024,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+83611,40,Private,208470,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13845,44,Private,172032,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,51,United-States,>50K
+15742,40,Private,29927,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,England,<=50K
+79595,46,Private,98012,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49803,31,Self-emp-not-inc,108468,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+97513,30,Private,207301,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,1980,40,United-States,<=50K
+41196,26,Private,168403,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+76268,25,Private,66935,Bachelors,13,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+22185,35,Self-emp-not-inc,42044,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+49831,29,Private,184806,Prof-school,15,Never-married,Prof-specialty,Other-relative,White,Male,0,0,50,United-States,<=50K
+92610,39,Private,1455435,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+430,44,Self-emp-not-inc,445382,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+19771,37,Private,278576,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,>50K
+1174,79,Self-emp-not-inc,84979,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,>50K
+37904,36,Private,659504,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,>50K
+38528,44,Private,136986,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+41378,23,Private,278107,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1573,30,United-States,<=50K
+40137,27,Private,96219,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+92208,46,Self-emp-not-inc,131091,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+75810,58,Private,205410,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69225,36,Private,416745,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,48,United-States,<=50K
+18788,36,Private,180667,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,60,United-States,>50K
+17954,21,Private,72119,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+6101,41,State-gov,108945,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,14344,0,40,United-States,>50K
+60664,49,Federal-gov,195949,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+27646,34,Private,101345,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+44916,29,Private,439263,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,35,Peru,<=50K
+52273,63,Private,213095,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+12255,29,Federal-gov,59932,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9534,65,Private,172815,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+70092,26,Private,40915,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+49987,42,Private,139012,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+78528,44,Private,121781,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,37,United-States,<=50K
+44756,51,,130667,HS-grad,9,Separated,,Not-in-family,Black,Male,0,0,6,United-States,<=50K
+4906,41,Self-emp-not-inc,147110,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,25,United-States,<=50K
+13583,22,Local-gov,237811,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,35,Haiti,<=50K
+19009,36,,128640,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+57172,18,Private,111476,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+78917,33,Local-gov,289716,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+84741,46,Local-gov,141944,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+37234,49,Private,323773,11th,7,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+80627,41,State-gov,176663,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+33432,52,Private,155233,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+34747,40,Private,143327,Some-college,10,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10593,53,Federal-gov,177212,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+84420,45,Self-emp-not-inc,123088,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+85682,30,Local-gov,47085,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50917,56,Private,102106,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+48722,24,Private,235894,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71499,71,Self-emp-not-inc,172046,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+43908,20,Self-emp-not-inc,197207,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63510,26,Private,152452,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+4441,34,Private,172928,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+13433,36,,214896,9th,5,Divorced,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+11047,49,Private,116338,HS-grad,9,Separated,Prof-specialty,Unmarried,White,Female,0,653,60,United-States,<=50K
+77533,48,Private,276664,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+33412,22,Private,59924,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+12906,30,Private,194141,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1617,40,United-States,<=50K
+19446,51,Private,95128,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14850,46,Private,292504,Some-college,10,Married-spouse-absent,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+77789,32,Self-emp-inc,45796,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+87595,42,Private,119359,Prof-school,15,Married-civ-spouse,Sales,Wife,Amer-Indian-Eskimo,Female,15024,0,40,South,>50K
+9635,52,State-gov,104280,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+70262,57,Private,172291,HS-grad,9,Divorced,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+84974,35,Private,180988,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,39,United-States,<=50K
+22420,52,Private,110748,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+28205,59,,556688,9th,5,Divorced,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+3433,36,Private,22494,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+58775,33,Private,267859,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Cuba,>50K
+89651,67,Local-gov,256821,HS-grad,9,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+56925,31,Self-emp-not-inc,117346,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+19220,31,Private,62374,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+78348,28,Private,314659,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,42,United-States,<=50K
+24029,72,,114761,7th-8th,4,Widowed,,Unmarried,White,Female,0,0,20,United-States,<=50K
+96842,36,Private,93225,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85879,58,Self-emp-not-inc,165315,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+55990,56,Private,124771,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+91014,35,Private,27408,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73623,37,Private,198841,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+70333,44,Private,271792,Bachelors,13,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+69315,26,Private,64289,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+78691,51,Private,183390,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+99114,31,Private,240771,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,50,United-States,>50K
+36544,30,Private,234919,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,El-Salvador,<=50K
+64570,20,Private,88231,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39524,21,Private,154422,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+80942,37,Private,119098,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+64300,53,State-gov,151580,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,4386,0,40,United-States,>50K
+17180,54,Private,118793,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+16955,32,,30499,Bachelors,13,Divorced,,Unmarried,White,Female,0,0,32,United-States,<=50K
+84054,34,,166545,Some-college,10,Married-civ-spouse,,Wife,White,Female,7688,0,6,United-States,>50K
+10614,30,Private,271710,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+98797,43,State-gov,308498,HS-grad,9,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+15051,48,Private,172695,Assoc-voc,11,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+72745,42,Self-emp-not-inc,29962,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+18285,62,Private,200332,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+48600,31,Private,291702,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11315,22,Private,67234,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+95957,45,Private,168038,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,32,United-States,<=50K
+45567,34,Private,137814,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+44438,64,Private,126233,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+31528,42,Self-emp-not-inc,79036,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+20699,60,Self-emp-not-inc,327474,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+19756,44,Private,145160,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,58,United-States,<=50K
+95713,67,,37092,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,4,United-States,<=50K
+99449,45,Private,129387,Assoc-acdm,12,Divorced,Tech-support,Unmarried,White,Female,0,0,40,,<=50K
+4037,53,Self-emp-not-inc,33304,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+91918,37,Private,359001,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,50,United-States,>50K
+5883,32,,143162,10th,6,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+73347,23,Private,133515,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+49817,28,Private,168901,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+10740,55,Private,750972,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,<=50K
+71475,58,Private,142924,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,>50K
+54584,74,Self-emp-inc,228075,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,25,United-States,>50K
+84630,27,Private,91189,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+2326,37,Private,290609,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+72556,22,,31102,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,4,South,<=50K
+25077,44,Self-emp-not-inc,216921,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,70,United-States,<=50K
+92089,23,Private,120046,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+96438,41,Private,324629,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Yugoslavia,<=50K
+58406,45,Private,81132,Some-college,10,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,55,United-States,>50K
+41051,29,Private,160279,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+17171,33,Private,229732,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+23016,61,Local-gov,144723,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+37610,29,Private,148431,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,Other,Female,7688,0,45,United-States,>50K
+99234,22,Private,160398,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,38,United-States,<=50K
+86734,28,Private,129460,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+52108,30,Private,252752,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+65915,20,Private,58222,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+34328,28,,424884,10th,6,Separated,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+61907,45,Private,114459,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+40047,19,,46400,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,24,United-States,<=50K
+21851,42,Private,223934,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+78561,34,Private,84119,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+89507,31,Private,159123,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+12572,23,Private,195532,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+81937,50,Private,191299,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+99349,40,Private,198316,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59763,57,Private,162301,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+69336,35,Private,143152,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,3908,0,27,United-States,<=50K
+59105,24,Private,92609,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+14489,27,Private,247819,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+30388,27,Local-gov,229223,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,40,United-States,>50K
+50617,45,Self-emp-inc,142719,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+68091,80,Private,86111,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+76152,23,State-gov,35633,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+10082,46,Private,164749,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+38182,38,Private,607848,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+30239,50,Private,173630,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+57163,90,Private,311184,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,,<=50K
+5374,55,Private,49737,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+67739,72,Private,183616,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,England,<=50K
+98107,65,Private,129426,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9228,37,Private,454915,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25789,39,State-gov,55568,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+33387,38,Private,29874,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25330,46,Private,393715,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+96536,50,Private,143953,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+98631,54,Private,90363,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+23756,40,Private,53727,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+36737,30,Private,130021,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,40,United-States,<=50K
+18963,50,Private,173630,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+52827,28,Private,410351,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+93514,34,Private,399386,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,53,United-States,<=50K
+69432,55,Private,157932,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52616,20,Private,133061,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+43727,19,,46400,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+66847,21,Private,107895,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,35,United-States,<=50K
+69912,39,Private,63021,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+37297,43,Private,186144,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+71346,33,Local-gov,27959,HS-grad,9,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+92377,26,Private,179569,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70757,45,State-gov,101299,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30317,31,State-gov,113129,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,65,United-States,<=50K
+57736,32,Private,316470,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,Mexico,<=50K
+54193,60,Self-emp-not-inc,89884,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+10500,41,Private,32121,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+388,21,Private,315303,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+34703,27,Private,254500,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,36,United-States,<=50K
+58316,33,Private,419895,5th-6th,3,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,Mexico,<=50K
+34344,43,Private,159549,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53699,27,Private,160786,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+23947,18,Self-emp-not-inc,258474,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+37032,48,Self-emp-not-inc,370119,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79279,37,Private,50837,7th-8th,4,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+95207,58,Private,137506,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+71142,57,Private,548256,12th,8,Married-civ-spouse,Transport-moving,Husband,Black,Male,7688,0,40,United-States,>50K
+92549,42,Local-gov,175642,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,99999,0,40,United-States,>50K
+39157,24,Private,183594,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+16952,26,Private,341353,Bachelors,13,Never-married,Other-service,Other-relative,White,Male,0,0,15,United-States,<=50K
+90893,43,Self-emp-inc,247981,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,5455,0,50,United-States,<=50K
+24010,34,Private,193565,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50716,38,Private,39606,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+74056,51,Self-emp-not-inc,127149,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,>50K
+83340,31,,233371,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,0,0,45,United-States,<=50K
+58184,49,Self-emp-not-inc,182752,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+28943,26,Private,269060,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+42258,28,Private,179949,HS-grad,9,Divorced,Transport-moving,Unmarried,Black,Female,0,0,20,United-States,<=50K
+45740,22,Federal-gov,32950,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,37,United-States,<=50K
+34900,26,Private,160445,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45333,45,Private,223999,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,1848,40,United-States,>50K
+46652,39,Private,81487,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,625,40,United-States,<=50K
+91143,23,Private,314539,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89666,62,,337721,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+13728,42,Local-gov,100793,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+11349,39,Federal-gov,255407,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8602,43,Federal-gov,92775,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34494,33,Self-emp-not-inc,33308,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,70,United-States,<=50K
+28851,68,State-gov,493363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+2653,30,,159589,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,46,United-States,>50K
+93429,32,Private,107218,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+395,25,Private,123586,Some-college,10,Never-married,Adm-clerical,Unmarried,Other,Male,0,0,40,United-States,<=50K
+25327,53,Private,158352,5th-6th,3,Married-civ-spouse,Other-service,Other-relative,White,Female,0,0,24,Italy,<=50K
+76721,38,Private,76317,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+83515,62,,176753,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+96567,20,Private,122346,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+33945,26,Private,463194,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93863,23,Private,162228,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+98099,43,State-gov,115005,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42747,29,State-gov,183285,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,36,United-States,<=50K
+70218,34,Private,169605,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+51037,24,Private,450695,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+65570,44,Local-gov,124692,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+44363,19,Private,63918,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82767,47,Private,102569,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+48944,40,Private,289309,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,48,United-States,<=50K
+18100,45,Private,101825,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+30495,43,Private,206833,HS-grad,9,Separated,Handlers-cleaners,Unmarried,Black,Female,0,0,45,United-States,<=50K
+98603,22,,77873,9th,5,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+6152,50,Private,145333,Doctorate,16,Divorced,Prof-specialty,Other-relative,White,Male,10520,0,50,United-States,>50K
+26025,72,,194548,Some-college,10,Married-spouse-absent,,Not-in-family,White,Male,0,0,3,United-States,<=50K
+36997,29,Private,206351,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62833,47,Private,198200,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+65894,24,Private,140001,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,35,El-Salvador,<=50K
+34272,22,,287988,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,15,United-States,<=50K
+2651,21,Private,143604,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+37549,30,Self-emp-not-inc,146161,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+9962,37,Private,196529,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,2354,0,40,,<=50K
+41391,74,Self-emp-not-inc,192413,Prof-school,15,Divorced,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+63581,70,Self-emp-not-inc,139889,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,2653,0,70,United-States,<=50K
+47015,27,Private,104917,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69935,32,Local-gov,161478,Bachelors,13,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,46,United-States,<=50K
+52901,30,Private,35644,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+26841,29,Local-gov,116751,Assoc-voc,11,Divorced,Protective-serv,Unmarried,White,Male,0,0,56,United-States,<=50K
+51915,18,Private,238867,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,1602,40,United-States,<=50K
+46406,31,Private,265706,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+45161,39,State-gov,179668,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,70,United-States,<=50K
+32379,21,Private,57951,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+12143,31,Private,176711,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,<=50K
+10250,33,Local-gov,368675,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+99844,39,Private,216149,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,>50K
+94685,29,Private,173851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65302,34,Private,90705,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,1485,40,United-States,<=50K
+63925,52,State-gov,216342,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+25005,35,Private,140752,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+40231,33,Private,116508,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87274,40,,224361,9th,5,Divorced,,Unmarried,White,Female,0,0,5,Cuba,<=50K
+78463,43,Private,180303,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+81676,66,,196736,1st-4th,2,Never-married,,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+70667,51,Local-gov,110327,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+74618,36,Private,185607,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+18931,17,Local-gov,244856,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+79282,32,Private,198068,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17273,39,Private,97136,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+97764,19,Self-emp-inc,164658,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+80615,54,Private,235693,11th,7,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+40633,45,Private,197038,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+55627,47,Local-gov,97419,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+19691,49,Self-emp-not-inc,208872,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,98,United-States,<=50K
+88658,32,Private,205528,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85508,28,Self-emp-inc,146042,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+90474,39,Self-emp-inc,222641,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89084,27,Self-emp-inc,376936,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+6537,42,Local-gov,138077,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,38,United-States,>50K
+35632,24,Private,155913,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,<=50K
+1719,45,Private,36006,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+26728,19,Private,214678,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+42087,46,Private,369538,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+55522,50,Private,166565,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+73539,32,Private,257043,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+77872,47,Self-emp-inc,181130,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+55202,69,,254834,Bachelors,13,Married-civ-spouse,,Husband,White,Male,10605,0,10,United-States,>50K
+34811,43,Self-emp-not-inc,38876,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+60985,29,Private,187073,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96553,43,Federal-gov,156996,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2415,55,,>50K
+97320,90,Private,313749,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+42853,41,Private,331651,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,Japan,>50K
+54983,24,Private,243368,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,36,Mexico,<=50K
+37299,24,Private,32921,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+48203,24,Private,117167,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,53,United-States,<=50K
+59788,35,Private,401930,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1887,42,United-States,>50K
+90008,30,Private,114691,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+30002,46,Private,99385,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+49871,19,Local-gov,210308,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,1721,30,United-States,<=50K
+43438,39,Private,252327,9th,5,Separated,Craft-repair,Own-child,White,Male,0,0,35,Mexico,<=50K
+43162,43,Private,90582,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+37761,35,Private,190194,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26733,65,Private,264188,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+50997,34,Private,243776,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56677,41,Private,67065,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+37864,24,Self-emp-not-inc,204209,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+39490,24,Private,226668,HS-grad,9,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,0,0,35,United-States,<=50K
+36212,34,Self-emp-inc,174215,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,4787,0,45,France,>50K
+65770,33,Private,315143,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Cuba,>50K
+72231,37,Private,118681,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,38,Puerto-Rico,<=50K
+75736,39,Self-emp-not-inc,208109,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+46709,58,Private,116901,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+21533,36,Self-emp-not-inc,405644,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,<=50K
+64458,33,Federal-gov,293550,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,4064,0,40,United-States,<=50K
+94889,42,Local-gov,328581,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+15470,31,Private,217962,Some-college,10,Never-married,Protective-serv,Other-relative,Black,Male,0,0,40,,<=50K
+23531,57,Private,158827,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+94696,67,Federal-gov,65475,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+1848,23,Private,159709,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87412,35,Private,140474,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+18679,43,Private,144778,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,Italy,>50K
+73157,39,Self-emp-not-inc,83242,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+22004,36,Private,143385,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49312,29,Local-gov,167544,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Female,0,0,13,United-States,<=50K
+58082,25,Private,122175,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+53536,54,Private,378747,10th,6,Separated,Transport-moving,Unmarried,Black,Male,0,0,45,United-States,>50K
+57990,24,Private,230475,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+47969,50,Self-emp-inc,120781,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,60,South,>50K
+39480,70,Private,206232,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+13627,61,Private,298400,Bachelors,13,Divorced,Sales,Not-in-family,Black,Male,4787,0,48,United-States,>50K
+6299,51,Federal-gov,163671,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,<=50K
+36418,38,Self-emp-not-inc,140583,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+74779,51,Private,137253,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+73293,28,Private,246974,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83443,66,Self-emp-not-inc,182470,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,>50K
+25337,57,Self-emp-inc,107617,HS-grad,9,Separated,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,>50K
+93415,44,Self-emp-inc,116358,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,,>50K
+82719,29,Private,250819,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58434,21,Private,196508,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+52867,42,Private,367533,10th,6,Married-civ-spouse,Craft-repair,Own-child,Other,Male,0,0,43,United-States,>50K
+15253,74,Private,188709,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+71466,50,Private,271160,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+32278,65,Private,173674,HS-grad,9,Divorced,Other-service,Other-relative,White,Female,0,0,14,United-States,<=50K
+45187,64,,257790,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,38,United-States,<=50K
+69582,44,Private,322391,11th,7,Separated,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+25080,34,Private,209691,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,4386,0,50,United-States,>50K
+20527,17,Private,104232,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+7081,17,,86786,10th,6,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+23258,43,Private,88233,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+81693,32,Private,240888,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+82527,54,Private,169719,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+82805,20,Private,129240,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+82923,23,Private,160968,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+43191,34,Private,236861,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+5232,30,Private,109282,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+87492,32,Private,215047,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+19438,40,Private,115932,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Ireland,>50K
+52602,28,Private,55360,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+71495,44,Private,224658,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+53148,29,Local-gov,376302,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,35,Nicaragua,>50K
+48872,28,Private,183597,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,594,0,50,Germany,<=50K
+24953,37,Private,115289,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+56713,56,Self-emp-inc,258883,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21904,27,Private,69132,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50701,34,Private,207301,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,20,United-States,<=50K
+57526,37,Private,179671,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76930,66,Self-emp-not-inc,140456,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+64099,19,Private,327397,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+21117,60,Private,200235,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+89239,54,Self-emp-not-inc,108435,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,2829,0,30,United-States,<=50K
+21220,47,Private,195978,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+81213,47,Private,329144,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,>50K
+49746,48,Self-emp-inc,250674,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+22080,57,,176897,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+71538,50,Self-emp-inc,132716,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,>50K
+83020,62,Private,174201,9th,5,Widowed,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+39207,45,Private,167617,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+37831,55,Local-gov,254949,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+97551,62,Private,319582,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+23782,25,Private,248990,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Guatemala,<=50K
+15289,49,Private,144396,11th,7,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+20817,32,State-gov,200469,Some-college,10,Never-married,Protective-serv,Unmarried,Black,Female,3887,0,40,United-States,<=50K
+38089,25,Federal-gov,55636,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+18751,39,Private,185624,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+23116,27,Local-gov,125442,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+8656,43,Private,160943,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,>50K
+1779,30,Private,243841,HS-grad,9,Divorced,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+81888,21,Private,34616,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+55638,33,Private,235847,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+48127,33,Private,174789,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+69205,33,Private,280111,11th,7,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+78023,70,Private,236055,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+54247,25,Private,237865,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,42,United-States,<=50K
+30138,17,Private,194612,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+12613,20,Private,173851,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+29069,19,Private,372483,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,35,United-States,<=50K
+81199,71,Federal-gov,422149,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,40,United-States,>50K
+56681,31,Private,174201,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+98790,26,Private,272618,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+56272,52,Private,74660,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+8960,26,Private,201481,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+45799,38,Private,175232,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+30211,25,Private,336440,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68021,22,Private,46645,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,9,United-States,<=50K
+45646,48,State-gov,31141,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1902,40,United-States,>50K
+14295,53,Private,281425,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+61443,30,Self-emp-not-inc,31510,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+58624,44,Private,310255,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+3876,32,Federal-gov,82393,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,56,United-States,>50K
+26348,59,Self-emp-not-inc,190514,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+47696,49,Private,165513,Some-college,10,Divorced,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+10342,65,,178931,HS-grad,9,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,3818,0,40,United-States,<=50K
+12441,31,Private,226696,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+79413,53,Private,195813,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,Other,Male,5178,0,40,Puerto-Rico,>50K
+37501,44,Private,165815,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+635,36,Private,123983,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,55,Japan,>50K
+52341,36,Private,235371,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29224,37,Private,147258,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+54052,63,,222289,Bachelors,13,Married-civ-spouse,,Husband,White,Male,7688,0,54,United-States,>50K
+71051,67,Self-emp-inc,171564,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,20051,0,30,England,>50K
+16354,29,Private,255949,Bachelors,13,Never-married,Sales,Unmarried,Black,Male,0,0,40,United-States,<=50K
+38653,52,Private,186272,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98802,37,Private,282872,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,40,United-States,<=50K
+27139,21,Private,111676,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64990,36,Private,199501,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,38,United-States,<=50K
+52940,24,Private,151443,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Female,0,0,30,United-States,<=50K
+43345,31,Private,145935,HS-grad,9,Never-married,Exec-managerial,Own-child,Black,Male,0,0,40,United-States,<=50K
+28123,54,Federal-gov,230387,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+42961,44,Private,127592,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+63624,18,Private,210828,Some-college,10,Never-married,Handlers-cleaners,Own-child,Other,Male,0,0,30,United-States,<=50K
+13495,41,Private,297186,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+52299,37,Self-emp-inc,116554,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+31420,30,Private,144593,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,,<=50K
+4102,26,State-gov,147719,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+25782,68,Self-emp-not-inc,89011,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Canada,<=50K
+51513,31,Private,38158,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+2180,48,Private,178686,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64117,80,,172826,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+91872,26,Private,155752,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+51896,63,Private,100099,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+59012,19,Private,231688,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+26813,30,,147215,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+56367,42,Self-emp-inc,50122,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+59647,64,Federal-gov,86837,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+78031,32,Private,113364,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9008,50,Private,289390,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+84760,73,Private,77884,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+56897,32,Private,390157,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+59518,53,Private,89587,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,45,United-States,>50K
+62461,58,Private,234328,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32149,37,Local-gov,365430,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+98268,24,Private,410439,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,15,United-States,<=50K
+25602,53,Private,129525,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+55671,23,Private,166527,Some-college,10,Never-married,Exec-managerial,Own-child,Other,Female,0,0,40,United-States,<=50K
+7343,42,,109912,Assoc-acdm,12,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+21924,30,Private,210906,HS-grad,9,Married-civ-spouse,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+36844,38,Private,405284,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+45429,28,Private,138269,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39236,19,Private,25429,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+10925,45,Private,231672,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+13958,26,Private,258550,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+51423,33,Private,268147,9th,5,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+21253,29,Private,54411,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,,<=50K
+98675,54,Private,37289,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,>50K
+30179,23,Private,157951,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+59527,43,Self-emp-inc,225165,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+60205,37,Private,238049,9th,5,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,30,El-Salvador,<=50K
+14000,31,Private,197252,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+72278,56,Self-emp-inc,216636,12th,8,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1651,40,United-States,<=50K
+65210,25,Private,183575,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+57719,17,Private,19752,11th,7,Never-married,Other-service,Own-child,Black,Female,0,0,25,United-States,<=50K
+14448,37,Private,103925,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,68,United-States,<=50K
+66970,60,Private,31577,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+67491,59,Federal-gov,61298,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94426,59,Federal-gov,190541,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79917,46,Self-emp-not-inc,366089,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+65454,28,,389857,HS-grad,9,Married-civ-spouse,,Other-relative,White,Male,0,0,16,United-States,<=50K
+29832,33,,192644,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56634,24,Private,216129,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,1408,50,United-States,<=50K
+71437,29,Private,51944,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,4386,0,40,United-States,>50K
+38284,33,Self-emp-not-inc,67482,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,99,United-States,<=50K
+42109,29,,108775,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+58078,23,State-gov,279243,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76042,20,Private,278391,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,Nicaragua,<=50K
+71604,60,Private,349898,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,44,United-States,<=50K
+28659,44,Private,219441,10th,6,Never-married,Sales,Unmarried,Other,Female,0,0,35,Dominican-Republic,<=50K
+53486,18,Private,173255,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,1055,0,25,United-States,<=50K
+52705,52,Federal-gov,29623,12th,8,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+57604,31,Private,217460,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+66889,30,Private,163604,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,>50K
+86546,33,Private,163110,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3781,0,40,United-States,<=50K
+46392,20,Private,238685,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+61752,27,,251854,Bachelors,13,Married-civ-spouse,,Wife,Black,Female,0,0,35,,>50K
+49769,33,Private,213308,Assoc-voc,11,Separated,Adm-clerical,Own-child,Black,Female,0,0,50,United-States,<=50K
+76375,25,Private,193773,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+75355,63,Private,114011,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Female,0,0,20,United-States,<=50K
+52722,63,Self-emp-not-inc,52144,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+78732,43,Private,347934,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+55219,58,Private,293399,11th,7,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20968,70,,118630,Assoc-voc,11,Widowed,,Unmarried,White,Female,0,0,35,United-States,<=50K
+16953,35,Private,127306,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,14344,0,40,United-States,>50K
+14654,42,Private,366180,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+24708,20,Local-gov,188950,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,25,United-States,<=50K
+82672,35,Private,189382,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56790,62,Private,24515,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+30549,41,Private,283116,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,1506,0,50,United-States,<=50K
+3549,43,Self-emp-not-inc,182217,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,<=50K
+25961,19,Private,552354,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+51615,46,Private,163021,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+51400,47,Private,61885,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+96758,36,Self-emp-not-inc,182898,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+57951,45,Private,183092,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+4709,48,Private,30289,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+55858,29,Private,77572,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+53703,48,State-gov,118330,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+94326,36,Private,469056,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+35481,58,Private,145574,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78539,43,Private,302041,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+97914,59,Private,32552,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,United-States,<=50K
+35393,42,Private,185413,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+71706,33,Federal-gov,26543,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+84523,23,Federal-gov,163870,Some-college,10,Never-married,Armed-Forces,Other-relative,White,Male,0,0,40,United-States,<=50K
+43880,21,Private,240063,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+86064,48,Private,208748,5th-6th,3,Divorced,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Dominican-Republic,<=50K
+46697,32,Local-gov,84119,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18131,31,Private,84130,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+43220,66,Local-gov,261062,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2750,23,Local-gov,336010,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,32,United-States,<=50K
+49619,52,Private,389270,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+63505,17,Private,138293,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+20673,35,Private,240389,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,>50K
+32710,39,Private,190297,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,55,United-States,>50K
+90979,21,,170070,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,10,United-States,<=50K
+30536,24,Private,149457,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+46216,45,Private,81534,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,84,Japan,>50K
+88496,25,Private,378322,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,2001,50,United-States,<=50K
+55579,29,Federal-gov,196912,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+89354,56,Private,116143,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,44,United-States,>50K
+17369,34,Self-emp-not-inc,80933,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98742,64,Local-gov,190660,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+11579,27,Private,120155,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,39,United-States,<=50K
+53801,47,Private,167159,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+88455,36,Private,58343,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,42,United-States,>50K
+86957,44,Federal-gov,161240,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3970,31,Private,126402,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+54359,23,Private,148709,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,<=50K
+72617,45,Local-gov,318280,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+51285,31,Local-gov,80058,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,64,United-States,<=50K
+56045,45,Private,274689,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+62472,42,Private,157367,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,,<=50K
+17250,33,Private,217460,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+37363,33,Local-gov,33727,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+93885,30,Self-emp-not-inc,166961,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+93257,25,Private,146117,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,42,United-States,<=50K
+97864,33,Private,160216,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,32,,<=50K
+14121,70,Self-emp-not-inc,124449,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2246,8,United-States,>50K
+2513,22,Private,50163,9th,5,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+57377,30,Private,235271,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+48573,46,Private,121124,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+53312,43,Self-emp-not-inc,144218,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+40976,37,Private,94334,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,25,United-States,<=50K
+74091,59,Self-emp-inc,169982,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+84932,51,Self-emp-not-inc,35295,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,45,United-States,<=50K
+52277,47,Private,133969,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,2885,0,65,Japan,<=50K
+50853,36,Private,35429,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+55364,73,Local-gov,205580,5th-6th,3,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,6,United-States,<=50K
+53809,32,Local-gov,177794,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92755,34,Private,167474,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+96930,51,Local-gov,35211,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+10755,20,Private,117244,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,45,United-States,<=50K
+56086,57,Private,194850,Some-college,10,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,Mexico,<=50K
+66933,19,Private,144911,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+83074,45,Private,197240,12th,8,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+98644,55,Private,101338,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74411,60,Private,148522,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+5561,19,Private,97261,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68300,35,Private,166606,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+67784,20,Private,229414,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+52973,34,Local-gov,209213,Bachelors,13,Never-married,Prof-specialty,Other-relative,Black,Male,0,0,15,United-States,<=50K
+55402,26,Private,291968,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+6121,73,Federal-gov,127858,Some-college,10,Widowed,Tech-support,Not-in-family,White,Female,3273,0,40,United-States,<=50K
+41867,27,Private,302406,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+99470,37,Self-emp-not-inc,29054,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,84,United-States,<=50K
+96547,73,Self-emp-not-inc,336007,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+6894,46,Federal-gov,349230,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,1848,40,United-States,>50K
+68024,36,Local-gov,101481,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78561,54,Self-emp-not-inc,46704,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+29165,49,Private,233639,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+16485,68,Local-gov,31725,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+89161,34,Private,54850,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1590,50,United-States,<=50K
+39908,30,Private,293512,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+928,28,Private,375655,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+19712,28,Private,105817,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+56958,25,Local-gov,203408,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+33415,26,Private,162302,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+83880,40,Private,163455,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,55,United-States,>50K
+38093,32,Local-gov,100135,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+44400,60,,41517,11th,7,Married-spouse-absent,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+80269,18,Private,102182,12th,8,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63930,36,Private,414683,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+85217,26,Private,194352,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+99138,24,Private,194096,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Female,0,0,45,United-States,<=50K
+16581,90,Local-gov,153602,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,6767,0,40,United-States,<=50K
+52174,20,Private,215495,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+5913,27,Private,164607,Bachelors,13,Separated,Tech-support,Own-child,White,Male,0,0,50,United-States,<=50K
+24470,58,Local-gov,34878,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+89140,37,Private,126569,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+59009,65,,315728,HS-grad,9,Widowed,,Unmarried,White,Female,2329,0,75,United-States,<=50K
+56596,28,Private,22422,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93242,36,Local-gov,178222,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+60565,45,Local-gov,56841,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55032,23,Private,300275,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+55522,69,Local-gov,197288,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+68559,58,Self-emp-not-inc,157786,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+94709,22,Private,110684,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+43585,58,Self-emp-not-inc,140729,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+48019,53,Federal-gov,90127,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+53552,44,Self-emp-inc,37997,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+71560,31,Private,61308,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40508,46,Private,171199,Bachelors,13,Divorced,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Puerto-Rico,<=50K
+39883,48,Private,128432,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+35107,46,Federal-gov,195023,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+46099,43,Private,122473,9th,5,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,625,40,United-States,<=50K
+32289,43,Private,171888,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56786,17,Self-emp-inc,183784,10th,6,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+17229,20,Private,219262,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+78977,22,Private,71379,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+24117,19,,234519,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+76496,35,Private,96824,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+33791,29,Private,242597,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73421,18,,127388,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+71088,25,Private,204536,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+67776,54,Private,143804,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+93077,23,Private,80680,Some-college,10,Married-civ-spouse,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+40805,36,Private,301227,5th-6th,3,Separated,Priv-house-serv,Unmarried,Other,Female,0,0,35,Mexico,<=50K
+84856,26,Self-emp-not-inc,201930,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+93783,25,Local-gov,176616,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+45517,46,Private,353219,9th,5,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+77109,41,Private,126076,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+41164,31,Private,156493,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+91444,48,Federal-gov,435503,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+36683,52,Self-emp-inc,561489,Masters,14,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+90516,22,Federal-gov,100345,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,43,United-States,<=50K
+55984,18,Private,36275,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,25,United-States,<=50K
+96298,46,Private,110794,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38017,34,Local-gov,143766,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+88381,30,Federal-gov,76313,HS-grad,9,Married-civ-spouse,Armed-Forces,Other-relative,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+72517,31,Private,121308,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83758,21,Private,216672,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19368,41,Self-emp-not-inc,89942,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,3674,0,45,United-States,<=50K
+97707,45,State-gov,103406,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+16429,30,State-gov,158291,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35185,21,Private,455361,9th,5,Never-married,Other-service,Unmarried,White,Male,0,0,35,Mexico,<=50K
+21488,44,Private,225263,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,1408,46,United-States,<=50K
+4818,54,Private,225307,11th,7,Divorced,Craft-repair,Own-child,White,Female,0,0,50,United-States,>50K
+15445,36,Private,286115,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+866,50,Private,187830,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+77901,26,Private,142506,Bachelors,13,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+97567,47,Local-gov,148576,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+65179,36,Private,185325,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,37,United-States,<=50K
+63239,32,Self-emp-not-inc,27939,Some-college,10,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+99916,21,Private,383603,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+54247,30,Private,140790,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+98222,34,Private,226629,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+59424,51,Private,228516,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,45,Columbia,<=50K
+68802,55,Self-emp-not-inc,119762,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+38715,43,Private,299197,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+46316,37,Private,149297,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+57537,28,Local-gov,202558,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+75390,39,Private,175232,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+13141,35,Self-emp-not-inc,157473,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79865,59,,409842,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+72631,26,Private,105787,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,36,United-States,<=50K
+99462,68,Private,144056,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,3818,0,40,United-States,<=50K
+87157,46,Private,45363,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,2824,40,United-States,>50K
+5812,21,Private,205838,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,37,United-States,<=50K
+14333,23,Private,115326,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+66751,17,Private,186890,10th,6,Married-civ-spouse,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+97139,23,Local-gov,304386,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52071,34,Private,24529,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Male,0,0,15,United-States,<=50K
+14891,33,Private,183557,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31798,31,Private,342730,Assoc-acdm,12,Separated,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+12522,31,,182191,Bachelors,13,Married-civ-spouse,,Wife,White,Female,4064,0,30,Canada,<=50K
+9451,56,Self-emp-not-inc,67841,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+24952,21,Private,351381,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+3047,45,Private,293691,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,1590,40,Japan,<=50K
+94043,41,Self-emp-inc,220821,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+48134,26,Private,190027,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,30,United-States,<=50K
+67333,41,Private,343944,11th,7,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+77031,46,Self-emp-inc,110457,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+55484,47,State-gov,72333,HS-grad,9,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+71017,43,Self-emp-not-inc,193494,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+81896,35,Private,334999,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+82361,44,Self-emp-not-inc,274363,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+78666,58,Self-emp-inc,113806,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,30,United-States,>50K
+16286,25,Private,52536,Assoc-acdm,12,Divorced,Tech-support,Own-child,White,Female,0,1594,25,United-States,<=50K
+41756,44,Private,187720,Assoc-voc,11,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+9625,57,Private,104996,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+35308,24,Private,214555,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+70009,38,Private,52963,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+17504,33,Private,190511,7th-8th,4,Divorced,Handlers-cleaners,Not-in-family,White,Male,2176,0,35,United-States,<=50K
+16095,25,Private,75821,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+50607,33,Private,123291,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,84,United-States,>50K
+43387,50,Local-gov,226497,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,>50K
+98527,35,Private,282979,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+9811,36,Private,166549,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,55,United-States,>50K
+25550,27,Private,187746,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+31216,22,Private,157145,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+24214,30,Private,227551,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+89018,90,Private,115306,Masters,14,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+7836,39,Private,169249,HS-grad,9,Separated,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+85483,34,State-gov,221966,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+52284,39,Private,224566,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+70328,19,Private,28119,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,4,United-States,<=50K
+75998,19,Private,323810,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92303,29,Private,210498,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68815,66,Self-emp-not-inc,174995,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,2290,0,30,Hungary,<=50K
+67416,38,Private,161141,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+62790,44,Private,210534,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+70778,34,Self-emp-not-inc,112650,7th-8th,4,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+61646,35,State-gov,318891,Assoc-acdm,12,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2696,29,Local-gov,375655,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41086,22,Private,228465,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+70229,33,,102130,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+10455,73,Private,183213,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Male,25124,0,60,United-States,>50K
+22425,35,Local-gov,177305,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2377,40,United-States,<=50K
+41209,41,Private,34037,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95740,27,Self-emp-not-inc,116613,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,50,United-States,<=50K
+73574,25,Private,175540,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45966,47,Private,150768,Bachelors,13,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,1564,51,United-States,>50K
+10711,36,Private,176634,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,35,United-States,>50K
+90891,36,Private,209993,1st-4th,2,Widowed,Other-service,Other-relative,White,Female,0,0,20,Mexico,<=50K
+2508,25,Local-gov,206002,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+52817,37,Private,201259,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+46351,26,Local-gov,202286,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+30221,53,Private,96062,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1740,40,United-States,<=50K
+66302,36,Local-gov,578377,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+73763,30,Private,509500,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,4787,0,45,United-States,>50K
+30810,53,Local-gov,324021,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58179,37,Self-emp-not-inc,107737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+19061,41,State-gov,129865,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+64474,53,Private,103586,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,55,United-States,<=50K
+7402,23,Private,187513,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,<=50K
+87386,28,Private,172891,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+44575,53,Local-gov,207449,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+46963,32,Private,209103,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,>50K
+4655,33,Private,408813,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+4199,27,Private,209292,HS-grad,9,Never-married,Sales,Other-relative,Black,Female,0,0,32,Dominican-Republic,<=50K
+86237,52,Private,144361,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+79974,31,Private,209538,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,55,United-States,<=50K
+61049,27,Private,244402,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+24271,44,Private,889965,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,3137,0,30,United-States,<=50K
+94630,37,Self-emp-not-inc,298444,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+73299,39,Private,163237,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+84928,18,Private,311795,12th,8,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+85481,42,Private,155972,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+31963,49,Private,291783,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77831,35,Private,153535,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,Black,Female,0,0,36,United-States,<=50K
+49564,43,Private,249771,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,99,United-States,<=50K
+82000,43,Private,462180,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+28181,31,Private,308540,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+61121,27,Private,34701,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44836,46,Federal-gov,106252,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82593,54,Private,138944,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+16652,37,Private,140713,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,Jamaica,>50K
+12814,53,Local-gov,216931,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,4386,0,40,United-States,>50K
+40744,26,Private,162312,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,20,Philippines,<=50K
+40272,59,Self-emp-inc,253062,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+22247,36,Federal-gov,359249,Some-college,10,Separated,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+70677,32,Private,231413,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+6012,53,Local-gov,197054,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+14236,26,Private,130931,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+23769,35,Private,30565,HS-grad,9,Married-AF-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+20620,48,Private,105138,HS-grad,9,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+88349,30,Local-gov,178383,Some-college,10,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+19187,38,Private,241998,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+48390,58,Self-emp-not-inc,196403,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,10,United-States,>50K
+48505,44,Private,232421,HS-grad,9,Married-spouse-absent,Transport-moving,Not-in-family,Other,Male,0,0,32,Canada,<=50K
+70520,30,Private,130369,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+18189,68,Self-emp-not-inc,336329,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+36325,26,Local-gov,337867,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+22619,26,Local-gov,104614,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+95790,41,Private,223548,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+18839,43,State-gov,506329,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,15024,0,40,,>50K
+24488,48,Private,64479,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,47,United-States,<=50K
+19750,55,Private,284095,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,37,United-States,<=50K
+11130,50,Self-emp-not-inc,221336,Some-college,10,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,,<=50K
+20564,41,Private,428499,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,50,United-States,>50K
+21592,52,Private,208302,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,<=50K
+5002,24,,412156,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,Mexico,<=50K
+10373,31,Self-emp-not-inc,182177,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+81714,54,Local-gov,129972,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,>50K
+29071,31,Self-emp-not-inc,186420,Masters,14,Separated,Tech-support,Not-in-family,White,Female,0,0,25,United-States,<=50K
+96355,31,Self-emp-inc,203488,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+47422,47,Private,128796,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+5839,40,Private,55395,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87337,46,State-gov,314770,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+57539,45,Private,135044,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47065,39,Private,319248,10th,6,Never-married,Other-service,Unmarried,White,Female,0,0,25,Mexico,<=50K
+35191,34,Local-gov,236415,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,18,United-States,<=50K
+6750,48,,151584,Some-college,10,Never-married,,Not-in-family,White,Male,8614,0,60,United-States,>50K
+55867,19,,133983,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+23584,56,Private,81220,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,Canada,<=50K
+19899,47,Private,151087,HS-grad,9,Separated,Prof-specialty,Other-relative,Other,Female,0,0,40,Puerto-Rico,<=50K
+34955,35,Private,322171,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+12739,25,Private,190628,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Columbia,<=50K
+70421,43,Local-gov,106982,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+72177,59,Private,227856,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,37,United-States,>50K
+50114,66,,213477,7th-8th,4,Divorced,,Not-in-family,White,Male,0,0,10,United-States,<=50K
+83792,63,Private,266083,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+26910,32,Private,257068,Some-college,10,Married-spouse-absent,Transport-moving,Not-in-family,White,Female,0,0,37,United-States,<=50K
+7060,58,,37591,Bachelors,13,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7413,43,Self-emp-inc,150533,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,>50K
+76080,27,Private,211184,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,52,United-States,<=50K
+91567,21,Private,136610,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,32,United-States,<=50K
+84692,44,Federal-gov,244054,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,>50K
+48832,40,Self-emp-not-inc,240698,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+82194,65,Private,172906,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+97708,50,Private,238959,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+34233,18,,163085,HS-grad,9,Separated,,Own-child,White,Male,0,0,20,United-States,<=50K
+85616,51,State-gov,172022,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+33646,44,Federal-gov,218062,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+50769,20,Private,201799,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,13,United-States,<=50K
+84428,29,Private,150717,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92206,50,Private,94391,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+23907,50,Local-gov,153064,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+93323,43,Private,156771,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+14191,23,Private,216639,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66909,41,Private,82161,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+83897,30,,159159,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,30,United-States,<=50K
+27856,58,Self-emp-not-inc,310014,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+89505,50,State-gov,133014,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+99886,37,Self-emp-not-inc,36214,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,>50K
+80164,21,Private,399022,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,24,United-States,<=50K
+8077,33,Private,179758,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,20,United-States,<=50K
+87960,52,Private,48947,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+58292,47,Private,201865,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+70268,45,Self-emp-not-inc,319122,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,14084,0,45,United-States,>50K
+48771,34,Private,155151,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+35120,39,Private,24106,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Philippines,>50K
+71766,31,Private,257863,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+50459,19,,28967,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17856,45,Private,379393,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,45,United-States,<=50K
+3189,45,Self-emp-not-inc,152752,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,3,United-States,<=50K
+194,34,Private,154874,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,4416,0,30,United-States,<=50K
+32744,27,Private,154210,11th,7,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Male,0,0,35,India,<=50K
+68528,37,Private,335716,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+98456,20,Private,94744,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+78504,32,Private,133861,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,13550,0,48,United-States,>50K
+76481,24,Private,240137,1st-4th,2,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,Mexico,<=50K
+10901,39,Private,80004,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+88338,18,Private,109702,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+11244,62,Self-emp-not-inc,39610,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+37639,24,Private,90046,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80930,37,Private,193855,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+30916,46,Private,206889,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+51444,44,Private,86298,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59613,53,Private,149650,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,2559,48,United-States,>50K
+67755,25,Private,323139,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+90811,44,Private,237993,Prof-school,15,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,,<=50K
+91359,24,Private,36058,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+56932,61,Private,163393,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+22751,45,Local-gov,93535,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+74908,33,Self-emp-not-inc,112952,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,48,United-States,<=50K
+28011,48,Private,182541,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+42194,26,Local-gov,73392,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+66840,40,,507086,HS-grad,9,Divorced,,Not-in-family,Black,Female,0,0,32,United-States,<=50K
+69909,68,Private,195868,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+68466,24,Private,276851,HS-grad,9,Divorced,Protective-serv,Own-child,White,Female,0,1762,40,United-States,<=50K
+96097,25,,39901,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+19173,31,Local-gov,33124,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+83721,55,Private,419732,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+91445,46,Private,171095,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,38,United-States,<=50K
+63565,58,Private,199278,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,38,United-States,<=50K
+21081,56,Private,235205,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+52855,45,Federal-gov,168232,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,55,United-States,>50K
+74259,24,Private,145964,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+89431,35,Local-gov,72338,HS-grad,9,Divorced,Farming-fishing,Own-child,Asian-Pac-Islander,Male,0,0,56,United-States,<=50K
+12065,51,Private,153870,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+92391,47,Private,323798,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,55,United-States,>50K
+68894,17,Private,198830,11th,7,Never-married,Adm-clerical,Other-relative,White,Female,0,0,10,United-States,<=50K
+88555,21,Private,267040,10th,6,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+32132,45,Private,167187,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+74872,42,Private,230684,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+83536,56,Private,659558,12th,8,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95944,39,Private,181661,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+48198,31,Private,186144,7th-8th,4,Never-married,Machine-op-inspct,Not-in-family,Other,Female,0,0,40,Mexico,<=50K
+73839,20,Federal-gov,178517,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62081,65,Self-emp-not-inc,131417,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,1797,0,21,United-States,<=50K
+48415,44,Private,57233,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+99178,33,Private,379798,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4695,25,Private,122175,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+71579,38,Private,107302,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+37803,31,Local-gov,127651,10th,6,Never-married,Transport-moving,Other-relative,White,Male,0,1741,40,United-States,<=50K
+6563,33,Self-emp-not-inc,102884,Bachelors,13,Married-civ-spouse,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+57969,49,Self-emp-not-inc,241753,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+9242,28,Private,173611,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+16756,29,Private,232666,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95269,23,Private,352207,Assoc-voc,11,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+77724,37,Self-emp-not-inc,241998,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,5,United-States,>50K
+6416,52,Private,279129,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,37,United-States,>50K
+21264,27,Private,177057,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38855,47,Private,155659,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,55,United-States,>50K
+9243,21,Private,251603,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41594,41,Federal-gov,19914,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+50405,61,Private,115023,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+70800,32,Private,101709,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+88929,21,Private,313702,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50498,63,Private,250068,12th,8,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+35180,34,Private,227359,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,42,United-States,<=50K
+1674,21,State-gov,196827,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Male,0,0,10,United-States,<=50K
+87874,44,Private,118550,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,33,United-States,<=50K
+383,26,Private,285004,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,35,South,<=50K
+32389,36,Private,280169,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+43189,39,Private,144608,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,>50K
+89015,52,Private,76860,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,0,8,Philippines,<=50K
+99827,44,Self-emp-not-inc,167280,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+92685,42,Private,334783,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+84085,60,,141580,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+55959,31,Private,226443,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13191,30,Private,366065,Some-college,10,Never-married,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+66909,23,Private,225724,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,25,United-States,<=50K
+95484,81,State-gov,132204,1st-4th,2,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+11399,39,Private,258276,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,3137,0,40,,<=50K
+97985,38,Private,197711,10th,6,Divorced,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Portugal,<=50K
+76236,21,Private,30619,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+48119,28,Local-gov,335015,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25095,34,Private,61272,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74183,47,Private,106544,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89788,36,Private,144169,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+83534,27,Private,40295,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,99,United-States,<=50K
+58715,56,Private,266091,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,2907,0,52,Cuba,<=50K
+82600,57,Private,143030,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,30,,<=50K
+51033,42,State-gov,192397,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+27087,43,Private,114351,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+70960,48,,63466,HS-grad,9,Married-spouse-absent,,Unmarried,White,Female,0,0,32,United-States,<=50K
+25454,53,Private,132304,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Scotland,<=50K
+56315,58,Private,128162,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+73957,19,Private,125938,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+83914,37,Private,170174,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,46,United-States,>50K
+69476,41,Self-emp-not-inc,203451,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+34199,31,Private,109917,7th-8th,4,Separated,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+369,31,Private,114937,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+75782,53,Local-gov,231196,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+44145,19,Private,238474,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+18155,56,Private,314149,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+88703,55,Federal-gov,31728,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+53006,51,Private,360131,5th-6th,3,Married-civ-spouse,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+67333,62,Private,141308,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38742,43,Private,83411,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+46583,45,,119835,7th-8th,4,Divorced,,Not-in-family,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+14358,28,Local-gov,296537,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+52317,46,Private,193047,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+85701,62,State-gov,39630,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+60287,57,Local-gov,213975,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+80196,60,Local-gov,259803,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+33586,23,Federal-gov,55465,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81684,47,Private,181307,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+69952,21,Private,211301,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,8,United-States,<=50K
+32634,51,Private,200450,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+6244,61,Local-gov,176731,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+10113,52,Self-emp-not-inc,140985,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,99999,0,30,United-States,>50K
+78578,76,Private,125784,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+78090,24,Private,152176,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,39,United-States,<=50K
+87803,31,Self-emp-not-inc,111423,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+22415,43,Private,130126,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+29534,58,Federal-gov,30111,Some-college,10,Widowed,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+30197,18,,214989,Some-college,10,Never-married,,Own-child,White,Female,0,1602,24,United-States,<=50K
+30743,19,Private,272800,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+60779,44,Private,195881,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Female,0,0,45,United-States,<=50K
+72318,41,Local-gov,170924,Some-college,10,Never-married,Prof-specialty,Other-relative,White,Male,0,0,7,United-States,<=50K
+26207,21,Private,131473,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,20,Vietnam,<=50K
+81522,40,Private,149466,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+5793,25,Private,190418,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,Canada,<=50K
+39623,62,Local-gov,167889,Doctorate,16,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,Iran,<=50K
+1686,42,Private,177989,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20471,35,Private,186035,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73190,19,Private,195805,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+55166,60,Private,54800,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+5503,20,Private,100605,HS-grad,9,Never-married,Sales,Own-child,Other,Male,0,0,40,Puerto-Rico,<=50K
+46044,23,Private,253190,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,25,United-States,<=50K
+26760,18,Private,203301,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+14103,40,Private,175696,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+29514,19,Private,278304,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+81694,51,Private,93193,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+11936,41,Local-gov,158688,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+16894,18,Private,327612,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+50554,41,Private,210844,Some-college,10,Married-spouse-absent,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+74659,27,Private,147340,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+8272,71,Self-emp-not-inc,130436,1st-4th,2,Divorced,Craft-repair,Not-in-family,White,Female,0,0,28,United-States,<=50K
+5629,25,Private,206600,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,El-Salvador,<=50K
+33930,73,Private,284680,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+65407,45,Private,127738,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+81254,25,Private,213412,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+8255,50,Private,287927,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,16,United-States,<=50K
+38835,44,Private,249332,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Ecuador,<=50K
+46442,44,Local-gov,290403,Assoc-voc,11,Divorced,Protective-serv,Own-child,White,Female,0,0,40,Cuba,<=50K
+55513,49,Private,54772,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,45,United-States,>50K
+84681,44,Self-emp-inc,56651,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+99473,42,Federal-gov,178470,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92091,20,Private,62865,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,45,United-States,<=50K
+75391,66,Private,107196,HS-grad,9,Widowed,Tech-support,Not-in-family,White,Female,0,0,18,United-States,<=50K
+79429,19,Private,86860,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,15,United-States,<=50K
+38846,60,Private,130684,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+92153,46,Private,164682,Assoc-voc,11,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14151,42,Private,198316,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+91481,59,Private,261816,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,52,Outlying-US(Guam-USVI-etc),<=50K
+76919,58,Private,280309,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,60,United-States,>50K
+32061,47,Private,97176,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+73839,58,Private,95835,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,36,United-States,<=50K
+20011,69,,323016,Bachelors,13,Married-civ-spouse,,Husband,White,Male,99999,0,40,United-States,>50K
+96822,17,,280670,10th,6,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+76993,19,Private,136306,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,24,United-States,<=50K
+63250,28,Private,65171,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,70,United-States,<=50K
+94159,37,Private,25864,HS-grad,9,Separated,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+98581,30,Private,149531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+34250,36,Private,33887,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35442,45,Private,172822,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,2824,76,United-States,>50K
+61585,59,Private,106748,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,99,United-States,<=50K
+40286,45,Private,131826,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+19209,53,Local-gov,216691,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,10520,0,40,United-States,>50K
+86166,37,Private,133328,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+90027,26,Private,164737,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62023,53,Local-gov,99064,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23865,44,State-gov,59460,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+44190,27,Private,208725,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+42651,22,Private,138513,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+70746,41,Private,121055,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32444,53,Private,149784,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8036,58,Private,114495,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+26359,34,,133278,12th,8,Separated,,Unmarried,Black,Female,0,0,53,United-States,<=50K
+90799,32,Private,212276,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+82844,32,Private,440129,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,38,Mexico,<=50K
+32805,47,Private,98012,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+95412,27,Private,145284,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+82271,25,Private,177147,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12656,40,Private,141537,10th,6,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+39179,36,Self-emp-not-inc,48093,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,92,United-States,<=50K
+8146,23,Local-gov,314819,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+55850,44,Private,123572,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+89388,19,Private,170800,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,60,United-States,<=50K
+94332,42,Private,332401,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80941,60,Self-emp-not-inc,193038,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,15,United-States,<=50K
+69807,41,Private,351161,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1848,45,United-States,>50K
+89904,45,Federal-gov,106910,HS-grad,9,Never-married,Transport-moving,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+71991,67,,163726,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,49,United-States,<=50K
+75050,36,Self-emp-not-inc,609935,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,48,,<=50K
+22762,52,State-gov,314627,Masters,14,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+96091,28,Private,115945,Doctorate,16,Never-married,Adm-clerical,Own-child,White,Male,0,0,18,United-States,<=50K
+67495,83,Self-emp-inc,272248,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+61876,17,Private,167878,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+1242,27,Private,176972,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11642,35,Self-emp-not-inc,31095,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+28501,40,Private,130834,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27652,23,Private,207415,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,<=50K
+38071,51,Local-gov,264457,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+78275,51,Private,340588,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,54,Mexico,<=50K
+85061,82,,42435,10th,6,Widowed,,Not-in-family,White,Male,0,0,20,United-States,<=50K
+5896,28,Private,107411,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+17469,53,Private,290640,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,Germany,>50K
+69476,29,Private,106179,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,Canada,<=50K
+93149,19,Private,247679,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+92632,30,Private,171598,Bachelors,13,Married-spouse-absent,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+46691,23,Private,234460,7th-8th,4,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,Dominican-Republic,<=50K
+50557,66,Private,196674,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,>50K
+90019,27,Private,182540,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60493,35,Private,172694,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+31871,17,Private,29571,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+47476,27,Private,130438,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56274,27,Private,213421,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+73363,44,Local-gov,189956,Bachelors,13,Married-civ-spouse,Protective-serv,Wife,Black,Female,15024,0,40,United-States,>50K
+22034,64,Private,133144,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+85998,62,Self-emp-inc,24050,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+69389,26,Private,276967,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+75039,40,Private,184857,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+46182,40,Private,145160,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+46757,35,Private,192251,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+65755,25,Private,190650,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+21162,52,Local-gov,255927,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+93058,46,Private,99086,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+59423,30,Private,216811,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+3322,52,Private,110563,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+41259,28,Private,120471,HS-grad,9,Never-married,Transport-moving,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+82132,17,Private,183066,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+32306,46,State-gov,298786,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+19192,45,Private,297884,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+52597,21,Private,253612,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,1055,0,32,United-States,<=50K
+57345,18,Self-emp-not-inc,207438,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+14783,17,Private,148522,11th,7,Never-married,Other-service,Own-child,White,Male,0,1721,15,United-States,<=50K
+46669,90,Private,139660,Some-college,10,Divorced,Sales,Unmarried,Black,Female,0,0,37,United-States,<=50K
+56046,23,Private,165474,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83326,41,Private,120277,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+41105,19,Self-emp-not-inc,67929,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+32166,69,Private,229418,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+73925,23,Federal-gov,41356,Assoc-acdm,12,Never-married,Exec-managerial,Unmarried,White,Female,0,0,32,United-States,<=50K
+19858,28,Private,185127,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,54,United-States,<=50K
+21278,37,Private,109133,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1977,45,United-States,>50K
+30928,57,Private,148315,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+75185,30,Local-gov,145692,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Male,0,1974,40,United-States,<=50K
+18143,48,Private,210424,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,914,0,40,United-States,<=50K
+13697,73,Private,198526,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,32,United-States,<=50K
+63880,25,Private,521400,5th-6th,3,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+97276,33,Private,100882,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+62833,36,Private,124818,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+86825,28,Private,190836,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+80093,57,Private,71367,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+35347,31,Private,303032,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47898,35,,98989,9th,5,Divorced,,Own-child,Amer-Indian-Eskimo,Male,0,0,38,United-States,<=50K
+38278,40,State-gov,390781,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,48,United-States,<=50K
+50960,32,Private,54782,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+79441,35,,202683,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80935,26,Private,213081,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+29918,27,Self-emp-inc,89718,Some-college,10,Separated,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+8093,17,Private,225106,10th,6,Never-married,Other-service,Own-child,White,Female,0,1602,18,United-States,<=50K
+95734,29,Private,253262,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10842,18,Private,78181,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+35162,20,Private,158206,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+60948,69,,337720,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+39552,18,State-gov,391257,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17108,56,Private,134756,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+23943,40,Private,183404,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,8,United-States,<=50K
+26855,46,Private,192793,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36341,41,Private,203943,12th,8,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,,<=50K
+32446,53,Private,89400,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+70186,50,Private,237868,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+6177,23,Private,139187,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+26899,40,Private,126701,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+82003,54,Self-emp-inc,172175,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+49553,45,Private,164210,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26230,53,Local-gov,608184,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+70214,17,,198797,11th,7,Never-married,,Own-child,White,Male,0,0,20,Peru,<=50K
+80824,50,Local-gov,425804,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+86285,22,,117618,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+53510,30,Private,119164,Bachelors,13,Never-married,Other-service,Unmarried,White,Male,0,0,40,,<=50K
+90736,40,Self-emp-inc,92036,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5933,36,State-gov,77146,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32988,25,Self-emp-not-inc,191803,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+33628,29,Private,54932,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+28708,29,Private,251694,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+67192,22,Private,268145,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39027,56,Private,104842,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,50,Haiti,<=50K
+69978,60,Local-gov,227332,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+722,37,Private,212512,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3464,0,50,United-States,<=50K
+12904,53,Private,133436,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60989,23,State-gov,309055,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+56508,18,Private,59202,HS-grad,9,Never-married,Priv-house-serv,Other-relative,White,Female,0,0,10,United-States,<=50K
+31995,36,Private,32709,Some-college,10,Divorced,Sales,Not-in-family,White,Female,3325,0,45,United-States,<=50K
+3843,67,Self-emp-inc,73559,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,50,United-States,>50K
+72234,31,Private,117963,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,60,United-States,<=50K
+93704,26,Private,169121,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+52542,18,Private,308889,11th,7,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+34437,45,Local-gov,144940,Masters,14,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+68841,64,Private,102041,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+79845,26,Private,335998,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+80250,53,Private,29557,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7576,27,Private,210313,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,28,Guatemala,<=50K
+58597,32,Private,190784,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+56343,49,Self-emp-not-inc,107597,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,14084,0,30,United-States,>50K
+94011,59,Private,97168,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+26379,44,Private,155930,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+74443,61,Self-emp-not-inc,181033,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+22064,41,,344572,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+17738,46,State-gov,170165,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+39335,32,Private,178835,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62189,29,Private,118230,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48542,48,Private,149640,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27000,32,Private,30271,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+91445,21,Private,154165,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,35,United-States,<=50K
+83179,50,Self-emp-not-inc,341797,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+37441,44,Local-gov,145246,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+67289,51,Private,280093,HS-grad,9,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+5214,42,Private,373469,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+754,27,Private,199172,Bachelors,13,Never-married,Protective-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+99198,70,Self-emp-not-inc,177199,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,3,United-States,<=50K
+91850,33,Private,258932,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86606,65,Self-emp-not-inc,139960,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,10605,0,60,United-States,>50K
+89880,39,Private,258037,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,,<=50K
+51752,32,Private,116677,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96715,30,Private,59496,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+70896,43,Self-emp-inc,34218,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+94,31,Private,200246,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+54051,64,Federal-gov,316246,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+35541,37,Local-gov,239161,Some-college,10,Separated,Protective-serv,Own-child,Other,Male,0,0,52,United-States,<=50K
+81052,49,Self-emp-not-inc,173411,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18305,29,Private,259226,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+71839,35,Local-gov,195516,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49629,37,Private,200598,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1740,45,United-States,<=50K
+8788,42,State-gov,160369,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+89584,21,,415913,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+40032,23,Private,147253,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46420,35,Local-gov,199674,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+93444,29,State-gov,198493,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+18425,23,Private,377121,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+66246,21,Private,400635,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,,<=50K
+26430,45,Private,513660,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72952,24,,175069,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+6745,38,Private,82552,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,594,0,50,United-States,<=50K
+40900,28,,78388,10th,6,Never-married,,Own-child,White,Female,0,0,38,United-States,<=50K
+36598,23,Private,171705,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+79952,39,Self-emp-not-inc,315640,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,60,Iran,<=50K
+77363,45,Private,266860,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+16236,68,Private,192829,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+23257,60,Federal-gov,237317,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Male,4934,0,40,United-States,>50K
+51698,38,State-gov,110426,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,,>50K
+28543,41,Private,327606,12th,8,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+80902,48,Private,34845,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+81765,33,Private,58582,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+86532,48,Private,155659,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24522,23,Local-gov,210029,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+69062,26,Private,381618,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+39952,55,Self-emp-inc,298449,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+83365,35,State-gov,226789,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,<=50K
+77997,52,Private,210736,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,55,United-States,>50K
+62046,46,State-gov,111163,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+73878,72,,76860,HS-grad,9,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,1,United-States,<=50K
+6334,18,Private,92112,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+57531,62,Local-gov,136787,HS-grad,9,Divorced,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+84207,22,Private,29810,Some-college,10,Never-married,Transport-moving,Own-child,White,Female,0,0,30,United-States,<=50K
+46773,40,Private,360884,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,40,United-States,>50K
+65678,26,Private,266022,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+50861,35,Private,142874,Assoc-acdm,12,Married-spouse-absent,Sales,Own-child,Black,Female,0,0,36,United-States,<=50K
+5788,25,Self-emp-not-inc,72338,HS-grad,9,Never-married,Sales,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+36936,46,,177305,Assoc-voc,11,Married-civ-spouse,,Wife,Black,Female,0,0,35,United-States,>50K
+60453,39,Private,165106,Bachelors,13,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,1564,50,,>50K
+54277,41,Private,424478,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,45,United-States,>50K
+71659,59,Private,189721,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Italy,>50K
+37459,37,Private,34180,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46528,38,Private,183279,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+39000,33,Private,35309,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+68108,23,Private,259109,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Puerto-Rico,<=50K
+19710,67,Self-emp-not-inc,148690,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Male,18481,0,2,United-States,>50K
+90981,60,Private,125019,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,48,United-States,>50K
+6133,39,Self-emp-inc,172538,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+45799,32,Self-emp-not-inc,410615,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,60,United-States,>50K
+51539,26,Private,322547,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+77337,39,Private,300760,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,50,United-States,<=50K
+69658,28,Private,232782,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94996,29,Private,174645,11th,7,Divorced,Craft-repair,Unmarried,White,Female,0,0,52,United-States,<=50K
+82840,43,Private,164693,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+6816,23,Private,206861,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,25,United-States,<=50K
+40653,32,Private,195602,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,45,United-States,>50K
+97981,33,Self-emp-not-inc,422960,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,60,United-States,>50K
+37423,45,Private,116360,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+53667,48,Private,278530,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+70901,43,Local-gov,188291,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+53932,50,Self-emp-not-inc,163948,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+16545,63,Private,64544,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,>50K
+45608,55,Private,101468,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+55192,22,Private,107882,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,35,United-States,<=50K
+90149,32,Self-emp-not-inc,182691,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,60,United-States,<=50K
+49437,27,Private,203776,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+58784,22,Private,201268,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+8092,44,Private,29762,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,68,United-States,<=50K
+68233,34,Private,186346,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18166,28,Private,196690,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86834,40,Private,99604,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,24,United-States,>50K
+4053,45,Private,194772,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+88039,17,Private,95446,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+74681,53,Self-emp-not-inc,257126,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+74228,58,Private,194733,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+46875,55,Self-emp-not-inc,98361,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+75323,44,Local-gov,124924,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+52077,40,Self-emp-not-inc,111971,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+96950,58,Self-emp-not-inc,130714,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+9656,38,Private,208358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+93510,62,Private,147627,9th,5,Never-married,Priv-house-serv,Not-in-family,Black,Female,1055,0,22,United-States,<=50K
+70877,31,Private,149507,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,3464,0,38,United-States,<=50K
+20988,31,Private,164870,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+34860,30,Private,236861,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,1876,45,United-States,<=50K
+55683,37,Private,220314,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+13318,38,Local-gov,329980,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1876,40,Canada,<=50K
+15408,58,Local-gov,318537,12th,8,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+99322,30,Private,183284,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+94506,28,Private,334368,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,4650,0,40,United-States,<=50K
+47406,46,Private,109227,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,70,United-States,<=50K
+97425,34,Private,118551,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54985,39,Self-emp-inc,163057,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,99,United-States,<=50K
+6961,61,Self-emp-inc,253101,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+20292,30,Self-emp-not-inc,20098,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91025,31,Private,196227,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73233,21,Private,175374,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+88690,50,Private,234037,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,58,United-States,<=50K
+52940,47,Private,341762,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,33,United-States,<=50K
+1072,20,Private,174714,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+8678,23,Private,222835,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+15928,46,Private,251786,1st-4th,2,Separated,Other-service,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+82685,20,Private,164219,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+46365,33,Private,251120,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+31458,30,Private,236993,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+58166,43,Local-gov,105896,Some-college,10,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+55220,23,Private,211527,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,60,United-States,<=50K
+84620,34,Private,317809,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,,>50K
+6292,25,Private,185287,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84267,50,Private,31014,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+11350,44,Private,151985,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,24,United-States,>50K
+7241,26,Private,89389,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29675,35,Private,406051,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,80,United-States,>50K
+38975,48,Self-emp-not-inc,171986,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+23869,26,Private,167848,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+25948,41,Local-gov,213019,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+4527,25,Private,211424,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+68236,33,Private,168981,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+44431,24,Private,122348,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+18918,31,Private,139753,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37369,24,Local-gov,176178,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Female,0,0,2,United-States,<=50K
+67736,41,Private,145220,9th,5,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,40,Columbia,<=50K
+44425,38,Local-gov,188612,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+31177,19,Private,445728,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81951,19,Private,318002,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+86617,24,Private,235722,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71847,59,,367984,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+36912,67,Private,212705,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+6317,49,Private,411273,10th,6,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+52859,35,Private,103986,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+87703,44,Private,203761,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+20716,58,,266792,Some-college,10,Married-civ-spouse,,Husband,White,Male,99999,0,40,United-States,>50K
+3271,22,Private,116800,Assoc-acdm,12,Never-married,Protective-serv,Own-child,White,Male,0,0,60,United-States,<=50K
+27344,21,State-gov,99199,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,10,United-States,<=50K
+40944,50,Private,162327,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+65793,44,Local-gov,100479,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+9207,36,Local-gov,32587,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+25214,30,Federal-gov,321990,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,48,Cuba,>50K
+85893,52,Private,108914,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+52469,35,Self-emp-not-inc,61343,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,90,United-States,<=50K
+7444,48,Local-gov,81154,Assoc-voc,11,Never-married,Protective-serv,Unmarried,White,Male,0,0,48,United-States,<=50K
+34455,23,Private,162945,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,2377,40,United-States,<=50K
+66519,37,Private,225504,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+65656,44,Self-emp-inc,191712,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,55,United-States,>50K
+92041,44,Private,176063,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+40447,36,Private,198587,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14440,26,State-gov,34965,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,12,United-States,<=50K
+99553,31,Self-emp-inc,467108,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+84918,23,,263899,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,12,England,<=50K
+10217,29,Private,204984,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+55174,53,Private,217568,HS-grad,9,Widowed,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47953,52,Private,48343,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+19746,55,Private,193130,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1887,40,United-States,>50K
+39466,31,Private,253354,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+29211,19,,258026,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,16,United-States,<=50K
+98845,64,,211360,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+16217,55,Private,191367,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+63102,48,Private,148995,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+67939,20,Private,123901,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+53928,50,Local-gov,117496,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,30,United-States,>50K
+35959,45,Self-emp-inc,32356,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,51,United-States,<=50K
+78495,17,Private,206506,10th,6,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,10,El-Salvador,<=50K
+57866,38,Private,218729,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+42851,43,Private,52498,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+15180,22,Private,136767,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+36321,63,Private,219540,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50105,36,Private,114059,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+53690,56,Private,247337,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+35116,43,State-gov,310969,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+81232,41,Private,171546,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+63132,41,Private,217455,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+65992,36,Private,410489,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+35943,59,Private,146391,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+88884,46,Local-gov,165484,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+46016,23,Private,184271,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+67016,46,Self-emp-not-inc,231347,Some-college,10,Separated,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+36592,53,Private,95469,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,40,United-States,>50K
+58946,47,Private,244025,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,0,0,56,Puerto-Rico,<=50K
+99769,46,Federal-gov,46537,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21958,47,Private,205730,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,>50K
+22561,29,Private,383745,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,30,United-States,>50K
+5035,32,Private,328199,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+26237,90,Private,84553,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+43529,63,Private,221072,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,49,,<=50K
+98626,23,Private,123983,Assoc-voc,11,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+68676,76,,191024,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+78261,23,Private,167868,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34020,44,Private,225879,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Other,Female,0,0,30,Mexico,>50K
+80952,81,Self-emp-inc,247232,10th,6,Married-civ-spouse,Exec-managerial,Wife,White,Female,2936,0,28,United-States,<=50K
+30178,17,Private,143791,10th,6,Never-married,Other-service,Own-child,Black,Female,0,0,12,United-States,<=50K
+8393,56,Private,177271,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+1409,58,Federal-gov,129786,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25711,45,Private,31339,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+9793,25,Private,236267,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+63588,36,Private,130620,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,35,Philippines,>50K
+18214,32,Private,208180,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,24,United-States,>50K
+88239,25,Private,292058,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+1705,29,Federal-gov,142712,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+78695,23,Private,119665,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+81220,41,Private,116825,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+52358,48,State-gov,201177,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+68543,29,Private,118337,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+87925,27,,173800,Masters,14,Never-married,,Unmarried,Asian-Pac-Islander,Male,0,0,20,Taiwan,<=50K
+27707,55,Private,289257,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86622,30,Private,190912,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,1651,40,Vietnam,<=50K
+81547,45,Private,140581,Some-college,10,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+74240,50,Private,174102,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,Puerto-Rico,<=50K
+54674,22,Private,316509,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+97632,80,Local-gov,20101,HS-grad,9,Widowed,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,32,United-States,<=50K
+13524,30,Private,187279,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,44,United-States,<=50K
+21461,20,Private,259496,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+31107,29,Self-emp-not-inc,181466,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+19802,56,Private,178202,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84165,63,Private,188976,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+70796,20,Private,203027,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+49587,38,State-gov,142022,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+79890,31,Private,119033,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91928,21,Private,216181,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+18955,47,Private,178341,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,46,United-States,>50K
+8517,25,Local-gov,244408,Bachelors,13,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+8102,31,Private,198953,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+7324,28,Private,173110,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63179,38,Private,66326,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,<=50K
+61781,30,Local-gov,181091,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+76369,39,Self-emp-inc,135500,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+88369,27,Private,133929,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,,<=50K
+9919,26,Private,86483,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17355,47,Private,167787,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+33283,27,Self-emp-not-inc,208577,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,2258,50,United-States,<=50K
+66719,43,Private,216697,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Other,Male,0,0,32,United-States,<=50K
+23976,32,Local-gov,118457,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,<=50K
+15579,20,Private,298635,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,30,Philippines,<=50K
+65302,21,Local-gov,212780,12th,8,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,20,United-States,<=50K
+7737,32,Private,159187,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+15098,37,Private,237995,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+15338,45,Private,160724,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+72845,37,Self-emp-inc,183800,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+27181,54,,185936,9th,5,Divorced,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+74681,24,Private,161198,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,25,United-States,<=50K
+39290,28,,113635,11th,7,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+73852,23,Private,214542,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+51229,54,,172991,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+27734,40,Private,203761,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+8919,38,Private,161141,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+69969,71,Private,180117,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+49098,51,Private,317396,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+43918,52,Self-emp-not-inc,237868,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,5,United-States,<=50K
+48646,30,Private,323069,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27724,34,Private,181091,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+1656,38,Private,309122,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23885,43,Federal-gov,105936,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,13550,0,40,United-States,>50K
+12187,43,Private,40024,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,42,United-States,<=50K
+87522,36,Federal-gov,192443,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,13550,0,40,United-States,>50K
+86155,24,State-gov,184216,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+34994,29,,256211,1st-4th,2,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+76219,55,Private,205422,10th,6,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+16366,51,Private,22211,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,60,United-States,>50K
+48404,43,Local-gov,196308,HS-grad,9,Divorced,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+76124,28,Private,389713,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41506,54,Private,82566,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+90126,47,Private,199058,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+6408,47,Private,160440,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+42753,47,Private,76034,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,57,United-States,>50K
+99448,38,Private,188503,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,6497,0,35,United-States,<=50K
+1743,60,Self-emp-not-inc,92845,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+70564,19,Private,29083,HS-grad,9,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+85061,22,Private,234474,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,25,United-States,<=50K
+98897,55,Local-gov,107308,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+79659,44,Private,111891,Some-college,10,Separated,Sales,Other-relative,Black,Female,0,0,35,United-States,<=50K
+76011,53,Self-emp-not-inc,145419,1st-4th,2,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,67,Italy,>50K
+75178,44,Local-gov,193425,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,4386,0,40,United-States,>50K
+93724,28,Federal-gov,188278,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45332,30,Local-gov,303485,Some-college,10,Never-married,Transport-moving,Unmarried,Black,Female,0,0,40,United-States,<=50K
+37263,39,Local-gov,67187,HS-grad,9,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+96840,43,State-gov,114508,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+96675,24,Private,204172,Bachelors,13,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+24067,27,Local-gov,162973,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+71211,64,Self-emp-not-inc,192695,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,Canada,<=50K
+1605,41,Local-gov,89172,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+59074,28,Private,163320,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+96058,61,Private,128230,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+41868,27,Private,246440,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+27204,49,Private,50567,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+53394,20,Private,117476,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83035,41,Private,315834,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+80999,28,Local-gov,214881,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19643,36,Private,195516,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49395,44,Self-emp-not-inc,218653,Bachelors,13,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+55438,51,Private,87205,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,20,United-States,>50K
+37047,40,Private,164647,Some-college,10,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,38,United-States,<=50K
+45177,19,Private,129151,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25055,54,Private,319697,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+33181,55,Self-emp-not-inc,193374,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65534,57,Private,167864,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53170,29,Private,197932,Some-college,10,Separated,Priv-house-serv,Not-in-family,White,Female,0,0,30,Guatemala,<=50K
+60446,51,Private,102904,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,43,United-States,<=50K
+16378,44,Private,216907,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+64201,35,Local-gov,331395,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,42,United-States,<=50K
+28640,40,Private,171424,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38109,46,Private,35406,7th-8th,4,Separated,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+58169,25,Private,238964,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+83992,33,Private,213002,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1408,36,United-States,<=50K
+67188,32,Private,27882,Some-college,10,Never-married,Machine-op-inspct,Other-relative,White,Female,0,2205,40,Holand-Netherlands,<=50K
+26648,22,Private,340543,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43147,39,Private,70240,Some-college,10,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+97272,18,Self-emp-not-inc,87169,HS-grad,9,Never-married,Farming-fishing,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+61558,43,Private,253759,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,45,United-States,<=50K
+75740,46,Private,194431,HS-grad,9,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+14003,63,Private,137843,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,48,United-States,>50K
+98401,40,,170649,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+56768,59,Private,182460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+12615,40,Local-gov,26929,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31671,23,Private,399022,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+99331,64,,50171,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+60179,36,Private,218490,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+73531,48,Private,164423,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+75931,43,Private,124436,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+18082,18,Private,60981,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+39260,17,Private,70868,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,16,United-States,<=50K
+3889,36,Private,150601,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,<=50K
+1873,53,Private,228500,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+7737,36,State-gov,76767,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,39,United-States,<=50K
+59907,20,Private,218178,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39732,22,Private,615367,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+97853,34,Private,150324,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+94744,39,Private,51264,11th,7,Divorced,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+89125,57,Private,197642,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10919,30,Private,229895,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+89903,37,Private,167415,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+7629,51,Private,166934,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+13685,38,Private,305597,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+1362,34,Private,301591,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,35,United-States,<=50K
+84241,47,Federal-gov,229646,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Female,0,0,40,Puerto-Rico,<=50K
+19262,28,Self-emp-not-inc,51461,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+51355,25,Private,206600,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,24,Nicaragua,<=50K
+82444,25,Private,176836,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+20983,50,Private,204447,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,65,United-States,>50K
+38781,50,Private,33304,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+86790,43,Private,174051,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+99627,27,Private,38918,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,1876,75,United-States,<=50K
+33139,32,Private,170017,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+91788,44,Private,98466,10th,6,Never-married,Farming-fishing,Unmarried,White,Male,0,0,35,United-States,<=50K
+2359,19,Private,188864,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,20,United-States,<=50K
+58270,53,Self-emp-inc,137815,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+58314,21,Private,43475,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27179,26,Private,557236,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21049,68,Private,32779,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,419,12,United-States,<=50K
+51091,31,Private,161765,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,2051,57,United-States,<=50K
+25396,32,Private,207668,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Male,0,2444,50,United-States,>50K
+31215,33,Private,171215,Masters,14,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+13779,49,,52590,HS-grad,9,Never-married,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+43611,24,Private,183751,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+42125,30,Private,149507,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,<=50K
+5267,49,Private,98092,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+57624,18,Private,123714,11th,7,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+92732,30,State-gov,190385,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,<=50K
+23422,51,Private,334273,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76555,52,Private,343440,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+45410,52,Private,208302,HS-grad,9,Divorced,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+41536,23,Local-gov,280164,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,32,United-States,<=50K
+42462,23,Self-emp-not-inc,174714,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+76174,36,Private,184655,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+42096,19,Private,140459,11th,7,Never-married,Craft-repair,Other-relative,White,Male,0,0,25,United-States,<=50K
+78767,53,Self-emp-not-inc,108815,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+99991,17,Private,152652,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+73102,69,Private,269499,HS-grad,9,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,8,United-States,<=50K
+63197,46,Local-gov,33373,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+40005,33,Private,243674,HS-grad,9,Separated,Tech-support,Not-in-family,White,Male,0,0,46,United-States,<=50K
+56017,40,Private,225432,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+23227,56,Private,215839,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,,<=50K
+21255,29,Local-gov,195520,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+2475,41,Private,70092,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+565,22,Private,189888,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+61114,28,Private,64307,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69375,31,Private,94235,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+63268,35,Private,62333,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87857,38,Private,260997,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+67730,17,Private,146268,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+72516,39,Private,147258,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95270,27,Self-emp-not-inc,207948,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+20418,50,Private,180607,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+57526,56,Local-gov,104996,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13693,80,Self-emp-not-inc,562336,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+63603,38,Self-emp-not-inc,334366,Some-college,10,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,15,United-States,<=50K
+93040,52,State-gov,142757,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+9084,26,Local-gov,220656,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,38,England,<=50K
+77215,43,Private,96483,HS-grad,9,Divorced,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+57750,45,Private,51744,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,42,United-States,<=50K
+26900,41,Self-emp-inc,114967,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+89401,30,Private,393965,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+99270,24,Private,41838,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,40,United-States,<=50K
+51693,43,Local-gov,143046,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+64667,44,Private,209174,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+97351,54,Private,183248,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+51362,23,Private,102942,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,2258,40,United-States,>50K
+57674,33,Self-emp-not-inc,427474,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+45843,18,Private,338632,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+10339,38,Private,89559,Some-college,10,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,Germany,<=50K
+56133,41,Self-emp-not-inc,32533,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+45849,22,,255969,12th,8,Never-married,,Not-in-family,White,Male,0,0,48,United-States,<=50K
+70732,66,Self-emp-inc,112376,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+60487,70,,346053,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+43761,58,Self-emp-not-inc,147653,10th,6,Married-civ-spouse,Craft-repair,Wife,White,Female,0,1977,35,,>50K
+87151,60,Self-emp-not-inc,44915,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,10,United-States,<=50K
+31282,24,Local-gov,111450,10th,6,Never-married,Craft-repair,Unmarried,Black,Male,0,0,65,Haiti,<=50K
+17986,61,Private,171429,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+75607,35,Local-gov,190964,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8602,19,Private,109005,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+42618,52,Private,404453,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+71282,38,Self-emp-not-inc,280169,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+96697,39,Self-emp-not-inc,163204,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89752,33,Self-emp-not-inc,192256,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+44024,52,Private,181755,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+39737,41,Private,183105,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,44,Cuba,<=50K
+94818,37,Private,335168,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+74048,38,Local-gov,86643,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+90413,27,Private,180262,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7324,38,Private,127865,Masters,14,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+75215,38,Self-emp-not-inc,146042,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,3103,0,60,United-States,>50K
+90162,49,Self-emp-not-inc,102110,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,>50K
+47175,38,Private,152237,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,,>50K
+78495,22,Private,202745,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,55,United-States,<=50K
+95212,40,Federal-gov,199303,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+91792,20,Private,266467,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82511,34,Federal-gov,345259,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,99,United-States,<=50K
+29680,24,Private,204935,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,56,United-States,<=50K
+7966,58,Federal-gov,244830,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,4787,0,40,United-States,>50K
+29691,24,Private,190457,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+32953,43,Private,180138,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+11588,38,Private,166585,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+52733,42,Private,29962,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95513,27,Private,191129,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47791,18,Private,378707,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+28210,37,Private,116358,HS-grad,9,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,27828,0,48,United-States,>50K
+65344,48,Private,240629,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+20199,40,Private,233320,7th-8th,4,Separated,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+71664,50,Self-emp-inc,302708,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7688,0,50,Japan,>50K
+32274,57,Private,29375,HS-grad,9,Separated,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+19808,36,Local-gov,137314,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+22634,41,Private,140886,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+76501,90,Private,226968,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+89808,66,Private,151793,7th-8th,4,Widowed,Other-service,Not-in-family,Black,Female,0,0,10,United-States,<=50K
+39874,34,Self-emp-not-inc,56460,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,2179,12,United-States,<=50K
+82584,23,Private,72887,HS-grad,9,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,1,Vietnam,<=50K
+1350,35,Private,261646,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,55,United-States,<=50K
+12490,32,Private,178615,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,40,United-States,<=50K
+18939,33,Private,295589,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,>50K
+91039,32,Self-emp-inc,377836,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+45283,31,Private,56510,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+98480,32,Self-emp-not-inc,337696,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+46576,40,Private,183765,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+37837,27,Self-emp-not-inc,107846,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,30,United-States,<=50K
+71275,34,Local-gov,22641,HS-grad,9,Never-married,Protective-serv,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+4780,35,Private,204590,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,>50K
+32348,29,Private,114801,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+59446,41,Private,190591,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+57604,33,State-gov,220066,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,48,United-States,>50K
+75439,22,,228480,HS-grad,9,Married-civ-spouse,,Own-child,White,Female,0,0,20,United-States,<=50K
+47282,52,Private,128378,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+59623,20,Private,157595,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76962,18,Local-gov,152171,11th,7,Never-married,Protective-serv,Own-child,White,Male,0,0,10,United-States,<=50K
+36645,63,Private,339755,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+83466,49,Private,240841,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+14972,58,Private,94345,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+66357,23,Self-emp-not-inc,289116,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+40210,59,Private,176647,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77941,49,Self-emp-not-inc,79627,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+20783,23,Local-gov,210781,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+59242,17,,161981,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+35041,20,Private,493443,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79266,36,Private,86459,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+16345,64,Private,312242,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,3,United-States,<=50K
+19599,34,Private,185408,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94245,63,Private,101077,Assoc-acdm,12,Married-spouse-absent,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,<=50K
+15243,51,Private,147200,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+146,40,State-gov,166327,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+21084,55,Private,178644,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+17452,35,Private,126675,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,46,,<=50K
+72307,30,Private,158420,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,25,United-States,<=50K
+55152,47,,83046,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,18,United-States,<=50K
+85538,29,Private,46609,10th,6,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,,<=50K
+14036,17,,170320,11th,7,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+2653,32,Self-emp-not-inc,37232,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+49707,55,Private,141877,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+69374,47,Local-gov,81654,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,56,United-States,>50K
+81532,50,Private,177705,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57170,42,Private,124792,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,7688,0,45,United-States,>50K
+91174,32,Self-emp-not-inc,129497,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+10764,60,Private,114413,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+85656,53,Private,189511,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89053,58,Private,111625,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Male,8614,0,40,United-States,>50K
+43186,45,Private,246431,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+1104,31,Private,147654,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+27156,32,Self-emp-not-inc,443546,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76813,37,Private,281751,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+13925,28,Private,263128,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+86251,26,Private,292692,12th,8,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+41391,47,Self-emp-inc,96798,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+72636,34,Private,430554,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+53521,42,Private,317078,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+61294,48,Private,108557,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,99999,0,40,United-States,>50K
+34905,32,Private,207400,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+16664,35,Private,187089,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,42,United-States,>50K
+26118,46,Local-gov,398986,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,52,United-States,>50K
+45486,38,Private,238980,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+90693,49,,407495,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Male,0,0,70,United-States,<=50K
+26650,35,Private,183800,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+73133,61,,226989,HS-grad,9,Divorced,,Not-in-family,White,Male,4865,0,40,United-States,<=50K
+79731,45,Private,287190,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+50044,31,Private,111363,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85978,52,Self-emp-inc,260938,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+93908,20,Private,183594,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+81899,64,,49194,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+75626,20,,117618,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+5241,24,Private,172496,Masters,14,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+56860,29,Private,389713,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+38828,23,Private,174413,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3413,34,State-gov,189843,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+67578,54,Private,198546,Masters,14,Widowed,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+55414,21,Private,82497,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+97941,23,Private,193090,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+69304,79,Private,172220,7th-8th,4,Widowed,Priv-house-serv,Not-in-family,White,Female,2964,0,30,United-States,<=50K
+22132,55,Private,208451,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+27899,42,,234277,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+72363,60,Private,163729,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,2597,0,40,United-States,<=50K
+4531,37,Private,434097,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+44333,47,Private,192053,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+78236,20,State-gov,178628,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+67338,53,Private,96827,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Canada,<=50K
+91652,34,Private,154667,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+68401,43,Private,160246,Some-college,10,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+64781,24,Self-emp-not-inc,166036,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+88026,23,Private,186813,HS-grad,9,Never-married,Protective-serv,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+84205,29,Private,162312,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+86004,58,Private,183893,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+70149,55,,270228,Assoc-acdm,12,Married-civ-spouse,,Husband,Black,Male,7688,0,40,United-States,>50K
+37156,40,Private,111829,Masters,14,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+47343,43,Federal-gov,175669,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+95783,25,State-gov,104097,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32902,23,Local-gov,117618,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,24,United-States,<=50K
+43419,34,Self-emp-inc,202450,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+49592,26,Private,109570,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+30033,60,Private,101096,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,65,United-States,>50K
+89623,39,Private,236391,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+28679,21,Private,136975,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+14488,45,Private,167523,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2179,45,United-States,<=50K
+44944,33,Private,240979,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86787,26,Private,248612,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+64643,39,Private,151023,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,114,0,45,United-States,<=50K
+53240,29,Private,236436,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,8614,0,40,United-States,>50K
+29237,29,,153167,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+11159,52,Private,61735,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+10148,34,Private,243165,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,>50K
+4690,24,Private,388885,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+76006,77,Self-emp-inc,84979,Doctorate,16,Married-civ-spouse,Farming-fishing,Husband,White,Male,20051,0,40,United-States,>50K
+1893,34,Self-emp-not-inc,87209,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+19125,53,Self-emp-not-inc,168539,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+13443,31,Private,179013,HS-grad,9,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+27186,58,Private,196643,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+21689,50,Self-emp-not-inc,68898,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7688,0,55,United-States,>50K
+21251,32,Private,156464,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19768,57,Private,35884,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1414,32,Private,182714,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+34304,77,Private,344425,9th,5,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,0,0,10,United-States,<=50K
+96038,37,Self-emp-not-inc,177277,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6050,51,Private,70767,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+5664,33,Self-emp-not-inc,520078,Assoc-acdm,12,Divorced,Sales,Unmarried,Black,Male,0,0,60,United-States,<=50K
+85484,53,Local-gov,321770,HS-grad,9,Married-spouse-absent,Transport-moving,Other-relative,White,Female,0,0,35,United-States,<=50K
+53121,32,Private,158416,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+68127,30,Private,312667,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+980,19,Private,208656,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,594,0,20,United-States,<=50K
+32808,33,Private,31481,Bachelors,13,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+21420,31,Private,259531,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6082,28,Private,186239,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+73486,19,Private,162954,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+21207,27,Private,249315,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+19338,21,Private,308237,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+12755,24,Private,103064,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98430,46,Private,185847,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,54,United-States,<=50K
+20655,31,Private,168521,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58671,60,Private,198170,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+13403,21,Private,353628,10th,6,Separated,Sales,Unmarried,Black,Female,0,0,38,United-States,<=50K
+98864,38,,273285,11th,7,Never-married,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+91213,31,Private,272069,Assoc-voc,11,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3086,26,Private,22328,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+87131,46,Private,309212,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,25,United-States,<=50K
+37713,25,Self-emp-inc,148888,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+99544,23,Local-gov,324637,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+97512,53,Self-emp-inc,55139,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+83988,42,,212206,Masters,14,Married-civ-spouse,,Wife,White,Female,0,1887,48,United-States,>50K
+18220,29,Private,119004,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2179,40,United-States,<=50K
+96777,45,Private,252079,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+95378,70,Private,315868,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+76788,55,Self-emp-inc,392325,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+46565,40,State-gov,174283,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,50,United-States,>50K
+147,17,Private,126832,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+16326,18,Private,126071,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+56489,34,Private,265706,Masters,14,Never-married,Sales,Unmarried,White,Male,0,0,60,United-States,>50K
+85091,41,Private,282964,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99844,28,Private,328518,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26104,23,State-gov,283499,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+52146,32,Private,286675,Some-college,10,Never-married,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+86002,56,Private,136472,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,48,United-States,<=50K
+46065,36,Private,132879,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,United-States,<=50K
+2632,26,Private,314798,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+1453,62,Private,143943,Bachelors,13,Widowed,Tech-support,Unmarried,White,Female,0,0,7,United-States,<=50K
+35792,35,Private,134367,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+83117,25,Local-gov,366796,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15910,28,Private,195573,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+31590,21,Private,33616,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+19778,31,Private,164190,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+17700,23,Private,380281,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,25,Columbia,<=50K
+93681,58,Self-emp-inc,190763,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+13556,55,Local-gov,209535,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+12537,54,Private,156003,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11727,33,Private,55699,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3908,0,40,United-States,<=50K
+83597,28,Private,183151,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7688,0,40,United-States,>50K
+39610,40,Private,198790,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,United-States,<=50K
+23465,33,Self-emp-not-inc,272359,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,80,United-States,>50K
+2321,27,Private,236481,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,10,India,<=50K
+91725,55,Private,143266,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,25,United-States,<=50K
+76943,53,Private,192386,HS-grad,9,Separated,Transport-moving,Unmarried,White,Male,0,0,45,United-States,<=50K
+19911,23,Private,99543,12th,8,Never-married,Transport-moving,Not-in-family,White,Male,0,0,46,United-States,<=50K
+78838,66,Private,169435,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,16,United-States,<=50K
+38108,34,Self-emp-not-inc,34572,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+97386,39,Private,119272,10th,6,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17410,21,Private,211601,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+22563,26,Private,154785,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Other,Female,0,0,35,United-States,<=50K
+88641,21,Private,213041,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Cuba,<=50K
+51352,59,Private,229939,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+38274,61,Private,175331,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+53870,30,Private,226443,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+52333,22,Private,46561,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13666,47,Private,161311,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,30,United-States,<=50K
+53297,50,Private,98215,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47730,67,Private,118363,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,2206,5,United-States,<=50K
+72577,59,Local-gov,181242,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14848,35,Private,356238,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,80,United-States,>50K
+4318,56,Self-emp-not-inc,39380,Some-college,10,Married-spouse-absent,Farming-fishing,Not-in-family,White,Female,27828,0,20,United-States,>50K
+88428,28,Private,315287,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,40,,<=50K
+93195,34,Private,269723,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,2977,0,50,United-States,<=50K
+84440,63,Private,34098,10th,6,Widowed,Farming-fishing,Unmarried,White,Female,0,0,56,United-States,<=50K
+60330,48,Private,50880,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,<=50K
+48833,41,Federal-gov,356934,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+9671,26,Private,276309,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,20,United-States,<=50K
+48363,47,Private,175925,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,2179,52,United-States,<=50K
+83230,29,Self-emp-not-inc,164607,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+90949,30,Private,224462,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+88190,19,Private,92863,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+62197,27,Private,179565,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,<=50K
+57722,59,Self-emp-not-inc,31137,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+10425,19,Private,199495,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+91441,45,Private,175262,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+43646,37,Private,220585,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40692,44,Local-gov,231793,Doctorate,16,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+95781,34,Federal-gov,191342,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,38,United-States,<=50K
+31031,30,Private,186420,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,35,United-States,<=50K
+69044,30,Private,328242,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Hong,>50K
+64015,56,Private,279340,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+79682,19,Private,174478,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+95266,37,Private,151771,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+31901,45,Private,145636,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,43,United-States,>50K
+9911,21,Private,120326,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+452,34,Self-emp-not-inc,246439,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+21609,27,Private,144133,Bachelors,13,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,<=50K
+80236,44,Local-gov,145522,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35615,33,Private,312055,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17350,32,Private,235847,Some-college,10,Never-married,Exec-managerial,Other-relative,White,Female,0,0,50,United-States,<=50K
+49551,37,Private,187748,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70029,26,Private,396482,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+74523,49,Private,261688,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,60,United-States,<=50K
+74179,20,Private,39477,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+50564,37,Private,143058,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38611,22,Private,216867,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,Mexico,<=50K
+23045,44,Private,230592,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,35,United-States,<=50K
+87444,30,Local-gov,40338,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10053,55,Local-gov,115457,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+47702,36,Private,374983,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+40628,29,Private,285419,12th,8,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17255,19,,385901,Some-college,10,Never-married,,Own-child,White,Male,0,0,22,United-States,<=50K
+82270,45,State-gov,187581,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+53122,38,Self-emp-inc,299036,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+44327,42,Private,68729,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+26149,27,Private,333990,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+74446,20,Private,117767,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+61366,43,Private,184378,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+42719,21,Private,232591,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+35629,33,Private,143851,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83266,36,Self-emp-not-inc,89622,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,80,United-States,>50K
+17729,34,Private,202498,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+23204,72,Private,268861,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,99,,<=50K
+3849,54,Private,343242,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+45978,30,Private,460408,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+20569,63,Private,205246,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+71969,36,Private,230329,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96869,25,Private,197871,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67280,72,,201375,Assoc-acdm,12,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8931,55,Private,194290,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86945,44,Private,191814,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+32372,41,Private,95168,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+1723,20,,137876,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+60302,47,Private,386136,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+4262,71,,108390,Some-college,10,Married-civ-spouse,,Husband,White,Male,3432,0,20,United-States,<=50K
+43259,41,Private,152529,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+57740,35,Private,214891,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,40,Dominican-Republic,<=50K
+48712,18,Private,133654,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+70455,23,Private,147548,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+27057,57,Private,73051,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+82081,56,Self-emp-not-inc,60166,1st-4th,2,Never-married,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,0,0,65,United-States,<=50K
+5597,25,Self-emp-inc,454934,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+63092,64,,338355,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,15,United-States,<=50K
+46950,35,Self-emp-not-inc,185621,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+91615,61,Private,101500,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+54375,36,State-gov,36397,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+56011,18,Private,276540,12th,8,Never-married,Sales,Own-child,Black,Female,0,0,15,United-States,<=50K
+32342,21,Private,293968,Some-college,10,Married-spouse-absent,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+55114,43,,35523,Assoc-acdm,12,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+99574,32,Local-gov,186993,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+81424,52,Private,232132,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+54183,48,Private,176917,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+98660,40,Private,105936,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87460,35,Private,105821,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+47209,22,,34506,Some-college,10,Separated,,Unmarried,White,Female,0,0,25,United-States,<=50K
+2599,42,Private,178074,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27234,60,,116961,7th-8th,4,Widowed,,Unmarried,White,Female,0,0,20,United-States,<=50K
+6362,34,Private,191930,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+33750,27,Private,130807,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+50890,47,Self-emp-not-inc,94100,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+30935,65,Self-emp-not-inc,144822,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+83666,61,Self-emp-inc,102191,Masters,14,Widowed,Exec-managerial,Unmarried,White,Female,0,0,99,United-States,<=50K
+42377,18,Private,90934,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,28,United-States,<=50K
+4345,49,,296892,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+54342,48,Private,173243,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+48480,26,Private,258768,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,2174,0,75,United-States,<=50K
+93866,30,Private,189759,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62424,68,Self-emp-not-inc,69249,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+97994,23,Private,133061,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,<=50K
+49809,65,Self-emp-not-inc,175202,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,24,United-States,<=50K
+70842,32,Private,27051,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,44,United-States,<=50K
+66530,44,Private,60414,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+83277,48,Local-gov,317360,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+52686,24,Private,258298,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+44378,58,Private,174040,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59948,32,Local-gov,177566,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,50,Germany,<=50K
+16024,54,Private,162238,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+40798,35,Private,87556,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+95834,35,Private,144322,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+36764,24,Private,190015,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+32062,50,Private,183173,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+21492,38,Self-emp-not-inc,151322,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5580,57,Local-gov,47392,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+18388,38,Private,107125,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+29563,49,Private,265295,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58532,25,Private,189219,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,16,United-States,<=50K
+33829,56,Private,147989,Some-college,10,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22100,32,Private,185732,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+7138,22,Private,153516,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4850,23,,191910,Some-college,10,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+33401,33,Private,216145,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79595,42,Private,202872,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,12,United-States,<=50K
+31388,62,Self-emp-not-inc,39630,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+59336,24,,114292,9th,5,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+16871,26,Local-gov,206721,Bachelors,13,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+48592,46,Private,358585,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,>50K
+95388,33,Private,377283,Bachelors,13,Separated,Sales,Not-in-family,White,Female,0,0,50,United-States,>50K
+40604,65,,76043,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,1,United-States,>50K
+46197,65,Without-pay,172949,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,2414,0,20,United-States,<=50K
+73840,46,Private,110171,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+68108,43,Local-gov,223861,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66261,43,Private,163455,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+85237,35,Private,183892,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81225,48,Private,47022,HS-grad,9,Widowed,Handlers-cleaners,Other-relative,White,Female,0,0,48,United-States,<=50K
+23056,55,Federal-gov,145401,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+67695,45,Private,387074,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19781,56,Private,105363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4508,0,40,United-States,<=50K
+19224,59,Federal-gov,195467,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25049,56,Local-gov,170217,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86133,21,Private,156807,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,10,United-States,<=50K
+97315,26,Private,255193,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,3411,0,40,United-States,<=50K
+42505,38,Private,273640,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+24757,27,Private,191177,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+84239,48,Self-emp-inc,184787,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+65785,37,State-gov,239409,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+29492,63,Self-emp-not-inc,404547,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+19754,27,State-gov,23740,HS-grad,9,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,38,United-States,>50K
+17777,20,Private,382153,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+98456,26,Private,164488,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+4229,21,,228424,10th,6,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+58586,51,Self-emp-not-inc,168539,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+72930,28,Private,189530,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+85229,39,Private,89419,Assoc-voc,11,Divorced,Other-service,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,Columbia,<=50K
+1427,35,Private,224512,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+87926,21,,314645,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,43,United-States,<=50K
+74953,65,Private,85787,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6762,54,Local-gov,279881,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+11101,39,Private,194287,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,1602,35,United-States,<=50K
+10501,24,Private,141040,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+98634,36,Private,222294,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+77523,70,,410980,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,>50K
+63055,52,Private,38795,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+95009,64,Private,182979,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+53484,43,Private,223277,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50421,44,Private,67065,Assoc-voc,11,Never-married,Priv-house-serv,Not-in-family,White,Male,594,0,25,United-States,<=50K
+32807,47,Federal-gov,160647,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+56636,32,Private,45796,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+18715,20,Private,110597,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+4937,33,Private,166961,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+73567,52,Private,318975,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,Cuba,<=50K
+91228,49,Private,305657,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+28711,31,Private,120857,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,18,United-States,<=50K
+34962,62,Self-emp-not-inc,158712,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,6,United-States,<=50K
+79235,44,Private,304530,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+29325,28,Local-gov,327533,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,3908,0,40,United-States,<=50K
+1662,68,Local-gov,233954,Masters,14,Widowed,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,>50K
+34905,40,Federal-gov,26880,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35569,46,Private,70754,7th-8th,4,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+16691,22,Private,184665,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+8221,37,Self-emp-not-inc,245372,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Male,0,0,15,United-States,<=50K
+36026,62,Private,252668,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,<=50K
+56636,37,Private,86551,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+16842,35,Private,241998,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,4787,0,40,United-States,>50K
+69595,44,Private,106900,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,<=50K
+93179,41,Private,204235,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+854,36,Local-gov,127772,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+21469,26,Private,117217,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+46340,48,Federal-gov,215389,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+20221,21,Private,198050,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+56315,39,Private,173476,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+79063,38,Private,217349,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,14344,0,40,United-States,>50K
+40735,44,Private,377018,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+24570,56,Private,99894,10th,6,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,30,Japan,>50K
+8916,25,Private,170786,9th,5,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+1316,32,Local-gov,250585,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+52018,47,Private,198769,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+58002,26,Private,306513,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+84887,31,Private,178623,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,14084,0,60,United-States,>50K
+52584,23,Private,109307,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+47828,41,Federal-gov,106982,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+63273,55,Self-emp-not-inc,396878,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,25,United-States,<=50K
+2500,23,Private,344278,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,25,United-States,<=50K
+71589,45,Private,203653,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,7298,0,40,United-States,>50K
+54949,42,Local-gov,227890,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,40,United-States,<=50K
+25736,29,Private,107812,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+33280,48,Private,185143,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+92269,36,Private,143068,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+53810,52,Self-emp-inc,114758,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+44056,46,Private,266337,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+47982,34,Private,321787,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+78845,27,State-gov,21306,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,Germany,<=50K
+81726,18,Private,271935,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+24351,18,Private,148952,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+9906,42,Private,196626,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76237,64,,108082,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+17523,36,Private,199439,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+68591,20,,304076,11th,7,Never-married,,Own-child,Black,Female,0,0,20,United-States,<=50K
+52409,52,Self-emp-inc,81436,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+81876,44,Self-emp-inc,352971,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+8094,53,Private,375134,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+29188,36,Private,206521,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+21496,27,Private,330466,Bachelors,13,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+70039,52,Private,208302,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+4794,60,Self-emp-not-inc,135285,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+94047,41,Private,171615,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+40716,64,Self-emp-not-inc,149698,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+44101,25,Private,71351,1st-4th,2,Never-married,Other-service,Other-relative,White,Male,0,0,25,El-Salvador,<=50K
+84954,63,Private,84737,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+97916,54,Local-gov,375134,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41986,21,Private,207103,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+20224,27,Private,199314,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,Poland,<=50K
+37621,63,Self-emp-not-inc,289741,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,41310,0,50,United-States,<=50K
+20398,37,Private,240837,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+25918,22,Private,283499,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+27013,54,Private,97778,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73352,54,Private,21698,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+64145,60,Local-gov,232618,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+94047,19,Private,175820,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+2323,25,Local-gov,63996,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22204,51,Local-gov,182985,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+54346,47,Federal-gov,380127,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47827,44,Self-emp-not-inc,111483,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+23205,18,,31008,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+98980,57,Private,96346,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,57,United-States,<=50K
+81080,22,Private,317528,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,34,United-States,<=50K
+73419,36,State-gov,223020,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+91566,33,,173998,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,1485,38,United-States,<=50K
+5169,39,Private,115076,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+74965,49,Private,133969,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,50,United-States,>50K
+75814,41,Private,173858,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+18408,35,Private,193241,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+15586,40,Self-emp-inc,50644,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,1506,0,40,United-States,<=50K
+84621,30,Private,178841,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29892,25,Private,177017,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1504,37,United-States,<=50K
+62494,25,Private,253267,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,1902,36,United-States,>50K
+32364,37,Private,202027,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,50,United-States,>50K
+93611,53,Self-emp-not-inc,321865,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+40156,34,Self-emp-not-inc,321709,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+15353,22,Private,166371,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,,<=50K
+65848,18,Private,210574,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+45275,52,,92968,Masters,14,Married-civ-spouse,,Wife,White,Female,15024,0,40,United-States,>50K
+2526,45,Private,474617,HS-grad,9,Divorced,Sales,Unmarried,Black,Male,5455,0,40,United-States,<=50K
+1741,19,Private,264390,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,2001,40,United-States,<=50K
+80808,33,Self-emp-inc,144949,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+67113,45,State-gov,90803,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+45954,43,State-gov,126701,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+26926,40,Private,178417,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+21491,41,Self-emp-not-inc,197176,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,>50K
+22433,25,Private,182227,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+19226,22,Private,117606,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,32,United-States,<=50K
+74587,52,Private,349502,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,45,United-States,<=50K
+77716,45,Federal-gov,81487,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Puerto-Rico,>50K
+75317,32,State-gov,169583,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+3465,26,Private,485117,Bachelors,13,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+84558,24,Private,35603,Some-college,10,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+94525,37,Private,175390,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+90603,49,Private,184986,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78903,43,Local-gov,174395,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+80181,35,Private,187711,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50832,37,Private,189878,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72612,17,Private,224073,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+53891,48,Private,159726,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+12202,40,,65545,Masters,14,Divorced,,Own-child,White,Female,0,0,55,United-States,<=50K
+11706,26,Private,456618,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,2597,0,40,United-States,<=50K
+61190,35,Private,202397,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+5083,21,Private,206681,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+14777,54,Private,222020,10th,6,Divorced,Other-service,Not-in-family,White,Male,0,0,70,United-States,<=50K
+87071,40,Private,137304,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+22183,51,Private,141645,Some-college,10,Separated,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+53613,60,Self-emp-not-inc,218085,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,50,United-States,<=50K
+80173,22,Private,52596,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,8,United-States,<=50K
+60735,20,Private,197997,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+16189,21,Private,191444,11th,7,Never-married,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+44397,21,Private,40767,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67367,43,Private,172577,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+48112,36,Private,241998,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+52057,65,State-gov,215908,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2174,40,United-States,>50K
+59088,48,Private,212120,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+21631,37,Private,109133,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,27828,0,60,Iran,>50K
+62678,20,Private,224424,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+9703,41,State-gov,214985,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97356,55,Self-emp-not-inc,147098,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+7497,39,Local-gov,149833,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+5218,41,Federal-gov,253770,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,7298,0,40,United-States,>50K
+7984,80,Private,252466,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+24086,59,State-gov,132717,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+17884,52,Private,138944,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+55812,39,Private,280570,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,50,United-States,>50K
+45248,56,Self-emp-not-inc,144380,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+36744,69,Local-gov,660461,HS-grad,9,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+96824,49,Private,177211,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96461,33,Private,197424,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,40,United-States,<=50K
+48665,28,Self-emp-inc,31717,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+65728,49,Private,296849,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+32776,51,Local-gov,193720,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+59633,42,Private,106698,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+82623,66,Private,214469,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,13,United-States,<=50K
+62295,44,Private,185798,Assoc-voc,11,Separated,Craft-repair,Other-relative,White,Male,0,0,48,United-States,>50K
+67322,26,Private,333108,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11613,43,Private,35210,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+96639,28,Private,140845,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,155,40,United-States,<=50K
+82119,25,,335376,Bachelors,13,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+10948,17,Private,170455,11th,7,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+67234,52,Private,298215,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+86595,34,,93834,HS-grad,9,Separated,,Own-child,White,Female,0,0,8,United-States,<=50K
+80853,24,Private,404416,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18660,41,,206916,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+20242,65,Private,143175,Some-college,10,Widowed,Sales,Other-relative,White,Female,0,0,45,United-States,<=50K
+49645,36,Self-emp-not-inc,409189,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+1853,19,Private,285750,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,30,United-States,<=50K
+82773,43,Private,235556,Some-college,10,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+48605,39,Local-gov,170382,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,England,>50K
+96357,48,Private,195437,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+88851,50,Local-gov,191130,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+88304,21,Private,231160,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+80665,36,Private,47310,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+70255,33,Private,214635,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,36,Haiti,<=50K
+95766,50,Federal-gov,65160,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+37455,49,State-gov,423222,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,99999,0,80,United-States,>50K
+12490,34,Private,263307,Bachelors,13,Never-married,Sales,Unmarried,Black,Male,0,0,45,,<=50K
+11937,70,Self-emp-inc,272896,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+54465,39,Private,232854,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68932,44,Private,442035,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76149,32,Private,127875,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+93267,40,Private,283724,9th,5,Never-married,Craft-repair,Other-relative,Black,Male,0,0,49,United-States,<=50K
+76204,46,Private,403911,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1902,40,United-States,>50K
+723,21,,228649,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+45038,40,Private,177027,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,7688,0,52,Japan,>50K
+66884,47,Private,249935,11th,7,Divorced,Craft-repair,Own-child,White,Male,0,0,8,United-States,<=50K
+54544,19,Private,533147,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+51763,22,Private,137862,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,16,United-States,<=50K
+45552,20,Private,249543,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,16,United-States,<=50K
+58598,46,Local-gov,230979,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,4787,0,25,United-States,>50K
+73730,41,Private,137126,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+36302,17,Private,147339,10th,6,Never-married,Prof-specialty,Own-child,Other,Female,0,0,15,United-States,<=50K
+77811,41,Private,256647,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+27133,28,Private,111696,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+89932,20,,150084,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+20498,24,Private,285457,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42066,33,Private,303867,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+98368,44,Federal-gov,113597,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+92451,26,Self-emp-not-inc,151626,HS-grad,9,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+1116,47,Self-emp-not-inc,26145,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+51669,24,Private,176189,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+82259,58,Federal-gov,497253,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+32907,41,Private,41090,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,60,United-States,<=50K
+63702,38,Self-emp-not-inc,282461,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+11028,21,Private,225541,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62151,33,Private,203488,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+5426,23,,296613,Some-college,10,Never-married,,Own-child,White,Female,0,0,32,United-States,<=50K
+14994,40,Private,99373,10th,6,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+141,47,Local-gov,109705,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52422,41,Private,144947,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+64782,38,Private,617898,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+95655,50,Private,38310,7th-8th,4,Divorced,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+43859,45,Private,248993,HS-grad,9,Married-spouse-absent,Farming-fishing,Other-relative,Black,Male,0,0,40,United-States,<=50K
+94438,65,,149131,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,Italy,>50K
+77809,33,Private,69311,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78168,34,Federal-gov,143766,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50889,65,Private,213477,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,28,United-States,<=50K
+23980,24,Private,275691,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,39,United-States,<=50K
+16031,26,Private,59367,Bachelors,13,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+30416,55,Private,35551,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3267,66,Private,236784,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,8,Cuba,<=50K
+82885,43,Local-gov,193755,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+18246,37,Private,315291,Bachelors,13,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+83464,22,Private,290504,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82599,21,Private,256240,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+15918,69,,199591,Prof-school,15,Married-civ-spouse,,Wife,White,Female,0,0,25,,<=50K
+37737,27,Private,178709,Masters,14,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71948,48,Private,449354,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,4386,0,45,United-States,>50K
+67054,24,Private,187937,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+20029,18,Never-worked,157131,11th,7,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+97385,53,Local-gov,188772,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+25626,26,Private,157617,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+13803,60,Private,96099,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+89602,21,Private,122322,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,60,United-States,<=50K
+23416,39,Private,409189,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+89576,45,Private,175925,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+6827,76,Self-emp-not-inc,236878,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+83367,19,Private,216647,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+56761,34,Private,300681,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,Jamaica,>50K
+75227,54,Private,327769,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89524,23,Private,194723,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22608,44,Local-gov,31251,7th-8th,4,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90988,27,Private,212506,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+20670,23,Private,23037,12th,8,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+88775,37,Self-emp-not-inc,29054,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+88116,41,Private,92733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+66769,21,State-gov,184678,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+82882,37,Federal-gov,32528,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,England,>50K
+26493,63,Private,125954,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+26384,35,Private,73715,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25541,47,Private,209212,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,56,,<=50K
+67540,41,Private,287037,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45940,50,Self-emp-not-inc,64667,HS-grad,9,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,60,Vietnam,<=50K
+97007,26,Self-emp-inc,366662,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+400,36,Local-gov,113337,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,42,United-States,>50K
+40504,47,Private,387468,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Scotland,>50K
+46430,51,Private,384248,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,50,United-States,<=50K
+94640,41,Private,332703,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Other,Female,0,625,40,United-States,<=50K
+16616,40,Private,198873,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,30,United-States,>50K
+93562,32,Private,317809,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4064,0,50,United-States,<=50K
+37585,37,Local-gov,160910,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+4577,40,Self-emp-inc,182629,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65718,56,Private,267652,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90778,50,Private,410186,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33041,28,Private,365411,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,<=50K
+85097,28,Private,205337,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+99584,19,Self-emp-not-inc,100999,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+7446,44,Private,197462,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44344,42,Self-emp-not-inc,199143,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,7430,0,44,United-States,>50K
+57875,47,Private,191978,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+55726,31,Private,50178,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+85164,61,Private,72442,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+31183,21,Private,248512,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+71941,26,Private,178140,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,>50K
+80774,58,Private,354024,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+24717,35,Private,143589,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+80262,35,Private,219902,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+75991,29,Local-gov,419722,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,3674,0,40,United-States,<=50K
+30282,40,Private,154374,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+46436,33,Private,132601,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+37009,38,Self-emp-not-inc,29430,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+6557,50,Self-emp-not-inc,30731,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+66762,66,Private,210825,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+63924,36,Local-gov,251091,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+20408,33,Private,219034,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69243,55,Federal-gov,35723,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+56286,46,Private,358886,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25558,36,Private,248708,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18974,41,,77937,12th,8,Divorced,,Not-in-family,White,Female,0,0,40,Canada,<=50K
+39247,30,Private,30063,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+49710,29,Private,253799,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,42,England,<=50K
+88947,60,,41553,Some-college,10,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+28095,24,Private,59146,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+37601,42,Self-emp-not-inc,343609,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,50,United-States,<=50K
+56314,26,Private,216010,HS-grad,9,Separated,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+79200,37,Private,164526,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+29932,27,Private,150958,5th-6th,3,Never-married,Farming-fishing,Unmarried,White,Male,0,0,48,Guatemala,<=50K
+18107,26,Private,244495,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+18562,23,Private,199336,Assoc-voc,11,Never-married,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+18091,60,Private,151369,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+58690,49,Federal-gov,118701,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+94919,46,Private,219611,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+46861,21,Private,184568,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27497,48,Self-emp-not-inc,246891,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+17231,70,Self-emp-inc,243436,9th,5,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+21740,44,Local-gov,68318,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,55,United-States,<=50K
+46549,58,Private,56331,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+39593,41,Private,190591,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+39507,54,Private,140359,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Female,0,3900,40,United-States,<=50K
+39237,42,Self-emp-inc,23510,Masters,14,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,2201,60,India,>50K
+17398,28,Private,122540,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37606,65,Private,212562,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+87106,35,Self-emp-not-inc,112497,HS-grad,9,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,35,Ireland,<=50K
+65363,82,Private,147729,5th-6th,3,Widowed,Other-service,Unmarried,White,Male,0,0,20,United-States,<=50K
+84183,48,Self-emp-not-inc,296066,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+70541,44,Private,148138,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,15024,0,40,Japan,>50K
+48871,68,Private,50351,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,6360,0,20,United-States,<=50K
+48704,42,Private,306496,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+48646,24,Private,210029,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,2001,37,United-States,<=50K
+83748,54,Private,163894,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+15823,22,Private,113936,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+15976,43,Self-emp-not-inc,316820,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+57874,17,Private,53367,9th,5,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+28007,46,Self-emp-not-inc,95256,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+29246,59,Private,127728,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+60886,37,Private,66686,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+67011,70,,207627,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2228,0,24,United-States,<=50K
+75149,57,Self-emp-inc,199768,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,30,United-States,>50K
+45682,47,,186805,HS-grad,9,Married-civ-spouse,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+87000,31,Private,154297,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,24,United-States,<=50K
+79227,23,Private,103064,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+77264,17,Private,93235,12th,8,Never-married,Other-service,Own-child,White,Female,0,1721,25,United-States,<=50K
+86726,63,Private,440607,Preschool,1,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,30,Mexico,<=50K
+17782,44,Private,212894,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+76762,30,Private,167990,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+84958,23,Private,378460,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+64704,44,Private,151089,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,60,United-States,>50K
+94589,24,Private,153583,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+35710,34,Private,114639,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,20,United-States,<=50K
+63160,37,Private,344480,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+54646,24,Private,188300,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+70542,32,Private,105938,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+63872,42,Self-emp-not-inc,217826,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,25,Jamaica,<=50K
+34940,20,Private,379525,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+37199,34,State-gov,177331,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,4386,0,40,United-States,>50K
+56640,37,Private,127918,Some-college,10,Never-married,Transport-moving,Unmarried,White,Female,0,0,20,Puerto-Rico,<=50K
+46284,47,Federal-gov,27067,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93366,25,Private,250038,9th,5,Never-married,Farming-fishing,Other-relative,White,Male,0,0,45,Mexico,<=50K
+56047,36,Self-emp-not-inc,36270,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1977,65,United-States,>50K
+52534,60,Private,308608,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+33278,64,Self-emp-inc,213574,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,10,United-States,<=50K
+16529,32,Local-gov,235109,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+58769,33,State-gov,374905,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+16352,71,Private,118876,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,14,United-States,<=50K
+8727,55,Local-gov,223716,Some-college,10,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+14029,85,Self-emp-not-inc,166027,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+93030,57,Self-emp-not-inc,275943,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+32877,39,Private,198654,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2415,67,India,>50K
+76822,25,Private,109080,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,55,United-States,<=50K
+43242,58,Private,104333,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+45999,57,Private,195876,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+99237,30,Private,390879,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+74217,19,Private,197748,11th,7,Divorced,Sales,Unmarried,White,Female,0,0,20,United-States,<=50K
+45430,40,Private,442045,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+52170,28,Private,44216,HS-grad,9,Never-married,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+80534,43,Federal-gov,114537,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+89763,40,,253370,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,35,United-States,>50K
+51376,19,Private,274830,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+92789,24,Private,321763,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,38,United-States,<=50K
+10542,34,Private,213226,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,>50K
+11001,22,Private,167787,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98964,64,Self-emp-not-inc,352712,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+83243,55,,316027,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,,<=50K
+93543,26,Private,213412,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85515,80,Private,202483,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,16,United-States,<=50K
+38497,79,Local-gov,146244,Doctorate,16,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+41744,58,Self-emp-not-inc,450544,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+34990,43,Private,81243,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+44725,43,Private,195258,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+61376,46,Private,57929,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+91289,35,Private,953588,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+81025,51,Private,99064,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+3964,52,Local-gov,194788,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,4787,0,60,United-States,>50K
+60502,43,Self-emp-inc,155293,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+38339,68,Private,204082,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+16131,34,State-gov,216283,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+34876,37,Private,355856,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+30916,22,Private,297380,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+17723,32,Private,425622,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+59093,65,Self-emp-not-inc,145628,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91150,28,Private,115549,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,60,United-States,<=50K
+59491,37,Private,245482,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+65335,40,Self-emp-inc,142444,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+30003,40,Private,134026,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+19422,52,Private,177366,HS-grad,9,Separated,Other-service,Other-relative,White,Female,0,0,20,United-States,<=50K
+41575,35,Private,38245,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+84283,62,Self-emp-not-inc,215944,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+8732,49,Private,115784,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+84299,49,Private,170165,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,55,United-States,<=50K
+55711,47,Private,355320,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+80831,45,Private,116163,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15921,37,Private,405644,1st-4th,2,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,0,0,77,Mexico,<=50K
+9087,36,Local-gov,223433,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,53,United-States,>50K
+61572,36,Private,41624,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,Mexico,<=50K
+25109,44,Private,151089,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+29364,51,State-gov,285747,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+95798,25,State-gov,108542,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+88097,28,Self-emp-not-inc,212318,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+73001,57,Private,173090,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+8112,46,Private,26781,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+16618,59,Private,31782,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+25477,28,Private,189241,11th,7,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+97714,25,Private,164229,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,2597,0,40,United-States,<=50K
+50039,35,Private,240467,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+4907,27,Private,263614,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+5261,29,Private,74500,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+5030,43,Federal-gov,263502,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36855,38,Federal-gov,47707,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+80021,26,Private,231638,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+54478,55,,389479,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+41158,36,Private,111128,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+11255,37,Private,152307,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+20039,23,,280134,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+56427,34,Private,609789,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,,<=50K
+58628,41,Private,184466,11th,7,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,55,United-States,<=50K
+34601,44,Private,216411,Assoc-voc,11,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,Dominican-Republic,<=50K
+96867,48,Self-emp-not-inc,324173,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+11557,35,Local-gov,300681,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,7298,0,35,United-States,>50K
+98856,43,Local-gov,598995,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,42,United-States,<=50K
+70504,57,Federal-gov,140711,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+89862,44,Local-gov,262241,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+84826,28,Private,308136,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+95895,55,Private,148590,10th,6,Widowed,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+66736,52,Private,195635,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2051,38,United-States,<=50K
+92607,30,Private,228406,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+21337,31,Private,136398,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,Thailand,>50K
+74008,21,,305466,Some-college,10,Never-married,,Own-child,White,Male,0,0,70,United-States,<=50K
+51750,50,Self-emp-inc,175070,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+46009,43,Self-emp-not-inc,34007,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+38153,33,Private,121195,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Other,Male,0,0,50,United-States,<=50K
+85195,23,Federal-gov,216853,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,25,United-States,<=50K
+20784,35,Private,81280,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,Yugoslavia,>50K
+11168,18,Private,212936,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+58943,21,,213055,Some-college,10,Never-married,,Unmarried,Other,Female,0,0,40,United-States,<=50K
+21851,33,Local-gov,220430,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,70,United-States,>50K
+71315,30,Federal-gov,73514,Bachelors,13,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,45,United-States,<=50K
+62954,21,Private,307371,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,15,United-States,<=50K
+44098,36,Local-gov,380614,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,Germany,>50K
+80072,38,Private,119992,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+28151,33,Private,192002,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,Canada,>50K
+52378,24,Private,327518,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+48128,24,Private,220323,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+38283,39,Private,421633,Some-college,10,Divorced,Protective-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+77633,43,Private,154210,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,2829,0,60,China,<=50K
+89738,43,Self-emp-not-inc,35034,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,21,United-States,<=50K
+1583,62,,378239,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,>50K
+45822,30,State-gov,270218,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+11682,25,Private,254933,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+37272,45,Private,61751,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+14402,22,Private,137876,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,20,United-States,<=50K
+8543,73,Private,336007,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2246,40,United-States,>50K
+43956,26,Private,222539,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+15937,24,Private,233856,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,45,United-States,<=50K
+87087,18,Private,198616,12th,8,Never-married,Craft-repair,Own-child,White,Male,594,0,20,United-States,<=50K
+41684,35,Private,202027,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7298,0,35,United-States,>50K
+96734,22,Private,203182,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,43,United-States,<=50K
+51288,28,Private,221317,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+69475,38,Private,186934,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+12197,68,,351402,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,70,United-States,<=50K
+41041,40,Local-gov,179580,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+33502,32,Private,26803,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,84,United-States,>50K
+14749,42,Private,344624,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,50,United-States,>50K
+69665,31,State-gov,59969,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,<=50K
+92612,33,Private,162930,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Italy,<=50K
+27134,54,Self-emp-not-inc,192654,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+51793,63,Private,117681,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,25,United-States,<=50K
+36785,67,Self-emp-not-inc,179285,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+52996,47,Private,217161,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,14,United-States,<=50K
+27390,67,Self-emp-inc,116517,Bachelors,13,Widowed,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+16387,33,Private,170336,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Other,Female,0,0,19,United-States,<=50K
+54220,33,Local-gov,256529,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,80,United-States,<=50K
+25568,25,Local-gov,227886,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+7857,25,Private,141706,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70686,35,Private,361888,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+95769,54,Private,185407,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+69579,35,Self-emp-not-inc,176101,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,>50K
+98852,18,Private,216730,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+81907,54,,155755,HS-grad,9,Divorced,,Not-in-family,White,Female,4416,0,25,United-States,<=50K
+5185,30,Private,609789,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,Mexico,<=50K
+67514,29,Private,136017,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+7680,41,Private,58880,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,10,United-States,>50K
+28065,40,Private,285787,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+46107,46,Private,173243,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,5178,0,40,United-States,>50K
+52019,39,Private,160916,Assoc-acdm,12,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,45,United-States,<=50K
+31315,42,Private,227397,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+67616,49,Self-emp-not-inc,111066,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+97638,23,Private,189924,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+38230,34,Private,31740,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+81356,42,Self-emp-not-inc,120837,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2042,48,United-States,<=50K
+34313,31,Private,172304,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+43261,72,,166253,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,2,United-States,<=50K
+23970,31,Private,86492,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,>50K
+97770,90,Private,206667,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+94256,27,Self-emp-not-inc,153546,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+84790,18,,189041,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+70121,30,Self-emp-not-inc,115932,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,99999,0,50,United-States,>50K
+36121,27,Local-gov,151626,HS-grad,9,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+53815,27,Self-emp-not-inc,37302,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+43961,28,Private,109001,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43156,40,Private,195488,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+74812,43,Local-gov,216116,Masters,14,Separated,Prof-specialty,Unmarried,Black,Female,0,0,37,United-States,<=50K
+98343,26,Private,118497,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+23168,48,Self-emp-not-inc,101233,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+36798,41,Private,349703,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+19028,32,Private,226883,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,<=50K
+12109,23,Private,214635,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74527,35,Private,169672,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+57930,42,Private,71458,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+80260,27,State-gov,142621,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+67440,34,Private,125279,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+66462,25,Private,197303,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+62226,46,Local-gov,148995,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,4787,0,45,United-States,>50K
+88566,34,Private,69251,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+79370,39,Private,160123,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64596,33,Private,137310,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,,<=50K
+81975,25,Private,323229,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59911,45,Private,138626,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,2174,0,50,United-States,<=50K
+63021,46,Private,102359,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18977,23,Private,151888,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,4650,0,50,Ireland,<=50K
+47590,37,Private,404661,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+29540,39,Private,99146,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+63371,38,Self-emp-not-inc,185325,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+70843,35,Self-emp-not-inc,230268,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+44719,49,Self-emp-inc,38819,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+33715,37,Private,380614,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,13,United-States,>50K
+84562,45,Private,319637,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+79695,71,Private,149040,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92612,44,Private,320984,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+89279,19,,117201,Some-college,10,Never-married,,Own-child,White,Male,0,0,22,United-States,<=50K
+81442,38,Private,81965,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84508,42,Local-gov,182302,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27751,29,Private,53434,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+42828,48,Private,216214,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+72193,56,Self-emp-inc,24127,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,54,United-States,>50K
+75556,32,Federal-gov,115066,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+87492,19,Private,120277,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+24809,57,Self-emp-not-inc,134286,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+38638,55,Private,26716,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+48199,48,,174533,11th,7,Separated,,Unmarried,White,Male,0,0,40,United-States,<=50K
+59071,46,Self-emp-inc,175958,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,,<=50K
+48872,36,Private,218948,9th,5,Separated,Other-service,Unmarried,Black,Female,0,0,40,,<=50K
+98397,66,Private,117746,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+37067,26,Private,206199,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+10423,58,Self-emp-inc,89922,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+29024,62,Private,69867,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+3186,31,Private,109020,Bachelors,13,Never-married,Prof-specialty,Unmarried,Other,Male,0,0,40,United-States,<=50K
+72979,77,,158847,Assoc-voc,11,Married-spouse-absent,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+22357,25,Private,130302,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16064,38,Private,156728,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,56,United-States,<=50K
+33851,33,Private,424719,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79881,51,Federal-gov,217647,Some-college,10,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+61603,20,Private,33087,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+23655,40,Federal-gov,241895,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+91098,20,Private,38455,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7476,41,Local-gov,81054,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,25,United-States,<=50K
+1165,44,Private,163215,12th,8,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+99883,35,Private,156728,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+50055,35,Self-emp-not-inc,127930,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+98717,46,Federal-gov,227310,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+54936,24,Private,96844,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,17,United-States,<=50K
+66376,18,Private,245199,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+97214,37,Private,46385,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+59544,58,Private,186385,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,8,United-States,<=50K
+98957,55,Private,252714,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+40371,68,Private,154897,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+42351,41,Private,320744,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+47650,50,Private,138852,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+62580,48,Private,102092,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42345,42,,32533,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,45,United-States,<=50K
+29513,45,Private,278151,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+36654,43,Private,338290,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+11641,37,Private,34378,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+71213,43,Private,91959,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+90553,36,Private,265881,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+8863,60,Private,276009,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,Philippines,<=50K
+94231,27,Private,193898,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39699,36,Private,139364,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+2166,47,State-gov,306473,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94281,33,Private,37232,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,80,United-States,<=50K
+4771,19,State-gov,56424,12th,8,Never-married,Transport-moving,Own-child,Black,Male,0,0,20,United-States,<=50K
+61982,33,Private,165235,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Thailand,<=50K
+66332,34,Private,153326,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+22388,33,Private,106976,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+27273,57,Private,109015,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+29066,59,Private,154100,Masters,14,Never-married,Sales,Not-in-family,White,Female,27828,0,45,United-States,>50K
+73190,36,Private,183739,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Female,0,2002,40,United-States,<=50K
+48778,60,Private,367695,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+695,33,Local-gov,156015,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+74481,41,Private,185132,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+6430,20,Self-emp-not-inc,188274,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+37364,28,Local-gov,50512,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,2202,0,50,United-States,<=50K
+13364,24,State-gov,147719,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+3708,31,Private,414525,12th,8,Never-married,Farming-fishing,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+77987,38,Private,289148,HS-grad,9,Married-spouse-absent,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+44445,40,Private,176069,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+86947,55,State-gov,199713,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+67229,49,Private,297884,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4064,0,50,United-States,<=50K
+23863,33,Private,204829,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+85027,52,Private,155433,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,,<=50K
+22099,24,Local-gov,32950,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+65518,46,Private,233511,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+11617,20,Private,210781,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+4372,50,Private,190762,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+70967,22,Private,83315,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+5157,32,Self-emp-inc,343872,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,35,Haiti,<=50K
+74595,46,Private,185385,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+32746,62,,302142,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2961,0,30,United-States,<=50K
+85094,39,Private,80324,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,62,United-States,>50K
+8998,26,Private,357933,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+86668,20,Private,211293,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,14,United-States,<=50K
+11136,37,Self-emp-inc,199265,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+26257,40,Private,202872,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,24,United-States,<=50K
+32081,22,Private,195075,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+45686,32,Private,317378,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,10520,0,40,United-States,>50K
+8523,41,Private,187802,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+98698,24,Private,97212,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+33551,40,Private,47902,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+70681,37,State-gov,76767,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,39,United-States,>50K
+57366,42,Private,172297,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,40,United-States,>50K
+37459,56,Private,274475,9th,5,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+15357,20,Private,105244,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+59396,55,Local-gov,165695,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+15380,29,Private,253801,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+61471,37,Private,305597,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11363,61,Self-emp-not-inc,352448,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+29149,26,Private,242768,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+4207,49,Self-emp-inc,201080,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+54938,18,Local-gov,159032,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+70874,30,Private,149568,9th,5,Never-married,Farming-fishing,Other-relative,Black,Male,0,0,40,United-States,<=50K
+21097,24,Private,229553,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,20,,<=50K
+71077,24,State-gov,155775,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+96809,37,Private,120074,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18904,37,Local-gov,257588,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+78110,36,Private,177907,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,65,United-States,<=50K
+59007,40,Private,309311,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+48232,44,Self-emp-not-inc,138975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+6084,43,Self-emp-not-inc,187778,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+11973,19,Private,35865,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,35,United-States,<=50K
+5958,50,Private,234373,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1485,40,United-States,<=50K
+14504,17,,151141,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+27269,39,Private,144688,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,50,United-States,<=50K
+94041,43,Private,248094,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+8497,43,Private,248094,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+92111,40,Private,213821,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+47164,31,State-gov,55849,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43556,25,Private,121712,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87472,30,Federal-gov,164552,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+49077,55,Private,223127,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+12348,55,Private,190514,7th-8th,4,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,75,United-States,<=50K
+41098,29,Private,203797,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+92253,28,Private,378460,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,10520,0,60,United-States,>50K
+2670,30,Private,105908,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27805,33,Private,232356,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1672,55,United-States,<=50K
+76942,23,Private,210526,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+53343,71,Private,193530,11th,7,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,75,United-States,<=50K
+59989,22,,22966,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+90878,21,Private,43535,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72396,62,,72486,HS-grad,9,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,24,China,<=50K
+28639,22,,229997,Some-college,10,Married-spouse-absent,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+78167,49,Private,183013,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+12481,31,Private,113364,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,20,United-States,<=50K
+60715,27,Private,197380,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39368,27,Private,298635,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Hong,>50K
+32948,26,Private,213385,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+98959,30,,108464,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+16916,17,Private,31007,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+23656,26,Private,35917,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+14199,45,Private,99385,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,Canada,<=50K
+45934,50,Private,48358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+50837,31,Private,241885,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,45,United-States,<=50K
+25653,51,Private,24344,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47147,56,Private,149686,9th,5,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+17393,24,State-gov,154432,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,35,United-States,<=50K
+10540,29,Private,331875,12th,8,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Dominican-Republic,<=50K
+14006,26,Private,259585,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,24,United-States,<=50K
+35013,51,Private,104748,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+68952,32,Local-gov,144949,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+68920,47,State-gov,199512,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+13087,30,Private,302438,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63455,41,,129155,11th,7,Widowed,,Other-relative,Black,Female,0,0,40,United-States,<=50K
+35621,49,Federal-gov,115784,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68151,40,Private,96509,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+75653,62,Private,226733,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+32478,43,Self-emp-inc,244945,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+12036,76,Private,243768,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,20,United-States,<=50K
+59659,40,,351161,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,>50K
+62287,35,Private,186934,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+30906,27,Private,89813,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+93402,54,Self-emp-inc,129432,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+65000,55,Self-emp-not-inc,184702,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+42980,21,Private,275291,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,12,United-States,<=50K
+3620,20,Private,258298,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+30663,39,Private,139743,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+38502,26,Private,102476,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,10520,0,64,United-States,>50K
+17878,20,Private,103840,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,42,United-States,<=50K
+65481,28,Private,274579,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+12155,56,Federal-gov,156842,Some-college,10,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+61531,39,Private,101020,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+22511,44,Federal-gov,68729,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+25307,55,Private,141326,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+81854,54,Self-emp-not-inc,168723,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+16014,30,Private,347166,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,13550,0,45,United-States,>50K
+51876,34,Local-gov,213722,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,57,United-States,>50K
+40710,42,Private,196797,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,0,0,38,United-States,<=50K
+9067,50,Self-emp-inc,207246,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,75,United-States,<=50K
+95085,34,Federal-gov,199934,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+54045,23,Private,272185,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,33,United-States,<=50K
+6380,27,,190650,Bachelors,13,Never-married,,Unmarried,Asian-Pac-Islander,Male,0,0,25,Philippines,<=50K
+25717,81,,147097,Bachelors,13,Widowed,,Not-in-family,White,Male,0,0,5,United-States,<=50K
+16763,47,Private,266281,11th,7,Never-married,Machine-op-inspct,Unmarried,Black,Female,6849,0,40,United-States,<=50K
+85922,57,Private,96779,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8501,65,,117162,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,56,United-States,>50K
+86024,33,Private,188352,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+69501,37,Private,359131,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,48,United-States,<=50K
+58257,53,Private,198824,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+77309,27,State-gov,68393,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58027,47,Private,115613,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+4065,42,Private,45363,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+75082,39,Private,121590,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,4787,0,40,United-States,>50K
+48431,58,Local-gov,292379,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+68147,20,Private,482732,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,24,United-States,<=50K
+97108,19,Private,198663,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+1387,39,Private,230329,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+84686,51,Private,29887,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,44,United-States,<=50K
+63518,52,Private,194259,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,Germany,<=50K
+17090,53,Private,126368,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,>50K
+2488,50,Private,108446,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+84218,36,Private,220696,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8273,30,Private,32008,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,72,United-States,<=50K
+23531,30,Private,191777,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+16230,50,Private,185846,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+16000,76,Private,127016,7th-8th,4,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77754,46,Self-emp-not-inc,102308,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,40,United-States,>50K
+70002,24,Private,157894,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+53813,26,Private,345405,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,2885,0,40,United-States,<=50K
+80790,56,Self-emp-not-inc,94156,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+4133,50,Private,145409,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+19085,22,Private,190968,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,40,United-States,<=50K
+37744,23,Local-gov,212803,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+91227,51,Private,168660,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+90044,58,Private,234481,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+62114,38,Private,131461,9th,5,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,24,Haiti,<=50K
+63081,45,Private,408773,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+49468,55,Self-emp-not-inc,126117,HS-grad,9,Widowed,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29061,45,Private,155489,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+38943,42,Private,296749,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+6816,44,State-gov,185832,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,46,United-States,>50K
+79302,60,Private,43235,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+20311,27,Private,213152,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22116,25,Local-gov,334267,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+1431,61,,253101,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,24,United-States,<=50K
+4281,43,Private,64631,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+44983,44,Local-gov,193882,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,1340,40,United-States,<=50K
+57351,63,Private,71800,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,41,United-States,<=50K
+19678,46,Local-gov,170092,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,43,United-States,<=50K
+79551,47,Private,198223,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+66427,37,Private,359796,Some-college,10,Divorced,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+93450,43,Private,110556,HS-grad,9,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+66227,46,Private,196858,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+938,48,,112860,10th,6,Married-civ-spouse,,Wife,Black,Female,0,0,35,United-States,<=50K
+64121,61,Self-emp-not-inc,224784,Assoc-acdm,12,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,90,United-States,<=50K
+39756,53,Federal-gov,271544,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,1977,40,United-States,>50K
+87680,79,,142171,7th-8th,4,Married-civ-spouse,,Husband,White,Male,1409,0,35,United-States,<=50K
+44834,44,Private,221172,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+89686,54,Private,256916,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+80913,22,Private,157332,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+50488,47,Federal-gov,192894,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,>50K
+14320,18,Private,240183,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+98173,25,Private,204338,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+13460,24,Private,122166,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Iran,<=50K
+5579,37,Local-gov,397877,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+20614,51,Private,115066,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,2547,40,United-States,>50K
+60563,35,Self-emp-not-inc,170174,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,60,United-States,>50K
+55807,59,Private,171015,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,34,United-States,<=50K
+13958,46,Private,91262,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+66897,45,Local-gov,127678,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+66825,19,Private,263338,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+10314,22,Private,129508,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,28,United-States,<=50K
+76169,41,Private,192107,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+94457,33,Self-emp-not-inc,93930,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+857,26,Federal-gov,207537,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+65749,22,Private,138542,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,35,United-States,<=50K
+77457,29,Self-emp-not-inc,116207,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+96137,22,Private,198244,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+40897,34,Private,90614,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,2042,10,United-States,<=50K
+20420,23,Private,211160,12th,8,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+51430,20,Private,194630,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,3781,0,50,United-States,<=50K
+27662,25,Private,161478,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+15208,59,Private,144071,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+45538,44,Private,167005,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,55,United-States,<=50K
+90486,55,Private,342121,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+74519,77,Self-emp-not-inc,71676,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,1944,1,United-States,<=50K
+31248,42,Private,124692,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+77505,47,Private,147236,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+28641,42,Private,145175,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+90533,45,Private,259323,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48422,23,Private,154978,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Guatemala,<=50K
+91767,60,,163946,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+70598,23,Private,127768,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13201,52,Private,98588,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53582,49,Private,192894,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75824,20,Private,194848,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+19961,20,Private,34446,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+60746,23,Local-gov,177265,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,45,United-States,<=50K
+32680,30,Private,142977,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+75873,45,Private,241350,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,>50K
+72451,30,Private,154882,Prof-school,15,Widowed,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+2570,17,Private,60562,9th,5,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+46930,22,Private,142566,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78339,25,Private,176162,Bachelors,13,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+55596,52,Private,186303,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,Canada,>50K
+74733,40,Private,237671,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+2387,18,,184416,10th,6,Never-married,,Own-child,Black,Male,0,0,30,United-States,<=50K
+55499,58,Private,68624,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+43124,30,Private,229504,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+48542,59,Private,340591,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3942,0,40,United-States,<=50K
+84115,29,Private,262208,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,30,Jamaica,<=50K
+90135,26,Private,236008,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+17137,39,Local-gov,214284,Bachelors,13,Widowed,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,10,Japan,<=50K
+65438,33,Private,169496,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+31398,21,,205940,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+26653,22,Private,195179,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+45712,25,Private,469697,Some-college,10,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+81905,19,,140242,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+77961,44,Private,214415,Some-college,10,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95869,35,Private,452283,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+73793,40,Private,244172,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+22084,19,Private,231972,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+3218,37,Private,412296,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,>50K
+18637,32,Private,30497,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+53360,52,Self-emp-not-inc,189216,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+55622,36,Private,268292,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,<=50K
+61748,38,Private,69306,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+60028,57,State-gov,111224,Bachelors,13,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,39,United-States,<=50K
+71578,22,State-gov,309348,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+38496,80,,174995,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,Canada,<=50K
+61532,20,Private,210781,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+3680,40,Private,286750,11th,7,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,36,United-States,<=50K
+61036,36,Self-emp-not-inc,321274,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+29524,27,Private,192936,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8482,52,Private,72743,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+5884,43,Private,187861,HS-grad,9,Separated,Transport-moving,Unmarried,White,Female,0,0,44,United-States,<=50K
+12723,35,Private,179579,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+2108,29,Private,663394,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+65186,27,Private,302422,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+46482,24,,154373,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+39174,49,Local-gov,37353,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46751,26,Self-emp-not-inc,109609,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+70007,47,Private,184402,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+71234,20,Private,224640,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+57565,19,Private,405526,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+36976,34,Private,36385,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,2258,50,United-States,<=50K
+19254,20,Private,147884,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+13727,23,Private,164231,11th,7,Separated,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+88323,25,Private,383306,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+112,21,Private,417668,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,36,United-States,<=50K
+80181,25,Private,161007,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+69451,63,State-gov,99823,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,32,United-States,<=50K
+60035,25,Private,37379,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+45969,28,Private,148645,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+34743,39,Private,180477,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+11870,28,Private,123147,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+29831,30,Private,111415,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+42756,41,Local-gov,107327,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+16357,52,Local-gov,146565,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,4865,0,30,United-States,<=50K
+46651,36,Private,267556,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,40,United-States,<=50K
+24852,47,Private,284871,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+54433,27,Private,194690,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,50,Mexico,<=50K
+26160,32,Federal-gov,145983,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+16776,52,Private,163998,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,99999,0,45,United-States,>50K
+13893,50,Private,128478,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+83777,21,Private,250647,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,30,Nicaragua,<=50K
+2021,60,Private,226949,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+76053,47,Private,157901,11th,7,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,36,United-States,<=50K
+63271,54,Self-emp-not-inc,33863,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+70011,32,Local-gov,40444,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+10850,61,Private,54373,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+28605,21,Private,52753,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1504,40,United-States,<=50K
+6430,29,Self-emp-not-inc,104423,Some-college,10,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,4386,0,45,United-States,>50K
+52047,36,Local-gov,305714,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,70,United-States,<=50K
+20314,38,Local-gov,167440,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+60169,59,Private,291529,10th,6,Widowed,Machine-op-inspct,Not-in-family,White,Male,0,0,52,United-States,<=50K
+353,43,Private,243380,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+5234,19,Private,38619,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+26964,42,Private,230684,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+85188,33,Private,132601,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+68691,47,Private,193285,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,5013,0,40,United-States,<=50K
+87887,51,Private,279156,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+84130,28,Private,339372,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97849,61,Private,101265,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+2595,23,Private,117789,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+51031,31,Private,312667,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+67953,38,Self-emp-not-inc,255503,11th,7,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+61128,21,Private,221955,9th,5,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+82269,22,Private,139190,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+16916,35,Private,185556,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+78337,53,Federal-gov,84278,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+69395,40,Private,114580,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,24,United-States,>50K
+50268,36,Private,185405,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+88560,33,Self-emp-not-inc,199539,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+59443,23,Private,346480,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+51941,51,Local-gov,349431,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+18407,31,Private,219619,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,48,United-States,<=50K
+28944,28,Local-gov,127491,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,5721,0,40,United-States,<=50K
+66206,26,Self-emp-not-inc,253899,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70576,32,Private,155232,Bachelors,13,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,60,United-States,>50K
+28843,43,Private,182437,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+89039,19,Private,530454,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+55581,46,Private,101430,11th,7,Divorced,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+60542,49,Local-gov,358668,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+85168,31,Private,90668,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68116,45,Private,126141,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+63109,41,Private,238355,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+61876,22,Private,194031,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+50932,25,Private,117833,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+46312,46,Private,249686,Prof-school,15,Separated,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+11962,44,Self-emp-not-inc,219591,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41379,25,Private,221757,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+31687,30,Private,80625,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73179,54,Private,185407,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+89875,34,Private,163110,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+42560,34,,24504,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98969,30,Private,159187,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,55,United-States,>50K
+42861,21,Private,100462,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Female,2174,0,60,United-States,<=50K
+76658,27,Private,192936,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80401,29,Private,145011,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+56648,60,Self-emp-inc,181196,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+39653,36,Self-emp-not-inc,37778,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+32033,27,Private,60288,Masters,14,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+90615,57,Self-emp-not-inc,84231,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,United-States,<=50K
+38637,24,Private,52028,1st-4th,2,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,5,Vietnam,<=50K
+94280,63,Private,318763,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,22,United-States,<=50K
+68064,29,Private,168138,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+72294,34,Private,113530,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+72212,27,Private,321896,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27602,31,Private,145791,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+35413,31,Private,131425,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5157,55,Private,145214,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,4650,0,20,United-States,<=50K
+44130,64,Local-gov,142166,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,<=50K
+3148,20,Private,494784,HS-grad,9,Never-married,Sales,Other-relative,Black,Female,0,0,35,United-States,<=50K
+7301,44,Self-emp-not-inc,172479,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,60,United-States,>50K
+27104,35,Private,184655,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+4916,41,Local-gov,26669,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70470,38,Private,191479,Some-college,10,Divorced,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+48207,21,Private,86625,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,,<=50K
+71925,64,State-gov,111795,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+13890,42,Private,242564,7th-8th,4,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,2205,40,United-States,<=50K
+23101,31,Private,364657,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,>50K
+16496,42,Self-emp-not-inc,436107,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+12066,35,Private,272476,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,>50K
+34366,36,Federal-gov,47310,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,>50K
+30497,23,Private,283796,12th,8,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,30,Mexico,<=50K
+99463,20,Private,161092,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,14,United-States,<=50K
+34247,26,Local-gov,265230,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+76252,56,Federal-gov,61885,Bachelors,13,Never-married,Transport-moving,Not-in-family,Black,Male,0,2001,65,United-States,<=50K
+94655,40,Private,150471,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13603,19,Private,183041,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+75486,33,Private,176673,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+16590,45,Federal-gov,235891,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,Columbia,<=50K
+53337,41,Private,163287,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,43,United-States,>50K
+92162,29,Private,164040,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+13735,46,Local-gov,324561,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+74541,48,Private,99127,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+76364,38,Private,334999,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+38619,29,Private,543477,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+46243,35,Private,65876,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83240,59,Local-gov,105866,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,30,United-States,<=50K
+3178,27,Private,214858,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+67010,43,Private,154076,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+78405,70,Private,280307,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,Cuba,<=50K
+65569,30,Private,97723,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+17340,24,Private,233499,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+10919,76,Local-gov,259612,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,15,United-States,<=50K
+80430,25,Private,236977,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,40,Mexico,<=50K
+8236,39,Private,347814,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,56,United-States,<=50K
+3453,36,Local-gov,197495,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52960,23,Private,227594,12th,8,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+95963,60,Private,165441,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+80803,20,,337488,Some-college,10,Never-married,,Own-child,Black,Male,0,0,30,United-States,<=50K
+78137,54,Private,167552,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Haiti,>50K
+41920,20,Private,396722,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7781,22,Federal-gov,146538,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+82810,24,Private,51973,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+49186,41,Private,144778,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36231,35,Private,169672,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3202,23,Private,240137,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,Mexico,<=50K
+77664,54,State-gov,103179,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+46985,17,Private,172050,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+24199,43,Private,178976,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+9926,33,Private,176185,12th,8,Divorced,Craft-repair,Not-in-family,White,Male,0,2258,42,United-States,<=50K
+48681,30,Private,158200,Prof-school,15,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,40,,<=50K
+25478,38,Federal-gov,172571,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+91578,54,Self-emp-not-inc,226735,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,45,United-States,<=50K
+76754,39,Private,148015,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,52,United-States,<=50K
+13469,32,Private,199529,Some-college,10,Separated,Tech-support,Not-in-family,Amer-Indian-Eskimo,Male,0,1980,40,United-States,<=50K
+25666,61,Local-gov,35001,7th-8th,4,Married-civ-spouse,Adm-clerical,Husband,White,Male,2885,0,40,United-States,<=50K
+13869,24,,67586,Assoc-voc,11,Married-civ-spouse,,Wife,Black,Female,0,0,35,United-States,<=50K
+62670,22,Private,88126,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+92002,34,Private,226296,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+26742,18,Private,452452,10th,6,Never-married,Priv-house-serv,Own-child,Black,Female,0,0,20,United-States,<=50K
+4088,20,Private,378546,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,25,United-States,<=50K
+15411,53,Federal-gov,186087,HS-grad,9,Divorced,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+92161,32,Private,27856,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92513,68,Self-emp-not-inc,234859,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+86017,28,Private,71733,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,15,United-States,<=50K
+89261,28,Private,207473,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,El-Salvador,<=50K
+5428,54,Private,179291,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,56,Haiti,>50K
+42460,21,,253190,Some-college,10,Never-married,,Own-child,White,Male,0,0,48,United-States,<=50K
+19668,52,Private,92968,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,,<=50K
+30256,25,Private,209286,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59235,30,Private,122889,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,India,>50K
+57508,33,Private,112358,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+3991,49,Private,176341,Bachelors,13,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+39308,58,Private,247276,7th-8th,4,Widowed,Other-service,Not-in-family,Other,Female,0,0,30,United-States,<=50K
+84214,45,Private,276087,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,24,United-States,>50K
+86792,67,Private,257557,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Black,Male,10566,0,40,United-States,<=50K
+6999,42,Local-gov,177937,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,,<=50K
+25683,69,Self-emp-inc,106395,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+82309,61,Private,167138,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99272,34,Private,213887,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91228,28,Private,185647,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+35465,19,Private,143360,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,34,United-States,<=50K
+69686,31,Self-emp-not-inc,176862,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29194,32,Federal-gov,97614,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46826,76,,224680,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,1258,20,United-States,<=50K
+44259,53,Private,196763,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+23380,46,Private,306183,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+83887,43,Self-emp-not-inc,343061,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,4508,0,40,Cuba,<=50K
+44961,48,,193047,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+1709,39,Private,348521,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2415,99,United-States,>50K
+66932,59,Private,195835,7th-8th,4,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78209,19,Private,106273,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+32789,40,Private,222756,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+80624,63,Self-emp-inc,110610,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+19448,44,,191982,Some-college,10,Divorced,,Unmarried,White,Female,0,0,10,Poland,<=50K
+90563,46,Private,247286,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+68407,22,Private,219042,10th,6,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+73105,36,Private,224566,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,1669,45,United-States,<=50K
+62206,57,Private,204751,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+37297,58,Private,113398,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+24137,25,,170428,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Male,0,0,28,Taiwan,<=50K
+68376,59,Private,258579,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,35,United-States,>50K
+17348,36,Private,162424,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+95166,29,Private,263005,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,Germany,<=50K
+8928,49,Self-emp-inc,26502,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,6497,0,45,United-States,<=50K
+59489,42,Private,369131,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+48296,43,Local-gov,114859,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,17,United-States,<=50K
+85509,46,Private,405309,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+33858,43,Local-gov,323627,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,12,United-States,<=50K
+36206,40,Private,106698,Assoc-acdm,12,Divorced,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+61728,43,Private,51506,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+40631,48,Private,117251,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+53332,26,Private,106705,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,28,United-States,<=50K
+42896,30,Private,217296,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+51526,58,Private,34788,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+11141,43,Private,143368,HS-grad,9,Divorced,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+23748,53,Local-gov,86600,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+30836,74,State-gov,117017,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,16,United-States,<=50K
+68589,64,,104756,Some-college,10,Widowed,,Unmarried,White,Female,0,0,8,United-States,<=50K
+10114,45,Private,55720,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+66250,32,State-gov,481096,5th-6th,3,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,10,United-States,<=50K
+48275,23,,281668,10th,6,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+54256,38,Private,186145,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+90157,42,Self-emp-not-inc,96524,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+94225,24,Local-gov,187397,Some-college,10,Never-married,Protective-serv,Unmarried,Other,Male,1151,0,40,United-States,<=50K
+33668,63,Private,181153,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+6580,25,Local-gov,375170,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,35,United-States,<=50K
+8757,37,Private,360743,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+28525,28,Self-emp-not-inc,420054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+36749,31,Private,137681,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+52539,46,Private,28419,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+56077,44,Private,101214,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,44,United-States,>50K
+58397,42,Local-gov,213019,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+97111,45,Private,207540,Doctorate,16,Separated,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+37431,52,Private,145333,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+54545,40,Private,107306,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+63966,26,Private,195327,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+25629,55,Private,196126,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+12463,17,Private,175465,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,14,United-States,<=50K
+12420,27,Private,197905,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+27424,71,Self-emp-inc,118119,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,50,United-States,>50K
+50422,35,Private,172571,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+90141,17,Private,25051,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+85608,26,Private,210714,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,52,United-States,>50K
+7234,22,Private,183083,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+53473,51,Private,99185,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+2543,33,Private,283921,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10465,41,Local-gov,396467,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+13748,50,Private,158680,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+60513,26,Private,202091,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+17474,21,Private,285127,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+99171,53,Private,218630,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+18662,32,Self-emp-inc,99309,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+91016,19,Private,165505,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+62335,22,Private,122272,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+7878,58,Private,147707,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+51501,47,Federal-gov,44257,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+21173,51,Self-emp-inc,194995,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+66310,42,State-gov,345969,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+34822,28,Private,31842,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+40987,29,Private,143582,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,35,Vietnam,<=50K
+33251,50,Private,161438,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+37030,22,Private,317019,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+34860,47,Self-emp-not-inc,158451,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+72485,60,Private,225883,Some-college,10,Widowed,Sales,Unmarried,White,Female,0,0,27,United-States,<=50K
+32359,46,Self-emp-not-inc,176319,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Female,7298,0,40,United-States,>50K
+87030,58,Self-emp-inc,258883,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+1000,62,Private,26966,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34009,47,Private,202812,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+10986,59,Private,35411,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56,41,Private,190885,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+24482,31,Private,182162,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,37,United-States,<=50K
+70616,18,Private,352640,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+7227,64,Self-emp-not-inc,213945,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+83727,51,Self-emp-not-inc,135102,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+98437,47,Self-emp-not-inc,102583,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+62573,68,Private,225612,Bachelors,13,Widowed,Sales,Not-in-family,White,Male,0,0,35,United-States,>50K
+72337,32,Private,241802,HS-grad,9,Married-civ-spouse,Other-service,Wife,Other,Female,0,0,40,United-States,<=50K
+24843,39,Private,347434,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,43,Mexico,<=50K
+2912,37,Private,305259,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,<=50K
+39054,29,Private,140830,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+83899,44,Private,291568,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,40,United-States,<=50K
+7112,46,Private,203067,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+2904,40,Self-emp-not-inc,155106,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+87210,19,,252752,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,35,United-States,<=50K
+25513,65,,404601,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2414,0,30,United-States,<=50K
+86556,52,Local-gov,100226,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+7715,40,Private,63503,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+55725,61,Private,95929,9th,5,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64249,30,Private,187618,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+51551,61,Self-emp-not-inc,92178,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+43496,33,Private,220362,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,84,United-States,>50K
+72690,32,Local-gov,209900,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+9852,32,Private,272376,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66863,32,Self-emp-not-inc,173854,Bachelors,13,Divorced,Prof-specialty,Other-relative,White,Male,0,0,35,United-States,>50K
+52057,37,Private,278924,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84303,53,Private,324568,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+22645,51,Self-emp-inc,124963,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+9185,29,Private,211299,Assoc-voc,11,Never-married,Sales,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+13984,48,Private,192791,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+63899,69,Private,182862,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,15831,0,40,United-States,>50K
+63397,28,Private,46868,Masters,14,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71674,55,Local-gov,31365,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+46997,45,Private,148171,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,40,United-States,>50K
+88800,18,Private,142647,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+54319,60,Private,116230,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68943,38,Private,108907,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,,<=50K
+51795,19,Private,495982,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+71435,18,Private,334026,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,25,United-States,<=50K
+41015,33,Private,268571,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+32161,33,Private,213813,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+82360,29,Private,241667,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+4912,37,Private,160920,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+41916,50,Private,107265,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+79524,19,,41609,Some-college,10,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+85576,28,Private,129460,10th,6,Widowed,Adm-clerical,Unmarried,White,Female,0,2238,35,United-States,<=50K
+23881,43,,109912,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,7,United-States,>50K
+41800,23,Private,167424,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+66327,47,Private,270079,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+41034,21,Private,325923,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,35,United-States,<=50K
+89594,19,Private,194905,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+82307,47,Local-gov,183486,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+5658,36,Federal-gov,153066,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+46126,62,Self-emp-inc,56248,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2415,60,United-States,>50K
+17974,65,Private,105252,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+55361,46,Self-emp-not-inc,168195,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,45,United-States,>50K
+90242,35,Private,167735,11th,7,Never-married,Craft-repair,Own-child,White,Male,6849,0,40,United-States,<=50K
+64506,50,Private,146310,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+43502,20,Private,256504,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,6,United-States,<=50K
+21884,17,Private,121425,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+1275,33,Private,146440,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+90453,57,,155259,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85094,53,Self-emp-not-inc,98829,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+50731,47,Self-emp-inc,239321,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+27753,62,Self-emp-inc,134768,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+56173,35,Private,556902,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78279,27,Private,47907,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+34122,23,Private,114357,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,50,United-States,<=50K
+3951,27,Private,189462,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1504,45,United-States,<=50K
+83308,39,Private,90646,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+88299,25,Private,232914,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,38,United-States,<=50K
+35615,24,Private,192201,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+51109,23,Private,27776,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+9824,29,Private,137476,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+54559,30,Private,100734,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,38,United-States,<=50K
+82481,34,Private,111746,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,45,Portugal,<=50K
+57919,32,Private,184833,10th,6,Separated,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+63186,18,Private,414721,11th,7,Never-married,Other-service,Own-child,Black,Male,0,1602,23,United-States,<=50K
+97137,20,Private,151780,Assoc-voc,11,Never-married,Sales,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+62592,38,State-gov,203628,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+1422,18,Private,137363,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+22184,41,Private,172307,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+34655,21,Private,273403,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+95676,36,State-gov,37931,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+123,61,Private,97030,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+28379,30,Private,54608,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+70265,26,Private,108542,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+41567,27,Private,253814,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+78222,45,Private,421412,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+76729,47,Private,207140,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+3069,19,Private,138153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+72170,29,Private,46987,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+28492,51,Self-emp-inc,183173,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+79136,34,Local-gov,229531,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+79912,42,Self-emp-not-inc,320744,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3908,0,45,United-States,<=50K
+1789,26,Private,257405,5th-6th,3,Never-married,Farming-fishing,Other-relative,Black,Male,0,0,40,Mexico,<=50K
+1466,20,State-gov,432052,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,15,United-States,<=50K
+78330,43,Private,397280,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+49249,20,Private,38001,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+75714,27,Private,101618,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+31028,46,Federal-gov,332727,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+566,39,Private,115215,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+84483,33,Private,178449,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,49,United-States,<=50K
+9827,42,Private,185267,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,32,United-States,<=50K
+77965,23,Private,410439,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+38750,29,Private,85572,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,42,United-States,>50K
+12625,27,Private,83517,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+80166,43,Self-emp-not-inc,194726,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+85707,23,Private,322674,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52276,40,Local-gov,34540,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,44,United-States,<=50K
+43634,35,Local-gov,211073,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,61,United-States,>50K
+15846,30,Private,194901,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+47215,59,Private,117059,11th,7,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+18224,65,Self-emp-not-inc,78875,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,2290,0,40,United-States,<=50K
+29055,28,Private,51461,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+85294,79,Private,266119,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+28841,43,Local-gov,92374,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,35,United-States,>50K
+7045,54,Private,175262,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+22146,27,Private,208249,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,62,United-States,<=50K
+58623,30,Private,196385,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,35,United-States,>50K
+79692,22,,110622,Bachelors,13,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,15,Taiwan,<=50K
+8923,34,Private,146980,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,65,United-States,<=50K
+46742,18,Private,112974,11th,7,Never-married,Prof-specialty,Other-relative,White,Male,0,0,3,United-States,<=50K
+3478,40,Self-emp-not-inc,175943,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,15,United-States,>50K
+44860,28,Private,163265,9th,5,Married-civ-spouse,Sales,Husband,White,Male,4508,0,40,United-States,<=50K
+24231,18,Private,210932,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+87970,46,Private,145290,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48180,23,Private,198992,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+33095,77,,174887,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+92885,41,Federal-gov,36651,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,40,United-States,>50K
+15188,48,Private,190072,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+68706,29,Private,49087,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+33250,41,Private,126622,11th,7,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+70282,41,Private,174189,9th,5,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67398,34,Private,118605,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+10632,49,Self-emp-not-inc,377622,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+97932,49,Private,157272,HS-grad,9,Separated,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+27563,30,Private,78530,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64950,28,Private,190391,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20804,62,State-gov,162678,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+75589,41,Private,103980,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,52,United-States,<=50K
+10110,20,Private,293726,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6417,61,Private,98350,Preschool,1,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+86923,30,Private,207668,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,60,Hungary,<=50K
+71724,29,Federal-gov,41013,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+49051,50,Private,188186,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,1590,45,United-States,<=50K
+54805,44,Federal-gov,320071,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+63109,25,Private,306908,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+34761,62,Private,167652,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49072,57,Private,173580,Some-college,10,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+38738,35,Private,273612,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+22221,26,Private,195555,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26922,60,Private,186446,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+31246,22,Private,418405,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47086,62,Local-gov,41793,Masters,14,Separated,Prof-specialty,Not-in-family,White,Female,0,0,50,,<=50K
+87161,26,Private,183965,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1595,26,Private,354784,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+47541,44,Private,198096,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+9485,32,Private,732102,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6306,66,Self-emp-not-inc,97847,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+26330,24,Private,196678,Preschool,1,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+54975,19,Private,320014,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+96690,54,Self-emp-inc,298215,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+89230,37,Private,295127,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99291,38,Private,368140,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+48646,37,Self-emp-not-inc,187411,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,,<=50K
+54299,22,,121070,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+69366,34,Private,212163,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+3997,35,Self-emp-not-inc,108198,HS-grad,9,Divorced,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,15,United-States,<=50K
+58962,42,Federal-gov,294431,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+99573,47,Federal-gov,202560,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+42236,29,Self-emp-inc,266070,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,80,United-States,<=50K
+8018,34,Private,346122,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96945,38,Self-emp-inc,308686,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,>50K
+94701,62,Self-emp-inc,236096,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+87932,35,Private,187711,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22467,37,Private,238959,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+34470,47,Private,93557,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+7521,37,Private,329980,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+74742,22,Private,125010,Assoc-voc,11,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,30,United-States,<=50K
+68581,60,Self-emp-inc,90915,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+22778,31,Private,289731,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25557,74,,33114,10th,6,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,1797,0,30,United-States,<=50K
+33865,63,Private,206052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90656,30,Private,191385,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64264,44,,268804,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,30,United-States,<=50K
+14915,40,Self-emp-inc,191429,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+70449,35,Self-emp-not-inc,199753,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+63454,50,Local-gov,92486,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21206,18,Private,171088,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,10,United-States,<=50K
+96368,33,Private,112820,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+48199,59,Self-emp-not-inc,32855,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+20618,17,Private,142964,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+24734,47,Private,89146,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+97011,51,,147015,Some-college,10,Divorced,,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+98413,26,Private,291968,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37335,32,Local-gov,29235,Some-college,10,Married-civ-spouse,Protective-serv,Wife,White,Female,0,0,40,France,>50K
+64741,55,Private,238216,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87391,36,State-gov,323726,Some-college,10,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+91035,54,Private,141663,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+88030,19,,218471,HS-grad,9,Never-married,,Own-child,White,Female,0,1602,30,United-States,<=50K
+16991,32,Private,118551,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+51380,52,Local-gov,35092,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53140,39,Private,139703,HS-grad,9,Married-spouse-absent,Sales,Unmarried,Black,Female,0,0,28,Jamaica,<=50K
+11802,39,Federal-gov,206190,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+31433,59,Self-emp-not-inc,178353,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1796,55,Federal-gov,169133,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+97448,54,Self-emp-not-inc,103179,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+60711,31,Private,354464,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+16057,19,,124651,11th,7,Never-married,,Own-child,Black,Male,0,0,25,United-States,<=50K
+87474,30,Private,60426,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+37601,47,Federal-gov,98726,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43608,31,Private,133861,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37423,32,Self-emp-not-inc,180303,Bachelors,13,Divorced,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,47,Iran,<=50K
+40942,33,Private,221324,Assoc-voc,11,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35809,31,Private,325658,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+45505,32,Private,210562,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+29713,46,Private,152249,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+50592,29,Private,178649,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,20,France,<=50K
+3098,41,State-gov,48997,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+39549,39,Private,243409,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+33640,34,Private,162442,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+88677,23,Private,203078,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Male,0,0,24,United-States,<=50K
+96579,53,Self-emp-inc,155983,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+65635,45,Self-emp-not-inc,182677,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Thailand,<=50K
+88924,34,,170276,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,10,United-States,>50K
+87687,47,Private,105381,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68451,24,,256240,7th-8th,4,Married-civ-spouse,,Own-child,White,Male,0,0,60,United-States,<=50K
+29998,42,Private,210275,Masters,14,Divorced,Tech-support,Unmarried,Black,Female,4687,0,35,United-States,>50K
+78550,53,Private,150980,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,40,United-States,<=50K
+40960,38,Self-emp-inc,141584,HS-grad,9,Divorced,Sales,Unmarried,White,Male,0,0,55,United-States,<=50K
+3208,26,Private,113571,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+19969,18,Private,154089,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+6589,43,Private,50197,10th,6,Separated,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+82816,26,Private,132572,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,32,United-States,<=50K
+98268,47,Private,238185,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47191,26,Private,112754,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,>50K
+18959,21,,357029,Some-college,10,Married-civ-spouse,,Wife,Black,Female,2105,0,20,United-States,<=50K
+18855,32,State-gov,213389,Some-college,10,Divorced,Protective-serv,Unmarried,White,Female,0,1726,38,United-States,<=50K
+76396,48,Self-emp-inc,287647,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+7139,39,Private,150061,Masters,14,Divorced,Exec-managerial,Unmarried,Black,Female,15020,0,60,United-States,>50K
+5236,58,Self-emp-inc,143266,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+57868,55,Self-emp-not-inc,68006,7th-8th,4,Never-married,Other-service,Other-relative,White,Female,0,0,60,United-States,<=50K
+89821,40,Private,287079,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,55,United-States,<=50K
+57227,33,Private,223212,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+73895,74,Self-emp-not-inc,173929,Doctorate,16,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,25,United-States,>50K
+11632,49,Self-emp-not-inc,182211,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,55,United-States,<=50K
+71969,56,Self-emp-not-inc,62539,11th,7,Widowed,Other-service,Unmarried,White,Female,0,0,65,Greece,>50K
+63705,29,Private,157612,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,14344,0,40,United-States,>50K
+94953,25,Private,305472,Assoc-acdm,12,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,48,United-States,<=50K
+57313,57,Private,548256,12th,8,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+27962,29,Private,40295,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+62574,28,Private,112403,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,2354,0,40,United-States,<=50K
+71383,59,Private,31137,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+98067,30,Private,116138,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,27828,0,60,United-States,>50K
+77608,28,,127833,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+6788,19,Private,201743,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+34774,40,Private,240027,Some-college,10,Never-married,Sales,Unmarried,Black,Female,0,0,45,United-States,<=50K
+42199,28,Private,129882,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+55843,48,,355890,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,>50K
+23570,20,Private,107658,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,10,Canada,<=50K
+23134,58,Private,136841,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,35,United-States,>50K
+20422,19,Private,146679,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Male,0,0,30,United-States,<=50K
+28549,75,,35724,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+4199,24,Federal-gov,42251,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+21036,31,Private,113838,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+59782,28,Self-emp-not-inc,282398,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+68767,41,Private,33331,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+56372,23,Federal-gov,41031,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+43279,46,Private,155489,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,>50K
+96021,33,Private,53042,12th,8,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+36923,34,Private,174789,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+49653,47,Local-gov,203067,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+13425,81,Private,177408,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2377,26,United-States,>50K
+3179,45,Private,216626,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Other,Male,0,0,40,Columbia,<=50K
+84930,35,Private,93034,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+13004,59,Self-emp-not-inc,188003,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+22551,46,Local-gov,65535,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+5199,39,Private,366757,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+43620,23,Private,414545,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+53849,25,Private,295919,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+58719,37,Private,34378,1st-4th,2,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35427,49,Self-emp-inc,58359,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+14596,25,Private,476334,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+89853,32,Private,255424,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+34105,34,Local-gov,175856,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56570,40,Private,124692,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+43842,33,Private,118551,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+47274,78,,292019,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+30276,31,Private,288566,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,43,United-States,>50K
+83368,61,Private,137733,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+79709,22,Private,39432,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21917,29,Private,138537,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+24789,37,Private,709445,HS-grad,9,Separated,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+43914,35,Private,194809,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+34268,52,Self-emp-inc,89041,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+37253,37,,299090,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+61274,18,Private,159561,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+61844,37,Private,236328,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+80030,46,Private,269045,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+39527,25,,196627,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+6266,47,Federal-gov,323798,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+49536,55,Private,463072,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+70220,32,Private,199655,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Other,Female,0,1740,40,,<=50K
+57778,25,Self-emp-inc,98756,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,50,United-States,<=50K
+90194,50,State-gov,161075,HS-grad,9,Widowed,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+24257,18,Private,192485,12th,8,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,20,United-States,<=50K
+49560,25,Private,201579,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+98716,23,Private,117606,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59844,51,,177487,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+3953,47,Self-emp-not-inc,237731,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,2829,0,65,United-States,<=50K
+89660,37,Private,60313,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+76121,37,Private,270059,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,25236,0,25,United-States,>50K
+12743,27,Private,169958,5th-6th,3,Never-married,Craft-repair,Own-child,White,Male,0,0,40,,<=50K
+54850,19,Private,240686,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+59926,52,Local-gov,124793,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78113,25,Self-emp-not-inc,113948,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,45,United-States,<=50K
+21045,17,,241021,12th,8,Never-married,,Own-child,Other,Female,0,0,40,United-States,<=50K
+5711,21,Private,147655,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+66290,41,Self-emp-not-inc,38876,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+53439,55,Private,117299,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+4533,20,,114813,10th,6,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+25845,24,Private,136310,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+93620,41,Federal-gov,153132,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+41434,23,Private,197552,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+24474,33,Private,69748,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+78186,29,Private,175738,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+13026,50,State-gov,78649,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+357,37,Self-emp-inc,188774,11th,7,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,60,,<=50K
+42677,48,Private,155659,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+65062,19,Federal-gov,215891,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+53479,40,Private,144928,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65534,30,Private,33688,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Female,0,1669,70,United-States,<=50K
+23590,65,Private,262446,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+40741,44,Federal-gov,191295,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,48,United-States,<=50K
+94839,32,Private,279173,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+70606,41,Private,153031,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+57686,28,Private,202239,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+20823,44,Federal-gov,469454,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,48,United-States,>50K
+18572,39,Local-gov,164156,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Female,0,0,55,United-States,<=50K
+93616,59,Private,196482,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+61648,31,Private,176185,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,France,>50K
+1929,34,Private,287315,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1447,20,Private,117210,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+76463,33,Private,41610,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+89960,52,Private,160703,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+60740,31,Private,80511,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Female,0,0,44,United-States,<=50K
+51744,39,Private,219155,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+29858,35,Private,106347,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+20087,37,Self-emp-not-inc,68899,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2129,40,United-States,<=50K
+96396,44,Self-emp-not-inc,163985,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,32,United-States,>50K
+90175,28,Private,270887,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+82246,17,Private,205726,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+19359,23,Private,218899,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,60,United-States,<=50K
+98825,35,Private,186183,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,80,United-States,>50K
+76064,19,Private,248749,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+91046,30,Private,197558,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+25072,27,Private,176514,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69249,29,,116820,HS-grad,9,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+76891,27,Private,128730,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Male,10520,0,65,Greece,>50K
+98524,37,Private,215503,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,45,United-States,>50K
+69469,44,Private,226129,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+73995,34,Private,175856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,55,United-States,>50K
+81247,43,Private,281138,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42671,41,Private,98061,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88093,34,Self-emp-not-inc,260560,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+60900,23,Private,289909,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+92068,51,Private,59590,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+30800,24,Private,236769,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+23266,38,Self-emp-not-inc,423616,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,24,United-States,>50K
+43860,24,Private,291407,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+8552,53,Self-emp-inc,100029,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+54529,33,Private,204494,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,56,United-States,>50K
+89399,24,Private,201680,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+66327,45,Private,154308,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+33870,31,Private,150324,11th,7,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+82443,38,Local-gov,331609,Some-college,10,Widowed,Transport-moving,Not-in-family,Black,Female,0,0,47,United-States,<=50K
+46278,28,Private,100829,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+61644,38,Private,203169,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+56734,25,Private,122075,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+59088,29,Private,178778,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42728,29,Private,276345,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+13159,48,Private,233511,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+38857,24,Private,289448,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+54238,31,Private,173350,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+29807,36,Private,130589,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+24316,62,Private,94318,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+99448,25,Private,297531,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+12734,55,Private,129762,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+86136,21,Private,182614,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,Poland,<=50K
+13885,60,Private,120067,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+96520,41,Private,182370,Assoc-acdm,12,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+60748,43,State-gov,60949,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80506,30,Private,190511,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+78384,47,Private,188195,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+7248,50,Private,89534,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+27145,41,Self-emp-inc,125831,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1887,55,United-States,>50K
+70620,23,Private,183358,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+25183,38,,75024,7th-8th,4,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55934,30,Private,251120,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,England,<=50K
+943,35,Private,108946,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+96370,25,Private,93223,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+91945,61,Private,147393,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+98213,71,,45801,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,70,United-States,<=50K
+72982,35,State-gov,225385,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+6663,35,Federal-gov,23892,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+93140,38,Private,179668,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Scotland,<=50K
+35017,27,Self-emp-not-inc,404998,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+15882,51,Private,68882,1st-4th,2,Widowed,Other-service,Unmarried,White,Female,0,0,35,Portugal,<=50K
+59221,55,Self-emp-not-inc,194065,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35010,45,Private,357540,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2002,55,United-States,<=50K
+68196,33,Private,185336,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+75281,25,State-gov,152503,Some-college,10,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+51257,52,Private,167794,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+58181,46,Private,96552,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,17,United-States,<=50K
+12641,34,Private,169527,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,4386,0,20,United-States,<=50K
+37475,52,State-gov,254285,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+74229,47,Private,32509,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+73981,46,Private,125492,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+81929,36,Self-emp-inc,186035,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+54678,69,,168794,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,48,United-States,<=50K
+76148,34,Private,191856,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,7298,0,40,United-States,>50K
+18079,36,Private,215503,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+86496,31,Private,187560,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+8919,31,Self-emp-not-inc,252752,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,2415,40,United-States,>50K
+64571,38,Local-gov,210991,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+35609,57,Local-gov,190748,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,35,United-States,<=50K
+72584,24,Private,117767,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+43790,37,Private,301070,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,45,United-States,<=50K
+3449,69,Self-emp-not-inc,204645,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,9386,0,72,United-States,>50K
+31310,39,Private,186183,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+33375,38,Private,131808,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+38162,34,State-gov,156292,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+44194,21,Private,124589,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+40592,21,Private,262819,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+21478,61,Private,95500,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+8946,35,Private,241306,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+440,29,Private,238680,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,55,Outlying-US(Guam-USVI-etc),<=50K
+31464,18,,42293,10th,6,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+78487,41,Local-gov,168071,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+6038,42,Private,337629,12th,8,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,,>50K
+54766,52,Private,168001,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+1035,38,Private,97759,12th,8,Never-married,Other-service,Unmarried,White,Female,0,0,17,United-States,<=50K
+98240,51,Self-emp-not-inc,107096,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+80669,55,Private,76860,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+63478,20,Private,70076,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+92405,23,Private,312017,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18379,24,Private,174138,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22188,48,Private,125892,Bachelors,13,Divorced,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+95544,22,Private,210474,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43617,22,State-gov,157332,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+16676,28,Private,30771,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+92503,28,Private,319768,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,France,>50K
+42410,34,Private,209101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,55,United-States,>50K
+71488,25,Private,324609,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+9772,48,Private,268234,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+77211,32,Local-gov,178109,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,43,United-States,<=50K
+42632,31,Private,25955,9th,5,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,35,United-States,<=50K
+31818,65,,123484,HS-grad,9,Widowed,,Other-relative,White,Female,0,0,25,United-States,<=50K
+95381,56,Local-gov,129762,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+60715,22,Self-emp-not-inc,108506,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,Amer-Indian-Eskimo,Male,0,0,75,United-States,<=50K
+99548,27,Private,241607,Bachelors,13,Never-married,Tech-support,Other-relative,White,Male,0,0,50,United-States,<=50K
+93767,27,Federal-gov,214385,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+86364,30,Local-gov,183000,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+81916,33,Private,290763,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+133,50,Private,171924,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,43,United-States,>50K
+21016,19,Private,97189,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,22,United-States,<=50K
+45532,42,Private,195096,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+66590,37,Federal-gov,329088,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+72564,26,Private,58371,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+1659,32,,256371,12th,8,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+87061,43,Private,35824,Some-college,10,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+77859,47,Private,173271,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35583,26,Private,391349,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+53013,24,Private,86153,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95437,34,Private,295855,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,70,United-States,<=50K
+14210,33,Self-emp-not-inc,327902,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+99755,35,Private,285102,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Taiwan,>50K
+89565,57,Private,178353,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+76224,45,Private,28119,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,7,United-States,<=50K
+27922,42,Private,197522,Some-college,10,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81327,25,Private,108542,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,35,United-States,<=50K
+32845,56,Private,179781,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+50265,25,Private,126974,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+75485,23,Private,180060,Bachelors,13,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+31732,35,Local-gov,38948,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+30932,28,Private,271572,9th,5,Never-married,Other-service,Other-relative,White,Male,0,0,52,United-States,<=50K
+79438,41,Private,177305,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+30705,26,Private,238367,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39585,37,Private,172232,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+92611,22,Private,153805,HS-grad,9,Never-married,Other-service,Unmarried,Other,Male,0,0,20,Puerto-Rico,<=50K
+57458,30,Private,26543,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59816,42,Private,109067,Bachelors,13,Separated,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74719,38,Private,213716,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+76625,49,Private,149809,Preschool,1,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+40468,27,Private,185670,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+51257,43,Federal-gov,233851,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+95670,68,,192052,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,2457,40,United-States,<=50K
+60305,41,Private,193524,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,<=50K
+99626,25,Private,213385,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44498,23,Private,38238,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+1235,68,Private,104438,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Ireland,>50K
+45868,17,Private,202344,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+84931,45,Self-emp-not-inc,43434,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56390,45,Private,102147,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+77727,30,Private,231826,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+97173,49,State-gov,247378,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+33831,42,Private,78765,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,45,United-States,>50K
+78226,29,Private,184078,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+72511,21,Local-gov,102942,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,2001,40,United-States,<=50K
+29664,20,Private,258430,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+12862,59,Private,244554,11th,7,Divorced,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+61177,26,Private,252565,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+32985,25,Private,262778,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+94953,33,Private,162572,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+67996,35,Private,65706,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+31898,45,Federal-gov,102569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+60174,66,Private,350498,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,28,United-States,<=50K
+40720,67,,159542,5th-6th,3,Widowed,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+3391,33,Private,142383,Assoc-acdm,12,Never-married,Sales,Not-in-family,Other,Male,0,0,36,United-States,<=50K
+2875,38,Private,229236,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+24697,72,Private,56559,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,12,United-States,<=50K
+81212,21,Private,27049,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+47092,39,Private,36376,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+61712,41,Private,194360,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+12746,22,Private,246965,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,12,United-States,<=50K
+84951,49,Self-emp-inc,191277,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+94135,24,Private,268525,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,32,United-States,<=50K
+635,25,Private,456604,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+78724,26,Private,223464,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+92578,50,Private,341797,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56958,23,Private,174461,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99977,41,Private,392167,10th,6,Divorced,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+23791,60,Private,210064,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83481,67,,233182,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,7,United-States,<=50K
+93606,77,Local-gov,177550,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,3818,0,14,United-States,<=50K
+84885,62,Private,143312,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+45564,22,Private,326334,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+97279,37,Private,179088,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85076,17,Private,207637,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+21261,52,Federal-gov,37289,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+42410,31,Private,36069,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+79874,23,Federal-gov,53245,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78930,27,Self-emp-inc,399904,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,50,Mexico,<=50K
+12513,38,Self-emp-inc,199346,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,<=50K
+32582,23,Private,343019,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16942,22,State-gov,232742,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+77703,61,Self-emp-not-inc,390472,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+30424,55,Private,290124,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+91304,23,Private,242912,Some-college,10,Never-married,Other-service,Own-child,White,Female,4650,0,40,United-States,<=50K
+14673,39,Private,70240,5th-6th,3,Married-spouse-absent,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+55653,38,Local-gov,286405,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+8996,25,Private,153841,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+80065,25,Private,137367,Bachelors,13,Never-married,Sales,Unmarried,Asian-Pac-Islander,Male,0,0,44,Philippines,<=50K
+660,66,Private,313255,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+25692,30,Private,100734,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+85747,32,Private,248584,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+74993,43,Private,60001,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+68380,18,Private,335065,7th-8th,4,Never-married,Sales,Own-child,White,Male,0,0,30,Mexico,<=50K
+68700,20,Private,219262,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+89537,20,Private,186830,HS-grad,9,Never-married,Transport-moving,Other-relative,Black,Male,0,0,45,United-States,<=50K
+28612,34,Private,226385,Masters,14,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+11297,33,Private,609789,Assoc-acdm,12,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+68970,40,Private,307767,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+37486,33,Private,217460,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+47343,30,Private,104052,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1741,42,United-States,<=50K
+64626,41,Local-gov,160893,Preschool,1,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,30,United-States,<=50K
+81068,20,Private,68358,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+19085,40,Self-emp-not-inc,243636,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+92049,44,Self-emp-not-inc,71269,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43607,50,Private,71898,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,35,Philippines,<=50K
+20810,38,,212048,Prof-school,15,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+29876,30,Local-gov,115040,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,25,United-States,<=50K
+44332,45,Private,111994,Some-college,10,Divorced,Sales,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+2479,25,Private,210794,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+76540,22,,88126,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+60913,25,Private,570821,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44687,63,,146196,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+1041,55,State-gov,169482,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+38324,26,Private,63577,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+44804,22,Private,208946,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17587,41,Self-emp-not-inc,26598,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13636,21,Private,189203,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18603,39,Private,183892,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+21773,82,,194590,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+9468,18,Private,188616,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+1716,60,Private,116707,11th,7,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44566,22,Private,99199,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+1178,39,Local-gov,183620,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,>50K
+37658,34,Private,110476,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+48596,50,Local-gov,157043,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Female,2202,0,30,,<=50K
+54620,53,Private,150726,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18023,27,Private,214695,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,60,United-States,<=50K
+31385,37,Private,172694,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,50,United-States,<=50K
+10292,25,Private,344804,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,Mexico,<=50K
+50912,33,Private,319422,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,Peru,<=50K
+73563,34,State-gov,327902,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+91032,35,Private,438176,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,65,United-States,<=50K
+82445,51,Private,197656,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+7665,33,Private,219838,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+5576,57,Self-emp-not-inc,35561,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+12504,25,,156848,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+95052,56,Private,190257,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+33666,34,Private,156464,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,85,England,>50K
+65665,36,Private,65624,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67592,46,Private,201699,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+54970,55,Private,349910,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,>50K
+47206,88,Self-emp-not-inc,187097,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+53451,60,Self-emp-not-inc,264314,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,Columbia,<=50K
+44572,40,Self-emp-not-inc,282678,Masters,14,Separated,Exec-managerial,Unmarried,White,Female,0,0,20,United-States,<=50K
+21685,21,Private,188923,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,55,United-States,<=50K
+20013,46,Private,114797,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,36,United-States,<=50K
+44722,56,Private,245215,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+93312,36,Self-emp-not-inc,36270,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+64144,67,Self-emp-not-inc,107138,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+58414,35,Private,77820,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+49025,20,Private,39477,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19607,34,Private,58305,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1573,40,United-States,<=50K
+14085,23,Private,359759,HS-grad,9,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+40999,19,,249147,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+8694,19,Private,44797,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,15,United-States,<=50K
+41101,25,Private,164488,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+81235,53,Private,48413,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75218,18,,261276,Some-college,10,Never-married,,Own-child,Black,Female,0,1602,40,Cambodia,<=50K
+46419,31,Self-emp-not-inc,36592,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,91,United-States,<=50K
+66917,33,Private,280923,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+39475,33,Federal-gov,29617,Some-college,10,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+66583,45,Self-emp-inc,208802,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,25236,0,36,United-States,>50K
+66727,35,Private,189240,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+40749,20,,37932,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74640,36,Private,181705,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60109,36,Private,147548,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,85,United-States,<=50K
+77808,51,Self-emp-not-inc,306784,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+17717,45,,260953,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+18932,45,State-gov,190406,Prof-school,15,Divorced,Prof-specialty,Unmarried,Black,Male,25236,0,36,United-States,>50K
+81280,24,Private,230229,5th-6th,3,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+74126,28,Private,46987,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,2174,0,36,United-States,<=50K
+94814,63,Private,301108,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,22,United-States,<=50K
+31007,35,Private,263081,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+80694,25,Self-emp-not-inc,37741,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+19019,36,Private,115834,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,7298,0,55,United-States,>50K
+52725,44,Private,150076,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+48868,49,Self-emp-not-inc,148254,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,28,United-States,<=50K
+38932,52,Private,183611,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+79232,27,Private,258768,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+10435,35,Private,287658,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Male,0,0,40,United-States,<=50K
+73444,51,Private,95946,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+12102,49,Private,31267,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61124,35,Local-gov,302149,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,7298,0,40,Philippines,>50K
+94696,28,Private,250135,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79270,37,Private,176073,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+88092,65,Private,23580,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56268,24,Private,163665,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+83864,30,Federal-gov,43953,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82803,38,Private,144860,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+42980,58,Self-emp-not-inc,61474,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+49601,57,Private,141570,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1977,40,United-States,>50K
+5040,40,Private,225660,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+10784,42,Private,336891,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+96347,31,Self-emp-not-inc,210164,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+38171,17,Private,171080,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+90442,42,Private,143342,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44041,25,Private,281627,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25920,40,Private,409922,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+75289,65,,224472,Prof-school,15,Never-married,,Not-in-family,White,Male,25124,0,80,United-States,>50K
+25509,29,Private,157262,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+6298,31,Private,144949,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+81509,71,Local-gov,303860,Masters,14,Widowed,Exec-managerial,Not-in-family,White,Male,2050,0,20,United-States,<=50K
+82414,34,Private,104293,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+38009,25,Private,195481,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+65688,40,Private,193995,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+38596,67,Private,105216,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+54662,40,Private,147206,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+10898,18,Private,173585,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,18,United-States,<=50K
+36136,38,Private,187870,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,50,United-States,>50K
+98726,38,Private,248919,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Guatemala,<=50K
+36275,42,Private,280410,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,Haiti,<=50K
+96296,36,State-gov,170861,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+17504,23,Self-emp-not-inc,409230,1st-4th,2,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+34779,56,Private,340171,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+20694,36,Private,41017,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+50341,22,Private,416356,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+59874,39,Private,261504,12th,8,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+88232,36,State-gov,205555,Prof-school,15,Divorced,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+62833,44,Private,245317,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,>50K
+23743,38,Private,153685,11th,7,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,52,United-States,<=50K
+91177,19,,169758,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+47196,37,Private,99374,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+19397,57,Local-gov,139452,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,16,United-States,<=50K
+53154,54,Private,227832,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95271,18,Self-emp-not-inc,213024,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,30,United-States,<=50K
+74026,22,,24008,Some-college,10,Never-married,,Own-child,White,Male,0,0,72,United-States,<=50K
+26151,63,Self-emp-not-inc,33487,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88151,38,Self-emp-inc,187934,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,Poland,<=50K
+88540,26,Private,421561,11th,7,Married-civ-spouse,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+20248,40,Private,109969,11th,7,Divorced,Other-service,Other-relative,White,Female,0,0,20,United-States,<=50K
+17725,20,Private,116830,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39792,39,Private,117166,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2635,0,40,United-States,<=50K
+43287,28,Private,106951,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,42,United-States,<=50K
+33625,30,Private,89625,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,5,United-States,>50K
+28883,42,Private,194537,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+92886,42,Private,144002,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+96299,21,Private,202214,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84085,40,Private,109762,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+45869,36,Private,292570,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+15532,67,Private,105252,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,7978,0,35,United-States,<=50K
+14952,65,Private,94552,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56928,50,Local-gov,46401,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+93876,18,Private,151150,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,27,United-States,<=50K
+64256,31,Private,197689,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+61730,36,Self-emp-inc,180477,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+96968,20,Private,181761,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+70326,34,Private,381153,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+77710,24,Private,165474,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,39,United-States,<=50K
+22197,38,Federal-gov,190174,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+59287,17,Private,295991,10th,6,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+6653,52,Without-pay,198262,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+99553,34,Private,190385,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+45363,30,,411560,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+94880,49,Private,262116,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+85118,45,Private,178922,9th,5,Never-married,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+46613,46,Private,192963,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,2415,35,Philippines,>50K
+20029,34,Self-emp-inc,209538,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+6646,21,Self-emp-not-inc,103277,12th,8,Married-civ-spouse,Adm-clerical,Wife,White,Female,4508,0,30,Portugal,<=50K
+14564,17,Private,216086,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+49200,23,Private,636017,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+48851,32,Private,155781,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+65790,22,Private,136873,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96537,48,State-gov,122066,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+27379,27,State-gov,346406,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Male,0,0,50,United-States,<=50K
+17044,43,Private,117915,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45249,44,Private,19914,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,50,Philippines,<=50K
+43658,55,Private,255364,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+10614,31,Private,703107,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+49469,34,Private,62374,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+83375,34,Private,96245,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6525,37,Private,348796,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49332,21,Private,136873,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+59671,35,Private,388252,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+52535,28,Private,47783,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+55386,62,Private,194167,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+71590,40,Federal-gov,544792,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+68496,34,Private,434463,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,39,United-States,<=50K
+46531,32,Private,317219,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1590,40,United-States,<=50K
+19013,70,Private,221603,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,34,United-States,<=50K
+29559,23,Private,233711,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+1361,30,Private,111567,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,48,United-States,<=50K
+82243,57,Private,79830,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+89296,34,Self-emp-not-inc,192259,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+62647,24,Private,239663,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+39547,41,Local-gov,34987,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+55788,38,Self-emp-not-inc,409189,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,<=50K
+97993,48,Private,135525,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94236,43,Private,152159,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+2675,18,Private,141363,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6250,35,Private,214816,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+7106,42,Private,42907,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,48,United-States,<=50K
+4505,30,Private,161815,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+63154,42,Private,127314,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+3917,48,Private,395368,Some-college,10,Divorced,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+17627,70,Private,184176,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+1986,37,Private,112660,9th,5,Divorced,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+2428,51,Private,183709,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+61948,35,Private,434114,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+23858,59,Self-emp-not-inc,165315,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,43,United-States,>50K
+19060,57,Private,190997,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+20473,26,Private,335533,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+48709,26,Private,176146,5th-6th,3,Separated,Craft-repair,Not-in-family,Other,Male,0,0,35,Mexico,<=50K
+6759,19,Private,272063,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+34940,34,Private,169564,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+39340,56,Private,188856,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,8614,0,55,United-States,>50K
+41137,25,Private,69847,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+54244,46,Self-emp-not-inc,198759,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,80,United-States,>50K
+111,22,Private,175431,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+38432,32,Private,228357,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,,<=50K
+50041,72,Self-emp-not-inc,284120,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+53071,36,Private,109133,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68745,28,Private,167336,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+92224,76,,42209,9th,5,Widowed,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+89223,37,Private,282951,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+94884,42,Private,303155,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+37935,44,Private,261899,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,<=50K
+13227,33,Private,168030,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,7298,0,21,United-States,>50K
+39409,53,State-gov,71417,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+74048,28,Private,239130,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+16491,69,Private,200560,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+28096,20,Private,157541,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,27,United-States,<=50K
+78386,33,Private,255004,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+27079,47,Private,230136,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,60,United-States,>50K
+5012,50,Local-gov,124963,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,35,United-States,>50K
+1197,22,Private,39615,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+60780,20,Private,47678,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+59321,42,Local-gov,281315,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+18029,23,Private,176123,HS-grad,9,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+30625,24,,165350,HS-grad,9,Separated,,Not-in-family,Black,Male,0,0,50,Germany,<=50K
+76310,32,Private,235862,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+51988,41,Private,142579,Bachelors,13,Widowed,Sales,Unmarried,Black,Male,0,0,50,United-States,<=50K
+40477,35,Private,38294,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50379,40,Private,111483,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+60981,25,Private,189850,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+12938,34,State-gov,145874,Doctorate,16,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,20,China,<=50K
+21615,23,Private,139012,Assoc-voc,11,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+21627,30,Local-gov,211654,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+26641,55,Local-gov,173090,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+14968,26,Private,104834,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1669,40,United-States,<=50K
+23204,42,,195124,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,Dominican-Republic,<=50K
+46813,39,Private,32146,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+275,52,Private,282674,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+21187,42,Private,190403,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,0,0,60,Canada,<=50K
+57028,25,Private,247025,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,3325,0,48,United-States,<=50K
+75817,27,Private,198258,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+40647,30,Self-emp-not-inc,172748,7th-8th,4,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+13419,23,State-gov,287988,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+86189,47,Self-emp-not-inc,122307,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+6446,58,,175017,Bachelors,13,Divorced,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+39182,18,Private,170183,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+97761,52,Private,150812,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+60449,24,Private,241185,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+82535,58,Self-emp-inc,174864,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+84753,35,Private,30529,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67309,31,Private,301637,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+90487,46,Private,423222,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,60,United-States,>50K
+38789,43,Private,214781,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+60422,21,Private,242912,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,35,United-States,<=50K
+96129,52,Private,191529,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1740,60,United-States,<=50K
+63575,24,Private,117363,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+71975,22,Private,333158,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,48,United-States,<=50K
+21047,39,Private,193260,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,25,Mexico,<=50K
+61056,34,State-gov,278378,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+82692,58,Private,111394,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+22447,26,Private,102476,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+45393,29,Private,26451,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+99219,67,,209137,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+71113,28,Private,210945,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,35,Haiti,<=50K
+77605,62,Local-gov,115023,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+68004,54,Private,53833,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+86899,36,Private,150057,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+61618,18,Private,128086,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,18,United-States,<=50K
+41127,25,Private,28473,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82292,48,Private,155509,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+12009,56,Private,165315,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,,<=50K
+25436,30,Private,171889,Prof-school,15,Never-married,Tech-support,Own-child,White,Female,0,0,24,United-States,<=50K
+53279,41,Local-gov,185057,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+14857,59,Private,277034,HS-grad,9,Divorced,Tech-support,Unmarried,White,Male,0,0,60,United-States,>50K
+55356,36,Private,166606,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86785,30,Private,97453,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,54,United-States,<=50K
+64269,27,Private,136094,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+68837,19,,61855,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,30,United-States,<=50K
+8082,30,Private,182771,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,15,China,<=50K
+73620,47,Private,418961,Assoc-voc,11,Divorced,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+44919,39,Private,106961,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+57574,31,Private,81846,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+56894,44,Private,105936,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+45739,37,Private,36425,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63210,28,Private,595088,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,63,United-States,<=50K
+13949,38,Private,149018,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5803,26,Private,229613,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72546,44,Private,33521,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+44825,40,Private,70539,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4386,0,50,United-States,<=50K
+29087,53,State-gov,105728,HS-grad,9,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,28,United-States,>50K
+61027,31,Private,193215,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+40479,18,Private,137363,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+9813,43,Self-emp-inc,104892,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+55804,30,Private,149427,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+10911,19,State-gov,176634,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+32146,36,Private,183279,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4700,19,,225775,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+11024,25,Private,202091,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+63417,36,Private,123151,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+33943,22,Private,168187,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+71105,42,Federal-gov,33521,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+97120,33,State-gov,243678,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34608,38,Private,164898,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4281,21,,262280,Some-college,10,Married-civ-spouse,,Wife,White,Female,3781,0,40,United-States,<=50K
+60004,33,State-gov,290614,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+13925,52,Self-emp-not-inc,199265,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+17285,30,Private,207668,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+44585,18,State-gov,30687,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+6962,24,State-gov,27939,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,24,,<=50K
+87680,17,Private,438996,10th,6,Never-married,Other-service,Other-relative,White,Male,0,0,40,Mexico,<=50K
+44112,48,Private,152915,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76866,66,,186030,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,32,United-States,<=50K
+28672,46,Local-gov,297759,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58070,55,Private,171242,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+69638,28,Private,206088,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68586,33,Private,182792,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+96431,44,Private,167725,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+26318,43,Private,160674,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+53269,42,Private,194710,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59827,39,Private,255027,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+5663,23,Private,204641,10th,6,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+4524,20,State-gov,177787,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+32565,29,Private,54932,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,>50K
+66887,54,Self-emp-not-inc,91506,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+46459,34,Private,198634,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7132,30,Private,227146,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+49029,59,Private,135647,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+67564,40,Private,55508,7th-8th,4,Divorced,Farming-fishing,Unmarried,White,Female,0,0,40,United-States,<=50K
+31486,37,Private,174912,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+42353,45,Private,175925,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88634,55,Self-emp-not-inc,157486,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+77638,49,Local-gov,329144,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,44,United-States,>50K
+85183,67,,81761,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+8644,49,Self-emp-not-inc,102318,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,25,United-States,<=50K
+32226,30,Federal-gov,266463,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+87107,56,Federal-gov,107314,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+10969,29,Private,114158,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38622,33,Private,124052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62307,25,Private,144301,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,42,United-States,<=50K
+86788,28,Private,176683,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,70,United-States,>50K
+19291,23,Private,234663,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91898,39,Self-emp-not-inc,178948,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,50,United-States,<=50K
+44556,37,Self-emp-not-inc,607848,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+38471,39,Private,202937,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+94560,32,Federal-gov,83413,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+18338,26,Private,212798,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+48794,57,Federal-gov,192258,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+70043,36,Private,112497,9th,5,Married-civ-spouse,Sales,Own-child,White,Male,0,0,50,United-States,>50K
+93942,30,Private,97521,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+40401,27,Private,160972,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+34658,21,Private,322931,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+66499,22,Private,403519,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32107,43,Local-gov,330174,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3982,20,Private,278155,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+42278,30,Private,39054,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+85515,57,Private,170287,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+77039,42,Private,336643,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+99888,29,Private,264166,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,45,Columbia,<=50K
+19978,44,Local-gov,433705,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,>50K
+52173,28,Private,27044,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+38588,42,Private,165599,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+81096,26,Private,159759,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+63020,29,Private,385092,Some-college,10,Divorced,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+20852,42,Private,188808,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Male,0,0,30,United-States,<=50K
+93222,30,Private,167476,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+44075,21,State-gov,194096,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+99734,59,Private,182460,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,>50K
+95557,21,,102323,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+37487,56,Private,232139,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24191,39,Private,341741,Preschool,1,Never-married,Other-service,Not-in-family,White,Female,0,0,12,United-States,<=50K
+91130,21,Private,206008,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,50,United-States,<=50K
+27292,48,Private,344415,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,37,United-States,>50K
+58773,35,State-gov,372130,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+44050,43,Private,27766,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,>50K
+63570,23,Private,140764,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+42198,17,,161259,10th,6,Never-married,,Other-relative,White,Male,0,0,12,United-States,<=50K
+80914,41,Private,22201,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+8804,35,Self-emp-inc,187046,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+17480,22,Private,137591,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+32539,53,Private,274276,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16043,42,Private,341757,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78552,36,Private,218542,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+21750,44,Local-gov,190020,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+60436,27,Private,221436,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Cuba,>50K
+94113,39,Self-emp-not-inc,52187,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+38650,59,Private,158776,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+8815,34,Local-gov,51543,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+31059,17,Private,146329,12th,8,Never-married,Sales,Own-child,White,Female,0,0,23,United-States,<=50K
+19595,31,Private,397467,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40760,59,Private,105592,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,12,United-States,<=50K
+86170,39,Private,78171,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+43037,46,State-gov,55377,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+46904,31,Private,258932,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,80,Italy,<=50K
+17880,27,Private,38606,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1504,45,United-States,<=50K
+79130,18,Private,219841,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+48880,46,Private,156926,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+7048,55,Private,160362,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+64856,48,Private,192161,Bachelors,13,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,43,United-States,<=50K
+67998,53,Private,208570,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,26,United-States,<=50K
+4209,44,Self-emp-not-inc,182771,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,48,South,>50K
+78320,43,Private,151089,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+97309,50,Private,163002,HS-grad,9,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+59956,56,Private,155657,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,20,Yugoslavia,<=50K
+5598,27,Private,217530,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+42061,20,Private,244406,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+15304,18,Local-gov,152182,10th,6,Never-married,Protective-serv,Own-child,White,Female,0,0,6,United-States,<=50K
+48222,34,Private,55717,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,50,United-States,>50K
+22495,38,Private,201454,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+98277,40,Self-emp-inc,144371,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+8617,55,Private,277034,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33051,35,Self-emp-not-inc,462832,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,Black,Female,0,0,40,United-States,>50K
+44711,26,Private,200681,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+10119,54,State-gov,119565,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Puerto-Rico,>50K
+74578,22,Private,192017,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+84640,52,Local-gov,84808,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+10186,33,Private,100154,10th,6,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84393,42,Private,169383,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40356,19,Without-pay,43887,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+66066,45,Private,54260,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,99,United-States,<=50K
+73001,53,Self-emp-not-inc,159876,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,3103,0,72,United-States,<=50K
+87989,46,Private,160474,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,1590,43,United-States,<=50K
+85251,25,Private,476334,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+85289,90,Private,52386,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+2748,33,Private,83671,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+69972,45,Private,172960,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,70,United-States,<=50K
+35692,47,Private,191957,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+89004,38,Local-gov,40955,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+30328,35,,98080,Prof-school,15,Never-married,,Not-in-family,Asian-Pac-Islander,Male,4787,0,45,Japan,>50K
+13104,37,Private,175643,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+63028,53,State-gov,197184,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+31599,56,Private,187295,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+75099,18,Private,40822,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+18835,44,Private,228729,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,,<=50K
+5204,50,Private,240496,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,36,United-States,<=50K
+67815,26,Private,51961,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+1955,36,Private,174887,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22173,37,Private,95855,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50735,32,Private,362259,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72682,38,Self-emp-not-inc,30916,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+92009,62,Private,153148,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,84,United-States,<=50K
+13065,46,Private,167915,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95013,41,Private,45156,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,2174,0,41,United-States,<=50K
+12300,37,Private,98776,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,15,United-States,<=50K
+55910,27,Private,209801,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,,<=50K
+68467,38,Private,183800,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+69843,35,Private,54595,12th,8,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+56010,34,Private,79637,Bachelors,13,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+887,50,Private,126566,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+7904,28,Private,233796,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,32,United-States,>50K
+98080,67,Local-gov,191800,Bachelors,13,Divorced,Adm-clerical,Unmarried,Black,Female,6360,0,35,United-States,<=50K
+31398,34,Self-emp-not-inc,527162,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+76976,19,Private,139466,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+65468,23,Private,64520,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+15178,50,Private,97741,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+80769,45,Local-gov,160173,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+4003,17,Private,350995,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+18746,59,,182836,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+42833,25,Private,143267,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+71085,21,Private,346341,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79262,50,Private,172175,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+52871,17,Private,153035,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+59717,63,Private,200127,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37996,31,Local-gov,204470,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+68430,45,Private,353012,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44253,25,Private,194342,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+75262,20,Private,57898,12th,8,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+10578,31,Private,164707,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,,<=50K
+43061,42,Private,269028,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,France,<=50K
+95,56,Private,83922,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+61503,47,Private,160647,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Female,0,0,46,United-States,<=50K
+47044,69,Private,125437,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+24008,42,Private,246011,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,55,United-States,<=50K
+67384,19,Private,216937,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Other,Female,0,0,60,Guatemala,<=50K
+98814,56,Self-emp-not-inc,66356,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+19138,33,Private,154981,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,50,United-States,>50K
+70185,61,Federal-gov,197311,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+30153,38,Private,301743,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+89835,50,Self-emp-not-inc,401118,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,50,United-States,>50K
+91651,39,Private,98776,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+34869,35,Self-emp-not-inc,32528,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+22965,27,Private,177119,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,44,United-States,<=50K
+80911,40,Self-emp-inc,193524,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+50107,59,State-gov,192258,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+7018,20,,145917,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+42660,42,Federal-gov,214838,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,>50K
+36918,59,Private,176011,Some-college,10,Separated,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+95136,54,Self-emp-inc,147239,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+93333,38,Private,159179,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+14621,53,Private,155963,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+35172,20,Private,360457,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+12540,54,Federal-gov,114674,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+99607,41,Self-emp-not-inc,95708,Masters,14,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,45,United-States,>50K
+30806,33,Local-gov,100734,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,55,United-States,<=50K
+79297,35,Private,188972,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+97445,22,Private,162667,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,Portugal,<=50K
+86077,45,Self-emp-not-inc,28497,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1485,70,United-States,>50K
+83957,29,Private,180758,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20689,56,Self-emp-not-inc,346635,Masters,14,Divorced,Sales,Unmarried,White,Female,0,2339,60,United-States,<=50K
+67927,23,Private,46645,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+32170,30,Private,203258,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+22159,17,Private,134480,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,25,United-States,<=50K
+70402,35,Local-gov,85548,Some-college,10,Separated,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+972,25,Private,195994,1st-4th,2,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+92448,42,State-gov,148316,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+62465,42,Private,227466,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+25209,19,Private,68552,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+50098,32,Private,252257,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+76095,44,Private,30126,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35892,53,Private,304353,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,>50K
+16974,47,Self-emp-not-inc,171968,Bachelors,13,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,60,Thailand,<=50K
+43110,24,Private,205839,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+55644,30,State-gov,218640,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+11273,42,Private,150568,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+86351,19,Private,382738,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+71907,37,Self-emp-not-inc,138940,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,37,United-States,<=50K
+20264,26,Self-emp-not-inc,258306,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+82462,25,Local-gov,190107,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,1719,16,United-States,<=50K
+52234,52,Private,152373,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+72959,50,Local-gov,141875,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+32982,40,Private,79586,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,40,,>50K
+30112,32,Private,157289,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+89266,37,Private,184498,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60766,42,Local-gov,109684,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1741,35,United-States,<=50K
+21146,47,Private,199832,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81142,47,Private,23545,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+94293,28,Private,175710,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+38102,27,Private,52028,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+94262,61,Self-emp-not-inc,315977,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+42543,47,Private,202322,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+46028,30,Private,251825,Assoc-acdm,12,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+88119,54,Private,202115,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+276,56,Local-gov,216824,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+99165,69,Private,145656,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+833,30,Private,137076,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+43,36,Private,152621,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,>50K
+17146,42,Self-emp-not-inc,27242,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+75341,45,Federal-gov,358242,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+18563,39,Private,184117,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,20,United-States,>50K
+19266,26,Private,300290,11th,7,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+52471,28,Local-gov,149991,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,42,United-States,>50K
+24348,31,Private,189759,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+69077,32,Private,339482,5th-6th,3,Separated,Farming-fishing,Other-relative,White,Male,0,0,60,Mexico,<=50K
+80774,51,Private,100933,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+11936,29,Private,354558,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+61073,38,Local-gov,162613,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,2258,60,United-States,<=50K
+66533,64,Private,285052,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,10,United-States,<=50K
+54555,26,State-gov,175044,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+52944,68,Private,45508,5th-6th,3,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,22,United-States,<=50K
+11794,32,Private,173351,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+62785,29,Private,173611,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+42381,51,,182543,1st-4th,2,Separated,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+39334,21,Private,143062,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+57319,26,,137951,10th,6,Separated,,Other-relative,White,Female,0,0,40,Puerto-Rico,<=50K
+98141,33,Local-gov,293063,Bachelors,13,Married-spouse-absent,Prof-specialty,Other-relative,Black,Male,0,0,40,,<=50K
+587,26,Private,377754,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83195,52,Private,152373,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2105,0,40,United-States,<=50K
+42736,31,Private,193477,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+73630,29,Local-gov,277323,HS-grad,9,Never-married,Protective-serv,Unmarried,White,Male,0,0,45,United-States,<=50K
+20500,19,Private,69182,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,27,United-States,<=50K
+18625,51,Private,219599,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+46436,45,Private,129371,9th,5,Separated,Other-service,Unmarried,Other,Female,0,0,40,Trinadad&Tobago,<=50K
+19151,20,Private,470875,HS-grad,9,Married-civ-spouse,Sales,Own-child,Black,Male,0,0,32,United-States,<=50K
+39073,40,Private,201734,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+73284,43,Private,58447,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,55,United-States,>50K
+38446,52,Local-gov,91689,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+70921,46,Private,166546,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+8634,24,Private,293324,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+29727,20,Private,219262,9th,5,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+12595,38,Self-emp-not-inc,403391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+14502,44,Private,367749,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+55467,24,Private,128487,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86863,32,State-gov,111363,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+1101,49,Private,240869,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,35,United-States,<=50K
+69423,36,Private,163278,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42243,31,Private,416415,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+31532,46,,280030,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,40,Mexico,<=50K
+98583,46,Private,251243,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40339,46,Local-gov,167159,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,70,United-States,>50K
+59536,29,Private,161857,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,Other,Female,0,0,40,Columbia,<=50K
+58697,37,Private,160035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38870,44,,190205,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+91759,28,,161290,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+93228,28,Self-emp-not-inc,112403,Bachelors,13,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+26775,48,Private,238726,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+91652,52,Private,164530,11th,7,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+57364,19,Private,456572,HS-grad,9,Never-married,Farming-fishing,Other-relative,White,Male,0,0,35,United-States,<=50K
+2106,31,Self-emp-not-inc,177675,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+34797,47,Private,246739,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,United-States,>50K
+11316,37,Private,102953,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97148,22,,224238,Some-college,10,Never-married,,Own-child,White,Male,0,0,2,United-States,<=50K
+38620,46,Private,155489,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+16140,51,Self-emp-not-inc,156802,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,3103,0,60,United-States,>50K
+8975,50,Private,168212,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,45,United-States,>50K
+91085,38,Private,331395,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,3942,0,84,Portugal,<=50K
+85702,40,Local-gov,261497,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,35,United-States,<=50K
+46397,58,Private,365511,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Other,Male,0,0,40,Mexico,<=50K
+62810,36,Private,187999,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75555,26,Local-gov,190350,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,35,United-States,<=50K
+31912,17,,166759,12th,8,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+64898,49,Private,168262,10th,6,Divorced,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+33584,39,State-gov,122011,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,5178,0,38,United-States,>50K
+98728,46,Private,165953,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+40289,26,Private,375980,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,37,United-States,<=50K
+111,40,Federal-gov,406463,Masters,14,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62210,53,State-gov,231472,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40565,60,Self-emp-not-inc,78913,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+65803,28,Private,69107,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+22840,22,,182387,Some-college,10,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,12,Thailand,<=50K
+22021,31,Private,169002,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,55,United-States,<=50K
+70897,45,Private,229967,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,13550,0,50,United-States,>50K
+90445,34,Private,422836,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,Mexico,<=50K
+46299,27,State-gov,230922,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,Scotland,<=50K
+22994,40,Private,195892,Some-college,10,Divorced,Transport-moving,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+20171,68,Private,163346,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,32,United-States,<=50K
+43647,51,Private,82566,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+22522,55,Private,86505,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,<=50K
+41409,43,Private,178780,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+78593,23,State-gov,173945,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,27,United-States,<=50K
+85043,48,Private,176810,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+48235,42,Self-emp-inc,23813,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,2885,0,30,United-States,<=50K
+78027,51,Self-emp-inc,210736,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,10520,0,40,United-States,>50K
+50367,32,Private,343789,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,55,United-States,<=50K
+32265,34,Private,113838,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+39759,31,Local-gov,121055,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,>50K
+6199,71,,52171,7th-8th,4,Divorced,,Unmarried,White,Male,0,0,45,United-States,<=50K
+27091,17,Private,566049,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+26012,37,Private,67433,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+5479,26,Private,39014,12th,8,Married-civ-spouse,Priv-house-serv,Wife,Other,Female,0,0,40,Dominican-Republic,<=50K
+32075,17,Private,51939,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+52320,34,Private,100669,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+40170,46,Private,155659,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+74579,33,Private,112847,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+49708,41,Local-gov,32185,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+69354,59,Private,138370,10th,6,Married-spouse-absent,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+58060,50,Self-emp-not-inc,172281,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+9880,46,Private,180505,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+88955,45,Private,168262,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26997,27,Private,85126,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3537,31,Private,113838,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+3014,32,Private,197457,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,1471,0,38,United-States,<=50K
+56737,28,Private,197905,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+11107,32,Private,316589,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+11777,36,Private,336367,Assoc-acdm,12,Never-married,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+2933,39,Self-emp-inc,143123,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2415,40,United-States,>50K
+10066,23,Private,209955,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42545,44,Private,210013,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+24483,37,Private,224541,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+96532,36,Private,275653,7th-8th,4,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,2977,0,40,Puerto-Rico,<=50K
+70627,45,Private,88061,11th,7,Married-spouse-absent,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+91396,43,Federal-gov,195897,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,7298,0,40,United-States,>50K
+75016,49,Private,43206,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,>50K
+83082,37,Private,202950,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+97577,26,Private,154093,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+35097,34,Private,112115,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,55,United-States,>50K
+87689,51,Private,355954,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+13633,24,Private,379418,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99078,67,Self-emp-not-inc,286372,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+92034,40,Private,48087,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+83175,32,Private,387270,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+84393,21,Private,270043,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+12845,39,Self-emp-not-inc,65738,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,>50K
+57287,33,Private,159888,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46419,48,Private,278039,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+91101,21,Private,265434,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+60936,68,Self-emp-inc,52052,Assoc-voc,11,Widowed,Sales,Not-in-family,White,Female,25124,0,50,United-States,>50K
+39406,24,Private,208882,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+3187,24,Private,229393,11th,7,Never-married,Farming-fishing,Unmarried,White,Male,2463,0,40,United-States,<=50K
+64176,23,Private,53513,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+33981,40,Private,225193,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,63,United-States,<=50K
+48380,48,Private,166809,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+19765,42,Self-emp-not-inc,175674,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+59527,45,Federal-gov,368947,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+4509,31,Private,194901,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+8037,53,Private,203173,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+59768,25,Private,267431,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,55,United-States,<=50K
+29488,32,Private,111836,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,50,United-States,<=50K
+89167,34,Private,198613,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,,<=50K
+51379,41,Self-emp-inc,149102,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+99164,57,Local-gov,121111,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+32313,25,Private,130397,10th,6,Never-married,Farming-fishing,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+97592,40,Private,212847,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2179,40,United-States,<=50K
+76113,17,Private,184198,11th,7,Never-married,Sales,Own-child,White,Female,0,0,13,United-States,<=50K
+42866,17,Private,121287,9th,5,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+80835,82,Self-emp-inc,120408,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+19377,40,Private,164678,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+93802,26,Private,388812,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+57359,37,Private,294919,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45739,25,Private,101684,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+83349,65,Private,36209,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,22,United-States,>50K
+49836,39,Private,123983,Bachelors,13,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+82676,36,Self-emp-not-inc,340001,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83559,37,Self-emp-not-inc,203828,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+21820,23,Private,183789,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+63130,34,Private,305619,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49057,63,Self-emp-not-inc,174181,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+9489,59,Private,131869,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+49767,49,Self-emp-not-inc,43479,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66069,62,,203126,9th,5,Never-married,,Unmarried,White,Female,0,0,40,Dominican-Republic,<=50K
+78363,17,Private,118792,11th,7,Never-married,Sales,Own-child,White,Female,0,0,9,United-States,<=50K
+30957,28,Private,272913,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,Mexico,<=50K
+13962,45,Federal-gov,222011,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+88563,40,Self-emp-inc,301007,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+13866,45,Private,197731,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+97716,20,Private,173736,9th,5,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+96811,19,,182590,10th,6,Never-married,,Not-in-family,White,Female,0,0,38,United-States,<=50K
+54323,59,Local-gov,93211,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,22,United-States,>50K
+45179,41,Private,24763,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,7443,0,40,United-States,<=50K
+22066,49,Local-gov,219021,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,48,United-States,>50K
+31209,37,Private,137229,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,>50K
+13835,31,Self-emp-not-inc,281030,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+21980,21,Private,234108,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+73994,27,Private,46868,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,15,United-States,<=50K
+47226,20,,162667,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+34918,51,Private,173291,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13544,46,Private,305160,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+1558,48,Private,212954,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+71011,39,Local-gov,112284,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44527,50,Private,164198,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,15024,0,45,United-States,>50K
+46827,41,Private,152958,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92331,21,Private,145389,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+84592,54,Self-emp-inc,119570,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+79679,40,Private,272343,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+73078,44,Private,187720,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,<=50K
+9249,50,Private,145409,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+45787,42,Private,208726,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+68382,34,Private,203488,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6652,46,Private,330416,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+86048,35,Private,25803,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2312,38,Private,171150,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+71471,37,Private,82576,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,36,United-States,>50K
+93875,30,Private,329425,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45982,22,Private,185452,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+98234,21,Private,201179,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+88355,40,Private,182268,Preschool,1,Married-spouse-absent,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+98897,56,Self-emp-not-inc,95763,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+90026,48,Private,125892,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Poland,<=50K
+22408,21,Private,121407,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,36,United-States,<=50K
+89374,52,Private,373367,11th,7,Widowed,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67685,60,Local-gov,165982,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+29831,45,Private,165484,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+99477,30,Private,156890,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+77933,31,Private,156763,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,2829,0,40,United-States,<=50K
+67803,43,Private,244172,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,35,,<=50K
+6630,36,Private,219814,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Guatemala,<=50K
+46058,42,Private,171841,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+4952,28,Local-gov,168524,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,35,United-States,>50K
+26571,62,Private,205643,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+93400,65,,174904,HS-grad,9,Separated,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52518,45,Private,102559,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,>50K
+55495,47,Private,60267,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+53232,43,Private,388725,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+36234,24,Private,215712,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+27656,44,Private,171722,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,39,United-States,<=50K
+26607,25,Private,193051,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,25,United-States,<=50K
+95232,21,Private,305446,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68171,29,Private,146949,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,43,United-States,<=50K
+66911,21,Private,322144,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60031,41,Self-emp-inc,75742,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,El-Salvador,>50K
+49998,64,,380687,Bachelors,13,Married-civ-spouse,,Wife,Black,Female,0,0,8,United-States,<=50K
+76306,55,Self-emp-not-inc,95149,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,<=50K
+33146,42,Private,68469,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75263,63,Self-emp-not-inc,27653,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+46878,21,Private,410439,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+5869,28,Private,37821,Assoc-voc,11,Never-married,Sales,Unmarried,White,Female,0,0,55,,<=50K
+88398,45,Private,228570,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,35,United-States,<=50K
+66367,21,Private,141453,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+40326,34,Private,88215,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,40,China,>50K
+13610,53,Private,48641,12th,8,Never-married,Other-service,Not-in-family,Other,Female,0,0,35,United-States,<=50K
+83971,45,Private,185385,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+45659,47,Private,341471,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,4,United-States,<=50K
+64218,41,Private,163322,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,36,United-States,<=50K
+35347,35,Private,99357,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1977,30,United-States,>50K
+63364,43,Self-emp-inc,602513,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+87739,53,Local-gov,287192,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,32,Mexico,<=50K
+39441,34,Private,215047,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+80434,46,Federal-gov,97863,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,40,United-States,>50K
+61914,59,Private,308118,Assoc-acdm,12,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+40681,53,Private,137192,Bachelors,13,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,0,50,United-States,<=50K
+47950,33,Private,275369,7th-8th,4,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,35,Haiti,<=50K
+34715,45,Private,99971,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+48682,48,Self-emp-inc,103713,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+38647,42,Private,253770,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85133,55,Private,162205,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,72,United-States,>50K
+14090,46,Self-emp-not-inc,31267,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+37004,17,Private,198146,11th,7,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+5610,23,Private,178207,Some-college,10,Never-married,Handlers-cleaners,Unmarried,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+86178,21,Private,317175,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+78961,53,Federal-gov,221791,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+3122,61,Self-emp-inc,187124,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,>50K
+62637,58,State-gov,280519,HS-grad,9,Divorced,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+19558,36,Private,207568,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+40475,45,Local-gov,192684,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+31298,39,Private,103260,Bachelors,13,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,30,United-States,>50K
+48721,39,Private,191227,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,13550,0,50,United-States,>50K
+32880,48,Self-emp-inc,382242,Doctorate,16,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+89702,41,Private,106900,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,<=50K
+55964,30,Private,48520,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2002,40,United-States,<=50K
+65346,50,Private,55527,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+82276,51,Self-emp-not-inc,246820,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,48,United-States,>50K
+74870,23,Private,33884,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+65847,41,Private,29762,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+14247,47,Federal-gov,168109,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,70,United-States,<=50K
+45575,51,Private,207449,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+61889,60,Self-emp-inc,189098,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+31751,51,Private,194259,Bachelors,13,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+7826,20,Local-gov,194630,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30584,29,Local-gov,179681,HS-grad,9,Never-married,Transport-moving,Own-child,White,Female,0,0,37,United-States,<=50K
+45280,42,State-gov,136996,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,48,United-States,<=50K
+29903,32,Private,143604,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,16,United-States,<=50K
+21468,19,Private,243373,12th,8,Never-married,Sales,Other-relative,White,Male,1055,0,40,United-States,<=50K
+58268,34,Private,261799,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,45,United-States,>50K
+58476,48,Private,143281,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,48,United-States,<=50K
+40167,38,Private,185556,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+5298,38,Private,111499,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+36279,40,Self-emp-not-inc,280433,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+82669,39,Private,37314,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+75496,38,Private,103408,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,,<=50K
+38119,26,Private,270151,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43360,23,State-gov,96748,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+80482,20,Private,164775,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Guatemala,<=50K
+80025,49,Private,190319,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,Philippines,<=50K
+82670,23,Private,213115,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+57845,47,Private,156926,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,Canada,>50K
+8263,43,Private,112967,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+17142,56,Private,35373,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+93792,60,Self-emp-not-inc,220342,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+89232,29,Private,163167,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+21728,25,Private,404951,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+74547,39,Private,122032,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9028,37,Private,143582,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,Other,Female,4101,0,35,United-States,<=50K
+63479,38,Private,108140,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,2202,0,45,United-States,<=50K
+93357,47,Private,251508,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,36,United-States,<=50K
+51684,50,Self-emp-not-inc,197054,Prof-school,15,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+19214,64,Self-emp-not-inc,36960,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+88544,35,Private,165930,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90961,25,,178960,11th,7,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+12691,42,Private,214503,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+30973,51,Private,110458,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3690,21,Private,202125,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46961,53,Self-emp-not-inc,284329,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+30085,29,Private,192924,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91235,34,Private,340917,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,2829,0,50,,<=50K
+96970,37,Private,340614,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+95759,20,Private,196678,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+5052,18,Private,266489,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+33474,57,Private,61474,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+50982,47,,99127,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+37268,27,Private,215955,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,2829,0,40,United-States,<=50K
+84798,23,Self-emp-inc,215395,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+47047,36,Self-emp-inc,183898,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+87886,48,Private,97176,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+97485,40,Private,145160,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+79846,51,Private,357949,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,16,United-States,<=50K
+54319,59,Private,177120,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+3103,32,Private,288229,Some-college,10,Married-civ-spouse,Sales,Other-relative,Asian-Pac-Islander,Female,0,0,40,Greece,<=50K
+28503,39,Private,509060,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89475,32,Private,47932,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+444,38,Private,103925,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+78815,44,State-gov,183829,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+41970,51,Private,138852,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+92683,54,Private,188186,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,20,Hungary,<=50K
+43298,22,Private,34616,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+13010,19,Private,220819,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+27906,31,Federal-gov,281540,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+12979,53,Private,47396,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71908,28,Private,141350,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+2097,19,Private,331433,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,32,United-States,<=50K
+77724,40,Federal-gov,346532,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+3021,21,Private,241367,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+2877,39,Private,216256,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Italy,>50K
+52898,40,Local-gov,153031,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,35,United-States,>50K
+87075,36,Private,116138,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+81458,18,Private,193166,9th,5,Never-married,Sales,Own-child,White,Female,0,0,42,United-States,<=50K
+27834,32,Self-emp-inc,275094,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,55,Mexico,>50K
+45703,50,Private,81548,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+85127,18,Private,167979,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+93166,19,Private,67759,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,43,United-States,<=50K
+76725,53,Private,200190,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+44741,49,Private,403112,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+82730,40,Private,214891,Bachelors,13,Married-spouse-absent,Transport-moving,Own-child,Other,Male,0,0,45,,<=50K
+99132,31,Private,142675,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+35283,47,Self-emp-not-inc,88500,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+8199,35,Local-gov,145308,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+17828,47,Local-gov,204377,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+99396,43,Self-emp-not-inc,260696,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+27297,51,Private,231181,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,21,United-States,<=50K
+16391,54,Private,260052,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+48763,76,Local-gov,178665,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+2597,33,Private,226267,7th-8th,4,Never-married,Sales,Not-in-family,White,Male,0,0,43,Mexico,<=50K
+40989,19,Private,111232,12th,8,Never-married,Transport-moving,Own-child,White,Male,0,0,15,United-States,<=50K
+19055,49,Private,87928,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+12665,26,Private,212748,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+66889,23,Private,110677,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+56331,49,Private,139268,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+18448,24,Private,306779,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+3422,48,Private,318331,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+34017,36,State-gov,143385,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+49497,33,Private,288273,12th,8,Separated,Adm-clerical,Unmarried,White,Female,1471,0,40,United-States,<=50K
+91921,31,Private,167725,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,15024,0,48,Philippines,>50K
+54825,53,Private,94081,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+11330,22,Private,194723,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+25428,43,Private,163985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59741,31,Private,189759,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Italy,<=50K
+59439,53,State-gov,195922,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27987,36,Federal-gov,54159,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+2210,47,Local-gov,166863,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+63369,52,Private,104501,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Germany,>50K
+94353,39,Private,210626,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+8388,24,Private,448026,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+81820,17,Local-gov,170916,10th,6,Never-married,Protective-serv,Own-child,White,Female,0,1602,40,United-States,<=50K
+88712,53,Local-gov,283602,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,40,United-States,>50K
+26428,21,Private,189749,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+95258,29,Private,90934,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,64,Philippines,>50K
+43469,34,State-gov,253121,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+21714,28,Private,181776,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35658,61,Private,162397,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+10244,20,Private,70708,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+76844,47,State-gov,103406,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+72779,40,Private,224658,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+37576,26,Local-gov,213451,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,10,Jamaica,<=50K
+80389,53,Private,139671,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+98269,26,Private,36201,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+56531,39,Private,237713,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,2415,99,United-States,>50K
+86235,17,Local-gov,173497,11th,7,Never-married,Prof-specialty,Own-child,Black,Male,0,0,15,United-States,<=50K
+87939,46,Private,375606,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+14807,34,Private,203488,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+15399,45,Self-emp-not-inc,107231,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,France,<=50K
+53212,23,Private,216811,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+47046,41,Private,288679,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91571,26,Private,105516,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97283,28,Self-emp-not-inc,282972,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,4,United-States,<=50K
+91193,18,Self-emp-inc,117372,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+89606,38,Private,112497,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+5363,66,,186032,Assoc-voc,11,Widowed,,Not-in-family,White,Female,2964,0,30,United-States,<=50K
+26563,28,Private,192384,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+40336,49,Private,43348,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+80528,29,Private,181822,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83901,43,Local-gov,216070,Masters,14,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,0,0,50,United-States,>50K
+36075,34,State-gov,112062,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+52942,30,Private,218551,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+74569,25,Private,404616,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+36660,27,Private,169460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+31186,25,Private,240081,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+56666,22,Private,147655,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+86779,26,Private,90277,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,,<=50K
+88909,49,Private,60751,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+63134,44,Self-emp-not-inc,194636,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,50,United-States,<=50K
+76834,37,Self-emp-not-inc,154641,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,2105,0,50,United-States,<=50K
+87361,39,Private,491000,Bachelors,13,Never-married,Exec-managerial,Other-relative,Black,Male,0,0,45,United-States,<=50K
+54931,33,Private,399088,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+31029,41,Self-emp-not-inc,186909,Masters,14,Married-civ-spouse,Sales,Wife,White,Female,0,1902,35,United-States,>50K
+91326,65,Private,105491,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+84960,40,Private,34987,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,53,United-States,<=50K
+11089,26,,167835,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+24294,31,Private,288983,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82307,28,Private,266070,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4201,71,Private,110380,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,2467,52,United-States,<=50K
+52351,25,Local-gov,31873,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97781,25,Private,294400,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+65267,19,,184308,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,30,United-States,<=50K
+73115,36,Self-emp-not-inc,175769,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+91941,56,Private,182273,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+4345,34,Private,106541,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94386,39,Private,138192,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49662,31,Private,196791,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+65516,22,Private,223019,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+91061,44,Private,109273,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+22551,60,Self-emp-not-inc,95490,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+98440,65,Private,149131,11th,7,Divorced,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+59769,44,Private,219155,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,England,>50K
+56480,53,Local-gov,82783,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18121,28,Private,214858,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+12591,41,Private,170230,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+53163,40,Self-emp-inc,209344,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,15,,<=50K
+52031,35,Private,90406,11th,7,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+67449,41,Self-emp-inc,299813,9th,5,Married-civ-spouse,Sales,Wife,White,Female,0,0,70,Dominican-Republic,<=50K
+7308,28,Private,188064,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Canada,<=50K
+84135,53,Private,246117,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+83309,26,Private,132749,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,45,United-States,<=50K
+91181,28,Local-gov,201099,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Female,0,0,40,United-States,<=50K
+74343,27,Private,97490,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+52067,27,Private,221252,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,8,United-States,<=50K
+20428,26,Private,116991,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77950,53,Private,161691,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+2561,34,Private,107793,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,>50K
+91041,50,Self-emp-inc,194514,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,Trinadad&Tobago,<=50K
+42219,30,Private,278502,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,62,United-States,<=50K
+79493,47,Private,343742,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+30202,27,,204074,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3284,55,Federal-gov,31965,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+47465,21,Private,143604,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,29,,<=50K
+62748,35,Private,174308,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+36186,31,Self-emp-not-inc,162551,12th,8,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,50,,<=50K
+75741,39,Self-emp-inc,372525,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+97399,30,Private,75167,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+29777,39,Private,176296,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,1887,40,United-States,>50K
+63505,19,Private,93518,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+33369,25,,126797,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1869,57,Self-emp-not-inc,25124,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+62169,21,Private,112137,Some-college,10,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+86031,30,,58798,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,44,United-States,<=50K
+81418,25,Self-emp-not-inc,21472,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,22,United-States,<=50K
+93254,32,Private,90969,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+4286,26,Private,149734,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,1594,40,United-States,<=50K
+98751,42,Private,52849,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47816,39,Self-emp-not-inc,106347,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,47,United-States,<=50K
+63957,48,Private,199735,Bachelors,13,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,44,Germany,<=50K
+31212,24,Private,488541,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+13774,46,Private,403911,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+60653,53,Private,172991,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+10087,36,Federal-gov,210945,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,70,United-States,<=50K
+74663,34,Private,157446,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,45,United-States,<=50K
+99390,25,Private,109390,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,70,United-States,<=50K
+71730,33,Private,134886,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,99999,0,30,United-States,>50K
+52562,45,Private,144579,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+4184,31,Federal-gov,203488,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48049,21,Private,202871,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+42921,33,Private,175412,9th,5,Divorced,Craft-repair,Unmarried,White,Male,114,0,55,United-States,<=50K
+3257,44,Private,336906,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+54149,34,Private,177596,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,Puerto-Rico,>50K
+39368,30,Private,79448,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,10,United-States,<=50K
+79684,32,Local-gov,191731,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+71504,46,,233014,HS-grad,9,Divorced,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+12951,29,Private,133937,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+5574,20,Private,219211,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+88034,35,State-gov,94529,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+900,35,Private,247547,HS-grad,9,Separated,Prof-specialty,Other-relative,Black,Female,0,0,40,United-States,<=50K
+55175,29,Private,29361,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+60969,21,Private,166851,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+76796,43,Federal-gov,197069,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Philippines,>50K
+55662,33,Private,153588,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+47888,61,Federal-gov,151369,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+90367,42,Private,174112,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40765,33,Private,520033,12th,8,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+92718,35,State-gov,194828,Some-college,10,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+72167,32,,216908,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+51053,22,Private,126613,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+47682,61,Private,26254,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75552,28,Private,54042,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,2463,0,35,United-States,<=50K
+87934,24,Private,67804,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+14008,58,Local-gov,53481,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+95344,42,Private,412379,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+31731,56,Private,220187,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+53573,26,,256141,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+62404,25,Private,268222,HS-grad,9,Separated,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+40043,59,Private,99131,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+4424,65,Self-emp-not-inc,115498,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3818,0,10,United-States,<=50K
+98021,57,Private,317847,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,2824,50,United-States,>50K
+19003,36,Private,98389,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+83753,42,Private,173704,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1887,50,United-States,>50K
+49392,18,,211177,12th,8,Never-married,,Other-relative,Black,Male,0,0,20,United-States,<=50K
+40796,18,Private,115443,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68225,28,Private,65078,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+92070,20,Private,24896,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+96709,19,Private,184710,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,30,United-States,<=50K
+49474,28,Private,410450,Bachelors,13,Divorced,Other-service,Unmarried,White,Female,0,0,48,England,>50K
+11774,37,Private,83893,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+89220,23,Private,113309,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19564,60,Private,160625,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,47,United-States,<=50K
+16958,17,Local-gov,340043,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+10419,37,Local-gov,48976,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,4865,0,45,United-States,<=50K
+21696,29,State-gov,243875,Assoc-voc,11,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+26679,34,Private,554206,HS-grad,9,Separated,Transport-moving,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+27861,36,Private,361888,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+9325,37,Self-emp-not-inc,205359,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,15,United-States,<=50K
+79062,47,State-gov,167281,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+23224,22,Private,35663,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+26696,61,Private,357437,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+1601,57,Private,390856,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,Mexico,<=50K
+73069,33,Federal-gov,331615,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,40,United-States,>50K
+71167,54,Private,202415,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32336,40,Private,180032,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1669,40,United-States,<=50K
+97205,40,Private,77247,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+33651,40,Local-gov,101795,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,42,United-States,<=50K
+12687,35,Private,272019,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2057,40,United-States,<=50K
+97150,32,Private,198068,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+13566,49,Self-emp-not-inc,199326,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+94755,31,Private,178841,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81450,58,Private,136951,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+70237,26,Self-emp-inc,109240,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+22502,35,Self-emp-not-inc,128876,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+9288,25,Private,103358,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,India,<=50K
+97035,43,Private,354408,12th,8,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+3630,32,Private,206051,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,35,United-States,<=50K
+67067,45,Private,155659,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+67981,48,Private,143299,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57338,31,Private,252210,5th-6th,3,Never-married,Other-service,Own-child,White,Male,0,0,40,Mexico,<=50K
+36777,20,,129240,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+71454,28,Private,398918,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26943,50,Self-emp-not-inc,240612,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+41847,22,Private,429346,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,40,United-States,<=50K
+96192,19,Private,123718,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+56534,38,Private,455379,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,63,United-States,>50K
+13604,23,Private,376416,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+84060,24,Self-emp-inc,234663,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+91690,26,Private,282142,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+52739,45,State-gov,208049,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+4881,88,Private,68539,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37599,19,Private,126501,11th,7,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,15,South,<=50K
+78338,24,Private,186452,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+61704,84,,127184,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+41970,48,Private,165267,10th,6,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+97290,46,Private,124733,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+94157,31,Self-emp-inc,149726,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+39572,58,Private,41374,HS-grad,9,Widowed,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+69581,35,Local-gov,329759,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92162,36,Private,212433,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+64092,36,Private,185099,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+63383,47,Local-gov,126754,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+85269,57,Private,122497,9th,5,Widowed,Other-service,Unmarried,Black,Male,0,0,52,,<=50K
+25455,30,Private,118056,Some-college,10,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+90525,30,Local-gov,200892,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+98596,19,,200790,12th,8,Married-civ-spouse,,Other-relative,White,Female,15024,0,40,United-States,>50K
+44345,30,Self-emp-inc,84119,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,43,United-States,<=50K
+58670,23,Local-gov,197918,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,>50K
+43078,41,Self-emp-not-inc,150533,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+33089,52,Private,443742,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+61141,27,Private,104423,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26414,59,Private,169133,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+65487,21,Private,185551,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,36,United-States,<=50K
+59924,60,Private,174486,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54511,69,State-gov,50468,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,34,United-States,>50K
+66470,24,Private,196943,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+22872,19,Private,120691,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+20681,60,State-gov,198815,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,Mexico,<=50K
+17073,64,Private,22186,Some-college,10,Widowed,Tech-support,Not-in-family,White,Female,0,0,35,United-States,<=50K
+17157,39,Self-emp-inc,188069,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+48302,51,Private,233149,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+30811,51,Private,138358,10th,6,Divorced,Craft-repair,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+90458,25,Private,338013,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41843,17,,332666,10th,6,Never-married,,Own-child,White,Female,0,0,4,United-States,<=50K
+21960,37,Private,166339,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+41679,74,Self-emp-not-inc,392886,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Female,0,0,14,United-States,<=50K
+3100,26,State-gov,141838,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+56963,23,Private,520759,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+4143,57,Self-emp-inc,37345,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+41473,20,Private,387779,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,15,United-States,<=50K
+2832,37,Private,201531,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+48824,46,Private,123598,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+21028,39,Private,380614,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+49240,40,Private,83859,HS-grad,9,Widowed,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+93513,50,State-gov,24790,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+81182,25,Private,266820,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+63345,44,Private,85440,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+92543,41,Private,421837,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+27088,30,Self-emp-not-inc,404062,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,15,United-States,>50K
+5670,38,Private,224566,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+58358,54,Private,294991,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+24778,40,Federal-gov,189610,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,52,United-States,<=50K
+19116,37,Private,219141,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,7688,0,40,United-States,>50K
+9042,46,Federal-gov,20956,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+8866,38,Private,70995,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+33660,20,Private,215232,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,10,United-States,<=50K
+70084,71,,178295,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,3,United-States,<=50K
+94539,35,Private,56201,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+95392,62,Private,98076,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+57870,34,Private,351810,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Cuba,<=50K
+22597,56,Self-emp-not-inc,144351,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,90,United-States,<=50K
+7784,30,State-gov,137613,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,20,Taiwan,<=50K
+9617,17,Private,54257,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+89814,18,Self-emp-not-inc,230373,11th,7,Never-married,Other-service,Own-child,White,Female,594,0,4,United-States,<=50K
+74280,35,Private,98389,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+49504,21,Private,184135,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,1,United-States,<=50K
+15779,46,Self-emp-not-inc,140121,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+95659,33,Self-emp-not-inc,24504,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+9476,27,Private,129528,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67197,36,Private,415578,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+84657,42,Private,97142,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+473,35,Private,201328,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+94233,25,Private,256620,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3400,47,Federal-gov,96854,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40315,44,State-gov,141858,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,75,United-States,>50K
+25006,51,Federal-gov,20795,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,40,United-States,>50K
+98458,53,Private,95519,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+8872,47,Private,112791,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+7271,20,Private,291407,11th,7,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+17621,32,Private,239659,Some-college,10,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,70,United-States,<=50K
+62877,28,Private,183151,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+7697,58,,97634,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+55121,52,Private,143807,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1191,35,Private,186934,Masters,14,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+5467,30,Private,170065,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91039,33,Private,108328,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,6849,0,50,United-States,<=50K
+70462,56,State-gov,83696,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,38,,<=50K
+13688,21,Private,204596,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+69244,56,,32604,Some-college,10,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+70009,56,Private,193453,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,65,United-States,>50K
+14786,45,Private,148995,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,40,United-States,>50K
+16107,20,Private,85041,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+32800,62,Local-gov,140851,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+69726,24,Private,196280,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+76896,52,Federal-gov,38973,Bachelors,13,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+46649,23,Private,39182,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65250,36,Private,198841,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+32949,40,Private,694812,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+20442,30,Private,247444,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Nicaragua,<=50K
+40306,41,Private,294270,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+68657,59,Private,195820,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+85571,27,Private,329426,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,37,United-States,<=50K
+43196,19,,174871,Some-college,10,Never-married,,Own-child,White,Male,0,0,23,United-States,<=50K
+21839,41,Private,116103,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+77153,27,Private,206903,Bachelors,13,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,35,United-States,<=50K
+52006,50,Private,217577,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+93496,29,Private,337693,5th-6th,3,Never-married,Other-service,Own-child,White,Female,0,0,40,El-Salvador,<=50K
+44446,38,Private,204501,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+50243,30,Private,169186,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,60,United-States,<=50K
+87901,48,Private,109421,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+74341,39,Local-gov,267893,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,Black,Male,7298,0,40,United-States,>50K
+13850,40,Private,200479,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+50343,27,Local-gov,221317,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+12611,59,Self-emp-not-inc,132925,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+6280,31,,283531,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+44962,34,Private,170769,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+84848,47,Self-emp-inc,186410,Prof-school,15,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,>50K
+850,64,Self-emp-inc,307786,1st-4th,2,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+18845,29,Private,380560,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+35678,38,Local-gov,147258,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97357,42,Private,212894,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+82282,49,Private,124356,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+54586,53,Private,98791,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+74851,35,Private,216473,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+14824,70,,135339,Bachelors,13,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+52634,38,Private,107303,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44959,36,Private,152744,Bachelors,13,Divorced,Sales,Other-relative,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+28892,34,Self-emp-not-inc,100079,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,55,India,<=50K
+28051,24,Private,117779,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,10,Hungary,<=50K
+21495,23,Private,197613,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96910,21,Private,411068,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+90673,47,Private,192984,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+950,59,Private,66356,7th-8th,4,Never-married,Farming-fishing,Unmarried,White,Male,4865,0,40,United-States,<=50K
+28785,33,Federal-gov,137184,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,>50K
+28538,63,Self-emp-not-inc,231105,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,35,United-States,>50K
+1411,18,Local-gov,146586,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+14906,32,Private,32406,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+60661,33,Private,578701,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,,<=50K
+17019,19,Private,206777,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+55931,27,Local-gov,133495,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+93347,40,Private,34722,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,>50K
+48379,38,Self-emp-not-inc,133299,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+65988,20,Private,24967,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,47,United-States,<=50K
+39832,35,Self-emp-not-inc,171968,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+7522,22,Private,412156,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+27259,40,Private,51290,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72501,34,Private,198265,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,40,United-States,>50K
+62669,23,Private,293565,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73149,26,Private,226288,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81143,53,Self-emp-inc,110445,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+41780,34,Private,160634,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+58735,39,Private,174242,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66547,25,Private,390316,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+56145,18,Private,298860,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+50490,65,Private,171584,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77628,49,Self-emp-not-inc,232664,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+76741,64,Private,63676,10th,6,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+25632,68,Private,170376,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+45342,56,Self-emp-not-inc,175964,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82463,68,Federal-gov,422013,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,3683,40,United-States,<=50K
+49442,35,Private,105813,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+84597,50,Federal-gov,306707,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,12,United-States,<=50K
+8946,45,Private,177543,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,28,United-States,<=50K
+46285,43,Private,320277,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+7984,39,Private,129495,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+47585,37,Private,257042,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,1506,0,40,United-States,<=50K
+31247,45,Private,275995,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+39451,20,,86318,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+68892,36,Private,280440,Assoc-acdm,12,Never-married,Tech-support,Unmarried,White,Female,0,0,45,United-States,<=50K
+11857,26,Private,371556,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79680,36,Private,408229,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+63841,47,Private,149337,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+61479,34,Private,209297,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,2001,40,United-States,<=50K
+98439,53,Private,355802,Some-college,10,Widowed,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+30685,32,Private,165949,Bachelors,13,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,1590,42,United-States,<=50K
+54417,44,Self-emp-not-inc,112507,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68245,25,Private,462869,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+29621,35,Private,413648,5th-6th,3,Never-married,Farming-fishing,Unmarried,White,Male,0,0,36,United-States,<=50K
+31424,34,Private,29235,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94148,42,Private,149823,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18303,47,Private,39530,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,4,United-States,<=50K
+89205,23,Private,197387,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,37,Mexico,<=50K
+9991,56,Local-gov,255406,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33792,50,Private,43764,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+37324,38,Private,168322,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+74083,46,Private,278322,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+5014,47,Private,115813,Assoc-acdm,12,Separated,Adm-clerical,Unmarried,White,Female,0,0,57,United-States,<=50K
+35093,38,Self-emp-not-inc,184456,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,3464,0,80,Italy,<=50K
+60925,42,Private,289636,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,46,United-States,<=50K
+89819,48,Private,101684,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+20016,27,Private,133425,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+44659,40,Private,349405,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,<=50K
+83859,53,Private,124076,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,37,United-States,>50K
+51900,75,Self-emp-not-inc,165968,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+96535,39,Private,185099,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+94542,46,Federal-gov,268281,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+21959,51,Private,154949,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+41793,34,Private,176711,HS-grad,9,Divorced,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+19693,23,Private,165064,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+64459,32,Private,213750,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+80749,45,Self-emp-not-inc,77132,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+82173,21,Private,109667,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+62657,36,Private,162164,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+86132,40,Private,219591,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+34511,20,,327462,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70322,68,Private,236943,9th,5,Divorced,Farming-fishing,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+56371,40,Private,89226,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+77534,20,Private,124751,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,24,United-States,<=50K
+496,48,Local-gov,144122,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+42988,27,Private,98769,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+7082,57,Federal-gov,170066,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32360,54,Self-emp-inc,162439,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,98,United-States,>50K
+89359,47,Private,22900,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40402,30,Local-gov,102130,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70257,17,,215743,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+71341,35,Private,381583,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,45,United-States,>50K
+5015,56,Local-gov,198277,12th,8,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95528,20,Private,243178,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+96235,38,Local-gov,177305,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+62837,19,Private,167149,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+52883,24,Private,270872,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,594,0,40,,<=50K
+29940,31,Private,382368,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,Germany,<=50K
+63084,44,Local-gov,277144,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,60,United-States,<=50K
+10701,21,State-gov,145651,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,1602,12,United-States,<=50K
+71960,41,Private,171351,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61282,18,Private,265099,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+37890,23,Private,105617,9th,5,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+58775,37,Local-gov,217689,Some-college,10,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,32,United-States,<=50K
+63730,46,,81136,Assoc-voc,11,Divorced,,Unmarried,White,Male,0,0,30,United-States,<=50K
+88997,43,Self-emp-not-inc,73883,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,45,United-States,<=50K
+71676,31,Private,339482,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+47673,40,Private,326232,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,>50K
+64319,27,Private,106316,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,12,United-States,<=50K
+18242,64,Local-gov,198728,Some-college,10,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+29515,31,Federal-gov,126501,Assoc-voc,11,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+37371,48,Private,233802,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,<=50K
+72692,37,Self-emp-not-inc,204501,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,Canada,>50K
+18148,28,Private,208249,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,24,United-States,<=50K
+42400,42,Private,188693,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66400,60,Self-emp-inc,93272,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+62208,17,Private,159299,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+35819,21,,303588,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+17524,46,Private,35136,10th,6,Divorced,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+72237,18,Private,139576,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+79843,22,Private,252355,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,27,United-States,<=50K
+41206,44,Self-emp-not-inc,83812,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+51117,36,Private,89718,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+24331,65,Private,222810,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20802,26,Private,456618,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+70578,21,Private,296158,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+24609,41,Private,162140,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,2339,40,United-States,<=50K
+38583,28,Private,36601,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+73101,27,Private,195337,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94750,19,State-gov,282721,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,12,United-States,<=50K
+64079,40,Private,206049,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+47202,19,Private,223392,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+99281,40,Private,27821,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,2829,0,40,United-States,<=50K
+24616,37,Private,131827,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+26757,33,Private,549413,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+94910,34,Private,69491,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+71449,44,Local-gov,193755,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8659,33,Private,598802,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36433,72,Local-gov,259762,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,2290,0,10,United-States,<=50K
+89894,19,Private,266255,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+5283,59,Private,32954,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+16430,40,Private,291808,HS-grad,9,Divorced,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+54454,35,Private,190728,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+26669,22,Private,59184,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+53450,41,Private,196456,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48917,59,Private,147989,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+92306,50,Private,195784,12th,8,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+25806,21,Private,202214,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,10,United-States,<=50K
+29218,40,Self-emp-inc,225165,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+36431,22,Private,54825,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69644,43,Private,188905,5th-6th,3,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+90045,17,Private,132636,11th,7,Never-married,Transport-moving,Own-child,White,Female,0,0,16,United-States,<=50K
+40888,42,Local-gov,228320,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72344,37,Private,415500,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+23460,19,Private,254247,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,,<=50K
+20351,43,Private,255635,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+64824,46,Private,96080,9th,5,Separated,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+1682,18,,78181,HS-grad,9,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+75386,50,Local-gov,339547,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,>50K
+95230,47,Self-emp-not-inc,126500,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+15763,31,Private,511289,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,2907,0,99,United-States,<=50K
+75427,33,Private,159574,7th-8th,4,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+22713,27,Private,224105,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,United-States,>50K
+88176,59,Self-emp-not-inc,128105,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+86121,39,Local-gov,89508,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19414,29,Private,370242,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84840,26,Private,67257,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+79666,24,Private,62952,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+13977,25,Private,111058,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,1980,40,United-States,<=50K
+10632,30,Private,29235,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,20,United-States,<=50K
+40064,52,State-gov,101119,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+82009,51,Federal-gov,140516,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+51163,30,Private,159888,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+16581,19,,45643,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+688,23,Private,166371,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,60,United-States,<=50K
+4289,37,State-gov,160910,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+92989,25,State-gov,257064,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,38,United-States,<=50K
+78722,49,Self-emp-not-inc,181307,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,65,United-States,>50K
+1197,30,Private,83253,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+76019,40,Private,128700,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+82410,20,Private,243010,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Other,Male,0,0,32,United-States,<=50K
+48377,35,Self-emp-not-inc,37778,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,3103,0,55,United-States,<=50K
+53509,24,Private,132320,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+70495,32,Private,234755,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+41550,35,Private,142616,HS-grad,9,Separated,Other-service,Own-child,Black,Female,0,0,30,United-States,<=50K
+33783,20,Private,148509,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18883,29,State-gov,240738,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+59737,25,Private,32276,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,28,United-States,<=50K
+66702,50,Local-gov,163921,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+40201,24,Private,464103,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91355,49,,271346,Bachelors,13,Married-civ-spouse,,Husband,White,Male,15024,0,60,United-States,>50K
+31626,30,Local-gov,327825,HS-grad,9,Divorced,Protective-serv,Own-child,White,Female,0,0,32,United-States,<=50K
+13810,37,Private,267085,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+17233,50,Private,266945,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,3137,0,40,El-Salvador,<=50K
+70064,20,Private,234663,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+42973,49,Self-emp-not-inc,189123,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,50,United-States,<=50K
+39488,55,Private,104996,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+15545,61,Private,101265,12th,8,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,Italy,<=50K
+48552,22,Private,184975,HS-grad,9,Married-spouse-absent,Other-service,Own-child,White,Female,0,0,3,United-States,<=50K
+195,23,Private,246965,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,12,United-States,<=50K
+39124,43,Private,227065,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+80278,39,Private,301867,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,24,Philippines,<=50K
+46624,21,Private,185948,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+52823,52,Self-emp-inc,134854,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+66769,30,Private,281030,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+3715,42,Private,126701,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Male,9562,0,45,United-States,>50K
+43271,50,Self-emp-not-inc,95949,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+24430,51,Self-emp-not-inc,88528,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,99,United-States,<=50K
+51416,47,Private,24723,10th,6,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,45,United-States,<=50K
+65364,49,,171411,9th,5,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24577,45,Private,184581,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+82266,48,Federal-gov,100067,Some-college,10,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69371,36,Private,182863,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+53834,20,Never-worked,462294,Some-college,10,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+60849,61,Private,85434,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+4204,72,Private,158092,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+88129,19,Private,104844,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+33085,54,Self-emp-inc,304570,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,7688,0,40,,>50K
+23926,47,,89806,Some-college,10,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+75151,39,Private,106183,HS-grad,9,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,6849,0,40,United-States,<=50K
+52459,24,Private,89347,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7394,44,Private,157236,Some-college,10,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,Poland,<=50K
+7066,19,Private,261259,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+94704,20,Private,286166,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+70343,23,Private,122272,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+76744,58,Private,248739,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,53,United-States,>50K
+98290,20,Private,224238,12th,8,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+5030,62,Private,138157,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,12,United-States,<=50K
+29850,25,Private,148460,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,4416,0,40,Puerto-Rico,<=50K
+17146,67,Private,236627,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,2,United-States,<=50K
+30850,37,Local-gov,191364,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,France,>50K
+19174,36,Private,353524,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Female,1831,0,40,United-States,<=50K
+61144,38,Private,391040,Assoc-voc,11,Separated,Tech-support,Unmarried,White,Female,0,0,20,United-States,<=50K
+70865,23,Private,134997,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,80,United-States,<=50K
+56169,28,Private,392487,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+65761,25,Private,216724,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+89253,41,Self-emp-not-inc,174395,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,55,United-States,>50K
+97792,63,Private,383058,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1848,40,United-States,>50K
+58847,60,Self-emp-not-inc,96073,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+99885,31,Self-emp-inc,103435,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+74371,29,Self-emp-not-inc,96718,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,37,United-States,<=50K
+35696,37,Private,178948,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,45,United-States,>50K
+91815,51,Private,173987,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+72732,45,Private,34419,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+46470,27,Private,224849,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7232,18,Private,249857,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+41520,34,Private,340458,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+29068,66,Self-emp-not-inc,427422,Doctorate,16,Married-civ-spouse,Sales,Husband,White,Male,0,2377,25,United-States,>50K
+65426,19,,440417,Some-college,10,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+39200,36,Private,175643,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+50262,35,Private,297485,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+31498,27,Private,232954,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+15078,29,Private,326330,Some-college,10,Divorced,Exec-managerial,Own-child,White,Female,1831,0,40,United-States,<=50K
+9679,25,Private,109419,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+24967,22,Private,127768,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,>50K
+7623,41,Private,252986,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+28589,20,Private,380544,Assoc-acdm,12,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+44668,52,Private,306108,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+53386,34,Private,232855,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,37,United-States,<=50K
+48746,44,Private,130126,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+77321,50,Private,194231,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,>50K
+55881,49,Self-emp-inc,197038,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+47195,36,,168223,Bachelors,13,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+41150,71,State-gov,26109,Prof-school,15,Married-civ-spouse,Other-service,Husband,White,Male,0,0,28,United-States,<=50K
+30734,20,Private,285671,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,25,United-States,<=50K
+51476,20,Private,153583,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,,<=50K
+87877,59,Self-emp-inc,103948,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+6490,41,Private,439919,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,3411,0,40,Mexico,<=50K
+28573,38,Private,40319,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,42,United-States,<=50K
+20917,55,Local-gov,159028,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+40099,17,Private,98675,9th,5,Never-married,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+54160,45,Private,90758,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+87981,43,Self-emp-not-inc,75435,HS-grad,9,Divorced,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+97623,19,Private,219189,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+27163,33,Private,203463,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+86419,63,Private,187635,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95963,39,Self-emp-not-inc,154641,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,8614,0,50,United-States,>50K
+78088,34,Private,27153,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+27563,31,Private,150324,Assoc-acdm,12,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+47106,21,Private,83704,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37550,23,Private,176262,Assoc-voc,11,Never-married,Adm-clerical,Other-relative,White,Female,0,0,36,United-States,<=50K
+61308,20,Private,179423,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,8,United-States,<=50K
+40962,45,Private,168038,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+10743,59,Private,108765,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+39470,58,Private,146477,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,Greece,>50K
+45989,66,Local-gov,188220,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,>50K
+94566,37,Private,292855,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,35,United-States,>50K
+75873,29,Private,114870,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+73166,32,State-gov,77723,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+47623,39,Private,284166,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+89309,57,Private,133902,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+50859,57,Private,191318,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28321,50,Self-emp-inc,67794,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+73081,44,Self-emp-inc,357679,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,65,United-States,>50K
+85273,56,Private,117872,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+69462,26,Private,55929,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,<=50K
+76620,22,,165065,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,Italy,<=50K
+93657,26,Self-emp-not-inc,34307,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+7552,33,Private,246038,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+77890,36,Self-emp-not-inc,147258,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+886,45,Private,329144,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+3888,56,Local-gov,52953,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,1669,38,United-States,<=50K
+92836,23,Private,216181,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,36,Iran,<=50K
+41057,23,Private,391171,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,25,United-States,<=50K
+97022,35,Local-gov,223242,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98772,39,Private,103925,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,32,United-States,>50K
+69822,45,Private,38240,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5143,21,Private,148444,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+5585,56,State-gov,110257,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+6876,31,Federal-gov,101345,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+50336,44,Private,268098,12th,8,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,36,United-States,<=50K
+85795,21,,369084,Some-college,10,Never-married,,Other-relative,White,Male,0,0,10,United-States,<=50K
+27278,31,Private,288825,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,5013,0,40,United-States,<=50K
+36263,20,Private,162688,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,38,United-States,<=50K
+68726,17,,48751,11th,7,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+14750,44,Federal-gov,184099,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+74954,19,Private,307496,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,23,United-States,<=50K
+54359,71,,176986,HS-grad,9,Widowed,,Unmarried,White,Male,0,0,24,United-States,<=50K
+73291,23,Private,267955,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38146,21,Private,283969,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,Mexico,<=50K
+31979,29,State-gov,204516,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+34531,33,Private,167771,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+60056,46,Private,345073,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,48,United-States,>50K
+47030,21,,380219,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+58825,36,Self-emp-inc,306156,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+72213,70,Self-emp-not-inc,37203,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,9386,0,30,United-States,>50K
+25364,19,Private,185097,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,37,United-States,<=50K
+16057,29,Private,144808,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+36815,34,Private,187203,Assoc-acdm,12,Never-married,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+38566,26,Private,125089,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50346,30,Private,289458,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24291,34,Private,144798,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21879,24,,172152,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Male,0,0,25,Taiwan,<=50K
+81320,28,Private,207513,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,48,United-States,<=50K
+4565,24,,164574,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+4982,76,Private,199949,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,20051,0,50,United-States,>50K
+3070,19,Private,213024,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+85238,45,Private,213140,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,40,United-States,<=50K
+38297,24,Self-emp-not-inc,83374,Some-college,10,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,30,United-States,>50K
+80713,37,Private,192939,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75159,24,Private,424494,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+88369,24,Private,215243,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+70479,40,Private,30682,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+99814,20,Private,306639,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+93531,23,Local-gov,218678,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+3370,25,Private,219130,Some-college,10,Never-married,Other-service,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+65923,64,Private,180624,Assoc-acdm,12,Never-married,Prof-specialty,Other-relative,White,Female,0,0,30,United-States,<=50K
+78016,53,Local-gov,200190,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,55,United-States,>50K
+59636,28,Private,194472,Some-college,10,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+72851,52,Local-gov,205767,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+65506,28,Private,249870,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+71692,31,Private,211242,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+98993,77,Private,149912,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,10,United-States,<=50K
+49799,22,Private,85389,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+1011,17,,806316,11th,7,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+74561,38,Private,329980,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+62537,45,,236612,11th,7,Divorced,,Own-child,Black,Male,0,0,40,United-States,<=50K
+89543,25,Local-gov,249214,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+32312,50,Private,257126,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+23596,53,Local-gov,204397,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+74954,24,Private,291979,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33219,33,Private,138667,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+49250,57,Federal-gov,42298,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,15024,0,40,United-States,>50K
+52256,39,Private,375452,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,48,United-States,>50K
+96349,30,Private,94413,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,30,United-States,<=50K
+88897,31,Federal-gov,166626,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+81565,39,State-gov,326566,Some-college,10,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+15772,30,Private,165503,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,65,United-States,<=50K
+60235,48,Private,102597,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,44,United-States,<=50K
+14477,62,,113234,Masters,14,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+27296,39,Private,177277,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+3898,34,Private,198103,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,1980,40,United-States,<=50K
+94591,45,Private,260490,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+36579,32,Private,237478,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+86661,40,Federal-gov,36885,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+75720,17,Private,166242,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+15522,19,,158603,10th,6,Never-married,,Own-child,Black,Male,0,0,25,United-States,<=50K
+8880,25,Private,274228,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,84,United-States,<=50K
+39891,42,Private,185145,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,57,United-States,<=50K
+22139,66,Private,28367,Bachelors,13,Married-civ-spouse,Priv-house-serv,Other-relative,White,Male,0,0,99,United-States,<=50K
+52501,63,Self-emp-not-inc,28612,HS-grad,9,Widowed,Sales,Not-in-family,White,Male,0,0,70,United-States,<=50K
+57907,43,Private,191429,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+51014,26,Private,459548,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,20,Mexico,<=50K
+76257,23,Private,65481,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+89263,39,Private,186130,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+11481,47,Self-emp-inc,350759,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+50528,36,Private,359678,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,48,United-States,<=50K
+49056,35,Private,220595,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70766,25,Private,29599,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80464,21,State-gov,299153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+28596,46,Private,75256,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,40,United-States,<=50K
+69226,43,Private,143583,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+2724,31,State-gov,207505,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,70,United-States,>50K
+89314,41,Private,308550,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,60,United-States,<=50K
+62652,50,Private,145717,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+35646,36,Private,334366,11th,7,Separated,Exec-managerial,Not-in-family,White,Female,0,0,32,United-States,<=50K
+94900,31,,76198,HS-grad,9,Separated,,Own-child,White,Female,0,0,20,United-States,<=50K
+93145,45,Self-emp-not-inc,155489,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+51429,50,Private,197322,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+1277,52,Private,194259,7th-8th,4,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+65275,40,Private,346189,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+75649,55,Private,98361,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+60389,64,,178556,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,56,United-States,>50K
+68197,51,Self-emp-inc,162943,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+76662,30,Private,19302,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+94519,56,State-gov,67662,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,39,United-States,<=50K
+8875,35,Private,126675,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+30536,55,Self-emp-not-inc,278228,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+81203,30,Private,169152,HS-grad,9,Never-married,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+69911,34,Private,204052,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22989,36,Private,215392,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+38006,43,Self-emp-inc,83348,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+46055,24,Local-gov,196816,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,<=50K
+27232,30,Private,541343,10th,6,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+99242,33,Local-gov,55921,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,70,United-States,<=50K
+41132,32,Private,251701,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+88716,29,Federal-gov,119848,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99401,50,Private,160572,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,47,United-States,<=50K
+26794,18,Private,25837,11th,7,Never-married,Prof-specialty,Own-child,White,Male,0,0,15,United-States,<=50K
+94192,20,Private,236592,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+80118,45,State-gov,199326,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+30835,22,Private,341610,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,35,,<=50K
+17908,45,Private,175958,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+99621,41,Private,198965,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+23616,42,Local-gov,193537,7th-8th,4,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,35,Puerto-Rico,<=50K
+21658,24,Private,438839,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69234,22,Private,298227,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,35,United-States,<=50K
+43720,28,Private,271466,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+68344,23,Private,335570,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+89701,21,Private,206891,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Female,0,0,38,United-States,<=50K
+47783,23,Private,162551,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+65093,45,Private,145637,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+86918,41,Private,101290,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+13200,49,Federal-gov,229376,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+82492,38,Private,439592,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+36255,37,Private,161141,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58261,70,Private,304570,Bachelors,13,Widowed,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,32,Philippines,<=50K
+79901,24,Private,103277,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,2597,0,40,United-States,<=50K
+36620,28,Local-gov,407672,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66495,24,Private,73928,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+86883,83,Self-emp-inc,240150,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,20051,0,50,United-States,>50K
+25187,69,Private,230417,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,China,>50K
+97405,37,Private,260093,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52949,28,Private,96020,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48887,54,Private,104421,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94200,71,Private,152307,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2377,45,United-States,>50K
+20368,56,State-gov,93415,HS-grad,9,Widowed,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+13106,27,Local-gov,282664,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,45,,<=50K
+29826,42,Self-emp-not-inc,269733,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,99999,0,80,United-States,>50K
+49751,21,Private,202871,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,44,United-States,<=50K
+56671,29,Private,169683,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+8518,27,Private,271603,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,24,,<=50K
+66646,32,Private,340917,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+91507,31,Private,329874,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51917,38,Private,43770,Some-college,10,Separated,Other-service,Not-in-family,White,Female,4650,0,72,United-States,<=50K
+86,55,State-gov,120781,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+93306,48,Private,138069,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+31650,58,Self-emp-not-inc,33309,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,80,United-States,<=50K
+72508,23,Private,76432,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9278,28,State-gov,277635,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+41159,49,Local-gov,123088,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,46,United-States,<=50K
+87926,51,Private,57698,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+21499,23,Private,181820,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,53,United-States,<=50K
+98364,40,Self-emp-not-inc,98985,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+67747,59,Private,98350,HS-grad,9,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+53863,47,Private,125120,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+32048,37,Private,243409,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+26001,39,Private,58972,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,1506,0,40,United-States,<=50K
+85835,43,Private,62857,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+52853,40,Private,283174,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+50362,48,Private,107373,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+92721,29,Private,201155,9th,5,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+2336,48,Private,187505,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+94316,37,Private,61778,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,United-States,<=50K
+51044,19,Private,223648,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,4101,0,48,United-States,<=50K
+70418,28,Private,149652,10th,6,Never-married,Other-service,Own-child,Black,Female,0,0,30,United-States,<=50K
+30182,56,Private,170324,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Trinadad&Tobago,<=50K
+17895,45,Private,165937,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+32280,60,State-gov,114060,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+39048,53,State-gov,58913,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+57816,37,State-gov,378916,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+640,31,Private,241885,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+97389,29,Private,224421,Assoc-voc,11,Married-AF-spouse,Farming-fishing,Husband,White,Male,0,0,44,United-States,>50K
+26629,31,,213771,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,36,United-States,<=50K
+69563,39,Private,315565,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,Cuba,<=50K
+2191,31,Local-gov,153005,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+98395,42,Private,98211,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+8127,17,Private,198606,11th,7,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,16,United-States,<=50K
+87170,19,Private,260333,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+54404,24,Private,219510,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,32,United-States,<=50K
+90468,62,Private,266624,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,6418,0,40,United-States,>50K
+31497,34,Private,136862,1st-4th,2,Never-married,Other-service,Other-relative,White,Female,0,0,40,Guatemala,<=50K
+10320,47,Self-emp-inc,215620,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+10316,58,Private,187067,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,62,Canada,<=50K
+96763,23,Private,325921,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+12192,33,Private,268127,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+11705,76,Private,142535,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Male,0,0,6,United-States,<=50K
+34871,40,Private,177083,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+31491,28,Private,77009,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+77151,41,Private,306405,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+32138,46,Local-gov,303918,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,96,United-States,>50K
+17597,22,Federal-gov,262819,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47117,29,Private,49087,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+5227,26,Private,53833,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+92982,31,Private,1033222,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,8614,0,40,United-States,>50K
+36784,22,Private,81145,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+42541,41,Private,215479,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,43,United-States,<=50K
+99685,29,Private,113464,HS-grad,9,Never-married,Transport-moving,Other-relative,Other,Male,0,0,40,Dominican-Republic,<=50K
+52313,60,Private,109530,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+2636,72,Federal-gov,217864,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+32726,41,Self-emp-inc,117721,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+65778,19,Private,199484,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+42784,25,Private,248851,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+41059,24,Private,116968,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+95429,59,Private,366618,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+68203,17,Private,240143,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+77531,59,,424468,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+87920,69,,320280,Some-college,10,Never-married,,Not-in-family,White,Male,1848,0,1,United-States,<=50K
+94832,25,Private,120238,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,2885,0,43,United-States,<=50K
+47237,50,,194186,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+33485,29,Private,247053,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52833,43,Private,180599,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+93009,29,Local-gov,190330,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+36911,29,State-gov,199450,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Male,0,0,40,United-States,<=50K
+93187,32,Local-gov,199539,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+50967,17,,94366,10th,6,Never-married,,Other-relative,White,Male,0,0,6,United-States,<=50K
+34829,50,Self-emp-not-inc,29231,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+11870,43,Private,33126,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+46994,41,Private,102085,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+32799,32,Private,212064,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+19730,54,State-gov,166774,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+76666,65,Private,95303,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+34770,18,,379768,HS-grad,9,Never-married,,Own-child,Other,Female,0,0,40,United-States,<=50K
+93686,70,Self-emp-inc,247383,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+51277,53,Private,229465,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+27040,37,Private,135436,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+10447,21,Private,180052,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+97268,20,Private,214387,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+31375,47,State-gov,149337,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,38,United-States,<=50K
+41273,26,Private,208326,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3942,0,45,United-States,<=50K
+72276,31,Private,34374,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+58745,45,Self-emp-not-inc,58683,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+83108,35,Private,403037,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+75743,55,Private,32365,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+98179,49,Private,155489,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+84734,33,Self-emp-inc,289886,HS-grad,9,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+90837,30,Federal-gov,54684,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,,<=50K
+29693,19,Private,101549,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+20935,48,Self-emp-inc,51579,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+52575,41,Private,40151,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+35810,29,Private,244721,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,35,United-States,>50K
+42363,47,Local-gov,228372,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+33938,53,Local-gov,236873,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+33418,19,Private,250249,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+64124,71,Private,93202,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,16,United-States,<=50K
+61214,29,Private,176723,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+52190,43,Local-gov,175526,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+62904,23,Private,91842,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+51180,52,Private,71768,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53209,56,Private,181220,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+82921,28,Private,204516,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96591,44,Self-emp-not-inc,89172,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,<=50K
+86802,37,Federal-gov,143547,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24015,30,Private,310889,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+23981,31,Local-gov,150324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+30821,20,Private,216472,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+13020,64,Private,212838,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+95001,45,Private,168283,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+91411,40,Private,187702,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+86400,19,Private,60661,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,52,United-States,<=50K
+663,54,Private,115284,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,United-States,>50K
+21521,61,Self-emp-inc,98350,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+77904,18,Private,195372,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+21305,62,,81578,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+98147,33,Private,111567,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62766,51,Private,244572,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+31373,54,Private,230919,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54042,24,Private,282604,Some-college,10,Married-civ-spouse,Protective-serv,Other-relative,White,Male,0,0,24,United-States,<=50K
+8840,54,Private,320196,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Germany,<=50K
+30537,42,Private,201466,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+72403,51,Federal-gov,254211,Masters,14,Widowed,Sales,Unmarried,White,Male,0,0,50,El-Salvador,>50K
+70645,41,Private,599629,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,>50K
+30123,47,Local-gov,219632,Assoc-acdm,12,Separated,Exec-managerial,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+14628,31,State-gov,161631,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+15463,21,Private,202373,Assoc-voc,11,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+14305,52,Private,169549,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+17411,20,Private,127185,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+60082,18,Private,184277,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+20802,58,Private,119751,HS-grad,9,Married-civ-spouse,Priv-house-serv,Other-relative,Asian-Pac-Islander,Female,0,0,60,Philippines,<=50K
+90524,23,Private,294701,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+12706,21,Private,26842,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+74326,43,State-gov,114537,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+43557,53,Private,126386,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+71834,18,Private,163787,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+94650,44,Private,98211,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+73078,31,Private,175509,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+86105,48,Private,159854,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+66133,55,Self-emp-inc,120920,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+32703,24,Private,187551,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+3321,41,State-gov,27305,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+99103,35,Private,216711,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+70925,47,Local-gov,218596,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49618,54,Private,280292,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,32,United-States,<=50K
+31029,40,Private,200496,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32857,56,Self-emp-not-inc,78090,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+41499,23,Private,118693,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53912,34,Self-emp-not-inc,203488,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+25047,27,Local-gov,172091,HS-grad,9,Never-married,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+63258,32,Private,113364,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+40850,72,Self-emp-not-inc,139889,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,74,United-States,<=50K
+26488,43,Local-gov,301638,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,40,United-States,<=50K
+47751,32,Private,110279,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+61350,53,Private,242859,Some-college,10,Separated,Adm-clerical,Own-child,White,Male,0,0,40,Cuba,<=50K
+11857,18,Private,132986,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+66503,38,Private,254439,10th,6,Widowed,Transport-moving,Unmarried,Black,Male,114,0,40,United-States,<=50K
+7111,41,Federal-gov,187462,Assoc-voc,11,Divorced,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+44073,29,Private,264961,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+23643,70,,148065,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,4,United-States,>50K
+31665,46,Self-emp-inc,200949,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,50,,<=50K
+95668,47,Private,47247,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+41969,56,Local-gov,571017,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,15,United-States,<=50K
+90288,28,Private,416577,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,2829,0,40,United-States,<=50K
+54466,55,State-gov,296991,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+11631,50,State-gov,45961,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,6849,0,40,United-States,<=50K
+40058,47,Private,302711,11th,7,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+136,42,Self-emp-inc,50356,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+30018,22,Private,199336,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,25,United-States,<=50K
+23298,42,Private,341178,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,44,Mexico,<=50K
+98619,42,Federal-gov,70240,Some-college,10,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+33112,46,Private,229394,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77606,45,Private,390368,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,15024,0,99,United-States,>50K
+71489,55,Private,82098,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+31466,57,Private,170411,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+76649,25,Private,109532,12th,8,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+19844,43,Private,142682,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,Dominican-Republic,<=50K
+32585,34,Self-emp-inc,127651,Bachelors,13,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+35176,27,Local-gov,236472,Bachelors,13,Divorced,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+91238,25,Private,176047,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,2176,0,40,United-States,<=50K
+45786,37,Private,111499,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3234,48,Private,425199,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,45,United-States,<=50K
+33367,38,Private,229009,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+66799,17,Private,232713,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,594,0,30,United-States,<=50K
+3791,70,Private,141742,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,9386,0,50,United-States,>50K
+7624,37,Private,234807,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+49690,45,Private,738812,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+95184,56,Private,204816,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+58489,64,Private,342494,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+89563,35,Local-gov,226311,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+24521,23,Private,143062,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+56310,42,Local-gov,125155,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,90,United-States,<=50K
+90239,23,Private,329925,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+30823,26,,208994,Some-college,10,Never-married,,Own-child,White,Male,0,0,12,United-States,<=50K
+63943,56,Local-gov,212864,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+35476,41,Private,214242,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+61606,47,Self-emp-not-inc,191175,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,2179,50,Mexico,<=50K
+49034,21,Private,118693,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+1623,29,Private,253593,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+47793,32,State-gov,206051,Some-college,10,Married-spouse-absent,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+63546,72,Private,497280,9th,5,Widowed,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+65764,69,Self-emp-not-inc,240562,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+97190,19,Private,140985,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,25,United-States,<=50K
+75618,25,Local-gov,191921,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,25,United-States,<=50K
+37299,56,Private,204049,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1848,50,United-States,>50K
+38476,42,Private,331651,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,8614,0,50,United-States,>50K
+66338,58,Private,142158,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,35,United-States,<=50K
+16094,24,Private,249046,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+85555,41,Private,213019,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,38,United-States,>50K
+3078,40,Private,199599,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+16482,37,Private,186191,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,,<=50K
+44777,25,Private,28008,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+31834,43,Self-emp-inc,82488,Bachelors,13,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+52919,36,Private,117073,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+62142,41,Private,325786,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+95076,31,Private,37546,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58413,22,Private,204226,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+16821,36,Private,133299,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14836,42,Private,29702,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64470,29,Private,307812,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+37768,25,Private,174545,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,46,United-States,<=50K
+99928,23,Private,233472,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21072,34,Private,184147,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,20,United-States,<=50K
+98610,27,Private,198188,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,2580,0,45,United-States,<=50K
+24288,32,Private,447066,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,15024,0,50,United-States,>50K
+87862,33,Private,200246,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44670,38,Private,166585,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+16655,21,Private,335570,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,,<=50K
+98328,39,Private,53569,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5993,50,Private,167065,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53190,32,Private,113364,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+68723,40,Federal-gov,219266,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+12991,58,Federal-gov,200042,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+10051,20,Private,205975,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+78263,63,,234083,HS-grad,9,Divorced,,Not-in-family,White,Female,0,2205,40,United-States,<=50K
+32853,56,Private,65325,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+2171,30,Local-gov,194740,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+34385,39,Private,99065,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,39,United-States,<=50K
+3991,25,Private,212793,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+1981,33,Private,112941,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+22960,41,State-gov,187322,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27241,50,Private,283676,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66071,44,Private,173682,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+51322,27,Private,168470,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93610,27,Private,186454,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,13550,0,40,United-States,>50K
+8077,58,Private,141807,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Italy,<=50K
+84874,25,Private,245628,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,15,Mexico,<=50K
+43729,31,Private,264864,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+97762,39,Private,262841,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+9751,55,Private,37438,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+53531,22,Private,170800,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+70973,44,Private,152150,Assoc-acdm,12,Separated,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82493,41,,211873,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,1628,5,,<=50K
+36809,44,Private,159580,12th,8,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95578,61,Private,477209,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,United-States,<=50K
+65287,32,Private,70985,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55279,35,Private,241998,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+37733,28,Private,249541,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29167,57,Private,135339,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+31397,32,Private,44675,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+36502,46,State-gov,247992,7th-8th,4,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+11923,26,Self-emp-not-inc,221626,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,1579,20,United-States,<=50K
+89635,43,Self-emp-inc,48087,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76005,62,Local-gov,114045,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+55046,60,State-gov,69251,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,38,China,>50K
+74676,67,Private,192670,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+91778,19,Private,268392,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+52868,55,,170994,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43682,48,Private,431513,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,>50K
+34250,19,State-gov,37332,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+17163,19,Private,35865,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+28490,43,Private,183891,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+10131,31,Private,150309,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,90,United-States,<=50K
+66491,65,Private,93318,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,<=50K
+30259,32,Private,171814,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86367,36,State-gov,183735,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+15539,41,Private,353541,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+27816,33,Local-gov,152351,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,3908,0,40,United-States,<=50K
+20829,72,,271352,10th,6,Divorced,,Not-in-family,White,Male,0,0,12,United-States,<=50K
+41037,34,Private,345705,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,50,United-States,>50K
+94536,27,Private,223751,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+20334,75,Self-emp-inc,164570,11th,7,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8244,39,,281363,10th,6,Widowed,,Unmarried,White,Female,0,0,15,United-States,<=50K
+31969,51,Private,110747,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+61980,47,Private,34458,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+29185,31,Private,254293,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90186,40,Private,270147,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+91274,48,Private,195491,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+90668,36,Local-gov,255454,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+69685,18,Private,126125,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+19738,33,Private,618191,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92363,34,Private,163110,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+5693,51,Private,145409,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,48,United-States,>50K
+49546,39,State-gov,235379,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87391,20,Private,55465,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+3603,67,Local-gov,181220,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+28078,42,Private,26672,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+19428,59,Private,98361,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+43738,31,Local-gov,219883,HS-grad,9,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+99284,19,Private,376683,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,2036,0,30,United-States,<=50K
+16194,47,Private,33865,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,<=50K
+71057,68,Private,168794,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+27109,30,Private,94245,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+81841,34,Private,34572,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,60,United-States,<=50K
+6720,49,Private,348751,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+58448,38,Private,65382,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+72263,60,Private,116707,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+69636,51,Private,178054,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,>50K
+63308,24,Private,140001,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38595,18,Private,166889,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Female,0,1602,35,United-States,<=50K
+24426,24,Private,117789,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+10260,21,Private,238917,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+79208,48,Local-gov,242923,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,1848,40,United-States,>50K
+18485,52,Local-gov,330799,9th,5,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+86521,48,Private,209460,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37560,40,Federal-gov,75313,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,66,United-States,>50K
+13303,29,,339100,11th,7,Divorced,,Not-in-family,White,Female,3418,0,48,United-States,<=50K
+33027,20,Private,184779,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+53649,31,Private,139000,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+5437,30,Private,361742,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+45522,30,Private,260782,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,,<=50K
+3840,51,Private,203435,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+81652,29,Private,100579,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58193,56,Self-emp-not-inc,356067,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,16,United-States,<=50K
+71233,46,Private,87250,Bachelors,13,Separated,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+23189,41,Private,264663,Some-college,10,Separated,Prof-specialty,Own-child,White,Female,0,3900,40,United-States,<=50K
+39996,29,Private,255817,5th-6th,3,Never-married,Other-service,Other-relative,White,Female,0,0,40,El-Salvador,<=50K
+29417,48,Self-emp-not-inc,243631,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,30,South,<=50K
+56960,34,Self-emp-inc,544268,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+80501,42,Self-emp-not-inc,98061,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+27356,25,Private,95691,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,30,Columbia,<=50K
+13417,47,Private,145868,11th,7,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+13953,23,Private,65038,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+86489,43,Local-gov,227734,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,22,United-States,<=50K
+27793,19,Local-gov,176831,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,35,United-States,<=50K
+94642,22,Private,211678,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+14348,40,Local-gov,157240,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,70,United-States,<=50K
+38189,41,Self-emp-not-inc,145441,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Yugoslavia,<=50K
+39257,71,Self-emp-inc,66624,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,60,United-States,>50K
+95674,42,Private,76487,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+17381,31,State-gov,557853,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,47,United-States,<=50K
+65905,69,,262352,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,32,United-States,<=50K
+31406,58,Self-emp-not-inc,118253,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+40663,36,Private,146625,11th,7,Widowed,Other-service,Unmarried,Black,Female,0,0,12,United-States,<=50K
+63169,31,Private,174201,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+87769,20,,66695,Some-college,10,Never-married,,Own-child,Other,Female,594,0,35,United-States,<=50K
+63681,41,Private,121130,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31346,35,Private,385847,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97448,62,,83439,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+41133,28,Private,114158,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+87453,27,Private,381789,12th,8,Married-civ-spouse,Farming-fishing,Own-child,White,Male,0,0,55,United-States,<=50K
+6165,17,Private,82041,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Canada,<=50K
+73867,35,Self-emp-not-inc,115618,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+54992,45,Self-emp-not-inc,106110,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,99,United-States,<=50K
+27225,44,Private,267521,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+97694,27,Private,90692,Assoc-voc,11,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+80472,51,Private,57101,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26072,49,Private,236913,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83561,64,Self-emp-not-inc,388625,10th,6,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,United-States,>50K
+93304,54,Self-emp-not-inc,261207,7th-8th,4,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,Cuba,<=50K
+72568,43,Private,245487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,Mexico,<=50K
+11346,32,Private,262153,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+41669,36,Private,225516,Assoc-acdm,12,Never-married,Sales,Not-in-family,Black,Male,10520,0,43,United-States,>50K
+70487,26,Self-emp-not-inc,68729,HS-grad,9,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+71353,37,Private,126954,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+48277,38,Private,85074,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+56552,26,Private,383306,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26384,50,Private,128143,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,50,United-States,>50K
+21754,47,Private,185041,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+1998,42,Private,99373,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68573,66,Local-gov,157942,HS-grad,9,Widowed,Transport-moving,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+27647,43,Private,241928,HS-grad,9,Separated,Adm-clerical,Not-in-family,Black,Female,0,0,32,United-States,<=50K
+2308,37,Private,348739,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+23261,37,Private,95654,10th,6,Divorced,Exec-managerial,Unmarried,White,Female,0,0,35,United-States,<=50K
+96633,25,Private,367306,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+9922,29,Private,270421,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+31047,63,,221592,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+14910,50,Self-emp-not-inc,156951,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+97344,42,State-gov,39239,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,70,United-States,<=50K
+96506,32,Private,72744,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+78812,42,State-gov,367292,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+48296,41,Self-emp-not-inc,408498,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+18827,25,Private,361493,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+90986,65,Self-emp-inc,157403,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+96587,32,Private,231263,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+60940,32,Private,244147,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,10,United-States,<=50K
+55329,24,Private,220944,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+26013,51,Federal-gov,314007,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62662,67,,200862,10th,6,Never-married,,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+86914,28,Private,33374,11th,7,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+33983,32,Self-emp-inc,345489,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+69341,77,Private,83601,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+78150,47,Private,162302,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+2905,26,Private,112847,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81394,20,Private,147344,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+84746,57,State-gov,183657,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,35,United-States,>50K
+2335,40,Private,130760,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+69732,50,Private,163948,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+91344,19,Private,316797,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,45,Mexico,<=50K
+8146,54,Federal-gov,332243,12th,8,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+57514,51,Local-gov,195844,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+14776,51,Local-gov,387250,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+47661,38,State-gov,188303,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,40,United-States,>50K
+62392,68,,40956,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+18824,17,Private,178953,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+97312,32,Private,398988,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56078,29,Private,535978,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+25185,42,Private,296982,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+95340,40,Private,231991,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+88399,27,Private,295799,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15282,22,State-gov,201569,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+92013,58,Private,193568,11th,7,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95848,61,Private,97128,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+18618,42,Private,203393,Bachelors,13,Married-civ-spouse,Craft-repair,Wife,Black,Female,0,0,35,United-States,>50K
+25095,49,Private,138370,Masters,14,Married-spouse-absent,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+4392,41,Self-emp-inc,120277,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,<=50K
+29623,43,Private,91949,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+42403,46,Private,228372,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,40,United-States,>50K
+87023,28,Private,132191,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+37969,39,Self-emp-not-inc,274683,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+12961,50,Local-gov,196307,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+12491,57,Private,195835,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12763,47,Private,185399,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,38,United-States,<=50K
+7395,79,Self-emp-not-inc,103684,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+25105,40,Private,140559,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,45,United-States,<=50K
+40254,35,Federal-gov,110188,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+82014,35,Local-gov,668319,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1740,80,United-States,<=50K
+26446,30,Private,112358,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,>50K
+75278,26,Private,151810,10th,6,Never-married,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+45116,49,Private,48120,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,1506,0,40,United-States,<=50K
+78095,48,Private,144844,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44398,22,Private,205839,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+36431,22,Private,113760,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+2389,50,Private,138358,10th,6,Separated,Adm-clerical,Not-in-family,Black,Female,0,0,47,Jamaica,<=50K
+96251,47,Self-emp-not-inc,216657,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+9183,36,Private,278576,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+60852,44,Private,174373,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+42143,73,Private,220019,9th,5,Widowed,Other-service,Unmarried,White,Female,0,0,9,United-States,<=50K
+23296,24,,311949,HS-grad,9,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,45,,<=50K
+6893,34,Private,303867,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+17638,37,Private,154210,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Hong,<=50K
+15433,28,,131310,12th,8,Married-civ-spouse,,Wife,White,Female,0,0,20,Germany,<=50K
+22145,46,Private,202560,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+67389,20,,358783,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+76317,29,Private,423024,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+15520,24,Private,206671,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33893,29,State-gov,245310,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+93722,18,Private,31983,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+48590,41,Private,124956,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,90,United-States,>50K
+98190,59,Private,118358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+89848,27,Private,491421,5th-6th,3,Never-married,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+53582,50,Private,151580,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+65285,25,Private,248990,1st-4th,2,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,24,Mexico,<=50K
+48761,42,Private,157425,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+80265,36,Private,221650,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Japan,<=50K
+97949,62,Private,88055,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,>50K
+266,71,Private,216608,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57514,38,Private,682947,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+32229,44,Private,228124,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+73638,19,,217194,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+87933,49,Self-emp-not-inc,171540,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+69315,60,Self-emp-inc,210827,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+12145,28,Self-emp-not-inc,410351,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Poland,<=50K
+49096,26,Private,163747,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+3670,18,Private,108892,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+52668,43,Private,180096,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+58265,65,Local-gov,153890,12th,8,Widowed,Exec-managerial,Not-in-family,White,Male,2009,0,44,United-States,<=50K
+27521,23,Private,117480,10th,6,Never-married,Craft-repair,Own-child,White,Male,0,0,44,United-States,<=50K
+42228,21,Private,163333,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+61195,20,Self-emp-not-inc,306710,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+46330,19,Private,150553,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,18,Philippines,<=50K
+8909,77,Private,123959,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+41478,32,Private,24961,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+94213,37,Local-gov,327120,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+44557,29,Self-emp-not-inc,33798,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+78389,59,Private,81929,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,45,United-States,>50K
+37334,22,Private,298489,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+77426,30,,101697,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+8855,31,Private,144064,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+24701,59,Self-emp-not-inc,195835,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+91470,29,Federal-gov,184723,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,>50K
+65428,56,Private,265086,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+56743,19,Private,235909,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+10868,37,Private,42645,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+25875,58,State-gov,279878,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+11574,41,Private,104892,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+61881,29,Private,137063,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,38,United-States,<=50K
+6535,38,Self-emp-not-inc,58972,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+60520,36,Private,126675,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+98692,19,Private,286435,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,594,0,40,United-States,<=50K
+19964,46,Private,191389,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,28,United-States,>50K
+83898,42,Private,183241,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+58194,29,Private,91547,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95443,42,Private,52781,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+54245,29,Private,210959,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+77069,47,Private,365516,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+50221,37,Private,112271,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77078,39,Private,269455,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+54737,46,Private,164379,Bachelors,13,Divorced,Sales,Unmarried,Black,Female,0,0,35,United-States,>50K
+34188,28,Private,109621,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13102,36,Private,104858,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,United-States,>50K
+64987,39,Private,99270,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+58306,44,Private,193524,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+59097,70,,149040,HS-grad,9,Widowed,,Not-in-family,White,Female,2964,0,12,United-States,<=50K
+40697,60,State-gov,313946,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+56521,35,Private,162358,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+86676,59,Private,200700,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,48,United-States,>50K
+65505,21,Private,116489,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,60,United-States,<=50K
+64682,22,Private,118310,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Female,0,0,16,United-States,<=50K
+33546,31,Private,352465,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+32270,40,Private,107433,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+3117,33,Private,296538,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+86820,41,Local-gov,195897,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+48339,31,Self-emp-not-inc,216283,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,>50K
+45181,62,Private,345780,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57282,43,Private,216685,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,<=50K
+33787,28,Local-gov,210945,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+25348,43,Private,184321,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,1887,40,United-States,>50K
+30863,55,Self-emp-not-inc,322691,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,3103,0,55,United-States,>50K
+12071,42,Private,192712,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+444,23,Private,178272,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58164,55,Federal-gov,321333,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+30257,44,Self-emp-inc,120277,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,45,United-States,>50K
+17834,19,Private,294029,11th,7,Never-married,Sales,Own-child,Other,Female,0,0,32,Nicaragua,<=50K
+16300,23,Private,112819,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+13243,41,Private,152636,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,50,United-States,<=50K
+81249,63,,301611,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+12576,51,Private,134808,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+15423,49,Private,64216,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,90,United-States,<=50K
+79495,29,State-gov,214284,Masters,14,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,20,Taiwan,<=50K
+54720,25,Private,469572,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,40,United-States,>50K
+31192,44,Self-emp-not-inc,282722,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+8071,17,Private,231439,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+79453,42,Self-emp-inc,120277,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+89613,21,Private,364685,11th,7,Never-married,Tech-support,Own-child,White,Female,0,0,35,United-States,<=50K
+61537,26,Private,18827,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22821,24,Private,169129,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95003,30,Private,202051,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+95465,58,,353244,Bachelors,13,Widowed,,Unmarried,White,Female,27828,0,50,United-States,>50K
+2153,19,Private,574271,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+5197,65,State-gov,29276,7th-8th,4,Widowed,Other-service,Other-relative,White,Female,0,0,24,United-States,<=50K
+61285,52,Self-emp-not-inc,104501,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+79829,17,Private,394176,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+95853,27,Private,85625,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,22,United-States,<=50K
+48773,53,Private,340723,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53762,24,Private,149342,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46694,37,Private,73715,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+36211,34,Private,143083,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,18,United-States,<=50K
+72760,40,Local-gov,290660,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,8614,0,50,United-States,>50K
+38081,49,Local-gov,98738,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+82607,86,Private,149912,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40670,49,Private,309033,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,60,United-States,>50K
+35437,43,Self-emp-not-inc,96129,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+89745,47,Private,216096,Some-college,10,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,35,Puerto-Rico,<=50K
+33439,32,Private,171091,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+99235,30,Self-emp-not-inc,79303,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+47246,25,Local-gov,182380,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+74630,42,Private,36271,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+44195,60,Private,118197,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+72162,46,Private,269652,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,38,United-States,>50K
+43262,39,Local-gov,193815,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+63971,28,Private,141957,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,1887,70,United-States,>50K
+8403,26,Private,222637,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,55,Puerto-Rico,<=50K
+72394,27,Private,118230,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+32629,59,Private,174040,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+12059,64,State-gov,105748,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+63742,90,Self-emp-not-inc,82628,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,2964,0,12,United-States,<=50K
+34943,51,Private,205100,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,45,United-States,>50K
+94036,36,Private,107916,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2002,40,United-States,<=50K
+57460,39,Private,130620,7th-8th,4,Married-spouse-absent,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Dominican-Republic,<=50K
+88878,30,,361817,HS-grad,9,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+72000,47,Self-emp-not-inc,235646,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+10971,32,Private,53277,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+23447,24,Private,456460,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+63308,23,Private,293091,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+94379,62,Private,210935,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+7578,48,,199763,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+92468,62,,223447,12th,8,Divorced,,Not-in-family,White,Male,0,0,40,Canada,<=50K
+72252,35,Self-emp-not-inc,233533,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+92626,27,Private,95647,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+71448,49,Private,199763,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+82638,18,Private,74539,10th,6,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+64780,19,Private,84610,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+62190,63,Self-emp-inc,96930,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+97672,54,Private,115602,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+70785,24,Private,237341,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+29952,61,Private,143800,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+3417,50,Self-emp-inc,163921,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+15680,36,Private,68273,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+88361,21,Private,113163,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,50,United-States,<=50K
+80678,38,Self-emp-inc,478829,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+771,30,Private,345705,Some-college,10,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+6553,22,Private,385077,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,2907,0,40,United-States,<=50K
+2386,33,Private,192286,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,52,United-States,<=50K
+64191,39,Local-gov,236391,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,>50K
+2450,42,Private,106679,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+26010,47,,308242,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+55891,42,Local-gov,46094,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,33,United-States,<=50K
+67037,29,Private,194940,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+77362,35,Private,341643,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+40236,23,Private,210474,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+73449,28,Private,76313,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+80429,34,Private,115858,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+42823,40,Private,55191,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+65048,67,Self-emp-not-inc,364862,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+45583,49,Private,334787,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+37630,34,Private,205733,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64451,60,,120163,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+52074,26,Private,333677,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,2463,0,35,United-States,<=50K
+47471,25,Private,208591,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+86308,40,Private,341204,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,1831,0,30,United-States,<=50K
+16818,56,Self-emp-not-inc,115422,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+17558,35,Self-emp-inc,111319,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1887,45,United-States,>50K
+3203,54,Private,816750,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+25439,25,Private,167835,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+55682,28,Private,92262,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+59099,31,Private,91964,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47432,45,Private,107682,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37141,52,State-gov,135388,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+13161,39,Self-emp-not-inc,597843,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,Columbia,<=50K
+82200,19,Private,389942,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4512,23,Private,442274,12th,8,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+10100,23,Private,595461,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+57636,52,Private,284329,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+50900,33,Self-emp-not-inc,127894,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+20297,35,Private,196899,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Female,0,0,50,Haiti,<=50K
+63771,58,Private,212534,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56905,61,Private,71209,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+17251,39,Private,237943,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,70,United-States,>50K
+9084,38,Private,190759,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73035,59,Private,100313,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+5822,41,Private,344624,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+10864,27,,194024,9th,5,Separated,,Unmarried,White,Female,0,0,50,United-States,<=50K
+55330,19,Private,87497,11th,7,Never-married,Transport-moving,Other-relative,White,Male,0,0,10,United-States,<=50K
+44749,22,Private,236907,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+25725,59,Private,169639,Assoc-acdm,12,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+39861,37,Private,105803,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,45,United-States,>50K
+80850,31,Private,149507,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+59242,18,Private,294387,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71913,20,Private,161708,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+60851,28,Private,282389,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+84542,28,Private,64940,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+77907,49,Private,195727,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+71173,38,Local-gov,37931,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+42530,19,Private,170720,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+64307,43,Private,152958,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+94982,28,Private,312372,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,15024,0,40,United-States,>50K
+22232,41,Private,39581,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,24,El-Salvador,<=50K
+93846,50,Private,206862,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+64051,46,Private,216934,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,Portugal,<=50K
+91319,20,Private,143062,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+78873,45,Private,242391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+91626,28,Private,165030,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+13372,37,Private,199251,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+65217,46,Self-emp-not-inc,353012,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+76078,66,Private,174491,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+8204,35,,333305,Some-college,10,Married-civ-spouse,,Own-child,White,Female,0,0,40,United-States,<=50K
+69668,38,Private,203138,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,50,United-States,>50K
+33445,25,Private,220220,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+52022,55,Federal-gov,305850,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+86147,48,Local-gov,273402,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,40,United-States,<=50K
+48872,56,Private,201344,Some-college,10,Widowed,Craft-repair,Unmarried,White,Female,0,0,38,United-States,<=50K
+60635,47,Self-emp-not-inc,218676,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+42429,55,Self-emp-not-inc,141807,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+12551,41,State-gov,222434,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+74785,47,Private,266860,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+20210,40,Private,34113,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,6849,0,43,United-States,<=50K
+72296,41,Private,159549,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+31632,21,Private,195248,Some-college,10,Never-married,Sales,Own-child,Other,Female,0,0,20,United-States,<=50K
+994,52,Private,109413,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23794,62,Private,195343,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Male,15020,0,50,United-States,>50K
+46941,46,Private,185291,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,>50K
+81660,21,,140012,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+9854,35,Self-emp-not-inc,114366,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+81594,29,Private,169631,HS-grad,9,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+36582,21,Private,163870,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,3908,0,40,United-States,<=50K
+78564,35,Private,312232,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+91641,46,Private,229737,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,India,>50K
+33531,70,,306563,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+74124,35,Private,161637,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1902,40,Taiwan,>50K
+12985,34,Private,106014,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+33292,21,Private,25265,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,30,United-States,<=50K
+62214,29,Private,71860,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+35840,41,Self-emp-inc,94113,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+1753,51,Self-emp-not-inc,208003,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+47031,22,Private,113550,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+41666,47,Private,83046,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19902,42,Self-emp-inc,277488,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,65,United-States,>50K
+6310,19,Private,205830,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,El-Salvador,<=50K
+19443,46,Private,273575,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,40,United-States,>50K
+1227,23,Private,245147,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+9486,49,Private,274720,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+62445,58,Self-emp-not-inc,163047,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40605,41,State-gov,47902,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+20328,50,Private,128798,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+70058,77,Private,154205,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,10,United-States,<=50K
+79145,27,Private,176683,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+31378,29,Self-emp-inc,104737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+21192,54,Private,349340,Preschool,1,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+88621,39,State-gov,218249,Some-college,10,Separated,Prof-specialty,Unmarried,Black,Female,0,0,37,United-States,<=50K
+69982,32,Private,281540,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+41287,36,Federal-gov,112847,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+53395,24,Local-gov,126613,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+24028,50,Self-emp-not-inc,145419,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7688,0,45,United-States,>50K
+59104,32,Self-emp-not-inc,34572,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+32409,26,Private,104045,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67176,49,,57665,Bachelors,13,Divorced,,Own-child,White,Female,0,0,40,United-States,<=50K
+42599,38,Private,359001,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,<=50K
+70080,47,Private,105273,Bachelors,13,Widowed,Craft-repair,Unmarried,Black,Female,6497,0,40,United-States,<=50K
+65448,31,Private,201122,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+35322,38,Private,160035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+34270,50,Private,167886,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+2017,18,Private,32059,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+8238,59,Self-emp-inc,200453,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+80150,56,Self-emp-not-inc,403072,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+73118,34,Private,37210,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,50,United-States,<=50K
+37519,32,Private,199416,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+28491,29,Private,413227,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+70000,29,,188675,Some-college,10,Divorced,,Own-child,Black,Male,0,0,40,United-States,<=50K
+36949,42,Private,226902,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+93929,37,Private,195189,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39748,36,Private,116608,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63490,59,Private,99131,Masters,14,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+75304,32,Private,553405,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,50,United-States,>50K
+49427,52,Local-gov,186117,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,>50K
+18990,29,State-gov,67053,HS-grad,9,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Thailand,<=50K
+64538,39,Private,347960,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,14084,0,35,United-States,>50K
+88054,39,Private,325374,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82094,69,Private,130413,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Female,2346,0,15,United-States,<=50K
+39424,43,Private,111949,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+42953,39,Private,278557,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,48,United-States,<=50K
+10225,19,Private,194905,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+35903,60,Local-gov,195453,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+43466,51,Private,282549,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,3137,0,40,United-States,<=50K
+48618,75,Private,316119,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+55501,37,State-gov,252939,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,Black,Female,5455,0,40,United-States,<=50K
+3551,24,State-gov,506329,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,40,,<=50K
+60683,20,Private,316043,11th,7,Never-married,Other-service,Own-child,Black,Male,594,0,20,United-States,<=50K
+58421,58,Federal-gov,319733,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+63606,21,State-gov,99199,Masters,14,Never-married,Transport-moving,Own-child,White,Male,0,0,15,United-States,<=50K
+26301,28,Private,204600,HS-grad,9,Separated,Protective-serv,Other-relative,White,Male,0,0,40,United-States,<=50K
+87006,40,Private,173307,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+32410,45,Self-emp-not-inc,34446,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+2078,40,Self-emp-not-inc,237293,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,40,United-States,>50K
+24854,41,Private,175642,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+20270,58,Private,203735,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+89610,44,Local-gov,171589,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+9293,26,Private,197967,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+12351,29,Private,413297,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+61531,45,Private,240841,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92248,23,Private,152189,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55314,39,State-gov,85874,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+65480,45,Self-emp-not-inc,176814,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+48882,51,Local-gov,133336,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+77731,22,Private,362623,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+18747,67,,37170,7th-8th,4,Divorced,,Not-in-family,White,Male,0,0,3,United-States,<=50K
+4004,28,Private,30912,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+82414,23,Private,35448,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+47892,33,Private,173248,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,35,United-States,<=50K
+94255,37,Private,49626,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,43,United-States,<=50K
+17571,19,Private,102723,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+10015,90,,166343,1st-4th,2,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+20577,35,Private,168322,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+42699,62,Private,131117,7th-8th,4,Divorced,Tech-support,Unmarried,White,Female,0,0,38,Columbia,<=50K
+2290,20,,210474,Some-college,10,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+74970,25,Private,110138,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+8726,21,Private,107452,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+5072,32,Private,160594,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+1214,32,Local-gov,186784,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,5013,0,45,United-States,<=50K
+16250,70,Local-gov,334666,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,12,United-States,<=50K
+24055,65,,191380,10th,6,Married-civ-spouse,,Husband,White,Male,9386,0,50,United-States,>50K
+18417,57,Private,104272,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87364,31,Private,19491,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73353,37,Private,128715,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+47976,34,Private,128063,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+97989,26,Self-emp-not-inc,37023,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,78,United-States,<=50K
+7153,44,Private,68748,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+68873,66,Private,140576,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36096,39,Local-gov,327435,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+13820,31,Private,202729,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+22157,53,Private,277471,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+2226,36,Private,189670,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,50,United-States,<=50K
+84969,61,Private,204908,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13962,43,Private,171841,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+1304,38,Private,78247,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55099,26,Private,68895,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+75109,27,Private,56658,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,0,0,8,United-States,<=50K
+51904,58,Local-gov,259216,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60905,37,State-gov,270278,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,12,Puerto-Rico,<=50K
+78128,56,Private,238806,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,26,United-States,<=50K
+79209,36,Private,111128,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+46805,29,Private,119429,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+54073,28,Private,73037,10th,6,Never-married,Transport-moving,Unmarried,White,Male,0,0,30,United-States,<=50K
+24860,61,Self-emp-not-inc,84409,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+71558,66,Self-emp-not-inc,274451,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,>50K
+87704,31,Private,246439,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,7298,0,50,United-States,>50K
+16316,21,Private,124242,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+56722,67,Self-emp-not-inc,123393,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,6418,0,58,United-States,>50K
+20802,26,Private,159732,HS-grad,9,Widowed,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+81693,21,Private,161415,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39339,33,Private,157568,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44350,33,Private,168030,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+93884,59,State-gov,349910,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,10605,0,50,United-States,>50K
+57340,82,Self-emp-inc,130329,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+96893,34,State-gov,56964,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+17739,29,Private,370509,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,France,>50K
+10508,19,Private,106306,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+48859,57,Self-emp-not-inc,56480,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,1,United-States,<=50K
+7148,41,Private,115932,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+74512,55,Private,154580,10th,6,Married-civ-spouse,Other-service,Husband,Black,Male,2580,0,40,United-States,<=50K
+16276,27,Private,404421,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+48066,33,Private,194901,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+13142,43,State-gov,164790,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,50,United-States,>50K
+1620,72,Federal-gov,94242,Some-college,10,Widowed,Tech-support,Not-in-family,White,Female,0,0,16,United-States,<=50K
+30261,68,Self-emp-not-inc,365020,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+82384,29,Private,160512,HS-grad,9,Separated,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+92569,41,Private,170331,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+83850,30,Private,101266,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+81285,31,Private,100252,Bachelors,13,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,99999,0,70,United-States,>50K
+14599,54,Private,217718,5th-6th,3,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,30,Haiti,<=50K
+5458,32,Private,170154,Assoc-acdm,12,Separated,Exec-managerial,Unmarried,White,Female,25236,0,50,United-States,>50K
+90248,56,Private,105281,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+27508,39,,361838,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,6,United-States,>50K
+8628,41,State-gov,283917,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+99757,48,Private,39530,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67165,66,Self-emp-not-inc,212185,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+84034,25,Self-emp-inc,90752,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+42309,31,Private,202450,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1573,40,United-States,<=50K
+91955,32,Private,168138,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,2597,0,48,United-States,<=50K
+7140,51,Private,159755,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+47094,42,Private,191765,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Female,0,2339,40,Trinadad&Tobago,<=50K
+76571,22,,210802,Some-college,10,Never-married,,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+65844,31,Private,340880,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+65731,43,Self-emp-not-inc,113211,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+7892,42,Private,134509,Some-college,10,Never-married,Transport-moving,Unmarried,Black,Female,0,0,40,United-States,<=50K
+63981,20,State-gov,147280,HS-grad,9,Never-married,Other-service,Other-relative,Other,Male,0,0,40,United-States,<=50K
+24159,40,Private,145441,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+50463,65,Private,398001,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+55426,53,Private,31588,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,52,United-States,>50K
+76961,56,Private,189975,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,60,United-States,>50K
+21323,51,State-gov,231495,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,United-States,>50K
+4669,38,,121135,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+39420,44,Private,186916,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+72399,49,Self-emp-inc,213140,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+75211,47,Private,176893,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,8614,0,44,United-States,>50K
+11712,22,Private,115244,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+45020,53,Private,313243,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,2444,45,United-States,>50K
+68810,41,Local-gov,169995,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,20,United-States,<=50K
+56184,19,Private,198459,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,2001,40,United-States,<=50K
+73355,27,Local-gov,66824,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,3325,0,43,United-States,<=50K
+41637,48,Self-emp-not-inc,52240,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,>50K
+28776,52,Private,35305,7th-8th,4,Never-married,Other-service,Own-child,White,Female,0,0,7,United-States,<=50K
+22750,61,State-gov,186451,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+88353,45,Self-emp-not-inc,160724,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,45,China,>50K
+5880,29,Private,210464,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+66389,41,Private,207685,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,21,United-States,<=50K
+87393,38,Private,233717,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Male,0,0,60,United-States,<=50K
+77016,32,Private,222205,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+78106,37,Private,167613,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+94805,55,Private,148773,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+72570,62,Local-gov,68268,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+21184,48,Private,174533,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+41950,43,Private,273230,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+76463,25,Private,187502,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,24,United-States,<=50K
+92323,47,Private,209320,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75829,49,Self-emp-not-inc,56841,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+55764,55,Private,254627,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+45183,42,Private,42703,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+59601,40,Private,374137,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+88373,34,Private,196385,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+46438,38,Private,192930,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,10,United-States,<=50K
+51905,39,Private,99527,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+87098,45,Private,185437,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Female,0,0,55,United-States,<=50K
+77247,43,Private,247162,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+10220,32,Federal-gov,131534,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+33603,18,Private,184693,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,Mexico,<=50K
+84371,27,Private,704108,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5954,57,Private,220262,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98568,38,Private,95654,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+4208,67,Private,89346,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+29213,26,Private,94392,11th,7,Separated,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+18157,21,Private,334113,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+19016,17,Private,32763,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+86128,31,Private,136651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+29749,51,Self-emp-not-inc,240236,Assoc-acdm,12,Separated,Sales,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+54291,29,Private,53271,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+51792,28,Private,31493,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,>50K
+59443,32,Private,195891,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+91792,31,Local-gov,209103,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,3464,0,45,United-States,<=50K
+89639,26,Private,211424,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+2745,28,Local-gov,84657,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21553,40,Private,151408,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6526,51,Private,106819,7th-8th,4,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,19,United-States,<=50K
+46620,62,Private,132917,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,20,United-States,<=50K
+81585,54,Private,146834,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+3881,55,Private,164332,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,16,United-States,<=50K
+52594,24,Private,30656,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,20,United-States,<=50K
+5097,27,Private,113501,Masters,14,Never-married,Adm-clerical,Own-child,White,Male,0,0,45,United-States,<=50K
+40351,18,Private,165316,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+8740,22,Private,233955,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,14344,0,40,United-States,>50K
+6187,21,Private,126613,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48493,44,Self-emp-not-inc,361280,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,80,Philippines,>50K
+43458,50,,123044,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,>50K
+69885,38,Private,165472,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23898,39,Private,99452,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+28382,27,Private,84977,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6191,35,Private,240458,11th,7,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+47605,51,Private,230858,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,60,United-States,>50K
+10806,60,Private,123218,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+45005,62,,191118,Some-college,10,Married-civ-spouse,,Husband,White,Male,7298,0,40,United-States,>50K
+20840,38,Private,115289,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84463,37,Private,373895,Some-college,10,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+60258,43,Private,152617,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+80714,49,State-gov,72619,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+41098,17,Private,41865,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+11690,32,Private,190228,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+91990,23,Private,193090,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+61951,28,Private,138692,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+95203,83,Self-emp-inc,153183,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,55,United-States,>50K
+19010,25,Private,181896,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+37869,42,Private,268183,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,60,United-States,<=50K
+53356,46,Local-gov,213668,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21629,29,Private,99369,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,50,United-States,<=50K
+46652,44,Private,104196,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+20023,60,Self-emp-not-inc,176839,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+23415,30,Local-gov,99502,Assoc-voc,11,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+1155,24,Private,183410,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,17,United-States,<=50K
+34995,17,Private,25690,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+97494,76,,201986,11th,7,Widowed,,Other-relative,White,Female,0,0,16,United-States,<=50K
+79641,31,Private,188961,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+82174,52,Private,114971,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+71324,39,Private,121468,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,0,0,35,United-States,<=50K
+69450,73,Self-emp-inc,191540,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+77081,38,Private,146398,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,24,United-States,<=50K
+80237,48,Private,193553,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+59459,60,Private,121127,10th,6,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79784,26,Private,389856,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1077,20,Private,290504,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+75658,54,State-gov,137065,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+4002,50,Local-gov,212685,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+71869,20,Private,71475,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+28660,23,Private,111450,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,22,United-States,<=50K
+58070,35,Private,225860,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+93410,43,Private,129853,10th,6,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+7563,50,Private,99925,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,32,United-States,<=50K
+93105,58,Private,227800,1st-4th,2,Separated,Farming-fishing,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+3466,55,State-gov,111130,Assoc-acdm,12,Divorced,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+40714,29,Private,100764,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+43016,47,Private,275095,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34760,39,Private,147500,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+53406,63,Local-gov,150079,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+29020,27,Private,140863,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+94775,62,,199198,11th,7,Divorced,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+56374,38,Private,193372,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+53456,25,Private,196771,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,65,United-States,<=50K
+59136,31,Private,231826,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,52,Mexico,<=50K
+91722,40,Federal-gov,196456,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+39407,42,Private,34037,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+14912,52,Private,174964,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+72003,46,Private,91608,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+10751,31,Private,403468,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,50,Mexico,<=50K
+34272,33,Private,112900,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+96134,58,Private,242670,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+7439,52,Local-gov,187830,HS-grad,9,Divorced,Tech-support,Unmarried,White,Male,4934,0,36,United-States,>50K
+21728,25,Self-emp-not-inc,368115,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,13550,0,35,United-States,>50K
+9655,54,Private,343242,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+62366,46,Private,113390,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1740,60,United-States,<=50K
+50714,28,Private,200733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+76553,24,Self-emp-not-inc,236769,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33291,39,Private,22494,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9348,60,Federal-gov,129379,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+77745,22,Private,239098,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+27079,27,Private,167501,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+67607,35,Private,77146,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+87800,47,Private,82797,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+4414,33,Self-emp-not-inc,134886,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+66915,40,Self-emp-inc,218558,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+48134,38,Private,207568,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+64796,26,Private,196899,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+71911,54,Self-emp-not-inc,200960,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+46346,39,Private,188069,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,<=50K
+95176,60,Private,232337,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84715,32,Private,98656,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33023,19,State-gov,194260,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+41957,49,,481987,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+40334,31,Private,234976,11th,7,Never-married,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+43046,29,Private,349116,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+41279,39,Private,175390,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+90100,42,Private,187720,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,,>50K
+35910,26,Private,214637,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+59037,27,Private,185127,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+61052,52,Private,98752,9th,5,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35517,50,Local-gov,218382,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+18801,51,Private,153486,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+46684,51,Federal-gov,174102,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+67456,40,Private,137142,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+76602,61,Private,241013,7th-8th,4,Widowed,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+92984,35,Private,267798,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+99938,41,,152880,HS-grad,9,Divorced,,Not-in-family,Black,Female,0,0,28,United-States,<=50K
+56045,31,Private,263561,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+82179,43,Private,113324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+82767,20,Private,39764,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+78779,35,Private,172186,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61265,30,Private,460408,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1672,45,United-States,<=50K
+80598,42,Self-emp-not-inc,185129,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+61757,51,Private,61270,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+97702,39,Self-emp-inc,124685,Masters,14,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,99,Japan,>50K
+82337,69,Self-emp-not-inc,76968,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+31491,63,,310396,9th,5,Married-civ-spouse,,Husband,White,Male,5178,0,40,United-States,>50K
+10825,29,Federal-gov,37933,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,2174,0,40,United-States,<=50K
+75969,21,Private,38772,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+25474,24,Private,172496,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,55,United-States,<=50K
+6223,55,Private,306164,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+70334,42,Self-emp-not-inc,33795,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+56592,48,Private,47686,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+59440,31,Private,193132,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,42,United-States,<=50K
+154,52,Private,400004,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+59586,30,Private,101283,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68542,29,Private,192384,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2012,32,Private,113838,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+80093,47,Private,278322,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+9835,56,Private,199713,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35402,40,Private,236021,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+79708,20,Private,138938,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+77212,36,Private,126946,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57734,45,Private,44791,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80623,38,Private,31964,9th,5,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+82595,60,State-gov,352156,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+26050,70,Self-emp-not-inc,205860,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+26315,21,Private,113106,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+87027,57,Private,89182,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7730,33,Private,250782,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+2379,37,Private,193855,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,50,United-States,<=50K
+32044,50,Self-emp-not-inc,132716,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+97750,68,Private,218637,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,2377,55,United-States,>50K
+23890,28,Private,177955,11th,7,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+24840,32,Private,198660,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15436,30,Private,207937,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,10520,0,50,United-States,>50K
+47362,18,Private,168740,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+30121,45,Private,199625,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+36765,22,Private,213902,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+32876,38,Private,208379,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,8,United-States,<=50K
+44771,37,Private,113120,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38362,23,Private,57827,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36811,59,Private,515712,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27469,48,Self-emp-inc,54190,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+40381,53,Self-emp-inc,134793,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+73090,18,Private,396270,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+86877,30,Private,231620,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+38718,50,Private,174655,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+36239,63,,97823,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+95319,38,Self-emp-not-inc,344480,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,40,United-States,<=50K
+50761,48,Private,176732,9th,5,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89703,60,Private,143932,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71389,46,Private,551962,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,50,Peru,<=50K
+36933,30,,298577,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+71826,39,Private,257942,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+47779,55,Local-gov,253062,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+77023,17,Private,193748,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+91064,46,Private,368561,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+52137,50,Private,192964,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,65,United-States,<=50K
+50390,32,Private,217304,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+88084,18,Private,120029,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+83382,34,Private,62124,HS-grad,9,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+22007,50,Private,94885,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+67492,32,Private,192565,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+65217,23,Local-gov,220912,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+23259,26,Private,184120,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+41111,46,Private,140782,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+51891,43,Self-emp-inc,170785,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+28621,32,Private,90705,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+93600,37,State-gov,108293,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+39687,48,Private,168283,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+15190,28,Private,339372,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+76906,43,Private,193672,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84658,51,Local-gov,143865,10th,6,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+48640,30,Private,209317,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,Dominican-Republic,<=50K
+52487,34,State-gov,204461,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+30921,34,Private,137088,HS-grad,9,Married-civ-spouse,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+56753,41,Private,149102,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+26256,53,Private,182855,10th,6,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+43378,42,Private,572751,Preschool,1,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Nicaragua,<=50K
+18518,18,Private,83451,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+83982,81,Private,98116,Bachelors,13,Widowed,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+64758,40,Private,119225,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+31550,26,Private,134888,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,35,United-States,<=50K
+64265,20,Private,745817,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,15,United-States,<=50K
+30028,41,Private,88368,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+19799,49,State-gov,122066,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+59667,22,Private,363219,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+87347,46,Private,84402,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+98720,56,Private,34626,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,1980,40,United-States,<=50K
+58900,35,Private,150042,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+71150,34,Private,48014,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+41447,29,Local-gov,177398,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+25651,28,Private,373698,12th,8,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,,<=50K
+94543,35,Private,422933,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+12769,29,Private,131088,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+24654,21,Private,178255,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,Columbia,<=50K
+32394,52,Self-emp-not-inc,129311,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,95,United-States,>50K
+6955,45,Private,473171,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40443,43,Private,236985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+27233,35,,226379,HS-grad,9,Married-civ-spouse,,Other-relative,White,Female,0,0,25,United-States,<=50K
+90485,21,,277700,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+24757,35,Private,207568,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+39753,30,Private,85708,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+13232,45,Private,98765,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Canada,<=50K
+18671,29,Private,192283,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,20,United-States,<=50K
+48819,29,State-gov,271012,10th,6,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+77893,33,Private,189265,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67071,17,Private,321880,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,15,United-States,<=50K
+5587,52,Private,177465,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+64018,24,Private,127647,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+45769,32,State-gov,119033,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+53239,40,Private,289748,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,4650,0,48,United-States,<=50K
+62825,32,Private,209317,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Male,0,0,40,,<=50K
+85836,33,Private,284531,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+847,30,Private,251120,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+96019,28,Private,113870,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92783,62,Without-pay,170114,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+62271,46,Local-gov,121124,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,15024,0,40,United-States,>50K
+72187,32,Private,328199,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,64,United-States,<=50K
+73692,26,Private,206307,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+83260,41,Self-emp-inc,236021,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+28036,57,Federal-gov,170603,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+26733,52,Private,74275,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+85143,35,Self-emp-not-inc,112271,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+92634,19,Private,118306,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+97763,49,Private,126754,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+20235,47,Private,267205,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,,>50K
+67017,38,Private,205359,11th,7,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,32,United-States,<=50K
+4833,30,Private,398662,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+83882,32,Private,202498,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Columbia,<=50K
+62226,32,Private,105650,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+61892,46,Private,191204,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+7326,22,Private,56582,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75414,47,Local-gov,51579,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+57831,57,Self-emp-not-inc,152030,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,>50K
+97920,47,Private,227310,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+70952,41,Private,55854,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,56,United-States,>50K
+13301,36,Local-gov,28996,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+39428,32,Private,160634,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+480,37,Private,222450,11th,7,Married-spouse-absent,Other-service,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+4973,36,Self-emp-inc,180419,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+47682,64,Private,116084,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,40,United-States,<=50K
+47067,17,Private,202521,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+3065,23,Private,186014,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+88776,40,Private,88368,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,914,0,40,United-States,<=50K
+7420,42,State-gov,190044,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+28998,37,Self-emp-not-inc,35330,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,42,United-States,<=50K
+8179,35,Federal-gov,84848,Some-college,10,Never-married,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+9278,56,Self-emp-not-inc,176280,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67053,52,Private,145271,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+2040,37,Local-gov,108320,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+71060,48,State-gov,106377,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,>50K
+47762,24,Private,258730,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,40,Japan,<=50K
+44739,33,Private,58305,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+9380,39,Private,341672,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+9564,34,Private,176648,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,42,United-States,<=50K
+65961,24,,32616,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22497,23,Private,481175,Some-college,10,Never-married,Exec-managerial,Own-child,Other,Male,0,0,24,Peru,<=50K
+96983,49,Private,187454,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,99999,0,65,United-States,>50K
+39620,18,Private,25837,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+52175,20,Private,385077,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+16781,54,Private,68985,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+90256,19,Private,181572,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+39514,53,Private,23698,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,>50K
+13855,34,,268127,12th,8,Separated,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+48562,28,Private,162298,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+18062,35,Private,144608,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+89967,20,Private,250630,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+21249,31,Private,150441,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+85760,37,Private,189251,Doctorate,16,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+21227,64,Private,260082,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Columbia,<=50K
+11168,42,Private,139126,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+18432,27,Private,50132,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67720,36,Self-emp-not-inc,167691,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+81873,36,Private,77820,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+89589,23,Private,156513,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+74905,46,Private,248059,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3464,0,40,United-States,<=50K
+30935,24,Private,283092,11th,7,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,35,Jamaica,<=50K
+43025,22,Private,175883,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+67925,62,Private,232308,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+22798,19,Private,269991,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Puerto-Rico,<=50K
+51874,20,Private,305446,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+78309,47,Private,120781,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,15024,0,40,,>50K
+4049,57,Private,78707,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+34856,19,Private,351802,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,35,United-States,<=50K
+89929,37,Local-gov,196529,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+99008,35,Self-emp-inc,175769,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+96369,17,Private,153021,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+4883,36,Local-gov,331902,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+28549,50,Private,279461,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+7619,35,Private,145704,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,3942,0,35,United-States,<=50K
+61941,27,State-gov,205499,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,77,United-States,<=50K
+36761,28,Private,293926,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,30,United-States,<=50K
+68602,29,Self-emp-not-inc,69132,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,99999,0,60,United-States,>50K
+48615,25,Private,113099,HS-grad,9,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+9101,47,Self-emp-inc,206947,Assoc-acdm,12,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,67,United-States,<=50K
+2713,29,State-gov,159782,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+85258,19,Private,410543,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25289,49,Private,34446,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+56655,31,Private,209101,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,>50K
+43240,43,Federal-gov,95902,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+25134,56,Self-emp-not-inc,214323,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72488,42,Private,236323,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+66696,45,Federal-gov,201127,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,56,United-States,>50K
+53659,40,Private,142886,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+64507,44,Private,77313,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+48723,17,,212125,10th,6,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+3578,36,Private,187098,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+2170,19,Private,196857,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+65911,53,Local-gov,155314,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+70163,72,Self-emp-not-inc,203289,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+8625,46,Private,117059,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+1226,33,Private,178587,Some-college,10,Separated,Prof-specialty,Unmarried,White,Female,0,0,37,United-States,<=50K
+16727,22,Private,82393,9th,5,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+53273,17,,145258,11th,7,Never-married,,Other-relative,White,Female,0,0,25,United-States,<=50K
+84266,41,Private,185145,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,,>50K
+91634,46,Private,72896,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+71834,33,Private,134886,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+72878,32,Private,223212,Preschool,1,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+74082,52,Self-emp-not-inc,174752,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1725,27,Private,230563,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+29523,48,State-gov,353824,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+67728,22,Private,117363,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+46302,25,Private,285367,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+4527,60,,139391,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,42,United-States,<=50K
+72864,38,Private,198170,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+44564,37,Private,38948,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+14003,49,Private,188515,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+95602,40,Self-emp-not-inc,177810,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+46589,48,Private,188432,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,46,United-States,>50K
+88641,31,Private,178506,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+63915,40,Self-emp-not-inc,129298,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+35380,25,Private,165315,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,37,United-States,<=50K
+26174,68,Private,117236,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,45,United-States,>50K
+48124,18,,172214,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,20,United-States,<=50K
+78873,19,Private,63434,12th,8,Never-married,Farming-fishing,Own-child,White,Female,0,0,30,United-States,<=50K
+89883,35,Self-emp-inc,140854,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+23699,28,Private,133043,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+90241,53,Private,113176,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,2597,0,40,United-States,<=50K
+27331,33,Private,259301,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,41,United-States,<=50K
+39075,20,Private,196643,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+7398,45,Self-emp-not-inc,364365,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+90605,36,Private,269318,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+11240,34,Private,108454,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+1293,32,Private,171637,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+7033,19,Private,183589,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+18900,24,Private,107801,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+84927,34,Private,179877,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+23625,32,Private,168981,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,<=50K
+52377,37,Private,120590,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+37540,31,Private,310773,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,40,Mexico,<=50K
+75526,21,Private,197050,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+15602,47,Private,159726,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,85,United-States,>50K
+84959,23,Private,210797,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78655,33,Private,55291,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+36632,60,,141221,Bachelors,13,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,2163,25,South,<=50K
+13396,17,Private,276718,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+11479,67,Private,336163,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,24,United-States,<=50K
+46987,57,Private,112840,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+90806,17,Private,165918,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,Peru,<=50K
+51853,53,Private,165745,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26116,25,Self-emp-not-inc,259299,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,50,United-States,>50K
+51394,24,State-gov,197731,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,49,United-States,>50K
+66636,48,Self-emp-not-inc,197702,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+99924,51,Private,162238,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,47,United-States,>50K
+81306,38,Private,213260,HS-grad,9,Separated,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+96703,51,Private,53833,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,46,United-States,>50K
+5755,18,Private,89419,HS-grad,9,Never-married,Tech-support,Own-child,White,Female,0,0,10,United-States,<=50K
+79456,23,Private,119704,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+24587,42,Private,433170,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+75840,34,Private,182714,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,35,,<=50K
+56840,39,Private,172538,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+38538,20,,220115,HS-grad,9,Never-married,,Own-child,White,Male,0,0,12,United-States,<=50K
+47046,39,Private,158956,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+11766,21,Self-emp-not-inc,25631,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+50352,26,Private,476558,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+7734,54,Federal-gov,35576,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77316,34,Private,203463,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7231,32,State-gov,317647,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+11803,59,Self-emp-not-inc,170411,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+49764,24,,174182,11th,7,Married-civ-spouse,,Wife,Other,Female,0,0,24,United-States,<=50K
+67543,54,Private,220055,Bachelors,13,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+55753,54,Private,231482,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+31436,67,Private,335979,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,991,0,18,United-States,<=50K
+41431,33,Private,279173,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+86175,37,Private,89559,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+91375,47,Private,161950,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,25,Germany,<=50K
+74235,51,Private,131068,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+80976,45,Private,219632,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+77306,19,Private,175507,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+78121,58,Self-emp-inc,182062,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,24,United-States,>50K
+67978,27,Private,287476,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,3325,0,40,United-States,<=50K
+12414,36,Private,206253,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,1617,40,United-States,<=50K
+54467,20,,189203,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82748,51,Private,21698,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57803,45,Self-emp-not-inc,328051,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+3313,32,Private,356689,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,3887,0,40,United-States,<=50K
+81457,59,Private,121865,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+55311,45,Self-emp-not-inc,420986,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23508,43,,218558,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+35791,54,Private,288992,10th,6,Divorced,Prof-specialty,Unmarried,White,Male,14344,0,68,United-States,>50K
+61000,20,,189740,Some-college,10,Never-married,,Own-child,White,Female,0,0,32,United-States,<=50K
+83529,29,Local-gov,188909,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,42,United-States,<=50K
+42445,28,Private,213081,11th,7,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+418,18,Self-emp-not-inc,157131,11th,7,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+90326,49,Private,98010,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+52089,46,Private,207677,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+67335,58,,361870,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,30,United-States,<=50K
+49671,56,Private,266091,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+9228,41,Private,106627,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,50,United-States,<=50K
+77403,50,Self-emp-inc,167793,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,60,United-States,>50K
+75890,74,Self-emp-not-inc,206682,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1648,35,United-States,<=50K
+71243,30,Private,243165,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+89192,62,Private,201928,HS-grad,9,Widowed,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+24299,19,Private,128346,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+39163,29,Private,197288,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+89481,20,,169184,Some-college,10,Never-married,,Other-relative,Black,Female,0,0,40,United-States,<=50K
+50332,36,Private,245521,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,Mexico,<=50K
+30872,36,Private,129591,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+65139,51,Local-gov,47415,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1628,30,United-States,<=50K
+53997,37,Self-emp-not-inc,188563,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,United-States,>50K
+8450,29,Self-emp-not-inc,184710,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42423,17,Private,63734,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+92251,18,Private,111256,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+91390,40,Self-emp-inc,111483,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+30290,26,Self-emp-inc,266639,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+9741,42,Self-emp-not-inc,93853,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+7366,32,Private,184207,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42227,33,Private,238002,9th,5,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,Mexico,<=50K
+4827,28,,30237,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+62096,43,Private,196545,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1902,40,United-States,>50K
+31424,47,Private,144844,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92842,37,Private,280500,Some-college,10,Never-married,Tech-support,Own-child,Black,Female,0,0,40,United-States,<=50K
+50577,73,,135601,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+82253,37,Private,409189,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,Mexico,<=50K
+77491,50,Private,23686,Some-college,10,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,35,United-States,>50K
+90356,19,Private,229756,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+59151,32,Local-gov,95530,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+3792,44,Local-gov,73199,Assoc-voc,11,Divorced,Tech-support,Unmarried,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+57052,20,Private,196745,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+74525,29,Private,79481,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24600,21,,116934,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+82219,34,Private,100950,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,Germany,<=50K
+17758,44,Local-gov,56651,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,<=50K
+14046,18,Private,186954,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+87925,22,Private,264874,Some-college,10,Never-married,Tech-support,Other-relative,White,Female,0,0,40,United-States,<=50K
+70611,39,State-gov,183092,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+10420,26,Local-gov,273399,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,Peru,<=50K
+64826,29,,142443,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+82295,21,Private,177526,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+78281,49,Local-gov,31267,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+89100,24,Private,321666,Assoc-acdm,12,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+95364,26,Private,331861,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,,<=50K
+84928,25,Private,283515,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+16661,30,Private,54608,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+89005,52,Private,162238,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+84869,30,Private,175931,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88296,20,Private,236804,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94676,31,Private,168782,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85794,44,Private,227065,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+55312,46,Self-emp-inc,285335,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+55037,31,Private,259705,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+87667,57,Private,24384,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+33737,58,Private,322013,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35275,41,Private,49797,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95612,23,Private,52566,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60132,47,Private,266275,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+94187,72,Self-emp-not-inc,285408,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2246,28,United-States,>50K
+5827,26,Self-emp-not-inc,177858,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,1876,38,United-States,<=50K
+82224,45,Federal-gov,183804,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+37936,48,Private,107231,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+39159,23,Private,173679,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+80386,20,Local-gov,163965,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+92238,18,Private,173585,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,15,Peru,<=50K
+95984,27,Private,172009,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7060,25,Private,44363,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,35,United-States,<=50K
+26180,45,Private,246392,HS-grad,9,Never-married,Priv-house-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+71784,53,Private,167033,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+42303,54,Private,143822,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+52240,41,Private,37869,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+21228,23,Private,447488,9th,5,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,35,Mexico,<=50K
+75838,17,Private,239346,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,18,United-States,<=50K
+88104,42,Private,245975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+12034,61,Private,34632,12th,8,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+67048,57,Private,121362,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,2258,38,United-States,>50K
+92130,21,State-gov,24008,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+58665,44,Private,165492,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+19553,48,Private,326048,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Male,0,0,44,United-States,<=50K
+93498,46,Private,250821,Prof-school,15,Divorced,Farming-fishing,Unmarried,White,Male,0,0,48,United-States,<=50K
+79321,37,Self-emp-not-inc,154641,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,86,United-States,<=50K
+88838,35,Private,198202,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,54,United-States,<=50K
+28292,27,Local-gov,170504,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70275,28,Private,191342,Some-college,10,Never-married,Sales,Not-in-family,Other,Male,0,0,40,India,<=50K
+32042,19,Private,238969,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+38953,63,Self-emp-not-inc,344128,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+54325,69,,148694,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38798,69,,180187,Assoc-acdm,12,Widowed,,Not-in-family,White,Female,0,0,6,Italy,<=50K
+62089,36,State-gov,168894,Assoc-voc,11,Married-spouse-absent,Protective-serv,Own-child,White,Female,0,0,40,Germany,<=50K
+60014,20,Private,203263,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+79383,28,State-gov,89564,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+29950,58,Private,97562,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,38,United-States,<=50K
+27839,48,Private,336540,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+61,39,Private,139647,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,56,United-States,<=50K
+83846,38,Private,160192,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,44,United-States,<=50K
+41756,50,Local-gov,320386,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77798,35,Private,32126,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12446,45,Self-emp-not-inc,275445,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+2989,38,Self-emp-inc,54953,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+86461,54,Private,103580,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,>50K
+64522,42,Private,245565,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,12,England,<=50K
+77865,32,Private,39223,10th,6,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,,<=50K
+33882,55,State-gov,117357,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,70,,>50K
+90757,63,Private,207385,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+98762,21,Private,355287,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,Mexico,<=50K
+87127,62,,141218,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+63779,46,Local-gov,207677,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+92964,43,Private,102114,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52083,35,Self-emp-not-inc,60269,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+23819,37,Private,278632,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+86274,51,Private,355551,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,45,Mexico,<=50K
+34383,45,Private,246891,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,72,Canada,>50K
+49760,19,Private,124486,12th,8,Never-married,Other-service,Own-child,White,Male,0,1602,20,United-States,<=50K
+35059,61,,202106,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,1902,40,United-States,>50K
+86787,61,Private,191417,9th,5,Widowed,Exec-managerial,Not-in-family,Black,Male,0,0,65,United-States,<=50K
+56742,21,Private,184543,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34919,45,Private,122206,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60088,38,Private,229015,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+53434,28,Private,130067,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+28032,40,Local-gov,306495,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+71775,32,Private,232855,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69557,55,Local-gov,171328,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+45450,64,Private,144182,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,23,United-States,<=50K
+82105,34,Private,102858,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+7662,19,,199495,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+80598,58,Private,209438,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+23854,46,Private,74895,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,55,United-States,<=50K
+13272,44,Private,184378,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+93349,31,Private,446512,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+82917,31,Federal-gov,113688,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+56804,39,Private,333305,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,>50K
+2126,19,Private,118535,12th,8,Never-married,Sales,Own-child,White,Female,0,0,18,United-States,<=50K
+81896,56,Private,76142,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+21649,53,Local-gov,38795,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+88602,68,Private,208478,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,18,,<=50K
+96536,69,Private,203313,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,991,0,18,United-States,<=50K
+88902,62,Private,247483,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+84669,62,State-gov,198686,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+50485,39,Private,56118,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+51597,45,Federal-gov,359808,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27728,29,Private,231554,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,50,United-States,<=50K
+88435,33,Private,34848,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+23320,34,Private,199934,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,7298,0,40,United-States,>50K
+18605,29,Private,196243,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17288,65,Self-emp-inc,66360,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,6418,0,35,United-States,>50K
+16012,18,Private,189487,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+49824,22,Private,194848,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+13555,30,Private,167309,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,40,United-States,>50K
+36297,44,Private,192878,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+58572,48,Private,70209,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+6742,52,Federal-gov,123011,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+40781,53,Self-emp-not-inc,135339,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7688,0,20,China,>50K
+68065,48,Federal-gov,497486,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,1471,0,40,United-States,<=50K
+8317,25,Private,178478,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+50165,41,Private,149909,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+20501,37,Private,103323,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82970,55,Private,239404,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,45,United-States,<=50K
+4418,67,Private,165082,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+53557,36,Private,389725,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+5761,47,Private,374580,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,52,United-States,<=50K
+11766,36,,187983,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+20079,25,Private,259300,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,16,United-States,<=50K
+63127,19,Private,277695,9th,5,Never-married,Farming-fishing,Other-relative,White,Male,0,0,16,Mexico,<=50K
+20506,24,Private,230248,7th-8th,4,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+47537,30,Self-emp-not-inc,196342,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+75555,17,Private,160968,11th,7,Never-married,Adm-clerical,Own-child,White,Male,0,0,16,United-States,<=50K
+85909,28,Private,115438,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+36436,34,Private,231043,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,3908,0,45,United-States,<=50K
+62082,35,Private,129597,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,46,United-States,<=50K
+84804,24,Local-gov,387108,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+28465,43,Private,105936,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+40913,20,Private,107242,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,,<=50K
+74168,55,Private,125000,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+37791,22,Private,229456,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,35,United-States,<=50K
+12509,20,Private,230113,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+51961,44,Private,106698,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+5261,38,Private,133454,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68330,53,Private,295520,9th,5,Widowed,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+56071,26,Private,151551,Some-college,10,Separated,Sales,Own-child,Amer-Indian-Eskimo,Male,2597,0,48,United-States,<=50K
+48509,58,Private,100313,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1902,40,United-States,>50K
+43151,23,Private,320294,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21360,53,Private,162381,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+9278,35,Private,183898,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,2354,0,40,United-States,<=50K
+49436,41,Self-emp-inc,32016,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,62,United-States,<=50K
+57454,31,Private,117028,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+75316,50,Private,280278,HS-grad,9,Widowed,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+95398,57,Private,342906,9th,5,Married-civ-spouse,Sales,Husband,Black,Male,0,0,55,United-States,>50K
+98604,25,Private,181598,11th,7,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+31046,23,Private,224059,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+9612,48,Private,148549,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+5965,34,Private,97355,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+73561,37,Private,154571,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+20623,43,Self-emp-inc,140988,Bachelors,13,Married-civ-spouse,Sales,Other-relative,Asian-Pac-Islander,Male,0,0,45,India,<=50K
+89135,20,Private,148409,Some-college,10,Never-married,Sales,Other-relative,White,Male,1055,0,20,United-States,<=50K
+82074,40,Local-gov,150755,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,75,United-States,>50K
+45294,27,Private,87006,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1579,40,United-States,<=50K
+27335,35,Private,112158,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17903,33,Private,121488,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62542,57,State-gov,283635,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58228,43,Private,69758,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+52700,40,Private,199900,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,55,United-States,>50K
+87278,54,Private,88019,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+8483,28,Private,31935,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76240,32,Private,323055,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37697,49,Private,189498,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+524,52,Private,89041,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84879,41,Private,112507,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+83105,19,Private,236940,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+38426,33,Private,278514,HS-grad,9,Divorced,Craft-repair,Own-child,White,Female,0,0,42,United-States,<=50K
+79093,21,,433330,Some-college,10,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+46211,25,Private,258379,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,32,United-States,<=50K
+26712,44,Private,162028,11th,7,Divorced,Sales,Unmarried,White,Female,0,0,44,United-States,<=50K
+14491,20,Private,197997,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+81167,46,Private,98350,10th,6,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,37,China,<=50K
+54232,39,Private,165848,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+5188,34,Private,178615,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21259,19,Private,228939,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+65737,27,Private,210498,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+26277,53,Private,154891,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+93702,46,Private,165937,Assoc-voc,11,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+17778,23,,138768,Bachelors,13,Never-married,,Own-child,White,Male,2907,0,40,United-States,<=50K
+19371,39,Private,160120,Some-college,10,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+82165,30,Private,382368,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+77705,53,Private,123011,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+71390,33,Private,119033,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+3534,22,Private,496856,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+55454,44,Private,194049,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+2759,30,Private,299223,Some-college,10,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+77526,66,Private,174788,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+59929,39,Private,176101,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79392,37,Private,38948,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+43266,34,Private,271933,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,<=50K
+26001,17,Private,122041,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+7501,43,Private,115932,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,>50K
+39152,46,Private,265105,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+27136,17,Private,100828,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+45937,60,Private,121319,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,40,Poland,<=50K
+4516,63,Private,308028,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,5013,0,40,United-States,<=50K
+10408,42,Private,213214,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+16331,30,Private,348618,9th,5,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,Mexico,<=50K
+5238,33,Private,275632,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+14227,43,Private,239161,Some-college,10,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+79777,20,Private,215495,9th,5,Never-married,Exec-managerial,Other-relative,White,Female,0,0,40,Mexico,<=50K
+83580,30,Private,214063,Some-college,10,Never-married,Farming-fishing,Other-relative,Black,Male,0,0,72,United-States,<=50K
+43028,37,Private,122493,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+73613,33,,211699,Some-college,10,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+31213,49,Self-emp-not-inc,175622,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+34073,65,Private,153522,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,17,United-States,<=50K
+50289,35,Private,258339,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+49660,27,Private,119793,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95326,33,Private,133503,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1977,45,United-States,>50K
+85820,18,Private,162840,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+91573,41,Local-gov,67671,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+73434,38,Private,188888,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1340,40,United-States,<=50K
+42478,45,Private,140644,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+44791,18,,126154,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+6944,33,Private,245659,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,38,El-Salvador,<=50K
+42611,28,Private,129624,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,,<=50K
+37856,47,Private,104068,HS-grad,9,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+36833,30,Private,337908,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,20,United-States,<=50K
+13699,36,Private,161141,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+88289,21,Private,162228,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+50896,44,Private,116391,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51895,33,Private,314310,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+38318,61,,394534,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,6,United-States,<=50K
+22126,29,Private,308136,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+20068,45,Private,194698,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+14538,18,,67793,HS-grad,9,Never-married,,Own-child,White,Female,0,0,60,United-States,<=50K
+43684,29,Local-gov,302422,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,1564,56,United-States,>50K
+60345,27,Private,289147,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+72693,21,Private,229826,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,20,United-States,<=50K
+57973,22,,154235,Some-college,10,Married-civ-spouse,,Wife,White,Female,3781,0,35,United-States,<=50K
+8773,49,Self-emp-inc,246739,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+49301,35,Private,188041,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+51378,47,Private,187440,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+91962,37,Local-gov,105266,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13702,37,Private,249208,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+5538,26,Private,203492,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97866,18,,71076,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+39136,55,Federal-gov,146477,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+96176,47,Private,201699,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+54757,59,Private,205949,HS-grad,9,Separated,Craft-repair,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+92979,70,Private,90245,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,5,United-States,<=50K
+11883,53,Federal-gov,177647,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,France,>50K
+65298,39,Private,126494,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+22271,38,Private,257735,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+69945,33,Private,1161363,Some-college,10,Separated,Tech-support,Unmarried,White,Female,0,0,50,Columbia,<=50K
+34739,19,,257343,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+28895,28,Private,221452,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31239,74,Private,260669,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,1,United-States,<=50K
+70671,40,Private,192344,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+6285,35,Private,80479,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68184,35,Self-emp-not-inc,108808,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+98367,41,Private,175674,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+45935,38,Private,272950,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+28191,29,Self-emp-not-inc,160786,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+85182,46,Self-emp-not-inc,122206,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+94448,46,Private,121168,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53402,40,Private,209547,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+94577,29,Federal-gov,244473,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+83126,39,Private,176296,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,60,United-States,<=50K
+68571,31,Private,91666,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,60,United-States,<=50K
+10660,50,Local-gov,191025,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,4650,0,70,United-States,<=50K
+84672,31,State-gov,63704,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71077,27,Private,31659,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+23456,27,Private,191230,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,25,United-States,<=50K
+30308,28,Private,56340,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+66180,21,Private,221157,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,30,United-States,<=50K
+97092,57,Local-gov,143910,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87608,56,Local-gov,435836,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99009,22,,61499,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79657,48,Private,209182,Preschool,1,Separated,Other-service,Unmarried,White,Female,0,0,40,El-Salvador,<=50K
+17847,36,Self-emp-inc,107218,Some-college,10,Divorced,Sales,Unmarried,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+34900,51,Private,55500,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+67495,39,Local-gov,357962,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,<=50K
+24281,43,Private,200355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+49222,38,Private,320451,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+12140,51,Local-gov,184542,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+38822,43,State-gov,206927,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+94518,44,Private,54310,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+63158,35,Private,208165,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+54694,40,Private,146908,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+586,39,Private,318416,10th,6,Separated,Other-service,Own-child,Black,Female,0,0,12,United-States,<=50K
+32857,47,Self-emp-inc,207540,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+88025,23,Private,69911,Preschool,1,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+30506,26,Private,305304,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+6209,25,Local-gov,295289,HS-grad,9,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+46724,29,Private,275110,Some-college,10,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,42,United-States,<=50K
+76922,30,Private,339773,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+89077,57,State-gov,399246,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,1485,40,China,<=50K
+99130,37,Self-emp-inc,51264,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+46012,39,Private,49020,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3103,0,48,United-States,>50K
+48655,37,Private,178100,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+80818,45,,215943,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+33739,21,Private,176178,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+53550,25,State-gov,180884,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+99129,61,State-gov,130466,HS-grad,9,Widowed,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+19119,59,Private,328525,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,2414,0,15,United-States,<=50K
+62910,28,Private,142712,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+27718,24,Private,176321,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+83388,47,Private,145041,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Cuba,>50K
+38848,29,Private,95423,HS-grad,9,Married-AF-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,<=50K
+86670,49,Self-emp-not-inc,215096,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+97092,41,Local-gov,177599,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+25929,33,Private,123920,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+19168,20,,201490,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+77761,40,Private,46990,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,20,United-States,>50K
+18955,32,Private,388672,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,16,United-States,<=50K
+20026,48,Private,149210,Bachelors,13,Divorced,Sales,Not-in-family,Black,Male,0,0,40,United-States,>50K
+76901,24,Private,134787,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+55912,50,Private,185407,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+91714,31,State-gov,86143,HS-grad,9,Never-married,Protective-serv,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+37784,23,Private,41721,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+36340,35,Private,195744,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+16407,50,Local-gov,96062,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+4216,39,Private,215150,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+46182,52,Private,270728,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,Cuba,<=50K
+63385,44,Private,75012,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+3284,43,Private,206139,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+67490,39,Private,50700,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+76699,33,Private,224258,7th-8th,4,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Mexico,>50K
+35615,31,Private,240441,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,1564,40,United-States,>50K
+78954,40,Self-emp-not-inc,406811,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+93293,28,Local-gov,34452,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+51136,19,Private,361341,12th,8,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,25,Thailand,<=50K
+37059,35,Private,78247,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+80120,44,Private,106900,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+19942,40,Self-emp-not-inc,165108,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,England,<=50K
+66162,20,Private,406641,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+38552,55,Private,171467,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,48,United-States,>50K
+11027,30,Private,341187,7th-8th,4,Separated,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+22410,38,Private,119177,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+19811,75,Private,104896,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,2653,0,20,United-States,<=50K
+94536,17,Private,342752,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+62854,79,,76641,Masters,14,Married-civ-spouse,,Husband,White,Male,20051,0,40,Poland,>50K
+58450,20,Private,47541,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+47863,25,Private,233461,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,30,United-States,<=50K
+67930,27,Private,303954,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+54398,19,Private,163015,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+35973,21,Private,75763,Some-college,10,Married-civ-spouse,Sales,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+39251,19,Private,43003,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+13831,42,Private,328239,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44302,28,Private,130856,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+3035,47,Self-emp-not-inc,190072,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Iran,>50K
+48703,59,Private,170148,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+83464,50,Private,104501,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+6666,48,Self-emp-inc,213140,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+92805,33,Local-gov,175509,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+14223,27,Private,173611,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76799,45,Private,148995,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,99999,0,30,United-States,>50K
+74202,24,Private,64520,7th-8th,4,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+3418,31,Private,139822,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+97085,24,Private,258700,5th-6th,3,Never-married,Farming-fishing,Other-relative,Black,Male,0,0,40,Mexico,<=50K
+31098,29,Private,34796,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56701,24,Private,124963,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+49128,24,Private,65743,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+62035,28,Private,161087,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,45,Jamaica,<=50K
+47660,63,,424591,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+199,36,Federal-gov,203836,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+76509,58,State-gov,110199,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34809,51,Private,316059,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+28924,42,Private,255667,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+67235,39,Private,193689,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+9759,26,Private,60722,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+82573,39,Private,187847,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27090,28,Private,233275,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+76251,51,Private,215404,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,15024,0,40,United-States,>50K
+29514,45,Private,201865,Bachelors,13,Married-spouse-absent,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+73737,45,Private,118889,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29145,23,State-gov,368739,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58839,38,Private,123833,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+786,38,Private,171344,11th,7,Married-spouse-absent,Transport-moving,Own-child,White,Male,0,0,36,Mexico,<=50K
+70171,39,Private,153976,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+74517,52,Private,374883,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+63680,17,Private,167658,12th,8,Never-married,Sales,Own-child,White,Female,0,0,6,United-States,<=50K
+37598,31,Private,348504,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+82136,22,Private,258509,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,24,United-States,<=50K
+38938,47,State-gov,108890,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,1831,0,38,United-States,<=50K
+63089,28,Private,188236,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33151,30,,355571,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+54136,41,Private,425049,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+92217,29,Private,142555,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,42,United-States,<=50K
+31800,42,Self-emp-not-inc,29320,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,0,0,60,United-States,>50K
+25548,52,Federal-gov,207841,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+18239,35,Private,187329,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+51612,28,Private,270973,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+68172,46,Private,197332,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,46,United-States,>50K
+23214,21,,175166,Some-college,10,Never-married,,Own-child,White,Female,2176,0,40,United-States,<=50K
+27260,45,Local-gov,160187,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+83448,21,Private,197918,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+29764,74,Private,192290,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+29827,29,Private,241895,HS-grad,9,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+45506,39,Local-gov,164515,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37878,44,Private,147206,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,45,United-States,>50K
+85731,23,Self-emp-inc,306868,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+32673,32,Local-gov,169837,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+89015,61,,124648,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56332,43,Private,185057,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,>50K
+50345,23,Private,240049,Preschool,1,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Laos,<=50K
+56921,18,Private,164441,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+69470,38,Private,179314,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+61891,33,Private,319854,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,4650,0,35,United-States,<=50K
+6603,19,Self-emp-inc,148955,Some-college,10,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,35,South,<=50K
+15315,23,Private,32950,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,4101,0,40,United-States,<=50K
+16985,37,Private,206699,HS-grad,9,Divorced,Tech-support,Own-child,White,Male,0,0,45,United-States,<=50K
+18973,25,Private,385646,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+75962,36,Private,31438,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,43,,<=50K
+97667,45,Private,168598,12th,8,Married-civ-spouse,Adm-clerical,Wife,Black,Female,3103,0,40,United-States,>50K
+29420,32,Private,97306,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+87874,65,,106910,11th,7,Divorced,,Not-in-family,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+39321,18,Self-emp-not-inc,29582,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+27786,25,Private,220284,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,Mexico,<=50K
+39614,29,Private,110226,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,65,,<=50K
+54733,53,Private,240914,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43861,33,Private,115496,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+75319,27,Private,105817,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+83436,24,State-gov,330836,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+97029,54,Self-emp-not-inc,36327,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+59368,23,Private,33423,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+62059,45,Private,75673,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+79660,36,Private,185744,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,>50K
+25444,36,Private,186035,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+45406,44,Local-gov,196456,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1669,40,United-States,<=50K
+12375,24,Private,111450,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+25638,39,Private,115289,Some-college,10,Divorced,Sales,Own-child,White,Male,0,1380,70,United-States,<=50K
+5537,50,Private,74879,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+88052,38,Private,117312,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,40,United-States,>50K
+82760,58,Private,272902,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+99081,44,Self-emp-inc,220230,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,48,United-States,<=50K
+84445,24,Private,90934,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+45942,52,Self-emp-inc,234286,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+79568,46,Private,364548,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,8614,0,40,United-States,>50K
+92905,50,Self-emp-inc,283676,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+10926,34,Private,195602,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+51843,40,Private,70761,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+20484,53,Private,142717,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+30940,24,Private,124242,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+84959,58,,53481,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,70,United-States,<=50K
+43770,26,Private,287797,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+69812,22,Private,188274,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+23450,36,Private,171968,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98544,78,,74795,Assoc-acdm,12,Widowed,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+8812,36,Private,218490,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Germany,>50K
+36064,43,Local-gov,94937,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,28,United-States,<=50K
+36024,60,Private,109511,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+81988,49,Local-gov,269527,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+8320,50,Self-emp-inc,201689,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,63,,>50K
+18066,34,Self-emp-not-inc,120672,7th-8th,4,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,10,United-States,<=50K
+60632,46,Private,130779,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+890,46,Local-gov,441542,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+37978,69,Private,114801,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+30073,32,Private,180284,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+66934,40,Local-gov,27444,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+46983,61,Private,180382,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3411,0,45,United-States,<=50K
+44953,56,Private,143266,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+23289,47,Private,139268,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+58079,29,Private,126208,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+27072,37,Private,186191,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,46,United-States,<=50K
+13642,51,Private,197163,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,2559,50,United-States,>50K
+286,44,State-gov,193524,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+23008,33,Private,181388,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+76974,51,Self-emp-not-inc,124963,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,>50K
+5300,24,Private,188925,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+68027,37,Self-emp-not-inc,149230,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+32829,40,Private,388725,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78709,34,Private,113543,Masters,14,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+63913,61,,187636,Bachelors,13,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+64666,56,Self-emp-inc,267763,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,<=50K
+90388,69,Federal-gov,143849,11th,7,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+5110,41,Self-emp-not-inc,97277,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,10,United-States,<=50K
+96716,40,Private,199303,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+58105,57,Private,124852,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+92070,26,Private,50053,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+87248,53,Private,97005,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,>50K
+60957,90,,175444,7th-8th,4,Separated,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+17803,39,Private,337898,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+14720,51,Federal-gov,124076,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73200,56,Federal-gov,277420,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Puerto-Rico,>50K
+29378,51,Private,280278,10th,6,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+37467,17,Private,241185,12th,8,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+8950,42,Private,202188,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,1741,50,United-States,<=50K
+69448,42,Private,198422,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+33216,29,Private,82242,Prof-school,15,Never-married,Prof-specialty,Unmarried,White,Male,27828,0,45,Germany,>50K
+72011,33,Private,178429,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+86597,47,Private,185866,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,,>50K
+20310,43,Private,212847,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70000,64,Self-emp-not-inc,219661,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,9,United-States,>50K
+68118,40,Private,321856,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,>50K
+97365,21,Private,313873,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+30541,31,Private,144064,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+38397,60,Private,139586,Assoc-voc,11,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,>50K
+27676,32,Private,419691,12th,8,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+95432,66,,212759,Bachelors,13,Married-civ-spouse,,Husband,White,Male,6767,0,20,United-States,<=50K
+59437,27,Private,195562,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,20,United-States,<=50K
+80374,40,Private,205706,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+93040,27,Private,131310,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+48999,18,Private,54440,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+75742,43,Private,200734,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+77630,52,Private,81859,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+90072,31,Private,159589,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,85,United-States,<=50K
+72385,28,Private,300915,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+5715,44,Private,185057,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+69823,37,Self-emp-not-inc,42044,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+25060,35,Private,166416,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+28390,42,Private,212737,9th,5,Separated,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+22934,18,Private,236069,10th,6,Never-married,Other-service,Own-child,Black,Male,0,0,10,United-States,<=50K
+86346,46,Self-emp-inc,216414,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,1977,60,United-States,>50K
+13799,54,Federal-gov,27432,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+93107,54,Private,145419,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1672,50,United-States,<=50K
+45830,56,Private,147202,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,Germany,<=50K
+5126,27,Private,29261,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+96525,26,Private,359543,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+15030,41,Local-gov,227644,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65109,41,Private,90021,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,,<=50K
+30506,32,Private,188154,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+13414,18,Private,110142,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+34219,36,Private,186415,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,65,United-States,<=50K
+66432,37,Private,175720,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58271,31,Private,172865,5th-6th,3,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,Mexico,<=50K
+7655,46,Private,35969,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,51,United-States,<=50K
+13748,24,Private,433330,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19295,25,Self-emp-inc,160261,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,35,Taiwan,<=50K
+22518,55,Private,189528,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+26186,64,Local-gov,113324,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2876,30,Local-gov,118500,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94238,65,Private,89681,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,99,United-States,<=50K
+96656,46,Federal-gov,199925,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90593,45,Private,102308,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+94247,18,Private,444607,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+70537,32,Private,176998,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+10189,38,,94559,Bachelors,13,Married-civ-spouse,,Wife,Other,Female,7688,0,50,,>50K
+35491,34,State-gov,366198,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Germany,>50K
+49242,35,Private,180686,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,40,United-States,<=50K
+97051,26,Private,108019,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,3325,0,40,United-States,<=50K
+59381,24,Private,153542,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,35,United-States,<=50K
+96537,45,Self-emp-not-inc,210364,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,80,United-States,>50K
+67360,36,Private,185394,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,34,United-States,<=50K
+3221,44,Private,222703,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Nicaragua,<=50K
+80939,23,Private,183945,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+33240,57,Private,161964,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+2369,41,Self-emp-not-inc,375574,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Mexico,>50K
+17347,20,Local-gov,312427,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,30,Puerto-Rico,<=50K
+35008,32,Private,53373,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+8514,60,Private,166330,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,99999,0,40,United-States,>50K
+85707,38,Self-emp-inc,124665,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,20,United-States,<=50K
+1622,29,Private,146719,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,45,United-States,<=50K
+26068,22,Private,306593,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+82736,21,Private,156687,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,30,India,<=50K
+57335,40,Local-gov,153489,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,White,Male,3137,0,40,United-States,<=50K
+80566,59,Private,231377,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,45,United-States,>50K
+12676,45,State-gov,127089,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+35073,76,Local-gov,329355,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,13,United-States,<=50K
+34283,45,Private,178319,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+44315,49,Local-gov,304246,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,70,United-States,<=50K
+79694,36,Local-gov,174640,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,60,United-States,>50K
+76256,22,Private,148294,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+31744,47,Private,298037,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,44,United-States,<=50K
+66066,26,Private,98155,HS-grad,9,Married-AF-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+88041,21,Private,102766,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+50202,27,Private,78529,HS-grad,9,Never-married,Transport-moving,Own-child,White,Female,0,0,15,United-States,<=50K
+44747,26,Private,136309,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6293,20,Private,275357,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Female,0,0,25,United-States,<=50K
+29065,31,Self-emp-not-inc,33117,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,England,<=50K
+82419,57,Local-gov,199546,Masters,14,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+59124,39,Private,184128,11th,7,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+89389,36,Private,337039,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,Black,Male,14344,0,40,England,>50K
+2741,66,Private,126511,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+44840,34,Local-gov,325792,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36112,80,,91901,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+43459,21,Private,119474,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+88385,40,Private,153238,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,32,United-States,>50K
+46676,49,Local-gov,321851,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+43651,48,Self-emp-not-inc,108557,Some-college,10,Divorced,Sales,Not-in-family,White,Female,3325,0,60,United-States,<=50K
+64943,19,State-gov,67217,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,594,0,24,United-States,<=50K
+49854,42,Private,195508,11th,7,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+74873,59,Private,102193,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+93135,63,Private,20323,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+97637,26,Private,122206,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+77166,41,Private,200652,9th,5,Divorced,Other-service,Other-relative,White,Female,0,0,35,United-States,<=50K
+50079,42,Private,173590,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1628,40,United-States,<=50K
+13165,19,Private,184121,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+32710,45,Local-gov,53123,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+46119,47,Private,175990,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,>50K
+84802,47,Private,316101,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10716,34,Private,34080,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,<=50K
+49117,49,Self-emp-not-inc,219718,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+62271,36,Private,126954,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+58311,53,Private,99185,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,>50K
+77884,21,,40052,Some-college,10,Never-married,,Not-in-family,White,Male,0,2001,45,United-States,<=50K
+54263,39,Private,120074,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59060,52,Self-emp-not-inc,77336,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95482,18,Private,60981,Some-college,10,Never-married,Sales,Own-child,White,Female,2176,0,35,United-States,<=50K
+67753,59,Private,77884,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+57978,50,Private,65408,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+12001,31,Private,173279,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+14535,52,,318351,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+21378,41,Self-emp-not-inc,157686,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+43699,45,Private,277434,Assoc-acdm,12,Widowed,Tech-support,Unmarried,White,Male,0,0,40,United-States,>50K
+78402,54,Local-gov,184620,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66976,22,Private,34443,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,25,United-States,<=50K
+51810,50,Private,268553,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,40,United-States,>50K
+99847,20,,41356,Assoc-acdm,12,Never-married,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+19771,43,Private,459342,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60136,48,Local-gov,148549,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+67807,24,Private,254293,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,45,United-States,<=50K
+11398,54,Private,104501,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+88974,26,Private,238367,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+33587,53,Private,180439,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+91328,51,Self-emp-inc,100029,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+11379,54,Private,215990,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,44,United-States,>50K
+54090,32,State-gov,111567,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,49,United-States,>50K
+44240,46,Private,319163,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+2238,60,,160155,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,12,United-States,<=50K
+83086,52,Local-gov,378045,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+19417,44,Private,177083,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50844,56,Self-emp-inc,119891,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,40,United-States,<=50K
+33344,57,Private,127779,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+22394,35,Private,299353,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52880,30,Private,63861,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88063,29,Private,112403,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,35,United-States,<=50K
+82745,49,Private,83610,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,66,United-States,>50K
+86712,28,Private,452808,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31924,30,Private,176871,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+51686,45,Private,100651,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,1980,40,United-States,<=50K
+3182,17,Private,266134,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+23748,54,Local-gov,196307,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+77438,31,Private,87891,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+23137,54,Private,182314,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+19897,55,,136819,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+27561,26,Private,181666,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,40,,<=50K
+22465,37,Private,179671,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+66050,34,Private,27494,HS-grad,9,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,48,United-States,>50K
+67366,38,Private,338320,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Canada,<=50K
+95009,51,Private,199688,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+20849,41,Private,96635,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,60,United-States,<=50K
+6119,24,Private,165064,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75830,56,Self-emp-inc,109856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+56526,33,Private,82393,HS-grad,9,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+57276,31,Private,209538,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+80701,27,Private,209891,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+97974,32,Self-emp-not-inc,56026,Bachelors,13,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,45,United-States,<=50K
+86466,35,Private,210844,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+32928,43,Private,117158,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+5243,40,Private,193144,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+18701,19,Self-emp-not-inc,137578,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,53,United-States,<=50K
+31711,23,Private,234108,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,32,United-States,<=50K
+53643,40,Private,155767,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+32527,59,Private,110820,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,>50K
+14389,43,Private,403276,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87726,43,Self-emp-not-inc,147269,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,,<=50K
+73336,53,Private,123092,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87761,26,Private,165673,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+80200,68,Self-emp-inc,182131,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,10605,0,20,United-States,>50K
+44009,41,Private,204415,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+18562,32,Self-emp-not-inc,92531,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+79939,25,State-gov,157028,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70314,20,Private,228649,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+59706,22,Private,147253,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,15,United-States,<=50K
+8896,33,Private,160784,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42523,26,Local-gov,163189,Some-college,10,Married-civ-spouse,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+3855,29,Private,146343,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+67400,20,Private,225811,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,23,United-States,<=50K
+79407,68,State-gov,202699,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2377,42,,>50K
+65855,58,Private,374108,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+81784,32,Private,93930,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85536,23,Private,412248,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+53247,30,Private,427474,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+56111,67,State-gov,160158,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,8,United-States,<=50K
+28134,26,Private,159603,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+41887,53,Self-emp-not-inc,101017,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+78386,27,Local-gov,163862,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+39049,29,Without-pay,212588,Some-college,10,Married-civ-spouse,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+23344,38,State-gov,321943,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+72485,17,Private,317702,9th,5,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+53410,48,Private,287480,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+20859,52,Private,135607,Some-college,10,Widowed,Other-service,Unmarried,Black,Female,0,0,40,,<=50K
+55122,28,Private,168514,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+8037,18,Private,88642,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+9401,28,Private,227104,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+25721,34,Private,157289,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22759,62,Private,213321,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+46190,46,Private,294907,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+95374,30,Private,251411,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+54723,20,Private,183594,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+44954,29,Private,189565,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,50,United-States,<=50K
+84935,55,Private,217802,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,25,United-States,<=50K
+15408,20,Private,388156,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,24,United-States,<=50K
+23306,54,Private,447555,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+96667,27,Private,204098,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+90833,43,Private,193882,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,55,United-States,<=50K
+29037,17,,89870,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+86379,48,State-gov,49595,Masters,14,Divorced,Protective-serv,Not-in-family,White,Male,0,0,72,United-States,<=50K
+57401,34,Private,228873,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+74037,66,,108185,9th,5,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+40367,29,Private,176027,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48103,43,,405374,Some-college,10,Separated,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+34370,37,Private,39606,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+98700,56,Private,178353,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+953,58,Private,160662,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+56035,54,Self-emp-inc,196328,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,Jamaica,<=50K
+79875,45,Private,20534,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,41,United-States,<=50K
+2897,29,Self-emp-inc,156815,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+65561,26,Private,360252,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+84700,43,Private,245056,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+87518,33,Local-gov,422718,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+23563,45,Self-emp-not-inc,118081,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,3103,0,42,United-States,<=50K
+55950,25,Private,262978,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+36787,25,Private,187577,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3076,69,,259323,Prof-school,15,Divorced,,Not-in-family,White,Male,0,0,5,United-States,<=50K
+50592,37,Private,160920,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+42749,20,Private,194247,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,25,United-States,<=50K
+15102,39,Private,134367,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,24,United-States,>50K
+61115,17,Private,123335,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+61735,27,Local-gov,332249,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+88118,26,Private,358124,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+34190,55,Private,208019,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+45299,39,Private,318452,11th,7,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+22455,41,Private,207779,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37342,34,Private,238376,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+62056,51,Private,673764,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+51652,67,State-gov,239705,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,12,,<=50K
+30586,40,Private,133974,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+81816,58,Private,138285,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+36409,23,Private,152140,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43806,45,Local-gov,287920,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+6281,51,Private,289572,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+57740,43,State-gov,78765,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+76423,25,State-gov,99076,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,2597,0,50,United-States,<=50K
+55876,36,Self-emp-not-inc,224886,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,2407,0,40,United-States,<=50K
+79396,58,Private,206532,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+91640,33,Private,129529,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71876,60,Local-gov,202473,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+19910,24,Private,162312,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+76444,45,Private,72844,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,46,United-States,<=50K
+60145,49,Private,206947,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67267,19,Private,64112,12th,8,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34659,34,State-gov,20057,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,38,Philippines,<=50K
+62094,42,State-gov,222884,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85654,25,Private,132683,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+22655,73,,177773,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+46103,59,Self-emp-not-inc,144071,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,2580,0,15,El-Salvador,<=50K
+29742,28,Private,148429,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2885,0,40,United-States,<=50K
+35840,19,Private,168601,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+99094,31,State-gov,78291,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+82463,58,Federal-gov,243929,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+78943,21,Private,215039,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,13,,<=50K
+89886,47,Self-emp-not-inc,185673,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+70487,30,Private,121142,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+96757,41,Private,173858,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+16,59,,87247,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,England,<=50K
+78065,43,Private,334991,Some-college,10,Separated,Transport-moving,Unmarried,White,Male,4934,0,51,United-States,>50K
+61,48,Private,93476,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,2001,40,United-States,<=50K
+19217,44,Private,174283,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+50291,44,Private,128676,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+83627,24,Private,205844,Bachelors,13,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+57981,28,Private,62535,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+65572,50,Private,240612,HS-grad,9,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,10,United-States,<=50K
+63885,33,Private,176992,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+7984,23,Local-gov,254127,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Female,0,0,50,United-States,<=50K
+16207,30,,138744,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+31442,46,Private,128460,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+64173,21,State-gov,56582,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,10,United-States,<=50K
+86809,52,Private,153751,9th,5,Separated,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+90225,26,Private,284343,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39126,27,State-gov,312692,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,12,United-States,<=50K
+87771,28,Private,111520,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Nicaragua,<=50K
+78507,50,Self-emp-inc,304955,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+57771,28,Private,288598,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+46006,61,Self-emp-not-inc,117387,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+89605,32,Private,230484,7th-8th,4,Separated,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+80584,30,Federal-gov,319280,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77420,51,Local-gov,186416,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+91772,40,Local-gov,147372,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,2444,40,United-States,>50K
+18362,36,Private,145933,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,2258,70,United-States,<=50K
+85117,28,Private,110164,Some-college,10,Divorced,Other-service,Other-relative,Black,Male,0,0,24,United-States,<=50K
+48410,49,Private,225454,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+17370,61,Self-emp-not-inc,220342,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+92446,41,Self-emp-not-inc,144002,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+88445,55,Private,225365,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+21751,36,Private,187983,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+14915,21,Private,89991,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+55845,57,Self-emp-not-inc,225913,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+20477,49,Self-emp-inc,229737,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,37,United-States,>50K
+5510,59,Private,145574,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+19813,41,Private,274363,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,80,United-States,>50K
+57431,59,Private,365390,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6619,20,Private,266467,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+19243,42,Private,183384,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+26104,41,Local-gov,112797,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,<=50K
+7462,45,Federal-gov,76008,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+28087,36,Private,156780,HS-grad,9,Never-married,Sales,Other-relative,Asian-Pac-Islander,Female,0,0,40,,<=50K
+80636,42,Local-gov,186909,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+31722,25,Private,25497,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+33401,45,Private,102771,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+68709,58,Self-emp-not-inc,248841,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+71251,39,Private,30916,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71851,34,Private,123270,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+78871,22,Self-emp-not-inc,210165,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38464,44,Private,222596,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Male,0,0,50,United-States,>50K
+46814,53,Self-emp-inc,188067,Some-college,10,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+96194,22,Private,119592,Assoc-acdm,12,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,2824,40,,>50K
+598,27,Private,250314,9th,5,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Guatemala,<=50K
+54427,60,Private,205934,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+70987,46,Private,186172,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+42122,56,Self-emp-inc,98418,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,40,United-States,>50K
+35157,36,Private,329980,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,27828,0,40,United-States,>50K
+73102,56,Private,147653,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+20215,35,,195946,Some-college,10,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+7492,29,Self-emp-inc,168221,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1740,70,United-States,<=50K
+23016,19,Private,151801,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,39,United-States,<=50K
+20593,38,Private,177154,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+77252,40,Federal-gov,73883,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+26639,52,Private,175714,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+10642,22,Private,43535,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+2155,32,State-gov,104509,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+82840,27,Private,118230,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+42299,25,Private,152046,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,Guatemala,<=50K
+78333,36,Private,52327,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,40,Iran,>50K
+25294,22,Private,218886,12th,8,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+99078,32,Self-emp-not-inc,84119,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+98091,37,Private,189674,Bachelors,13,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+45738,22,Private,222993,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,54,United-States,<=50K
+97733,29,Private,47429,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+79588,42,Private,144995,Preschool,1,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+46879,45,Private,187969,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+87035,33,Private,288398,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+49745,39,Private,114591,Some-college,10,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+55768,27,Private,167737,12th,8,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+85439,53,Local-gov,248834,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+57507,30,Private,165686,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60260,52,Self-emp-not-inc,40200,Some-college,10,Widowed,Craft-repair,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+82011,43,Self-emp-inc,117158,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+38382,47,Local-gov,216657,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,>50K
+52270,61,Private,124242,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,India,<=50K
+28442,39,Local-gov,239119,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,Dominican-Republic,<=50K
+46789,47,Private,190072,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+79285,19,Private,378114,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+99224,37,Private,236990,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3464,0,40,United-States,<=50K
+62416,31,Private,101761,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,51,United-States,<=50K
+24456,69,Self-emp-not-inc,37745,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,8,United-States,<=50K
+71462,22,,424494,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+33298,29,Private,130438,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+62860,24,Private,100605,Some-college,10,Never-married,Machine-op-inspct,Own-child,Other,Male,0,0,14,United-States,<=50K
+10242,42,Private,220776,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,40,Poland,<=50K
+90380,30,Local-gov,154950,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+50330,28,Private,192283,Masters,14,Married-spouse-absent,Sales,Not-in-family,White,Female,0,0,80,United-States,>50K
+72182,27,Private,210765,Assoc-voc,11,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16156,53,Private,147476,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+1817,35,State-gov,193241,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1651,40,United-States,<=50K
+97774,22,Private,109053,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60593,25,Private,265618,HS-grad,9,Separated,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+58576,38,Local-gov,172855,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,1887,40,United-States,>50K
+9165,27,Private,68848,Bachelors,13,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+80340,30,Private,229051,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,37,United-States,<=50K
+51356,27,Private,106039,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+8870,25,Private,112835,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12168,36,,205396,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+49769,32,Private,283400,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+53344,70,Private,195739,10th,6,Widowed,Craft-repair,Unmarried,White,Male,0,0,45,United-States,<=50K
+3305,50,Private,36480,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+55024,40,Private,303291,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+66855,34,Private,293900,11th,7,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+37414,57,Self-emp-not-inc,165922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+3928,39,Private,65738,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+56665,49,Private,175070,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+95954,43,Private,339814,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+51545,26,Private,150132,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+35787,31,Private,377374,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,Japan,<=50K
+31674,60,Self-emp-not-inc,166153,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+2857,46,Private,110171,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+29716,26,Private,94477,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,55,United-States,>50K
+29688,27,Private,194243,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+23368,31,Private,106347,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+85011,59,Private,214865,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+1046,19,,185619,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+16724,18,Private,96445,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+7240,22,Private,102632,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+96467,24,Private,209034,Assoc-acdm,12,Married-civ-spouse,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+89008,53,State-gov,153486,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+4397,43,Private,144371,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,42,United-States,>50K
+97755,24,Private,186213,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+63900,60,Private,188236,10th,6,Widowed,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+19902,24,Private,418405,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+65466,52,Federal-gov,125796,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+41518,32,Private,183304,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,>50K
+95586,34,Private,329587,10th,6,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+92616,35,Local-gov,182570,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+9141,38,Private,446654,9th,5,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+59927,34,Self-emp-not-inc,254304,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,4508,0,90,United-States,<=50K
+49429,53,Local-gov,131258,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+9492,23,Private,103632,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17597,40,Private,241895,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+84379,40,Private,244945,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87218,50,Private,20795,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+64522,17,Private,347322,10th,6,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+97701,53,Local-gov,103995,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,1876,54,United-States,<=50K
+91093,32,Private,53206,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+91591,43,,387839,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+48310,18,Private,57108,11th,7,Never-married,Sales,Own-child,White,Male,0,0,16,United-States,<=50K
+71881,62,Private,177791,10th,6,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+37779,45,Private,33794,Masters,14,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+57123,46,Private,249935,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,<=50K
+51975,73,Self-emp-not-inc,241121,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+94295,64,Private,98586,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+67741,26,Private,181920,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+88670,23,Private,434467,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+57279,30,Private,113364,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Vietnam,<=50K
+71620,51,Private,249706,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+99895,35,Self-emp-not-inc,95455,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+9278,39,Private,209867,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,13550,0,45,United-States,>50K
+86457,35,Self-emp-inc,79586,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+18821,41,Private,289669,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+23470,31,Private,347166,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,4650,0,40,United-States,<=50K
+57430,40,Private,53835,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+73878,46,Local-gov,14878,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+26446,31,Private,266126,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+96445,41,Self-emp-inc,146659,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Honduras,<=50K
+75194,42,Private,125280,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3137,0,40,United-States,<=50K
+35279,23,Private,173535,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+7286,21,,77665,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+12511,49,Private,280525,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+80337,53,Private,479621,Assoc-voc,11,Divorced,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+68492,38,Local-gov,194630,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Female,4787,0,43,United-States,>50K
+14431,36,Private,247600,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,Taiwan,<=50K
+87891,32,Private,258406,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,72,Mexico,<=50K
+4805,20,Private,107746,11th,7,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,Guatemala,<=50K
+70354,17,,47407,11th,7,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+49143,22,Private,229987,Some-college,10,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Female,0,0,32,United-States,<=50K
+40001,25,Private,312338,Assoc-voc,11,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+79528,58,Private,225394,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,<=50K
+53096,24,Private,373718,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+55282,48,State-gov,120131,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,8614,0,40,United-States,>50K
+10692,20,Private,472789,1st-4th,2,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,El-Salvador,<=50K
+29791,60,Self-emp-not-inc,27886,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+13317,20,Private,138352,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+6703,52,Private,123011,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+89694,36,Private,306567,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,>50K
+40692,46,Local-gov,187749,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+9154,22,Private,260594,11th,7,Never-married,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+39238,19,Private,236879,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,35,United-States,<=50K
+25268,37,Private,186808,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+61290,30,Private,373213,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,>50K
+55094,44,Private,187629,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,United-States,<=50K
+84278,63,,106648,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+75354,22,Private,305781,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,Canada,<=50K
+15530,31,Self-emp-inc,256362,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3908,0,50,United-States,<=50K
+40684,17,Private,239947,11th,7,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+20356,21,Private,349041,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28306,67,Private,105252,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46800,46,Private,182715,7th-8th,4,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4661,29,Private,166210,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+76480,20,Private,113200,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,6,United-States,<=50K
+82088,27,Private,142075,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+55308,35,Private,454843,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79664,19,Private,142219,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+21599,36,Private,112512,12th,8,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+26639,43,Private,212894,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+48406,62,State-gov,265201,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+33412,28,Private,251905,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,2339,40,Canada,<=50K
+43297,18,Private,170627,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+19028,59,Private,354037,Prof-school,15,Married-civ-spouse,Transport-moving,Husband,Black,Male,15024,0,50,United-States,>50K
+85635,37,Private,259089,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35648,27,Private,21856,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57815,46,Local-gov,207946,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+70429,29,Private,77009,11th,7,Separated,Sales,Not-in-family,White,Female,0,2754,42,United-States,<=50K
+55122,33,Private,36539,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+55439,62,Private,176811,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13776,46,Private,456062,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,55,United-States,>50K
+8576,28,Private,277746,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+4754,22,Private,288132,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+47331,46,Federal-gov,344415,Masters,14,Married-civ-spouse,Armed-Forces,Husband,White,Male,0,1887,40,United-States,>50K
+95555,54,Self-emp-inc,206964,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+89751,34,Private,198091,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,United-States,<=50K
+89156,67,,150264,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,20,Canada,>50K
+71185,62,Private,588484,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,>50K
+7613,30,Private,113364,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Poland,<=50K
+75063,19,Private,270551,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+17025,49,,31478,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,99,United-States,<=50K
+46501,27,Private,190525,Assoc-voc,11,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+47931,36,Private,153066,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+23080,52,Private,150393,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+53744,47,Private,99911,12th,8,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+12229,57,Local-gov,343447,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16004,64,Private,169482,Some-college,10,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+16029,56,,32855,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43439,53,Private,194501,11th,7,Widowed,Other-service,Own-child,White,Female,0,0,47,United-States,<=50K
+14017,53,Private,177705,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+33843,31,Private,123983,Some-college,10,Separated,Sales,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+58868,41,Private,138975,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+24415,45,Local-gov,235431,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+65420,63,,83043,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2179,45,United-States,<=50K
+39458,45,State-gov,130206,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+85894,23,Private,210053,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+54074,39,Local-gov,249392,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,72,United-States,<=50K
+43020,31,Private,87418,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+98701,35,Self-emp-not-inc,190387,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+67280,54,Private,176240,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,60,United-States,>50K
+93510,22,,211013,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,Mexico,<=50K
+38092,40,Local-gov,105862,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,40,United-States,<=50K
+72682,55,Self-emp-not-inc,185195,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+61252,31,Private,173495,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87573,58,Self-emp-inc,78634,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+91027,31,Private,147284,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,99,United-States,>50K
+76995,46,Self-emp-not-inc,82572,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+77390,38,Private,154641,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25820,22,Local-gov,39236,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,594,0,25,United-States,<=50K
+15794,17,,64785,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+45557,48,Self-emp-not-inc,179337,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,England,<=50K
+69258,73,Private,173047,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+94368,25,Private,264012,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+78231,53,Federal-gov,227836,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49615,46,Private,321327,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,45,United-States,>50K
+28453,45,Self-emp-inc,108100,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,99999,0,25,,>50K
+97613,37,Private,146398,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+51998,30,Private,324120,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+48360,29,Private,367329,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+26087,29,State-gov,301582,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+27870,75,,222789,Bachelors,13,Widowed,,Not-in-family,White,Female,0,0,6,United-States,<=50K
+50515,58,Private,170108,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24811,42,Self-emp-not-inc,82297,7th-8th,4,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,50,United-States,<=50K
+16267,62,Local-gov,180162,9th,5,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,24,United-States,<=50K
+40336,45,Local-gov,348172,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,7298,0,40,United-States,>50K
+87867,38,Private,809585,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+40912,36,Self-emp-not-inc,67728,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+12288,70,,163057,HS-grad,9,Widowed,,Not-in-family,White,Female,2009,0,40,United-States,<=50K
+40889,42,Self-emp-not-inc,102069,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+55322,47,Local-gov,149700,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,35,United-States,>50K
+4774,42,Self-emp-not-inc,109273,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+56343,43,Private,393354,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,38,United-States,>50K
+22951,37,Private,226947,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+62711,36,State-gov,86805,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,7298,0,39,United-States,>50K
+54529,27,Private,493689,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Female,0,0,40,France,<=50K
+32793,54,Private,299324,5th-6th,3,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,0,0,40,Mexico,<=50K
+5252,48,Self-emp-not-inc,353012,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+69181,29,Private,174419,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+19585,29,Private,209472,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+29447,37,Private,295127,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,47,United-States,<=50K
+75513,55,Self-emp-inc,182273,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+21741,67,Private,228200,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,0,0,20,United-States,<=50K
+9925,51,Private,263836,HS-grad,9,Widowed,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+82378,35,Private,178948,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+37885,41,Private,43945,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+26934,64,Self-emp-not-inc,253296,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+79037,23,Private,240137,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,Mexico,<=50K
+13597,49,Private,24712,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Philippines,<=50K
+81656,38,Self-emp-not-inc,342635,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,<=50K
+13509,62,Private,115387,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Female,0,0,40,United-States,<=50K
+68695,62,Self-emp-not-inc,182998,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+44659,70,,133248,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,14,United-States,<=50K
+90189,45,Self-emp-not-inc,246891,Masters,14,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79802,20,Private,30035,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+57431,38,Private,175232,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+58963,50,Self-emp-inc,140516,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+30386,40,Private,64980,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,55,United-States,>50K
+18693,30,Private,155781,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+52268,52,Federal-gov,192065,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78523,28,Self-emp-not-inc,227890,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,>50K
+72261,62,Self-emp-not-inc,162249,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+14956,31,Private,165949,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+44474,40,Private,445382,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+56298,34,Private,211948,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,1590,40,United-States,<=50K
+6002,53,Private,163678,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+93613,42,Private,89413,12th,8,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+41483,26,Private,289700,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+70499,51,Private,163826,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+70948,49,Private,185385,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+72542,43,Private,169031,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+17092,42,Private,54611,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10705,31,Private,130620,11th,7,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+32998,26,Private,328663,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,40,United-States,<=50K
+35283,50,Private,169646,Bachelors,13,Separated,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+44051,35,Private,186815,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+21737,37,Private,103925,Some-college,10,Never-married,Tech-support,Other-relative,White,Female,0,0,40,United-States,<=50K
+66807,53,,150393,HS-grad,9,Never-married,,Not-in-family,White,Male,0,1504,35,United-States,<=50K
+87460,20,Private,82777,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,16,United-States,<=50K
+52539,31,Local-gov,178449,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+65253,28,Private,51672,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+73182,46,Private,380162,HS-grad,9,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,>50K
+82234,21,Private,212114,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,8,United-States,<=50K
+87132,41,Self-emp-not-inc,100800,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,70,United-States,>50K
+71058,30,Private,162572,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+56629,66,Self-emp-inc,179951,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+74653,37,Self-emp-inc,190759,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+55888,74,State-gov,236012,7th-8th,4,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,20,United-States,<=50K
+65467,46,State-gov,164023,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,70,United-States,>50K
+46479,51,Private,172046,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+22262,33,Private,182926,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+88705,30,Private,151001,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3464,0,40,Mexico,<=50K
+24936,47,Self-emp-inc,362835,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+82946,49,Private,97883,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+16705,53,Private,91911,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Female,0,0,48,United-States,<=50K
+3340,24,Private,278130,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41768,54,Private,146310,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+29995,32,Private,379412,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+10622,45,Private,37987,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+38487,46,Self-emp-inc,256909,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,3325,0,45,United-States,<=50K
+4178,37,State-gov,482927,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,65,United-States,<=50K
+76247,48,State-gov,44434,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,61,United-States,>50K
+10904,25,Private,255474,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19812,28,,303674,HS-grad,9,Married-civ-spouse,,Wife,White,Female,3103,0,20,United-States,<=50K
+97449,44,,195488,12th,8,Separated,,Not-in-family,White,Female,0,0,36,Puerto-Rico,<=50K
+41346,58,,114362,Some-college,10,Married-civ-spouse,,Husband,Black,Male,0,0,30,United-States,<=50K
+52875,27,Private,341504,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+19997,69,Private,197080,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Male,0,0,8,United-States,<=50K
+80446,38,Private,102945,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+41701,47,Private,503454,12th,8,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+36381,30,Self-emp-not-inc,87561,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+72149,46,Private,270693,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,3674,0,30,United-States,<=50K
+79028,27,Private,252813,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+25582,19,Private,574271,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+22330,18,Private,184016,HS-grad,9,Married-civ-spouse,Priv-house-serv,Not-in-family,White,Female,3103,0,40,United-States,<=50K
+95702,24,Private,235071,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+26769,32,Private,158242,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4997,38,Private,299810,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+87899,19,Private,277695,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,36,Hong,<=50K
+35974,28,Private,23324,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83871,39,Local-gov,316582,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+99675,38,Self-emp-not-inc,176657,Some-college,10,Separated,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+59397,42,Private,93770,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+27900,31,Private,124569,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+4706,46,Private,117313,9th,5,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Ireland,<=50K
+32318,53,Private,53812,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,54,United-States,<=50K
+79469,21,Private,170456,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+56497,48,Self-emp-not-inc,115971,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+77297,46,Private,31432,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,3103,0,52,United-States,>50K
+61574,30,Private,112383,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+97224,24,Private,283092,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,40,Jamaica,<=50K
+87106,32,Private,27207,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+92074,30,Private,46712,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75688,57,State-gov,19520,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+38686,56,Private,98630,7th-8th,4,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41565,27,Private,159897,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+18837,38,Private,136629,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Iran,<=50K
+45057,19,Private,407759,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+66731,61,Self-emp-not-inc,221884,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+32774,49,Private,148475,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+80753,28,Private,274964,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+72661,50,Self-emp-inc,160107,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+11834,43,Private,167265,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,84,United-States,>50K
+62025,34,Private,148226,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,48,United-States,<=50K
+69424,28,Private,153869,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70012,31,Private,208881,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52978,55,Private,256953,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,44,United-States,<=50K
+25046,26,Private,100147,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+35014,51,Local-gov,166461,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+69620,35,Private,171327,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15082,42,Private,297335,Assoc-acdm,12,Married-spouse-absent,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,31,Laos,<=50K
+48243,63,,133166,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,12,United-States,<=50K
+354,31,Private,169589,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+56531,22,Local-gov,273734,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+44321,67,Private,158301,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+53610,50,,257117,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+90536,63,Private,196725,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+79454,31,Private,137444,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+47747,17,Private,286960,11th,7,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+39138,41,Local-gov,201435,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+99377,53,Local-gov,216931,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,<=50K
+95995,44,Local-gov,212665,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,99,United-States,<=50K
+3132,24,Private,462820,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22853,35,Private,198841,Assoc-voc,11,Divorced,Tech-support,Own-child,White,Male,0,0,35,United-States,<=50K
+29450,61,Private,219886,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+80843,31,Private,163003,Assoc-acdm,12,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+9930,44,Private,112262,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,5178,0,40,United-States,>50K
+28059,56,Private,213105,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,>50K
+14962,66,Private,302072,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+34657,45,Private,338105,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+47128,69,Self-emp-not-inc,58213,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,45,United-States,>50K
+24545,64,Private,125684,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+30551,38,Private,215419,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,36,United-States,>50K
+11187,43,Local-gov,413760,Some-college,10,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+21512,37,Private,205339,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,49,United-States,<=50K
+18871,19,Private,236570,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+74806,59,Self-emp-not-inc,247552,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+39972,50,Federal-gov,184007,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+4407,33,Private,341187,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+46113,56,Private,220187,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+75668,28,Private,198258,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+6016,27,Private,175821,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,34,United-States,<=50K
+74862,42,Private,92288,Masters,14,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+11185,34,Private,261418,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+89554,19,Private,203319,11th,7,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+16037,68,Self-emp-not-inc,166083,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+6680,28,Private,109001,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+25392,81,,106765,Some-college,10,Widowed,,Unmarried,White,Female,0,0,4,United-States,<=50K
+78058,22,Self-emp-not-inc,197387,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+10421,58,Private,284834,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+32937,31,Private,87535,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,25,United-States,<=50K
+62741,17,Local-gov,175587,11th,7,Never-married,Protective-serv,Own-child,White,Male,0,0,30,United-States,<=50K
+84894,25,Private,242700,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,10520,0,50,United-States,>50K
+61122,23,Private,161478,Some-college,10,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,23,United-States,<=50K
+67897,25,Private,51498,12th,8,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+4637,47,Private,220124,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92099,39,Private,188503,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,>50K
+28890,44,Private,113324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23967,46,Private,208872,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+26757,38,Self-emp-not-inc,34180,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+16853,23,Private,292023,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+46168,34,Private,141118,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+79440,33,Private,348592,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+81905,38,Private,185203,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+75015,52,Self-emp-not-inc,165278,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+10924,50,Private,116933,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+5139,38,Private,237608,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,2444,45,United-States,>50K
+99930,35,Private,84787,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+71093,67,Self-emp-not-inc,217892,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,10605,0,35,United-States,>50K
+38885,60,Private,325971,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7688,0,40,United-States,>50K
+39588,44,Private,206878,HS-grad,9,Never-married,Sales,Other-relative,White,Female,0,0,15,United-States,<=50K
+61565,38,Self-emp-not-inc,127772,HS-grad,9,Divorced,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+90149,29,Private,208577,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+72142,65,Private,344152,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,5556,0,50,United-States,>50K
+37768,33,Private,40681,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16501,29,,95108,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11912,18,Private,280603,11th,7,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+50624,43,Private,188436,Prof-school,15,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50328,42,Private,134220,Assoc-voc,11,Divorced,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+36118,42,Private,177989,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+89797,32,Private,164190,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,United-States,<=50K
+87014,36,Private,90897,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71313,41,State-gov,33126,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+49773,30,Private,270886,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+77499,21,Private,216129,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+61775,33,Private,189368,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+93546,19,,141418,Some-college,10,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+44648,19,Private,306225,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+44883,35,Private,330664,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48049,43,Private,191765,HS-grad,9,Divorced,Tech-support,Unmarried,Black,Female,0,0,35,United-States,<=50K
+87017,45,Private,289353,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,24,United-States,<=50K
+3847,25,Private,53147,Bachelors,13,Never-married,Exec-managerial,Own-child,Black,Male,0,0,50,United-States,<=50K
+34844,39,Self-emp-not-inc,122353,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+26505,26,Private,188767,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+593,60,Private,239576,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,10,United-States,<=50K
+76767,52,Local-gov,155141,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+46687,22,Private,64520,12th,8,Never-married,Transport-moving,Unmarried,White,Male,0,0,30,United-States,<=50K
+57954,23,Private,478994,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+65837,46,Private,155654,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+87547,34,Self-emp-not-inc,124052,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+7642,39,Private,245053,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+66088,38,Private,183585,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63193,56,Self-emp-not-inc,323639,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+96268,55,Federal-gov,186791,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22365,40,Private,284303,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,40,United-States,>50K
+10630,23,Private,186666,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46216,39,Private,200153,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24273,24,Private,180931,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,30,United-States,<=50K
+55308,51,Self-emp-not-inc,183173,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+97654,47,Self-emp-inc,120131,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Cuba,>50K
+6381,25,Self-emp-not-inc,263300,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+42063,34,Private,226443,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+25631,18,Private,404868,11th,7,Never-married,Sales,Own-child,Black,Female,0,1602,20,United-States,<=50K
+10956,19,Private,208506,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,28,United-States,<=50K
+28655,32,Private,46746,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+15931,49,Private,246183,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+84358,40,,165309,7th-8th,4,Separated,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+32130,43,Private,122749,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+29359,71,Self-emp-inc,38822,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+26239,59,Private,167963,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+76699,32,Private,273241,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+67989,25,Private,120238,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89499,32,Private,167990,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Ireland,<=50K
+37891,17,Private,225507,11th,7,Never-married,Handlers-cleaners,Not-in-family,Black,Female,0,0,15,United-States,<=50K
+42874,57,Self-emp-inc,125000,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+85724,17,Self-emp-not-inc,174120,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+49486,27,Private,230959,Bachelors,13,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+81177,41,Local-gov,132125,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+38653,62,,68461,Doctorate,16,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+37374,19,Private,227178,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+49873,41,Private,165798,5th-6th,3,Divorced,Other-service,Unmarried,White,Female,0,0,40,Puerto-Rico,<=50K
+89528,39,Private,129573,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+19547,30,Private,224377,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+61004,37,Private,179481,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+3976,18,Private,434268,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+97181,40,Self-emp-not-inc,173716,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+34186,38,Self-emp-inc,244803,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1485,60,Cuba,>50K
+9510,24,Private,114230,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+14661,33,Private,188661,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+16405,48,Private,216093,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+7922,51,Private,124963,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+19447,48,Private,85341,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21775,43,Private,193490,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+81002,34,Private,80058,Prof-school,15,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+68643,41,Private,139907,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+47118,51,Self-emp-inc,54342,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,27828,0,60,United-States,>50K
+49494,25,Private,188767,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+37889,20,Private,117222,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+48668,61,Self-emp-inc,171831,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,2829,0,45,United-States,<=50K
+45001,35,Private,187119,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+17686,42,Local-gov,97277,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+67294,26,Local-gov,219760,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,16,United-States,<=50K
+24090,46,Private,63299,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+91701,39,State-gov,171482,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+15871,18,,344742,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+13555,29,Private,210869,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,80,United-States,<=50K
+82971,39,Private,38312,Some-college,10,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,United-States,>50K
+20242,47,Private,119939,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21146,40,Private,83953,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+83017,43,State-gov,101383,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+82264,32,Private,204374,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82030,31,Private,176831,10th,6,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+29261,19,,60688,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+27706,44,Federal-gov,251305,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+84670,46,Local-gov,200947,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+15344,53,Self-emp-not-inc,46704,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+20083,43,Private,119721,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+45078,41,State-gov,58930,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39708,35,Private,247750,HS-grad,9,Widowed,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+4286,48,Private,67725,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+92913,28,State-gov,200775,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+71669,44,Private,183542,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+7738,20,,25139,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+96805,51,Local-gov,123325,Prof-school,15,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13804,28,Private,269786,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+58488,36,Private,51089,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+20125,28,Private,136985,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+37462,21,Private,129350,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+35482,34,,35595,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+79921,36,Local-gov,61299,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7161,25,,192321,Assoc-acdm,12,Never-married,,Own-child,White,Female,0,0,80,United-States,<=50K
+26382,31,Private,257644,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+52257,44,Self-emp-not-inc,70884,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+79137,49,Local-gov,159726,11th,7,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+8621,40,Private,174395,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14167,64,Federal-gov,175534,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,China,>50K
+84210,54,Local-gov,173050,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+97516,27,Private,32519,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,55,South,<=50K
+83300,18,Private,322999,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+50492,68,Private,148874,9th,5,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,44,United-States,<=50K
+76602,64,Private,43738,Doctorate,16,Widowed,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,>50K
+51668,36,Private,195385,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+97138,21,Private,149809,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,24,United-States,<=50K
+84816,22,Private,51985,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+59608,61,Private,105384,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+6512,24,Private,137591,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,10,Greece,<=50K
+89517,49,State-gov,324791,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+15956,25,Private,184303,Some-college,10,Separated,Priv-house-serv,Other-relative,White,Female,0,0,30,El-Salvador,<=50K
+68066,66,,314347,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+39228,29,Private,274010,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+68711,22,Private,321031,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+78593,57,Federal-gov,313929,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+12059,41,Private,394669,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1741,40,United-States,<=50K
+37924,29,Private,152951,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+86779,20,Private,247115,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+59916,47,Private,175958,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+14999,22,Private,109039,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+80394,59,Self-emp-inc,141326,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+8979,42,State-gov,74334,Masters,14,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+70447,64,Self-emp-not-inc,47462,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+46197,29,Federal-gov,182344,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+61602,25,State-gov,295912,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+27189,62,Private,311495,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+13732,44,Private,236746,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,10520,0,45,United-States,>50K
+62155,21,Private,187643,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74850,60,Private,282923,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+85228,46,Private,501671,10th,6,Divorced,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+27143,44,Federal-gov,29591,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Male,0,2258,40,United-States,>50K
+22982,21,Private,301556,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+45251,18,Private,187240,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,18,United-States,<=50K
+36656,39,Private,219483,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,5013,0,32,United-States,<=50K
+53956,33,Private,594187,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+18992,63,Private,200474,1st-4th,2,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17337,52,Local-gov,152795,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,>50K
+89156,17,Private,230789,9th,5,Never-married,Sales,Own-child,Black,Male,0,0,22,United-States,<=50K
+58400,45,Self-emp-inc,311231,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,50,United-States,>50K
+99258,31,Private,114691,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+36713,35,Private,194591,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+89875,31,Private,114691,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+82997,51,State-gov,42017,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75753,48,Local-gov,383384,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+11430,28,Private,29444,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+47334,42,Federal-gov,53727,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,,<=50K
+90826,38,Private,277022,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,Columbia,<=50K
+63456,43,Local-gov,113324,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+15328,30,Private,342709,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+31485,24,Private,179203,12th,8,Never-married,Sales,Other-relative,White,Male,0,0,55,United-States,<=50K
+28080,46,Private,251474,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+90910,50,Private,93730,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+99910,22,Private,37894,HS-grad,9,Separated,Other-service,Other-relative,White,Male,0,0,35,United-States,<=50K
+20282,18,State-gov,272918,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,15,United-States,<=50K
+23656,53,Private,151411,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+40672,40,Private,210648,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+89455,36,Self-emp-not-inc,347491,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+87283,32,Private,255885,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,>50K
+67826,39,Private,356838,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,12,United-States,<=50K
+54450,46,Private,216164,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+12411,26,Local-gov,288781,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,<=50K
+83479,19,Private,439779,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+85257,24,Private,161638,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Ecuador,<=50K
+98435,28,Private,190525,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+33884,25,Local-gov,276249,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+6318,44,Private,147265,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+46447,38,Private,245090,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Nicaragua,<=50K
+54234,42,State-gov,219682,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+29172,28,Private,392100,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+63005,36,Private,358682,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Male,0,0,50,,<=50K
+86728,47,Private,262244,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,60,United-States,>50K
+26248,46,Private,171228,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3411,0,35,Guatemala,<=50K
+91430,21,Local-gov,218445,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+72238,19,,182609,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+70963,35,Private,509462,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+46222,26,Private,213258,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3748,21,Private,118401,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+71436,67,Self-emp-not-inc,45814,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+75421,54,Private,329733,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+70162,26,Private,29957,Masters,14,Never-married,Tech-support,Other-relative,White,Male,0,0,25,United-States,<=50K
+22432,51,Private,215854,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+84109,27,Private,327766,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+78413,27,Private,405765,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+67826,39,Private,80680,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+48679,32,Private,177792,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,>50K
+27435,52,Private,273514,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85352,21,Private,202373,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+62279,27,Local-gov,332785,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,38,United-States,<=50K
+20214,46,Private,149640,7th-8th,4,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+18517,42,Private,40151,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+21359,79,Self-emp-inc,183686,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,>50K
+8891,50,Federal-gov,32801,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,>50K
+92902,19,,195282,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,20,United-States,<=50K
+34550,43,Federal-gov,134026,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,2174,0,40,United-States,<=50K
+86723,51,Local-gov,96678,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+82597,45,Private,174533,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+77817,65,Private,180807,HS-grad,9,Separated,Protective-serv,Not-in-family,White,Male,991,0,20,United-States,<=50K
+67712,66,Private,186324,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,5,United-States,>50K
+94379,36,Self-emp-not-inc,257250,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+12034,26,Private,212800,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+62245,28,Private,55360,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+62273,39,Self-emp-not-inc,195253,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+93579,43,Private,45156,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+63131,20,Private,435469,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+14428,29,Private,231287,Some-college,10,Divorced,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+83001,32,Private,168854,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1848,50,United-States,>50K
+9546,44,Self-emp-not-inc,185057,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+19641,18,,91670,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+91867,60,Private,165517,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+65411,34,Private,73161,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+88896,60,Private,178792,HS-grad,9,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70106,38,Private,32897,11th,7,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+56827,29,Private,250967,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+84986,41,Private,41901,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+59182,49,Private,379779,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88939,37,Private,217838,5th-6th,3,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+19134,37,Self-emp-not-inc,137527,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,2559,60,United-States,>50K
+66030,43,Private,198965,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,United-States,>50K
+33579,41,Private,70645,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,4650,0,55,United-States,<=50K
+3031,37,Private,220644,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,,<=50K
+43183,19,Private,175081,9th,5,Never-married,Craft-repair,Other-relative,White,Male,0,0,60,United-States,<=50K
+49580,29,Private,180299,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+95458,40,Self-emp-not-inc,548664,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+31661,53,Private,278114,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+39247,27,Private,394927,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+45088,44,Self-emp-not-inc,127482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,England,>50K
+55955,29,Private,236938,Assoc-acdm,12,Divorced,Craft-repair,Unmarried,White,Female,0,0,38,United-States,<=50K
+80112,25,Private,232991,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+65740,38,Private,34378,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+16740,48,Self-emp-inc,81513,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+80022,18,Private,106780,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+83208,50,Private,178596,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,1408,50,United-States,<=50K
+13065,37,Private,329026,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+11078,48,Private,26490,Bachelors,13,Widowed,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+78405,50,Private,338033,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+7185,74,,169303,HS-grad,9,Married-civ-spouse,,Husband,White,Male,6767,0,6,United-States,<=50K
+93392,24,Private,21154,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+34023,34,Private,209449,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,>50K
+88464,19,Private,389143,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+51266,39,Private,101260,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+75640,40,Private,198270,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87937,30,Private,45781,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+71685,27,Private,134566,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77683,23,,283806,9th,5,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+86378,68,,286869,7th-8th,4,Widowed,,Not-in-family,White,Female,0,1668,40,,<=50K
+60085,46,Private,422813,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+59144,24,Local-gov,103277,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+96438,18,Private,201871,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+85583,50,Self-emp-not-inc,167728,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+20411,42,Private,211517,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+20441,42,Private,118212,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+51904,37,Private,259846,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,3471,0,40,United-States,<=50K
+93816,57,Private,98926,Some-college,10,Widowed,Tech-support,Not-in-family,White,Female,0,0,16,United-States,<=50K
+4621,27,Private,207352,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+50389,31,Private,206609,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+49101,34,Local-gov,104509,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+12208,55,Self-emp-not-inc,170350,HS-grad,9,Divorced,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+50034,56,Private,183884,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+89117,36,State-gov,110964,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1672,38,United-States,<=50K
+91274,35,State-gov,154410,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+93872,63,,257659,Masters,14,Never-married,,Not-in-family,White,Female,0,0,3,United-States,<=50K
+57089,28,Private,274679,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+35933,38,Private,252662,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87553,30,Self-emp-inc,356689,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+83117,18,Private,205218,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+3730,35,Private,241306,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+63395,53,Private,139127,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84784,46,Private,175625,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+78796,45,Private,206459,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+54150,35,Private,176123,10th,6,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,India,<=50K
+91709,41,Private,111483,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+58962,60,Self-emp-not-inc,106118,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+67446,18,Private,77845,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,1602,15,United-States,<=50K
+8865,19,Private,162094,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+88440,24,Private,216469,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1579,50,United-States,<=50K
+26800,56,Local-gov,381965,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+62791,28,Private,145284,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+14028,29,Private,242482,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+61899,35,Self-emp-not-inc,160192,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+62359,27,,280699,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+31682,55,Private,175942,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,55,,>50K
+49748,18,Private,156950,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+41491,53,Private,215572,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40693,26,Private,173593,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,20,Canada,<=50K
+76755,55,Private,193374,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+81925,45,Local-gov,334039,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+60028,28,Private,337664,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+4339,32,Private,113504,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+78223,27,Private,177072,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+74807,35,Private,174503,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25225,36,Private,214807,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,37,United-States,<=50K
+83977,41,Private,222596,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+18291,23,Private,100345,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+20428,22,Private,409230,12th,8,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+11783,36,Self-emp-not-inc,112497,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,25236,0,40,United-States,>50K
+36560,65,Self-emp-inc,115922,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+81987,59,,375049,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,41,United-States,>50K
+65257,25,Private,243560,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,Columbia,<=50K
+220,33,Local-gov,182971,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+25653,31,Private,127215,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+26079,50,State-gov,276241,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+29078,49,State-gov,175109,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+62713,43,Private,498079,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+18231,23,Federal-gov,344394,Some-college,10,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+61998,34,Private,99872,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,3103,0,40,India,>50K
+64161,23,Private,245302,Some-college,10,Divorced,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+99833,63,Private,43313,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4218,33,Private,188467,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13463,51,Self-emp-inc,351278,Bachelors,13,Divorced,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+16005,31,Private,182246,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+53739,32,Private,79870,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,White,Female,2597,0,40,Japan,<=50K
+89288,48,,353824,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,,>50K
+64685,31,Private,387116,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,36,Jamaica,<=50K
+18318,47,Private,34248,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+31838,54,State-gov,198741,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+31887,23,Private,32950,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16407,34,Private,381153,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+1872,46,Private,100067,11th,7,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,35,United-States,>50K
+48725,34,Private,208785,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+84439,31,Private,61559,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+33936,41,Private,176452,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,Peru,<=50K
+1883,41,,128700,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+62488,27,Self-emp-not-inc,328518,Assoc-voc,11,Never-married,Prof-specialty,Other-relative,White,Male,0,0,30,United-States,<=50K
+17101,30,,201196,11th,7,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+47897,23,Private,378546,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+69157,24,Local-gov,212210,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,,<=50K
+34093,59,Federal-gov,178660,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+18599,56,Private,235826,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+22878,35,Self-emp-not-inc,22641,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+51337,59,Private,316027,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,Cuba,<=50K
+55188,47,Private,431515,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79784,51,Self-emp-not-inc,149770,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,44,United-States,<=50K
+9464,42,Private,165916,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+90329,29,Federal-gov,107411,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+83743,23,Private,217961,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,45,Outlying-US(Guam-USVI-etc),<=50K
+10503,43,Self-emp-not-inc,350387,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+38586,46,Private,325372,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+16249,30,Private,156718,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76412,23,Private,216472,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+29159,29,State-gov,106972,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+26535,33,Private,131934,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+41458,33,Local-gov,365908,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,2105,0,40,United-States,<=50K
+59538,46,Local-gov,359193,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+20520,35,Private,261012,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+87263,36,Private,272944,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+28823,25,Private,113654,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,37,United-States,<=50K
+5887,35,Private,218955,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89400,30,Private,115963,7th-8th,4,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,42,United-States,<=50K
+97234,39,Private,80638,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,84,United-States,>50K
+25714,37,Private,147258,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+41566,22,Private,214635,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,42,United-States,<=50K
+39461,25,Private,200318,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+48249,50,Private,138270,HS-grad,9,Married-civ-spouse,Sales,Wife,Black,Female,0,0,40,United-States,<=50K
+35377,64,Federal-gov,388594,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,,>50K
+98322,33,Private,103435,Assoc-voc,11,Separated,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+72529,59,Self-emp-inc,133201,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Italy,<=50K
+14348,24,Private,175183,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76466,41,Private,99870,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+70552,38,,107479,9th,5,Never-married,,Own-child,White,Female,0,0,12,United-States,<=50K
+24932,60,Private,113440,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Male,0,0,60,United-States,<=50K
+62129,19,Private,85690,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,30,United-States,<=50K
+23310,23,Private,45713,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+11431,57,Self-emp-inc,376230,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,99999,0,40,United-States,>50K
+54133,36,Private,145576,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1977,40,Japan,>50K
+46997,17,,67808,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+20927,24,Private,113936,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+23020,32,Private,158291,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+5746,27,Private,193898,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+76011,43,Private,191982,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,55,United-States,<=50K
+99765,21,,72953,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+77890,54,Private,271160,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83082,22,Private,33087,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+1500,29,Private,106153,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+95068,22,Private,29444,12th,8,Never-married,Farming-fishing,Not-in-family,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+30677,37,Private,105021,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+750,38,Self-emp-not-inc,239045,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+44590,34,Private,94413,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+7065,45,Private,20534,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,84,United-States,>50K
+56492,28,Private,350254,1st-4th,2,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+1687,68,Private,194746,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+57254,36,Private,269042,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+1474,20,Private,447488,9th,5,Never-married,Other-service,Unmarried,White,Male,0,0,30,Mexico,<=50K
+34111,24,Private,267706,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,45,United-States,<=50K
+31570,38,Private,198216,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+81123,32,Private,227931,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46505,34,Private,252646,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,50,United-States,>50K
+67528,47,Private,223342,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,2174,0,40,England,<=50K
+71481,28,Private,181776,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+37247,32,Private,132601,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+85124,58,Private,205410,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+80977,64,Self-emp-inc,185912,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+64821,38,Private,292570,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,50,United-States,<=50K
+96734,43,Private,76460,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2875,28,Private,295163,12th,8,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16125,21,Private,27255,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,,<=50K
+72947,23,Private,69847,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+23824,25,Private,104993,9th,5,Never-married,Handlers-cleaners,Own-child,Black,Male,2907,0,40,United-States,<=50K
+191,41,Private,322980,HS-grad,9,Separated,Adm-clerical,Not-in-family,Black,Male,2354,0,40,United-States,<=50K
+35593,24,,390608,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,36,United-States,<=50K
+60452,41,Private,317539,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+44144,27,Private,195678,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+24393,54,Private,466502,7th-8th,4,Widowed,Other-service,Unmarried,White,Male,0,0,30,United-States,<=50K
+53792,28,Local-gov,220754,HS-grad,9,Separated,Transport-moving,Own-child,White,Female,0,0,25,United-States,<=50K
+80993,29,Private,202878,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2042,40,United-States,<=50K
+9279,36,Private,343476,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+78241,41,Self-emp-inc,93227,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,1977,60,Taiwan,>50K
+66207,60,Self-emp-not-inc,38622,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+40038,34,State-gov,173730,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+3864,32,Private,178623,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,,<=50K
+19315,27,Private,300783,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,42,United-States,>50K
+29460,60,Private,224644,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+74772,39,Private,191502,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+7593,59,Private,61885,12th,8,Divorced,Transport-moving,Other-relative,Black,Male,0,0,35,United-States,<=50K
+54692,34,Self-emp-not-inc,213887,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,32,Canada,>50K
+41198,36,Private,331395,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+51486,54,Private,145098,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+16510,48,Private,123075,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+91435,19,Private,216804,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,0,33,United-States,<=50K
+88918,40,Private,188291,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+4492,25,Private,33610,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+74519,39,Private,234901,Assoc-acdm,12,Separated,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+94687,34,Self-emp-not-inc,349148,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15717,30,Private,168443,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+95746,43,Private,211860,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,24,United-States,<=50K
+3188,35,Private,193961,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+31539,36,Local-gov,52532,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,50,United-States,>50K
+84762,59,Self-emp-not-inc,75804,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,>50K
+61301,33,Self-emp-not-inc,176185,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57192,22,Private,306779,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+60485,48,Private,265192,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+17720,54,Private,139347,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85953,49,Private,107682,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+91906,37,Private,34173,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60806,45,Private,128378,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+5814,51,Self-emp-inc,195638,Some-college,10,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25117,46,Private,59287,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+33410,31,Self-emp-not-inc,162442,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+45448,29,,350603,10th,6,Never-married,,Own-child,White,Female,0,0,38,United-States,<=50K
+44002,39,Private,344743,Some-college,10,Married-civ-spouse,Adm-clerical,Own-child,Black,Female,0,0,50,United-States,>50K
+24980,35,Private,112077,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,5013,0,40,United-States,<=50K
+12267,26,Private,176795,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,>50K
+33922,51,Private,137815,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+36318,31,Private,309620,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,6,South,<=50K
+52012,39,Private,336880,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+30126,26,Private,206600,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,30,Mexico,<=50K
+56572,25,Private,193051,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,35,United-States,<=50K
+17816,61,Federal-gov,229062,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1887,40,United-States,>50K
+83441,49,Private,62793,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+37187,53,Private,264939,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,Mexico,<=50K
+83128,52,Private,370552,Preschool,1,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,El-Salvador,<=50K
+28382,52,Private,163678,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+57609,74,,89667,Bachelors,13,Widowed,,Not-in-family,Other,Female,0,0,35,United-States,<=50K
+10506,50,Private,558490,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+60547,29,Private,124680,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,13550,0,35,United-States,>50K
+19737,76,Private,208843,7th-8th,4,Widowed,Protective-serv,Not-in-family,White,Male,0,0,30,United-States,<=50K
+94124,19,Private,95078,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+76748,25,Private,169679,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+54340,45,Private,101320,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+19441,34,Private,168906,Assoc-acdm,12,Divorced,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+84450,20,Private,212582,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+47256,66,,170617,Masters,14,Widowed,,Not-in-family,White,Male,0,0,6,United-States,<=50K
+44070,63,,170529,Bachelors,13,Married-civ-spouse,,Wife,Black,Female,0,0,45,United-States,<=50K
+85599,27,Private,99897,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+51002,41,Private,104892,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,2829,0,40,United-States,<=50K
+98882,43,Private,175224,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,Nicaragua,<=50K
+2848,23,Private,149704,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+18939,37,Federal-gov,214542,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+19307,31,Private,167319,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+49773,33,State-gov,43716,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,United-States,<=50K
+54299,28,Private,191935,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+25960,70,,158642,HS-grad,9,Widowed,,Not-in-family,White,Female,2993,0,20,United-States,<=50K
+73083,35,Private,338611,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+41061,41,Private,136419,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,75,United-States,>50K
+54495,17,Private,72321,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,12,United-States,<=50K
+94680,41,Local-gov,189956,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+38095,44,Private,403782,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+23471,47,Private,456661,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+93720,24,Private,279041,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+14107,38,Self-emp-not-inc,65716,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+78574,34,Private,189809,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,52,Jamaica,<=50K
+53951,62,Local-gov,223637,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+98608,27,Local-gov,199343,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+44689,59,Private,139344,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+89383,35,Private,119098,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+68184,38,Private,195025,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+24201,28,Private,186720,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,50,United-States,<=50K
+49455,28,Private,328923,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,38,United-States,<=50K
+70545,59,State-gov,159472,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+50760,42,Private,138662,Some-college,10,Separated,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+13879,54,Local-gov,286342,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,>50K
+37405,39,Private,181705,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+21523,41,Private,193882,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+75995,43,Private,216497,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,Germany,<=50K
+47311,32,Self-emp-inc,124919,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,50,Iran,>50K
+34051,62,Private,109463,Some-college,10,Separated,Sales,Unmarried,White,Female,0,1617,33,United-States,<=50K
+54757,58,Private,256274,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39647,43,Private,326379,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57460,67,,174995,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,2457,40,United-States,<=50K
+3848,31,Private,243142,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+97248,51,Local-gov,155118,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,70,United-States,>50K
+61483,54,Private,189607,Bachelors,13,Never-married,Other-service,Own-child,Black,Female,0,0,36,United-States,<=50K
+67682,20,Private,39478,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,70,United-States,<=50K
+36933,35,Private,206951,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+87069,22,Private,127647,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,36,United-States,<=50K
+48288,38,Private,234298,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,6849,0,60,United-States,<=50K
+51463,42,Private,182302,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+44104,44,State-gov,166597,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+91862,28,Self-emp-not-inc,33363,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+61892,74,Self-emp-inc,167537,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+76619,34,Private,179378,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,<=50K
+67843,50,State-gov,297551,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,52,United-States,<=50K
+26527,50,Private,198362,Assoc-voc,11,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+48398,43,Private,240504,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+51089,29,Self-emp-not-inc,169662,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79994,30,,164940,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,25,United-States,<=50K
+44937,61,Private,210488,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+93141,21,Private,154835,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+43534,27,Private,333296,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,30,,<=50K
+58172,47,Private,192793,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+10008,39,Private,49436,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,1380,40,United-States,<=50K
+97845,33,Private,136331,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62127,22,Private,509048,HS-grad,9,Never-married,Sales,Other-relative,Black,Female,0,0,37,United-States,<=50K
+3685,38,Private,318610,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+14069,45,Private,104521,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+44410,42,Private,247695,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+919,35,Private,219546,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,Germany,<=50K
+84828,21,Private,169699,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21673,49,State-gov,131302,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,44,United-States,<=50K
+42607,50,Private,171852,Bachelors,13,Separated,Prof-specialty,Own-child,Other,Female,0,0,40,United-States,<=50K
+82599,36,State-gov,340091,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,>50K
+35400,20,Private,204641,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+77189,49,Private,213431,HS-grad,9,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+45409,40,State-gov,377018,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+95564,22,Private,184543,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+11122,60,,188236,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46909,67,Private,233022,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+49686,21,Private,177420,Some-college,10,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+57010,60,Self-emp-not-inc,21101,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+47806,17,Private,52486,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+3832,43,Private,183273,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,32,United-States,>50K
+9783,49,State-gov,36177,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+12535,41,Private,124956,Bachelors,13,Separated,Prof-specialty,Not-in-family,Black,Female,99999,0,60,United-States,>50K
+39221,38,Private,102350,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+82355,38,Private,165930,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53789,35,Private,297574,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,>50K
+5057,40,Private,120277,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7289,23,,87569,Some-college,10,Separated,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86723,19,,278220,Some-college,10,Never-married,,Own-child,White,Female,0,1602,40,United-States,<=50K
+68404,40,Private,155972,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+45678,46,State-gov,162852,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+48528,25,Private,64860,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,22,United-States,<=50K
+50788,36,Private,226013,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,5178,0,40,United-States,>50K
+24625,24,Private,322674,Assoc-acdm,12,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+10237,62,Private,202242,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+79174,54,Private,175262,Preschool,1,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+42722,23,Private,201682,Bachelors,13,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+14036,60,Private,166330,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+30690,18,Self-emp-inc,147612,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Female,0,0,8,United-States,<=50K
+47756,41,Local-gov,213154,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+92132,45,Local-gov,33798,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42331,62,State-gov,199198,Assoc-voc,11,Widowed,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+85713,28,Private,90915,Bachelors,13,Married-spouse-absent,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+72803,36,Self-emp-inc,337778,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Yugoslavia,>50K
+49969,31,Private,187203,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+69500,44,Private,261497,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,,<=50K
+92725,33,Self-emp-not-inc,361817,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+98214,62,Self-emp-not-inc,226546,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,16,United-States,<=50K
+50793,27,Private,100168,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+84708,42,Federal-gov,272625,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,>50K
+33633,55,Private,254516,9th,5,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,37,United-States,<=50K
+55013,41,Private,207375,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+45614,26,Private,39092,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,4064,0,50,United-States,<=50K
+88037,45,Private,48271,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+40942,67,Self-emp-not-inc,152102,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+34441,25,Private,234665,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+95460,30,Self-emp-inc,127651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,48,United-States,>50K
+29830,22,Private,180060,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+44541,19,Private,32477,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+11900,26,Private,137658,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+18935,61,Private,228287,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+12177,32,Private,159442,Prof-school,15,Never-married,Sales,Not-in-family,White,Female,13550,0,50,United-States,>50K
+11941,43,Private,33310,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70473,53,Private,270546,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,20,United-States,<=50K
+97238,53,Federal-gov,290290,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+83841,42,Self-emp-inc,287037,12th,8,Divorced,Craft-repair,Not-in-family,White,Male,0,0,10,United-States,<=50K
+88820,36,Private,128516,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+58082,55,Self-emp-not-inc,185195,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,<=50K
+91765,35,Federal-gov,49657,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+37695,17,Private,98005,11th,7,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+85516,55,Self-emp-not-inc,283635,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+55294,36,Private,98360,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+43297,40,Local-gov,202872,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+81470,54,Self-emp-not-inc,118365,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,10,United-States,<=50K
+20786,45,Self-emp-not-inc,184285,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+89966,48,Private,345831,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+56046,40,Local-gov,99679,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,>50K
+69816,31,Private,253354,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+43796,26,Private,190650,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+82787,34,Private,287737,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1485,40,United-States,>50K
+78133,19,Private,204389,HS-grad,9,Never-married,Adm-clerical,Own-child,Other,Female,0,0,25,Puerto-Rico,<=50K
+35453,31,Federal-gov,294870,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64814,34,Private,159442,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+53858,55,Local-gov,161662,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+7404,38,Private,52738,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88982,21,Private,252024,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,20,Mexico,<=50K
+74256,27,Private,189702,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88389,35,Private,407913,HS-grad,9,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+61123,20,Private,166527,Some-college,10,Never-married,Adm-clerical,Own-child,Other,Female,0,0,20,United-States,<=50K
+94913,24,Self-emp-not-inc,34918,Assoc-voc,11,Never-married,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+14007,27,Private,142712,Masters,14,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,,<=50K
+918,18,Federal-gov,201686,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,4,United-States,<=50K
+74950,28,Local-gov,179759,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+93066,36,Private,94954,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35694,66,Private,350498,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1258,20,United-States,<=50K
+16381,19,Private,201743,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+48459,59,Self-emp-not-inc,119344,10th,6,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,36,United-States,<=50K
+43579,33,Private,149726,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,46,United-States,<=50K
+970,28,Private,419146,7th-8th,4,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+22229,34,Private,174789,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+86212,41,Private,171234,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+35630,30,Private,206325,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+33607,59,Private,202682,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+1237,42,Private,121055,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+66545,47,Private,160187,HS-grad,9,Separated,Prof-specialty,Other-relative,Black,Female,14084,0,38,United-States,>50K
+38804,29,Private,84366,10th,6,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+75066,60,Private,139391,Some-college,10,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,>50K
+20983,53,Local-gov,124094,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,35,United-States,<=50K
+4126,41,Private,30759,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+74964,32,Private,137875,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+15749,73,,139049,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,22,United-States,>50K
+86127,20,Private,238384,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+624,49,Private,340755,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+13906,36,Local-gov,224947,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+14713,33,State-gov,111994,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+16130,25,Private,125491,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,34,United-States,<=50K
+71299,34,,310525,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,10,United-States,<=50K
+82927,19,,71592,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+3058,40,Local-gov,99185,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+57826,48,Private,249935,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+63369,51,Private,206775,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+1825,22,Private,230704,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,20,Jamaica,<=50K
+28537,34,Private,242361,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,50,United-States,<=50K
+82480,22,Private,134746,10th,6,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+73281,34,Self-emp-inc,198613,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2002,40,United-States,<=50K
+48970,56,Private,174040,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91022,49,Private,165953,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1902,40,United-States,<=50K
+50468,36,Private,273604,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96988,18,Private,192409,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+55223,26,Self-emp-not-inc,102476,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+28305,48,Private,234504,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+54410,35,Self-emp-not-inc,468713,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+69276,29,Private,84560,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+9339,47,Private,148995,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+28549,21,Private,34816,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,12,United-States,<=50K
+60266,28,Private,211184,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+85334,53,Private,33304,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+60523,65,Federal-gov,179985,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94287,26,Private,219815,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+91682,50,Private,134766,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+2009,26,Private,106548,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+26116,70,Private,89787,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+97812,55,Private,164857,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+18664,27,Federal-gov,257124,Bachelors,13,Never-married,Transport-moving,Other-relative,White,Male,0,0,35,United-States,<=50K
+55198,31,Private,227446,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Cuba,>50K
+93809,43,Private,125461,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,55,United-States,>50K
+90893,24,Private,189749,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64405,22,Private,176321,7th-8th,4,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+48989,26,Private,284250,HS-grad,9,Never-married,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+49426,23,Private,101885,10th,6,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68338,41,Self-emp-not-inc,134130,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+30075,52,Private,260938,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+74041,41,Self-emp-not-inc,238184,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+1102,59,Self-emp-not-inc,148626,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+42445,56,Self-emp-not-inc,48102,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1977,50,United-States,>50K
+69890,58,Private,234213,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,14344,0,48,United-States,>50K
+80751,65,Private,113323,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53180,24,Local-gov,34246,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+34768,51,Private,175070,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,5178,0,45,United-States,>50K
+64419,31,Private,279680,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+77179,84,Private,188328,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,16,United-States,<=50K
+19290,51,Private,96609,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81431,24,Local-gov,84257,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75352,30,Private,275632,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+69030,22,Private,385540,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+17682,30,Private,196342,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Ireland,<=50K
+78014,47,Private,97176,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+35916,19,Private,197714,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+20050,43,Self-emp-not-inc,147099,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,36,United-States,<=50K
+78833,30,Private,186346,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+43086,46,Private,73434,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+78569,49,Local-gov,275074,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+3783,37,Private,209214,5th-6th,3,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Mexico,<=50K
+1677,42,Private,210525,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97153,57,Private,372020,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5013,0,50,United-States,<=50K
+96828,46,Private,176684,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6748,23,Private,210474,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+85331,26,Private,293690,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,58,United-States,>50K
+82813,64,Private,149775,Masters,14,Never-married,Prof-specialty,Other-relative,White,Female,0,0,8,United-States,<=50K
+44552,20,Private,323009,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,Germany,<=50K
+28306,31,Private,126950,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+52851,38,Private,172538,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+45958,44,Private,115411,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+90600,42,Self-emp-not-inc,101709,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,2885,0,40,United-States,<=50K
+48482,23,Private,265356,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+85502,31,Local-gov,192565,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,90,United-States,>50K
+66212,35,Self-emp-not-inc,348771,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+53772,30,Self-emp-not-inc,148959,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+58492,35,Private,126569,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+84983,40,Private,105936,HS-grad,9,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+40610,18,Private,188076,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+75494,23,Private,184400,10th,6,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,30,,<=50K
+91085,63,Private,124242,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+24706,20,State-gov,200819,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+12899,50,Local-gov,100480,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+67146,49,Private,129513,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+51595,53,Self-emp-not-inc,297796,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+84860,34,Private,195488,HS-grad,9,Separated,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+91296,54,Private,153486,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,56,United-States,>50K
+64371,40,Private,126845,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+68709,22,Private,206974,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76363,28,Private,412149,10th,6,Never-married,Farming-fishing,Other-relative,White,Male,0,0,35,Mexico,<=50K
+75068,24,Private,653574,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+77921,37,Private,70562,1st-4th,2,Never-married,Other-service,Unmarried,White,Female,0,0,48,El-Salvador,<=50K
+54224,62,Private,197514,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,16,United-States,<=50K
+40452,19,,309284,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86291,51,Private,334679,Assoc-voc,11,Widowed,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+43478,65,Private,105116,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,2346,0,40,United-States,<=50K
+99467,31,Private,151484,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,8,United-States,<=50K
+78091,42,Self-emp-inc,78765,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,90,United-States,>50K
+14924,42,Private,98427,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,35,United-States,<=50K
+53851,54,Private,230767,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,<=50K
+65111,23,Private,117606,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,60,United-States,<=50K
+93666,28,Private,68642,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,46,United-States,<=50K
+32762,42,Private,341638,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68534,30,Private,65920,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+31925,33,Federal-gov,188246,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62925,33,Private,198727,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44271,39,Private,160728,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,2977,0,40,United-States,<=50K
+72377,27,Private,706026,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+39032,20,,348148,11th,7,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+57864,62,Private,77884,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+7021,17,Private,160758,10th,6,Never-married,Sales,Other-relative,White,Male,0,0,30,United-States,<=50K
+66303,58,Private,201112,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,55,United-States,>50K
+32526,69,Self-emp-inc,107850,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,6514,0,40,United-States,>50K
+97889,34,Private,230246,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+45883,34,Private,203034,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,2824,50,United-States,>50K
+12001,20,Private,373935,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+36491,64,Federal-gov,341695,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+86728,27,Private,119793,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,,<=50K
+528,41,Private,178002,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+13006,40,Private,233130,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+48100,53,Local-gov,192982,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,>50K
+29048,44,Private,33155,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+19917,37,Private,187346,5th-6th,3,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,Mexico,<=50K
+79426,46,Private,78529,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+21072,17,Private,101626,9th,5,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+85386,35,Private,117567,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23792,36,Local-gov,110791,Assoc-acdm,12,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+77632,49,State-gov,207120,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+12532,48,Private,43206,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+89024,26,Private,120238,Bachelors,13,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+20348,26,Private,189219,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+11753,35,State-gov,190895,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+19538,29,Private,83517,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11145,54,Private,35557,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+55651,36,Local-gov,59313,Some-college,10,Separated,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+91770,25,Private,202033,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+30147,18,Local-gov,55658,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+98100,21,Private,118186,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+39186,22,Private,279901,HS-grad,9,Married-civ-spouse,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+61417,52,Private,110954,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,El-Salvador,>50K
+34489,36,Self-emp-not-inc,90159,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+87531,25,Private,122489,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,1726,60,United-States,<=50K
+51981,49,Self-emp-not-inc,43348,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,99999,0,70,United-States,>50K
+3127,42,Private,34278,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+76523,37,Private,37778,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,54,United-States,<=50K
+47004,39,Private,160623,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+91085,32,Private,342458,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84,53,Private,64322,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+13312,30,Private,373914,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+57348,51,Private,205884,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+49058,62,Local-gov,208266,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+66372,38,Private,222450,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+66622,23,Private,348420,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+31041,39,Private,136081,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2051,40,United-States,<=50K
+74614,37,Federal-gov,197284,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+56943,27,,204773,Assoc-acdm,12,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+4903,41,Private,206066,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+14399,47,Self-emp-not-inc,61885,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+30257,25,Private,299908,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+88779,35,Private,46028,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+36775,47,Private,239865,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,45,United-States,>50K
+67254,30,Private,154587,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+12683,29,Private,244473,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,2051,40,United-States,<=50K
+37868,36,Private,32334,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+44883,42,Private,319588,Bachelors,13,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+87030,51,Private,226735,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+79843,34,Private,226443,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+65782,44,Self-emp-inc,359259,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,Portugal,<=50K
+58888,27,Private,36851,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,41,United-States,<=50K
+83156,39,Private,393480,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+30379,46,Private,33109,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+68765,32,Self-emp-not-inc,188246,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,1590,62,United-States,<=50K
+54340,31,Private,231569,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+92848,23,Private,353010,11th,7,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+32538,47,Private,102628,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+97214,66,Private,262285,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,99,United-States,<=50K
+79515,26,Private,160300,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+44456,52,Private,156953,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+93946,53,Self-emp-inc,136823,11th,7,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+43059,48,Self-emp-not-inc,160724,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,<=50K
+40816,37,Self-emp-inc,86459,Assoc-acdm,12,Separated,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+84193,17,Private,238628,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,5,United-States,<=50K
+64812,50,Private,339954,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+58174,28,,222005,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,40,Mexico,<=50K
+47410,17,Federal-gov,99893,11th,7,Never-married,Adm-clerical,Not-in-family,Black,Female,0,1602,40,United-States,<=50K
+59228,39,Private,214117,Some-college,10,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+18763,28,Federal-gov,298661,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+64933,38,Private,179488,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40493,53,Private,48343,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,40,United-States,>50K
+4273,28,Local-gov,100270,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96724,42,Private,227065,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,32,United-States,>50K
+80185,40,Private,126701,9th,5,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+20279,20,Private,209131,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+76038,32,State-gov,400132,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+20144,23,State-gov,278155,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+38882,25,Private,139012,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,2174,0,40,Vietnam,<=50K
+57113,41,Private,178431,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+32153,42,Private,511068,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+9014,18,Private,199039,12th,8,Never-married,Sales,Own-child,White,Male,594,0,14,United-States,<=50K
+81016,29,Local-gov,190525,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,60,Germany,>50K
+14525,36,Private,115700,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+76035,34,Private,167832,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+91909,34,Private,218164,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,44,United-States,<=50K
+12954,48,State-gov,171926,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+48425,36,Self-emp-inc,242080,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,>50K
+80375,67,Federal-gov,223257,HS-grad,9,Widowed,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+8711,53,Private,386773,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+89241,53,Self-emp-not-inc,105478,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,40,United-States,>50K
+75580,45,Private,140644,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+93604,22,Private,205970,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+42102,25,Private,216583,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,<=50K
+45860,61,Private,162432,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49029,31,Local-gov,83671,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+42152,47,Self-emp-inc,205100,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,Germany,<=50K
+50981,31,Private,195750,1st-4th,2,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+62930,17,Private,220562,9th,5,Never-married,Sales,Other-relative,Other,Female,0,0,32,Mexico,<=50K
+48313,38,Self-emp-inc,312232,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+74482,23,Private,386337,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,,<=50K
+26138,42,Private,86185,Some-college,10,Widowed,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+93563,78,Private,105586,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,36,United-States,<=50K
+48029,54,Private,103345,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+62716,26,Local-gov,150553,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,50,United-States,<=50K
+7050,30,Private,26009,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+16887,46,Private,149388,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+66153,26,Private,151626,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+14071,30,Private,169583,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+34417,66,Local-gov,174486,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,20051,0,35,Jamaica,>50K
+54918,23,Private,160951,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,2597,0,40,United-States,<=50K
+9212,25,Private,213383,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+78916,32,Self-emp-inc,103078,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+24034,25,Local-gov,109526,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+40339,51,Private,142835,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+4691,24,State-gov,43475,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+5550,22,Private,190916,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+75249,28,Private,175987,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64214,29,Local-gov,214385,11th,7,Divorced,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+93356,26,Private,192652,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+55115,41,Federal-gov,207685,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+19241,19,Private,143857,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+1502,39,Private,163392,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,26,,<=50K
+5538,51,Private,310774,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+99401,29,,427965,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+99461,27,Private,279608,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+60194,33,Private,312881,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+96088,19,Private,175083,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+64236,67,,132057,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,20,United-States,<=50K
+26420,41,Private,32878,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+60697,29,Federal-gov,360527,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+83100,28,Private,99478,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+46498,25,Private,113035,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+8369,21,Federal-gov,99199,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,36,United-States,<=50K
+52186,24,Local-gov,452640,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,14344,0,50,United-States,>50K
+88513,48,Private,236858,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,31,United-States,<=50K
+71459,46,Self-emp-inc,201865,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+75760,35,Private,268661,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+80893,35,Federal-gov,475324,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47543,50,Private,117295,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23888,22,Private,65704,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,,<=50K
+42833,45,Private,192835,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+3770,62,Local-gov,76720,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+54507,39,Local-gov,180686,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+65111,33,Local-gov,133876,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+45152,22,Private,123727,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63662,50,Private,129956,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+43657,25,Private,96268,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+40059,44,Private,317320,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+72215,26,Private,86872,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+49801,31,State-gov,100863,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,>50K
+77510,56,Private,164332,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,15,United-States,<=50K
+70114,49,Self-emp-not-inc,122584,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+41276,49,Private,34377,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+57790,46,Private,162030,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+58248,33,Private,199170,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+13587,25,Private,470203,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+30176,40,Private,266803,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+30815,72,,188009,7th-8th,4,Divorced,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+47705,32,State-gov,513416,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,10,United-States,<=50K
+10611,44,Private,98211,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+3502,48,Private,196107,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+64241,17,Private,108273,10th,6,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+38757,50,Private,213290,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,36,United-States,>50K
+18763,61,Private,96660,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,15024,0,34,United-States,>50K
+37073,22,Local-gov,412316,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+70810,17,Private,120068,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,17,United-States,<=50K
+65624,49,Self-emp-inc,101722,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+7469,26,Private,120268,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+55697,19,State-gov,144429,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+37233,17,Private,271122,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+86291,38,Private,255621,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+49448,34,Local-gov,90934,Assoc-voc,11,Divorced,Protective-serv,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+45139,51,Private,162745,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+23089,48,Private,128460,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+95607,63,Private,30813,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+17142,19,Private,164585,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+37486,73,Private,148003,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,20051,0,36,United-States,>50K
+88907,51,Private,215647,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,43,United-States,<=50K
+74265,38,Private,300975,Masters,14,Married-civ-spouse,Other-service,Husband,Black,Male,0,1485,40,,<=50K
+78741,54,Private,421561,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+98960,41,Private,149909,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+1779,65,,240857,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2377,40,United-States,>50K
+24340,36,Self-emp-not-inc,138940,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,United-States,>50K
+59665,42,Private,66755,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+45893,38,Private,103323,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+13676,20,,117222,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+15275,37,State-gov,29145,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+69315,35,State-gov,184659,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+34625,51,Self-emp-not-inc,20795,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69754,23,Private,311376,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+52573,27,State-gov,122660,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+31516,19,,137578,Some-college,10,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+73634,37,Private,193689,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,>50K
+32697,29,Private,144556,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+40762,33,Private,228696,1st-4th,2,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,0,2603,32,Mexico,<=50K
+72063,60,Private,184183,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+64976,22,Private,243178,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+38909,22,,236330,Some-college,10,Never-married,,Own-child,Black,Male,0,1721,20,United-States,<=50K
+93675,60,State-gov,190682,Assoc-voc,11,Widowed,Other-service,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+5286,35,Private,233786,11th,7,Separated,Other-service,Unmarried,White,Male,0,0,20,United-States,<=50K
+64577,45,Private,102202,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18267,30,Private,95299,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,>50K
+53681,43,Self-emp-inc,240504,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+9552,32,State-gov,169973,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+46982,35,Private,144937,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+22599,32,Private,211751,Assoc-voc,11,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+81874,61,Private,84587,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+8324,40,State-gov,150874,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,1506,0,40,United-States,<=50K
+99606,20,,187332,10th,6,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+21970,42,Self-emp-inc,188615,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+85140,21,Private,119704,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+28982,21,Private,275190,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+25017,26,Private,417941,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64855,36,State-gov,196348,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+16986,24,Private,221955,Bachelors,13,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+53488,47,Private,173938,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,57,United-States,>50K
+14265,51,Private,123429,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Male,0,0,30,United-States,<=50K
+69632,65,,143732,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+18105,61,Private,203126,Bachelors,13,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,12,,<=50K
+38379,67,Private,174693,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,25,Nicaragua,<=50K
+95599,49,Private,357540,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+15605,63,,29859,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,1485,40,United-States,>50K
+78686,58,Private,314092,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,48,United-States,>50K
+11563,61,Private,280088,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+99097,36,Private,257380,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,35,United-States,<=50K
+82320,19,Private,165306,Some-college,10,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+653,29,Self-emp-not-inc,109001,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+74749,43,Private,266439,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+48450,60,Self-emp-not-inc,153356,HS-grad,9,Divorced,Sales,Not-in-family,Black,Male,2597,0,55,United-States,<=50K
+62110,21,Private,32950,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+45663,22,Private,182163,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+7673,33,Private,188246,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+65695,36,Private,297335,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,50,China,<=50K
+6611,37,Private,108366,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,46,United-States,<=50K
+71254,35,Private,328301,Assoc-acdm,12,Married-AF-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+40477,17,Private,182158,10th,6,Never-married,Priv-house-serv,Own-child,White,Male,0,0,30,United-States,<=50K
+14210,37,Private,169426,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+34057,22,,330571,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,45,United-States,<=50K
+14463,28,Private,535978,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+14334,42,Private,29393,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10029,57,Self-emp-inc,258883,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,60,Hungary,>50K
+27020,26,Private,369166,Some-college,10,Never-married,Farming-fishing,Other-relative,White,Female,0,0,65,United-States,<=50K
+57548,45,Local-gov,257855,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,50,United-States,<=50K
+84380,32,Private,164197,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+80644,63,Private,109517,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+4161,22,Private,112137,Some-college,10,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+67445,36,Private,160035,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+9134,45,State-gov,50567,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+23279,34,Self-emp-not-inc,140011,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+16122,27,State-gov,271328,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+10215,20,,183083,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+96468,47,Self-emp-not-inc,159869,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,United-States,>50K
+46512,46,Private,102542,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,0,52,United-States,<=50K
+77575,28,Private,297742,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+13570,45,Private,176917,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+71096,26,Private,165235,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Thailand,<=50K
+59501,32,Self-emp-not-inc,52647,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+71868,30,Local-gov,48542,12th,8,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+80684,59,Private,279232,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+45029,58,State-gov,259929,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,>50K
+32831,45,Private,221780,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+85937,76,Self-emp-not-inc,253408,Some-college,10,Widowed,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30084,38,Private,298841,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+16729,32,Private,321313,Masters,14,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+57160,38,Self-emp-not-inc,64875,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+28676,30,Private,275232,Assoc-acdm,12,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,36,United-States,<=50K
+65290,53,Self-emp-inc,134854,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Greece,>50K
+35281,41,Private,67339,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,<=50K
+20261,27,State-gov,192355,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+87577,44,Local-gov,208528,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+1313,35,Private,160120,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+6679,36,Private,250238,1st-4th,2,Never-married,Other-service,Other-relative,Other,Female,0,0,40,El-Salvador,<=50K
+98943,51,Private,25031,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,10,United-States,>50K
+47662,42,Local-gov,255847,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+44870,40,Self-emp-not-inc,26892,Bachelors,13,Married-AF-spouse,Prof-specialty,Husband,White,Male,7298,0,50,United-States,>50K
+99632,45,Private,111979,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+28955,55,Private,408537,9th,5,Divorced,Craft-repair,Unmarried,White,Female,99999,0,37,United-States,>50K
+65185,36,Private,231037,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+97528,57,Federal-gov,30030,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+91164,27,Private,292120,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,45,United-States,<=50K
+1290,62,Private,138253,Masters,14,Never-married,Handlers-cleaners,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+29264,29,Private,190777,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+15833,38,Self-emp-not-inc,41591,Bachelors,13,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+7312,29,Private,186733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+69954,18,,78567,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+11060,19,,140590,12th,8,Never-married,,Own-child,Black,Male,0,0,30,United-States,<=50K
+40865,32,Local-gov,230912,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+49603,34,Private,176185,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+584,25,Private,182227,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,<=50K
+56570,34,Local-gov,205704,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+73360,37,State-gov,24342,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+72111,37,Private,138192,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+3940,18,Private,334676,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+9842,24,Private,177526,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+10696,17,Private,152696,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+40995,35,Private,114765,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34244,31,Private,265509,Assoc-voc,11,Separated,Tech-support,Unmarried,Black,Female,0,0,32,United-States,<=50K
+65924,29,Private,180758,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+7016,49,Self-emp-not-inc,127921,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10062,71,,177906,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,>50K
+64537,35,Federal-gov,182898,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+7977,55,Self-emp-not-inc,422249,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+93547,37,Private,222450,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+27864,33,Local-gov,190027,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,18,United-States,<=50K
+48109,49,Private,281647,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+50434,32,Private,117963,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+84767,63,,319121,11th,7,Separated,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+31375,39,Private,225504,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57190,42,Local-gov,104334,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,El-Salvador,<=50K
+40822,30,State-gov,48214,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+50756,30,Private,145714,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11992,48,Self-emp-inc,38240,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+76359,57,Self-emp-not-inc,27385,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,10,United-States,<=50K
+49486,56,Private,204254,10th,6,Divorced,Other-service,Unmarried,Black,Female,0,0,45,United-States,<=50K
+42092,28,Private,411587,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Honduras,<=50K
+23587,43,Private,221172,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,24,United-States,>50K
+19087,46,Private,54190,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+73202,60,Private,93997,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+65041,50,Local-gov,24139,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,65,United-States,<=50K
+28705,37,Private,112497,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+520,41,Private,138907,HS-grad,9,Divorced,Priv-house-serv,Other-relative,Black,Female,0,0,40,United-States,<=50K
+46663,38,Private,186325,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,38,United-States,>50K
+54739,23,Private,199452,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+39743,59,Private,126677,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+3999,72,Private,107814,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,2329,0,60,United-States,<=50K
+35792,47,Local-gov,93618,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,33,United-States,<=50K
+37578,29,Private,353352,Assoc-voc,11,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+99697,35,Private,143058,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+41837,24,Private,239663,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,15,United-States,<=50K
+60877,22,Private,167615,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+64556,24,Private,442274,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+53353,42,Private,149210,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,45,United-States,>50K
+32853,55,Federal-gov,174533,Bachelors,13,Separated,Other-service,Unmarried,White,Female,0,0,72,,<=50K
+35866,40,State-gov,50093,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+62973,61,Private,270056,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,<=50K
+98718,58,Self-emp-not-inc,131991,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,72,United-States,<=50K
+44736,39,State-gov,126336,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21334,45,Self-emp-not-inc,341117,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+29697,25,Private,108505,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+13566,69,,106566,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+67193,36,Private,74791,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Male,0,0,60,,<=50K
+89908,34,Private,24266,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+36627,45,Private,267967,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+21993,27,,181284,12th,8,Married-civ-spouse,,Husband,Black,Male,0,0,45,United-States,<=50K
+58133,28,Private,102533,Some-college,10,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+15432,27,Private,69757,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+74234,41,State-gov,210094,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38274,18,State-gov,389147,HS-grad,9,Never-married,Sales,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+90461,44,Private,210648,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+99842,47,Private,94809,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+66613,36,Local-gov,298717,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+7518,66,Private,236879,Preschool,1,Widowed,Priv-house-serv,Other-relative,White,Female,0,0,40,Guatemala,<=50K
+79845,33,Private,170148,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+26118,39,Local-gov,166497,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,>50K
+2724,30,Private,247156,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+29261,34,Self-emp-not-inc,204052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+68933,62,Self-emp-not-inc,122246,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+86162,21,Private,180339,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+84037,50,Self-emp-inc,155574,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,50,United-States,>50K
+75830,30,Private,114912,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,60,United-States,>50K
+1897,43,Private,193882,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47057,19,Private,112269,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+33282,26,Federal-gov,171928,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,50,Japan,<=50K
+71013,50,Private,95435,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,65,Canada,<=50K
+68124,45,Federal-gov,179638,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+96129,46,Self-emp-inc,125892,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+77392,17,Private,721712,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+15124,56,Private,197369,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47308,25,Private,353795,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,3103,0,40,United-States,>50K
+14280,47,Private,334679,Masters,14,Separated,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Female,0,0,42,India,<=50K
+97455,23,Private,235853,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+33653,51,Self-emp-not-inc,353281,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+33059,19,Private,203061,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,25,United-States,<=50K
+32145,33,Self-emp-not-inc,62932,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68799,32,Private,118551,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,80,United-States,<=50K
+66583,52,Private,99184,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92749,36,Private,189674,Some-college,10,Separated,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+12476,34,Private,226883,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41510,26,,109564,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+67816,26,Self-emp-inc,66872,12th,8,Married-civ-spouse,Sales,Husband,Other,Male,0,0,98,Dominican-Republic,<=50K
+67808,35,Local-gov,268292,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38839,58,Federal-gov,139290,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+42670,32,Private,206541,11th,7,Divorced,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+99228,23,Private,203139,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+69438,28,Self-emp-not-inc,294398,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+78483,20,Private,386864,10th,6,Never-married,Other-service,Other-relative,White,Male,0,0,35,Mexico,<=50K
+32163,17,Private,369909,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+69862,56,Private,89922,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,45,United-States,>50K
+79267,26,Private,176008,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+76268,43,State-gov,241506,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,36,United-States,<=50K
+14658,45,Self-emp-not-inc,174426,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+42563,34,Private,167497,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,50,United-States,>50K
+94295,54,Private,292673,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,Mexico,<=50K
+22846,51,Local-gov,134808,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+83631,58,Self-emp-not-inc,95763,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+54976,49,Private,83622,Assoc-acdm,12,Separated,Adm-clerical,Not-in-family,White,Female,2597,0,40,United-States,<=50K
+68684,21,Private,222490,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+79082,44,Private,29115,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27673,26,Private,66638,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+82088,39,Private,53926,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+15702,19,,43739,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+8719,37,Private,104359,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+11105,49,Private,124604,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,32,United-States,<=50K
+3175,45,Private,114797,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+98536,60,Federal-gov,67320,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+37950,28,Federal-gov,53147,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+17268,23,Private,13769,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+32073,44,Private,202872,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+61083,19,State-gov,149528,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,12,United-States,<=50K
+32292,37,Private,132879,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+95137,41,Self-emp-not-inc,112362,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,38,United-States,<=50K
+5074,56,Federal-gov,156229,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+17744,44,Private,131650,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,54,United-States,>50K
+34174,30,Private,154568,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,36,Vietnam,>50K
+20497,23,Private,132300,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67005,44,Private,124747,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,3103,0,40,United-States,>50K
+43309,38,Private,276559,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,70,United-States,>50K
+75131,32,Private,106014,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+33148,57,Self-emp-not-inc,135134,Masters,14,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+86338,35,Private,86648,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+67808,48,Self-emp-not-inc,107231,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+31603,32,Local-gov,113838,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,99,United-States,<=50K
+35245,76,Federal-gov,25319,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+6112,57,Local-gov,190561,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+40150,58,,150031,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57695,51,Private,48343,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+55370,50,Private,211116,10th,6,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+38034,38,Private,226311,HS-grad,9,Married-AF-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+56222,53,Private,283743,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2002,40,United-States,<=50K
+15626,59,Self-emp-not-inc,64102,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+56501,23,Private,234663,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+23938,44,Private,247880,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,8614,0,40,United-States,>50K
+84761,23,Private,615367,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+85874,23,Private,163090,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+48989,44,Private,192225,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+14652,30,Private,370183,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+65524,28,Private,242482,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+59425,46,Private,169953,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48918,34,Local-gov,144182,Preschool,1,Never-married,Adm-clerical,Own-child,Black,Female,0,0,25,United-States,<=50K
+31087,38,Private,125933,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,27828,0,45,United-States,>50K
+28096,26,Private,203777,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+19874,39,Private,210991,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21330,28,Private,472580,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+87599,33,State-gov,200289,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,19,India,<=50K
+1903,43,Private,289669,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,2547,40,United-States,>50K
+88120,30,Private,110622,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+33178,59,State-gov,139616,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+12404,26,Private,39212,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+97515,28,Private,51961,Some-college,10,Never-married,Tech-support,Own-child,Black,Male,0,0,24,United-States,<=50K
+62802,48,Self-emp-not-inc,117849,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28583,49,Private,50748,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,1506,0,35,United-States,<=50K
+40329,41,Self-emp-not-inc,170214,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2179,40,United-States,<=50K
+41864,20,Private,151790,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+2711,49,Private,168211,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+99278,37,State-gov,117651,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,40,United-States,<=50K
+64514,18,Private,157131,12th,8,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+77793,61,Private,225970,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+45048,26,Private,177951,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+67268,66,Private,134130,Bachelors,13,Widowed,Other-service,Not-in-family,White,Male,0,0,12,United-States,<=50K
+68665,68,Private,191581,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,3273,0,40,United-States,<=50K
+9608,27,Local-gov,199172,HS-grad,9,Married-civ-spouse,Protective-serv,Wife,White,Female,0,0,40,United-States,<=50K
+75385,66,Self-emp-not-inc,262552,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,7,United-States,<=50K
+57036,28,Private,66434,10th,6,Never-married,Other-service,Unmarried,White,Female,0,0,15,United-States,<=50K
+97659,26,Private,77661,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12887,25,,230856,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+23313,46,Private,192835,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+34499,62,,181014,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+75657,35,Private,200445,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,1974,40,United-States,<=50K
+79758,26,Self-emp-not-inc,37918,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+58604,40,Private,111020,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96550,31,Private,244665,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,Honduras,<=50K
+7661,52,Private,312477,HS-grad,9,Widowed,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87584,61,Self-emp-not-inc,243493,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,12,United-States,<=50K
+60588,39,State-gov,152023,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73755,25,Private,104193,HS-grad,9,Never-married,Other-service,Own-child,White,Female,114,0,40,United-States,<=50K
+67816,47,Private,170850,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,<=50K
+87948,33,Private,137088,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Ecuador,<=50K
+44608,17,Private,340557,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+86155,26,Private,298225,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+646,25,Private,114150,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+11323,39,Self-emp-not-inc,194668,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+16550,33,Private,188246,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,45,United-States,>50K
+4241,46,Federal-gov,330901,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+78211,27,Private,80165,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+80468,48,Private,83444,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+27273,29,Self-emp-not-inc,85572,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,5,United-States,<=50K
+20521,40,Private,116632,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+44708,24,Private,139989,Bachelors,13,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+27562,55,Private,135803,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Other,Male,0,1579,35,India,<=50K
+73080,56,Private,75785,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+54794,25,Private,248612,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+95394,36,Private,28572,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+25977,26,Self-emp-not-inc,31143,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+90935,37,Private,216924,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,44,United-States,>50K
+86700,36,Private,549174,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88767,23,Self-emp-not-inc,111296,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,50,Mexico,<=50K
+95481,25,Private,208881,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+84590,36,State-gov,243666,HS-grad,9,Divorced,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+25853,37,Self-emp-not-inc,327164,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,,<=50K
+3690,39,Self-emp-inc,131288,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,5178,0,48,United-States,>50K
+7244,35,Private,257416,Assoc-voc,11,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+60804,33,Private,215288,11th,7,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+46580,31,Private,58582,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,46,United-States,<=50K
+62061,49,Private,199378,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,22,United-States,<=50K
+51570,34,Self-emp-not-inc,114185,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,,<=50K
+79812,40,Private,137421,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,60,Trinadad&Tobago,<=50K
+3256,27,Private,216481,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+43976,50,Self-emp-not-inc,196504,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,23,United-States,<=50K
+21684,38,Private,357870,12th,8,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+92831,55,State-gov,256335,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Male,0,0,40,United-States,<=50K
+35193,49,Self-emp-not-inc,168191,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,70,Italy,<=50K
+16983,40,Private,215596,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,Other,Male,0,0,40,Mexico,<=50K
+10558,42,Private,184682,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,0,0,30,United-States,<=50K
+39857,51,Private,171914,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+93356,27,Private,288229,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,50,Laos,<=50K
+44670,30,State-gov,144064,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+1145,70,,54849,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,>50K
+86215,40,Private,141583,10th,6,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+33835,43,Self-emp-not-inc,180985,Bachelors,13,Separated,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+5091,24,Private,148709,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68385,22,,174626,7th-8th,4,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+38008,38,Private,184801,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+45240,52,Private,89054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+86208,32,Private,147284,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+33181,33,Private,169973,Assoc-voc,11,Separated,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77460,21,Private,222993,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+67095,27,Private,41099,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+53724,31,Private,33117,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+67036,29,Private,162551,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,40,Hong,>50K
+68681,49,Private,122066,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,2603,40,Greece,<=50K
+69247,61,,42938,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,7,United-States,>50K
+76588,46,Private,389843,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,>50K
+89426,37,Private,138940,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+37426,56,Federal-gov,141877,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+21992,37,Private,172722,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+97419,26,Self-emp-not-inc,118523,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+51335,31,Private,227886,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+49952,36,Private,80743,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+66316,52,Private,199688,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+37207,40,Private,225823,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+6161,21,Private,176486,HS-grad,9,Married-spouse-absent,Exec-managerial,Other-relative,White,Female,0,0,60,United-States,<=50K
+63863,63,Private,175777,10th,6,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+72787,30,Private,295010,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8716,30,Private,437825,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,Peru,<=50K
+33710,50,Private,270194,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+4383,41,Private,242089,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+7361,39,Self-emp-inc,117555,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+72831,23,Private,146499,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,48,United-States,<=50K
+88032,52,Private,222405,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,2377,40,United-States,<=50K
+7588,17,,216595,11th,7,Never-married,,Own-child,Black,Female,0,0,20,United-States,<=50K
+8266,46,Private,157991,Assoc-voc,11,Divorced,Tech-support,Unmarried,Black,Female,0,625,40,United-States,<=50K
+87920,26,Private,373553,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,42,United-States,<=50K
+47159,30,Private,194827,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+22512,23,Private,60331,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+66369,21,State-gov,96483,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,12,United-States,<=50K
+59997,39,Private,211154,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+90961,37,Local-gov,247750,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+2124,40,Self-emp-not-inc,204235,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+21204,38,Private,197113,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,20,United-States,<=50K
+25046,47,Private,178341,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4064,0,60,United-States,<=50K
+85754,20,Private,293297,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+64749,35,Private,35330,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+70597,62,State-gov,202056,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,40,United-States,>50K
+8949,32,Private,61898,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,15,United-States,<=50K
+1490,42,Self-emp-inc,1097453,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+11378,32,Private,176992,10th,6,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+28114,27,Private,295289,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,30,United-States,<=50K
+33634,53,Self-emp-inc,298215,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+76382,28,Self-emp-not-inc,209934,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,25,Mexico,<=50K
+9731,26,Private,164938,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+47642,47,Private,423222,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+18561,23,Private,124259,Some-college,10,Never-married,Protective-serv,Own-child,Black,Female,0,0,40,United-States,<=50K
+28394,70,Self-emp-inc,232871,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+78907,41,State-gov,73199,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+62879,43,State-gov,27661,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+73152,65,Private,461715,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,25,,<=50K
+9551,40,Self-emp-not-inc,89413,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+55663,64,Self-emp-not-inc,31826,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+68216,40,Private,279679,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+75762,43,Private,221172,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+55216,50,Federal-gov,222020,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+72534,19,,181265,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+82912,32,Self-emp-not-inc,261056,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,2174,0,60,,<=50K
+4818,32,Private,204792,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+48362,42,Private,384508,11th,7,Divorced,Sales,Unmarried,White,Male,1506,0,50,Mexico,<=50K
+36474,41,Private,288568,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+44390,30,Private,182714,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,England,<=50K
+46649,20,Private,471452,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+20798,45,State-gov,264052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52196,42,Private,146659,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+69081,24,Private,203027,Assoc-acdm,12,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+91051,43,Private,218309,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+82361,28,Private,133625,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+7648,35,Private,45937,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99827,36,,389850,HS-grad,9,Married-spouse-absent,,Unmarried,Black,Male,0,0,50,United-States,<=50K
+55623,38,Federal-gov,201617,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+81502,32,Local-gov,114733,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+48031,50,State-gov,97778,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+47881,34,Private,149507,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+31757,35,Private,82622,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+25247,30,Private,48014,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,France,<=50K
+97929,61,State-gov,162678,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75152,27,Private,213842,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+19675,61,Private,221447,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+2607,18,Private,426836,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+9722,31,Local-gov,206609,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+31460,31,Private,50276,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+7754,20,Private,180497,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+69121,35,Private,220585,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+21025,51,Private,202752,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+34508,43,Private,75993,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+77467,18,Private,170544,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+38572,55,Private,115439,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+89766,59,Private,24384,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64602,21,Private,209067,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+69083,22,Private,65225,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+66859,60,Federal-gov,27466,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,England,<=50K
+69362,49,Federal-gov,179869,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+38439,21,Private,442131,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+37171,61,Private,243283,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+36113,64,Private,316627,5th-6th,3,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74481,63,Private,208862,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42280,27,Federal-gov,38645,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78225,23,Private,141272,Bachelors,13,Never-married,Other-service,Own-child,Black,Female,0,0,30,United-States,<=50K
+89325,41,State-gov,29324,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+19059,18,,348588,12th,8,Never-married,,Own-child,Black,Male,0,0,25,United-States,<=50K
+74567,40,Private,124747,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,7298,0,40,United-States,>50K
+45694,55,Self-emp-not-inc,477867,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+22703,17,Private,218361,10th,6,Never-married,Other-service,Own-child,White,Female,0,1602,12,United-States,<=50K
+12876,34,Self-emp-not-inc,156809,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,1504,60,United-States,<=50K
+96570,24,Private,267945,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+43327,30,Private,35724,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+22938,29,Private,187188,Masters,14,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,60,United-States,<=50K
+83750,52,Private,155983,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+95588,57,Federal-gov,414994,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+29711,38,Private,103474,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,45,United-States,<=50K
+32527,43,Private,211128,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+35974,61,Private,203445,Some-college,10,Widowed,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+2229,38,Private,38312,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,65,United-States,>50K
+9261,51,Private,178241,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+23594,40,Private,260761,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+28778,41,Local-gov,36924,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+90964,19,Private,292590,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+7809,28,Private,461929,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+66409,59,Private,189664,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+72616,32,State-gov,190577,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+83491,31,Private,344200,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+85328,30,Private,337494,Assoc-acdm,12,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+35907,54,Self-emp-not-inc,52634,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+5379,33,Private,194901,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Male,0,2444,42,United-States,>50K
+7997,20,Private,170091,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+89889,27,,189399,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88177,32,Self-emp-not-inc,205072,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+9294,35,Private,310290,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,Black,Female,0,0,40,United-States,<=50K
+98058,27,Private,134048,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+54303,40,Private,91959,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,46,United-States,>50K
+70244,34,Private,153942,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+10977,34,Local-gov,234096,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93948,38,Private,185330,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,25,United-States,<=50K
+29057,28,Private,163772,HS-grad,9,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,United-States,<=50K
+57900,65,Private,83800,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,27,United-States,<=50K
+493,61,Private,139391,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,16,United-States,<=50K
+20042,18,Private,478380,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+52946,35,Self-emp-inc,186845,Bachelors,13,Married-civ-spouse,Sales,Own-child,White,Male,5178,0,50,United-States,>50K
+71980,45,Private,262802,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+79467,68,,152157,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+74506,25,Private,114483,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+22955,48,Private,118023,Prof-school,15,Divorced,Sales,Not-in-family,White,Male,0,0,13,United-States,<=50K
+41472,19,Private,220101,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88502,43,Private,219424,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,50,United-States,>50K
+40870,54,Private,186117,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+47816,47,Self-emp-not-inc,479611,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+8786,25,Private,80312,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+13784,30,Private,108386,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81735,67,,125926,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+71900,35,Private,177102,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+41920,26,Private,190762,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,18,United-States,<=50K
+62387,61,Private,180632,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+54924,54,Private,88019,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,32,United-States,<=50K
+87150,50,Private,135339,12th,8,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+2743,32,Private,100662,9th,5,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,Columbia,<=50K
+47377,34,Private,183557,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,25,United-States,<=50K
+56956,36,Private,160035,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26285,50,Private,306790,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+1486,28,Private,269246,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+32638,22,Private,308334,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+25355,58,Private,215190,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+93694,27,Private,419146,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,75,Mexico,<=50K
+35843,62,Private,176839,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,<=50K
+32932,36,Self-emp-inc,184456,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,27828,0,55,United-States,>50K
+64424,21,Local-gov,309348,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,594,0,4,United-States,<=50K
+18396,41,Private,56795,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,England,<=50K
+74542,28,Private,201861,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+27742,33,Private,179509,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+33121,54,Private,291755,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+56067,19,Private,243941,Some-college,10,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,0,1721,25,United-States,<=50K
+44226,76,Self-emp-not-inc,117169,7th-8th,4,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,United-States,<=50K
+27935,25,,100903,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+70315,34,Private,159322,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+71758,40,Private,262872,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1081,22,Private,187052,11th,7,Never-married,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+48762,17,Private,277583,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+90441,55,Private,169071,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+29247,51,Local-gov,96190,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+55787,26,Private,61603,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,0,40,Mexico,<=50K
+45885,44,Private,43711,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+8425,65,,197883,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,70,United-States,<=50K
+92807,54,Private,99434,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+16912,34,Self-emp-not-inc,177639,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+30547,42,Private,201723,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+10261,26,Private,222248,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+54684,39,Private,86143,5th-6th,3,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+10073,46,,228620,11th,7,Widowed,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+88486,34,Private,346034,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+17033,59,Private,87510,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56754,20,Private,37932,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+38861,34,Private,185063,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+54625,62,,125493,HS-grad,9,Married-civ-spouse,,Wife,White,Female,5178,0,40,Scotland,>50K
+62463,51,Private,159755,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+93016,34,Private,108837,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+27212,47,Private,110669,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+35944,21,,220115,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+36850,30,Self-emp-not-inc,45427,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,49,United-States,<=50K
+3983,38,Private,154669,HS-grad,9,Separated,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+83275,45,Private,261278,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,5178,0,40,Philippines,>50K
+85848,23,Private,71864,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+79716,34,Private,173495,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+88074,22,Private,254293,12th,8,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46033,31,Private,111883,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+99371,50,Private,146429,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56669,19,Private,472807,1st-4th,2,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,52,Mexico,<=50K
+65266,28,Private,285294,Bachelors,13,Married-civ-spouse,Sales,Wife,Black,Female,15024,0,45,United-States,>50K
+85208,23,Private,184665,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+94574,35,Private,205852,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+75662,28,Private,83879,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+40069,27,Private,178564,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+76086,46,Self-emp-inc,168796,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+79712,27,Private,269444,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53578,25,Private,47353,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+67985,34,Self-emp-inc,29254,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+9253,33,Private,155343,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+32400,36,Private,234271,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44374,30,Private,257849,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+13509,23,Private,228230,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,47,United-States,<=50K
+19438,36,Private,227615,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,32,Mexico,<=50K
+74772,29,Private,406826,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+25017,50,Self-emp-not-inc,27539,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,7688,0,40,United-States,>50K
+91785,19,Private,97261,12th,8,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22511,20,,232022,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+4370,52,Federal-gov,168539,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+45412,20,Private,515797,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83700,22,Private,351381,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83348,34,Private,161018,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+74824,60,Private,26721,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96125,19,Private,164123,11th,7,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+19661,59,Self-emp-not-inc,98418,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+47818,36,Private,29814,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,50,United-States,<=50K
+6280,25,Private,254613,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,Cuba,<=50K
+29220,49,Private,207677,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+79557,25,Self-emp-not-inc,217030,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+24076,50,Private,171199,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+98367,44,Private,198270,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,43,United-States,<=50K
+82015,28,,131310,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+65457,33,Private,79923,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+35170,40,Self-emp-inc,475322,Bachelors,13,Separated,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+32479,56,Private,134286,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+56052,56,Self-emp-not-inc,73746,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+25347,23,Private,125525,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,42,United-States,<=50K
+90616,38,,155676,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+30369,21,Private,304949,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+63658,67,Private,150516,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+60719,54,State-gov,249096,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+89299,50,Local-gov,164127,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+33126,59,Private,304779,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+35470,51,Private,157043,11th,7,Widowed,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+5869,30,Private,396538,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,29,United-States,<=50K
+54983,42,Private,510072,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+10906,64,,200017,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+35262,61,,60641,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,45,United-States,<=50K
+83712,26,Private,89326,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21188,47,Private,200471,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,4064,0,40,United-States,<=50K
+20132,78,Self-emp-not-inc,82815,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,3,United-States,>50K
+72933,24,Self-emp-not-inc,117210,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+30469,27,Private,202206,11th,7,Separated,Farming-fishing,Other-relative,White,Male,0,0,40,Puerto-Rico,<=50K
+43101,51,Private,123429,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+33430,46,Private,353512,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+71256,55,Self-emp-not-inc,26683,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+80961,20,Private,204641,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+67478,30,Private,225053,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+59272,36,,98776,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+40342,19,Private,263932,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+11360,30,Private,108247,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+18003,31,Self-emp-not-inc,369648,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+90673,26,Private,339324,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,96,United-States,<=50K
+76550,59,,145574,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,>50K
+87882,53,Private,317313,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+9181,24,Local-gov,162919,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57956,24,Private,186314,Some-college,10,Separated,Prof-specialty,Own-child,White,Male,0,0,54,United-States,<=50K
+95332,36,Private,254202,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+14390,39,Private,108140,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+43458,53,Private,287317,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Male,0,0,32,United-States,<=50K
+88882,75,Self-emp-inc,81534,HS-grad,9,Widowed,Sales,Other-relative,Asian-Pac-Islander,Male,0,0,35,United-States,>50K
+97085,36,Private,35945,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+73780,46,Self-emp-inc,204928,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+65584,56,Self-emp-inc,208809,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+40383,29,Private,133625,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+47462,60,Private,71683,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,49,United-States,<=50K
+78213,58,Private,570562,HS-grad,9,Widowed,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+57912,67,Self-emp-not-inc,36876,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+31091,35,Private,253006,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,38,United-States,>50K
+72318,39,Self-emp-not-inc,50096,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+16941,37,Private,336880,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+80107,54,,135840,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+41222,63,Self-emp-not-inc,168048,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+60579,47,Private,187969,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+87234,23,Private,117363,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+15258,55,Private,256526,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,4865,0,45,United-States,<=50K
+30850,49,Private,304416,11th,7,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+36060,39,Private,248011,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,40,United-States,>50K
+64015,23,Private,229826,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+36244,19,Private,159796,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+14851,44,Private,165346,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+20837,25,Private,25386,Assoc-voc,11,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+98428,35,Private,491000,Assoc-voc,11,Divorced,Prof-specialty,Own-child,Black,Male,0,0,40,United-States,<=50K
+63575,23,Local-gov,247731,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,Cuba,<=50K
+2116,48,Private,180532,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+35313,48,Private,189462,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Male,2176,0,40,United-States,<=50K
+49441,44,Private,419134,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+78351,55,Self-emp-not-inc,170166,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+48643,33,Self-emp-not-inc,173495,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+45564,18,Private,423024,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+61046,24,Private,72119,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,2202,0,30,United-States,<=50K
+98988,32,Local-gov,19302,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,England,>50K
+66053,24,State-gov,257621,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+8754,44,Self-emp-inc,118212,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,70,United-States,>50K
+8537,27,Private,259840,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+95415,39,Private,115289,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,France,>50K
+28224,26,Local-gov,159662,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+91349,34,Private,379798,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+69216,38,Private,227945,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+37199,41,State-gov,36999,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+68593,73,,131982,Bachelors,13,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,5,Vietnam,<=50K
+33388,32,Self-emp-inc,124052,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+28894,56,Local-gov,273084,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+48864,59,Private,170104,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+4354,44,Private,96249,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+42616,35,Private,140915,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,1590,40,South,<=50K
+34256,52,Private,230657,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,3781,0,40,Columbia,<=50K
+69282,30,Private,195576,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,3325,0,50,United-States,<=50K
+19880,23,Private,117767,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+74455,43,Private,112763,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,8614,0,43,United-States,>50K
+15310,61,Private,79827,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+88863,38,Private,103925,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+42964,68,Private,161744,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,16,United-States,<=50K
+4931,41,Private,106679,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,27828,0,50,United-States,>50K
+37780,42,Self-emp-not-inc,196514,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82167,48,,61985,9th,5,Separated,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+10589,19,Private,157605,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30778,31,Private,137367,11th,7,Married-spouse-absent,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+7546,40,Self-emp-inc,110862,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2377,50,United-States,<=50K
+37724,32,Private,74883,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+25171,51,Self-emp-inc,98642,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,14084,0,40,United-States,>50K
+76553,44,Local-gov,144778,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93711,23,Private,177787,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,30,England,<=50K
+2959,30,,103651,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+96564,44,Private,162108,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+98085,24,Private,217602,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+59921,34,Private,473133,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+51081,17,Private,113301,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,,<=50K
+27586,61,Private,80896,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,India,>50K
+33807,30,Local-gov,168387,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+90971,45,Private,38950,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21961,22,Private,107801,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+19664,49,Private,191277,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+75218,39,Private,205359,Assoc-acdm,12,Widowed,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+65087,39,,240226,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+3472,34,Private,203357,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+92498,52,Local-gov,153064,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+78789,24,Private,202959,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77544,38,Private,105150,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+53681,19,Private,238474,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+71986,24,Private,1085515,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+47218,25,Private,82560,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,43,United-States,<=50K
+53344,71,Private,55965,7th-8th,4,Widowed,Transport-moving,Not-in-family,White,Male,0,0,10,United-States,<=50K
+86441,27,Private,161087,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+73818,28,Private,261278,Assoc-voc,11,Never-married,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+63730,54,Private,182187,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,Black,Male,15024,0,38,Jamaica,>50K
+24363,18,Private,138917,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,10,United-States,<=50K
+44543,49,Private,200198,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+92080,36,Private,205359,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+14800,57,Private,250201,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+21080,56,Federal-gov,67153,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Portugal,>50K
+38422,17,Private,244523,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+82553,30,Private,236599,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+53805,41,Private,108713,10th,6,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+408,26,Private,177147,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+73937,61,Private,129246,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+82984,50,,222381,Some-college,10,Divorced,,Unmarried,White,Male,0,0,40,United-States,<=50K
+5188,24,Private,145111,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+89489,44,Private,62258,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17813,38,State-gov,108293,Masters,14,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+78630,61,,167284,7th-8th,4,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+23051,25,Private,97789,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+51940,34,Private,111415,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+82778,38,Private,374524,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88876,42,Private,287244,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+13142,17,,341395,10th,6,Never-married,,Own-child,Black,Male,0,0,20,United-States,<=50K
+79543,48,Private,278039,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+14741,38,Private,98360,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+27024,52,Private,317032,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+19433,55,State-gov,294395,Assoc-voc,11,Widowed,Prof-specialty,Unmarried,White,Female,6849,0,40,United-States,<=50K
+7677,41,Self-emp-not-inc,240900,HS-grad,9,Divorced,Farming-fishing,Other-relative,White,Male,0,0,20,United-States,<=50K
+7687,45,Private,32896,5th-6th,3,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,35,United-States,<=50K
+51906,49,Private,97411,7th-8th,4,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,45,Laos,<=50K
+89571,19,Private,72355,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+42445,39,Private,342448,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+21986,43,Private,187702,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,2174,0,45,United-States,<=50K
+28237,42,Private,303388,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+63237,17,Private,112291,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+43155,30,Private,208668,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,25,United-States,<=50K
+76651,61,Local-gov,28375,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+52132,48,Private,207277,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+48108,60,,88675,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+79004,57,Private,47857,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+72049,27,Private,372500,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,Mexico,<=50K
+21982,24,Private,190968,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+50105,41,Private,37997,12th,8,Divorced,Transport-moving,Not-in-family,White,Male,0,0,84,United-States,>50K
+79469,42,Private,257328,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+38531,34,Private,127610,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+72522,22,,139324,9th,5,Never-married,,Unmarried,Black,Female,0,0,36,United-States,<=50K
+30031,47,Private,164423,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,43,United-States,<=50K
+52708,50,Private,104501,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,1980,40,United-States,<=50K
+21685,30,Private,56121,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+798,38,Private,296212,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+22502,31,Private,157640,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+92120,44,Private,222504,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,45,United-States,>50K
+99265,34,Private,261023,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1651,38,United-States,<=50K
+40427,52,Private,146567,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Male,14344,0,40,United-States,>50K
+4235,34,Private,116910,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+16766,31,Private,132601,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+33680,68,Private,185537,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+75154,22,Private,500720,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+95946,42,Private,182108,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+31735,37,Private,231491,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+74727,36,Self-emp-not-inc,239415,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+28786,38,Private,179262,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+65607,72,Without-pay,121004,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,United-States,<=50K
+17041,40,Private,252392,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+29242,19,Private,163578,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+32875,55,Private,143266,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Hungary,>50K
+6175,30,Private,285902,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10120,52,Private,113094,Bachelors,13,Separated,Adm-clerical,Unmarried,White,Female,0,1092,40,United-States,<=50K
+68096,29,Private,278637,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3103,0,45,United-States,>50K
+12663,41,Private,174540,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,4,United-States,<=50K
+75736,29,Private,188729,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+66614,24,Private,72143,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+39226,46,Self-emp-not-inc,328216,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+60666,44,Private,165815,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+99169,17,Private,317702,10th,6,Never-married,Sales,Own-child,Black,Female,0,0,15,United-States,<=50K
+83294,35,Private,215323,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+48690,38,Private,192939,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+83832,36,Private,156352,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+41209,24,Private,155066,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+12954,38,Self-emp-not-inc,152621,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+2762,19,Private,298891,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,Honduras,<=50K
+29285,30,Private,193298,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+59661,36,Local-gov,150309,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+24197,27,Private,384308,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27871,27,Private,305647,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+70997,66,,182378,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+82445,65,Federal-gov,23494,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,2174,40,United-States,>50K
+14700,37,Private,421633,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,>50K
+74099,17,Private,57723,11th,7,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+8942,19,,307837,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+23818,57,Private,103540,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,<=50K
+87540,54,Self-emp-not-inc,136224,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+16548,21,Private,231573,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75088,43,Private,242804,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13950,50,Private,163671,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8978,38,Private,287701,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,>50K
+65053,31,Private,187560,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+1068,41,Private,222504,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+2889,20,Private,41356,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73604,28,Private,59335,Bachelors,13,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,15,United-States,<=50K
+77921,62,Private,84756,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+85748,41,Private,407425,12th,8,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+92628,37,Private,162424,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+41975,53,Self-emp-not-inc,175456,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+17588,28,Private,52603,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+98032,23,Private,250630,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+30052,46,Self-emp-not-inc,233974,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+43633,28,Private,376302,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+60276,50,Private,195638,10th,6,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+59432,19,Private,225775,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+89005,84,Private,388384,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,10,United-States,<=50K
+9195,48,Self-emp-not-inc,219021,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+22677,61,Self-emp-not-inc,168654,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+46270,44,Private,180609,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+60390,32,Private,114746,HS-grad,9,Separated,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Female,0,0,60,South,<=50K
+14200,25,Private,178037,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+18777,47,State-gov,160045,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44516,19,Private,268524,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+40863,37,Private,174844,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,17,United-States,<=50K
+46740,28,Private,82488,HS-grad,9,Divorced,Tech-support,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+49794,34,Private,221167,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+85350,32,Self-emp-not-inc,48014,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+92754,24,Private,217226,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+81273,22,,177902,Some-college,10,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,25,United-States,<=50K
+74588,30,Private,39386,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,99,United-States,<=50K
+55076,56,Private,37394,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+26477,30,Private,115426,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+13936,28,Private,114158,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,26,United-States,<=50K
+3001,40,Private,119101,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,68,United-States,>50K
+84956,28,Private,360527,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+57648,39,Private,225544,12th,8,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98354,33,Self-emp-not-inc,108438,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+77606,23,Private,230315,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Dominican-Republic,<=50K
+62795,32,Private,158002,Some-college,10,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,55,Ecuador,<=50K
+10908,37,Private,179468,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82184,71,Private,99894,5th-6th,3,Widowed,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,0,0,75,United-States,<=50K
+18244,30,Private,270889,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+54387,20,Private,42279,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+11260,53,Federal-gov,167380,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1740,50,United-States,<=50K
+39440,42,Private,274913,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,45,United-States,<=50K
+11687,44,Private,35910,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,56,United-States,>50K
+33600,26,Private,68001,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93849,21,Private,27162,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+32585,37,Self-emp-not-inc,286146,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+91145,36,Local-gov,95462,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+74844,25,Private,50103,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+21844,54,Private,511668,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,43,United-States,>50K
+43238,38,Self-emp-inc,189679,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+76654,29,Private,115064,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24386,20,State-gov,215443,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,38,United-States,<=50K
+83187,32,Private,174789,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+22704,24,Private,91999,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,20,United-States,<=50K
+91334,59,Federal-gov,100931,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+72973,56,Self-emp-not-inc,119069,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+85569,40,Self-emp-not-inc,277488,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,84,United-States,<=50K
+53014,35,Private,265662,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+40420,38,Private,114591,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,40,United-States,>50K
+23703,24,Private,227594,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+5841,30,Private,129707,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1848,40,United-States,>50K
+23063,61,,175032,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+72262,36,Private,133569,1st-4th,2,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+35151,20,Local-gov,308654,Some-college,10,Never-married,Protective-serv,Own-child,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+86148,36,Private,156084,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+35061,45,Federal-gov,380127,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43183,22,Private,210781,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+85107,31,Private,189759,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+6969,34,Private,258675,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+6346,24,Private,223367,11th,7,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+51213,42,,204817,9th,5,Never-married,,Own-child,Black,Male,0,0,35,United-States,<=50K
+92335,23,Private,409230,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+75128,46,Federal-gov,308077,Prof-school,15,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,Germany,>50K
+30587,60,Private,159049,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,Germany,>50K
+17234,40,Private,353142,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+96002,55,Private,143030,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40696,47,Private,304857,Masters,14,Separated,Tech-support,Not-in-family,White,Male,27828,0,40,United-States,>50K
+95920,28,Private,30912,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,43,United-States,<=50K
+58600,55,Private,125000,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+60068,47,Private,181363,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30411,54,Private,338620,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+2985,32,Private,115989,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,60,United-States,<=50K
+39716,38,Private,111128,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79883,61,Self-emp-not-inc,201273,Some-college,10,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3085,62,Self-emp-inc,137354,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+45877,29,Private,133420,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+26102,26,Private,192208,HS-grad,9,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,32,United-States,<=50K
+75792,19,Private,220001,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+52829,40,Private,352612,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+28455,36,Private,169426,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,United-States,>50K
+21921,42,Private,319016,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,2885,0,45,United-States,<=50K
+69975,55,Private,119751,Masters,14,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,40,Thailand,<=50K
+15190,55,Private,202220,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,2407,0,35,United-States,<=50K
+54452,43,Self-emp-not-inc,99220,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+66360,39,Private,111275,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24275,38,Federal-gov,261241,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+43563,28,Private,261725,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+88097,36,Private,182013,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+16798,49,Private,40666,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+73168,41,Private,216461,Some-college,10,Divorced,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+49781,60,Private,320376,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+42988,35,Private,282951,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+30594,36,State-gov,166697,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+41376,51,Private,290856,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+47948,23,Private,455361,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+26031,51,Private,82783,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+16263,17,Private,56536,11th,7,Never-married,Sales,Own-child,White,Female,1055,0,18,India,<=50K
+85323,33,Self-emp-not-inc,109959,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+64895,50,Private,177927,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18968,38,Private,192337,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+12852,18,Private,236272,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+980,26,Private,33610,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+90583,21,Private,209483,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,47,United-States,<=50K
+31522,26,Private,247006,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,<=50K
+24801,30,Local-gov,311913,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+26281,39,,204756,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+55051,33,Local-gov,300681,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+20059,42,State-gov,24264,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,0,0,38,United-States,<=50K
+33844,28,Private,266070,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+7305,20,Private,226978,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+13880,66,Local-gov,362165,Bachelors,13,Widowed,Prof-specialty,Not-in-family,Black,Female,0,2206,25,United-States,<=50K
+37713,31,Private,341672,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,50,India,<=50K
+33615,36,Private,179488,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,Canada,<=50K
+51337,39,Federal-gov,243872,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+31685,52,Private,259583,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+58857,61,Private,159822,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,Poland,>50K
+34212,27,Private,219863,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+51960,45,Private,206947,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+32123,21,Private,245572,9th,5,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+43844,25,Private,38488,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+96923,24,Private,182504,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+41138,38,Private,193815,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,Italy,<=50K
+61600,51,,521665,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+85452,29,Private,46442,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,50,United-States,>50K
+7156,45,Private,60267,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+36457,59,Private,264357,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+5752,41,Private,191814,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+83632,23,Private,107882,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+47718,43,Private,174575,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+32346,17,Private,143331,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+74593,32,Private,126132,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+54194,42,Private,198619,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+66361,68,Private,211287,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,40,United-States,>50K
+3180,55,Federal-gov,238192,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,1887,40,United-States,>50K
+19296,43,Private,257780,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+77992,61,Private,183355,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+91539,28,Private,148429,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+27427,47,Private,71221,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,60,United-States,<=50K
+30578,21,Self-emp-not-inc,236769,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57197,39,Private,32146,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+84249,39,Private,347491,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,1876,46,United-States,<=50K
+79633,34,Private,180714,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,2179,40,United-States,<=50K
+17488,57,,188877,9th,5,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73101,27,Private,306747,Bachelors,13,Divorced,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+37066,21,State-gov,478457,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,12,United-States,<=50K
+73984,25,Private,248990,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+13763,51,Self-emp-inc,46281,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+55334,35,Private,148015,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+25987,19,Private,278115,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+27143,27,Private,190525,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,55,United-States,>50K
+16719,34,Private,176673,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,35,United-States,<=50K
+28743,33,,202366,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,32,United-States,<=50K
+4756,36,Private,238415,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+47264,33,Self-emp-not-inc,37939,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+80066,60,Self-emp-not-inc,35649,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+66389,42,Private,383493,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+22151,47,Federal-gov,204900,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,<=50K
+64868,42,Private,20809,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,75,United-States,>50K
+94018,34,Private,148207,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+52213,21,Private,200153,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+83076,30,Private,169496,Masters,14,Married-civ-spouse,Other-service,Husband,White,Male,0,0,15,United-States,>50K
+92939,53,Private,22978,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+58115,34,Private,366898,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,<=50K
+77801,37,Private,324947,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+20355,27,Private,321577,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+65487,31,Private,241360,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94645,30,Private,207564,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+27526,33,Private,220860,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+99479,41,Local-gov,336571,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+98084,23,State-gov,56402,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+26404,65,Private,180280,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+90923,30,Private,81282,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+44261,51,Private,86332,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,4064,0,55,United-States,<=50K
+75868,30,Local-gov,27051,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+17927,49,Private,287647,Masters,14,Divorced,Sales,Not-in-family,White,Male,4787,0,45,United-States,>50K
+59274,37,Self-emp-not-inc,183735,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,3137,0,30,United-States,<=50K
+13244,42,Private,100800,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28124,62,Private,155094,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,45,United-States,>50K
+16918,67,,102693,HS-grad,9,Widowed,,Not-in-family,White,Male,1086,0,35,United-States,<=50K
+18984,31,Private,151053,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,40,United-States,>50K
+843,50,Private,548361,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,>50K
+28372,33,Private,173858,Bachelors,13,Married-civ-spouse,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+90033,27,Private,347153,Some-college,10,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+10466,31,Private,319146,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,Mexico,>50K
+31747,35,Private,197719,Some-college,10,Never-married,Machine-op-inspct,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+47212,55,Private,197114,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,6,United-States,>50K
+58110,54,Self-emp-not-inc,109418,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1977,35,United-States,>50K
+7189,56,Private,182062,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+56784,21,Private,184543,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73199,66,Private,175558,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,20,Germany,<=50K
+55420,46,Private,122026,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+92259,23,Private,340543,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+88539,43,Private,101950,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+42676,40,Private,179508,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+10159,52,Private,225317,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+29119,59,Local-gov,53304,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+45981,36,Local-gov,282602,Assoc-voc,11,Separated,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+35678,33,Private,184016,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12080,20,Private,250165,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+90628,21,Private,196467,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,35,United-States,<=50K
+47092,59,,220783,10th,6,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+98480,42,Self-emp-not-inc,178780,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+82885,62,Private,65868,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,43,United-States,<=50K
+27761,54,Private,35459,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28655,35,Private,98986,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+86368,36,Private,282092,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48952,21,Private,140764,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,45,United-States,<=50K
+21941,30,Private,33124,HS-grad,9,Separated,Farming-fishing,Unmarried,White,Female,0,0,14,United-States,<=50K
+25102,46,Private,90042,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+52668,32,Private,102986,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,Laos,>50K
+41102,21,Private,214387,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,64,United-States,<=50K
+15151,39,Private,180667,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9160,54,Private,278329,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+39844,32,Private,184440,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3464,0,40,United-States,<=50K
+25096,23,Private,140462,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+69809,42,Private,202565,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Italy,<=50K
+46813,62,,181063,10th,6,Widowed,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+69361,28,Private,287268,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+88200,28,Private,215955,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61168,35,Private,82552,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+20332,19,Private,41745,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+13521,27,Private,73587,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+7624,54,Private,263925,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+35623,19,Private,196119,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+64450,27,Private,284741,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+72952,30,Private,293936,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,50,,<=50K
+87418,35,Private,340428,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+10752,66,,175891,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+45316,19,Local-gov,276973,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+60048,30,Private,161599,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+14515,32,Private,144064,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7279,31,Private,236391,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92002,26,Private,224943,Assoc-voc,11,Never-married,Sales,Other-relative,Black,Male,0,0,65,United-States,<=50K
+81466,44,Private,151294,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+66258,52,Private,68982,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+95253,30,Private,241885,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+82030,32,Self-emp-not-inc,189461,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+57649,19,Self-emp-not-inc,36012,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+18126,33,Private,85355,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,30,United-States,<=50K
+28216,20,Private,157595,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+13415,61,Private,197286,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+87003,33,Private,362747,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+4957,24,Private,395297,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+78011,31,Self-emp-not-inc,144949,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+57425,20,,163665,HS-grad,9,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+39163,32,Private,141490,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+79927,29,Private,147889,Assoc-acdm,12,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+44514,61,Private,232808,10th,6,Divorced,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+54979,48,Private,70668,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,50,United-States,<=50K
+62346,29,Federal-gov,33315,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37689,61,,63526,12th,8,Never-married,,Not-in-family,Black,Male,0,0,52,United-States,<=50K
+10422,34,Private,591711,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,48,,<=50K
+5850,22,Private,200318,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+6831,32,Private,97723,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+25206,38,Private,109231,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69452,27,Private,102889,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+6464,26,Private,167106,HS-grad,9,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,Hong,<=50K
+70554,35,Private,182898,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,8614,0,40,United-States,>50K
+4504,62,Private,197918,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+86619,28,Private,67386,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+38808,50,Private,126592,HS-grad,9,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+58970,34,Private,49469,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,99999,0,50,United-States,>50K
+57492,37,Self-emp-not-inc,119929,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84939,63,Private,158199,1st-4th,2,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,44,Portugal,<=50K
+89763,35,Private,341102,9th,5,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+46207,55,Private,101524,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+49008,40,Private,202872,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+82808,25,Private,195201,HS-grad,9,Married-civ-spouse,Sales,Husband,Other,Male,0,0,50,United-States,<=50K
+49638,51,Private,128272,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+72999,37,Private,263094,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+403,54,Self-emp-inc,357596,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,55,United-States,>50K
+56791,47,Local-gov,102628,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+51920,26,Private,171114,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+17617,46,Private,216414,Assoc-voc,11,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+89025,24,Private,127753,12th,8,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+88434,19,Private,282698,7th-8th,4,Never-married,Adm-clerical,Own-child,White,Male,0,0,80,United-States,<=50K
+60031,35,Private,139364,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+84019,36,Local-gov,312785,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,35,United-States,<=50K
+43650,18,Private,92864,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+13636,46,Local-gov,175428,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+89924,30,Private,104223,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+67669,29,Private,144784,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+1374,65,Private,178934,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,20,Jamaica,<=50K
+75281,41,Private,211253,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+97785,34,Private,133122,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+14881,58,Private,103540,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+89487,39,State-gov,172700,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+74242,21,Private,282484,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+3099,31,Private,323055,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+74697,33,State-gov,291494,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+71631,28,Private,214702,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+99605,32,Private,116055,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,2977,0,35,United-States,<=50K
+35976,32,Private,226696,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+39386,31,Private,216827,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+477,41,Self-emp-not-inc,153132,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+42615,48,Private,307440,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,45,Philippines,>50K
+17390,27,Private,278122,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+68825,45,Private,122195,HS-grad,9,Widowed,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39640,34,Self-emp-not-inc,156890,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+32046,17,Private,36877,10th,6,Never-married,Sales,Own-child,White,Female,0,0,10,United-States,<=50K
+87593,25,Private,131178,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,23,United-States,<=50K
+63927,34,Self-emp-inc,62396,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,62,United-States,>50K
+69012,33,Private,73054,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+18450,21,Private,96844,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+23160,22,Private,324922,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+10049,61,Private,130684,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,<=50K
+23158,40,Private,178983,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,>50K
+79868,58,Private,81038,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,12,United-States,<=50K
+6104,30,Private,151967,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,58,United-States,<=50K
+18115,24,Private,278107,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,60,United-States,<=50K
+99007,52,Self-emp-not-inc,183146,12th,8,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+37415,50,Private,183638,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+54396,49,Private,247892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,30,United-States,<=50K
+83639,22,Private,221480,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+10596,32,Private,118551,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,,>50K
+34307,21,Private,518530,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+80135,25,Private,193787,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,50,United-States,<=50K
+81886,34,Self-emp-inc,157466,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+94171,48,Private,141511,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+57767,61,,158712,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,99,United-States,<=50K
+9852,21,Private,252253,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52547,20,Private,200450,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,52,United-States,<=50K
+847,30,State-gov,343789,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+54731,44,Private,277647,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+2980,44,Private,291566,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+71947,29,Private,151382,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+85558,31,Private,221167,Prof-school,15,Divorced,Tech-support,Not-in-family,White,Female,0,0,35,United-States,<=50K
+51024,35,Private,196178,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18861,27,Private,302422,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16679,26,Private,37379,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+74545,37,Self-emp-not-inc,82540,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+73423,33,Self-emp-not-inc,182926,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,,<=50K
+32480,44,Private,159911,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,55,United-States,<=50K
+45885,34,Private,212781,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+70830,28,Local-gov,207213,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,5,United-States,<=50K
+9141,30,Private,200192,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,45,United-States,<=50K
+73150,41,Local-gov,180096,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+29627,23,Private,192812,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+10318,19,Private,105908,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,70,United-States,<=50K
+50401,48,Private,373366,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,3781,0,50,Mexico,<=50K
+64137,26,State-gov,234190,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+89019,32,Private,260868,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+77755,26,Private,109097,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+47797,36,Private,171393,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,55,United-States,>50K
+82378,49,Private,209146,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+85374,33,,289046,HS-grad,9,Divorced,,Not-in-family,Black,Male,0,1741,40,United-States,<=50K
+86732,54,Private,172281,Masters,14,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,>50K
+79260,36,Private,73023,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+33313,41,Private,122626,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,48,United-States,<=50K
+24145,27,Private,113635,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+17949,68,,257269,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2377,35,United-States,>50K
+39464,21,,191806,Some-college,10,Never-married,,Own-child,White,Male,0,0,75,United-States,<=50K
+39948,56,,35723,HS-grad,9,Divorced,,Own-child,White,Male,0,0,40,United-States,<=50K
+20422,40,Self-emp-not-inc,30759,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+9212,46,Private,105327,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29965,55,,376058,9th,5,Never-married,,Own-child,White,Female,0,0,45,United-States,<=50K
+93134,43,Private,219307,9th,5,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79754,46,Private,208067,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+14203,51,Self-emp-not-inc,78631,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+52347,19,Private,210308,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+94645,67,Local-gov,190661,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,7896,0,50,United-States,>50K
+76500,31,Private,594187,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+5250,27,Private,228476,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+82782,21,Private,126613,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+5073,36,Private,30267,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+46458,23,Private,216811,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,16,United-States,<=50K
+23571,62,Local-gov,115763,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+43228,31,Local-gov,199368,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,50,United-States,>50K
+95684,52,Private,159755,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+22599,39,Self-emp-not-inc,188335,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+32190,24,Private,417668,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+28671,55,,141807,HS-grad,9,Never-married,,Not-in-family,White,Male,13550,0,40,United-States,>50K
+83013,38,Private,296317,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+48767,36,Private,164898,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+24828,17,Private,452406,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,15,United-States,<=50K
+51988,27,Private,42696,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+27824,30,Private,262994,Some-college,10,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+22601,43,State-gov,167298,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+46439,51,Private,103529,11th,7,Divorced,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+99176,47,Private,97883,Bachelors,13,Widowed,Priv-house-serv,Unmarried,White,Female,25236,0,35,United-States,>50K
+41382,49,State-gov,269417,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,2258,50,United-States,>50K
+86005,34,Private,199539,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+73580,19,,39460,HS-grad,9,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+37587,79,Federal-gov,62176,Doctorate,16,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,6,United-States,>50K
+52941,28,State-gov,239130,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+95068,41,Self-emp-inc,151089,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+32080,21,Private,331611,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+70342,31,Self-emp-not-inc,203463,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75540,45,Private,151518,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+14075,23,Self-emp-inc,39844,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+64994,32,Private,299635,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,<=50K
+83410,67,Private,123393,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+41768,32,Private,209538,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+5957,35,Self-emp-not-inc,238802,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+59363,29,Private,499197,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+10743,38,Private,200220,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8229,38,Private,114059,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+28289,18,Private,434430,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+81358,47,Private,185385,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,24,United-States,<=50K
+22420,22,Private,225156,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+49820,21,Private,377931,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2377,48,United-States,<=50K
+87387,27,,133359,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,50,,<=50K
+54532,28,Private,226891,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,30,,<=50K
+79211,32,Private,201988,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,4508,0,40,,<=50K
+72466,40,Private,287008,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,55,Germany,>50K
+9205,23,Private,151910,Bachelors,13,Never-married,Machine-op-inspct,Own-child,White,Female,0,1719,40,United-States,<=50K
+62517,25,Private,231714,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+78778,44,Self-emp-inc,178510,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,2258,60,United-States,<=50K
+84856,43,Private,178866,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,25,United-States,>50K
+84002,31,Private,110643,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,55,United-States,>50K
+87406,33,Private,148261,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+5781,41,Private,217902,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+47760,29,Self-emp-not-inc,77207,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+78250,32,,377017,Assoc-acdm,12,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+50878,78,Private,184759,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,1797,0,15,United-States,<=50K
+11295,64,Self-emp-inc,80333,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+83790,58,Private,265086,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+74819,55,,102058,12th,8,Widowed,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+98431,20,Private,333843,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+32751,35,Private,296478,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+89331,27,Local-gov,116662,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+18607,37,Self-emp-not-inc,353298,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,99999,0,50,United-States,>50K
+8410,42,Private,142424,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22232,47,Local-gov,200808,12th,8,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,Puerto-Rico,<=50K
+52668,29,Private,119052,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+90058,33,Private,168981,1st-4th,2,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+38681,44,Private,151780,Some-college,10,Widowed,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+23637,70,Private,237065,5th-6th,3,Widowed,Other-service,Other-relative,White,Female,2346,0,40,,<=50K
+67863,25,Private,509866,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,78,United-States,<=50K
+86822,24,State-gov,249385,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Female,0,0,10,United-States,<=50K
+43838,42,State-gov,109462,Bachelors,13,Divorced,Adm-clerical,Unmarried,Black,Female,2977,0,40,United-States,<=50K
+89527,53,Private,250034,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+62479,39,Private,249720,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,<=50K
+97814,72,Self-emp-not-inc,258761,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+7450,43,Self-emp-inc,64048,9th,5,Never-married,Sales,Own-child,White,Female,0,0,44,Portugal,<=50K
+40623,25,State-gov,153534,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+31455,37,Private,193815,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+54684,27,Private,255582,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46651,39,Private,204527,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+69734,64,Self-emp-not-inc,159938,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,24,Italy,<=50K
+98819,29,Self-emp-not-inc,229341,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+7876,50,Private,128143,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+93068,33,Private,175479,5th-6th,3,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+62380,18,Private,301814,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+69753,20,Private,238917,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,32,Mexico,<=50K
+6254,32,Private,205581,Some-college,10,Separated,Tech-support,Unmarried,White,Female,0,0,50,United-States,<=50K
+97654,45,Private,340341,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+50271,48,Private,147860,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,0,0,40,United-States,<=50K
+87488,20,,121023,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+51243,23,Private,259496,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+74766,34,Federal-gov,190228,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1902,48,United-States,>50K
+42674,43,Private,180599,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Male,8614,0,40,United-States,>50K
+16396,44,Private,116358,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+72918,47,Self-emp-not-inc,180446,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,>50K
+8656,47,Private,264244,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+68284,46,Local-gov,197988,1st-4th,2,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+24160,19,Private,206599,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+7860,51,Private,313146,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+61688,41,Self-emp-inc,99212,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+30136,37,Private,340599,11th,7,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+9085,31,Private,62932,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+74662,25,Private,44861,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35449,46,Private,53893,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+89820,53,Self-emp-inc,152810,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,45,United-States,>50K
+47304,47,Local-gov,128401,Doctorate,16,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+81951,28,Private,336951,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+4559,60,Self-emp-not-inc,95445,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3137,0,46,United-States,<=50K
+47533,43,Private,54611,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+11092,45,Self-emp-not-inc,315984,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,50,United-States,>50K
+5349,28,Private,210313,10th,6,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+63154,19,Private,181020,11th,7,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,30,United-States,<=50K
+55104,51,Self-emp-not-inc,120781,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Other,Male,99999,0,70,India,>50K
+82878,19,Private,256979,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,35,United-States,<=50K
+25409,64,Private,47298,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+45591,44,Private,125461,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+141,21,Private,209955,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+97146,33,Private,182246,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69655,63,Private,76860,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+35745,44,,91949,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+50996,44,Local-gov,136986,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,35,United-States,>50K
+87790,28,Federal-gov,183445,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,70,Puerto-Rico,<=50K
+16887,24,Private,130741,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+34391,20,Federal-gov,191878,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+72012,21,,233923,Some-college,10,Never-married,,Own-child,White,Female,0,0,24,United-States,<=50K
+23347,20,Private,48121,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+5563,21,Private,304302,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+1875,34,Federal-gov,284703,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,52,United-States,<=50K
+68133,17,Private,401198,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+68414,35,Private,243357,11th,7,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+22240,26,Private,32276,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42404,35,Private,110538,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,70,United-States,<=50K
+47146,25,Private,257310,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+12713,27,Self-emp-not-inc,411950,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+99685,52,Local-gov,392668,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+84016,43,Self-emp-not-inc,52498,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+84273,36,Private,223433,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+37235,37,Private,87076,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+60881,58,Private,224854,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24755,25,Private,193379,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+47505,54,Private,98436,Masters,14,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+32139,42,,116632,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,<=50K
+47122,65,Self-emp-inc,210381,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,65,United-States,>50K
+34888,44,Private,90688,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,45,Laos,<=50K
+94884,61,Private,229744,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+15369,29,Private,59732,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+96044,34,Private,192900,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+4299,24,State-gov,90046,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,Canada,<=50K
+82831,40,Private,272960,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,42,United-States,>50K
+10250,42,Self-emp-inc,152071,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Cuba,>50K
+18129,50,Private,301583,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43248,18,,171964,HS-grad,9,Never-married,,Own-child,White,Female,0,1602,20,United-States,<=50K
+81969,49,Private,315984,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+42664,38,Private,241962,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4009,41,Private,131591,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,45,United-States,<=50K
+72891,70,Self-emp-inc,207938,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,5,United-States,<=50K
+74831,51,Private,53197,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+63817,24,Private,121023,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+68850,57,Self-emp-not-inc,287229,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+37653,22,Private,163911,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+27927,31,Private,191834,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+35561,28,Private,204734,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+80928,45,Self-emp-not-inc,220978,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+34801,39,Private,365739,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19030,26,Private,50103,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+69119,38,Private,283293,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+58757,38,Self-emp-not-inc,194534,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,99999,0,60,United-States,>50K
+87694,19,Private,263338,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+38602,36,,504871,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+78160,30,Private,348592,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,<=50K
+77765,28,Private,173944,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+40914,53,Private,226135,9th,5,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+7150,32,Private,172375,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+47130,57,Self-emp-inc,127728,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+25980,47,Private,347025,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27875,36,Private,191335,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,<=50K
+39045,21,Private,247779,11th,7,Never-married,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+38116,25,State-gov,262664,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+95275,37,Private,95855,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+93053,31,Private,74501,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+91542,43,Private,245317,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+72924,61,Private,29059,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,2754,25,United-States,<=50K
+5019,56,Private,200316,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+84603,35,Private,198341,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+51373,59,Private,100453,7th-8th,4,Separated,Other-service,Own-child,Black,Female,0,0,38,United-States,<=50K
+57454,44,Self-emp-not-inc,343190,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,55,United-States,>50K
+12795,47,Private,235683,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+97341,44,Private,83237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+10482,64,Private,88470,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+71005,26,Private,198801,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+54356,53,Private,168107,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+42731,50,Private,196193,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+56914,30,,205418,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+66337,46,Private,695411,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+22071,45,Self-emp-inc,139268,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+44115,44,Federal-gov,192771,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+59515,59,Self-emp-inc,122390,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,48,United-States,>50K
+53400,65,Self-emp-inc,184965,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+17078,23,Private,180837,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+9548,33,Private,159548,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+10171,34,Private,110554,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+78314,38,Private,103474,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+7614,62,Private,178249,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+52615,21,Private,138768,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+76791,41,Private,321824,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+60975,35,Private,244803,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Peru,<=50K
+96706,62,Local-gov,206063,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+9434,53,Private,167651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+45283,69,State-gov,163689,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+72953,19,Self-emp-not-inc,45546,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+49627,47,Private,420986,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+57780,52,Self-emp-inc,68015,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,90,United-States,>50K
+14315,54,Private,175594,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3533,58,,148673,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+34295,30,Private,206322,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,73,United-States,>50K
+28596,39,Private,272338,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,25,United-States,<=50K
+21176,73,Private,105886,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,1173,0,75,United-States,<=50K
+96304,64,Private,312498,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+94418,32,Private,177675,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+97884,51,Private,152810,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+39942,57,Private,319122,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83891,25,Private,212304,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+58815,53,Private,208321,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,1740,40,United-States,<=50K
+21057,39,Private,240841,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+49628,49,Private,208978,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,16,United-States,<=50K
+23779,23,Local-gov,442359,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1092,40,United-States,<=50K
+27560,28,Private,198197,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+70958,46,Private,261059,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+50285,40,Private,72791,Some-college,10,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+56693,24,Private,275395,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+46524,20,,195767,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+79554,50,Private,462966,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,8,El-Salvador,<=50K
+8147,24,,265434,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88738,35,Private,31269,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+7697,33,Local-gov,246291,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,46,United-States,<=50K
+2168,54,Federal-gov,128378,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+34536,35,Local-gov,231180,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+87241,31,Local-gov,206297,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+47277,47,Self-emp-inc,337050,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+92499,48,Private,193075,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+80752,33,Local-gov,169652,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Male,0,1669,55,United-States,<=50K
+99085,35,Private,35945,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+29889,20,,141453,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+98683,36,Private,252231,Preschool,1,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,Puerto-Rico,<=50K
+78288,30,Private,128016,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+75764,39,Private,150057,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+65125,25,Private,258276,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+21481,40,Private,188465,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+88941,25,Self-emp-inc,161007,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+12573,33,Private,403468,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Mexico,<=50K
+71583,53,Federal-gov,181677,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78212,18,Private,120243,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+74809,41,Private,157025,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+77508,25,Private,306908,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+23582,66,Self-emp-not-inc,28061,7th-8th,4,Widowed,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+35745,53,Private,95540,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,1471,0,40,United-States,<=50K
+93713,27,Private,135001,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80442,28,Private,293398,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69232,23,Private,185106,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+51883,29,Self-emp-not-inc,245790,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,80,United-States,<=50K
+37837,26,Private,134004,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+11386,26,Private,205036,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,42,United-States,<=50K
+18054,26,Private,244495,9th,5,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+29345,38,Private,159179,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+83083,36,Private,405155,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+37313,34,Private,177437,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,45,United-States,>50K
+71153,32,Federal-gov,402361,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64545,57,Self-emp-not-inc,184553,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+76902,31,Private,302626,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+87514,38,Private,99138,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+51092,39,Private,112731,HS-grad,9,Divorced,Other-service,Not-in-family,Other,Female,0,0,40,Dominican-Republic,<=50K
+3411,35,Private,192923,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2377,40,United-States,<=50K
+24801,18,Private,761006,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+14486,75,,125784,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+63109,28,Private,182344,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+7836,41,Self-emp-not-inc,117012,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+99201,39,Federal-gov,30673,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+89287,31,Federal-gov,484669,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72876,38,State-gov,314052,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+32613,43,State-gov,38537,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,38,,<=50K
+82212,27,Private,165412,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4321,42,Private,198341,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1902,55,India,>50K
+4376,46,Private,116635,Bachelors,13,Separated,Prof-specialty,Unmarried,Black,Female,0,0,36,United-States,<=50K
+38742,20,Private,185452,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+25147,42,Private,118686,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+78743,69,Private,76939,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79082,47,Federal-gov,160646,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+82051,49,State-gov,126754,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+70275,20,Private,211049,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+77126,52,Private,311931,5th-6th,3,Married-civ-spouse,Sales,Wife,White,Female,0,0,15,El-Salvador,<=50K
+85670,33,Private,283602,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,59,Mexico,<=50K
+39887,18,Private,155021,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,6,United-States,<=50K
+5992,55,Self-emp-not-inc,100569,HS-grad,9,Separated,Farming-fishing,Unmarried,White,Female,0,0,55,United-States,<=50K
+29816,61,Private,380462,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+75696,61,Federal-gov,221943,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,9386,0,40,United-States,>50K
+42558,39,Private,114544,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+29427,30,Private,248584,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+26163,61,Private,227468,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+98610,36,Private,66173,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,0,0,15,United-States,<=50K
+38925,34,Private,107624,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+99049,53,Private,70387,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,4386,0,40,India,>50K
+78239,38,Private,423616,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,36,United-States,>50K
+44310,46,Private,98637,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+33410,27,Local-gov,216013,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+86491,32,Self-emp-not-inc,210926,11th,7,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,Nicaragua,<=50K
+67143,60,Local-gov,255711,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,>50K
+69480,23,Private,77581,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+36176,29,Private,152461,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,14344,0,50,United-States,>50K
+8388,22,Private,203263,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+32630,25,Private,261519,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+85625,29,Private,91189,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+60273,90,Federal-gov,195433,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+73048,37,Local-gov,272471,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+22013,32,Private,311524,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,38,United-States,<=50K
+77288,18,Private,151386,HS-grad,9,Married-spouse-absent,Other-service,Own-child,Black,Male,0,0,40,Jamaica,<=50K
+73272,35,Private,187625,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,65,United-States,<=50K
+44633,50,Private,108933,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,40,United-States,<=50K
+28207,54,Private,135388,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+52322,43,Private,169383,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+91790,28,Self-emp-inc,191129,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,>50K
+37410,51,Private,467611,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+96300,31,Private,373185,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,42,Mexico,<=50K
+25349,69,Private,130060,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Female,2387,0,40,United-States,<=50K
+84552,57,Private,199934,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+97668,71,,116165,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,14,Canada,<=50K
+44856,28,Private,42881,10th,6,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+93963,28,,174666,10th,6,Separated,,Not-in-family,White,Male,0,0,80,United-States,<=50K
+22735,25,Private,169759,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,95,United-States,<=50K
+18198,49,Self-emp-not-inc,181547,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,Columbia,<=50K
+84422,52,Private,95704,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+55886,23,Private,237432,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+71832,32,Private,226267,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+22219,31,Private,159979,Some-college,10,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,50,United-States,<=50K
+64815,30,Private,203488,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+92623,24,Private,403671,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+51392,45,Private,192323,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,66,Yugoslavia,<=50K
+13980,30,Private,167832,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+65768,52,Private,145166,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+57009,42,State-gov,155657,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,25,United-States,<=50K
+13267,49,Private,116789,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+69498,20,Private,39234,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+10029,25,Private,124111,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+63704,41,Private,172828,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,Outlying-US(Guam-USVI-etc),<=50K
+90374,55,Private,143372,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+38950,31,Self-emp-not-inc,265807,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,3137,0,50,United-States,<=50K
+52389,25,State-gov,218184,Bachelors,13,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+95616,32,Private,154087,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+96505,29,Federal-gov,440647,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+73045,37,Private,193952,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,,<=50K
+46923,52,Private,125932,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98155,19,Private,284652,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+42020,21,,214635,Some-college,10,Never-married,,Own-child,White,Male,0,0,24,United-States,<=50K
+52868,43,Private,173316,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79840,39,State-gov,65390,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,<=50K
+69963,40,Self-emp-inc,45054,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+68055,54,Private,185042,1st-4th,2,Separated,Priv-house-serv,Other-relative,White,Female,0,0,40,Mexico,<=50K
+76034,35,Private,117381,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83072,34,Private,258666,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+93630,35,Private,179668,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+94557,57,Private,127277,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+60053,26,Private,192022,Bachelors,13,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+76975,55,Self-emp-not-inc,99551,Bachelors,13,Widowed,Sales,Unmarried,White,Female,0,0,15,United-States,<=50K
+47622,51,Private,208899,Bachelors,13,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+24657,35,Private,287658,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,30,Jamaica,<=50K
+87585,31,Private,196125,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+44467,17,Private,275051,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,8,United-States,<=50K
+60383,38,Private,23892,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+92919,39,Federal-gov,376455,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,50,United-States,>50K
+51640,29,Private,267989,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+90395,39,Private,30269,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+64852,42,Private,204235,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+24750,46,Local-gov,209057,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+99801,73,Private,349347,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,25,United-States,<=50K
+40058,47,Local-gov,154033,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+82244,28,Private,124680,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,70,United-States,<=50K
+72785,27,Private,132805,10th,6,Never-married,Sales,Other-relative,White,Male,0,1980,40,United-States,<=50K
+65419,38,Private,99233,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+49902,19,Private,224849,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+33503,60,Local-gov,101110,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,>50K
+52116,24,Private,184839,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70140,52,Private,302847,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+41586,36,Private,181322,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+39002,26,Local-gov,192213,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Canada,<=50K
+77568,28,State-gov,37250,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,16,United-States,<=50K
+2933,38,Self-emp-inc,140854,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+93449,47,Private,158286,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+91271,50,Private,269095,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+95378,27,Private,279960,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+94110,47,Private,176239,Some-college,10,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+84198,36,Private,115360,10th,6,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,3464,0,40,United-States,<=50K
+29399,49,Private,337666,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+13255,68,,255276,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,48,United-States,>50K
+85701,63,Private,145212,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27321,36,Private,185099,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+24391,42,Private,142756,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+3912,28,Private,156300,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+66282,68,,186266,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,8,United-States,<=50K
+9766,38,Private,219137,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,22,United-States,<=50K
+57309,43,Private,110970,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+21223,49,Private,203067,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+63090,59,Private,148844,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1126,25,Private,154941,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+60212,26,Private,124111,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+45966,59,Private,157303,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+37648,34,Private,113838,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+25316,34,Private,165737,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,43,India,>50K
+28263,67,Private,140849,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+69226,45,Private,200363,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,44,United-States,<=50K
+55564,64,Private,180247,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+21929,51,Private,82578,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,Canada,>50K
+46169,31,Private,227146,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+4165,42,Self-emp-inc,348886,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+15970,65,Private,90907,5th-6th,3,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+97108,23,Private,142766,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,20,United-States,<=50K
+1618,31,Private,246439,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+85758,33,Private,184784,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55915,17,Local-gov,195262,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+19134,63,Private,167967,Masters,14,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,46,United-States,<=50K
+71730,48,Private,145636,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,>50K
+75112,45,Local-gov,170099,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+95707,17,Private,228253,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+32607,26,Local-gov,205570,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24993,38,Federal-gov,506830,Some-college,10,Divorced,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+35171,29,Private,412435,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+10058,44,Private,163331,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+86204,43,Federal-gov,222756,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75519,39,State-gov,318918,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+75838,43,Private,105188,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,Haiti,<=50K
+51201,23,Private,199884,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+72705,19,Private,96483,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+46131,49,Self-emp-not-inc,192203,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,<=50K
+30396,52,Private,203392,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+87121,32,Private,99646,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+46713,38,Private,167440,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,4508,0,40,United-States,<=50K
+74157,25,,210095,5th-6th,3,Never-married,,Unmarried,White,Female,0,0,25,El-Salvador,<=50K
+3884,44,Private,219591,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+23852,63,Private,30270,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+86189,42,Local-gov,226020,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,60,,<=50K
+71175,21,Private,314165,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,Columbia,<=50K
+21717,32,Private,330715,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13876,24,Self-emp-not-inc,35448,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+49685,50,State-gov,172970,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+6371,26,Self-emp-inc,189502,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+50529,35,Private,61518,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+35129,31,Private,574005,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+1593,24,Private,281356,1st-4th,2,Never-married,Farming-fishing,Not-in-family,Other,Male,0,0,66,Mexico,<=50K
+72586,40,Private,138975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,<=50K
+86318,31,Private,176969,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,<=50K
+29691,43,Private,132393,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Poland,<=50K
+15002,44,Private,194924,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+31894,40,Private,478205,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+92816,75,,128224,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+52125,52,Local-gov,30118,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,3137,0,42,United-States,<=50K
+3497,51,Self-emp-not-inc,290688,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+95136,39,State-gov,85566,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+2078,40,Private,121874,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+78152,40,Self-emp-not-inc,29036,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,35,United-States,<=50K
+75385,33,Private,348152,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87058,38,Local-gov,73715,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+69582,29,Private,151382,Assoc-voc,11,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+44234,37,Private,236359,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+76279,37,Private,19899,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,45,United-States,>50K
+2011,19,Private,138760,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+92067,46,Local-gov,354962,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+76995,46,Private,181363,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+44930,37,Private,393360,Some-college,10,Never-married,Protective-serv,Own-child,Black,Male,0,0,30,United-States,<=50K
+16383,34,Private,210736,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+40358,38,Private,110013,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+37475,26,Private,193304,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78363,34,Private,118551,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+55251,57,Private,201991,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+93400,33,Private,157446,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+73022,26,Local-gov,283217,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+32788,20,Private,247794,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,84,United-States,<=50K
+79287,38,Private,43712,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,60,United-States,>50K
+35801,61,Private,35649,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,6,United-States,<=50K
+94000,36,Self-emp-not-inc,342719,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,,>50K
+22849,61,,71467,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3103,0,40,United-States,>50K
+52694,17,Private,271837,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,16,United-States,<=50K
+59264,40,Private,400061,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,United-States,>50K
+50155,18,Private,62972,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+41151,21,Private,174907,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,32,United-States,<=50K
+8468,41,Private,176452,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Peru,<=50K
+5974,46,Private,268358,11th,7,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+6870,55,Federal-gov,176904,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+77857,27,Private,176683,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,52,United-States,<=50K
+32297,39,Private,98077,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,42,United-States,<=50K
+38174,36,Private,266461,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,48,United-States,<=50K
+69242,51,Private,312477,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3908,0,40,United-States,<=50K
+92490,27,Private,604045,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7748,30,Local-gov,131568,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+85373,42,Private,97688,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,47,United-States,<=50K
+99567,23,Private,373628,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+90416,56,Private,367984,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+82905,41,Self-emp-not-inc,193459,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+45085,49,Private,250733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+94242,46,Federal-gov,199725,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Female,0,0,60,United-States,<=50K
+96944,54,Private,156877,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Greece,<=50K
+65650,38,Private,122076,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,43,United-States,>50K
+23188,45,Self-emp-not-inc,216402,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,India,>50K
+3680,50,Self-emp-not-inc,42402,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,30,United-States,>50K
+38287,22,Private,315974,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67762,31,Private,63437,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Ireland,<=50K
+79244,27,Private,160786,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+804,34,Private,85374,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+81934,46,Private,465974,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+38954,47,Private,78529,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+65618,36,State-gov,98037,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+42209,22,Private,178390,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+39775,51,Private,210940,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,2002,45,United-States,<=50K
+53482,43,Private,64506,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+19357,54,Private,128378,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+45210,24,Private,234460,9th,5,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,Dominican-Republic,<=50K
+51762,29,Private,176760,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+40932,40,State-gov,59460,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+72246,18,Private,234428,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+12185,31,Private,215047,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+69053,57,Private,140426,Doctorate,16,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,Germany,>50K
+88894,32,Private,191777,Masters,14,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+89846,48,Private,148995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+1343,24,Private,229773,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+16854,24,Private,174461,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,22,United-States,<=50K
+48102,24,Private,250647,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Guatemala,<=50K
+62582,49,Local-gov,119904,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,30,United-States,>50K
+467,27,Self-emp-not-inc,151402,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1573,70,United-States,<=50K
+18653,37,Private,184556,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+89760,33,Private,263561,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+72533,19,Private,177945,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+87247,45,Private,306889,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+23935,54,Local-gov,54377,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+39284,47,Private,144351,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,625,40,United-States,<=50K
+38815,22,Private,95566,Some-college,10,Married-spouse-absent,Sales,Own-child,Other,Female,0,0,22,Dominican-Republic,<=50K
+90043,20,Private,181675,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22375,36,Private,172129,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+37212,49,,350759,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+23116,58,Self-emp-not-inc,105592,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+91748,20,,200061,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,,<=50K
+41808,34,Self-emp-inc,200689,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+29283,36,Private,386726,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,44,United-States,>50K
+72006,28,Local-gov,135567,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,4101,0,60,United-States,<=50K
+43297,38,Local-gov,282753,Assoc-voc,11,Divorced,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+24739,32,Private,137367,11th,7,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+68968,35,Self-emp-inc,153976,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+79268,51,Self-emp-inc,96062,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+43054,33,Private,152933,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+34023,71,Private,97870,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,15,Germany,<=50K
+49515,48,Private,254291,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+51634,53,Self-emp-not-inc,101432,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+56918,40,Private,125776,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+21096,64,Self-emp-not-inc,165479,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,5,United-States,<=50K
+1396,42,Federal-gov,172307,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,>50K
+26275,25,Private,176729,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79064,66,Private,174276,Some-college,10,Widowed,Sales,Unmarried,White,Female,0,0,50,United-States,>50K
+36484,59,Federal-gov,48102,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,,>50K
+26095,42,Self-emp-not-inc,79531,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+65561,24,Private,306460,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+48505,19,Private,55284,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,25,United-States,<=50K
+66621,26,Private,172063,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+11680,22,Private,141028,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+45846,33,Private,37274,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+55345,63,Private,31389,11th,7,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,12,United-States,<=50K
+25083,20,Private,415913,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+87313,33,Private,295591,5th-6th,3,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+85430,57,,202903,7th-8th,4,Married-civ-spouse,,Wife,White,Female,1173,0,45,Puerto-Rico,<=50K
+94859,56,Private,159770,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52480,70,Self-emp-not-inc,268832,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,24,United-States,>50K
+6870,42,Private,126003,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+37746,25,Local-gov,225193,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+7621,28,Private,297735,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+29641,80,Self-emp-not-inc,225892,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,1409,0,40,United-States,<=50K
+78112,36,Private,605502,10th,6,Never-married,Transport-moving,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+25516,37,Private,174150,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+63071,38,Private,165466,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,>50K
+22981,52,State-gov,189728,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48775,49,Private,360491,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+72981,30,Private,115040,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+97419,36,Private,262688,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,7688,0,50,United-States,>50K
+54886,70,Self-emp-inc,158437,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+66234,55,Private,41108,Some-college,10,Widowed,Farming-fishing,Not-in-family,White,Male,0,2258,62,United-States,>50K
+41185,25,Private,149875,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77998,59,Private,131916,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Italy,>50K
+14185,22,Private,60668,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39706,41,Local-gov,153132,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+75210,62,Private,155256,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+62521,54,Private,244770,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+41793,38,Private,312108,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+99769,52,Private,102828,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+4638,36,Private,93225,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+80476,74,Self-emp-inc,231002,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,>50K
+16962,35,Self-emp-not-inc,256992,5th-6th,3,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,Mexico,<=50K
+56784,41,Private,118721,12th,8,Divorced,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+33945,30,Private,151989,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+49132,25,Private,109112,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+87119,35,Private,589809,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,13550,0,60,United-States,>50K
+14415,38,Private,172538,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+66087,34,State-gov,318982,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1848,40,United-States,>50K
+91327,48,Private,204629,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+85443,50,Self-emp-not-inc,99894,5th-6th,3,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+34612,19,Private,369463,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+1032,51,Private,79324,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+79687,39,Private,61178,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+46403,20,Private,204226,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+78613,17,Private,183110,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+55365,42,Private,96321,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+88424,25,Private,167031,Some-college,10,Never-married,Other-service,Other-relative,Other,Female,0,0,25,Ecuador,<=50K
+56206,36,Private,108997,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+82606,65,Private,176796,Doctorate,16,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60261,32,Self-emp-not-inc,134737,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,United-States,>50K
+56615,33,Self-emp-inc,49795,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+60259,32,State-gov,131588,Some-college,10,Never-married,Tech-support,Unmarried,Black,Female,0,0,20,United-States,<=50K
+93097,25,Private,307643,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+8333,41,Local-gov,351350,Some-college,10,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+93945,44,Private,260761,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+45224,72,Private,156310,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,2414,0,12,United-States,<=50K
+42237,36,Private,207789,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,52,United-States,<=50K
+41198,67,Self-emp-not-inc,252842,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,1797,0,20,United-States,<=50K
+24052,28,Private,294936,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,4064,0,45,United-States,<=50K
+52514,24,Private,196269,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,0,40,United-States,<=50K
+49237,17,Private,46402,7th-8th,4,Never-married,Sales,Own-child,White,Male,0,0,8,United-States,<=50K
+51171,32,Self-emp-not-inc,267161,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,30,United-States,<=50K
+83973,67,Private,160456,11th,7,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95466,21,,123983,Some-college,10,Never-married,,Other-relative,Asian-Pac-Islander,Male,0,0,10,Vietnam,<=50K
+48285,51,Private,123053,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,5013,0,40,India,<=50K
+2511,32,Private,426467,1st-4th,2,Never-married,Craft-repair,Not-in-family,White,Male,3674,0,40,Guatemala,<=50K
+36530,39,Private,269323,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+10550,18,Self-emp-not-inc,42857,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48026,50,Self-emp-not-inc,183915,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+31594,24,Private,211391,10th,6,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+85653,21,Local-gov,193130,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73776,24,Private,86745,Bachelors,13,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,16,United-States,<=50K
+24269,34,Private,226525,Assoc-voc,11,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+38686,68,,270339,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+48911,49,Self-emp-not-inc,343742,10th,6,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+12818,50,Private,150975,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+30490,33,Private,207301,Assoc-acdm,12,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+98304,18,Private,135924,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+55318,45,Private,184277,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,55,United-States,>50K
+19142,20,Private,142233,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+84655,46,Self-emp-inc,120902,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,37,United-States,>50K
+83327,64,Local-gov,158412,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43136,39,Private,126161,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+92294,35,Private,149347,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+14009,21,Private,322674,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+94996,29,Private,55390,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+9818,38,State-gov,200904,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,30,United-States,>50K
+54824,45,Private,166056,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+71876,30,Self-emp-not-inc,116666,Masters,14,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,50,India,>50K
+34302,41,Private,168324,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+16173,37,Private,121772,HS-grad,9,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Hong,<=50K
+16801,45,Private,126889,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,60,United-States,>50K
+47092,20,,401690,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+17030,45,Self-emp-inc,117605,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+29672,20,Federal-gov,410446,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,20,United-States,<=50K
+16535,63,Self-emp-inc,38472,Some-college,10,Widowed,Sales,Not-in-family,White,Female,14084,0,60,United-States,>50K
+66512,35,Self-emp-not-inc,335704,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+86283,24,Private,70261,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+89233,19,Private,47577,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+79724,23,Private,117767,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+20971,34,Private,179641,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+14743,23,,343553,11th,7,Never-married,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+57531,36,Self-emp-not-inc,328466,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,Mexico,>50K
+14261,46,Private,265097,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,5,United-States,<=50K
+18224,38,Local-gov,414791,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+22369,55,Local-gov,48055,12th,8,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27258,27,Private,341672,Some-college,10,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+36209,48,Private,266764,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+9416,35,Private,233571,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,50,United-States,<=50K
+2222,53,Private,126592,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,7688,0,40,United-States,>50K
+7453,47,Private,70754,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+60511,50,Private,138852,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,4650,0,22,United-States,<=50K
+9424,32,Private,175856,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+48567,40,Private,193494,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,46,United-States,<=50K
+98191,41,Private,104334,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+75490,47,Federal-gov,197332,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70592,21,Private,205844,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,25,United-States,<=50K
+34971,45,Local-gov,206459,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+8641,33,Private,202822,7th-8th,4,Never-married,Other-service,Unmarried,Black,Female,0,0,14,Trinadad&Tobago,<=50K
+70013,68,Without-pay,174695,Some-college,10,Married-spouse-absent,Farming-fishing,Unmarried,White,Female,0,0,25,United-States,<=50K
+38760,44,Private,183342,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+51754,49,Private,105614,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+75623,45,Private,329603,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Poland,>50K
+49044,41,Private,77373,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1848,65,United-States,>50K
+79783,29,Private,207473,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Mexico,<=50K
+77537,46,Private,149161,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,,<=50K
+33074,19,Private,311974,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,25,Mexico,<=50K
+98659,56,Private,175127,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+19234,55,Self-emp-not-inc,111625,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+41762,29,Private,48895,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+16387,21,Private,27049,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,25,United-States,<=50K
+21180,38,Private,108907,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+2054,52,Private,94988,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+38638,22,Private,218343,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+16901,20,Private,227626,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,<=50K
+67895,31,Private,272856,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,50,England,<=50K
+10052,39,Private,30916,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+89579,55,Private,276229,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3714,35,Private,289106,Assoc-acdm,12,Separated,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+98619,67,,39100,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,5,United-States,<=50K
+1105,45,Private,192776,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,55,United-States,>50K
+729,61,Private,147280,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+66003,18,Private,187770,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+52092,51,State-gov,213296,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92027,37,Self-emp-not-inc,107410,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+37968,21,,170272,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+86852,32,Private,86808,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+8266,48,Private,149210,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Male,0,0,45,United-States,<=50K
+24766,62,Private,123411,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,53,United-States,<=50K
+37760,21,,306779,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+3174,28,Private,487347,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+41979,19,Private,283945,10th,6,Never-married,Handlers-cleaners,Other-relative,White,Male,0,1602,45,United-States,<=50K
+39525,20,Private,375698,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+20183,41,Private,271753,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+9823,29,Private,251854,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+80213,47,Private,264052,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+72355,43,State-gov,28451,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,>50K
+99592,20,Private,282604,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,20,United-States,<=50K
+28640,29,Private,185908,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,55,United-States,>50K
+82502,51,Federal-gov,198186,Bachelors,13,Widowed,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+42673,40,Private,242521,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+95613,26,Private,337940,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+68520,30,Private,212064,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+51639,36,Private,129263,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+98796,68,Local-gov,144761,HS-grad,9,Widowed,Protective-serv,Not-in-family,White,Male,0,1668,20,United-States,<=50K
+68969,42,Private,109912,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,>50K
+47659,41,Private,113324,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+60880,43,Private,187795,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+97590,20,Private,173724,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+85496,43,Private,185129,Bachelors,13,Divorced,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+5931,53,Private,73134,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+33407,45,Private,236040,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+17192,39,Private,74194,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+45808,31,Local-gov,102130,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+87850,23,Private,140915,Some-college,10,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,0,0,25,Philippines,<=50K
+92321,69,,107575,HS-grad,9,Divorced,,Not-in-family,White,Female,2964,0,35,United-States,<=50K
+45454,38,State-gov,34364,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72465,37,Self-emp-not-inc,258037,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,Cuba,>50K
+19161,18,Private,391585,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+91821,41,Self-emp-not-inc,233130,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,Mexico,<=50K
+20284,30,Private,101345,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,3103,0,55,United-States,>50K
+31645,23,,32897,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+32694,26,Private,248612,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+81175,37,Private,212465,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77340,25,Private,198587,Some-college,10,Never-married,Tech-support,Not-in-family,Black,Female,2174,0,50,United-States,<=50K
+18647,33,Private,405913,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Peru,>50K
+34330,37,Private,588003,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+24047,31,Private,46807,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40580,27,Private,210498,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+55999,35,Private,206951,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+56334,28,Self-emp-not-inc,237466,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,>50K
+57379,59,Private,279636,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,Guatemala,<=50K
+56338,42,Private,29320,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+19296,50,Private,271262,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+21978,27,,29361,Assoc-acdm,12,Never-married,,Not-in-family,White,Female,0,0,45,United-States,<=50K
+75624,32,Private,76773,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+29682,27,Private,109004,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+45435,43,Private,226902,Bachelors,13,Divorced,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+94157,46,Private,176552,11th,7,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+62215,41,Private,182303,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+36338,59,Local-gov,296253,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,8614,0,60,United-States,>50K
+33619,20,Private,218215,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+40272,57,Private,165695,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+4708,46,Self-emp-not-inc,51271,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,4386,0,70,United-States,<=50K
+51755,45,Private,96100,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+8735,29,Local-gov,82393,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Male,0,1590,45,United-States,<=50K
+50818,23,Private,248978,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+80038,46,Private,254367,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,1590,48,United-States,<=50K
+39802,55,,200235,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+50435,58,Private,94429,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+19079,38,Private,87282,Assoc-voc,11,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+3836,29,Private,119793,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,50,United-States,<=50K
+33223,57,,85815,HS-grad,9,Divorced,,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+38429,26,Local-gov,197764,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+38583,42,Private,306982,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+64980,61,Private,80896,HS-grad,9,Separated,Transport-moving,Unmarried,Asian-Pac-Islander,Male,0,0,45,United-States,>50K
+19025,31,Private,197886,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+87259,43,Private,355728,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+83522,47,Private,121124,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,50,United-States,>50K
+75873,51,State-gov,193720,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,>50K
+18978,23,Private,347292,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74420,24,Private,34506,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+82024,25,Private,326370,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,,<=50K
+69716,22,,269221,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+3186,38,Private,63509,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+59925,48,Private,148254,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,16,United-States,>50K
+71697,33,Private,190511,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+84353,46,Private,268022,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,,>50K
+75884,18,Private,20057,7th-8th,4,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+34743,52,Private,206862,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+45605,46,Private,189498,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,45,United-States,>50K
+88210,28,Private,166320,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28646,37,Private,289886,Some-college,10,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,30,Vietnam,<=50K
+48387,23,,86337,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+69808,45,Local-gov,54190,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+98106,17,Private,147069,10th,6,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+55240,56,Private,282023,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+52884,38,Self-emp-inc,379485,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,United-States,<=50K
+90998,81,Private,129338,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,10,United-States,<=50K
+23294,22,Private,99829,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+48346,43,State-gov,182254,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+53270,31,Private,109428,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1740,40,United-States,<=50K
+87819,42,Self-emp-not-inc,351161,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+1832,66,,210750,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+82684,50,Private,132716,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+49094,31,Private,242984,Some-college,10,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9863,35,Private,101509,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89254,21,,509629,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+94514,36,Private,119957,Bachelors,13,Separated,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+67063,33,Private,69727,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+13138,36,Private,204590,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,213,40,United-States,<=50K
+3217,37,,50862,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,<=50K
+55026,50,Private,182907,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+57719,55,Private,206487,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+70745,29,Private,168015,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+62745,24,Private,149396,Some-college,10,Never-married,Other-service,Other-relative,Black,Female,0,0,30,Haiti,<=50K
+89672,39,Federal-gov,184964,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+32700,34,Private,398988,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74978,29,Private,128777,7th-8th,4,Divorced,Craft-repair,Unmarried,White,Female,0,0,55,United-States,<=50K
+40013,60,Private,252413,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,32,United-States,>50K
+87681,33,Private,181372,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+73340,58,Private,216851,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+53240,27,Private,106935,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35877,46,State-gov,363875,Some-college,10,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+24516,63,Private,287277,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74752,38,Self-emp-not-inc,172342,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+24834,23,Private,308498,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,15,United-States,<=50K
+34294,29,Private,122127,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,8614,0,40,United-States,>50K
+52658,31,Private,106437,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,60,United-States,>50K
+74956,49,Self-emp-inc,306289,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+16157,45,Self-emp-inc,201699,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+91561,42,Private,282062,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+97846,48,Private,235108,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+40888,33,Private,339482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84645,24,Private,181820,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+75202,49,Self-emp-not-inc,99335,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+77624,40,Private,367533,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2580,0,40,United-States,<=50K
+23492,57,Private,64960,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,45,United-States,<=50K
+58498,50,Private,269095,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16807,46,Private,58683,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+46471,35,Self-emp-not-inc,89508,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3908,0,60,United-States,<=50K
+7424,19,Private,100999,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+32400,18,Private,34125,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,28,United-States,<=50K
+52162,20,Private,115057,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+48852,42,Private,139126,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+17590,46,Private,104632,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+66139,40,Federal-gov,178866,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+28573,54,Private,139850,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,45,United-States,>50K
+82201,28,Private,61435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+4500,38,Private,309230,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+11517,28,Private,45613,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96201,22,Private,272615,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+37610,31,Private,54318,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+78967,27,Private,165519,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75487,45,Private,48495,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+36430,38,Private,143123,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+35001,67,Self-emp-not-inc,431426,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,20051,0,4,United-States,>50K
+37460,75,Private,256474,Masters,14,Never-married,Protective-serv,Not-in-family,White,Male,0,0,16,United-States,<=50K
+20161,41,Private,191451,Masters,14,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,>50K
+16580,37,Private,99146,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+28796,47,Private,235986,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,50,Cuba,<=50K
+55947,34,Local-gov,429897,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Mexico,>50K
+49964,25,Private,189897,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+85316,52,Private,145155,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8750,27,State-gov,192257,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,2174,0,40,United-States,<=50K
+17768,35,Private,194960,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Other,Male,0,0,40,Puerto-Rico,<=50K
+68398,44,Local-gov,357814,12th,8,Married-civ-spouse,Other-service,Other-relative,White,Female,0,0,35,Mexico,<=50K
+34790,27,Local-gov,137629,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+36590,42,Private,156526,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,33,United-States,<=50K
+49107,26,Private,189238,9th,5,Never-married,Other-service,Own-child,White,Female,0,0,38,El-Salvador,<=50K
+95328,23,Private,202989,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Canada,<=50K
+65698,28,Private,25684,HS-grad,9,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+16118,38,Self-emp-not-inc,192939,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+9478,28,Private,138692,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+29876,29,Private,222249,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+13560,56,Self-emp-not-inc,201318,9th,5,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,3411,0,50,Columbia,<=50K
+56097,23,,190650,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+45793,30,Private,56004,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+45084,48,Private,182313,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+66744,45,Self-emp-not-inc,138962,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,72,,<=50K
+21684,38,Private,277248,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Cuba,>50K
+59080,24,Private,125031,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+29278,47,State-gov,216414,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+93826,22,Private,171176,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,48,,<=50K
+6380,29,Private,356133,Some-college,10,Never-married,Prof-specialty,Other-relative,White,Female,0,0,40,United-States,<=50K
+19249,45,Private,185397,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87227,24,Private,308285,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+55035,40,Private,56651,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+48219,28,Local-gov,154863,9th,5,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Trinadad&Tobago,>50K
+29686,46,Federal-gov,44706,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,>50K
+38215,34,,222548,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,4,United-States,<=50K
+33932,32,Private,248754,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+82847,20,Private,104981,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77859,23,Private,315065,Some-college,10,Never-married,Other-service,Unmarried,White,Male,0,0,35,Mexico,<=50K
+86254,46,Private,188325,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+29901,21,Private,221661,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+32617,59,Private,81973,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+56401,31,Private,169122,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+60466,48,Private,216734,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79648,34,Private,98101,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+71526,19,Private,292511,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+92005,20,Private,122971,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+68826,29,Private,124953,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+10816,54,Private,123011,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+71365,36,Private,76417,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+85045,43,Private,351576,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+83786,46,Federal-gov,33794,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,40,United-States,>50K
+24010,33,Private,79923,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+88367,33,Private,117983,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+7825,36,Private,186110,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+64575,37,Private,187589,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,5178,0,40,United-States,>50K
+45417,37,,319685,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,54,United-States,>50K
+70082,64,,64101,12th,8,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+26559,45,Self-emp-not-inc,162923,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+3433,25,Private,288519,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+66959,28,Private,33798,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+93668,26,Private,195734,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,2354,0,40,United-States,<=50K
+4679,23,Private,214120,HS-grad,9,Never-married,Priv-house-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+30290,24,Private,113515,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29633,58,Self-emp-not-inc,261230,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+695,36,Private,98515,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+49838,46,Private,187715,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+37028,23,,214238,7th-8th,4,Never-married,,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+96283,32,Private,123964,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4386,0,50,United-States,<=50K
+11595,26,Private,68991,HS-grad,9,Never-married,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+89295,52,Private,292110,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62036,19,Private,198320,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+16914,33,Private,709798,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+33804,60,Private,372838,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77981,39,Private,160402,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,38,United-States,<=50K
+57062,45,Private,98475,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+27996,37,Local-gov,97136,Some-college,10,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+34901,29,Private,136985,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+72520,53,Private,187356,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,66,United-States,<=50K
+93309,46,State-gov,107231,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1740,40,United-States,<=50K
+30527,20,Private,305874,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+90936,39,Private,290922,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+5857,48,Private,248254,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,7298,0,40,United-States,>50K
+54117,38,Private,160808,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,4386,0,48,United-States,<=50K
+26461,36,Private,247321,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+14619,53,Private,247651,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,56,United-States,<=50K
+65482,29,Private,214702,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1974,35,United-States,<=50K
+87608,64,Private,75577,7th-8th,4,Married-civ-spouse,Adm-clerical,Husband,White,Male,2580,0,50,United-States,<=50K
+76034,34,Private,561334,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+95226,36,,224886,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+95123,41,Local-gov,401134,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+31006,34,Private,258170,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+61398,68,,141181,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+78673,37,Private,292370,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,50,,>50K
+45634,22,Private,300871,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+13592,43,Private,136721,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+3271,19,,140399,Some-college,10,Never-married,,Other-relative,White,Female,0,0,30,United-States,<=50K
+89226,36,Private,109133,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49222,47,Private,186534,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+12049,25,Private,226891,Assoc-voc,11,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,40,,<=50K
+89092,33,Private,241885,Some-college,10,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19096,27,Private,97165,Some-college,10,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+40978,33,Private,212918,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,70,United-States,<=50K
+92513,24,Private,211585,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+34094,47,Local-gov,178309,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87116,48,Self-emp-inc,481987,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+23229,28,Private,215211,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+39578,33,Local-gov,194901,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+58073,44,Private,340885,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1977,40,United-States,>50K
+51850,33,Local-gov,190290,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+42956,26,Private,188569,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+86912,22,Private,162282,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+40868,34,Private,287315,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+66165,31,Self-emp-inc,304212,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,45,United-States,<=50K
+67408,73,,200878,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+11247,38,Local-gov,256864,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+62194,51,Self-emp-not-inc,46401,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+24734,36,Private,37778,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+49958,29,Private,191722,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,54,United-States,>50K
+44045,64,Self-emp-not-inc,103643,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,>50K
+58652,24,Private,143766,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,55,United-States,<=50K
+42649,21,State-gov,204425,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+20613,28,Private,156257,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+38971,18,,113185,11th,7,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+43419,41,Self-emp-inc,112262,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+88888,17,Private,28031,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+65112,58,Private,320102,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+70542,50,Self-emp-not-inc,334273,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,8,United-States,<=50K
+74536,30,Private,356015,11th,7,Married-spouse-absent,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+67648,47,Private,278900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87619,24,Private,142528,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+63400,50,Federal-gov,343014,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+88396,29,Private,201017,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,Scotland,<=50K
+71522,31,Self-emp-not-inc,81030,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+81083,40,Self-emp-not-inc,34007,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+99926,31,Private,29662,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+59136,53,Private,347446,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+60857,33,Private,90668,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42310,43,Private,190403,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+24691,56,Private,109015,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,50,United-States,>50K
+67571,38,Private,234807,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+47773,18,Private,157131,11th,7,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+66869,50,Private,94081,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+36146,78,Private,135566,HS-grad,9,Widowed,Sales,Unmarried,White,Female,2329,0,12,United-States,<=50K
+54840,27,Private,103164,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+43078,19,Private,570002,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+64882,24,State-gov,215797,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50762,20,Private,289405,Some-college,10,Never-married,Sales,Own-child,White,Male,0,1602,15,United-States,<=50K
+63792,25,Private,239461,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+66241,34,Private,101510,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,>50K
+64818,30,Self-emp-inc,443546,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+1709,37,Federal-gov,141029,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87223,38,Private,207202,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+80115,67,Without-pay,137192,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,12,Philippines,<=50K
+94516,35,Private,222989,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+87141,75,Self-emp-not-inc,36325,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+53010,47,Private,73394,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+31926,23,Private,249046,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+81256,51,Federal-gov,100653,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+44945,42,Local-gov,1125613,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+37538,32,Private,101352,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,32,United-States,>50K
+66540,54,Private,340476,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+55032,20,Private,192711,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+58150,39,Private,273362,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+75530,41,Private,100451,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,38,United-States,>50K
+82194,35,Private,85399,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+27209,45,Local-gov,168191,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+12171,27,Private,153475,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60618,61,Self-emp-not-inc,196773,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+54831,41,Private,180138,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+1670,22,Private,48347,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+63903,55,Private,175071,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,15024,0,40,United-States,>50K
+34414,66,,129476,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+62972,25,Private,181772,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14945,20,Private,284317,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+37185,20,Private,237305,Some-college,10,Never-married,Machine-op-inspct,Other-relative,Black,Female,0,0,35,United-States,<=50K
+10785,67,Self-emp-inc,111321,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+45542,44,Private,278476,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+81993,42,Private,39060,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+74024,29,Local-gov,205262,Some-college,10,Never-married,Adm-clerical,Not-in-family,Other,Male,0,0,40,Ecuador,<=50K
+92984,48,Private,198000,Some-college,10,Never-married,Craft-repair,Unmarried,White,Female,0,0,38,United-States,>50K
+75347,25,Private,397962,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+98626,31,Private,178370,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,99,United-States,>50K
+54175,48,Private,121253,Bachelors,13,Married-spouse-absent,Sales,Unmarried,White,Female,0,2472,70,United-States,>50K
+24377,40,Private,56072,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+6253,26,Private,176756,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+62311,28,Private,60374,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+99564,52,Private,165681,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+69503,41,Self-emp-not-inc,287037,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+66295,39,Self-emp-not-inc,55568,Bachelors,13,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,50,United-States,<=50K
+85952,48,Private,155509,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,16,Trinadad&Tobago,<=50K
+23247,19,Private,201178,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+20308,27,Private,37250,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1651,40,United-States,<=50K
+51672,59,Private,314149,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,1740,50,United-States,<=50K
+98777,19,Private,264593,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+30975,32,Private,159589,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+25423,39,Private,454915,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+33076,33,Private,285131,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+27363,38,Private,150057,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+25039,27,Private,55390,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+73883,23,Private,314894,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+1410,59,,184948,Assoc-voc,11,Divorced,,Not-in-family,White,Male,0,0,48,United-States,<=50K
+24084,25,Local-gov,124483,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+49317,37,Self-emp-inc,97986,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,<=50K
+3272,31,Private,210562,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+81179,24,Private,233280,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,37,United-States,<=50K
+63198,53,Local-gov,164300,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,Dominican-Republic,<=50K
+64268,26,Private,227489,Some-college,10,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,,<=50K
+30072,25,Private,263773,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+20959,59,Private,96459,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+87987,39,Federal-gov,116608,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+60563,28,Private,180007,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+39285,22,Private,305466,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+59789,20,Private,238917,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+52922,25,Private,129784,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+45305,27,Private,367390,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+2552,20,Private,235691,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+25275,63,,166425,Some-college,10,Widowed,,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+30731,43,Self-emp-not-inc,160369,10th,6,Divorced,Farming-fishing,Unmarried,White,Male,0,0,25,United-States,<=50K
+58669,39,Private,206298,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95245,27,Private,183523,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+75372,17,Private,217342,10th,6,Never-married,Sales,Own-child,White,Female,0,0,5,United-States,<=50K
+54293,40,State-gov,141858,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,72,United-States,<=50K
+40466,50,Private,213296,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+23865,23,Self-emp-inc,201682,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+26934,60,Private,178312,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,65,United-States,>50K
+68065,30,Private,269723,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25004,24,Private,200593,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+38615,23,Private,32616,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+50390,24,Private,259510,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,30,United-States,<=50K
+44871,45,Self-emp-not-inc,271828,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+73188,58,Self-emp-inc,78104,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+55559,22,Private,113703,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,20,United-States,<=50K
+56827,41,Private,187802,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38690,48,Private,440706,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+66719,31,Private,191834,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+26969,33,Private,149184,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+16077,49,Self-emp-inc,315998,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+9473,30,Private,159589,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+20590,38,Private,60313,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2853,58,Local-gov,32855,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+82521,58,Private,142326,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+70186,61,Self-emp-not-inc,201965,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+57152,58,Private,172333,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+17896,32,Private,206541,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+11740,33,Self-emp-not-inc,177828,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+92711,28,Private,303440,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+46387,22,Private,89991,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,11,United-States,<=50K
+16994,35,Private,186009,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+65540,59,Private,170988,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+23777,45,Self-emp-inc,180239,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7688,0,40,,>50K
+95682,50,Self-emp-not-inc,213654,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+85859,56,Self-emp-inc,32316,12th,8,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36699,36,Self-emp-not-inc,150371,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85729,18,,387871,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+78584,28,Private,314649,Some-college,10,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+84125,42,Private,240255,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+76309,60,Private,206339,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+80448,41,Self-emp-inc,230168,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,91,United-States,<=50K
+46849,42,Private,171424,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,45,United-States,>50K
+90104,36,Private,148581,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+65280,52,Local-gov,89705,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+28720,42,Self-emp-not-inc,248406,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+64015,26,Local-gov,72594,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,55,United-States,>50K
+79159,31,Local-gov,137537,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+1513,47,Private,225065,5th-6th,3,Separated,Sales,Unmarried,White,Female,0,0,40,Mexico,<=50K
+18192,35,Private,217274,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+21284,19,Private,69151,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+45069,59,Self-emp-not-inc,81107,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,80,United-States,>50K
+50046,38,Private,205852,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+43183,36,Private,201117,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+13469,35,Private,397307,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+29984,39,Private,115422,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+1354,64,Private,114994,Some-college,10,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62436,17,Local-gov,39815,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+49052,49,Private,151584,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,32,United-States,<=50K
+56400,19,Private,164938,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+27963,36,Self-emp-not-inc,179896,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,3137,0,40,United-States,<=50K
+92337,26,Private,253841,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+10103,27,Private,177955,5th-6th,3,Never-married,Priv-house-serv,Other-relative,White,Female,2176,0,40,El-Salvador,<=50K
+15771,66,Private,113323,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,40,United-States,>50K
+88377,38,Private,320305,7th-8th,4,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+77116,25,Private,229287,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,0,25,United-States,<=50K
+31800,19,Private,100790,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+93533,30,Private,331419,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,4787,0,50,United-States,>50K
+46919,22,Private,171419,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+82904,60,Private,202226,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,44,United-States,>50K
+57668,54,Private,308087,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,18,United-States,>50K
+83838,46,Private,220124,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,37,United-States,<=50K
+42518,33,State-gov,31703,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+55711,51,Local-gov,153908,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40423,43,Private,180599,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+11773,18,,252046,HS-grad,9,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+47944,60,Self-emp-inc,160062,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+18847,39,Self-emp-not-inc,148443,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+89994,23,Private,91733,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,3325,0,40,United-States,<=50K
+84553,39,Private,176634,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7049,40,Local-gov,74949,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77541,48,Private,165484,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+73452,24,Private,44738,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+56489,32,Private,130040,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42124,31,Self-emp-not-inc,234537,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+87423,39,Private,179016,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+65445,27,Private,335421,Masters,14,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+57962,45,State-gov,312678,Masters,14,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,38,United-States,<=50K
+71663,22,,313786,HS-grad,9,Divorced,,Other-relative,Black,Female,0,0,40,United-States,<=50K
+33677,31,Private,198751,Bachelors,13,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+67016,63,Private,131519,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+65634,45,Private,285060,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+14272,28,State-gov,189765,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+95836,23,Private,130905,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+345,50,Private,146325,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+66554,33,Private,102821,12th,8,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+60593,22,,137876,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+68493,27,Private,388998,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,13550,0,46,United-States,>50K
+78431,29,Private,82910,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+7602,36,Private,309122,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+6035,60,Private,532845,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,>50K
+19563,46,Private,195833,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,,<=50K
+7615,67,,98882,Masters,14,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12259,20,,133515,Some-college,10,Never-married,,Own-child,White,Female,0,0,15,France,<=50K
+73506,23,Private,55215,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,55,United-States,<=50K
+87369,38,Self-emp-inc,176357,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+36532,60,Private,185836,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+36385,20,Self-emp-not-inc,54152,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,35,United-States,<=50K
+48513,37,Private,212437,Some-college,10,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,48,United-States,<=50K
+53199,37,Private,224566,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+26180,58,Private,200040,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+59108,25,Private,41526,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,30,Canada,<=50K
+18222,27,Private,89598,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,60,United-States,<=50K
+7674,33,Private,323811,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+82340,43,State-gov,30824,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16437,21,Federal-gov,181096,Some-college,10,Never-married,Tech-support,Own-child,Black,Male,0,0,20,United-States,<=50K
+91965,45,Private,217953,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,Mexico,<=50K
+61591,44,Private,222635,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+7986,52,,121942,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+79740,53,Private,346871,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,4787,0,46,United-States,>50K
+23075,31,Private,184889,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,20,United-States,<=50K
+37466,18,Federal-gov,101709,11th,7,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,15,Philippines,<=50K
+74591,20,Private,125010,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+51027,32,Private,53135,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14137,48,Private,498328,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+29451,46,Private,604380,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+58871,28,Private,174327,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+66356,27,Self-emp-not-inc,357283,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+33963,18,Federal-gov,280728,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,32,United-States,<=50K
+8243,69,Self-emp-not-inc,185039,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,12,United-States,>50K
+11261,50,Self-emp-inc,251240,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+24183,43,Private,143046,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Greece,<=50K
+69414,32,Private,210541,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+15011,43,Private,172364,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,<=50K
+32225,52,Self-emp-not-inc,138611,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,55,United-States,>50K
+58662,50,Private,176227,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+9217,35,Private,139647,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+37388,20,,174461,HS-grad,9,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+40355,73,,123345,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,65,United-States,<=50K
+66158,46,Private,164427,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+6086,58,Private,205235,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+27384,46,Self-emp-inc,192779,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+78537,40,Private,163434,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+37639,25,Private,264055,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+96992,22,Private,336215,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+43962,33,Federal-gov,78307,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+96613,49,Federal-gov,233059,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52539,62,Private,91433,10th,6,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+98715,56,Local-gov,157525,Some-college,10,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+33062,24,Private,86065,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Female,0,0,40,Mexico,<=50K
+92741,42,Private,22831,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42923,41,Private,180181,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+99185,23,Private,212617,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,66,Ecuador,<=50K
+59887,22,,125905,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+2474,35,Private,336793,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+72306,42,Private,314649,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,0,0,40,,<=50K
+54853,22,Private,283969,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Mexico,<=50K
+70267,32,Self-emp-not-inc,35595,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+94556,25,Private,410240,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+66046,66,Private,178120,5th-6th,3,Divorced,Priv-house-serv,Not-in-family,Black,Female,0,0,15,United-States,<=50K
+65093,26,State-gov,294400,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,<=50K
+9989,46,Private,65353,Some-college,10,Divorced,Transport-moving,Own-child,White,Male,3325,0,55,United-States,<=50K
+3916,55,Private,189719,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+84151,24,Private,23438,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+49787,25,Private,178037,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+49308,22,Private,109815,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64926,31,Private,197860,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10611,30,Private,271933,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+17406,54,Private,141663,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,15,United-States,<=50K
+47,19,,199609,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+74470,56,Private,92215,9th,5,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,>50K
+99073,47,Private,93449,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+32294,29,Private,235393,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+16460,53,Private,151864,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+71559,22,Private,189277,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+91794,50,,204577,Bachelors,13,Married-civ-spouse,,Husband,Black,Male,0,1902,60,United-States,>50K
+78642,42,Private,344572,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+89317,21,Private,265356,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+16001,36,Self-emp-inc,166880,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,70,United-States,<=50K
+9757,60,Private,188650,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,>50K
+2141,69,Private,213249,Assoc-voc,11,Widowed,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+24998,31,Private,112627,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+41321,48,Private,125120,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,55,United-States,<=50K
+27549,23,Private,60409,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+50973,24,Private,243190,Assoc-acdm,12,Separated,Craft-repair,Unmarried,Asian-Pac-Islander,Male,8614,0,40,United-States,>50K
+40803,47,Private,583755,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+80536,36,Private,68089,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+47102,39,Private,306646,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+29588,22,Private,186573,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,46,United-States,<=50K
+59412,27,Private,279580,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,10520,0,45,United-States,>50K
+17836,36,Private,437909,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+11859,54,Private,420691,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+74268,33,Federal-gov,94193,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+35729,42,Private,154076,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+28551,52,Private,145879,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+690,23,Private,208946,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,32,United-States,<=50K
+806,33,Private,231826,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+83429,30,Private,178587,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+44699,35,Private,213208,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,38,Jamaica,<=50K
+7528,35,,139770,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,>50K
+26042,27,Private,153869,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,37,United-States,<=50K
+87318,24,Private,88676,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+25309,44,Local-gov,151089,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+13421,62,Private,138621,Assoc-voc,11,Separated,Priv-house-serv,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+88397,45,Private,30457,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+21679,75,Self-emp-not-inc,213349,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+91494,47,Private,192776,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+32122,64,Private,192884,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+47274,54,Private,103024,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Male,0,0,42,United-States,>50K
+78031,41,Federal-gov,510072,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+44789,33,Private,178615,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87924,20,Private,249956,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+96045,51,Private,177705,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+41510,45,Self-emp-inc,121124,Prof-school,15,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+80621,18,,25837,11th,7,Never-married,,Own-child,White,Male,0,0,72,United-States,<=50K
+89496,43,Private,557349,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Yugoslavia,<=50K
+20301,30,Private,89735,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,1504,40,United-States,<=50K
+22185,32,Private,222548,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+22176,45,Private,47314,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,,>50K
+1284,61,Private,316359,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86034,21,Private,200089,1st-4th,2,Married-civ-spouse,Other-service,Other-relative,White,Male,0,0,40,England,<=50K
+8356,56,Private,271795,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,49,United-States,<=50K
+1235,28,Private,31801,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,60,United-States,<=50K
+10710,23,Private,196508,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,40,United-States,<=50K
+5106,55,Private,189933,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,84,United-States,<=50K
+75820,27,,501172,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,419,20,Mexico,<=50K
+84920,33,Private,361497,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+97601,22,Private,150175,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+30396,43,Local-gov,155106,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+77925,32,Self-emp-not-inc,62272,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+44989,38,Private,189916,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+65509,18,Private,324011,9th,5,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+7407,35,Private,105803,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+98559,67,,53588,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+10350,29,Private,107998,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+72037,19,Private,340567,1st-4th,2,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,Mexico,<=50K
+18107,39,Private,167777,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+44255,29,Private,228860,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+31746,45,Self-emp-inc,40666,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+36372,44,Private,277488,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+58018,42,Local-gov,195897,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62039,34,Private,242984,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4739,52,Local-gov,236497,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+22195,18,,312634,11th,7,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+42052,64,Private,59829,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,France,<=50K
+75562,30,Private,24292,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+73334,43,Local-gov,180407,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,42,Germany,<=50K
+33882,49,Self-emp-not-inc,121238,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+88857,35,Private,281982,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30583,37,Self-emp-not-inc,348739,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+6733,49,Private,194189,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+43064,19,Private,329130,11th,7,Separated,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+57450,22,Private,205939,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,2202,0,4,United-States,<=50K
+57337,31,Private,62165,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+29064,26,Private,224361,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+88221,44,Private,34722,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+53027,38,Private,175972,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+16154,33,Self-emp-not-inc,359428,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+41963,24,,138504,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,37,United-States,<=50K
+87495,18,Private,268952,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+12166,32,Private,257978,Assoc-voc,11,Widowed,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+31385,27,Private,118799,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41566,28,State-gov,78356,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,Jamaica,<=50K
+30074,30,Self-emp-not-inc,609789,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89866,33,Private,123157,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,38,United-States,<=50K
+12887,74,Private,84197,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,10,United-States,<=50K
+97572,36,Private,162312,HS-grad,9,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,70,South,<=50K
+66988,36,Private,138441,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,55,United-States,<=50K
+1597,29,Private,239753,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2057,20,United-States,<=50K
+95379,39,Private,262158,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+80741,25,Self-emp-inc,133373,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,80,United-States,<=50K
+76862,21,Private,57916,HS-grad,9,Separated,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+37501,39,State-gov,142897,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+66983,38,Private,161016,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+9739,20,Private,227491,HS-grad,9,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,25,United-States,<=50K
+31974,51,Private,306790,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+1225,21,Private,33831,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+83831,36,Private,188972,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+72090,50,Private,313546,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+27044,38,Private,220585,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+27165,25,Local-gov,476599,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+65986,23,Private,163665,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+3783,36,Private,306646,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+95877,41,Private,206470,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Germany,<=50K
+93285,34,Private,169583,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+38829,19,State-gov,127085,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+4317,18,Private,152044,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,3,United-States,<=50K
+51766,36,Private,111387,10th,6,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+69890,46,Private,102318,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+16753,29,Private,213692,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+21523,23,Private,163665,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,32,United-States,<=50K
+52371,35,Private,30529,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+99529,35,Private,290226,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+87220,40,Private,182136,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34890,22,Private,73266,Some-college,10,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+70741,19,State-gov,60412,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+68408,70,Private,187891,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+60389,38,Private,194304,Some-college,10,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+78285,35,Private,160910,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+20791,25,Private,148300,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+61475,39,Private,165743,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+78634,50,Private,123174,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,37,,>50K
+1931,43,Private,184018,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+99254,37,Federal-gov,188069,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Philippines,>50K
+48796,51,Private,138852,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,7298,0,40,El-Salvador,>50K
+75178,29,,78529,10th,6,Separated,,Unmarried,White,Female,0,0,12,United-States,<=50K
+88228,20,Private,164441,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+78846,21,Private,199419,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+24088,47,Private,181342,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,0,0,40,United-States,<=50K
+21719,44,Private,173382,Assoc-acdm,12,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+58713,17,Private,184924,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,1719,15,United-States,<=50K
+92591,25,Private,215384,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93680,43,State-gov,424094,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+33779,46,Federal-gov,212120,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+28521,42,Private,185764,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+23150,46,Local-gov,133969,Masters,14,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+73620,22,Private,32616,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+17936,49,Private,149210,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+28595,21,Private,161210,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+63631,53,Private,285621,Masters,14,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+3046,43,Private,282069,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,42,United-States,<=50K
+55626,22,Private,97508,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+78876,33,Private,356823,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,10520,0,45,United-States,>50K
+22758,28,Private,171133,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+91301,25,Private,231638,Some-college,10,Never-married,Tech-support,Unmarried,White,Female,0,0,24,United-States,<=50K
+87667,40,Private,191342,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,China,>50K
+47192,50,Private,226497,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+18255,48,Self-emp-not-inc,373606,Some-college,10,Divorced,Sales,Unmarried,White,Male,0,0,65,United-States,>50K
+47098,30,Private,39150,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+2376,33,Private,288840,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+47269,34,Private,293703,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+82622,42,Private,79586,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+19386,48,Self-emp-not-inc,82098,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,65,United-States,<=50K
+57088,38,Private,245372,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+84848,29,Private,78261,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+59603,33,Private,355996,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69252,64,Private,218490,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,27828,0,55,United-States,>50K
+26279,44,Private,110908,Assoc-voc,11,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,25,United-States,<=50K
+25923,42,Federal-gov,34218,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+41016,49,Private,248895,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+65429,25,Private,363707,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+94783,33,Private,272411,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86121,38,Private,128033,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+48915,20,Private,177287,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+35143,44,Private,197344,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+62936,45,Private,285858,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+5573,27,Self-emp-inc,193868,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+96855,18,Private,232082,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+30283,38,Private,27408,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+23163,45,Private,247043,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+54464,27,Local-gov,162404,HS-grad,9,Never-married,Protective-serv,Not-in-family,Black,Male,2174,0,40,United-States,<=50K
+75291,64,Private,236341,5th-6th,3,Widowed,Other-service,Not-in-family,Black,Female,0,0,16,United-States,<=50K
+36112,66,Local-gov,179285,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3432,0,20,United-States,<=50K
+46511,34,Private,30433,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+15104,45,Self-emp-not-inc,102771,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+78762,42,Self-emp-not-inc,221172,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+7612,32,Private,108116,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+52156,26,Private,375499,10th,6,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,20,United-States,<=50K
+51283,27,Private,178688,Assoc-voc,11,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+30510,21,Private,276709,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+51627,23,,238087,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+61158,47,Private,84790,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+75267,20,State-gov,37482,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+94786,46,State-gov,178686,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+15270,35,,153926,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,0,0,40,United-States,<=50K
+52463,55,Private,110748,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+23780,28,Private,116613,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,24,United-States,<=50K
+22241,21,Private,108687,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+7230,36,Private,365739,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91420,29,Private,195284,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+84514,38,Private,125933,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+36819,37,Private,140854,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+70896,81,Self-emp-not-inc,193237,1st-4th,2,Widowed,Sales,Other-relative,White,Male,0,0,45,Mexico,<=50K
+30783,41,Private,46870,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36058,29,Private,351324,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+2055,30,Self-emp-not-inc,189265,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44924,25,Private,236564,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+2033,42,Federal-gov,557644,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+92225,30,Private,374454,HS-grad,9,Divorced,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+16627,65,,160654,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+12895,18,Private,122775,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+45265,26,Private,214413,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Male,6497,0,48,United-States,<=50K
+38961,30,Private,329425,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,48,United-States,<=50K
+60701,61,Private,178312,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,<=50K
+96478,21,Private,241951,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+5642,53,Private,130143,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+60353,41,Self-emp-inc,114580,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,2415,55,United-States,>50K
+82552,43,Self-emp-inc,130126,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+52915,60,Private,399387,7th-8th,4,Separated,Priv-house-serv,Unmarried,Black,Female,0,0,15,United-States,<=50K
+88914,47,Private,163814,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53262,48,Private,69586,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+14596,32,Private,237903,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+67117,25,,219897,Masters,14,Never-married,,Not-in-family,White,Female,0,0,35,Canada,<=50K
+55712,31,Private,243165,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+29432,33,State-gov,173806,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+45281,27,Self-emp-not-inc,65308,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+7930,44,Private,408531,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,>50K
+32585,44,Private,235786,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,45,United-States,>50K
+4178,37,Private,314963,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+31649,34,Private,81206,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+30536,51,Federal-gov,293196,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+9173,51,Private,95329,Masters,14,Divorced,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+84844,25,Local-gov,45474,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+79910,25,Private,372728,Bachelors,13,Never-married,Other-service,Not-in-family,Black,Female,0,0,24,Jamaica,<=50K
+18490,29,Federal-gov,116394,Bachelors,13,Married-AF-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+58713,36,Self-emp-not-inc,34180,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,70,United-States,>50K
+87279,55,Private,327589,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1328,39,Private,706180,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+73792,31,Private,32550,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+63934,31,Private,173858,Prof-school,15,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+29502,51,Self-emp-inc,230095,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+89915,30,Private,139012,Assoc-voc,11,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,2463,0,40,Vietnam,<=50K
+17296,62,Private,174711,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+3493,37,Private,171150,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+97191,30,Self-emp-inc,77689,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+69108,27,Private,193898,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,52,United-States,<=50K
+75292,32,Private,195000,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,45,United-States,>50K
+74660,23,Private,303121,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+21738,35,Self-emp-not-inc,188540,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+73308,46,Private,158656,Assoc-acdm,12,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+20035,45,Self-emp-inc,204196,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,>50K
+74154,27,Private,183802,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+20870,46,Private,148995,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+88637,22,Private,190903,11th,7,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+91514,37,State-gov,173780,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,30,United-States,<=50K
+63266,42,Private,251239,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+98470,45,Private,112761,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+97519,33,State-gov,425785,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+39419,46,Private,197731,Assoc-voc,11,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+98531,24,Private,119156,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+10631,56,Private,133819,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87131,34,Private,185556,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,12,United-States,>50K
+64247,50,Private,109277,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+9759,48,Self-emp-inc,36020,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+10568,45,Private,45857,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,36,United-States,<=50K
+56361,55,Private,184882,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,50,United-States,>50K
+52893,41,State-gov,342834,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40783,66,Private,234743,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,24,United-States,<=50K
+86246,29,Federal-gov,106179,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,1408,40,United-States,<=50K
+49999,37,Private,177895,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,5013,0,40,United-States,<=50K
+28757,63,,257876,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+20923,61,Private,86067,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+1185,64,Private,66634,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,27828,0,50,United-States,>50K
+34889,35,Private,138441,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,35,United-States,<=50K
+70077,22,Private,279802,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+52558,58,Private,407138,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2936,0,50,Mexico,<=50K
+18729,58,Private,31732,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+19605,24,Private,204172,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,48,United-States,<=50K
+8777,34,Private,100593,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,6,United-States,<=50K
+48707,33,Local-gov,162623,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+36312,33,Self-emp-not-inc,80933,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+97392,17,Private,47425,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+41759,27,Private,107812,Bachelors,13,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,>50K
+31199,20,Self-emp-inc,104443,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+62026,52,Private,117496,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,1755,40,United-States,>50K
+86229,30,Private,209691,7th-8th,4,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93479,22,Private,314525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6631,20,Private,190772,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+59425,64,Local-gov,199298,5th-6th,3,Divorced,Other-service,Not-in-family,White,Female,0,0,45,,<=50K
+26915,49,Private,187370,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+69959,38,Private,216129,Bachelors,13,Divorced,Other-service,Not-in-family,Black,Female,0,0,60,,<=50K
+33145,46,Federal-gov,219293,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,80,United-States,>50K
+10403,17,Private,136363,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+70889,45,Private,233799,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+62304,27,Private,207611,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+87803,45,Self-emp-inc,178344,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+59187,26,Self-emp-inc,187652,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,78,United-States,>50K
+74185,23,Private,188545,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,1974,20,United-States,<=50K
+72890,44,Local-gov,58124,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+97822,36,Private,321733,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+72692,35,Private,206253,9th,5,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83805,24,,152140,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+45486,56,Private,76281,Bachelors,13,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+73906,47,Private,606752,Masters,14,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45630,32,Private,29933,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,>50K
+57514,29,Private,114158,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,3325,0,10,United-States,<=50K
+56307,55,,227203,Assoc-acdm,12,Married-spouse-absent,,Not-in-family,White,Female,0,0,5,United-States,<=50K
+58653,35,Self-emp-inc,65624,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+19828,37,Private,34146,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,68,United-States,<=50K
+38141,36,Self-emp-not-inc,34378,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,3908,0,75,United-States,<=50K
+44992,33,Private,141490,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,<=50K
+83439,34,Private,199227,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+25153,24,Private,224954,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+52139,25,Private,231357,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+96001,31,Self-emp-inc,113530,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+97034,38,Private,22245,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84858,30,Private,36383,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,>50K
+16998,35,Private,320305,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,<=50K
+43978,67,,201657,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,60,United-States,<=50K
+95437,34,Private,48935,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+65201,46,Private,101455,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+27194,19,Local-gov,243960,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,16,United-States,<=50K
+66608,26,Private,90915,Assoc-acdm,12,Never-married,Other-service,Own-child,Black,Female,0,0,15,United-States,<=50K
+46872,28,Private,315287,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+49802,47,Private,106255,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6733,49,Local-gov,215895,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Italy,>50K
+63116,33,Self-emp-not-inc,170979,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+81154,44,Private,210525,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+79986,30,Private,195488,HS-grad,9,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,Guatemala,<=50K
+28481,18,Private,152246,Some-college,10,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,16,United-States,<=50K
+60220,60,Self-emp-not-inc,187794,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,60,United-States,>50K
+17642,44,Private,110396,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,14084,0,56,United-States,>50K
+53124,81,,89391,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,>50K
+44973,43,State-gov,254817,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56768,35,Private,41777,12th,8,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+49766,58,Self-emp-not-inc,234841,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+95327,32,Private,79586,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+94972,40,Private,115331,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+13877,32,Private,63564,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+82262,21,Private,132053,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,1721,35,United-States,<=50K
+90915,44,Private,370502,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,Mexico,<=50K
+76446,33,Private,59083,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,45,United-States,>50K
+29390,25,Private,69413,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+69932,42,Private,32981,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96506,27,Private,176683,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+80462,62,,144116,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+62445,31,Self-emp-not-inc,209213,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,,<=50K
+24770,33,State-gov,150657,Bachelors,13,Never-married,Prof-specialty,Other-relative,Black,Female,0,0,40,United-States,<=50K
+88242,50,Self-emp-not-inc,124793,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+88434,50,Private,22211,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+84057,46,Private,270565,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+84439,22,Private,38251,Assoc-acdm,12,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+7860,66,State-gov,162945,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,Black,Male,20051,0,55,United-States,>50K
+9205,52,Private,195638,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+5439,57,Self-emp-not-inc,118806,1st-4th,2,Widowed,Craft-repair,Other-relative,White,Female,0,1602,45,Columbia,<=50K
+72297,41,Self-emp-not-inc,44006,Assoc-voc,11,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+66525,42,Private,119679,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1579,42,United-States,<=50K
+55813,19,Private,333953,12th,8,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+46227,45,Local-gov,172111,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,<=50K
+26765,51,Self-emp-not-inc,32372,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,0,0,99,United-States,<=50K
+64953,69,,117525,Assoc-acdm,12,Divorced,,Unmarried,White,Female,0,0,1,United-States,<=50K
+3518,45,Self-emp-not-inc,123681,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+79474,48,Private,317360,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+53635,60,Federal-gov,119832,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+68081,42,Private,135056,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+13239,19,State-gov,135162,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+81923,39,Self-emp-not-inc,194004,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+28679,46,Private,177633,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+39406,58,Local-gov,212864,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,3908,0,40,United-States,<=50K
+86510,36,Private,30509,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+73089,21,Private,118712,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+22625,41,Private,199018,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+43324,17,Private,151799,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+66698,29,Private,181280,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+65695,52,Private,232024,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+23924,33,Private,226267,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,<=50K
+30205,38,Private,240467,Masters,14,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+533,42,Private,154374,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+3837,24,State-gov,231473,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+32552,59,Private,158813,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+79212,36,Private,346478,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,45,United-States,>50K
+78663,54,Private,215990,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,7688,0,40,United-States,>50K
+21640,39,Private,177154,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+18941,42,Self-emp-not-inc,238188,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,96,United-States,<=50K
+26368,54,Self-emp-not-inc,156800,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+30572,26,Private,130620,Assoc-acdm,12,Married-spouse-absent,Craft-repair,Other-relative,Asian-Pac-Islander,Female,0,0,40,,<=50K
+55795,50,Private,175339,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+26799,42,Private,37937,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,<=50K
+67153,48,Federal-gov,166634,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,40,United-States,>50K
+19697,31,Private,221167,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+18733,56,Private,179641,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+452,28,Local-gov,213195,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+99460,34,Private,157747,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+71663,28,Private,227840,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99545,41,Private,169104,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+28365,44,Private,186916,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,60,United-States,>50K
+68032,34,Private,37646,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+8603,26,Private,157028,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+63561,37,Private,188774,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,2824,40,United-States,>50K
+87122,64,,146272,Some-college,10,Married-civ-spouse,,Husband,White,Male,3411,0,15,United-States,<=50K
+80034,25,Private,182656,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+68212,48,Self-emp-not-inc,200471,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63937,47,Private,358465,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73288,17,Private,78602,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,20,United-States,<=50K
+66168,44,Private,213416,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+6337,46,Local-gov,345911,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+48157,32,,119522,Bachelors,13,Divorced,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+70129,42,Federal-gov,126320,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+48182,33,Self-emp-not-inc,235271,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+19562,61,Private,141745,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+18074,47,Private,359461,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+77083,35,Private,109351,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,8614,0,45,United-States,>50K
+98625,62,Private,148113,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+39840,62,Self-emp-not-inc,75478,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+25185,38,Private,100375,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+11023,19,,28455,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+29809,33,Private,231413,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+55858,39,Local-gov,119421,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,42,United-States,<=50K
+78460,17,Private,206998,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+49056,58,Private,183810,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+19011,35,Self-emp-inc,187053,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+49440,34,Local-gov,155781,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,4064,0,50,United-States,<=50K
+46285,55,,193895,7th-8th,4,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+12634,32,Private,48520,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23876,19,Self-emp-inc,170125,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+60235,41,Private,107584,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+7730,24,Private,196742,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+13796,52,,244214,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+15669,48,Local-gov,127921,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+64780,32,Private,42617,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+32527,47,Local-gov,191389,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+4029,38,Private,187983,Prof-school,15,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+4228,18,Private,215110,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+24098,25,Private,230292,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56563,36,Private,90159,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,32,United-States,>50K
+91789,40,Private,175398,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+88507,56,Self-emp-not-inc,53366,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+88687,50,Private,46155,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+77715,55,Private,61708,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,6418,0,50,United-States,>50K
+61817,32,Local-gov,112650,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+87930,41,Private,173682,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+89382,28,Private,160981,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,52,United-States,<=50K
+48971,53,Private,72257,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+24763,26,,182332,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+73998,60,Local-gov,48788,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,5455,0,55,United-States,<=50K
+71165,21,Private,417668,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+27984,29,Private,107458,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+10869,73,Private,147551,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2174,50,United-States,>50K
+60968,43,Self-emp-inc,33729,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+51445,45,Private,101977,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+16776,35,,374716,9th,5,Married-civ-spouse,,Wife,White,Female,0,0,35,United-States,<=50K
+96830,36,Private,214378,HS-grad,9,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,>50K
+50262,25,Private,111243,HS-grad,9,Never-married,Sales,Other-relative,White,Female,0,0,50,United-States,<=50K
+36530,38,Private,252947,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+80334,30,Local-gov,118500,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+81798,49,Private,195612,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+24291,41,Local-gov,174575,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+8224,27,Private,190391,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+84007,64,Private,166715,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+32854,41,Self-emp-not-inc,142725,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+40989,37,Private,73471,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,47,United-States,>50K
+809,51,Private,241745,5th-6th,3,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,Mexico,<=50K
+48708,35,Private,316141,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,7443,0,40,United-States,<=50K
+82837,61,Local-gov,248595,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+2357,52,Private,90189,7th-8th,4,Divorced,Priv-house-serv,Own-child,Black,Female,0,0,16,United-States,<=50K
+8793,40,Private,205195,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+39393,20,Private,148940,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+95903,52,Local-gov,298035,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+74916,50,Private,154728,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+3435,49,Private,166809,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+6465,36,State-gov,97136,Bachelors,13,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+96107,33,Private,347623,Masters,14,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+19499,40,Private,117917,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+4373,45,Private,266860,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+76109,22,Private,71864,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,35,United-States,<=50K
+64332,47,Private,158451,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,2,United-States,>50K
+8971,24,Private,229826,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+13179,19,Private,121788,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+44894,40,Private,151365,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64819,40,Private,360884,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,>50K
+64662,54,Private,36480,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+15321,43,Self-emp-not-inc,116666,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,35,United-States,>50K
+24401,63,Local-gov,214143,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+82245,18,Private,45316,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+22632,19,Private,311974,1st-4th,2,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+31827,49,Self-emp-not-inc,48495,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+22794,27,Private,115945,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+56356,49,Local-gov,170846,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+86049,60,Private,142922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+78907,71,,181301,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+49346,34,Private,286675,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+4097,29,Private,233168,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,46,United-States,>50K
+8845,30,Private,177304,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+41313,46,Private,336984,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,17,United-States,<=50K
+97785,32,Self-emp-not-inc,379412,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+68454,25,Private,180778,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,75,United-States,<=50K
+14349,25,Private,141876,Masters,14,Never-married,Prof-specialty,Unmarried,White,Male,0,0,45,,<=50K
+45350,22,Private,228306,Some-college,10,Married-AF-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+34170,32,Private,329993,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+52194,40,Private,247469,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+12291,51,Private,673764,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,27828,0,40,United-States,>50K
+32105,20,Private,155775,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+24031,34,Private,81223,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,48,United-States,<=50K
+20584,40,Private,236021,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39939,34,State-gov,103371,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+36675,19,Private,199480,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+89516,53,Private,152657,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+85197,42,Federal-gov,460214,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+91924,38,Private,91039,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+78014,41,Private,197372,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+90820,64,,267198,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+78303,30,State-gov,111883,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91449,20,Private,66917,11th,7,Married-civ-spouse,Farming-fishing,Own-child,White,Male,0,0,40,Mexico,<=50K
+5456,19,Private,292583,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+61159,20,Private,391679,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,60,United-States,<=50K
+95566,35,Private,475324,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+70118,33,Self-emp-not-inc,218164,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14510,43,Self-emp-not-inc,101534,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,15,United-States,>50K
+70251,38,Federal-gov,65706,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+4594,50,Self-emp-not-inc,156606,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,<=50K
+23306,23,Private,200967,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+28424,30,Local-gov,164493,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+3357,33,Private,547886,Bachelors,13,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+17750,48,Private,232145,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+35591,43,Private,96421,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,24,Outlying-US(Guam-USVI-etc),<=50K
+80858,33,Private,554206,Some-college,10,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,Philippines,<=50K
+92775,50,Local-gov,234143,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,>50K
+76583,23,Private,380544,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+91768,36,Local-gov,103886,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+66804,50,State-gov,54709,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,46,United-States,<=50K
+81869,26,Private,276548,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,20,United-States,<=50K
+40864,55,Local-gov,176046,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,2267,40,United-States,<=50K
+7521,37,Private,114605,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+1579,43,Private,323713,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+1056,38,Self-emp-not-inc,261382,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+81828,42,Private,223548,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,Mexico,<=50K
+95378,47,Self-emp-not-inc,355978,Doctorate,16,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2002,45,United-States,<=50K
+86509,44,Private,107218,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+93091,28,Self-emp-not-inc,31717,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40078,51,Private,328947,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62060,51,Private,148431,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92017,49,Private,121602,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+63032,62,Private,244087,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+76052,31,Private,83425,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+24258,29,Private,157308,11th,7,Married-civ-spouse,Handlers-cleaners,Wife,Asian-Pac-Islander,Female,2829,0,14,Philippines,<=50K
+10020,23,Private,57898,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,United-States,<=50K
+77432,40,State-gov,175304,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64623,66,Self-emp-inc,102663,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+93463,17,Private,99175,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+64003,37,Private,208358,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+49370,69,Private,361561,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,3,United-States,<=50K
+15389,23,Private,215115,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73110,38,Federal-gov,207066,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+30489,37,Federal-gov,160910,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+25808,38,Private,64879,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+5529,38,Private,430035,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,Mexico,<=50K
+33236,37,State-gov,74163,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89427,37,Self-emp-inc,98389,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+65115,23,Private,386019,9th,5,Never-married,Farming-fishing,Unmarried,White,Male,0,0,70,United-States,<=50K
+63977,17,Private,112795,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+57127,48,Private,332465,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+93686,17,Private,38611,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,23,United-States,<=50K
+684,55,Private,368797,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+65503,35,Private,24106,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+45525,68,,108683,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,12,United-States,>50K
+39158,35,Self-emp-not-inc,241998,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+29031,53,Private,312446,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+58196,43,Private,69333,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+43637,36,Private,172538,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+18086,24,Private,275884,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+75795,45,Private,43479,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+5913,34,Private,199864,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2057,40,United-States,<=50K
+58408,56,Private,235197,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+68336,36,Private,170376,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+74634,22,Private,325179,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+53650,19,,351195,9th,5,Never-married,,Other-relative,White,Male,0,1719,35,El-Salvador,<=50K
+92313,33,Private,141841,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,36,United-States,<=50K
+3071,48,Private,207817,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,32,Columbia,<=50K
+45420,20,Private,137974,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+5006,64,Self-emp-inc,161325,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1887,50,United-States,>50K
+56011,47,Private,293623,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+24697,20,Private,37783,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+36858,44,Federal-gov,308027,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+71218,45,Self-emp-not-inc,149218,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,77,United-States,<=50K
+63234,45,Local-gov,374450,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,5178,0,40,United-States,>50K
+14903,45,Local-gov,61885,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,>50K
+48822,27,State-gov,291196,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+61094,41,Private,45366,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,United-States,>50K
+87940,20,Private,203027,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,55,United-States,<=50K
+13650,54,Self-emp-inc,223752,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,,>50K
+32971,17,Private,132680,10th,6,Never-married,Other-service,Own-child,White,Female,0,1602,10,United-States,<=50K
+44724,50,Private,155574,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+87704,31,State-gov,193565,Masters,14,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+44167,49,Self-emp-not-inc,123598,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+7525,44,Private,456236,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+90220,49,Private,163229,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+72531,28,Local-gov,419740,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,52,United-States,<=50K
+92876,43,Local-gov,118853,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,4386,0,99,United-States,>50K
+5219,33,Private,31449,Assoc-acdm,12,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+13306,35,Private,204163,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,55,United-States,<=50K
+42068,17,Private,177629,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+99347,25,Private,186370,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+6263,41,Private,188307,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+19790,30,Private,55481,Masters,14,Never-married,Tech-support,Unmarried,White,Male,0,0,45,Nicaragua,<=50K
+8158,48,Private,119471,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,56,Philippines,>50K
+60878,61,Local-gov,167347,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+67901,41,Private,184378,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+92521,36,Private,348960,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+94628,24,Local-gov,69640,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24181,27,Private,297457,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+80465,18,Private,279593,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,2,United-States,<=50K
+94712,20,Private,211968,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+30044,18,Private,194561,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+30974,23,Private,140414,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+42961,43,State-gov,24763,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,45,United-States,>50K
+5675,38,State-gov,462832,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+56278,36,Private,48972,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+7694,28,Self-emp-not-inc,35032,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+54395,47,Private,228583,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+39610,51,Private,392668,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,84,United-States,>50K
+37435,35,Private,108140,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+37619,38,State-gov,112497,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+49095,47,Federal-gov,142581,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+53222,26,Private,147982,11th,7,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89348,31,State-gov,440129,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+45549,46,Private,200734,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,Trinadad&Tobago,<=50K
+90833,49,Private,31807,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+26808,19,Private,166153,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+22519,45,Self-emp-inc,212954,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+26451,46,Private,52291,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+21635,70,Self-emp-not-inc,303588,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,<=50K
+70002,19,Private,96176,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+71426,46,Private,184632,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+59376,20,Private,137618,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+68166,17,Private,160029,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,22,United-States,<=50K
+71775,43,Private,178780,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,49,United-States,>50K
+76722,19,Private,39756,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+30438,37,Private,35309,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+52296,51,Private,117253,HS-grad,9,Widowed,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+99241,40,Local-gov,303212,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+50909,24,Private,214542,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,60,Canada,<=50K
+26902,31,Private,342019,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+24659,59,Private,126668,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,50,United-States,>50K
+46264,27,Private,401508,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+92860,40,Private,25005,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,99,United-States,>50K
+48183,30,Self-emp-not-inc,85708,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22913,28,Private,115677,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,32,United-States,<=50K
+15731,25,Private,144259,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,50,United-States,<=50K
+18648,22,Private,197583,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+42581,21,State-gov,142766,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+78333,67,,132626,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+93608,35,Self-emp-inc,185621,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,>50K
+61450,54,Local-gov,29887,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,56,United-States,<=50K
+40384,36,Private,117381,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16063,29,Private,211482,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+75618,32,Federal-gov,90653,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,1380,40,United-States,<=50K
+68204,55,Private,209535,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+94422,56,Federal-gov,187873,Masters,14,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+5173,19,Private,174732,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,25,United-States,<=50K
+13013,36,Private,297847,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,2001,40,United-States,<=50K
+23556,58,Private,110213,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+97842,35,Private,162601,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+37233,44,Private,108438,10th,6,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+83310,40,Self-emp-inc,132222,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+91616,18,Private,174394,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+22109,71,Self-emp-not-inc,322789,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,35,United-States,<=50K
+52256,51,Federal-gov,72436,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,57,United-States,>50K
+3851,27,,60726,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+90422,20,Private,190273,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+733,33,,393376,11th,7,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+89350,34,Private,140571,Assoc-voc,11,Divorced,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+39403,28,Private,584790,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+80320,23,Private,197666,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,24,Greece,<=50K
+112,36,Private,245090,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,50,El-Salvador,<=50K
+45363,42,Private,192569,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,39,United-States,>50K
+64559,31,Local-gov,158291,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,8614,0,40,United-States,>50K
+68184,19,,113915,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,10,United-States,<=50K
+17084,38,Local-gov,287658,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+3998,22,Private,192455,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+76165,36,Private,317040,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,54,United-States,<=50K
+49216,36,Private,218689,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,1977,50,United-States,>50K
+16295,17,Private,116626,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,1719,18,United-States,<=50K
+18029,30,Federal-gov,48458,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+41205,35,Self-emp-not-inc,241469,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,30,United-States,<=50K
+93964,32,Private,167990,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,14084,0,40,United-States,>50K
+67664,42,Private,261929,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+64756,54,Private,425804,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+28749,36,Private,33394,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,35,United-States,>50K
+93069,58,Private,72812,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+47139,39,Private,89040,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+87030,62,Local-gov,164518,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+42305,51,Private,182740,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+95973,52,Private,361875,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+81113,25,Private,197130,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+20903,26,Private,340335,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+29635,26,Private,293984,10th,6,Married-civ-spouse,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+95380,59,State-gov,261584,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+89349,21,Private,170302,HS-grad,9,Never-married,Farming-fishing,Other-relative,White,Male,0,0,50,United-States,<=50K
+26337,45,Private,481987,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+11296,26,Private,88449,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+16209,68,Self-emp-not-inc,261897,10th,6,Widowed,Farming-fishing,Unmarried,White,Male,0,0,20,United-States,<=50K
+77431,60,Private,250552,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+89457,65,Private,88513,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,18,United-States,<=50K
+83522,41,Private,168293,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+5198,34,Private,283921,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+34959,28,Private,407043,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+95994,40,Private,63745,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87603,57,Private,49893,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+87431,37,Private,241962,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+84834,34,Private,338416,10th,6,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+10540,21,,212888,11th,7,Married-civ-spouse,,Wife,White,Female,0,0,56,United-States,<=50K
+27793,57,Federal-gov,310320,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+98812,55,Private,359972,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+89312,51,Private,64643,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,,<=50K
+22932,56,Private,125000,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+85806,32,Private,286675,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+32352,18,Private,165532,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+28458,48,Private,349986,Assoc-voc,11,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+85872,46,Private,213140,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+45747,41,Federal-gov,219155,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,India,>50K
+77110,33,Private,183612,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+10482,33,Private,391114,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+15637,47,Private,219632,5th-6th,3,Married-spouse-absent,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+46563,46,Self-emp-inc,320124,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,15024,0,40,United-States,>50K
+62121,40,Private,799281,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+88526,42,Private,657397,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+66962,31,State-gov,373432,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,55,United-States,>50K
+17241,51,Private,168660,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+58250,44,Private,191149,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,57,United-States,<=50K
+85544,37,Private,356824,HS-grad,9,Separated,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+24433,25,Private,191782,11th,7,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+44154,63,Self-emp-not-inc,29859,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,7688,0,60,United-States,>50K
+74660,52,Private,204226,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+92268,42,Local-gov,246862,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+88012,28,Private,496526,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47988,30,Private,426431,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+19653,34,Private,84154,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+22637,37,Federal-gov,45937,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+75973,31,Private,130021,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+71920,35,Private,63021,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+51199,25,Private,367306,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+49386,38,Private,65624,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91761,43,Self-emp-not-inc,144928,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+72131,22,Private,117747,Some-college,10,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+86539,18,Private,266681,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+32332,26,Private,152035,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+76628,36,Private,190023,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+33123,43,Private,233130,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+220,21,Private,149637,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+97608,62,Federal-gov,224277,Some-college,10,Widowed,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62173,26,Private,121559,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+69147,54,Self-emp-not-inc,230951,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+22060,18,Private,345285,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+54087,65,Self-emp-not-inc,28367,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+71837,41,Private,320744,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,50,United-States,<=50K
+84028,31,Private,243773,9th,5,Never-married,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+87727,56,Private,151474,9th,5,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+50854,50,Private,135465,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+87185,22,Private,210781,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+5751,36,Local-gov,359001,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+32288,48,Private,119471,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+19654,30,Private,226396,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+29544,35,Private,283122,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+54629,37,Self-emp-not-inc,326400,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+63850,32,,169186,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,5,United-States,<=50K
+12424,56,Private,158752,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+35063,29,,208406,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+50032,41,Private,96741,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+24045,38,State-gov,255191,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38501,34,Private,177733,9th,5,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,35,Dominican-Republic,<=50K
+90202,54,State-gov,137815,12th,8,Never-married,Other-service,Own-child,White,Male,4101,0,40,United-States,<=50K
+48009,36,,187203,Assoc-voc,11,Divorced,,Own-child,White,Male,0,0,50,United-States,<=50K
+1050,42,Private,168515,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+92088,33,Private,122672,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+58953,21,Private,195199,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+20035,69,Local-gov,179813,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,10,United-States,<=50K
+36179,32,Private,178623,Assoc-acdm,12,Never-married,Sales,Not-in-family,Black,Female,0,0,46,Trinadad&Tobago,<=50K
+71637,50,Private,41890,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62835,40,Private,373050,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+46138,45,Private,80430,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75843,31,Private,198613,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+51900,24,Private,330571,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+44152,28,Private,209205,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+70474,21,Private,132243,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,5,United-States,<=50K
+97266,43,Self-emp-not-inc,237670,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,25,United-States,<=50K
+34599,22,Private,193586,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+89855,62,Self-emp-not-inc,197353,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+34590,21,Self-emp-not-inc,74538,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,25,United-States,<=50K
+1160,37,Private,89718,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+3873,34,Private,93169,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+93880,74,Self-emp-not-inc,292915,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1825,12,United-States,>50K
+98757,43,Private,328570,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,38,United-States,<=50K
+76100,25,Private,312157,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44557,43,Private,193459,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+84277,23,Private,236804,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+16950,33,Private,126223,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+64721,51,State-gov,172281,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+98698,64,Private,153894,Bachelors,13,Never-married,Sales,Unmarried,White,Female,0,0,40,Peru,<=50K
+90069,35,Private,331395,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+64576,69,Self-emp-not-inc,92472,10th,6,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,3273,0,45,United-States,<=50K
+9213,32,Private,318647,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+9113,20,Private,332931,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+58259,66,Self-emp-inc,76212,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+66831,31,Private,301168,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Italy,<=50K
+77297,22,Private,440969,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+85468,32,Private,154950,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+51373,23,Private,218343,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+84590,21,Private,239577,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+50324,36,Private,247936,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,2,Taiwan,<=50K
+47115,62,Local-gov,203525,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,40,United-States,<=50K
+82432,24,Private,182342,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28812,45,Private,25649,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+48291,27,Private,243569,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3942,0,40,United-States,<=50K
+6093,38,Private,187870,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,90,United-States,>50K
+41990,20,,289116,Some-college,10,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+58088,30,Private,487330,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,United-States,<=50K
+44997,17,,34019,10th,6,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+45392,17,,250541,11th,7,Never-married,,Own-child,Black,Male,0,0,8,United-States,<=50K
+43138,21,Self-emp-not-inc,318987,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+28702,56,Self-emp-not-inc,140558,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+75940,59,Local-gov,303455,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,4787,0,60,United-States,>50K
+61348,37,Self-emp-not-inc,76855,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+41211,52,Private,308764,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+30373,50,Federal-gov,339905,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+30738,55,Private,227856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+23188,55,Private,156430,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+60200,45,,98265,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25103,72,Private,116640,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,3471,0,20,United-States,<=50K
+66525,39,Private,187167,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79785,28,Private,184078,12th,8,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46474,38,Private,108140,Bachelors,13,Divorced,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+38540,44,Private,150533,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,1876,55,United-States,<=50K
+99978,51,Self-emp-not-inc,313702,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+19945,20,Private,39803,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1719,36,United-States,<=50K
+95022,25,Private,252752,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Female,0,0,45,United-States,<=50K
+37997,52,Private,111700,Some-college,10,Divorced,Sales,Other-relative,White,Female,0,0,20,United-States,>50K
+78962,45,Private,361842,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56111,17,Private,231438,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+44940,20,Private,178469,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,15,,<=50K
+17087,64,Local-gov,116620,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+76348,34,Private,112212,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1485,40,United-States,<=50K
+83882,74,Self-emp-not-inc,109101,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,4,United-States,<=50K
+51366,58,Federal-gov,72998,11th,7,Divorced,Craft-repair,Not-in-family,Black,Female,14084,0,40,United-States,>50K
+41796,44,Private,147265,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+32748,23,State-gov,314645,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+60611,23,Private,444554,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+51189,27,Private,129629,Assoc-voc,11,Never-married,Tech-support,Other-relative,White,Female,0,0,36,United-States,<=50K
+27368,34,Private,106761,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+92767,18,Private,189924,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+48678,33,Private,311194,11th,7,Never-married,Sales,Unmarried,Black,Female,0,0,17,United-States,<=50K
+93627,50,Self-emp-not-inc,89737,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+47681,47,Private,49298,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+86657,50,Self-emp-inc,190333,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,55,United-States,>50K
+56588,18,Private,251923,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+82450,49,Local-gov,298445,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,60,United-States,>50K
+97473,34,Private,180284,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+14400,51,Private,154342,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+91040,56,State-gov,68658,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+45908,64,Private,203783,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,8,United-States,<=50K
+77079,23,Private,250037,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,50,United-States,<=50K
+58650,33,Private,158688,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+15013,43,Private,214781,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+73086,60,Federal-gov,404023,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,10520,0,40,United-States,>50K
+47573,57,State-gov,109015,12th,8,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+13683,22,Private,194630,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+38038,23,Private,239375,Bachelors,13,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+4627,54,Private,35576,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,2415,50,United-States,>50K
+61225,39,Federal-gov,363630,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,7688,0,52,United-States,>50K
+64787,32,Self-emp-not-inc,182926,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68147,20,Private,117222,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,15,United-States,<=50K
+13370,30,Private,110643,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,52,United-States,<=50K
+96943,56,Self-emp-not-inc,170217,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+86084,34,Private,193285,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+56472,32,Private,161075,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+66234,59,Private,322691,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+79886,19,Private,229431,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,11,United-States,<=50K
+58996,60,,106282,9th,5,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7019,29,Private,105694,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,42,United-States,<=50K
+15311,24,Private,199883,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+10207,41,State-gov,100800,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+48150,23,Private,256278,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Other-relative,Other,Female,0,0,30,El-Salvador,<=50K
+56090,32,Private,156464,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,50,United-States,>50K
+5160,51,Self-emp-inc,129525,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,40,,<=50K
+32127,18,Private,285013,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,10,United-States,<=50K
+15375,28,Private,248911,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,,<=50K
+3315,33,,369386,Some-college,10,Married-civ-spouse,,Wife,White,Female,5178,0,40,United-States,>50K
+67844,38,Private,219902,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Female,0,0,30,United-States,<=50K
+98045,29,Private,375482,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,England,<=50K
+45770,25,Private,169124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+41163,31,Private,183000,Prof-school,15,Never-married,Tech-support,Not-in-family,White,Male,0,0,55,United-States,<=50K
+41888,34,Private,28053,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+63691,34,Private,242984,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,45,United-States,>50K
+5040,66,State-gov,132055,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1825,40,United-States,>50K
+82015,41,Private,212894,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Guatemala,<=50K
+28375,62,Private,223975,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+83079,58,Private,357788,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+33515,40,Private,406811,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,Canada,<=50K
+92259,24,Private,154422,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+88885,47,Private,140644,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+28888,19,Private,355477,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,25,United-States,<=50K
+35214,32,Private,151773,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+53005,51,State-gov,341548,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+2010,25,Private,512771,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+15073,60,,141580,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+4554,22,Private,48988,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23517,29,Private,201022,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+61691,20,Private,82777,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+39109,42,Private,152676,7th-8th,4,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,Puerto-Rico,<=50K
+49542,18,Private,115815,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+55215,23,Private,168009,10th,6,Married-civ-spouse,Machine-op-inspct,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+81543,28,Private,213152,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,>50K
+7629,55,Private,89690,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+2968,40,Private,126868,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+36897,52,Private,95128,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+28428,37,Private,185567,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,>50K
+81181,21,Private,301408,Some-college,10,Never-married,Sales,Own-child,White,Female,0,1602,22,United-States,<=50K
+66788,35,Private,216256,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+15631,45,Private,182541,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,48,United-States,<=50K
+97657,39,Private,172855,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+41421,54,Private,68684,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+87385,42,Private,364832,7th-8th,4,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56711,26,,264300,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+93409,59,Self-emp-inc,349910,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+39150,42,Private,276218,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+3280,22,Private,251196,Some-college,10,Never-married,Protective-serv,Own-child,Black,Female,0,0,20,United-States,<=50K
+24475,33,Private,196898,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42377,39,Private,58343,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+97246,18,Self-emp-inc,101061,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,70,United-States,<=50K
+57031,46,Private,415051,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+5102,24,Private,174043,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82527,28,Private,129460,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,30,Ecuador,<=50K
+3320,21,State-gov,110946,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,43,United-States,<=50K
+79675,22,Private,313873,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+9713,61,Private,81132,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,7298,0,40,Philippines,>50K
+88291,56,Federal-gov,255386,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+12656,21,Private,191497,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+75579,17,Private,128617,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,26,United-States,<=50K
+39651,29,Private,368949,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,,>50K
+47701,28,Local-gov,263600,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+6524,62,Private,257277,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+83696,39,Private,339442,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,2176,0,40,United-States,<=50K
+4016,30,Local-gov,289442,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+83276,20,,162667,11th,7,Never-married,,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+86983,18,Local-gov,466325,11th,7,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+22605,54,Private,142169,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+9433,49,Private,252079,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+23312,33,State-gov,119628,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,Hong,<=50K
+18049,50,Private,175804,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+657,57,Private,70720,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,78,United-States,<=50K
+51251,50,State-gov,201513,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+30008,45,Private,257609,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+66790,41,Private,124692,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,40,United-States,>50K
+61078,23,Private,268525,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+2367,23,Private,250630,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90901,47,Private,180277,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Hungary,<=50K
+38106,39,Self-emp-not-inc,191342,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,South,<=50K
+57081,29,Private,250967,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,48,United-States,>50K
+71979,46,Private,153254,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+54154,18,Private,362600,5th-6th,3,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+96597,68,Private,171933,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+73082,62,Private,211408,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+77200,43,Private,48193,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+41029,35,Private,22463,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+98971,21,Private,440969,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+55133,21,State-gov,164922,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+93944,41,Local-gov,134524,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Female,0,0,45,United-States,<=50K
+81733,61,Private,176689,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34183,24,Private,220993,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+57187,21,Private,512828,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+13583,36,State-gov,422275,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+44791,37,Local-gov,65291,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7762,69,Private,197080,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,9386,0,60,United-States,>50K
+634,49,Federal-gov,181657,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+88273,55,Private,190257,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,53,United-States,>50K
+66904,21,Private,238068,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+41778,18,Private,337046,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+87965,26,Private,187248,HS-grad,9,Married-civ-spouse,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+89811,20,,250037,Some-college,10,Never-married,,Own-child,White,Female,0,0,18,,<=50K
+51073,46,Private,285750,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,4064,0,55,United-States,<=50K
+80378,23,Private,260617,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16429,48,Private,216999,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+32344,36,Private,531055,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,48,United-States,>50K
+41702,42,State-gov,121265,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38053,41,Local-gov,184466,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+32434,45,Private,297676,Assoc-acdm,12,Widowed,Sales,Unmarried,White,Female,0,0,40,Cuba,<=50K
+17500,52,Private,114228,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+54546,22,Local-gov,121144,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,18,United-States,<=50K
+19636,20,Private,26842,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,2176,0,40,United-States,<=50K
+77373,27,Private,113054,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,43,United-States,<=50K
+39867,36,Private,256636,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+3813,34,Private,152246,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,52,United-States,<=50K
+88222,38,Private,108140,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+6882,20,,203353,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+37387,47,Private,207207,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+38321,21,Private,115420,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+37106,33,Private,80058,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+45627,31,Local-gov,48520,Assoc-acdm,12,Never-married,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+53708,61,Private,411652,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+18051,46,Private,154405,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,45,United-States,<=50K
+25948,55,Local-gov,104917,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+86498,19,State-gov,261422,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+73762,39,Private,48915,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+32403,61,Private,172037,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+75764,28,Private,144833,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+88779,28,Private,275116,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+14596,61,,72886,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,38,United-States,>50K
+67706,61,Private,103575,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,37,United-States,<=50K
+82094,54,Private,200783,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+19766,50,Self-emp-inc,152810,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,Germany,<=50K
+25578,37,Local-gov,44694,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+79645,17,,48703,11th,7,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+37452,56,Private,91905,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,4,United-States,<=50K
+67012,31,Private,168906,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+48966,32,State-gov,147215,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,>50K
+94814,28,Private,153546,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+41905,34,Private,35595,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+36289,33,Private,225507,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+58563,42,Private,345504,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+34775,64,Private,137205,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+15065,29,Private,327779,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+78031,41,,213416,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,32,Mexico,<=50K
+78310,45,Private,362883,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+4812,48,Private,131309,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+44661,44,Private,188331,Some-college,10,Separated,Tech-support,Not-in-family,White,Female,0,0,38,United-States,<=50K
+62128,34,Federal-gov,194740,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36055,40,Private,43711,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+50737,45,Private,187033,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+35443,23,Private,233923,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+6799,51,Private,84278,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+13380,24,Private,437666,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,50,United-States,<=50K
+63041,57,Private,186386,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Male,10520,0,40,United-States,>50K
+67396,23,Private,129767,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,1721,40,United-States,<=50K
+84395,34,Private,180284,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+66869,36,Private,108320,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,4101,0,40,United-States,<=50K
+36401,56,Self-emp-inc,75214,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,32,United-States,>50K
+98374,42,Private,284758,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+76811,45,Self-emp-inc,188330,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+59929,38,Private,333651,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,70,United-States,>50K
+38781,29,Local-gov,115305,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,40,United-States,>50K
+35903,54,Private,172962,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,1340,40,United-States,<=50K
+60686,40,Private,198096,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+40862,29,Private,163265,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+34781,35,Federal-gov,128608,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+78043,47,Private,107460,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,37,United-States,<=50K
+10840,51,Private,251841,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+2335,28,Private,403671,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,Mexico,<=50K
+5198,58,Private,159378,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+96127,24,Private,170070,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,25,United-States,<=50K
+15067,46,State-gov,192323,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+42109,57,Private,135796,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,48,United-States,<=50K
+70149,22,Private,232985,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,20,United-States,<=50K
+77919,28,Private,34532,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Male,0,0,30,Jamaica,<=50K
+26043,17,,371316,10th,6,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+25501,23,Private,236994,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,60,United-States,<=50K
+2166,19,Private,208366,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23847,66,State-gov,102640,HS-grad,9,Widowed,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+49400,38,Private,111377,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+2394,39,Federal-gov,472166,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+88895,39,,86551,12th,8,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+69968,47,Private,70943,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,40,United-States,>50K
+77869,39,Private,294919,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+89095,22,Private,408383,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+97944,36,Private,255454,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,30,United-States,<=50K
+36202,32,Private,193260,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+64618,29,,191935,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23162,43,Local-gov,125461,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72121,51,Private,97005,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11723,42,Private,183319,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+69194,32,State-gov,167049,12th,8,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+67477,34,Private,185216,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+33326,51,Private,161838,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,57,United-States,<=50K
+18190,38,Private,165848,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+4364,21,Private,138816,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,20,United-States,<=50K
+10218,33,Self-emp-not-inc,99761,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,15,United-States,<=50K
+24823,34,Private,112139,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56147,32,Private,129020,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+7635,38,,365465,Assoc-voc,11,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+85041,27,Self-emp-not-inc,259873,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,60,United-States,>50K
+87630,35,Self-emp-inc,89622,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+9973,29,State-gov,201556,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+26293,40,Private,176286,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+14821,46,Private,192894,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,30,United-States,<=50K
+58880,37,Private,172232,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+80833,38,Self-emp-not-inc,163204,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,25,United-States,<=50K
+8835,37,Private,265737,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1887,60,Cuba,>50K
+94376,44,Private,215304,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+27369,25,Private,185952,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+96536,38,Private,216845,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,42,United-States,<=50K
+11116,34,Local-gov,35683,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,10,United-States,<=50K
+4367,50,Self-emp-not-inc,371305,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,60,United-States,>50K
+71966,46,Private,102359,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+35658,20,Private,200089,5th-6th,3,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,30,Guatemala,<=50K
+60721,47,State-gov,207120,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+37544,46,Private,295334,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+4616,34,Private,234537,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+74928,61,Private,142922,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+44,55,State-gov,181641,Some-college,10,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+63612,36,Private,185325,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+42067,28,Private,167336,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,10520,0,40,United-States,>50K
+50234,22,Private,379778,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+23926,34,Private,176117,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+85447,33,Private,100228,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+94711,27,Private,150296,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+44785,43,Federal-gov,25005,Masters,14,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,5013,0,12,United-States,<=50K
+7152,55,Private,134120,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+58282,39,Self-emp-not-inc,251710,10th,6,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,1721,15,United-States,<=50K
+27271,20,Private,653574,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,33,El-Salvador,<=50K
+81692,38,Private,175441,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+74531,30,Private,333119,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+49747,21,Private,89154,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,42,El-Salvador,<=50K
+79857,60,Private,198727,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,<=50K
+62887,43,Private,87284,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69651,36,Private,180686,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+37612,23,Private,227070,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,48,El-Salvador,<=50K
+52099,57,Local-gov,189824,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,7298,0,40,United-States,>50K
+32976,25,Local-gov,348986,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+13510,38,Private,96185,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+39152,22,Private,112693,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+95105,23,Private,417605,5th-6th,3,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+72570,61,Self-emp-not-inc,140300,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,44,United-States,<=50K
+69333,28,Private,340408,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,46,United-States,<=50K
+58668,17,,187539,11th,7,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+27165,21,Private,237051,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+42850,49,Private,175622,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+46344,37,Private,389725,12th,8,Divorced,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+72804,23,Private,182812,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Dominican-Republic,<=50K
+50575,38,Self-emp-not-inc,245372,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,3137,0,50,United-States,<=50K
+35201,34,Local-gov,93886,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,46,United-States,>50K
+83159,21,Private,502837,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,Peru,<=50K
+14774,27,State-gov,212232,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+22243,57,Private,300104,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,84,United-States,>50K
+50004,22,Private,156933,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,25,United-States,<=50K
+8216,20,Private,286734,Some-college,10,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,35,United-States,<=50K
+39297,49,Self-emp-inc,143482,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,65,United-States,>50K
+61565,38,Private,226357,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15943,40,Private,104892,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+15280,44,Private,223194,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1485,40,Haiti,<=50K
+85928,37,Self-emp-not-inc,272090,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+92420,57,Private,204816,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+3563,56,Private,230039,7th-8th,4,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+24683,41,Private,242619,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,<=50K
+66394,50,Self-emp-not-inc,131982,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,South,<=50K
+228,33,Private,87310,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+39304,29,Private,134566,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+19288,28,Federal-gov,163862,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+74841,35,Private,239409,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+47701,36,Private,203717,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+17634,45,Private,172274,Doctorate,16,Divorced,Prof-specialty,Unmarried,Black,Female,0,3004,35,United-States,>50K
+16892,30,Self-emp-not-inc,65278,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+69075,35,Self-emp-inc,135289,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+8616,27,Private,246974,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+38687,22,Private,180060,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,Yugoslavia,<=50K
+87506,24,Private,118023,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+89481,47,Private,102308,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+69040,47,Private,45564,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+52030,18,Private,137646,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+3102,18,Private,237646,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+34683,31,Local-gov,189843,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,47,United-States,>50K
+49464,43,Self-emp-not-inc,118261,Masters,14,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+97509,45,Private,288437,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,4064,0,40,United-States,<=50K
+75502,39,Private,106347,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+32888,30,Private,316471,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+64101,22,Private,50058,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+42093,30,Self-emp-not-inc,182089,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,85,United-States,<=50K
+72926,36,Private,186865,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+22616,20,State-gov,158206,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+9027,61,,229744,1st-4th,2,Married-civ-spouse,,Husband,White,Male,3942,0,20,Mexico,<=50K
+8922,27,Private,141545,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,45,United-States,<=50K
+74122,59,Local-gov,50929,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+58806,60,Private,132529,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+10600,43,Private,260696,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71354,35,Private,231180,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+32200,40,Private,223277,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+19586,20,Private,279538,11th,7,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,2961,0,35,United-States,<=50K
+28050,47,Private,46044,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+32099,40,Private,168071,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+9559,20,Private,79691,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+93426,75,,114204,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,13,United-States,<=50K
+86455,25,Private,124111,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+15265,47,Private,104521,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+23338,29,Self-emp-not-inc,128516,Assoc-acdm,12,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,>50K
+40463,34,Private,112564,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+40053,45,State-gov,32186,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81620,23,Private,239663,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,2597,0,50,United-States,<=50K
+61262,46,Private,269284,Assoc-acdm,12,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+72463,41,State-gov,175537,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+40216,29,Private,444304,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+9900,17,Private,27415,11th,7,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+91839,39,Private,174343,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84792,37,Private,148143,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36716,34,Private,209213,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,,<=50K
+34938,20,Private,165097,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72593,18,,51574,HS-grad,9,Never-married,,Own-child,Asian-Pac-Islander,Female,0,1602,38,United-States,<=50K
+35447,52,Private,167651,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+11713,42,Local-gov,29075,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+79295,22,Private,396895,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,<=50K
+49449,66,State-gov,71075,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+98091,35,Private,129573,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+68014,40,Local-gov,183765,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+26582,21,Private,164991,HS-grad,9,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,38,United-States,<=50K
+61091,51,Local-gov,154891,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Male,0,0,52,United-States,<=50K
+99761,34,Private,200117,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+23386,24,Private,176389,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+56285,43,Private,342567,Bachelors,13,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+43008,34,Private,178841,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+59559,42,Local-gov,191149,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+58486,41,Private,29702,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+57317,21,Private,157893,HS-grad,9,Never-married,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+46353,64,Local-gov,31993,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,10,United-States,<=50K
+33682,24,Federal-gov,210736,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,1974,40,United-States,<=50K
+83854,23,Private,39615,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+46126,29,Private,200511,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+29409,44,Self-emp-not-inc,47818,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,60,United-States,<=50K
+83804,28,Private,183155,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+57815,33,Self-emp-inc,374905,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+35512,35,Private,128876,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79688,41,Private,202872,10th,6,Married-spouse-absent,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+73634,42,Private,153414,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+60803,51,Self-emp-not-inc,24790,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,>50K
+96380,32,Private,316769,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+75967,37,Private,126569,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+34951,18,Private,128538,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+81016,24,Private,234640,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+7152,29,,65372,Some-college,10,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+540,45,Private,343377,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+81949,52,Federal-gov,30731,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+45344,35,Private,412379,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+71934,46,Self-emp-inc,112320,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+81860,63,Private,181929,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,>50K
+12220,32,Local-gov,100135,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+63958,24,Private,128061,HS-grad,9,Never-married,Other-service,Own-child,White,Female,594,0,15,United-States,<=50K
+12949,72,,402306,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,32,Canada,<=50K
+47868,35,,98389,Some-college,10,Never-married,,Unmarried,White,Male,0,0,10,United-States,<=50K
+36477,29,Private,179565,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+25645,35,Private,64922,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+63771,70,Private,102610,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,32,United-States,<=50K
+98010,65,,115513,Bachelors,13,Married-civ-spouse,,Husband,White,Male,5556,0,48,United-States,>50K
+59078,36,Private,150548,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,30,United-States,<=50K
+92813,53,Private,133219,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,4386,0,30,United-States,>50K
+56156,49,Local-gov,67001,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+56258,60,Private,162347,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+18193,18,Private,138557,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+85807,21,Private,170456,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,Italy,<=50K
+25801,42,Private,66006,10th,6,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79923,25,State-gov,176077,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,37,United-States,<=50K
+76226,32,Private,218322,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+79772,25,Self-emp-inc,181691,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,,<=50K
+79142,47,Private,168232,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+80906,30,Private,161690,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+70830,21,,242736,Assoc-acdm,12,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+19137,38,Self-emp-not-inc,67317,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+29226,34,Private,265807,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2051,55,United-States,<=50K
+20737,37,Private,99357,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+43015,56,Private,170070,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+57007,52,State-gov,231166,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+74957,23,Private,62339,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+75141,29,State-gov,118520,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,42,United-States,<=50K
+7666,45,Private,155659,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+7079,23,Local-gov,157331,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57239,45,Private,341762,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+46826,30,Private,164190,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+38826,45,Private,83064,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+77313,26,Private,304283,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+28738,23,Private,436798,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+1152,24,Private,29302,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,,<=50K
+73837,43,Private,104660,Masters,14,Widowed,Exec-managerial,Unmarried,White,Male,4934,0,40,United-States,>50K
+2282,42,Private,79036,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+94508,72,Private,165622,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+76438,21,,177287,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+64112,57,Private,199847,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+89850,24,Private,22966,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+112,27,Private,59068,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+20004,54,Private,77336,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+16332,42,Local-gov,96524,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+66689,17,Private,143868,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+26469,48,Private,121424,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+55592,39,Private,176279,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+54011,41,Self-emp-inc,177905,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,70,United-States,>50K
+60483,50,Private,205100,7th-8th,4,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,,<=50K
+23110,57,Private,353881,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+22924,44,Local-gov,177937,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+91779,20,,122244,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,28,United-States,<=50K
+62167,49,Private,125892,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+30849,44,Private,155472,Assoc-acdm,12,Never-married,Prof-specialty,Unmarried,Black,Female,1151,0,50,United-States,<=50K
+5294,42,Private,355728,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+83751,18,,245274,Some-college,10,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+56112,18,Private,240330,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,18,United-States,<=50K
+12041,51,Private,182944,HS-grad,9,Widowed,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+57978,28,Private,264498,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+28936,39,Private,110426,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,45,United-States,>50K
+32650,25,Private,166971,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+90637,41,Private,347653,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+95600,39,Private,33975,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+98784,42,Self-emp-not-inc,215219,11th,7,Separated,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+845,33,Private,190772,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,1617,40,United-States,<=50K
+69227,63,,331527,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+85572,47,Private,162494,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,45,United-States,>50K
+58575,27,Local-gov,85918,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,68,United-States,<=50K
+97968,39,Private,91367,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,45,United-States,>50K
+95705,20,Private,182342,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+96305,49,Private,129640,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47301,70,,133536,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,28,United-States,<=50K
+20482,46,Private,148738,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1740,35,United-States,<=50K
+70197,47,Private,102583,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+73481,35,Private,111387,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+11249,24,Private,241752,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55795,22,,334593,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+403,43,Private,101950,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+89298,60,Local-gov,212856,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+11118,53,Private,183973,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+35835,47,Private,142061,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+50960,34,Private,158615,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+6648,37,Private,29145,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+39395,35,Private,40135,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+95549,23,Private,224640,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36991,27,,146651,HS-grad,9,Married-civ-spouse,,Own-child,White,Female,0,0,15,United-States,<=50K
+14698,29,Private,167737,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,50,United-States,<=50K
+10328,23,Private,60331,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+99922,35,Private,187167,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+66798,18,,157131,HS-grad,9,Never-married,,Own-child,White,Female,0,0,12,United-States,<=50K
+14049,27,Local-gov,255237,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30063,56,,192325,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+63256,40,Private,163342,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,70,United-States,<=50K
+34596,31,Private,129775,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+35179,18,Private,206008,Some-college,10,Never-married,Sales,Unmarried,White,Male,2176,0,40,United-States,<=50K
+19955,25,Private,397317,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87277,36,Private,745768,Some-college,10,Never-married,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+6798,38,Private,141550,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+96399,52,Private,35576,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68384,23,Private,376383,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,35,Mexico,<=50K
+9545,48,Self-emp-not-inc,200825,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,>50K
+84545,34,,362787,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,35,United-States,<=50K
+59500,46,Private,116789,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+66692,26,Private,160300,HS-grad,9,Married-spouse-absent,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+27979,47,Private,362654,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+20025,21,,107801,Some-college,10,Never-married,,Own-child,White,Female,0,0,3,United-States,<=50K
+53481,65,Private,170939,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,6723,0,40,United-States,<=50K
+97932,31,Local-gov,224234,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+11224,38,Private,478346,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,40,United-States,>50K
+15580,68,Private,211162,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+59011,26,Private,147638,Bachelors,13,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Hong,<=50K
+13727,42,Private,104647,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+37689,49,Private,67365,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+46685,42,Private,230959,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,1887,40,Philippines,>50K
+82071,39,Private,176335,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,65,United-States,>50K
+42589,31,Self-emp-not-inc,268482,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+54621,28,State-gov,288731,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+96290,36,Private,231082,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+45542,42,State-gov,333530,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+9657,62,Private,214288,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+25319,21,Private,118023,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,24,United-States,<=50K
+99999,21,Private,187088,Some-college,10,Never-married,Adm-clerical,Own-child,Other,Female,0,0,20,Cuba,<=50K
+97688,60,,174073,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+59368,22,Private,133833,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+14566,30,Private,229772,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+40024,64,Private,210082,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67137,28,Private,119287,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,28,United-States,>50K
+86229,41,Self-emp-not-inc,111772,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+116,25,Private,122999,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+15009,27,Private,44767,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+90272,40,Private,200574,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,44,United-States,<=50K
+70002,58,Private,236596,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+42617,31,Private,33124,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,99,United-States,<=50K
+9053,50,Local-gov,308764,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+80443,27,Private,103524,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+13718,31,,99483,HS-grad,9,Never-married,,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+92469,50,Private,230951,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+49728,45,Private,99355,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+81443,33,Private,857532,12th,8,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+69860,62,Private,81116,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+40082,38,Private,154410,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,Poland,<=50K
+63391,19,Private,198943,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+97141,30,Private,311696,11th,7,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,30,United-States,<=50K
+91082,38,Private,252897,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+92201,42,Self-emp-not-inc,39539,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,>50K
+43135,49,Self-emp-inc,122066,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+88297,53,Private,110977,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+50997,45,Local-gov,199590,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,Mexico,>50K
+97543,24,Private,202721,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+31409,29,Private,197565,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+20252,24,Private,206827,Some-college,10,Never-married,Sales,Own-child,White,Female,5060,0,30,United-States,<=50K
+46012,38,Federal-gov,190895,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+49976,25,Self-emp-inc,158751,Assoc-voc,11,Never-married,Transport-moving,Unmarried,White,Male,0,0,55,United-States,<=50K
+25442,51,State-gov,243631,10th,6,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+95240,17,,219277,11th,7,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+3656,19,Private,45381,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,8,United-States,<=50K
+38209,38,Private,167482,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+20065,60,Private,225014,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+83759,29,Self-emp-not-inc,405083,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18651,66,,186061,Some-college,10,Widowed,,Unmarried,Black,Female,0,4356,40,United-States,<=50K
+52030,28,Federal-gov,24153,10th,6,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+47823,36,Private,126569,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Ecuador,>50K
+58489,57,,137658,HS-grad,9,Married-civ-spouse,,Husband,Other,Male,0,0,5,Columbia,<=50K
+6025,24,Private,315476,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+17995,43,Private,248186,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+24961,29,Self-emp-inc,206903,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+59414,67,Self-emp-not-inc,191380,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,25,United-States,>50K
+10089,20,Private,191910,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+46494,21,Private,145119,Some-college,10,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+81964,20,Private,130840,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+45010,42,Private,33126,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+40598,20,Private,334105,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+73175,19,Local-gov,354104,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+21264,34,Private,111985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+8918,40,Local-gov,321187,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+88043,33,Private,138142,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+18133,36,Private,296999,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Female,0,0,37,United-States,<=50K
+1761,43,Private,155106,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,2444,70,United-States,>50K
+24917,41,Local-gov,174491,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+99690,34,State-gov,173266,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+47690,33,Private,25610,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,Other,Male,0,0,40,Japan,>50K
+19622,47,Private,187563,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+23131,41,Private,196344,1st-4th,2,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Mexico,<=50K
+53813,40,Private,205047,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+61719,28,Private,715938,Bachelors,13,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+58847,62,Self-emp-not-inc,224520,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,90,United-States,>50K
+31299,29,Private,229656,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+50887,46,Private,97883,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64536,28,Private,131298,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+84278,57,Federal-gov,197875,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62609,22,Private,172766,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+83291,28,Local-gov,175796,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+90141,24,Private,51973,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+87866,54,Self-emp-not-inc,28186,Bachelors,13,Divorced,Farming-fishing,Not-in-family,White,Male,27828,0,50,United-States,>50K
+92715,22,Private,291979,11th,7,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+16798,36,State-gov,180752,Bachelors,13,Never-married,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+44031,50,Private,234657,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+28279,18,Private,39411,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+48217,52,State-gov,334273,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+90723,41,Private,192779,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+2068,21,,105312,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+23559,36,Private,171676,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1741,40,United-States,<=50K
+33654,34,Self-emp-not-inc,182714,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,>50K
+50844,21,Private,231866,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+12239,46,Private,102102,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+53214,57,,50248,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+27809,61,Local-gov,195519,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+29865,22,State-gov,34310,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+32342,33,,314913,11th,7,Divorced,,Own-child,White,Male,0,0,53,United-States,<=50K
+51847,36,State-gov,747719,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+67429,43,Local-gov,188280,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,914,0,40,United-States,<=50K
+64356,25,Private,110978,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,37,India,>50K
+98063,17,Private,79682,10th,6,Never-married,Priv-house-serv,Other-relative,White,Male,0,0,30,United-States,<=50K
+45274,45,Private,294671,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,38,United-States,>50K
+8904,30,Private,340899,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,1590,80,United-States,<=50K
+56962,40,Private,192259,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+67874,31,Local-gov,190228,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+15215,42,Private,118947,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+97192,53,Private,55861,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+40282,37,Private,238433,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+80242,37,State-gov,166744,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+81451,54,Private,144586,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+20130,36,Private,134367,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+46090,46,Private,133616,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+34320,46,Private,203039,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+37212,32,Private,217460,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+87716,17,Private,106733,11th,7,Never-married,Craft-repair,Own-child,White,Male,594,0,40,United-States,<=50K
+39169,42,State-gov,212027,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+90459,37,Local-gov,126569,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38187,29,Private,289960,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+87371,54,Private,174102,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+79603,38,Private,181716,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+33737,46,Local-gov,172822,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+16120,24,Private,293091,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+48413,57,Private,107443,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Portugal,<=50K
+61082,59,Private,95283,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+60190,33,Private,65278,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+50895,35,Private,220943,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,1594,40,United-States,<=50K
+44637,53,Private,257940,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2829,0,40,United-States,<=50K
+94180,26,Private,134945,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+35032,55,Self-emp-not-inc,105582,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,2228,0,50,United-States,<=50K
+96024,46,Private,169324,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,45,Jamaica,<=50K
+91899,44,State-gov,98989,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,38,United-States,>50K
+16224,30,Self-emp-not-inc,113838,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,3137,0,60,Germany,<=50K
+80986,24,Private,143436,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+61921,32,Private,143604,10th,6,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+1066,35,Private,226311,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15974,67,Private,94610,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+72235,56,Self-emp-not-inc,26716,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,>50K
+28831,26,Private,160261,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+26751,46,Private,117310,Assoc-acdm,12,Widowed,Tech-support,Unmarried,White,Female,6497,0,40,United-States,<=50K
+77361,52,Private,154342,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+27700,38,Self-emp-not-inc,89202,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+40236,31,Private,174704,HS-grad,9,Divorced,Sales,Unmarried,Black,Male,0,0,50,United-States,<=50K
+82457,53,Private,153486,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,30,United-States,<=50K
+55336,27,Private,360097,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+24747,39,Private,230356,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+79124,22,Private,163870,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+38142,37,Private,199753,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+65596,20,Private,333505,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,Nicaragua,<=50K
+36211,60,Local-gov,149281,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+72208,51,Private,138514,Assoc-voc,11,Divorced,Tech-support,Unmarried,Black,Female,0,0,48,United-States,<=50K
+30912,57,Federal-gov,66504,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+23482,59,Private,206487,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+84566,37,Private,170020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80095,35,Private,217605,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,<=50K
+39555,43,Private,145711,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,72,United-States,>50K
+50036,17,Private,169155,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+45465,45,Private,34127,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+20375,18,Private,110142,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+67496,52,Private,222646,12th,8,Separated,Machine-op-inspct,Other-relative,White,Female,0,0,40,Cuba,<=50K
+99912,18,Private,182643,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,9,United-States,<=50K
+20016,20,Private,303565,Some-college,10,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,Germany,<=50K
+2039,34,Private,140092,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+26795,19,Private,178811,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,20,United-States,<=50K
+1558,18,,267399,12th,8,Never-married,,Own-child,White,Female,0,0,12,United-States,<=50K
+9465,17,Local-gov,192387,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,45,United-States,<=50K
+93677,30,Federal-gov,127610,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+82910,29,Private,258862,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,45,United-States,<=50K
+44273,30,Private,225231,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,8614,0,50,United-States,>50K
+32259,18,Private,174926,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,15,,<=50K
+70733,50,State-gov,238187,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,37,United-States,<=50K
+31913,22,Private,191444,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+29726,21,Private,198822,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+97502,39,Self-emp-not-inc,251323,9th,5,Married-civ-spouse,Farming-fishing,Other-relative,White,Male,0,0,40,Cuba,<=50K
+47047,20,Private,168187,Some-college,10,Never-married,Other-service,Other-relative,White,Female,4416,0,25,United-States,<=50K
+61031,62,Private,370881,Assoc-acdm,12,Widowed,Other-service,Not-in-family,White,Female,0,0,7,United-States,<=50K
+8024,32,Private,198183,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+98991,38,Private,210610,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+75130,32,Private,269182,Some-college,10,Separated,Tech-support,Unmarried,Black,Female,3887,0,40,United-States,<=50K
+20266,55,Private,141727,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,3464,0,40,United-States,<=50K
+20396,38,Private,185848,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,70,United-States,>50K
+50843,34,Private,46746,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+79980,28,Private,120475,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+1530,26,Private,135845,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,37,United-States,<=50K
+89340,41,Private,310255,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+74327,61,State-gov,379885,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+35437,75,Self-emp-not-inc,31428,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,3456,0,40,United-States,<=50K
+92590,21,Private,211013,Assoc-voc,11,Married-civ-spouse,Other-service,Other-relative,White,Female,0,0,50,Mexico,<=50K
+10991,50,Private,175029,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+40744,49,Self-emp-inc,119539,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,,>50K
+79831,26,Private,247025,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+20077,39,Private,252327,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,0,40,Mexico,<=50K
+38786,24,Self-emp-not-inc,375313,Some-college,10,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+67746,56,Private,107165,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,18,United-States,<=50K
+14652,17,Private,108470,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,17,United-States,<=50K
+58516,37,Private,150057,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+10428,23,Private,189468,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+19675,28,,198393,HS-grad,9,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+19643,57,Self-emp-not-inc,181031,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+12869,42,Local-gov,569930,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+56250,25,Private,27411,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+37113,22,Private,147397,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+52564,39,Private,242922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+74198,54,Private,154949,11th,7,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,>50K
+25299,41,Self-emp-inc,423217,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+84747,43,Federal-gov,195385,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+77462,19,Private,100009,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+56862,35,Private,191628,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+72738,34,Private,340880,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Philippines,>50K
+28718,19,Private,207173,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+73769,33,Private,48010,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+61871,33,Private,229051,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,52,United-States,<=50K
+67464,49,Private,193366,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+18795,31,Private,57781,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+49129,69,,121136,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,13,United-States,<=50K
+41811,41,Private,433989,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,4386,0,60,United-States,>50K
+42601,24,Private,136687,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Other,Female,0,0,40,United-States,<=50K
+98804,45,State-gov,154117,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,>50K
+98890,63,Private,294009,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+21321,75,Private,239038,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+73590,34,Private,244064,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+64475,69,Private,128348,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,9386,0,50,United-States,>50K
+18208,33,Private,66278,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+75378,44,Private,162643,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+74063,45,Private,179659,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+68249,18,Private,205218,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+48766,48,Private,154033,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,52,United-States,<=50K
+86560,43,Private,158528,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+48047,26,Private,366219,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1848,60,United-States,>50K
+1508,35,Private,301862,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+10582,34,Private,228406,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+24806,48,Private,120131,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,70,United-States,>50K
+54347,54,Local-gov,127943,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+89998,57,Private,301514,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+10590,21,Private,156980,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,60,United-States,<=50K
+98099,28,Private,124685,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,55,United-States,<=50K
+5063,51,Private,305673,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,>50K
+71801,34,Local-gov,31391,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,53,United-States,>50K
+37256,41,Local-gov,33658,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+95542,21,Private,211391,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,27,United-States,<=50K
+64785,26,Private,402998,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,58,United-States,>50K
+37556,66,Private,78855,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+17757,40,Private,320451,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1977,45,Hong,>50K
+88179,48,Private,49278,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+77123,44,,248876,Bachelors,13,Divorced,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+29063,41,Private,242586,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+68736,41,Private,359696,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,15024,0,60,United-States,>50K
+41394,55,Local-gov,296085,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+81416,43,Private,233130,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+18080,51,Private,189511,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,Germany,>50K
+41891,31,Private,124420,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72074,30,Self-emp-not-inc,67072,Bachelors,13,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,6849,0,60,United-States,<=50K
+66496,51,Private,194908,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+35398,31,Local-gov,94991,HS-grad,9,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+37730,18,Private,194561,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,37,United-States,<=50K
+24452,60,Private,75726,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,1092,40,United-States,<=50K
+93373,29,Private,60722,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+84149,33,Private,59944,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+68690,34,Private,220840,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+37052,40,Self-emp-inc,104235,Masters,14,Never-married,Other-service,Own-child,White,Male,0,0,99,United-States,<=50K
+54100,57,Private,142714,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+83805,55,Local-gov,110490,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,60,United-States,<=50K
+19720,40,Self-emp-not-inc,154076,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+31339,26,State-gov,130557,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+61817,29,Private,107108,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+42929,30,Private,207172,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+99404,29,Private,304595,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+69928,43,Private,475322,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+42264,65,Private,107620,11th,7,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+43039,19,Private,301911,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,35,Laos,<=50K
+57393,35,Private,267866,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,1887,50,Iran,>50K
+7247,28,Private,269786,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+13670,34,Private,167474,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+79037,61,Private,115023,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,60,United-States,>50K
+42417,63,Local-gov,86590,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,32,United-States,<=50K
+33732,47,State-gov,187087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+65914,31,Private,184307,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38342,18,Private,225859,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,2907,0,30,United-States,<=50K
+8621,29,Private,57889,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+23458,59,Private,157932,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50034,50,Private,187830,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,62,United-States,>50K
+30737,49,Private,251180,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,2407,0,50,United-States,<=50K
+98712,60,Private,317083,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+53243,35,Self-emp-not-inc,190895,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+89778,48,Federal-gov,328606,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+54757,21,,403860,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+62978,41,Private,215479,HS-grad,9,Separated,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+21025,56,Private,157639,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+61512,26,Private,152129,12th,8,Never-married,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+12869,53,Private,239284,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+23119,23,Private,234302,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+47779,58,Private,218724,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+47032,61,Private,106330,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+64403,29,Private,35032,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+64894,22,Private,234641,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+81605,43,Private,170730,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+5241,31,Private,218322,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+23400,90,Private,47929,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+64427,53,Private,142411,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+76774,22,,219122,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+5549,55,Private,132887,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,3411,0,40,Jamaica,<=50K
+52396,34,State-gov,44464,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+76487,28,Private,180928,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,5013,0,55,United-States,<=50K
+4951,22,,199426,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+30326,36,Private,139703,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+35837,33,Private,202642,Bachelors,13,Separated,Prof-specialty,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+52367,17,Private,160049,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,12,United-States,<=50K
+15004,38,Private,239755,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24040,60,Private,152369,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+34228,34,Private,42900,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+66256,72,,117017,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+95503,57,Private,175017,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Italy,<=50K
+31716,39,Private,342642,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+47863,50,Self-emp-not-inc,143730,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+8503,45,Private,191098,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+18672,37,Private,208106,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+73155,27,Private,167737,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+18186,43,Private,315971,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+43901,41,Private,142717,Some-college,10,Divorced,Tech-support,Unmarried,Black,Female,0,0,36,United-States,<=50K
+90410,20,Private,190227,Masters,14,Never-married,Exec-managerial,Own-child,White,Male,0,0,25,United-States,<=50K
+18787,44,Private,79864,Masters,14,Separated,Exec-managerial,Unmarried,White,Female,0,0,20,United-States,<=50K
+37328,50,Private,34067,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+53603,54,Private,222882,HS-grad,9,Widowed,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+88110,31,Private,44464,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1564,60,United-States,>50K
+73697,33,Private,256062,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,Puerto-Rico,<=50K
+98621,22,Private,251073,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,50,United-States,<=50K
+27151,46,Private,149949,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+61965,30,Private,165235,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+78320,22,,243190,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+70433,59,,160662,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2407,0,60,United-States,<=50K
+18133,57,Self-emp-not-inc,175942,Some-college,10,Widowed,Exec-managerial,Other-relative,White,Male,0,0,25,United-States,<=50K
+17825,26,Private,212793,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79242,52,Local-gov,153312,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+44267,55,Local-gov,173296,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+9668,47,Private,120131,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+56140,19,Private,117444,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+60702,26,Private,226196,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+33912,44,Private,202872,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+66908,42,Private,176716,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+34498,39,Private,82540,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+48496,17,,41643,11th,7,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+57380,26,Private,197292,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+32469,26,Private,76491,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+15098,50,Self-emp-inc,101094,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+62254,46,Self-emp-not-inc,119944,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+89032,18,Private,141626,Some-college,10,Never-married,Tech-support,Own-child,White,Male,2176,0,20,United-States,<=50K
+98623,26,Private,122575,Bachelors,13,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,0,60,Vietnam,<=50K
+57373,32,Private,194740,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+24278,50,Private,263200,5th-6th,3,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,34,Mexico,<=50K
+37911,47,Local-gov,140644,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+59038,52,Private,202115,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+88260,25,Federal-gov,27142,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+661,42,Local-gov,318046,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+10160,53,Private,276369,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+87287,30,Private,67187,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Female,0,0,8,United-States,<=50K
+52646,23,Private,133582,1st-4th,2,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,36,Mexico,<=50K
+13454,23,Private,216672,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,30,,<=50K
+81601,32,Private,45796,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+49327,29,Self-emp-inc,31778,HS-grad,9,Separated,Prof-specialty,Other-relative,White,Male,0,0,25,United-States,<=50K
+1488,40,Private,190044,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+25927,45,State-gov,144351,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+73203,17,,172145,10th,6,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+28659,55,Private,193130,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+75046,59,Local-gov,140478,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+81797,56,Private,122390,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+11771,23,Private,116830,12th,8,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+551,37,Local-gov,117683,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+90229,25,Private,106491,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+133,22,,39803,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+7828,27,Private,363053,9th,5,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,24,Mexico,<=50K
+62276,21,Private,54472,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+55632,47,Local-gov,200471,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,40,United-States,>50K
+59442,38,Private,54317,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+84846,62,Local-gov,113443,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,10520,0,33,United-States,>50K
+43662,27,Private,159623,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+1799,25,,161235,Assoc-voc,11,Never-married,,Own-child,White,Male,0,0,90,United-States,<=50K
+62189,27,Private,247978,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+59825,40,Private,305846,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+91410,22,Self-emp-not-inc,214014,Some-college,10,Never-married,Sales,Own-child,Black,Male,99999,0,55,United-States,>50K
+34499,33,Private,226525,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+74914,28,Private,247819,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,5,United-States,<=50K
+97051,28,Private,194940,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+40184,29,Private,289991,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,55,United-States,<=50K
+35449,46,Private,585361,9th,5,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+50465,30,Private,91145,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+94215,65,,231604,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,45,Germany,<=50K
+47457,28,Private,273269,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+2910,39,Private,202683,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+43882,35,Private,159179,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+28541,50,Private,28952,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,39,United-States,<=50K
+29481,25,,214925,10th,6,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+13009,63,Private,163708,9th,5,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+99259,56,Private,200235,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+92348,46,Private,109209,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+62727,19,Private,166153,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+5896,56,Local-gov,268213,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,,>50K
+36257,31,Private,69056,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+7625,51,State-gov,237141,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+53054,17,Private,277541,11th,7,Never-married,Sales,Own-child,White,Male,0,0,5,United-States,<=50K
+26893,27,Local-gov,289039,Some-college,10,Never-married,Protective-serv,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+46868,30,Private,134737,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,45,United-States,<=50K
+8555,18,Private,56613,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,20,United-States,<=50K
+34354,41,Private,36699,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+60518,40,Local-gov,333530,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+53870,35,Private,185366,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+95657,29,Private,154017,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,10,United-States,<=50K
+90657,27,Private,215504,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1848,55,United-States,>50K
+22449,25,Private,222539,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,2597,0,50,United-States,<=50K
+10550,53,Private,191565,1st-4th,2,Divorced,Other-service,Unmarried,Black,Female,0,0,40,Dominican-Republic,<=50K
+67881,53,Private,111939,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+56878,26,State-gov,53903,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+23448,41,Private,146659,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,<=50K
+48629,28,Private,194200,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+8495,48,State-gov,78529,Masters,14,Separated,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+4168,22,Private,194829,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+97093,40,Federal-gov,330174,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+19111,52,Self-emp-inc,230767,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,Cuba,>50K
+39906,53,Local-gov,137250,Masters,14,Widowed,Prof-specialty,Unmarried,Black,Female,0,1669,35,United-States,<=50K
+75923,40,Private,254478,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+14924,57,Private,300908,Assoc-acdm,12,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,75,United-States,<=50K
+9915,53,Self-emp-not-inc,187830,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,Poland,<=50K
+34194,23,Private,201138,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,8,United-States,<=50K
+20490,31,Self-emp-not-inc,44503,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+4039,20,Private,381357,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+74202,25,Private,311124,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+79066,37,Private,96330,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+98811,50,Private,228238,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+35501,34,Self-emp-not-inc,56964,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+30976,37,Private,127772,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+99044,52,Private,386397,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+48667,29,Self-emp-not-inc,404998,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,90,United-States,<=50K
+23301,49,Private,34545,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+95634,31,Private,157886,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+7436,47,Private,101299,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+96512,51,Self-emp-not-inc,134447,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+77776,27,Private,191822,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+54708,23,Private,70919,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+29269,55,Private,266343,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,46,United-States,<=50K
+94475,28,Private,87239,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+69495,31,Local-gov,236487,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Germany,<=50K
+35350,30,Private,224147,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+12493,23,Private,197200,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,60,United-States,<=50K
+94465,19,Private,124265,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+37315,22,Private,79980,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,25,United-States,<=50K
+44973,50,Private,128814,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+65193,64,,208862,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+62627,21,Private,51262,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+23268,75,Self-emp-inc,98116,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+69405,29,Private,82393,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Germany,<=50K
+40087,47,Private,57534,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+61071,20,Private,218962,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+73750,33,Private,204752,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+51998,45,Private,243631,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,China,>50K
+87752,41,Private,170299,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+1516,23,Private,60331,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+55931,38,Private,269318,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,50,United-States,>50K
+11822,67,State-gov,132819,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,41,United-States,>50K
+38653,21,Private,119665,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,35,United-States,<=50K
+49523,38,Private,150057,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+52547,31,Private,128567,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+39470,19,,230874,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+58335,59,Self-emp-not-inc,148526,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+66267,36,Private,160192,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64795,50,Local-gov,74660,Some-college,10,Widowed,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+43692,60,Self-emp-inc,142494,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+38588,30,Private,122042,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+6188,28,Self-emp-inc,37088,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+12461,36,Private,61778,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+52410,21,,176356,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,Germany,<=50K
+88911,27,Private,123302,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Poland,<=50K
+99989,18,Private,89760,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+63922,44,Local-gov,165304,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,40,United-States,>50K
+90272,56,Private,104945,7th-8th,4,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+70997,51,Self-emp-inc,192973,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+90162,48,Private,97863,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Italy,>50K
+32541,31,Private,73585,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+87927,35,Private,29145,Assoc-voc,11,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72132,35,Private,175232,HS-grad,9,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+52166,36,Private,325374,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+22484,47,Self-emp-not-inc,107231,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,65,United-States,<=50K
+25519,23,Private,129345,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+62057,21,Private,228395,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,20,United-States,<=50K
+75705,49,Private,452402,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,<=50K
+8954,51,Self-emp-inc,338260,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+3016,46,Private,165138,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46920,31,Private,109055,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,3137,0,45,United-States,<=50K
+96914,27,Private,193122,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+7812,56,,425497,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+64432,48,Private,191858,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+36270,30,Private,297155,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+28182,29,Local-gov,181282,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+82050,50,Federal-gov,111700,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+80912,18,Private,35065,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+73207,37,Private,298539,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,55,United-States,>50K
+81947,51,Self-emp-not-inc,95435,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+5311,31,Private,162160,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+97436,29,Private,176037,Assoc-voc,11,Divorced,Tech-support,Not-in-family,Black,Male,14344,0,40,United-States,>50K
+46652,39,Private,314007,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+35986,48,Private,197683,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+19317,44,Private,242521,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,50,United-States,>50K
+83495,39,Private,290321,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+16115,22,Local-gov,44064,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+78557,27,,174163,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+3561,42,Private,374790,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72411,18,Private,231562,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,33,United-States,<=50K
+11886,27,Private,376150,Some-college,10,Married-spouse-absent,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+27781,51,Private,99987,10th,6,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+11376,27,Self-emp-not-inc,120126,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+74921,60,Self-emp-not-inc,33717,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+98647,36,Private,132879,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Italy,<=50K
+27385,45,Private,304570,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,China,>50K
+42340,40,Private,100292,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+4709,63,Private,117473,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,4386,0,40,United-States,>50K
+9976,41,Private,239833,HS-grad,9,Married-spouse-absent,Transport-moving,Unmarried,Black,Male,0,0,50,United-States,<=50K
+15793,53,,155233,12th,8,Married-civ-spouse,,Wife,White,Female,0,0,40,Italy,<=50K
+19862,34,Private,130369,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,1151,0,48,Germany,<=50K
+73546,34,Private,347166,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+38951,31,Private,502752,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+17506,22,State-gov,255575,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+4508,49,Private,277946,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+6485,43,,214541,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+89806,36,Private,143123,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+59675,27,Private,69132,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,37,United-States,<=50K
+3016,52,Self-emp-not-inc,34973,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1887,60,United-States,>50K
+40436,29,Private,236992,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,50,United-States,<=50K
+27802,27,Private,492263,10th,6,Separated,Machine-op-inspct,Own-child,White,Male,0,0,35,Mexico,<=50K
+36586,42,Private,180019,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,65,United-States,<=50K
+49349,49,Self-emp-not-inc,47086,Bachelors,13,Widowed,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+30523,24,Private,222853,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+84930,22,Private,344176,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,20,United-States,<=50K
+47911,30,Self-emp-not-inc,223212,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+79448,28,Private,110981,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+56620,20,Private,162688,Assoc-voc,11,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+13182,45,Self-emp-inc,181307,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,43,United-States,>50K
+22685,39,Private,148903,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,4687,0,50,United-States,>50K
+22639,43,Private,306440,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,66,France,<=50K
+20328,18,Private,210311,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+62681,53,Private,127117,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+93688,74,Private,54732,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,>50K
+64697,39,Private,271521,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,48,Philippines,>50K
+18260,33,,216908,10th,6,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+90492,49,Private,543922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+91487,21,Private,766115,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,35,United-States,<=50K
+49657,65,,52728,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+16578,39,Private,284166,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1564,50,United-States,>50K
+25421,49,Private,122206,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+81027,20,,95989,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+48052,47,Private,334039,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,44,United-States,>50K
+57478,46,Self-emp-not-inc,225456,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+71463,29,Private,112847,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,7298,0,32,United-States,>50K
+19937,61,Self-emp-not-inc,171840,HS-grad,9,Widowed,Prof-specialty,Unmarried,White,Female,0,0,16,United-States,<=50K
+27331,48,Private,180695,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+49883,44,Private,121012,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+95382,37,Self-emp-inc,126569,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+44490,45,Private,227791,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1740,50,United-States,<=50K
+71647,51,Self-emp-not-inc,290290,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+76618,33,Local-gov,251521,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+50159,55,Self-emp-not-inc,41938,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,8,United-States,<=50K
+54296,25,Private,27678,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,60,United-States,<=50K
+44235,26,Private,133756,HS-grad,9,Divorced,Farming-fishing,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+91866,54,Private,215990,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+24134,38,Private,461337,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+83843,39,Local-gov,344855,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,20,United-States,>50K
+59447,20,State-gov,214542,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+50026,30,Private,258170,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+3192,29,Federal-gov,242147,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Other,Male,0,0,45,United-States,<=50K
+49517,42,Private,235700,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+19845,24,Private,278130,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+82857,36,Private,261241,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+37089,60,Private,85995,Masters,14,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,50,South,>50K
+78690,42,Private,340885,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,44,United-States,<=50K
+7587,42,Private,152889,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+5555,46,Private,195023,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Columbia,<=50K
+22734,52,State-gov,109600,Masters,14,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,4787,0,44,United-States,>50K
+59195,27,,249463,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+86481,43,Private,158177,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+34704,43,State-gov,47818,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+34498,27,Private,391468,11th,7,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+44212,52,Local-gov,199995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,60,United-States,>50K
+26760,31,Private,231043,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+51522,38,,281768,7th-8th,4,Divorced,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+94773,44,Private,267790,9th,5,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+79716,27,Private,217379,Some-college,10,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+83477,50,Private,421561,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10280,23,Private,50953,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+99896,22,Private,138504,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,30,United-States,<=50K
+66938,36,State-gov,177064,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+8532,24,Private,103064,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,3674,0,40,United-States,<=50K
+68770,59,Private,184493,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+75119,39,Private,104089,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+91708,23,Private,149204,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+64993,37,Private,405284,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1340,42,United-States,<=50K
+42555,25,Local-gov,137296,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,38,United-States,<=50K
+48776,40,Private,87771,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,1628,45,United-States,<=50K
+46643,38,State-gov,125499,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,7688,0,60,India,>50K
+70286,31,Private,59083,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+86107,28,Local-gov,138332,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+55577,24,Private,198914,HS-grad,9,Never-married,Sales,Unmarried,Black,Male,0,0,25,United-States,<=50K
+23233,46,Local-gov,238162,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,50,United-States,>50K
+72803,29,Private,123677,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,Laos,<=50K
+86154,38,Federal-gov,325538,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+21539,53,Private,251063,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+41508,33,Private,51471,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,1902,40,United-States,>50K
+72557,39,Private,175681,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,60,,<=50K
+2330,44,Private,165599,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+41314,46,Private,149640,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,England,>50K
+29263,30,Private,143526,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+8403,24,Private,211160,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+77381,29,Private,342989,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+5256,62,Self-emp-not-inc,173631,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+66591,25,Private,141876,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+75974,45,Private,137604,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+22952,21,Private,129232,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+24341,64,Federal-gov,271550,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+13876,39,Private,456922,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10630,60,Private,232242,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+4841,35,Private,352188,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+4547,27,Private,114967,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+38436,41,Private,201981,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+75867,32,State-gov,159247,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+53976,24,Private,125905,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+93645,32,Private,186824,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+31877,42,Local-gov,121012,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+1742,58,Private,110844,Masters,14,Widowed,Sales,Not-in-family,White,Female,0,0,27,United-States,<=50K
+6663,23,Private,143003,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1887,50,India,>50K
+17528,31,Federal-gov,59732,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+9605,28,Private,178489,Bachelors,13,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,45,,<=50K
+21281,41,,252127,Some-college,10,Widowed,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+62891,37,Private,109633,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,16,United-States,>50K
+82616,19,Private,160811,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,38,United-States,<=50K
+70355,27,Self-emp-not-inc,365110,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+30719,61,Self-emp-not-inc,113080,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,58,United-States,>50K
+49417,39,Private,206074,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+9781,25,Private,173062,Bachelors,13,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,40,United-States,<=50K
+59750,58,Private,117273,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+44706,27,Self-emp-not-inc,153805,Some-college,10,Married-civ-spouse,Transport-moving,Other-relative,Other,Male,0,0,50,Ecuador,>50K
+68686,51,Private,293802,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,52,United-States,<=50K
+15819,43,Local-gov,153132,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+9545,46,Private,166809,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+85397,67,,34122,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+61887,50,Local-gov,231725,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+13873,20,Private,63210,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+5035,35,Private,108293,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,>50K
+27631,57,Private,116878,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Italy,<=50K
+17405,40,Private,110622,Prof-school,15,Married-civ-spouse,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+77872,42,Local-gov,180318,10th,6,Never-married,Farming-fishing,Unmarried,White,Male,0,0,35,United-States,<=50K
+22481,67,Self-emp-inc,112318,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+87552,47,Private,252079,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7688,0,44,United-States,>50K
+13060,30,Private,27153,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+56,26,Private,73312,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,15,United-States,<=50K
+5491,51,Private,145409,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90137,38,Private,167882,Some-college,10,Widowed,Other-service,Other-relative,Black,Female,0,0,45,Haiti,<=50K
+95819,24,Private,236696,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+91278,48,Self-emp-not-inc,28791,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+4434,34,State-gov,118551,Bachelors,13,Married-civ-spouse,Tech-support,Own-child,White,Female,5178,0,25,,>50K
+72627,70,Private,187292,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,6418,0,40,United-States,>50K
+42805,35,Private,189922,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+547,61,,584259,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,>50K
+77684,26,Private,173992,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+91005,64,Private,253759,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,3,United-States,<=50K
+65462,26,Private,111243,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+14719,39,Self-emp-not-inc,147850,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+82251,55,Private,171015,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,36,United-States,<=50K
+36284,23,Private,118023,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,,<=50K
+18724,33,Self-emp-not-inc,361497,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+17449,31,Private,137290,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+57943,28,Local-gov,401886,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,20,United-States,<=50K
+61569,50,Private,201882,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,United-States,<=50K
+76893,26,Local-gov,30793,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,55,United-States,>50K
+94653,44,Federal-gov,139161,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,Black,Female,0,1741,40,United-States,<=50K
+80160,51,Private,210736,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24961,34,Private,167781,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+82536,37,Private,103986,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,39,United-States,>50K
+51036,29,Private,144592,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+20579,24,Private,493034,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+59534,27,Private,184078,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+79996,44,Private,191814,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+19615,24,Private,329852,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86515,54,Private,223660,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+29132,47,Private,177087,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,>50K
+43164,30,Private,143766,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+37823,35,Private,234271,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87910,39,Federal-gov,314822,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+20141,42,Private,195584,Assoc-acdm,12,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+4822,70,Self-emp-inc,207938,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2377,50,United-States,>50K
+95881,41,Private,126850,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+93529,36,Private,279485,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+68608,44,Private,267717,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+59070,42,,175935,HS-grad,9,Separated,,Unmarried,White,Male,0,0,40,United-States,<=50K
+6843,20,Private,163665,Some-college,10,Never-married,Transport-moving,Own-child,White,Female,0,0,17,United-States,<=50K
+82435,29,Private,200468,10th,6,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71912,27,Private,91501,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,<=50K
+14385,30,Private,182771,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+78924,59,Self-emp-not-inc,56392,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1579,60,United-States,<=50K
+36979,31,Private,20511,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+27068,21,Private,538822,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,Mexico,<=50K
+98748,26,Private,332008,Some-college,10,Never-married,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,37,Taiwan,<=50K
+63403,57,Self-emp-inc,220789,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+63312,59,Self-emp-not-inc,114760,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,>50K
+67176,87,,90338,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,2,United-States,<=50K
+78029,25,Private,181576,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+75768,39,Private,198841,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+89948,53,Private,53197,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+44546,32,State-gov,542265,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+21332,38,Private,193026,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+53987,21,Private,25505,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+88403,17,Private,375657,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+11975,44,Private,201599,11th,7,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+68110,23,Private,181820,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+80242,57,Private,334224,Some-college,10,Married-civ-spouse,Craft-repair,Wife,White,Female,9386,0,40,United-States,>50K
+43915,30,State-gov,54318,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+75124,51,Self-emp-not-inc,141388,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+75796,54,Self-emp-not-inc,57101,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+36487,44,Private,168515,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,Germany,<=50K
+81462,60,Private,163665,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,16,United-States,>50K
+25407,28,Private,207513,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,42,United-States,>50K
+73544,39,Private,293291,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+37337,55,Private,70088,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+95002,36,Private,199346,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+15670,55,Local-gov,143949,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,3103,0,45,United-States,>50K
+99608,33,Private,207201,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,>50K
+34311,30,Private,430283,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,40,United-States,>50K
+21323,40,Local-gov,293809,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+16098,30,Private,378009,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+61307,40,Private,226608,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,30,Guatemala,>50K
+85437,24,Private,314182,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,50,United-States,<=50K
+70661,18,Private,170544,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+56472,18,Private,94196,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,25,United-States,<=50K
+14958,49,Private,193047,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+45617,42,Private,112607,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+24680,28,Local-gov,146949,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+31396,32,Private,309513,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+46524,48,Self-emp-not-inc,191389,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+67176,24,Private,213902,7th-8th,4,Never-married,Priv-house-serv,Own-child,White,Female,0,0,32,El-Salvador,<=50K
+66611,73,Self-emp-not-inc,46514,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,<=50K
+78722,35,Private,75855,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7298,0,40,,>50K
+45855,23,Private,38707,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+73803,19,Private,188568,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+46094,27,Private,215014,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,Mexico,<=50K
+932,27,Private,184477,12th,8,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+14687,41,Self-emp-not-inc,204235,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+88146,31,Private,39054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+47129,64,Self-emp-inc,272531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+76385,45,Private,358701,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,10,Mexico,<=50K
+12117,47,Private,217750,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+28426,22,Private,200374,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,35,United-States,<=50K
+75010,24,Private,498349,Bachelors,13,Never-married,Transport-moving,Unmarried,Black,Female,0,0,40,United-States,<=50K
+34472,69,State-gov,170458,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+96832,40,Self-emp-not-inc,57233,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+18467,45,Private,188432,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+94958,47,Self-emp-not-inc,33300,Assoc-acdm,12,Never-married,Farming-fishing,Other-relative,White,Male,10520,0,45,United-States,>50K
+70309,31,Private,225779,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57282,48,Private,46677,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+24842,41,Private,227968,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,35,Haiti,>50K
+88098,34,Private,85355,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+87509,48,Private,207120,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+77913,28,Local-gov,229223,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,36,United-States,>50K
+11562,20,Private,224640,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+290,39,Private,139012,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+81321,40,Federal-gov,130749,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+47271,28,Private,204516,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+90610,20,Private,105479,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+32314,41,Private,197093,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+12667,49,Self-emp-inc,431245,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+62986,24,Private,155150,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+82642,35,State-gov,216035,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+36655,22,Private,388247,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+36701,23,Private,208908,Bachelors,13,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+6158,23,Private,259301,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+79016,42,Self-emp-not-inc,69333,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,4386,0,80,United-States,>50K
+67396,34,Private,167893,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,64,United-States,>50K
+42706,32,Federal-gov,386877,Assoc-voc,11,Never-married,Tech-support,Own-child,Black,Male,4650,0,40,United-States,<=50K
+13456,54,Private,146551,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,54,United-States,>50K
+39925,48,Private,238360,Bachelors,13,Separated,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+7155,38,Private,187748,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+7392,48,State-gov,50748,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+84762,22,Private,50136,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,El-Salvador,<=50K
+90597,42,Private,111483,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+72062,31,Private,298871,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+33340,27,Private,147340,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,>50K
+15027,57,Private,132704,Masters,14,Separated,Prof-specialty,Not-in-family,White,Male,10520,0,32,United-States,>50K
+34207,46,State-gov,327786,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,3325,0,42,United-States,<=50K
+95841,44,Federal-gov,243636,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+21425,42,Local-gov,194417,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+27567,24,Private,236696,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+46122,38,Private,337130,1st-4th,2,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+62057,29,Private,273051,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,Yugoslavia,>50K
+22305,38,Private,186191,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+31088,33,Private,268451,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+58625,61,Private,154600,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,4,United-States,<=50K
+32173,49,Local-gov,405309,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+6338,51,Self-emp-not-inc,99185,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+90355,42,Private,191765,HS-grad,9,Divorced,Other-service,Other-relative,Black,Female,0,0,35,United-States,<=50K
+30717,21,Private,253583,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+8737,29,,297054,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+88538,54,Private,204397,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+70049,23,Private,288771,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+22857,52,Private,173987,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+92534,28,Local-gov,33662,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,7298,0,40,United-States,>50K
+77755,23,Private,91658,Some-college,10,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+2032,43,Private,226902,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+89218,45,Private,232586,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+83741,51,Self-emp-not-inc,291755,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,<=50K
+44385,29,,207032,HS-grad,9,Married-spouse-absent,,Unmarried,Black,Female,0,0,42,Haiti,<=50K
+79230,23,Private,161478,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+56512,73,Self-emp-not-inc,109833,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+94742,47,Self-emp-not-inc,229394,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+30213,61,,69285,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,37,United-States,<=50K
+62380,26,Private,491862,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+74863,40,Private,311534,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+9159,32,Self-emp-not-inc,420895,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,47,United-States,<=50K
+15442,39,Private,226374,10th,6,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+76416,33,Federal-gov,101345,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15736,35,Private,48779,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+10695,42,Private,152676,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+85399,46,Private,164877,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+19979,33,Private,97521,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+31399,47,Private,88564,5th-6th,3,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,20,United-States,<=50K
+71440,33,Private,188246,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+93237,26,Private,189185,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+51518,42,State-gov,163069,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+78496,28,Private,251905,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+51222,29,Private,112403,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,<=50K
+82574,18,Private,36882,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+84446,33,Self-emp-not-inc,195891,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+27292,36,Private,194905,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,44,United-States,<=50K
+71372,33,Private,133503,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,48,United-States,>50K
+81495,40,Private,31621,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+57756,57,Self-emp-not-inc,413373,Doctorate,16,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+43107,40,Private,196029,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,45,United-States,<=50K
+43529,36,Private,107302,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+57355,45,Private,151267,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,>50K
+54988,52,Private,256861,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+3494,24,Private,82777,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+91782,30,Private,147430,HS-grad,9,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+60994,28,,60726,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+93564,46,Self-emp-not-inc,165754,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+36247,36,Private,448337,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+90212,48,Private,185079,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+40235,36,Private,418702,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+94648,48,Private,41504,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+66470,21,Private,387335,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,1719,9,United-States,<=50K
+24681,18,Private,261720,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44053,38,Private,133963,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+6257,66,,357750,11th,7,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+70978,36,State-gov,179488,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,55,United-States,>50K
+46497,38,Private,60135,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88180,55,Self-emp-not-inc,308746,Prof-school,15,Widowed,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+26771,27,Private,278720,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+31564,22,State-gov,477505,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+75564,29,Private,164711,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+71298,40,Private,208277,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+88248,21,Private,39943,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+16969,49,Private,104542,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+11747,29,Private,286634,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+79822,28,Private,142712,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+30077,26,Private,336404,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+22090,33,Private,117983,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,41,United-States,<=50K
+7152,72,,108796,Prof-school,15,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+71579,59,Private,59469,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,Iran,<=50K
+51232,37,Private,171968,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+98614,56,,119254,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+35023,27,Private,278617,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+89461,39,Private,72338,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+21005,49,Local-gov,343231,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,80,United-States,<=50K
+78648,30,Private,63910,HS-grad,9,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+58124,28,Private,190350,9th,5,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,40,United-States,<=50K
+84629,25,State-gov,176162,Bachelors,13,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+12225,18,Private,37720,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+59581,25,Private,421467,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,26,United-States,<=50K
+28666,36,Private,138441,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+97275,52,Private,146767,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+4346,20,,369678,12th,8,Never-married,,Not-in-family,Other,Male,0,1602,40,United-States,<=50K
+27469,25,Private,160445,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+86046,26,Private,211695,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+79416,50,Private,102346,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,2415,20,United-States,>50K
+29331,48,Private,128796,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+50807,39,Private,111129,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+6840,30,Local-gov,44566,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+37143,26,Private,118497,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+14473,36,Private,334291,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+68598,49,Private,237920,Doctorate,16,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+57286,34,Local-gov,136331,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+11621,28,Private,187397,HS-grad,9,Never-married,Other-service,Other-relative,Other,Male,0,0,48,Mexico,<=50K
+55039,28,Self-emp-not-inc,119793,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+9234,42,Private,24982,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+16501,26,Self-emp-not-inc,231714,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+48323,54,Private,229272,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+15581,66,,68219,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+41934,61,Self-emp-not-inc,268831,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,53,United-States,<=50K
+98567,45,Self-emp-not-inc,149640,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,>50K
+6092,29,Private,261725,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+74872,74,Private,161387,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,16,United-States,<=50K
+84526,61,Local-gov,260167,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+78962,27,Private,200928,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,22,United-States,<=50K
+74450,53,Federal-gov,155594,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+52383,57,Self-emp-not-inc,79539,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+3580,41,Private,469454,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+12856,45,Private,331482,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+80631,43,Private,225193,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+610,26,,370727,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,1977,40,United-States,>50K
+90301,29,Private,82393,HS-grad,9,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,25,Philippines,<=50K
+49526,65,,37170,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+48943,41,Private,58484,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+96272,31,Local-gov,156464,Bachelors,13,Never-married,Prof-specialty,Other-relative,White,Male,0,0,40,,<=50K
+23501,50,Private,344621,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95443,52,Private,174752,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+79532,18,Self-emp-inc,174202,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+18068,26,Private,261203,7th-8th,4,Never-married,Other-service,Unmarried,Other,Female,0,0,30,,<=50K
+18216,57,Private,316000,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+78058,63,State-gov,216871,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1740,40,United-States,<=50K
+66971,29,Private,246933,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,Mexico,<=50K
+16235,32,Self-emp-not-inc,112115,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+31190,34,Private,264651,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+96669,43,Private,99185,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,58,United-States,<=50K
+7432,39,Private,176186,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+66299,28,Private,100219,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+45718,32,Private,46691,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88313,28,State-gov,297735,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,90,United-States,<=50K
+7406,40,Private,132222,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,50,United-States,>50K
+35697,25,Private,189656,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,60,United-States,>50K
+84192,54,Local-gov,224934,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+77018,48,Self-emp-inc,149218,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+93477,51,Private,158508,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+33943,67,State-gov,261203,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+14210,17,Private,309504,10th,6,Never-married,Sales,Unmarried,White,Female,0,0,24,United-States,<=50K
+10760,24,State-gov,324637,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+43885,25,Private,267426,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+33008,68,,229016,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+96678,54,Private,46401,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,47,United-States,<=50K
+53371,32,Private,114288,HS-grad,9,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+15574,61,,203849,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58907,41,Federal-gov,193882,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+52252,53,Private,311269,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+7628,45,Private,156117,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+97082,64,,169917,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+52995,51,Private,222615,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+48040,41,State-gov,106900,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,60,United-States,>50K
+93743,40,Federal-gov,78036,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,65,United-States,>50K
+84831,27,Private,380560,HS-grad,9,Never-married,Farming-fishing,Other-relative,White,Male,0,0,40,Mexico,<=50K
+26897,41,Private,167106,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,3103,0,35,Philippines,>50K
+55069,51,Private,289436,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+54449,36,Private,749636,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+97472,34,Self-emp-inc,154120,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,55,United-States,<=50K
+65249,43,Private,105119,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+31652,61,Federal-gov,181081,HS-grad,9,Divorced,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+17649,31,Private,182237,10th,6,Separated,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+43852,34,Private,102130,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+53561,43,Private,266324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,99,United-States,>50K
+36029,52,Private,170562,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+82134,18,Private,240543,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+31763,37,Federal-gov,187046,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+47646,60,Private,389254,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+71147,47,Private,179955,Some-college,10,Widowed,Transport-moving,Unmarried,White,Female,0,0,25,Outlying-US(Guam-USVI-etc),<=50K
+12135,21,Private,197997,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+34180,34,Self-emp-inc,343789,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,United-States,>50K
+68510,28,Private,191088,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,1741,52,United-States,<=50K
+86044,40,Local-gov,141649,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+89065,26,Private,433906,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77854,48,Private,207982,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+36644,46,Private,175925,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+19654,58,Private,85767,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+56368,32,Self-emp-inc,281030,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+79257,90,,313986,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+92380,38,Private,396595,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+14558,20,,189203,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,20,United-States,<=50K
+72682,43,Self-emp-not-inc,163108,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+93684,17,Private,141590,11th,7,Never-married,Priv-house-serv,Own-child,White,Female,0,0,12,United-States,<=50K
+99364,36,Private,137421,12th,8,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,0,0,45,,<=50K
+68161,36,Private,67728,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,Italy,<=50K
+35158,30,Private,345522,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,70,United-States,>50K
+76525,45,Private,330087,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+15269,51,Self-emp-not-inc,204322,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+56503,29,Private,50295,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+41991,35,Self-emp-not-inc,147258,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+79072,19,Private,194260,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+52020,56,Private,437727,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+18921,64,,34100,Some-college,10,Widowed,,Not-in-family,White,Male,0,0,4,United-States,<=50K
+36013,62,,186611,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21498,24,Private,280960,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,24,United-States,<=50K
+82356,33,Private,33117,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+37574,43,Private,169628,Bachelors,13,Never-married,Sales,Unmarried,Black,Female,0,0,35,United-States,>50K
+17973,22,State-gov,124942,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,45,United-States,<=50K
+99102,44,Private,143368,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,55,United-States,<=50K
+64969,37,Private,255621,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+57485,34,Self-emp-inc,154227,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,75,United-States,<=50K
+33278,43,Private,171438,Assoc-voc,11,Separated,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+21057,39,Private,191524,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+21682,30,Private,377017,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,32,United-States,<=50K
+69468,58,Private,192806,7th-8th,4,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,33,United-States,<=50K
+9234,31,,259120,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,10,United-States,<=50K
+68425,45,Local-gov,234195,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+32451,30,Private,147596,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+74103,42,Private,147251,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,<=50K
+85103,50,Private,176157,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+40925,25,Local-gov,176162,Assoc-voc,11,Never-married,Protective-serv,Own-child,White,Male,0,0,30,United-States,<=50K
+79084,34,Private,384150,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+4680,50,Private,107665,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+70752,72,,82635,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+7950,60,State-gov,165827,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+62501,41,Private,287306,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+94777,71,Self-emp-not-inc,78786,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,10,United-States,<=50K
+17648,40,Self-emp-not-inc,33310,Prof-school,15,Divorced,Other-service,Not-in-family,White,Female,0,2339,35,United-States,<=50K
+68904,22,Private,349368,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+66846,52,Private,117674,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+24016,30,Private,310889,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,United-States,<=50K
+96345,36,,187167,HS-grad,9,Separated,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+13624,40,Private,379919,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+88271,31,Federal-gov,34862,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+82625,44,Private,201723,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+49412,38,Local-gov,161463,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+87910,46,Private,186410,Prof-school,15,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+86783,57,Federal-gov,62020,Prof-school,15,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,55,United-States,>50K
+99883,39,Private,42044,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+94097,42,Private,170230,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,>50K
+69209,43,Private,341358,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+67977,22,Private,199426,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,17,United-States,<=50K
+82453,44,Private,89172,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+37302,22,,148955,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,15,South,<=50K
+99307,37,Private,140673,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+27189,20,,71788,Some-college,10,Never-married,,Own-child,White,Female,0,0,18,United-States,<=50K
+65341,26,State-gov,326033,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,80,United-States,<=50K
+77745,35,Private,129305,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+11581,28,Private,171067,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+51142,34,Private,143582,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Japan,<=50K
+87537,17,,171461,10th,6,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+71418,18,Private,257980,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+69651,25,Private,182866,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+23897,44,Self-emp-inc,69333,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+42376,61,Private,668362,1st-4th,2,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+64723,39,Private,132879,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+45843,61,Private,181219,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,40,United-States,>50K
+48847,19,,166018,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+71028,22,Private,120518,HS-grad,9,Widowed,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+89746,19,Private,183532,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+34127,45,Private,49298,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+77315,20,Private,157332,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+49023,37,Private,213726,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+69764,26,Private,31143,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62463,17,,256173,10th,6,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+26497,26,Private,184872,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,>50K
+74056,58,Private,202652,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,Dominican-Republic,<=50K
+62456,61,,101602,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,>50K
+38824,64,Private,60940,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,8614,0,50,France,>50K
+78251,19,Private,292590,HS-grad,9,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,25,United-States,<=50K
+83497,36,Private,141420,Bachelors,13,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+84386,47,Private,159389,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+4385,62,Private,254534,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+15606,36,State-gov,89508,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+18321,38,Self-emp-not-inc,238980,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+22111,54,Private,178946,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+40946,31,Private,204752,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+49777,26,Private,290213,Some-college,10,Separated,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+368,50,Private,102615,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+12475,41,Private,291965,Some-college,10,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+36709,52,Local-gov,175339,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+87332,28,Private,90547,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,23,United-States,<=50K
+76822,23,,449101,HS-grad,9,Married-civ-spouse,,Own-child,White,Female,0,0,30,United-States,<=50K
+30757,46,Self-emp-not-inc,101722,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3137,0,40,United-States,<=50K
+45029,32,,981628,HS-grad,9,Divorced,,Unmarried,Black,Male,0,0,40,United-States,<=50K
+64397,59,,147989,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+6222,30,Self-emp-inc,204470,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,36,United-States,>50K
+3943,58,Local-gov,311409,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7688,0,30,United-States,>50K
+2490,31,Private,190027,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,40,,<=50K
+20459,36,Private,218015,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+47061,31,State-gov,77634,Preschool,1,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+78320,52,Self-emp-not-inc,42984,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,>50K
+39084,29,Private,413297,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3411,0,70,Mexico,<=50K
+10574,48,Self-emp-not-inc,218835,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,England,<=50K
+69301,30,Private,341051,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+61031,58,Private,252419,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+95727,20,Federal-gov,347935,Some-college,10,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+31712,19,Private,237848,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,3,United-States,<=50K
+65936,63,Private,174826,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77803,51,Self-emp-not-inc,170086,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+56250,53,Private,470368,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+58752,54,Federal-gov,75235,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+23774,35,,35854,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+78260,26,Private,746432,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,48,United-States,<=50K
+37647,47,Self-emp-not-inc,258498,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,52,United-States,<=50K
+16570,44,Private,176063,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+89124,80,Self-emp-not-inc,26865,7th-8th,4,Never-married,Farming-fishing,Unmarried,White,Male,0,0,20,United-States,<=50K
+75011,55,Private,104724,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+69970,43,Private,346321,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+49751,49,Private,402462,Bachelors,13,Married-spouse-absent,Transport-moving,Unmarried,White,Male,0,0,30,Columbia,<=50K
+46469,27,Private,153078,Prof-school,15,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+54660,42,Private,176063,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+8598,39,Private,451059,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+79003,36,,229533,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+24889,32,Private,106437,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+65686,58,Local-gov,294313,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,55,United-States,<=50K
+81891,63,Private,67903,9th,5,Separated,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+50348,49,Private,133669,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+80030,36,Self-emp-inc,251730,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+85942,46,Private,72896,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+40027,47,Private,155664,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,United-States,>50K
+4562,39,Private,206520,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+24631,33,Private,72338,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,65,Japan,>50K
+70839,43,Local-gov,34640,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Other,Male,0,1887,40,United-States,>50K
+19497,30,Private,236543,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,68,United-States,<=50K
+41815,39,Local-gov,43702,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,37,United-States,<=50K
+21118,44,Private,335248,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+94029,27,Private,198197,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+946,80,,281768,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,4,United-States,<=50K
+44899,31,Private,160594,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Male,0,0,3,United-States,<=50K
+34492,34,Local-gov,231826,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,El-Salvador,<=50K
+67428,28,Private,188171,Assoc-acdm,12,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+89124,55,Private,125000,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+64242,36,Private,166509,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22475,42,Private,402367,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,7688,0,45,United-States,>50K
+78658,67,Local-gov,204123,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,United-States,<=50K
+39847,53,Self-emp-inc,220786,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+60408,43,Private,254146,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+18959,29,Local-gov,152461,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,42,United-States,<=50K
+22641,19,Private,223669,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+37666,51,Private,120270,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+8295,21,Self-emp-not-inc,304602,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,98,United-States,<=50K
+48829,54,Private,24108,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+15588,42,Self-emp-not-inc,32546,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,7430,0,40,United-States,>50K
+63880,41,Private,93885,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+39643,28,Private,210765,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+14793,31,Private,191276,Assoc-voc,11,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+87536,82,Self-emp-not-inc,71438,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+28966,23,Private,330571,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,16,United-States,<=50K
+84092,40,Local-gov,138634,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+94840,35,Private,112264,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+33137,24,Private,205865,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,45,United-States,<=50K
+28221,21,Private,224640,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+30557,27,Private,180758,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,United-States,<=50K
+48014,29,,499935,Assoc-voc,11,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+57385,40,Self-emp-not-inc,107762,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+58603,17,Private,214787,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+35935,27,Private,211032,1st-4th,2,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+22316,34,Private,208353,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+86119,18,Private,157273,10th,6,Never-married,Other-service,Other-relative,Black,Male,0,0,15,United-States,<=50K
+94982,39,Private,75891,Bachelors,13,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+18518,34,Self-emp-inc,177675,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+34034,44,Private,182370,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+84863,18,,200525,11th,7,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+44742,39,Private,174242,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+70485,28,Private,95566,1st-4th,2,Married-spouse-absent,Other-service,Own-child,Other,Female,0,0,35,Dominican-Republic,<=50K
+79225,30,Private,30290,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+473,60,Private,240951,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+91161,58,Private,183810,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,24,United-States,<=50K
+52819,49,Private,94342,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+33213,61,Self-emp-inc,148577,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+29207,27,Private,103634,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+37930,59,Self-emp-not-inc,83542,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+834,52,Federal-gov,76131,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,40,United-States,>50K
+22528,42,Federal-gov,262402,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+43324,27,Private,198286,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+98830,41,Self-emp-inc,145441,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+73233,35,,273558,Some-college,10,Never-married,,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+1068,50,Local-gov,117496,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,24,United-States,<=50K
+95199,36,Private,128876,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29338,21,Private,199698,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+77833,38,Private,65390,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+34314,46,Private,128645,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67896,59,Private,53481,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+85825,55,Private,92215,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+67839,49,Local-gov,78859,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,323,20,United-States,<=50K
+6642,59,Self-emp-inc,187502,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+40487,38,Private,242080,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+73807,22,Private,41837,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+92341,28,Private,291374,12th,8,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+20499,47,Private,148995,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,60,United-States,>50K
+45429,59,Private,159008,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,<=50K
+12562,37,Private,271013,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+72204,33,Private,199046,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+18087,34,Private,164280,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Portugal,<=50K
+42018,35,Local-gov,116960,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+81897,55,Private,100054,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+70495,18,Private,183824,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+81040,48,Private,313925,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+28599,48,Private,379883,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Cuba,>50K
+93008,70,,92593,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+41471,27,Private,189777,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+1990,43,Private,198330,Masters,14,Widowed,Prof-specialty,Unmarried,Black,Female,0,0,37,United-States,<=50K
+72015,32,Private,127451,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+25098,62,,31577,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,18,United-States,<=50K
+96118,18,,90230,HS-grad,9,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+63252,50,Private,301024,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+45511,38,Self-emp-not-inc,175732,HS-grad,9,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,15,United-States,<=50K
+12121,18,Private,218889,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+46307,46,Private,117605,9th,5,Divorced,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+7275,26,Private,154571,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,45,United-States,>50K
+6731,44,Private,228057,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Dominican-Republic,<=50K
+1412,32,Private,173998,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+19587,25,Private,90752,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+78161,55,Private,51008,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+53132,55,Federal-gov,113398,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+65313,25,Private,74977,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+63972,40,Private,101593,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+90027,29,Private,228346,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+73780,60,Private,180418,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+29416,45,Private,44489,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+42147,43,Self-emp-not-inc,277488,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+65569,24,Private,103064,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,55,United-States,<=50K
+69784,34,Private,226872,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8744,47,Self-emp-not-inc,330416,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+79805,24,Private,186495,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+95235,47,State-gov,205712,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,38,United-States,<=50K
+20686,18,Private,217743,11th,7,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+77747,50,Self-emp-inc,52565,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1485,40,United-States,<=50K
+79102,22,Private,239954,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+71564,49,Self-emp-not-inc,349986,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+6097,41,Private,117585,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,40,United-States,>50K
+97220,68,Self-emp-not-inc,122094,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+11532,62,Self-emp-not-inc,26857,7th-8th,4,Widowed,Farming-fishing,Other-relative,White,Female,0,0,35,United-States,<=50K
+62944,25,Local-gov,192321,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+19001,24,Private,88095,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,24,Mexico,<=50K
+25647,44,Private,144067,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,12,,<=50K
+75048,32,Private,124187,9th,5,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+62172,49,Private,123681,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,43,United-States,>50K
+26774,68,Private,145638,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+87285,25,Private,130513,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,Peru,<=50K
+73231,47,Federal-gov,197038,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+26423,35,Private,189092,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+1658,37,Self-emp-not-inc,198841,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+89064,57,Private,317969,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+85489,37,Private,103121,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1848,40,United-States,>50K
+53663,34,Private,111589,10th,6,Never-married,Other-service,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+3573,46,Local-gov,267952,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+98946,21,Private,63899,11th,7,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+30744,26,Private,473625,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+909,45,Private,187901,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,2258,44,United-States,>50K
+85654,17,Private,24090,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,35,United-States,<=50K
+42561,36,Self-emp-inc,102729,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,<=50K
+83584,33,Private,91666,12th,8,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+64834,27,Private,215873,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+61659,32,Private,152109,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+16156,24,Private,175586,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+52464,37,Private,232614,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+55600,53,State-gov,229465,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+58159,44,Private,147110,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,14344,0,40,United-States,>50K
+19424,43,Local-gov,161240,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+44796,29,Private,358124,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,52,United-States,<=50K
+51839,47,Private,222529,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+23094,37,Self-emp-not-inc,338320,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+93412,43,Self-emp-inc,62026,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+91142,23,Private,263886,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+83229,50,Private,310774,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+73409,25,Private,98155,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+59362,40,Private,259307,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+49499,39,Private,358753,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+2723,41,Private,29762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+74469,32,Private,202729,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+52556,19,Private,28790,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+88427,26,Private,53209,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+61933,30,Local-gov,169020,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+9928,34,Private,127195,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+23399,41,Private,211731,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+67837,42,Self-emp-not-inc,126614,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Other,Male,0,0,30,Iran,<=50K
+34200,45,Private,259463,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+12707,22,Private,228411,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+57390,25,Private,117827,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+76079,22,Federal-gov,57216,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+14565,46,State-gov,250821,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+52776,48,Self-emp-inc,88564,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,45,United-States,<=50K
+58059,45,Private,172822,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,52,United-States,>50K
+25243,19,Private,251579,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,14,United-States,<=50K
+37908,31,Private,118399,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+45241,30,Self-emp-inc,178383,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,70,United-States,<=50K
+2604,40,Self-emp-not-inc,170866,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+40606,60,,268954,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,12,United-States,>50K
+6406,52,,89951,12th,8,Married-civ-spouse,,Wife,Black,Female,0,0,40,United-States,>50K
+24660,22,Private,203894,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+3659,25,Private,237065,Some-college,10,Divorced,Other-service,Own-child,Black,Male,0,0,38,United-States,<=50K
+90690,51,Local-gov,108435,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,>50K
+57675,32,Private,93213,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,62,United-States,<=50K
+5077,51,Self-emp-inc,231230,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,<=50K
+20422,42,Private,386175,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+85480,39,Private,128392,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+83699,24,Private,223515,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+63814,52,Private,208630,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,1741,38,United-States,<=50K
+95761,58,,97969,1st-4th,2,Married-spouse-absent,,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+97721,43,Private,174295,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+21043,31,Private,60229,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+95858,28,Private,66095,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+72959,31,Federal-gov,130057,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+3636,61,Private,179743,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,20,United-States,<=50K
+25358,26,Private,192022,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+55066,46,Private,45288,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+57317,62,,178764,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+53146,50,Private,99476,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+34897,18,Private,41973,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,5,United-States,<=50K
+96840,23,Private,162228,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+16055,21,Private,211968,Some-college,10,Never-married,Sales,Own-child,White,Female,0,1762,28,United-States,<=50K
+4000,46,Private,211226,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,36,United-States,<=50K
+80151,38,Private,33397,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+76479,53,Private,120839,12th,8,Divorced,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+33352,53,Private,36327,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+22668,50,Private,139703,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+5232,26,Private,107827,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,25,United-States,<=50K
+64620,46,Local-gov,140219,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,55,United-States,>50K
+45814,44,Local-gov,203761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+19477,36,Local-gov,114719,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+44652,20,Private,344394,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+63321,35,Private,195516,7th-8th,4,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,Mexico,<=50K
+51250,40,State-gov,31627,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,20,United-States,<=50K
+70547,70,Private,174032,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+57729,57,Private,226875,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+23961,40,Private,566537,Preschool,1,Married-civ-spouse,Other-service,Husband,White,Male,0,1672,40,Mexico,<=50K
+3848,18,Private,36162,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,5,United-States,<=50K
+11083,45,Self-emp-not-inc,31478,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,2829,0,60,United-States,<=50K
+9383,52,Private,294991,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+36360,24,,108495,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+35902,42,Self-emp-inc,161532,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,<=50K
+57671,28,Local-gov,332249,HS-grad,9,Separated,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+34367,32,Private,268147,Assoc-voc,11,Never-married,Tech-support,Unmarried,White,Female,0,0,60,United-States,<=50K
+26400,56,Federal-gov,317847,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+6040,44,Private,52028,1st-4th,2,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+58272,20,Private,184045,Some-college,10,Never-married,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+95589,32,Private,206609,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+51584,59,Private,152968,Some-college,10,Separated,Adm-clerical,Other-relative,White,Male,3325,0,40,United-States,<=50K
+29567,21,Private,213015,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,2176,0,40,United-States,<=50K
+59767,32,Private,313835,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+63457,49,Private,66385,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,5013,0,40,United-States,<=50K
+32527,22,Private,205940,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,1055,0,30,United-States,<=50K
+389,51,Self-emp-inc,260938,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+45668,33,Private,60567,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+91433,23,Private,335067,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+54394,34,Private,331126,HS-grad,9,Never-married,Other-service,Unmarried,Black,Male,0,0,30,United-States,<=50K
+52298,53,Private,156612,12th,8,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+22264,44,Private,188436,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+61761,60,Private,227468,Some-college,10,Widowed,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+371,55,Private,183580,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+7965,57,Self-emp-not-inc,50990,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+6266,59,Private,384246,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+36528,26,,375313,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+50031,30,Private,176410,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Own-child,White,Female,7298,0,16,United-States,>50K
+31702,49,Private,93639,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,43,United-States,<=50K
+1852,45,Private,30289,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+72556,29,Self-emp-inc,124950,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+37670,37,Self-emp-not-inc,126675,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+73168,21,Private,145964,12th,8,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+78376,36,State-gov,345712,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+14733,18,,97474,HS-grad,9,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+97503,37,Private,180342,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+20943,19,Private,167087,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67380,65,,192825,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+59075,30,Private,318749,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,35,Germany,<=50K
+74975,27,,147638,Masters,14,Never-married,,Not-in-family,Other,Female,0,0,40,Japan,<=50K
+25331,59,Federal-gov,293971,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+41031,32,Private,229566,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,>50K
+47528,25,Private,242464,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+36882,40,Private,111067,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,80,United-States,>50K
+62002,21,,155697,9th,5,Never-married,,Own-child,White,Male,0,0,42,United-States,<=50K
+26943,49,Local-gov,106554,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+7570,49,Private,23776,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+73234,51,,43909,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+63888,48,Private,105808,9th,5,Widowed,Transport-moving,Unmarried,White,Male,0,0,40,United-States,>50K
+68526,42,Private,169995,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+88625,53,Private,141388,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+50846,29,Self-emp-not-inc,241431,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+84909,21,,78374,HS-grad,9,Never-married,,Other-relative,Asian-Pac-Islander,Female,0,0,24,United-States,<=50K
+60900,54,Self-emp-not-inc,158948,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,15,United-States,<=50K
+69877,66,Private,115498,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,55,,>50K
+94590,34,Private,272411,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+95007,39,Private,30529,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,40,United-States,>50K
+41998,62,,263374,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,40,Canada,<=50K
+36108,30,Private,190228,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+47151,27,Private,126060,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+40843,25,Private,391192,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+13409,26,Private,214069,HS-grad,9,Separated,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+98128,45,Private,170871,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,60,United-States,>50K
+73601,55,Private,118993,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,10,United-States,<=50K
+50830,26,Private,245880,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+19988,45,Private,174794,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,56,Germany,<=50K
+86457,61,Local-gov,153408,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+35114,34,,330301,7th-8th,4,Separated,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+963,26,Private,385278,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,60,United-States,<=50K
+62213,44,Federal-gov,38434,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+63595,45,Self-emp-not-inc,111679,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+17218,55,Private,168956,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+44690,20,Private,86143,Some-college,10,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+5395,48,Private,99835,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+22422,33,Private,263561,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+44674,44,Private,118536,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+98843,32,Self-emp-inc,209691,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Canada,<=50K
+52168,54,Private,123374,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+90365,40,Private,137225,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+26971,29,Private,119359,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,10,China,>50K
+30661,56,Private,134153,10th,6,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+80767,47,Private,121124,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+79699,22,Private,147655,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+77743,46,Private,165138,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+68089,24,Federal-gov,312017,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+9560,37,Private,272950,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+60671,49,Private,259323,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+55159,44,Federal-gov,281739,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,13550,0,50,United-States,>50K
+17935,21,Private,119156,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+5707,55,Private,165881,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+38434,23,State-gov,136075,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+60515,50,Private,187465,11th,7,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36530,44,Private,328561,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,20,United-States,<=50K
+76830,48,Private,350440,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+92044,38,Self-emp-not-inc,109133,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+31014,48,Private,109814,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+73116,39,Private,86643,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+30497,52,Federal-gov,154521,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,44,United-States,>50K
+82424,63,Private,45912,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+26357,48,Private,175070,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,2258,40,United-States,>50K
+12862,37,Private,338033,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62946,26,State-gov,158963,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+8563,50,Self-emp-inc,121441,11th,7,Never-married,Exec-managerial,Other-relative,White,Male,0,2444,40,United-States,>50K
+29097,47,Self-emp-not-inc,242391,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+59780,19,Private,119964,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Female,0,0,15,United-States,<=50K
+66101,34,Private,193344,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,Germany,<=50K
+6536,29,Local-gov,45554,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+34920,33,Private,249716,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+54883,53,Private,58985,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,24,United-States,<=50K
+15388,24,Private,456367,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+80143,39,Private,117381,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+93685,50,Self-emp-not-inc,240922,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,1408,5,United-States,<=50K
+58824,31,Private,226443,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+15279,22,Private,364342,Assoc-voc,11,Never-married,Sales,Not-in-family,Black,Female,0,0,25,United-States,<=50K
+67407,42,Local-gov,101593,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,42,United-States,<=50K
+69737,23,Private,267471,12th,8,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+44734,22,Private,186849,11th,7,Divorced,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+31284,65,Private,174603,5th-6th,3,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,10,Italy,<=50K
+57762,34,Private,115040,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+17729,23,Private,142766,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,1055,0,20,United-States,<=50K
+13755,38,Private,59660,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+42857,45,Self-emp-not-inc,49595,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+39183,19,Private,127491,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+24733,46,Private,155933,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,1602,8,United-States,<=50K
+88418,23,Private,122272,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+70386,37,Private,143771,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+74201,59,Private,91384,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+75090,36,State-gov,135874,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+71207,35,Private,207066,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,10520,0,45,United-States,>50K
+57399,51,Private,172493,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,12,United-States,<=50K
+28322,42,Local-gov,189956,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,30,United-States,<=50K
+46136,35,Private,106967,Masters,14,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+12946,20,Private,200153,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+56229,25,Private,149943,HS-grad,9,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,4101,0,60,,<=50K
+80469,41,Private,151736,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+50261,40,Private,67852,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,35,United-States,<=50K
+64494,36,Private,54229,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,37,United-States,<=50K
+96517,34,Self-emp-inc,154120,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+65246,44,Self-emp-not-inc,157217,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+74690,31,Federal-gov,381645,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93105,41,Local-gov,160785,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+24542,43,Private,133584,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+76545,43,Private,170230,Masters,14,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+57101,58,Private,250206,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+56647,19,Private,128363,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+1481,43,Local-gov,163434,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,55,United-States,>50K
+84243,50,Private,195690,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+62432,44,Self-emp-inc,138991,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+91032,46,Private,118419,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,38,United-States,<=50K
+96925,52,Self-emp-not-inc,185407,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+30082,52,Self-emp-not-inc,283079,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+37376,18,Private,119655,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+78454,29,Private,153416,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+27939,19,,204868,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,36,United-States,<=50K
+86321,34,Private,220362,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+33875,23,Local-gov,203078,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+26474,64,State-gov,104361,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,65,United-States,<=50K
+30778,68,Private,274096,10th,6,Divorced,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+28357,42,State-gov,455553,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+50261,41,Private,112283,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+80053,41,Self-emp-inc,64506,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+26911,22,State-gov,24395,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+36949,67,Self-emp-inc,182581,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,20,United-States,>50K
+47800,27,Private,100669,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+75248,25,Private,178025,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+26872,49,,113913,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,60,United-States,<=50K
+99061,28,Private,55191,Assoc-acdm,12,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+2481,51,Federal-gov,223206,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,15024,0,40,Vietnam,>50K
+96880,23,Local-gov,162551,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,0,0,35,China,<=50K
+85711,19,Private,693066,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+16720,72,,96867,5th-6th,3,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+16904,33,Private,256362,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+72611,53,Private,539864,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+70339,35,Private,241153,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+77244,31,Private,284395,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+53900,18,Private,180039,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+72139,45,Private,178416,Assoc-voc,11,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+47889,28,Private,175710,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,,<=50K
+50324,22,Local-gov,164775,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Guatemala,>50K
+79635,55,Private,176897,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+97788,45,Private,265097,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,1902,40,United-States,>50K
+12393,22,Private,193090,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,37,United-States,<=50K
+39062,37,Private,186009,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1672,60,United-States,<=50K
+66381,28,Private,175262,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+52669,19,Private,109928,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+45173,37,Self-emp-not-inc,162834,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,45,United-States,>50K
+82990,50,Private,177896,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+30571,31,Private,181372,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+72659,40,Private,70645,Preschool,1,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+97226,51,Private,128272,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+48807,56,Private,106723,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+84163,21,Private,122348,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,35,United-States,<=50K
+76104,40,Private,177905,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,44,United-States,>50K
+39977,22,Private,254547,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+66071,47,Self-emp-inc,102308,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,45,United-States,>50K
+93445,44,Private,33105,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+43564,30,Private,215441,Some-college,10,Never-married,Adm-clerical,Not-in-family,Other,Male,0,0,40,,<=50K
+21832,44,Local-gov,197919,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+30256,41,Private,206139,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+76486,47,Private,117849,Assoc-acdm,12,Divorced,Sales,Own-child,White,Male,0,0,44,United-States,<=50K
+33523,26,Private,323044,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,Germany,>50K
+85940,34,Private,90415,Assoc-voc,11,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+79401,47,Private,294913,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+10556,36,Private,127573,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+18093,21,Private,180190,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,46,United-States,<=50K
+21587,45,State-gov,231013,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+62284,33,Private,356015,HS-grad,9,Separated,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,35,Hong,<=50K
+73846,33,Private,198069,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+80358,58,Self-emp-not-inc,99141,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Female,0,0,10,United-States,<=50K
+48320,31,Private,188246,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+38683,32,Self-emp-not-inc,116508,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+46866,44,Federal-gov,38434,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+17536,24,Private,128477,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+31539,35,Private,91839,Bachelors,13,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,7688,0,20,United-States,>50K
+25550,43,Private,409922,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+9412,49,Private,185041,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+99353,37,Self-emp-not-inc,103925,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+90796,42,Self-emp-not-inc,34037,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+68172,31,Private,251659,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,1485,55,,>50K
+6375,19,Private,57145,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+79867,41,Private,182108,Doctorate,16,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,>50K
+87510,51,Self-emp-inc,213296,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+4068,51,Self-emp-inc,28765,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+5222,63,Private,37792,10th,6,Widowed,Other-service,Not-in-family,White,Female,0,0,31,United-States,<=50K
+11487,39,Federal-gov,232036,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+73158,30,Private,33678,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+35427,62,Without-pay,159908,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,16,United-States,<=50K
+49865,27,Private,176761,HS-grad,9,Never-married,Craft-repair,Other-relative,Other,Male,0,0,40,Nicaragua,<=50K
+6271,32,Private,260954,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2042,30,United-States,<=50K
+47707,37,Local-gov,180342,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+50247,47,Local-gov,324791,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,50,United-States,>50K
+28763,31,Private,183801,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,43,United-States,>50K
+94767,42,Private,204235,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+88029,37,Private,249720,Assoc-voc,11,Married-spouse-absent,Sales,Unmarried,Black,Female,0,0,32,United-States,<=50K
+20995,60,Private,127084,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,2042,34,United-States,<=50K
+95986,42,Local-gov,201495,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+32602,38,Private,447346,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,>50K
+17678,24,Private,206008,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,Black,Male,0,0,20,United-States,<=50K
+41993,34,Private,286020,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+42678,20,,99891,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+24287,29,Local-gov,169544,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,48,United-States,<=50K
+15771,90,Private,313749,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+75169,55,Private,89182,12th,8,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Italy,<=50K
+76276,36,Private,258102,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+10771,49,Private,255466,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+35562,50,Private,38795,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+85848,17,Private,311907,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+70094,54,Private,171924,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+8962,26,Private,164488,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,10,United-States,<=50K
+62242,44,Private,297991,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,50,United-States,<=50K
+75072,28,Private,478315,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+72442,54,Local-gov,34832,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+42326,21,Private,67804,9th,5,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,20,United-States,<=50K
+29791,24,Private,34568,Assoc-voc,11,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+71216,31,Private,47151,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,56,United-States,<=50K
+1081,59,,120617,Some-college,10,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+5158,41,Private,318046,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,>50K
+87854,29,Private,363963,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+1044,50,Private,92811,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+44641,32,Private,33678,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+43479,42,Private,66118,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+81352,47,Private,160474,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+85938,44,Private,159960,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+72306,49,Private,242987,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Columbia,<=50K
+82876,61,Private,232719,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+21434,65,Local-gov,103153,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1411,40,United-States,<=50K
+84082,45,Local-gov,162187,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+72710,59,Private,207391,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+55895,30,Never-worked,176673,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,0,0,40,United-States,<=50K
+6538,34,Private,356882,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+79934,24,Private,427686,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+90505,42,Self-emp-inc,191196,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,,>50K
+82417,37,Private,377798,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+28869,36,Private,43712,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13783,21,,205939,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+25657,54,Private,161691,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,2559,40,United-States,>50K
+59445,34,Private,346034,12th,8,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,35,Mexico,<=50K
+83241,41,Private,144460,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,Italy,<=50K
+14203,18,Never-worked,153663,Some-college,10,Never-married,,Own-child,White,Male,0,0,4,United-States,<=50K
+28447,26,Private,262617,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+52431,23,Federal-gov,173851,HS-grad,9,Never-married,Armed-Forces,Not-in-family,White,Male,0,0,8,United-States,<=50K
+83899,63,,126540,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,5,United-States,<=50K
+55806,34,Private,117963,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+13629,54,Private,219737,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,37,United-States,<=50K
+43940,37,Private,328466,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,Mexico,<=50K
+49712,54,State-gov,138852,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+31487,22,Local-gov,195532,Some-college,10,Never-married,Protective-serv,Other-relative,White,Female,0,0,43,United-States,<=50K
+31840,32,Private,188246,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2942,42,State-gov,138162,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+63391,31,State-gov,110714,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,37,United-States,<=50K
+30366,48,Private,123075,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+56177,28,Private,330466,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Hong,<=50K
+95693,31,Private,254304,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+77396,28,Private,435842,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+77496,24,Private,118657,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+55497,50,Private,278188,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,45,United-States,<=50K
+67192,26,Private,233777,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,72,Mexico,<=50K
+22019,37,Self-emp-inc,328466,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+90839,24,Private,176580,5th-6th,3,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+68680,18,,156608,11th,7,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+24703,32,Private,172415,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+3362,23,Private,194951,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,55,Ireland,<=50K
+94211,33,Local-gov,318921,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Female,0,0,35,United-States,<=50K
+2273,49,Private,189462,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+6880,75,Self-emp-not-inc,192813,Masters,14,Widowed,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+38854,74,Self-emp-not-inc,199136,Bachelors,13,Widowed,Craft-repair,Not-in-family,White,Male,15831,0,8,Germany,>50K
+11285,26,Private,156805,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+16453,66,,93318,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+44354,34,Private,121966,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+68892,18,Private,347336,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+26315,33,Private,205950,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+62953,36,State-gov,212143,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+30496,44,Private,187821,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+79387,36,Private,250807,11th,7,Never-married,Craft-repair,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+68158,53,Private,291755,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+11279,60,Private,36077,7th-8th,4,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+93933,28,Private,119793,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+41577,36,Private,184655,10th,6,Divorced,Transport-moving,Unmarried,White,Male,0,0,48,United-States,<=50K
+66673,35,Private,162256,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,6849,0,40,United-States,<=50K
+75960,45,Self-emp-not-inc,204405,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+62473,23,Private,133355,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+48174,35,Private,89559,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,55,United-States,<=50K
+84036,34,Private,115066,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+40132,46,Private,139514,Preschool,1,Married-civ-spouse,Machine-op-inspct,Other-relative,Black,Male,0,0,75,Dominican-Republic,<=50K
+30795,58,State-gov,200316,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+21731,55,Local-gov,166502,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+14223,63,Private,226422,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+2642,41,Self-emp-not-inc,251305,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+51354,45,Private,190482,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,76,United-States,<=50K
+66190,41,Private,122215,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+45313,42,Private,248356,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+56485,90,Local-gov,214594,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,2653,0,40,United-States,<=50K
+90128,41,Private,220460,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+43472,22,Private,174043,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+40627,53,Self-emp-not-inc,137547,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,27828,0,40,Philippines,>50K
+50621,49,Self-emp-not-inc,111959,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Scotland,>50K
+19373,51,Private,40641,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+34031,22,Private,205940,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+67812,23,Private,265077,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+41324,59,Private,395736,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+58827,40,Private,306225,HS-grad,9,Divorced,Craft-repair,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,<=50K
+59507,28,Private,180299,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+16106,39,Private,214896,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,El-Salvador,<=50K
+70521,25,Private,273792,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,37,United-States,<=50K
+63448,48,State-gov,224474,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+58235,62,Private,271431,9th,5,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,42,United-States,<=50K
+67236,44,Local-gov,150171,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+18481,28,Federal-gov,381789,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+41297,62,Private,170984,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+55767,32,Private,108256,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+13944,59,Federal-gov,23789,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+58624,20,Private,176321,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,20,United-States,<=50K
+49242,40,Private,260425,Assoc-acdm,12,Separated,Tech-support,Unmarried,White,Female,1471,0,32,United-States,<=50K
+54692,47,Private,248059,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,47,United-States,>50K
+28576,60,Private,56248,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+85420,55,Private,199763,HS-grad,9,Separated,Protective-serv,Not-in-family,White,Male,0,0,81,United-States,<=50K
+72238,18,Private,200047,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+21198,43,Private,191712,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+56020,31,Self-emp-not-inc,156033,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+18180,22,Private,173736,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+80827,56,Private,135458,HS-grad,9,Divorced,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+74543,41,Private,185660,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+83567,24,Private,222005,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+4934,42,Private,161510,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+51812,53,Local-gov,186303,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+68922,52,Local-gov,143533,7th-8th,4,Never-married,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+27108,42,Private,288154,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,89,United-States,>50K
+39155,48,Private,325372,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Portugal,<=50K
+28009,35,Private,379959,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+74537,33,Private,168387,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+94467,20,Private,234640,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+41475,33,Private,232475,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+71775,30,Private,205152,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+21718,31,Private,112115,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+93134,29,Private,183854,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+10992,26,Private,164386,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,48,United-States,<=50K
+16177,61,Private,149620,Some-college,10,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+96653,45,Private,199590,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,<=50K
+61928,29,Private,83742,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+20182,57,Self-emp-not-inc,65080,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+8658,33,Private,191335,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,50,United-States,>50K
+30844,20,Private,227778,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,56,United-States,<=50K
+32429,26,Private,48280,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+42047,36,Private,66304,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+11690,23,Private,45834,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+74335,31,Private,298995,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,35,United-States,<=50K
+1201,47,Private,161950,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+54133,61,Private,98776,11th,7,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,30,United-States,<=50K
+73798,35,Private,102268,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+84923,23,Private,180771,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Wife,Amer-Indian-Eskimo,Female,0,0,35,Mexico,<=50K
+54704,20,,203992,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+25525,41,Private,206878,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+88741,39,Federal-gov,110622,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+86926,51,Local-gov,203334,Doctorate,16,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+67067,61,Self-emp-not-inc,50483,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,United-States,<=50K
+10803,51,Private,274502,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,48,United-States,<=50K
+56638,36,Private,208068,Preschool,1,Divorced,Other-service,Not-in-family,Other,Male,0,0,72,Mexico,<=50K
+3500,41,Self-emp-not-inc,168098,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+94514,34,Private,213307,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Female,7443,0,35,United-States,<=50K
+13120,25,Private,175128,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+21189,37,Private,40955,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+76068,19,Private,60890,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,49,United-States,<=50K
+10923,66,Self-emp-not-inc,102686,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,>50K
+14988,23,Private,190273,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+86544,30,Self-emp-not-inc,176185,Some-college,10,Married-spouse-absent,Craft-repair,Own-child,White,Male,0,0,60,United-States,>50K
+36936,53,Private,304504,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,45,United-States,>50K
+70505,25,Private,390657,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+2363,18,Private,41381,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,1602,20,United-States,<=50K
+63199,51,Private,101432,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+47073,61,Private,190682,HS-grad,9,Widowed,Craft-repair,Not-in-family,Black,Female,0,1669,50,United-States,<=50K
+39936,53,Private,158993,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,38,United-States,<=50K
+51144,17,Private,117798,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+1355,61,Private,137554,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+31409,44,Self-emp-inc,71556,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,,>50K
+79677,38,Private,257416,9th,5,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+88822,40,Private,195617,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,20,United-States,<=50K
+99007,32,Private,236318,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,32,United-States,<=50K
+54568,46,Private,42251,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+97693,50,Private,257933,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+701,36,Self-emp-not-inc,109133,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+77508,30,Self-emp-not-inc,261943,11th,7,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,30,Honduras,<=50K
+13113,33,Private,139057,Masters,14,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+90683,36,Private,237943,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,45,United-States,>50K
+27525,85,Private,98611,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,3,Poland,<=50K
+69593,62,Private,128092,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,32,United-States,<=50K
+24487,24,Private,284317,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,32,United-States,<=50K
+97534,48,Self-emp-inc,185041,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+46336,58,Local-gov,223214,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+481,45,Self-emp-inc,173664,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+57128,66,Private,269665,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+28665,37,Private,121521,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+44906,55,Private,199713,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+24563,39,Self-emp-not-inc,193689,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,<=50K
+33353,58,Self-emp-inc,181974,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,99,,<=50K
+89672,50,Private,485710,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+82247,28,Private,185647,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+21829,34,Private,30673,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+4086,41,Federal-gov,160467,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,40,United-States,<=50K
+58817,36,Private,186819,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+8754,22,Private,67234,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,45,United-States,<=50K
+94597,35,Private,30673,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,84,United-States,<=50K
+39210,49,,114648,12th,8,Divorced,,Other-relative,Black,Male,0,0,40,United-States,<=50K
+36783,21,Private,182117,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+92055,64,State-gov,222966,7th-8th,4,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+86843,41,Private,201495,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+8941,52,Private,301229,Assoc-voc,11,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+6955,32,Private,157747,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+57204,27,Private,155382,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+40314,48,Private,268083,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+36931,28,Private,113987,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+68199,24,Private,216984,Some-college,10,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,35,United-States,<=50K
+25299,51,Private,177669,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+80515,32,Private,164190,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+52518,61,Private,355645,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+9233,60,,134152,9th,5,Divorced,,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+95,33,Private,63079,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+69954,42,Self-emp-not-inc,217597,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,0,50,,<=50K
+76187,24,Private,381895,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+60478,82,,403910,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,3,United-States,<=50K
+2768,26,Private,179010,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+96273,18,Private,436163,11th,7,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+13373,34,Private,321709,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+46385,57,Private,153918,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+71415,25,Private,403788,HS-grad,9,Never-married,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+18805,34,Private,60567,11th,7,Divorced,Transport-moving,Unmarried,White,Male,0,880,60,United-States,<=50K
+97049,71,Private,138145,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+63339,35,Local-gov,79649,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+93534,47,Private,312088,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+63931,50,Private,208630,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,>50K
+85452,33,Private,182401,10th,6,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+6764,38,Private,32916,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+73371,50,Private,302372,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+81870,45,Private,155093,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,38,Dominican-Republic,<=50K
+62815,32,Private,192965,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+73165,39,Private,107302,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,,>50K
+37310,25,Local-gov,514716,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+14877,20,Private,270436,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+1976,46,Private,42972,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,22,United-States,>50K
+66837,40,Private,142657,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,45,United-States,<=50K
+42547,66,Federal-gov,47358,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,3471,0,40,United-States,<=50K
+47755,30,Private,176175,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,24,United-States,<=50K
+13291,36,Private,131459,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+18153,57,Local-gov,110417,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+29180,46,Private,364548,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+2559,27,Private,177398,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,64,United-States,<=50K
+97218,33,Private,273243,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+68749,58,Private,147707,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+76367,30,Private,77266,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+66205,26,Private,191648,Assoc-acdm,12,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,15,United-States,<=50K
+53255,81,,120478,Assoc-voc,11,Divorced,,Unmarried,White,Female,0,0,1,,<=50K
+47304,32,Private,211349,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+55971,22,Private,203715,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+95061,31,Private,292592,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+87499,29,Private,125976,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+83024,35,,320084,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,55,United-States,>50K
+79515,30,,33811,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,99,United-States,<=50K
+21992,34,Private,204461,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+50990,54,Private,337992,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Japan,>50K
+40086,37,Private,179137,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,39,United-States,<=50K
+85917,22,Private,325033,12th,8,Never-married,Protective-serv,Own-child,Black,Male,0,0,35,United-States,<=50K
+97686,34,Private,160216,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,>50K
+57639,30,Private,345898,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,46,United-States,<=50K
+91234,38,Private,139180,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,15020,0,45,United-States,>50K
+98532,71,,287372,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,>50K
+47690,45,State-gov,252208,HS-grad,9,Separated,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+65093,41,,202822,HS-grad,9,Separated,,Not-in-family,Black,Female,0,0,32,United-States,<=50K
+48013,72,,129912,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+80926,45,Local-gov,119199,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,48,United-States,<=50K
+21613,31,Private,199655,Masters,14,Divorced,Other-service,Not-in-family,Other,Female,0,0,30,United-States,<=50K
+12656,39,Local-gov,111499,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+30797,37,Private,198216,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+62618,43,Private,260761,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+89379,65,Self-emp-not-inc,99359,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,1086,0,60,United-States,<=50K
+20122,43,State-gov,255835,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+76213,43,Self-emp-not-inc,27242,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+52272,32,Private,34066,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+66892,43,Private,84661,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+62311,32,Private,116138,Masters,14,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,11,Taiwan,<=50K
+7466,53,Private,321865,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+60940,22,Private,310152,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+41328,27,Private,257302,Assoc-acdm,12,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,38,United-States,<=50K
+94735,40,Private,154374,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+49628,58,Private,151910,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+8213,22,Private,201490,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+86153,52,Self-emp-inc,287927,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,40,United-States,>50K
\ No newline at end of file
diff --git a/dat/adult_pii.csv b/dat/adult_pii.csv
new file mode 100644
index 0000000..7b07c73
--- /dev/null
+++ b/dat/adult_pii.csv
@@ -0,0 +1,32562 @@
+Name,DOB,SSN,Zip,Age
+Aaren Wratten,8/8/67,674-55-1392,51639,36
+Aarika Guilloneau,12/27/56,735-64-3773,57815,33
+Aarika MacKim,10/16/53,586-48-5349,19417,44
+Aarika Noddles,5/23/97,447-70-4537,95253,35
+Aarika Trinder,7/17/62,871-50-4637,30227,51
+Aaron Coopper,10/13/78,331-94-9215,8295,21
+Aaron Earry,9/23/50,737-78-6258,66530,44
+Aaron Guitel,5/5/96,498-16-7377,2848,23
+Aaron Millichip,10/4/88,725-32-2804,5222,47
+Ab Bonanno,7/6/83,864-46-2338,93362,40
+Ab Bustard,11/30/93,590-97-8307,84553,39
+Ab Hudspith,12/1/97,330-46-5021,37009,38
+Ab Lardeur,8/16/51,625-58-9785,46878,21
+Abagael Rack,7/18/69,660-61-6717,41211,52
+Abagael Terry,9/2/87,863-35-8079,28812,45
+Abagail Dowle,3/29/93,263-30-9337,68033,34
+Abagail Golborne,3/22/01,812-63-6210,94743,27
+Abagail Windmill,2/9/81,591-83-7503,62771,43
+Abba Aronoff,9/26/57,263-98-0743,99673,54
+Abba Barme,11/26/95,641-05-1246,28131,29
+Abba Rekes,9/27/60,178-12-4706,22029,26
+Abba Syce,3/27/03,574-23-7065,38446,52
+Abba Wind,1/15/88,306-87-2962,522,54
+Abbe Dawltrey,3/6/85,719-92-8548,11698,41
+Abbe Philo,3/23/85,461-64-5701,46673,25
+Abbe Rosenstock,10/3/06,624-14-7249,51869,51
+Abbe Sellens,4/15/96,360-65-4498,74567,40
+Abbey Boumphrey,10/27/53,205-43-4898,97814,72
+Abbey Cousans,1/17/66,384-94-4967,78186,29
+Abbey Kersting,8/28/73,681-49-4500,32572,48
+Abbey Lagne,5/4/67,330-62-0486,74327,33
+Abbey Maiklem,5/21/63,512-55-3987,80143,39
+Abbey Scruton,3/28/81,760-81-5824,83020,62
+Abbey Tavinor,1/23/95,699-62-2911,55237,48
+Abbi Gymblett,7/20/97,295-85-6432,29528,41
+Abbi Kunzelmann,10/4/69,460-36-9684,56388,43
+Abbi Michelet,11/28/56,247-31-3638,2843,21
+Abbie Donoher,11/22/04,859-29-9648,17094,46
+Abbie Hardey,6/13/86,560-08-0337,85061,82
+Abbie Marfe,2/5/51,591-79-6877,11350,44
+Abbie Matysik,7/2/54,492-82-1705,97460,29
+Abbie McGruar,10/7/93,817-29-4858,83325,70
+Abbie Muino,2/1/95,475-32-0731,79695,32
+Abbie Myott,11/4/91,860-68-0852,76451,32
+Abbie Sandes,12/1/57,591-75-3875,83100,54
+Abbie Starmont,11/18/99,242-18-7783,77802,50
+Abbot Bosanko,9/19/94,352-29-1973,53517,36
+Abbot Foxten,10/11/75,466-44-9112,45113,28
+Abbot Jakobssen,12/11/63,495-12-6829,79934,24
+Abbot Mateuszczyk,4/15/79,214-31-3024,566,39
+Abbot Ricardin,4/23/99,281-26-8577,92335,23
+Abbott Di Giorgio,10/10/71,540-58-5495,20116,77
+Abbott Penn,3/20/98,185-26-2703,57826,48
+Abbott Verner,12/15/05,830-58-5726,52967,51
+Abby Bellworthy,4/19/67,473-39-2102,15823,22
+Abby Franzini,3/26/84,642-59-8438,57581,21
+Abby Fripp,1/20/07,847-93-2587,99967,42
+Abby Pitson,11/7/60,295-74-0508,62027,26
+Abby World,2/5/04,854-42-9132,59093,65
+Abbye Bolte,1/6/99,897-72-4846,57509,23
+Abbye Olliar,11/17/04,279-71-1673,59939,45
+Abbye Warde,8/21/02,163-58-1762,53810,52
+Abbye Wraggs,1/4/68,587-94-5972,63271,54
+Abdel Dykas,8/2/03,605-29-2422,34073,65
+Abdel Ellins,12/3/98,890-77-3556,56205,26
+Abdel Hornbuckle,2/25/05,352-78-8199,6217,25
+Abdel Petry,7/23/95,815-04-9135,92550,41
+Abdel Tanzig,9/28/60,554-93-2490,47432,45
+Abdul Powling,7/13/53,853-38-6516,57034,53
+Abe Asquez,2/3/77,154-43-5021,28689,37
+Abe Durn,2/1/75,784-71-3631,61784,25
+Abe Moreinu,9/25/07,169-69-3361,86834,40
+Abe Sawter,10/14/84,461-06-4758,37113,22
+Abel Braley,9/17/01,348-72-6985,27143,44
+Abel d'Escoffier,3/2/05,164-82-6447,29417,48
+Abel Snoad,6/9/75,669-74-5676,20635,46
+Abel Van der Linde,8/1/04,480-28-1506,76553,24
+Abeu Crocken,1/21/73,649-85-4019,33829,30
+Abeu Hurst,1/24/90,665-55-2028,35201,34
+Abeu Taree,7/7/90,710-05-0069,42718,62
+Abeu Warr,4/13/09,737-16-6398,42281,47
+Abey Korfmann,5/9/04,664-05-2693,59244,23
+Abey Marklew,12/5/02,104-81-6174,45512,18
+Abey Squibbes,11/22/54,844-74-7466,53246,39
+Abie Colling,5/6/84,840-78-7012,74978,20
+Abie Fealty,2/2/89,406-47-3594,41382,49
+Abie Frangleton,9/30/88,851-06-8104,64237,50
+Abigael Allmen,9/30/50,811-99-8345,17655,45
+Abigael Aronowicz,10/31/97,386-52-2731,57625,55
+Abigail Gebbe,4/13/64,486-61-6680,20859,52
+Abigail Meins,10/4/85,157-62-1576,73080,56
+Abigail Soggee,5/21/02,480-53-3124,1361,30
+Abigail Tixier,8/27/96,725-13-0813,39887,18
+Abigale Slocumb,10/9/74,893-54-3474,14506,30
+Abner Byrth,9/9/75,451-14-4451,37410,51
+Abra Fernandez,12/29/87,737-80-7082,96024,46
+Abra Martinie,10/1/75,624-88-1492,50463,65
+Abra Pozzo,7/12/73,436-73-4771,47215,59
+Abra Scullion,8/31/05,820-91-3581,25927,45
+Abra Stannering,8/1/06,104-73-6253,59287,17
+Abraham Crookston,7/2/98,892-15-6656,90678,64
+Abraham Hebard,3/4/87,654-99-4711,75163,74
+Abrahan Fonquernie,5/3/83,591-52-5954,40960,52
+Abrahan Lanon,5/21/79,591-29-9421,59591,40
+Abrahan Ricoald,4/7/69,895-09-8847,22600,41
+Abram Bastick,6/4/12,540-36-1490,90130,38
+Abramo Joisce,3/12/96,368-98-1750,8634,24
+Abramo Otridge,1/10/63,147-25-9463,9531,30
+Abran Bruce,10/5/71,457-85-7782,98010,39
+Abran Buttel,3/24/69,799-27-1970,71806,20
+Abran Francis,10/9/04,403-24-2263,62790,44
+Abran Janaud,3/9/07,388-18-9910,18448,41
+Abran Riden,1/22/86,376-66-6340,10816,54
+Abran Yaus,4/17/95,271-13-5689,89432,58
+Ad Davydychev,5/23/70,756-13-6739,23810,35
+Ad McPhaden,6/4/67,640-32-6738,61980,47
+Ad Wormell,11/10/95,209-13-3034,77901,26
+Ada Billany,5/1/55,874-99-3441,95986,42
+Ada Mitkcov,5/18/05,475-73-8932,72586,40
+Adah Beazer,11/26/77,713-29-3866,2568,31
+Adah Bendix,2/13/82,670-63-4896,82254,27
+Adah Brugemann,8/15/07,231-50-1792,2578,60
+Adah De Rechter,5/27/80,699-85-4417,98716,23
+Adah Glyssanne,3/23/94,518-74-4365,14006,26
+Adah Mandrake,7/27/66,526-70-7388,27607,61
+Adah Muckley,7/6/85,153-52-8869,7446,44
+Adah Palphreyman,9/6/52,389-50-8159,52549,41
+Adair Gatenby,4/10/99,682-60-0511,18383,17
+Adair Kinder,10/8/89,313-84-1018,81295,65
+Adair Monnery,12/21/84,287-51-9552,11713,42
+Adair Pinfold,11/21/76,540-20-5826,32191,54
+Adair Stive,10/30/67,191-97-1788,35678,33
+Adaline Marte,5/16/84,635-58-5047,17977,46
+Adaline Soper,11/4/77,441-67-3983,56262,22
+Adam Fourman,5/27/72,334-65-8912,99494,32
+Adam Gethyn,6/27/77,271-81-0443,53289,28
+Adam O'Gavin,5/13/85,354-94-6143,97022,35
+Adam Remirez,3/20/04,106-07-9420,47670,44
+Adamo Pinar,9/11/86,405-20-6824,41074,50
+Adamo Thorsby,10/1/97,472-60-0926,42326,51
+Adams Schimke,4/15/75,649-40-1144,95853,44
+Adan Gallyhaock,12/4/68,648-26-9809,57674,33
+Adan Hubbert,8/8/06,613-75-0346,14657,69
+Adan Isaq,1/24/81,851-75-6766,65111,33
+Adan Leggitt,7/19/62,293-88-2232,32138,46
+Adan Martinho,7/28/00,803-98-1930,55400,73
+Adan Worthing,4/15/69,830-04-4273,37302,22
+Adara Lyddiard,7/7/01,693-20-3540,8341,28
+Adara MacGuffog,1/26/81,101-07-6950,77315,20
+Adara Parfett,3/6/79,358-99-9768,79971,51
+Adda Lagden,11/9/69,276-02-4920,83214,45
+Addi Bear,9/21/98,150-94-8060,75589,41
+Addi Bourtoumieux,4/19/03,310-93-6692,92516,35
+Addi Duffan,2/9/95,646-26-2240,72063,60
+Addi Greig,6/16/08,304-68-1245,33835,43
+Addia Beddon,3/27/01,419-78-7157,12362,39
+Addia Brockest,12/4/07,228-88-0388,54803,27
+Addia Ion,12/28/51,424-60-6296,54100,57
+Addie Camerana,6/16/84,337-05-4941,20608,26
+Addie Davidovicz,11/29/96,356-82-2496,7799,50
+Addie Dick,12/2/89,103-12-3639,3411,35
+Addie Gallimore,5/16/66,407-96-9930,31594,24
+Addie Grigoroni,5/30/83,334-84-3880,55854,45
+Addie Hurley,7/20/52,768-52-6638,91691,17
+Addie McCaughan,12/13/01,855-50-1394,89233,19
+Addie Tumayan,10/17/91,447-97-1593,31498,27
+Addison Fleetham,7/4/91,460-87-3661,46182,52
+Addison Macconachy,11/29/91,368-74-0453,90536,63
+Addison Willshire,7/15/06,129-16-5247,29298,33
+Addy Coonan,12/28/07,862-57-5992,75108,63
+Addy Habbema,3/21/74,204-81-1359,37363,33
+Addy Helleker,6/18/01,243-35-0027,33936,41
+Addy Lesley,8/2/78,328-53-3307,69570,40
+Addy Lissaman,1/15/67,469-81-0766,37444,34
+Addy Preon,10/11/61,479-90-2494,61843,18
+Addy Sweatland,6/24/70,816-07-1451,57021,49
+Addy Wiggans,10/31/53,429-10-5689,51265,24
+Ade Chataignier,12/31/03,730-50-0911,23266,38
+Ade Cutress,8/31/72,229-29-9594,56804,39
+Ade Fontin,5/14/11,617-46-5127,87429,53
+Ade Skamell,11/25/11,484-35-3086,4376,46
+Ade Suatt,8/23/82,706-66-1782,85569,40
+Ade Sunman,3/19/88,721-67-9932,2345,40
+Adel Reinhard,10/20/99,801-56-5849,73885,41
+Adela Boame,2/7/70,776-81-2457,10578,31
+Adela Manning,8/7/00,718-25-9761,80340,49
+Adela Pickton,2/11/12,594-97-8080,78209,56
+Adelaida McGowran,2/17/57,213-74-5368,75299,21
+Adelaide Ellsworthe,6/11/67,171-95-0260,35528,35
+Adelaide Hoyle,11/8/59,454-35-9635,80269,18
+Adelaide Lattimore,3/26/05,459-40-4051,54557,41
+Adelbert Clerc,10/24/73,521-82-1356,33181,33
+Adelbert Ketton,11/30/06,264-27-1755,46491,56
+Adelbert Ridolfi,10/6/69,683-37-8167,27329,20
+Adele Alenin,10/20/08,591-41-2088,51283,39
+Adele Biddlecombe,2/9/93,168-14-5251,19595,31
+Adele Dudding,2/13/73,472-22-7107,13572,44
+Adele Kirckman,10/13/62,729-81-2024,1779,51
+Adele O'Carran,7/27/76,716-44-8127,89702,41
+Adele Wallbank,3/11/86,346-57-6278,99991,17
+Adele Wiles,3/24/58,589-48-2791,45682,47
+Adelheid Dignan,9/15/92,271-61-4167,8333,41
+Adelheid Flucker,5/20/56,732-52-8631,84445,24
+Adelheid Leyre,4/9/61,247-50-9227,93699,21
+Adelina Curme,1/30/71,543-70-4303,95690,38
+Adelina Hexham,5/18/97,478-45-1673,78673,37
+Adelina Nazair,9/16/82,271-87-3409,52853,40
+Adelind Bogey,12/4/77,746-88-5944,34386,25
+Adelind Coldman,1/17/78,248-14-9964,46800,46
+Adeline Bloomer,6/20/60,412-62-9657,38230,34
+Adeline Castagneri,9/4/01,358-46-0438,22432,51
+Adeline Dartnall,6/22/56,286-32-7045,3391,33
+Adeline Du Pre,12/10/58,899-73-0435,68351,34
+Adeline Erik,12/30/90,629-31-1491,91254,23
+Adeline Lathaye,4/5/97,708-67-8361,14266,58
+Adella Geram,12/19/57,660-91-7494,49346,34
+Adelle Minster,3/17/56,780-05-3089,95906,29
+Adelle Reims,1/26/53,271-62-1415,59491,38
+Adelle Teresa,3/2/68,240-18-2281,39163,32
+Adelle Weagener,12/29/84,632-28-4774,76412,23
+Adena Bresnen,9/27/73,832-11-7664,12829,23
+Adena Fiddyment,4/1/51,314-97-9769,10611,44
+Adena Piccard,8/28/56,406-88-8642,40687,41
+Adena Reade,12/31/97,385-50-9401,6263,41
+Adena Reekie,8/5/86,516-73-5019,49603,34
+Adena Straffon,12/10/04,259-41-6713,31322,58
+Adena Witterick,9/18/91,394-08-3001,59887,18
+Adey Banasiak,8/12/02,128-86-2352,85316,52
+Adey Breckell,10/4/68,564-81-0586,51092,39
+Adey Fairbrass,8/24/70,740-22-5385,51435,32
+Adey Kenshole,4/9/11,888-50-3032,16250,70
+Adey Norledge,2/5/10,303-12-4301,88553,47
+Adey Rosenqvist,3/31/96,700-75-2524,84909,21
+Adey Vakhlov,5/12/58,294-09-3386,75201,63
+Adey Wickardt,4/11/53,729-94-2418,47863,25
+Adham Canete,4/5/55,820-13-3227,10506,50
+Adham Edes,8/10/08,302-47-7072,3621,63
+Adham Leakner,10/31/05,635-10-9084,56619,30
+Adham Maydwell,5/3/78,307-56-0469,72944,52
+Adham Ruddell,12/13/59,861-87-5727,75997,42
+Adi Balharry,11/16/83,367-03-6950,57127,42
+Adi Hankey,12/13/97,877-38-6017,23531,30
+Adi Hrynczyk,4/23/05,518-83-5352,91927,18
+Adi Karlicek,6/30/06,309-30-0772,26254,27
+Adi Veld,1/30/96,542-48-8631,23973,51
+Adi Worledge,7/9/54,839-44-6586,79163,39
+Adiana Davison,5/8/92,629-23-1025,31487,57
+Adiana Toulmin,12/21/96,536-02-7941,90567,39
+Adina Blacket,3/15/53,313-01-5408,91928,21
+Adina Hanfrey,4/16/92,640-70-5206,36310,44
+Adlai Jacobs,12/2/96,631-09-2560,84192,54
+Adler Blease,5/12/97,762-08-3231,61876,17
+Adler Croizier,10/23/78,562-98-2247,66375,27
+Adler Halsall,1/11/77,344-97-6282,228,33
+Adler Ogle,6/26/57,490-59-4396,61865,30
+Adler Orteu,4/10/07,114-03-1288,38008,17
+Adler Ovendale,2/9/96,356-16-9970,79257,90
+Adler Sturm,1/30/65,194-88-0204,99460,34
+Adolf Abadam,1/8/72,465-06-5528,4367,59
+Adolf Younge,7/31/74,477-78-5655,93964,32
+Adolph Armfirld,9/18/95,511-25-8756,80165,61
+Adolph Eyes,7/31/88,303-05-7909,2812,64
+Adolph Farnell,12/21/80,596-47-7800,6115,34
+Adolph Madsen,11/4/62,815-69-5338,97244,37
+Adolph McGragh,5/24/78,278-66-9124,39182,18
+Adolph Roxbee,7/21/60,727-94-2616,83564,39
+Adolphe Aysik,7/19/57,468-53-6769,46183,35
+Adolphe Bunhill,12/20/97,833-42-2721,85018,33
+Adolpho Aland,6/6/54,701-91-7516,46694,39
+Adolpho Beyn,9/26/82,831-13-5354,97153,57
+Adolpho Brundale,12/24/78,820-89-2549,64269,27
+Adolphus Adamowicz,6/14/71,503-96-1857,98647,36
+Adolphus Calderon,3/31/63,743-03-3491,44876,45
+Adolphus Duffil,10/30/60,627-74-8531,60573,35
+Adolphus Le Provest,5/19/89,286-24-6459,56721,45
+Adolphus Romi,5/17/95,708-14-3883,18561,23
+Adolphus Shambrooke,2/7/83,477-24-1318,69621,23
+Adora Beaulieu,10/12/03,103-69-2537,39065,29
+Adora Bullivent,4/19/65,548-65-1004,28011,48
+Adora Gallop,10/18/79,460-32-5109,13979,25
+Adora Meaking,9/30/05,194-85-8850,24852,47
+Adora Stannislawski,10/29/96,861-63-2792,10901,39
+Adore Fasey,4/28/96,251-02-7678,3379,37
+Adore Oldcote,4/20/70,102-94-7819,77274,43
+Adore Penright,4/26/00,334-19-1875,54975,19
+Adoree Adlington,10/22/56,291-21-3470,37256,41
+Adoree Braghini,12/29/84,289-73-0535,79065,21
+Adoree de Savery,3/21/76,832-57-6850,64545,57
+Adoree Garnar,8/3/11,635-09-5984,35819,21
+Adoree Hudghton,10/23/95,771-53-5896,15124,38
+Adoree Leggott,4/5/83,615-39-0800,22013,32
+Adoree Ryding,10/5/88,349-17-0806,96332,44
+Adorne Henrie,12/3/76,597-64-3724,10503,50
+Adorne McGinlay,12/4/90,780-84-1498,99703,47
+Adorne McQuirter,2/19/78,740-03-2769,5839,40
+Adorne Paddie,10/6/60,335-66-6506,2457,28
+Adorne Reyburn,7/29/70,673-64-4269,81199,71
+Adorne Till,3/15/09,822-94-8365,10695,57
+Adrea Bastistini,3/6/87,345-69-8839,19309,43
+Adrea Fritter,10/26/79,133-62-1868,96877,22
+Adrea Maine,11/18/92,809-95-9124,31433,59
+Adrea Manwell,12/21/53,376-71-2265,39075,23
+Adrea Sprason,10/17/06,885-07-7231,30573,54
+Adria Dunstall,12/24/54,390-36-8324,57018,29
+Adria Rodnight,7/29/70,510-27-6759,58311,53
+Adriaens Woodhouse,7/8/51,748-33-8036,24717,45
+Adrian Bernadot,3/10/56,234-99-3467,6286,55
+Adrian Kennifeck,4/15/59,705-34-5261,45883,34
+Adrian Martinez,8/17/01,333-90-8824,98625,62
+Adrian Peachey,11/17/81,825-19-3053,77534,20
+Adrian Risely,4/10/95,387-44-1438,2166,19
+Adriana Chappel,12/9/60,674-98-9696,96653,21
+Adriana Excell,9/7/99,759-72-6115,5407,29
+Adriana Klimczak,10/16/54,756-89-9021,17513,61
+Adriana Pinchen,7/7/77,245-03-5204,17843,55
+Adriane Crossthwaite,1/3/64,204-86-2036,30696,71
+Adriane Fries,9/21/80,579-97-7631,5587,52
+Adriane Maxwale,7/31/68,572-78-3830,16962,35
+Adriane Najera,10/22/78,532-53-3835,80665,36
+Adriane Werrit,4/13/90,486-77-6431,58413,26
+Adrianna Allston,3/6/82,290-15-6362,39832,35
+Adrianna Brockie,5/21/82,285-55-0373,67712,66
+Adrianna Lecordier,8/15/93,175-38-8478,54692,47
+Adrianna May,12/21/56,507-51-2351,70095,51
+Adrianna McIndoe,9/27/92,780-63-5311,4152,56
+Adrianna Morgan,12/23/84,821-44-2378,18003,31
+Adrianne Bowgen,3/30/76,276-49-0104,65731,43
+Adrianne Coat,10/7/79,394-19-9985,52071,34
+Adrianne Deacock,12/25/96,301-18-3214,42228,21
+Adrianne Demcik,9/28/87,708-26-5953,35809,31
+Adrianne Fieldhouse,6/28/94,431-44-2844,27181,54
+Adrianne Fripp,10/22/50,381-14-0830,37215,62
+Adrianne Luparto,12/3/88,166-30-0458,55566,24
+Adrianne Schulken,11/7/90,362-99-5125,28762,29
+Adriano Boler,7/18/67,542-12-9018,31751,51
+Adriano Colegate,10/29/70,861-57-1534,15965,43
+Adriano Joder,8/10/97,419-58-4713,12243,35
+Adrien Decroix,5/8/90,314-46-7082,8529,70
+Adrien Ellaman,11/17/89,610-07-1437,29932,27
+Adrien Falvey,12/1/08,612-20-9429,43786,37
+Adriena Dugan,7/2/00,574-11-8801,48049,43
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+Adriena Schaffler,6/27/03,732-25-6037,65007,27
+Adrienne Bevans,9/19/69,801-95-2129,90628,21
+Adrienne Blyth,10/30/83,688-11-5755,95136,39
+Adrienne Gonsalo,2/25/85,718-97-8670,96963,49
+Adrienne Jaggard,10/29/76,532-31-5093,76670,36
+Adrienne Phythean,8/14/73,795-34-0302,49499,39
+Adrienne Robion,7/4/92,495-01-0075,58847,62
+Aeriel Blanpein,2/21/97,134-45-8051,88239,25
+Aeriel Bussell,11/1/52,190-32-5781,40535,31
+Aeriel Lere,10/9/72,639-03-3520,82867,32
+Aeriel Rangeley,4/1/55,338-07-8341,62021,50
+Aeriela Bossingham,9/22/90,636-82-5895,72004,17
+Aeriela Dinsdale,9/22/57,349-73-9464,42195,33
+Aeriela Escale,1/24/56,167-66-8052,81735,67
+Aeriela Kloser,3/31/82,183-13-7286,90393,51
+Aeriell Gillatt,9/10/50,882-62-5288,13556,55
+Aeriell Jablonski,5/22/63,473-85-8851,22656,52
+Aeriell Moir,6/13/81,575-92-6741,15005,28
+Aeriell Mudge,11/1/77,447-54-2085,97816,31
+Aeriell Yu,6/10/82,777-30-4810,26758,27
+Afton Lambert-Ciorwyn,7/26/56,869-15-1695,9880,46
+Ag Chess,12/12/81,899-90-1280,94148,42
+Ag Gaiger,5/27/62,452-69-5373,13877,32
+Ag Langfat,9/3/94,601-29-8360,67511,26
+Ag Reeveley,6/23/70,228-84-4281,5167,56
+Agace Alliott,9/1/57,259-36-6387,88363,28
+Agace Andres,9/6/94,663-46-4172,9195,48
+Agace Blake,8/22/84,201-58-6991,38235,25
+Agace Bleddon,1/22/53,387-03-1422,43980,18
+Agace Castiblanco,10/2/90,104-36-6420,946,80
+Agace Kalb,2/23/86,838-96-5870,22502,35
+Agace Vidyapin,8/17/59,669-73-4640,93722,18
+Agata Bogey,8/22/89,247-04-3275,82588,32
+Agata Kovnot,9/26/91,212-35-2856,60200,27
+Agata Lapre,6/24/08,233-02-9413,23189,41
+Agata Tabrett,5/5/93,474-65-4676,96535,39
+Agata Waddoups,3/6/97,478-03-4169,40275,57
+Agatha Abrahamoff,6/1/66,299-10-6660,15456,27
+Agatha Death,5/24/89,834-01-7288,45564,18
+Agatha Dillet,11/26/86,541-58-8311,73336,57
+Agatha Dossantos,3/16/77,630-63-8152,54612,56
+Agatha Francescone,7/21/69,495-85-2323,41355,35
+Agatha Pohls,10/21/84,536-63-9801,67389,20
+Agatha Rable,6/19/12,641-88-8331,36863,71
+Agathe Catonnet,1/5/82,689-16-8436,63432,24
+Agathe Davidovitz,3/31/95,639-95-7694,10305,21
+Agathe Maffini,4/7/68,192-76-6861,21244,26
+Agathe Melburg,10/6/55,309-34-9081,59507,28
+Aggi Buckner,7/20/00,881-24-1261,31807,34
+Aggi Weyman,12/21/92,555-57-0999,58878,69
+Aggie Barsam,8/8/98,854-17-8537,54853,24
+Aggie Mordue,3/7/56,627-37-7288,5597,25
+Aggie Resun,5/9/61,542-86-1765,36949,42
+Aggie Serle,9/19/88,795-18-6010,68024,31
+Aggie Silburn,2/18/98,516-78-9099,10806,60
+Aggie Yushankin,12/26/88,657-79-1710,66400,60
+Aggy De Dei,6/14/10,103-16-2390,48033,25
+Aggy O'Halleghane,10/30/56,550-33-9616,70552,38
+Aggy Widger,10/25/11,200-40-9523,43313,29
+Agna Bitchener,8/21/94,382-42-0827,81975,25
+Agna Coleridge,1/28/89,691-31-2037,81017,45
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+Agna Matthai,5/14/86,701-55-8871,73132,50
+Agna Szach,10/4/62,634-18-6914,8788,29
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+Agnella Blackborow,11/30/87,715-18-9855,51164,38
+Agnella Camier,1/16/82,493-04-6540,93415,44
+Agnella Cunnah,9/29/94,773-29-3912,37163,47
+Agnella Frontczak,11/12/80,139-83-1917,63084,44
+Agnella Goade,2/25/90,342-84-7425,16173,37
+Agnella Hazlewood,9/3/55,641-80-9558,7867,19
+Agnella Morales,12/18/68,366-20-2575,26423,35
+Agnella Nurcombe,7/1/80,448-14-4993,63092,64
+Agnella Plowright,11/29/04,581-71-2143,84113,51
+Agnes Allery,8/3/68,754-24-1724,63318,26
+Agnes Haslam,3/2/62,118-12-4695,23399,41
+Agnes MacHostie,11/9/95,594-22-7383,24351,18
+Agnes McEnteggart,5/27/73,706-92-3030,66970,60
+Agnese Bisset,1/12/55,159-03-8359,7836,41
+Agnese Pull,10/7/90,600-98-7246,46789,47
+Agnese Wollacott,2/23/12,714-19-3868,39857,51
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+Agosto Brewins,9/20/10,788-82-6062,30495,43
+Agosto Muckley,1/8/61,283-79-2039,43648,19
+Agosto Presnell,1/26/61,496-37-0410,45387,44
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+Agretha Barley,3/6/76,160-79-3741,30003,40
+Agretha Duckels,8/3/73,426-07-8649,28441,49
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+Agretha Garrold,11/20/72,797-03-8097,24034,25
+Agretha Winkworth,3/6/93,651-62-3278,45001,35
+Aguie Adolf,9/21/94,532-17-0162,8629,72
+Aguie Sommerville,5/25/76,559-38-8190,70296,65
+Aguistin Dwelly,7/3/89,106-69-2001,94685,34
+Aguistin Summergill,11/6/52,529-68-0117,35050,25
+Aguste Filgate,6/4/96,596-14-6559,23214,21
+Aguste Glendining,8/5/91,612-49-0336,68298,40
+Aguste Lingfoot,8/3/83,338-18-2864,7935,56
+Aguste Riha,7/13/59,724-73-8735,43517,29
+Aguste Scogin,4/24/01,389-05-9613,63144,56
+Agustin Abrashkov,8/22/73,357-61-2804,83792,63
+Agustin Southern,10/27/07,257-96-3883,5310,46
+Aharon Castaneda,12/4/85,712-34-3331,15275,37
+Aharon Lacroix,7/13/65,783-95-9967,18688,64
+Aharon Polfer,9/28/51,535-12-2484,16942,22
+Aharon Screaton,10/24/70,691-06-3650,70186,50
+Aharon Stalman,10/12/95,180-31-3866,2170,19
+Aharon Twigge,1/9/93,843-89-9423,40326,34
+Ahmad Barstowk,1/24/09,436-58-0712,75649,38
+Ahmad Cosford,12/23/10,292-69-2997,48455,37
+Ahmad Lung,5/6/60,811-90-8661,90280,37
+Ahmad Maplethorp,7/5/66,537-54-9056,90697,25
+Ahmad Philpault,7/30/59,291-83-1923,83808,53
+Ahmad Purry,1/4/54,768-60-8912,24830,48
+Ahmad Sugden,12/19/65,531-18-9931,33697,34
+Ahmed Bridgens,5/28/57,371-18-6993,60255,43
+Ahmed Dyzart,9/17/55,486-90-3619,52443,44
+Ahmed Glanders,6/29/87,483-23-4953,42061,20
+Ahmed Wycherley,4/23/90,872-05-6026,40843,25
+Aida Barstowk,4/15/09,434-72-3708,95957,45
+Aida Burkwood,8/5/71,161-06-4892,7918,29
+Aida Enderlein,10/27/64,309-74-8418,74735,34
+Aida Maestro,4/21/88,659-22-7420,24763,26
+Aida Sawbridge,1/29/86,138-56-8039,5577,50
+Aidan Broggetti,2/22/80,144-57-5889,51675,46
+Aidan MacFarland,1/20/87,703-56-7060,21684,38
+Aidan Moller,8/5/89,269-69-4517,77728,38
+Aidan Skitch,7/5/76,421-58-6074,86877,57
+Aigneis Gullberg,3/12/87,447-49-8887,89713,47
+Aigneis Rosel,6/5/71,585-68-4020,20859,21
+Aila Clymo,11/5/93,376-61-6846,32870,46
+Aila Ferbrache,8/28/83,170-71-4264,78105,42
+Aila Haddon,10/15/77,102-22-9544,76505,32
+Aila Isaaksohn,11/7/60,573-81-7907,82970,55
+Aila Mayor,11/6/61,199-67-6529,37262,43
+Ailbert Brahm,5/12/03,169-04-2665,52487,34
+Ailbert Farncombe,9/10/58,841-04-0675,43570,42
+Ailbert Leary,6/24/57,310-65-0052,45725,30
+Ailbert MacGilrewy,3/2/95,554-10-4600,67038,39
+Ailbert Mattioni,5/22/00,322-99-8618,22751,45
+Aile Blemen,11/7/04,853-86-1572,34225,26
+Aile Casol,4/9/95,228-82-3202,20520,35
+Aileen Cockerell,5/4/00,746-34-6464,33371,56
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+Ailene Campana,12/30/59,194-75-9373,93762,23
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+Ailene Fardon,12/31/60,480-77-0490,67826,39
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+Ailey Bonson,12/21/11,561-95-9289,82867,18
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+Ailey Forri,7/22/61,175-73-7605,77504,35
+Ailey Parmby,4/25/64,329-99-4361,90625,36
+Ailey Son,1/31/91,548-31-2726,16748,28
+Aili Aston,10/3/75,817-27-7479,10542,34
+Aili Briztman,5/18/00,836-99-1144,90077,46
+Ailina Leynton,3/28/79,186-36-0446,39237,59
+Ailina Maty,5/4/72,302-95-7087,92260,47
+Ailina Tootal,5/4/09,509-12-2365,83800,43
+Ailis Bailey,5/6/94,565-66-3873,65946,28
+Ailis Bresson,7/17/59,222-14-5926,39032,20
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+Ailis Heymann,9/16/60,496-65-1646,93531,23
+Ailis Muspratt,10/9/84,681-89-1986,47788,41
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+Aime Gianasi,9/13/91,116-91-0546,71292,63
+Aime Goodin,2/15/81,737-22-0456,52068,35
+Aime Haggar,3/8/11,724-02-5621,83360,49
+Aime Kerman,11/22/87,882-43-0572,88185,48
+Aime Stace,9/25/71,221-57-2047,48111,49
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+Aimil Arnal,1/28/72,193-44-1812,60824,27
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+Aimil O'Hare,1/30/03,509-56-4320,33137,24
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+Aindrea Dubarry,2/17/96,824-99-9823,4636,47
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+Ainsley Doud,12/2/70,544-44-8227,9472,26
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+Ainslie Currm,9/24/95,865-85-2173,89120,35
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+Ajay Murrigans,2/15/84,314-02-1187,26706,34
+Ajay Pering,12/9/53,297-40-4053,65299,31
+Akim MacNulty,4/22/68,244-63-5614,95294,36
+Akim McClancy,7/15/08,832-93-4727,75347,25
+Akim Nern,10/17/90,131-72-6253,93016,34
+Aksel Ghidoli,9/13/93,582-98-3133,55831,30
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+Aksel Lattin,11/13/90,632-25-6410,97217,51
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+Al Blunden,5/21/72,796-25-8962,5642,53
+Al Fibbitts,7/11/01,497-81-5080,9101,47
+Al Howle,10/27/09,409-30-1179,93524,31
+Al Merrall,2/15/66,382-07-0063,45739,25
+Al Sarah,4/28/91,252-55-2392,69249,29
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+Alain Skellern,9/4/65,202-09-9539,61853,28
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+Alaine Stopps,10/20/90,252-66-3920,11975,69
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+Alair Cunnah,1/16/83,401-87-4487,13224,58
+Alair Lapish,2/19/79,526-43-8905,44397,21
+Alair Puttnam,6/11/51,673-65-1706,36933,35
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+Alameda Peplay,10/2/86,630-32-9864,93197,41
+Alameda Skeemor,1/13/71,154-61-2281,4372,50
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+Alana Dimanche,12/19/07,661-74-4568,24796,57
+Alana Halloway,4/10/11,373-66-7399,19424,38
+Alanah Eat,8/18/03,760-07-1012,34450,56
+Alanah Feige,3/8/82,453-19-9234,86745,28
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+Codi Tayspell,9/5/04,146-70-1091,49440,34
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+Codie Burnsell,8/1/84,399-68-6900,78722,49
+Codie Crosoer,6/19/05,438-99-5761,10531,41
+Codie Heinschke,3/18/97,175-05-5593,28903,23
+Codie McCritichie,1/20/04,227-91-6762,78582,26
+Codie Twigg,3/18/61,832-54-4266,11886,27
+Codie Wiffill,11/30/05,199-14-4991,76226,32
+Cody Carmody,1/20/95,373-40-0696,69341,37
+Cody Gillebride,3/21/51,486-71-9593,19111,52
+Cody Highway,11/28/93,892-01-4900,8076,35
+Cody Poles,9/24/07,441-56-2287,88977,47
+Cody Sheddan,5/20/81,470-54-7644,47377,34
+Cointon McCoveney,1/23/75,810-83-9788,71660,37
+Cointon Willatt,11/25/06,850-52-7842,37781,47
+Colan Revell,7/17/99,896-26-6767,64943,19
+Colas Fairebrother,12/13/81,453-62-6981,15520,37
+Colas Friedank,9/27/58,785-43-0321,52196,42
+Colas Treswell,8/24/94,212-40-3590,25209,71
+Colby Lartice,7/10/80,301-25-2517,83443,53
+Colby Learoid,4/14/97,429-84-4901,61681,42
+Colby Lowndes,10/15/89,685-70-9902,93854,53
+Cole Bau,12/17/09,139-95-2760,37284,46
+Cole Sarfatti,3/10/71,828-90-8732,69807,41
+Coleen Bramont,3/15/01,518-60-0319,8802,32
+Coleen Gravie,6/10/86,476-86-1677,54625,62
+Coleen Hebdon,10/14/59,516-44-3811,84046,38
+Coleen MacCook,9/8/63,138-31-2168,68493,27
+Coleman Death,1/14/00,550-53-4055,98058,24
+Coleman Simunek,3/10/01,682-42-1620,29244,42
+Colene Gedney,1/12/57,493-41-6491,76801,39
+Colene Humes,10/5/94,175-77-9805,64942,32
+Colene Kisbee,7/20/89,805-65-2173,89654,65
+Colene Mensler,6/11/82,578-80-8824,36244,19
+Colene Sundin,6/21/79,297-31-7240,22388,33
+Colet Oehme,4/11/74,706-15-7267,45643,58
+Colet Poncet,2/18/79,180-22-3939,18140,22
+Colet Possel,7/31/01,610-73-3855,49402,45
+Colet Upfold,9/1/09,156-62-9956,14385,27
+Coletta Jahan,10/12/64,586-30-9408,69845,39
+Coletta Laphorn,11/30/77,874-17-3603,58209,20
+Coletta Ridhole,9/12/92,344-24-9740,17710,39
+Coletta Vasilik,10/24/81,274-46-4764,54997,73
+Colette Bassindale,12/19/60,586-16-3089,53344,71
+Colette Bottomer,4/20/01,715-12-5430,68300,35
+Colette Doncom,11/3/98,462-99-0314,98496,29
+Colette Pellamonuten,5/7/04,486-75-0283,79093,21
+Colette Salvador,8/31/58,109-73-5041,84089,36
+Colin Agron,8/1/79,217-01-0061,46190,46
+Colin Dunphie,8/22/88,415-45-8168,70660,43
+Colin Dunsford,7/25/12,831-08-8160,12961,50
+Colin Figgs,5/12/55,314-35-8386,60713,25
+Colleen Beelby,7/11/62,626-46-7111,45564,22
+Colleen Fairclough,12/24/56,847-40-6220,64419,31
+Colleen Miall,9/10/97,544-60-6215,26387,24
+Collen Bearsmore,2/2/88,128-50-4067,89936,40
+Collen Calderhead,8/19/56,815-58-8775,77715,24
+Collen Goforth,7/20/84,431-09-5112,11557,35
+Collen Pindred,2/22/57,605-70-5182,58018,42
+Collen Tolerton,7/19/10,864-63-6168,71995,36
+Collete Clemett,8/3/63,152-19-8230,41132,32
+Collete Kield,5/13/06,607-84-9932,40153,61
+Collete Riccardi,10/30/70,785-23-4804,4175,33
+Collette Battleson,1/21/51,576-77-1255,39428,32
+Collette Durgan,9/4/51,693-03-9013,60981,25
+Collette Eskrick,2/13/71,698-65-2228,9253,21
+Collette Gerner,4/8/82,516-44-9813,97191,30
+Collette Libbe,12/30/00,804-18-5037,4826,64
+Collette Pridding,7/22/86,703-57-9119,8189,52
+Collette Teague,6/24/97,122-19-6721,53826,42
+Collie Grzegorzewski,1/16/96,223-54-3058,43022,30
+Collie Niblock,9/5/76,740-15-8279,58314,21
+Collie Torregiani,1/26/66,844-14-7998,69205,33
+Collin Akast,6/1/93,183-24-9415,46302,25
+Collin Andraud,7/11/51,780-31-0738,81489,48
+Collin Broadwood,3/29/60,381-59-6656,27163,33
+Collin Juliano,7/26/64,250-03-8415,16042,27
+Colline Heigl,5/5/67,362-17-0387,55090,35
+Colline Legion,5/6/59,447-08-9801,54263,39
+Colly Almack,2/23/61,676-90-1770,91152,61
+Colly Bodocs,10/9/01,558-73-1983,25430,18
+Colly Clemence,12/27/78,122-23-7354,30277,45
+Colly Newvill,9/13/82,442-40-9454,67496,52
+Colman Fermor,8/3/99,561-40-9568,32400,18
+Colman Gilleon,10/14/86,162-57-5093,62057,29
+Colman Marrion,8/14/03,209-21-4539,49032,24
+Colver Calendar,2/8/53,146-85-1156,33344,29
+Colver Cluckie,12/5/67,218-25-1145,86155,24
+Colver MacRedmond,2/7/86,128-77-4026,91085,38
+Colver Mendonca,7/2/77,176-46-6549,9037,34
+Con Dilston,8/1/51,439-55-2695,57870,34
+Con Haddow,1/30/00,175-63-7041,33600,29
+Con Retchless,12/8/10,603-95-3710,51717,38
+Con Smaridge,3/18/66,457-24-3238,2942,42
+Con Whyteman,4/14/97,387-83-7533,13023,72
+Conan Boig,2/21/69,639-23-0432,30706,65
+Conan Dudley,1/21/59,171-47-4727,63333,45
+Conan Gilhoolie,7/12/62,820-81-5463,11939,25
+Conan Kleeborn,10/1/52,433-24-1134,63880,41
+Conant Bentsen,8/16/01,561-74-6856,20817,39
+Conant Eirwin,10/24/09,218-69-1335,28588,32
+Conant Matisse,2/2/02,618-75-4095,84041,27
+Conant Ship,3/31/73,365-36-1249,93007,41
+Conant Teager,12/8/07,250-03-8591,22930,60
+Conant Warriner,5/13/90,467-70-8440,24076,50
+Concettina Costellow,9/21/53,785-47-4384,18821,41
+Concettina Esslement,3/24/01,191-53-1413,36376,26
+Concettina Niesing,1/7/12,276-28-8718,1725,27
+Conchita Blabey,2/9/01,130-56-5238,79487,22
+Conchita Dorning,8/9/77,642-64-9681,4922,54
+Conchita Hutchens,11/4/70,579-49-6476,67176,24
+Concordia Chatenet,2/13/77,507-07-1657,79648,34
+Concordia Mellings,3/10/88,514-65-8680,79467,68
+Concordia Tolumello,6/2/52,352-24-1748,49577,39
+Concordia Whartonby,6/13/98,590-10-7758,2657,18
+Conn Barbisch,9/17/62,526-71-5738,73022,26
+Conn Grimster,2/12/80,583-71-1857,51169,35
+Conn Plail,2/8/79,715-42-4538,55145,36
+Conn Whimper,6/29/69,235-28-0135,50202,27
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+Conney Foale,4/15/92,273-92-2452,91761,24
+Conney Frere,9/7/92,414-95-3741,49824,22
+Conney Gossage,6/25/76,390-71-3083,67477,44
+Conney O'Sculley,2/14/69,585-89-2268,15251,47
+Conney Pressey,9/17/97,409-74-5512,75602,25
+Conni Hillyatt,6/20/52,246-49-4497,2853,58
+Conni Jerg,4/26/69,622-32-0739,9173,51
+Conni Sargerson,1/25/77,713-53-5406,80623,38
+Conni Schukert,12/31/09,183-25-7078,44112,48
+Connie Andre,5/26/69,198-65-8062,52992,58
+Connie Anniwell,9/27/11,305-13-3484,44572,40
+Connie Ennals,11/14/57,869-09-1391,23896,29
+Connie Evens,6/25/82,786-16-9722,76034,34
+Connie Fresson,6/12/62,680-27-5857,82119,25
+Connie Lamden,7/8/02,433-04-4812,92208,46
+Connie Moreside,9/3/94,396-32-4385,42299,25
+Connie Over,10/10/50,119-09-7986,28424,30
+Connie Ruggen,7/23/93,858-58-0403,97333,35
+Connie Woodfield,4/22/66,353-47-2441,28605,21
+Connor Bleasdale,3/15/56,254-72-5657,74647,41
+Connor Spalton,2/3/01,563-87-2324,9602,37
+Conny Bainbrigge,9/2/67,739-60-9717,57767,61
+Conny Bamlet,7/2/65,418-33-6833,56811,22
+Conny Boyse,6/11/77,653-34-8748,88510,26
+Conny Caddick,7/24/92,597-69-3717,37187,49
+Conny Costell,9/21/09,688-90-3404,80374,40
+Conny Grasser,5/29/01,665-79-3601,75742,43
+Conny Juares,3/11/09,470-29-0236,91722,40
+Conny Larwell,2/3/85,165-48-3705,18963,50
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+Conny Lordon,2/29/60,691-99-8487,49847,23
+Conny Plowman,6/25/85,406-45-8046,14008,58
+Conny Stollsteimer,12/11/96,478-83-6118,84669,62
+Conny Wartonby,3/17/05,613-41-2423,22195,23
+Conrad Blampy,7/24/91,134-16-4264,31746,45
+Conrad De Benedictis,3/19/96,509-10-2130,82134,18
+Conrad Forestall,6/20/72,383-10-8258,50291,44
+Conrad Mulvenna,12/31/59,787-99-3968,52166,36
+Conrade Corck,2/28/10,853-58-6212,26118,46
+Conrade Eddleston,3/13/96,137-59-9085,15502,24
+Conrade Leyshon,6/15/99,295-68-2361,43587,34
+Conrade MacAlroy,2/3/11,450-80-6898,95682,50
+Conrade Zavattero,10/11/11,253-18-8772,1466,42
+Conrado Iacobini,7/7/86,818-51-4637,13140,77
+Conrado MacInerney,10/28/85,601-46-6170,21411,33
+Conrado Noell,3/13/73,125-73-7427,21820,23
+Conrado Pargeter,9/2/98,819-27-2570,97192,53
+Conrado Quincey,3/22/56,846-51-7487,26382,31
+Conrado Rubinfeld,8/13/04,654-81-2150,90162,48
+Conroy Dillingston,7/2/97,860-76-9343,25911,49
+Conroy Dunnaway,6/6/76,296-31-4684,54683,56
+Conroy Kunzler,9/20/65,660-45-8810,72690,35
+Conroy Leveret,1/9/70,197-41-9397,56504,45
+Conroy Rubinsztein,3/8/68,508-65-3020,871,25
+Conroy Tivolier,6/21/85,561-42-0478,91743,24
+Consalve Goering,10/19/00,775-44-8458,71088,35
+Consalve Nel,3/6/74,293-20-8624,30026,59
+Consalve Poles,3/1/89,564-50-2951,4500,38
+Consolata Angliss,9/20/07,187-49-9807,82923,23
+Consolata Skurray,9/6/53,786-02-0766,64015,26
+Constance Geraud,9/17/50,787-79-5629,37486,73
+Constance Grayham,12/3/92,353-91-0661,18715,20
+Constancia Meakes,2/7/67,836-19-3208,18781,46
+Constancia Rowledge,9/14/73,668-13-8123,36340,36
+Constancia Torrejon,2/11/81,748-68-0731,25816,38
+Constancia Wabersich,10/24/91,709-08-3411,3578,36
+Constancy Bitterton,10/3/77,470-49-6135,58871,28
+Constancy Comfort,4/2/77,445-65-1907,27385,45
+Constancy Cutler,6/6/82,267-25-0526,34455,23
+Constanta Bawles,1/7/77,127-05-9979,4520,69
+Constanta de Chastelain,3/5/80,311-83-6257,19025,31
+Constanta Najara,12/30/58,358-55-8773,85509,46
+Constanta Siddaley,6/11/51,725-92-3316,57242,18
+Constantia Buscombe,8/31/65,227-62-7390,4175,45
+Constantia Corlett,12/21/86,549-04-8985,55559,22
+Constantia Jervois,8/24/99,596-89-9066,38921,28
+Constantia Otto,9/9/57,193-23-6478,82607,48
+Constantia Shubotham,10/14/84,308-62-8879,82327,31
+Constantia Testro,5/29/79,347-62-1067,94317,34
+Constantin Billyard,5/3/54,660-28-8492,38670,31
+Constantin Crosetti,8/28/81,751-01-8722,83529,29
+Constantin Gislebert,4/14/99,430-18-7377,28995,41
+Constantin Goodfield,12/15/65,134-64-3777,93285,34
+Constantin Shieldon,12/14/80,378-99-6484,35717,20
+Constantina Adriaan,6/24/66,718-07-3314,75731,21
+Constantina Baff,2/12/76,328-30-2094,28410,43
+Constantina Pyffe,8/8/79,747-87-5029,65760,41
+Constantina Sant,9/14/90,249-24-3515,31712,18
+Constantina Thwaites,10/13/78,461-81-5935,34243,40
+Constantine Ainsworth,1/20/86,409-47-3672,40233,28
+Constantine Blowfield,6/13/90,559-67-4728,70964,44
+Constantine Bulpitt,6/20/75,180-05-2541,25801,42
+Constantine Folshom,12/4/60,592-69-9065,87797,44
+Constantine Vynarde,6/3/01,687-91-0316,29094,36
+Constantino Crippin,8/25/87,368-96-0263,99208,19
+Constantino Eagle,5/30/85,308-20-3150,69226,43
+Constantino Fasler,5/21/10,897-16-1449,12376,22
+Constantino Toplis,11/7/01,322-44-1241,65923,64
+Consuela Burberow,9/9/81,860-80-2941,99955,48
+Consuela Garey,1/2/56,796-05-9521,31763,37
+Consuela Greenhough,3/23/76,585-41-8790,96950,58
+Consuela Pothecary,10/21/70,640-18-7267,56648,60
+Consuela Shiels,4/22/02,676-33-4488,5434,47
+Consuelo Leynham,8/9/66,688-53-2626,66256,72
+Consuelo McCracken,1/14/96,465-99-2130,26498,51
+Consuelo Westall,4/3/03,861-86-1820,53613,60
+Consuelo Woodward,6/2/73,154-85-9657,85946,50
+Conway Kleynen,9/28/56,101-05-6419,53652,21
+Conway Newborn,11/27/85,162-19-5662,43488,44
+Conway Pristnor,2/21/55,159-41-3486,64247,50
+Conway Stouther,9/21/00,239-76-0887,46676,49
+Conway Wilkisson,4/13/08,616-14-9119,98213,71
+Cookie Courtliff,1/7/97,780-19-1055,18773,77
+Cookie Mathouse,8/8/04,289-03-6723,19456,30
+Cookie Tinkler,5/31/00,268-55-8308,29889,20
+Coop Chasen,5/20/60,325-29-1976,84269,46
+Cooper Argabrite,11/25/08,783-06-5915,19754,27
+Cooper Brockway,1/18/67,680-45-7097,94041,43
+Cooper Danielis,11/16/87,527-49-9214,49349,49
+Cooper Dudgeon,10/31/50,462-45-8668,35372,25
+Cooper Fairbrother,1/16/85,277-08-4723,66748,21
+Cooper Feaver,4/8/10,249-10-9918,95454,31
+Cooper Nevin,9/12/00,107-87-5351,31424,34
+Cooper Sanbrook,9/12/02,319-33-1517,45734,50
+Cora Gedney,5/23/68,651-06-6767,24586,28
+Cora Woolforde,12/10/03,594-94-0801,37601,47
+Corabel Ertelt,3/5/11,249-87-6079,91611,68
+Corabel Keighly,7/28/51,529-70-0177,23320,34
+Corabel Peris,9/6/84,752-38-0318,79353,63
+Corabella Bier,8/17/61,849-52-9260,3497,51
+Corabella Caverhill,8/13/07,489-73-7497,54074,39
+Corabella Gummary,8/12/95,769-62-2148,34905,40
+Corabelle Coaten,11/16/82,278-28-0978,3581,33
+Corabelle Croyser,7/29/95,498-04-4559,78561,54
+Corabelle McKenna,3/14/06,250-87-9478,78736,48
+Coral Tyler,7/1/99,606-28-9411,72851,52
+Coralie Dawby,6/7/84,482-39-4536,15950,70
+Coralie Goreisr,3/3/12,691-47-1403,80320,23
+Coraline Janew,2/6/74,348-52-9986,33139,32
+Coraline Mahoney,4/12/77,406-12-2554,48903,28
+Coraline Meir,1/30/07,304-99-3380,73500,27
+Coraline Micheau,12/21/89,401-79-6006,47117,29
+Coraline Michel,7/30/53,460-81-7026,84931,45
+Coraline Sherrington,12/9/01,415-37-5475,65518,46
+Coraline Simcock,12/23/96,887-13-9457,64882,49
+Coralyn Daen,12/1/88,392-63-2260,94467,24
+Coralyn Ruckhard,4/29/64,849-82-6978,83696,39
+Corbet Castro,4/21/83,479-63-0519,28124,62
+Corbet Freiburger,11/2/02,643-58-7756,99926,31
+Corbet Rosenhaupt,3/7/83,511-52-2825,62631,33
+Corbett Jovasevic,11/24/73,470-05-6151,63742,90
+Corbett Ribey,10/12/83,661-69-6705,88410,46
+Corbie Bosse,7/1/80,646-92-0485,80496,59
+Corbie Burl,4/24/80,611-90-6894,86049,60
+Corbie Croom,9/6/93,474-91-1793,4273,31
+Corbie Heball,8/29/06,551-11-2055,77080,45
+Corbie Pennetta,10/26/91,371-14-1204,94724,28
+Corbin Balchen,12/29/64,533-89-9541,19547,30
+Corbin Bultitude,10/14/61,868-66-0150,70077,22
+Corby Casserley,8/24/02,804-44-0412,61096,32
+Corby Meenehan,11/13/01,653-95-8374,73546,34
+Corby Pannett,11/30/69,436-67-3742,56368,32
+Corby Rehm,12/28/00,554-08-9913,2935,26
+Corby Roelofs,9/6/85,708-32-4040,52331,19
+Corby Sonschein,7/31/52,898-63-6059,17686,51
+Cord Bratcher,2/21/65,100-53-0790,37904,36
+Cord Burne,3/3/11,532-56-5099,4708,46
+Cord Nicklinson,10/22/94,558-56-0488,79334,39
+Cord Phipard-Shears,11/25/05,140-72-6982,89908,34
+Cord Pury,7/18/03,650-35-8321,61907,45
+Cordelie Capes,3/21/55,746-75-2162,5232,26
+Cordelie Feaveer,9/9/09,318-87-8623,43438,39
+Cordelie Skitral,9/29/80,817-16-6585,94187,72
+Cordelie Watmough,10/1/99,293-20-8512,22840,22
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+Cordell Olander,10/6/05,148-22-4493,30211,25
+Cordell Reddings,11/17/09,833-80-1856,7150,32
+Cordell Ungerecht,1/17/04,403-04-0019,87027,57
+Cordey Gagan,12/19/05,481-45-2502,1960,36
+Cordey Grevel,11/9/65,286-03-0800,98099,43
+Cordey Kohen,11/6/83,203-99-1391,97425,35
+Cordie Belliss,4/4/67,252-77-0362,45778,58
+Cordie Clubley,6/25/73,772-18-3785,40244,19
+Cordie Gomar,2/9/80,254-94-4170,63606,21
+Cordie Keely,3/14/88,354-44-4182,77212,36
+Cordie Lobb,6/27/70,729-16-1360,85174,18
+Cordie Sheldrick,10/12/09,757-26-5550,6481,29
+Cordie Tschirschky,1/21/65,340-72-4936,17439,55
+Cordula Cogan,9/13/58,393-63-3768,43278,38
+Cordula Elloway,2/6/92,608-67-0135,3630,32
+Cordy Antonich,9/13/88,241-67-0948,345,50
+Cordy Carling,4/15/11,424-76-3002,17036,29
+Cordy Caulkett,10/31/69,305-99-8647,72953,19
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+Imogen Taggart,3/7/95,655-05-8213,70121,30
+Imogen Tanguy,3/7/73,433-43-4311,88978,41
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+Yovonnda Marple,10/23/74,600-07-1975,48852,42
+Yovonnda Mingardo,12/20/70,228-94-0831,50690,54
+Yovonnda O'Fergus,4/27/94,318-02-7052,99683,28
+Ysabel Boness,9/8/09,177-92-8296,4362,30
+Ysabel Bowes,2/9/03,747-41-6874,70479,54
+Ysabel Packe,8/27/07,598-77-5851,27894,43
+Yul Bubbear,5/16/73,400-31-9952,43602,51
+Yul Flode,6/30/67,292-72-9016,45344,35
+Yul Jeffrey,8/9/03,307-61-5685,59109,29
+Yul Scotts,1/18/77,232-49-2579,47623,39
+Yule Batrim,10/4/54,777-72-7297,25454,53
+Yule Domniney,2/10/00,329-61-1776,69308,31
+Yule Ferrarotti,3/5/61,446-17-6535,52680,56
+Yule Hamby,6/16/71,755-99-1346,81827,60
+Yule Longmead,7/17/72,211-67-2925,43860,48
+Yule Morde,7/17/70,639-68-9615,35829,36
+Yule Powers,10/9/80,785-95-5876,11001,22
+Yule Summerrell,4/13/04,778-69-5491,97683,62
+Yulma Dell 'Orto,7/23/85,731-99-7281,23865,44
+Yulma Gristwood,3/21/90,603-98-1507,39864,45
+Yulma Wotton,9/8/72,652-10-7554,4370,45
+Yuma Newsham,4/22/82,601-47-6968,15338,45
+Yuma Rosentholer,2/3/94,641-40-7198,35347,31
+Yuma Samms,3/15/76,775-48-2642,96844,52
+Yuri Labeuil,7/21/53,442-82-1158,60258,43
+Yuri Strase,4/10/94,214-28-3520,48906,34
+Yurik Leah,3/9/81,334-41-9761,76872,46
+Yurik Unsworth,3/10/80,756-59-1126,26613,28
+Yves Isaacson,8/1/08,353-61-8727,78799,39
+Yves MacKeller,12/13/90,598-29-2242,69632,65
+Yves Pally,2/22/90,661-38-9007,3654,35
+Yves Scrogges,4/4/94,781-09-5667,80151,38
+Yves Swinnard,5/3/96,575-54-2839,92472,59
+Yvette Drohan,7/7/65,131-02-0493,46997,17
+Yvette Hrishanok,2/7/94,362-16-2067,78118,41
+Yvette Inston,3/22/79,456-10-2632,56958,25
+Yvette Peacham,7/13/93,106-79-3128,32161,33
+Yvette Pigford,9/11/55,538-15-6756,44922,35
+Yvette Pipping,7/8/88,643-50-7063,24430,51
+Yvette Trenaman,7/2/75,617-27-8380,29391,64
+Yvon Asbury,4/26/80,125-30-8724,6473,34
+Yvon Beasley,12/11/51,555-35-3870,44508,56
+Yvon Ledford,4/15/10,754-78-2109,50034,50
+Yvonne Botham,4/25/93,344-32-2801,41992,41
+Yvonne Endrizzi,6/22/00,245-48-8379,61396,30
+Yvor Drawmer,8/16/64,577-63-8201,44983,44
+Yvor Pratte,8/6/94,486-16-4454,15193,48
+Zabrina Stoakes,1/18/93,864-57-9420,93494,44
+Zabrina Tyrie,9/23/01,134-17-3020,99241,40
+Zaccaria Biddlestone,12/31/00,281-73-3269,3689,28
+Zaccaria Torbett,1/2/08,897-52-7262,88313,26
+Zach Becke,9/18/51,603-54-8574,40508,46
+Zach Brooker,5/7/73,731-86-5860,95781,34
+Zach Chaves,1/22/09,182-03-6789,16986,24
+Zach Snedker,9/4/72,489-04-0877,45630,33
+Zacharia Biesterfeld,3/14/71,620-09-5914,79714,30
+Zacharia Cant,12/5/90,316-24-4769,58373,54
+Zacharia Lockyer,1/5/66,266-70-6107,17538,28
+Zacharia Quarrington,8/5/85,738-85-9268,75991,29
+Zacharia Slocom,9/27/59,178-95-1516,61282,18
+Zachariah Cashen,10/9/77,888-17-2892,16914,33
+Zachariah Habercham,4/20/72,813-77-9258,87790,28
+Zachariah Meenehan,3/27/74,226-54-3816,20532,32
+Zachariah Paute,7/4/02,813-58-6258,52919,36
+Zachariah Pont,7/11/86,315-73-1244,37315,28
+Zacharias Red,2/5/80,237-65-3054,17536,41
+Zacharias Shawley,10/6/76,645-24-9156,4448,42
+Zacharias Stiebler,12/31/86,368-95-5117,48912,19
+Zacharie Bank,7/1/07,171-53-8714,56428,32
+Zacharie Derrick,10/16/11,417-29-0357,44980,22
+Zacharie McCafferky,8/21/81,808-16-7744,86510,36
+Zacharie Pellingar,12/24/66,195-52-7007,21627,30
+Zacharie Spuner,9/6/07,496-65-9950,46397,58
+Zacharie Stubbley,12/22/66,897-47-5425,60090,46
+Zachary Colls,8/17/83,538-89-1573,78478,46
+Zachary Domesday,1/6/67,289-10-3290,61481,20
+Zachary Muncaster,1/15/12,579-86-0264,79102,22
+Zachary Servante,5/19/62,510-70-8806,30213,61
+Zacherie Olczyk,12/21/01,257-32-5039,84697,47
+Zacherie Yirrell,9/30/88,389-38-7535,47969,50
+Zachery Beadnell,2/8/82,325-62-7899,90157,42
+Zachery Beeching,8/26/73,474-07-2454,61883,61
+Zachery Goman,9/22/64,114-12-3434,4655,33
+Zachery Szymoni,7/18/04,278-83-8917,45553,68
+Zack Labrone,12/19/76,326-96-0570,99605,66
+Zack Woodhall,9/5/04,112-87-0450,11932,56
+Zackariah Kensy,7/16/96,486-61-2354,36809,44
+Zackariah Stilling,6/30/69,716-76-9888,8512,31
+Zackariah Tuckerman,6/29/53,484-55-2843,46932,38
+Zahara Corteis,12/10/92,211-81-1368,61122,23
+Zahara Hassett,3/5/68,571-50-9395,39591,41
+Zahara See,1/10/02,625-15-0281,25083,20
+Zahara Whitham,9/27/93,477-44-3829,91792,31
+Zak Casolla,5/28/52,815-79-3976,79268,31
+Zak Creffeild,12/26/54,545-03-5229,50533,38
+Zak Crowdson,8/23/97,234-04-6012,70106,38
+Zak Lisett,10/20/60,545-06-9650,55039,28
+Zak Savory,9/7/70,462-12-0208,16918,29
+Zandra Berni,5/14/98,290-91-5536,90191,51
+Zandra Digges,7/14/91,172-55-3096,45907,35
+Zandra Gabel,6/21/71,102-90-6270,43469,34
+Zane Amery,7/16/99,296-09-7450,84958,23
+Zane Cottel,2/9/73,429-13-5181,81994,44
+Zane Matczak,4/16/76,781-24-8197,98784,77
+Zane Stickney,11/11/99,606-22-0094,78043,47
+Zane Tidmas,5/29/77,320-59-0205,79921,53
+Zane Yeend,12/9/80,159-76-0127,63662,50
+Zaneta Benoy,2/2/73,788-87-1034,76662,30
+Zaneta Gillion,11/14/59,490-07-2588,36202,32
+Zaneta Nazer,1/9/07,443-69-2569,71629,44
+Zaneta Reiglar,10/15/62,163-01-2460,30360,35
+Zara Moynihan,5/1/11,667-84-9088,58150,39
+Zarah Imason,1/20/83,578-58-1765,69112,44
+Zarah O'Loughlin,6/3/89,264-53-4268,23972,32
+Zared Foxton,11/4/06,248-08-5427,75973,31
+Zared Maxweell,5/13/52,275-97-9985,48797,64
+Zaria Ferie,9/1/97,186-52-8473,92711,28
+Zaria Jacquemet,11/16/69,813-71-6750,32406,31
+Zarla Cirlos,12/13/99,242-98-1987,34764,35
+Zarla Coweuppe,8/26/96,830-80-7089,5169,39
+Zea Keeri,12/19/79,724-71-1892,21492,38
+Zea Olliar,10/29/53,207-90-0049,8127,17
+Zea Pickhaver,2/25/55,345-43-9124,78845,27
+Zeb Osan,11/21/69,226-35-6442,98959,30
+Zeb Snasdell,1/23/04,798-05-0857,2496,52
+Zebadiah Crippen,6/5/59,370-50-6431,54871,17
+Zebadiah Doogue,10/19/02,204-98-5340,86788,37
+Zebadiah Gobat,6/12/08,530-20-4446,82309,61
+Zebadiah Larkcum,4/24/70,267-93-7922,34272,33
+Zebadiah O'Kerin,2/12/05,412-76-6100,23170,29
+Zebedee Crewdson,5/16/95,441-88-8749,73101,34
+Zebedee Hardistry,12/6/99,842-81-7580,31216,22
+Zebedee Holburn,4/6/93,805-22-2353,83729,50
+Zebedee Piper,11/22/71,597-01-8882,30826,47
+Zebulen Ashwell,9/1/86,705-70-0985,62944,25
+Zebulen Courtonne,7/19/93,528-84-4306,20614,51
+Zebulen Rottger,9/2/97,832-92-7252,47134,55
+Zebulen Swepson,5/10/66,576-19-2840,75781,38
+Zebulon Batting,9/8/68,665-53-6172,94888,23
+Zebulon Maffy,1/23/89,816-40-8451,82132,17
+Zebulon McCudden,10/6/50,885-96-6394,36387,28
+Zechariah Goldes,3/29/67,396-88-2785,8514,60
+Zechariah Kops,2/16/98,298-12-7975,28623,28
+Zechariah Palek,9/13/78,648-55-8320,51438,38
+Zechariah Trout,10/3/55,524-44-2079,22066,49
+Zed MacDermot,5/4/99,186-21-0563,87430,61
+Zed Makiver,5/20/10,706-96-8958,40889,42
+Zedekiah Birtwell,12/18/04,590-25-3595,4256,23
+Zedekiah Harold,12/7/72,688-45-2352,60161,38
+Zedekiah Heineking,3/15/51,618-72-4148,95471,18
+Zedekiah Myton,5/22/67,574-93-7119,16224,30
+Zedekiah Potell,9/11/00,703-40-2255,56067,19
+Zedekiah Reicherz,7/20/74,425-20-9383,83379,80
+Zeke Bread,7/3/06,626-86-2840,14770,28
+Zeke Marmion,4/20/05,621-27-8388,99404,29
+Zeke McDyer,12/16/70,792-36-3260,68089,24
+Zeke Moodie,6/1/91,177-29-7802,75255,24
+Zeke Vynehall,6/15/57,851-50-8026,45861,27
+Zelda Ida,6/30/61,506-07-4115,81327,17
+Zelda Llewellin,10/12/62,420-22-0751,45450,64
+Zelda Monkton,9/3/77,240-25-1338,95060,63
+Zelda Rebanks,9/6/81,364-46-5119,77883,22
+Zelig Alphonso,4/16/75,513-92-7336,55947,28
+Zelig Lomasna,6/12/10,192-29-4590,13277,73
+Zelig Stace,5/8/71,853-36-2755,8899,35
+Zelma Towe,4/7/61,346-83-0596,65048,67
+Zelma Wrightham,2/17/02,393-23-9470,3186,38
+Zenia Gebbe,4/16/91,243-22-3909,111,22
+Zenia Routh,4/5/67,606-53-2941,8092,44
+Zenia Sacaze,12/4/73,148-16-1840,79843,34
+Zenia Stonnell,12/28/56,795-21-1037,80337,33
+Zerk Bahia,4/2/10,860-82-7142,66904,21
+Zerk Greiswood,9/13/85,439-17-6199,7809,28
+Zerk Hoyt,11/10/92,725-99-3152,84413,35
+Zerk Lanning,5/18/05,640-16-0078,70315,34
+Zerk Nossent,10/11/06,878-09-9363,46310,24
+Zerk Pady,5/20/83,227-97-7647,76614,31
+Zerk Peffer,8/16/09,147-72-0806,48971,53
+Zerk Tolmie,6/9/05,268-73-4802,34523,53
+Zia Kalisch,12/10/81,557-49-7987,54506,62
+Zia Kersley,11/3/06,732-69-8121,34337,70
+Zia Leworthy,12/27/58,630-49-2163,31209,37
+Zia Segoe,7/1/91,361-54-0438,19138,33
+Zia Shaw,10/31/73,285-18-2246,26315,33
+Zilvia Garlett,3/14/96,635-04-1260,54337,20
+Zilvia Guyton,10/11/82,179-38-8730,14456,53
+Zilvia Leither,5/5/75,276-83-6456,51807,44
+Zilvia Misken,10/13/04,238-76-6460,28776,52
+Zilvia Pohlak,9/15/11,229-99-6158,64781,24
+Zita Annets,10/2/74,376-14-6090,84844,25
+Zita Odcroft,10/7/50,748-51-0730,86191,27
+Zita Trumpeter,5/20/73,711-74-0779,83630,40
+Zita Yablsley,9/25/51,391-64-3074,98581,30
+Zitella Ainge,11/12/02,450-72-6567,69087,31
+Zitella Eastway,1/26/88,522-01-5570,4165,28
+Zitella Sloegrave,10/31/85,748-84-3417,78602,24
+Zitella Ure,7/1/72,816-68-8801,56652,46
+Zoe Imos,3/22/96,528-21-8210,80260,27
+Zola Dodell,8/25/04,247-78-4162,7308,28
+Zola Kauble,7/1/70,737-67-8264,12976,39
+Zollie Grellier,8/3/71,694-08-5067,81200,23
+Zollie Jurczyk,11/9/99,201-53-5370,26001,17
+Zollie Treuge,9/8/10,181-97-3206,80259,45
+Zollie Weavers,11/8/79,232-14-1114,5857,48
+Zolly Pratchett,12/30/02,767-25-3727,95221,23
+Zolly Sudran,6/13/75,340-01-4579,16260,38
+Zonda Jeffcoate,12/14/89,391-83-8222,6603,19
+Zonda Lovel,2/25/55,366-96-2240,7957,61
+Zonda Noon,6/21/86,136-08-1879,66051,18
+Zonda Spata,1/23/95,321-13-6102,34059,18
+Zondra Balasin,5/15/71,424-83-0041,86549,34
+Zondra Scardifeild,2/17/68,125-87-9938,7192,43
+Zondra Symmons,4/24/85,559-18-9209,84700,43
+Zonnya Ambroise,1/15/65,278-05-0152,97424,51
+Zonnya Porker,1/24/52,265-28-9689,4540,20
+Zora Romanetti,10/13/76,106-46-6061,4325,56
+Zorah Letterese,10/19/70,393-05-0787,85683,49
+Zorah Ravenshear,9/3/03,627-58-7626,66521,30
+Zorana Daveren,1/7/09,398-46-3271,54662,40
+Zorana Knowlton,1/8/90,563-22-7352,12836,51
+Zorana Pearde,10/20/74,237-47-6712,97763,49
+Zorina Cotillard,8/11/80,559-12-2875,98715,56
+Zsa zsa Biermatowicz,4/18/91,247-54-2557,42671,41
+Zsa zsa Bills,9/2/74,706-28-9646,18992,28
+Zsa zsa Ginn,12/16/73,803-25-6813,52298,53
+Zsa zsa Gooderson,3/18/08,397-53-0599,98980,57
+Zsa zsa Iacovuzzi,12/21/60,104-88-5077,53614,62
+Zsa zsa Mahedy,9/3/99,616-56-6760,68597,71
+Zsazsa Freiberg,10/14/05,131-73-2587,59884,27
+Zsazsa Gwyneth,4/17/78,543-73-1774,3622,44
+Zsazsa Seares,2/17/09,292-48-1168,7785,30
+Zsazsa Treadway,6/12/04,248-77-6741,1824,60
+Zulema Cavanagh,5/22/74,877-05-9214,42109,29
+Zulema Coultish,11/6/71,528-94-8444,52616,47
+Zulema Northill,9/18/58,339-80-6232,40832,33
+Zulema Rolingson,12/5/51,503-09-3651,33251,50
+Zuzana Ablott,9/16/96,187-35-0278,33831,42
+Zuzana Campbell,7/17/77,549-28-3921,50761,48
+Zuzana Hattiff,12/3/52,410-64-1739,48778,60
+Zuzana Pinson,6/24/58,438-07-0940,30931,29
+Zuzana Wealleans,3/12/68,119-96-3266,36186,31
\ No newline at end of file
diff --git a/dat/adult_with_pii.csv b/dat/adult_with_pii.csv
new file mode 100644
index 0000000..792fe28
--- /dev/null
+++ b/dat/adult_with_pii.csv
@@ -0,0 +1,32562 @@
+Name,DOB,SSN,Zip,Age,Workclass,fnlwgt,Education,Education-Num,Marital Status,Occupation,Relationship,Race,Sex,Capital Gain,Capital Loss,Hours per week,Country,Target
+Karrie Trusslove,9/7/1967,732-14-6110,64152,39,State-gov,77516,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+Brandise Tripony,6/7/1988,150-19-2766,61523,50,Self-emp-not-inc,83311,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,13,United-States,<=50K
+Brenn McNeely,8/6/1991,725-59-9860,95668,38,Private,215646,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dorry Poter,4/6/2009,659-57-4974,25503,53,Private,234721,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Dick Honnan,9/16/1951,220-93-3811,75387,28,Private,338409,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,Cuba,<=50K
+Allene Raff,8/2/2001,535-53-2336,9820,37,Private,284582,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Clevie Schimoni,10/17/1989,787-78-1258,87125,49,Private,160187,9th,5,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,16,Jamaica,<=50K
+Erhard Nesbeth,7/25/1971,208-67-0874,60887,52,Self-emp-not-inc,209642,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Hedvige Fairpo,8/10/2001,691-69-7317,81548,31,Private,45781,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,14084,0,50,United-States,>50K
+Kally Ayers,7/31/1998,632-53-4141,51592,42,Private,159449,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,40,United-States,>50K
+Binni Mc Mechan,6/23/2009,119-26-4980,90245,37,Private,280464,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,80,United-States,>50K
+Hedda Allworthy,6/14/1995,232-09-2296,89259,30,State-gov,141297,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+Massimiliano Plett,3/11/1957,870-03-4270,79482,23,Private,122272,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+Gwenny Micallef,3/11/1987,531-39-1676,29389,32,Private,205019,Assoc-acdm,12,Never-married,Sales,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+Rollie Gabbatt,5/19/1985,121-55-7484,42065,40,Private,121772,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+Devondra Delort,9/27/1968,383-99-3693,76988,34,Private,245487,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,45,Mexico,<=50K
+Rozella Coulthard,1/16/2010,703-66-0223,32345,25,Self-emp-not-inc,176756,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+Tannie Bohlmann,1/25/1979,138-57-2883,71929,32,Private,186824,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+Tyne Landeaux,11/24/1958,884-59-8967,3098,38,Private,28887,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Anthe Devine,9/25/1979,875-07-4084,72862,43,Self-emp-not-inc,292175,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,>50K
+Rozalie Rowbottom,8/2/1970,570-73-0139,53155,40,Private,193524,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Mahala Dimberline,9/28/1964,189-87-7998,3691,54,Private,302146,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+Averell Maymand,8/10/2012,668-43-2767,92617,35,Federal-gov,76845,9th,5,Married-civ-spouse,Farming-fishing,Husband,Black,Male,0,0,40,United-States,<=50K
+Mignonne Spurrior,7/18/1960,557-99-3930,55466,43,Private,117037,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2042,40,United-States,<=50K
+Marla Dungey,11/3/1960,216-09-1548,32737,59,Private,109015,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Felix Falla,2/22/1960,242-47-2508,58986,56,Local-gov,216851,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Kym Jennery,1/24/1989,868-85-7038,91102,19,Private,168294,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Letty Marcussen,6/18/1952,338-12-9081,8598,54,,180211,Some-college,10,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,60,South,>50K
+Timothea Disman,6/23/1987,288-49-7728,91341,39,Private,367260,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Walliw Adcock,6/15/1951,297-29-2796,54807,49,Private,193366,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Raul Squire,7/15/1964,813-56-5466,93239,23,Local-gov,190709,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Alayne Pedlingham,2/17/1953,288-31-8670,65932,20,Private,266015,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,44,United-States,<=50K
+Darby Tome,1/9/2009,890-14-4832,9717,45,Private,386940,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Male,0,1408,40,United-States,<=50K
+Laurena Abrahamsohn,8/11/2006,662-32-0909,20061,30,Federal-gov,59951,Some-college,10,Married-civ-spouse,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Pierson Leyrroyd,4/8/1987,132-55-8586,20149,22,State-gov,311512,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,15,United-States,<=50K
+Maye Sauter,7/27/1970,258-66-6115,28032,48,Private,242406,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Puerto-Rico,<=50K
+Fay Simone,11/2/1993,715-75-9668,41136,21,Private,197200,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Florence Tiesman,12/23/1985,862-26-5489,93276,19,Private,544091,HS-grad,9,Married-AF-spouse,Adm-clerical,Wife,White,Female,0,0,25,United-States,<=50K
+Gwenneth Spriggen,12/6/1951,171-82-0984,58492,31,Private,84154,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,,>50K
+Lulita Tschersich,10/25/1954,602-74-4118,14378,48,Self-emp-not-inc,265477,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Constantia Shubotham,10/14/1984,308-62-8879,82327,31,Private,507875,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+Theo Fearney,1/22/1983,439-28-9935,95683,53,Self-emp-not-inc,88506,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Lulu Scollan,6/12/2003,380-78-1227,18173,24,Private,172987,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+Dora Richardes,10/2/1953,412-32-2882,75680,49,Private,94638,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Abdel Hornbuckle,2/25/2005,352-78-8199,6217,25,Private,289980,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Goddard Mattiessen,8/21/1986,272-03-9824,74972,57,Federal-gov,337895,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+Myron Lincey,10/11/1996,115-43-9351,80887,53,Private,144361,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+Aurthur Bourhill,9/28/1974,609-42-1751,17524,44,Private,128354,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Raymund Tournie,4/19/1955,365-66-5026,53662,41,State-gov,101603,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Noemi Ruffler,10/19/2011,748-77-7857,56298,29,Private,271466,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+Rhys Quennell,6/15/1988,177-67-9642,42814,25,Private,32275,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Other,Female,0,0,40,United-States,<=50K
+Addy Preon,10/11/1961,479-90-2494,61843,18,Private,226956,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,,<=50K
+Regine Hannigane,6/3/1971,534-46-2609,90260,47,Private,51835,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,60,Honduras,>50K
+Oralie Keegan,10/5/1999,884-12-2409,74955,50,Federal-gov,251585,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+John Matthias,12/18/1973,492-53-6924,9825,47,Self-emp-inc,109832,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Mill Kondratowicz,11/5/2009,465-45-0129,96085,43,Private,237993,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Johnath Spada,11/27/1957,528-32-0498,70747,46,Private,216666,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Felice Yansons,2/7/1987,233-37-3234,78345,35,Private,56352,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+Hamish Poyntz,2/16/1956,136-92-3568,49792,41,Private,147372,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+Ruthie McVittie,12/29/1978,692-85-3206,43800,30,Private,188146,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,40,United-States,<=50K
+Mufinella Paddington,3/21/1975,565-95-8300,54588,30,Private,59496,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,2407,0,40,United-States,<=50K
+Catlee Antram,10/14/1972,412-24-3430,21928,32,,293936,7th-8th,4,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,,<=50K
+Rebeka Casali,9/23/1983,789-15-5786,16447,48,Private,149640,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Laurel Meale,4/12/1970,607-06-4756,28084,42,Private,116632,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Cull Condon,8/25/1986,855-03-5568,7741,29,Private,105598,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,58,United-States,<=50K
+Kincaid Plume,10/13/2003,352-03-1627,34450,36,Private,155537,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rolph Khotler,9/8/1954,116-42-9454,63607,28,Private,183175,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bert Baffin,3/26/1952,354-28-4778,57844,53,Private,169846,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Estrellita Cranfield,6/29/2003,202-54-6417,15575,49,Self-emp-inc,191681,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Christin Pichan,11/15/1970,308-58-7125,99602,25,,200681,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Brooks Lakes,3/20/1974,348-13-3020,42877,19,Private,101509,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,32,United-States,<=50K
+Charmane Proffer,3/8/1967,407-21-9891,4228,31,Private,309974,Bachelors,13,Separated,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+Faythe Toseland,2/26/2007,894-56-3343,59245,29,Self-emp-not-inc,162298,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Daisey O'Shirine,2/16/1960,817-93-8996,36400,23,Private,211678,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rhonda Hartshorn,1/8/1982,137-25-1899,36303,79,Private,124744,Some-college,10,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,20,United-States,<=50K
+Joete MacCosto,6/24/1999,575-55-1718,10728,27,Private,213921,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Mexico,<=50K
+Francisco Blanckley,10/23/1985,401-24-4634,41704,40,Private,32214,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Hy Gilliat,1/15/1970,780-08-6368,3864,67,,212759,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+Elyssa Lammerich,7/10/1954,193-77-0902,20053,18,Private,309634,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,22,United-States,<=50K
+Ginger Freemantle,9/3/2000,806-93-6560,93338,31,Local-gov,125927,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Fiann McKie,2/24/1956,260-79-1363,41953,18,Private,446839,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Genny Duffan,11/30/2010,721-66-8737,69166,52,Private,276515,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Cuba,<=50K
+Sharona Rotlauf,10/27/2001,260-62-1962,51962,46,Private,51618,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Nerissa Grisbrook,10/15/1965,382-89-2144,69786,59,Private,159937,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+Shep Ottley,1/7/1963,740-10-8618,21742,44,Private,343591,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,14344,0,40,United-States,>50K
+Hew Benoy,6/16/1980,890-28-6134,78233,53,Private,346253,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Wes Pennetti,10/15/1975,152-84-6645,17853,49,Local-gov,268234,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Willdon Parradye,2/7/1960,851-67-7774,47070,33,Private,202051,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Selina Barkworth,6/2/1961,587-11-3746,22875,30,Private,54334,9th,5,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sonja Dalliwater,8/1/1965,701-55-6252,87299,43,Federal-gov,410867,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Beverly Adds,6/20/1968,172-85-0404,25617,57,Private,249977,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Wright Jeacop,6/20/2003,791-91-4122,76143,37,Private,286730,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Georgi Beamond,10/26/1955,789-47-5235,6503,28,Private,212563,Some-college,10,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,25,United-States,<=50K
+Nicol Raith,11/19/1961,556-55-2624,29246,30,Private,117747,HS-grad,9,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,1573,35,,<=50K
+Isadora Gardener,8/16/1988,667-72-9887,23629,34,Local-gov,226296,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Doloritas Bedin,5/24/1984,827-54-2200,89420,29,Local-gov,115585,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Jeremy Bloor,2/25/1952,464-47-6045,45761,48,Self-emp-not-inc,191277,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,60,United-States,>50K
+Manfred McBeith,12/15/1992,689-95-5941,79098,37,Private,202683,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+Archaimbaud Rymell,2/25/1989,296-78-7145,69695,48,Private,171095,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,England,<=50K
+Lurlene Adamczyk,11/2/2010,831-77-2386,7473,32,Federal-gov,249409,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Hilary Lindback,8/13/1973,632-57-2869,47987,76,Private,124191,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Katha Poppy,4/1/1988,804-73-8338,61696,44,Private,198282,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Clerkclaude Son,8/5/1972,421-22-2083,82887,47,Self-emp-not-inc,149116,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Doy Pymer,4/10/1951,525-93-2970,65370,20,Private,188300,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Alford Haswell,11/3/1991,580-08-0988,21946,29,Private,103432,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rodd Collelton,9/17/1964,272-48-6416,76195,32,Self-emp-inc,317660,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+Janaya Elloit,5/22/2005,296-76-3644,67319,17,,304873,10th,6,Never-married,,Own-child,White,Female,34095,0,32,United-States,<=50K
+Gilberta Shilstone,10/21/1976,646-64-7150,43233,30,Private,194901,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Dorris Detoc,7/10/1979,717-59-8236,73447,31,Local-gov,189265,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Melicent Boeter,4/21/1986,546-39-3020,70647,42,Private,124692,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Laurel Conn,10/22/1992,471-93-7307,18243,24,Private,432376,Bachelors,13,Never-married,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+Fanchette Skottle,3/29/1972,820-64-2034,9902,38,Private,65324,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Yule Ferrarotti,3/5/1961,446-17-6535,52680,56,Self-emp-not-inc,335605,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,1887,50,Canada,>50K
+Jeniffer Popple,9/10/1997,277-62-0140,96014,28,Private,377869,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,4064,0,25,United-States,<=50K
+Marven Danihelka,6/8/1954,586-42-6950,66749,36,Private,102864,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Caril Peschka,2/13/1954,116-77-0949,92687,53,Private,95647,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+Koral Tomkin,12/12/1987,844-28-5903,96857,56,Self-emp-inc,303090,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Tadd Sancraft,4/5/2010,122-68-7177,21569,49,Local-gov,197371,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Benedikta Leipnik,4/9/2005,567-67-3819,34093,55,Private,247552,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,56,United-States,<=50K
+Kimmy Oganesian,5/27/1964,466-50-8862,70644,22,Private,102632,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,41,United-States,<=50K
+Goldy Ingamells,4/23/2001,535-66-6978,11223,21,Private,199915,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Hunt Salisbury,3/4/1987,755-25-8853,33754,40,Private,118853,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Cherice Coweuppe,7/12/1956,548-89-5261,82340,30,Private,77143,Bachelors,13,Never-married,Exec-managerial,Own-child,Black,Male,0,0,40,Germany,<=50K
+Clea Di Francesco,9/27/1960,396-82-2711,99050,29,State-gov,267989,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Kelcey Teese,2/9/1994,288-59-1467,47434,19,Private,301606,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+Maia Phillip,12/17/1988,506-36-1762,78588,47,Private,287828,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Querida Licciardiello,12/3/2001,648-41-9013,69542,20,Private,111697,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,1719,28,United-States,<=50K
+Xever Arckoll,3/26/1999,825-87-1242,48024,31,Private,114937,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Lucienne Bjerkan,7/22/1983,291-44-4348,90907,35,,129305,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Anastasie Guilloton,2/24/1984,246-86-9055,8577,39,Private,365739,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jasmin Rudgerd,8/2/1991,234-93-0102,95974,28,Private,69621,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Clerkclaude Vowles,1/15/1992,217-25-8863,22052,24,Private,43323,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,1762,40,United-States,<=50K
+Madelaine Newlands,6/11/1952,248-93-1603,50463,38,Self-emp-not-inc,120985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,35,United-States,<=50K
+Cointon McCoveney,1/23/1975,810-83-9788,71660,37,Private,254202,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Pate Kissick,7/5/2002,210-72-3881,64400,46,Private,146195,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+Rosy Jefford,1/14/2008,433-57-3376,75436,38,Federal-gov,125933,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+Joela Geertz,1/3/1980,373-55-1830,86543,43,Self-emp-not-inc,56920,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Adler Croizier,10/23/1978,562-98-2247,66375,27,Private,163127,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+Malory Gander,1/4/2006,431-13-8838,56405,20,Private,34310,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Bondie Gettens,12/2/1957,564-98-6842,97236,49,Private,81973,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Rachelle Robardet,5/11/2004,334-24-0668,43448,61,Self-emp-inc,66614,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Merle Edmeads,2/24/1967,145-70-0386,7298,27,Private,232782,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Roderic Shuttleworth,5/16/1956,788-61-1613,59397,19,Private,316868,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,Mexico,<=50K
+Bernadette Tye,7/26/1955,730-37-3808,23904,45,Private,196584,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,40,United-States,>50K
+Boris Aronov,10/21/1977,710-46-3628,86067,70,Private,105376,Some-college,10,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+Philipa Comley,10/16/1999,314-83-4662,54991,31,Private,185814,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Ibby McGall,7/16/1969,734-63-7061,38526,22,Private,175374,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,24,United-States,<=50K
+Wash Gives,8/10/2012,251-65-4668,61491,36,Private,108293,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+Frank Sugar,1/21/1972,512-89-4375,11420,64,Private,181232,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2179,40,United-States,<=50K
+Munmro Schettini,2/22/1984,417-02-5152,53732,43,,174662,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kristel Devaney,2/25/1982,837-75-6896,72739,47,Local-gov,186009,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,Mexico,<=50K
+Ashly Scoggans,1/12/2007,160-36-7357,58301,34,Private,198183,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ardyth Danniel,3/12/2003,425-52-3206,53222,33,Private,163003,Bachelors,13,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Jennee Easson,12/3/1991,195-29-4957,16404,21,Private,296158,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Jennie Fosse,1/24/2012,152-75-8293,20222,52,,252903,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,45,United-States,>50K
+Malory Mattheeuw,2/19/1978,590-10-5213,98926,48,Private,187715,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+Ode Phetteplace,1/4/1958,203-40-5328,90600,23,Private,214542,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rodina Lawlings,4/21/1983,103-24-4654,63643,71,Self-emp-not-inc,494223,Some-college,10,Separated,Sales,Unmarried,Black,Male,0,1816,2,United-States,<=50K
+Bab Girardengo,11/23/1964,716-03-5305,61919,29,Private,191535,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Sonya Deek,4/9/1993,179-93-7906,46532,42,Private,228456,Bachelors,13,Separated,Other-service,Other-relative,Black,Male,0,0,50,United-States,<=50K
+Corabel Ertelt,3/5/2011,249-87-6079,91611,68,,38317,1st-4th,2,Divorced,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Sharona Le Franc,8/7/1980,873-96-7454,43712,25,Private,252752,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Stefanie Hazard,2/28/2003,674-87-2050,29078,44,Self-emp-inc,78374,Masters,14,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Felicia Duff,8/7/1991,307-21-9664,57141,28,Private,88419,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,England,<=50K
+Kaleena Volet,7/10/1959,486-68-9387,75301,45,Self-emp-not-inc,201080,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Amata Phythian,11/12/2004,257-65-8601,96933,36,Private,207157,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Faustine Harris,8/13/1983,470-53-4203,83031,39,Federal-gov,235485,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Mabel Lounds,2/5/1970,811-60-1489,62947,46,State-gov,102628,Masters,14,Widowed,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+Arther Lethem,5/13/1962,715-83-7452,79860,18,Private,25828,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+Natalya Underdown,12/31/1955,404-58-9947,92315,66,Local-gov,54826,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Fraze Bartholomaus,2/1/2006,838-71-2031,36799,27,Private,124953,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,1980,40,United-States,<=50K
+Hyacinth Yardley,9/3/1986,579-86-7046,55377,28,State-gov,175325,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Locke Goode,8/28/1987,447-96-3365,50658,51,Private,96062,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+Pren Hain,2/28/1990,220-87-9504,81640,27,Private,428030,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Haily Bridie,8/7/1993,337-97-8331,55340,28,State-gov,149624,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Ettie Camber,1/21/1975,655-50-6886,43947,27,Private,253814,HS-grad,9,Married-spouse-absent,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+Bent Topliss,12/7/1988,598-73-9198,3001,21,Private,312956,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Marline Terry,7/23/1986,184-79-0373,93083,34,Private,483777,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Elspeth Ivanin,1/27/1987,636-58-3196,44388,18,Private,183930,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+Ricki Snelman,2/16/2001,253-97-0049,28840,33,Private,37274,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,<=50K
+Hadria Greenfield,2/5/2009,651-27-0595,4164,44,Local-gov,181344,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,38,United-States,>50K
+Dyanne Irdale,9/2/1993,761-17-4502,29614,43,Private,114580,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Maurise Philipeaux,9/23/1991,138-52-5297,85656,30,Private,633742,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+Ware Edsell,2/4/2010,520-59-8640,80033,40,Private,286370,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,>50K
+Alexis Storah,5/21/1961,779-19-6930,92857,37,Federal-gov,29054,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,42,United-States,>50K
+Katleen Bashford,2/3/1973,126-93-9741,64776,34,Private,304030,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Temple Duer,9/25/1963,269-03-7206,33401,41,Self-emp-not-inc,143129,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Hector Dunbavin,9/15/1954,640-31-3904,71086,53,,135105,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Morly Kagan,12/5/1999,765-18-7549,39954,31,Private,99928,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,<=50K
+Bert Boylin,9/26/1970,749-01-5627,68001,58,State-gov,109567,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,1,United-States,>50K
+Bette-ann Redding,12/31/2010,464-58-7243,99455,38,Private,155222,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,28,United-States,<=50K
+Clemens Finlow,11/20/2004,537-30-2946,6270,24,Private,159567,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Teodor Van de Castele,9/18/1981,704-36-8048,90425,41,Local-gov,523910,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Jesus Dunniom,5/6/1997,729-09-3252,91579,47,Private,120939,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,<=50K
+Geno Durban,5/30/1957,308-48-3570,93026,41,Federal-gov,130760,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,24,United-States,<=50K
+Frazier Tourot,10/13/1970,590-82-2284,68065,23,Private,197387,5th-6th,3,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Dimitri Tortice,4/20/1967,582-96-9626,61060,36,Private,99374,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jemimah Greve,8/30/1970,125-75-2281,50189,40,Federal-gov,56795,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,55,United-States,>50K
+Rivalee Copestick,6/10/1978,707-54-3176,25325,35,Private,138992,Masters,14,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,7298,0,40,United-States,>50K
+Gabriel McCutcheon,6/5/1999,621-33-3317,82606,24,Self-emp-not-inc,32921,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Karney Fridd,4/8/1960,350-70-5241,89461,26,Private,397317,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+Tarrance Brinkman,2/14/2010,231-92-1735,72777,19,,170653,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Italy,<=50K
+Everett Vaan,12/12/2006,363-99-5201,31603,51,Private,259323,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Harlan Richten,11/4/1968,134-28-1145,31687,42,Local-gov,254817,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,1340,40,United-States,<=50K
+Armin Heineken,8/29/1956,445-87-7123,137,37,State-gov,48211,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Jesselyn Mees,3/5/1951,808-58-7951,39479,18,Private,140164,11th,7,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Roda Pervoe,3/26/2003,674-74-2099,34388,36,Private,128757,Bachelors,13,Married-civ-spouse,Other-service,Husband,Black,Male,7298,0,36,United-States,>50K
+Augustus Iglesias,9/10/1969,674-12-8193,27168,35,Private,36270,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Blanch Symons,12/9/1996,396-36-1354,56567,58,Self-emp-inc,210563,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,15024,0,35,United-States,>50K
+Neile Hodinton,4/2/2004,155-39-4874,12433,17,Private,65368,11th,7,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+Cos Ozintsev,4/18/1953,876-18-6512,14967,44,Local-gov,160943,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Nicol Yewen,7/9/1968,599-22-5789,83827,37,Private,208358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Cece Paggitt,2/4/1982,145-06-2946,49733,35,Private,153790,Some-college,10,Never-married,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Gwendolin Cheesman,12/30/1980,790-48-9569,6862,60,Private,85815,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Bryn Cator,9/8/1958,148-65-7270,62062,54,Self-emp-inc,125417,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Lovell Eburah,12/6/1979,352-43-2623,73590,37,Private,635913,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,60,United-States,>50K
+Ciel Quinlan,8/14/1984,489-46-1488,79512,50,Private,313321,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Wash Rodie,1/25/1956,546-93-4123,50988,38,Private,182609,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Poland,<=50K
+Desmond Barrow,12/26/1981,824-48-4178,3811,45,Private,109434,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+Ian Blatchford,4/18/1970,608-89-3328,92896,25,Private,255004,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kelcey Gateman,12/8/2008,866-98-1034,65576,31,Private,197860,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Travus Wissbey,3/7/1991,126-12-4803,85282,64,,187656,1st-4th,2,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Elwyn Rawlyns,8/25/1955,369-28-0751,75071,90,Private,51744,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,2206,40,United-States,<=50K
+Cassi Joderli,9/19/1964,849-40-2828,51615,54,Private,176681,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,20,United-States,<=50K
+Ricki Witt,8/16/2004,642-07-3073,45376,53,Local-gov,140359,Preschool,1,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Milty Pitney,12/6/1997,895-25-1490,35480,18,Private,243313,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Alwyn Bene,6/11/2000,310-04-3601,9191,60,,24215,10th,6,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,10,United-States,<=50K
+Mildred Enrico,12/8/1969,381-71-7409,93019,66,Self-emp-not-inc,167687,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,1409,0,50,United-States,<=50K
+Bronnie Hischke,5/26/1966,679-48-0287,96174,75,Private,314209,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,Columbia,<=50K
+Dall Langtry,3/19/1999,281-96-9164,55376,65,Private,176796,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Natasha Tyas,3/9/2000,738-16-4063,18975,35,Private,538583,11th,7,Separated,Transport-moving,Not-in-family,Black,Male,3674,0,40,United-States,<=50K
+Sal Caps,10/13/1954,488-69-2618,74235,41,Private,130408,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,38,United-States,<=50K
+Evvie Gutcher,5/24/1973,871-96-1515,86550,25,Private,159732,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Sigfrid Brick,5/22/1969,489-04-0684,49306,33,Private,110978,Some-college,10,Divorced,Craft-repair,Other-relative,Other,Female,0,0,40,United-States,<=50K
+Mirelle Lenin,9/5/1957,228-27-7877,59573,28,Private,76714,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+Lorita Gregorace,3/13/2008,605-41-2519,70649,59,State-gov,268700,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Leanna Conor,8/20/1983,798-82-1662,38496,40,State-gov,170525,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Jasmin Kitchaside,4/26/1975,836-85-7638,38655,41,Private,180138,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Iran,>50K
+Putnam Jencey,3/31/1959,394-37-1960,49491,38,Local-gov,115076,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+Irving Dobbinson,7/10/1981,805-20-0068,97710,23,Private,115458,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Byran Fosdike,12/12/1987,272-49-8030,79647,40,Private,347890,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Gustie Shepherdson,7/30/2007,260-28-0096,37423,41,Self-emp-not-inc,196001,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,<=50K
+Bartholomeus Simonyi,5/1/1955,193-73-3533,36603,24,State-gov,273905,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,<=50K
+Moll Rodda,9/11/2003,620-45-1153,95870,20,,119156,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+Vinny Oxton,9/29/1955,235-27-5171,21606,38,Private,179488,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+Raina Erswell,3/31/1969,126-25-3350,78604,56,Private,203580,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,,<=50K
+Sharlene Blanpein,5/1/1960,623-64-1456,90148,58,Private,236596,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+Jeffy Workes,9/17/1975,757-87-9383,61987,32,Private,183916,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+Maynard Ashbrook,9/20/1990,798-20-8640,40953,40,Private,207578,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,60,United-States,>50K
+Filmer Larrett,6/28/1966,327-84-2840,4110,45,Private,153141,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,<=50K
+Alaster Boler,12/16/1962,388-91-5750,93266,41,Private,112763,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Torey Leipelt,4/16/1960,289-77-9265,70899,42,Private,390781,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Sampson Deboick,7/27/1983,347-52-7988,32825,59,Local-gov,171328,10th,6,Widowed,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Marice Stewart,11/25/1980,413-55-2055,55391,19,Local-gov,27382,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Kala Asmus,10/23/1968,425-70-4779,10778,58,Private,259014,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Malissia Starford,11/22/1982,776-10-6171,2124,42,Self-emp-not-inc,303044,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+Klarika Tutchener,10/1/1954,564-67-0894,46443,20,Private,117789,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Sibyl Stanier,11/19/1950,629-59-2697,3187,32,Private,172579,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Aland McCrone,9/25/1980,357-96-2599,35416,45,Private,187666,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Megan Dallman,6/17/1961,259-61-2927,26786,50,Private,204518,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fredericka Roberts,11/22/1972,294-08-5754,98291,36,Private,150042,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Thorpe Hambling,7/5/1993,863-05-5621,41474,45,Private,98092,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Beryle Dradey,11/20/1975,328-53-6675,67332,17,Private,245918,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+Vinny Harvatt,12/7/2005,705-61-4821,676,59,Private,146013,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+Roosevelt Keling,12/4/1993,677-02-1614,92475,26,Private,378322,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Kerwin O'Keefe,9/11/1983,453-01-6150,69315,37,Self-emp-inc,257295,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,75,Thailand,>50K
+Anna-diane Morrel,3/2/1972,309-18-3679,84146,19,,218956,Some-college,10,Never-married,,Own-child,White,Male,0,0,24,Canada,<=50K
+Percival Wadeson,11/2/1979,707-34-7812,49923,64,Private,21174,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Wade Trumpeter,5/29/1954,713-40-7156,14411,33,Private,185480,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Anneliese Frany,4/15/1988,463-01-3069,65984,33,Private,222205,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,>50K
+Cristal Mennear,4/5/2005,452-95-7856,82963,61,Private,69867,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Daryn Crompton,7/18/1991,800-80-1147,5677,17,Private,191260,9th,5,Never-married,Other-service,Own-child,White,Male,1055,0,24,United-States,<=50K
+Adamo Pinar,9/11/1986,405-20-6824,41074,50,Self-emp-not-inc,30653,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,2407,0,98,United-States,<=50K
+Stephen Kilford,3/22/1986,637-15-4232,41363,27,Local-gov,209109,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+Barbey Elford,7/24/2008,800-93-3351,12541,30,Private,70377,HS-grad,9,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Harmonie Tisun,9/22/1964,412-28-6624,94728,43,Private,477983,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Marena Habron,12/14/1996,302-38-7817,82669,44,Private,170924,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Doug Kearle,5/31/1999,454-17-9603,17810,35,Private,190174,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lorita Measom,1/11/1994,645-69-5492,3105,25,Private,193787,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Irita Firks,5/8/1979,662-10-9634,90042,24,Private,279472,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,7298,0,48,United-States,>50K
+Melessa Franceschelli,3/13/1983,886-19-8474,70124,22,Private,34918,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,15,Germany,<=50K
+Scottie Walcher,5/9/1953,577-06-3200,63325,42,Local-gov,97688,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,United-States,>50K
+Gisele Herche,2/6/1978,324-54-6398,4228,34,Private,175413,Assoc-acdm,12,Divorced,Sales,Unmarried,Black,Female,0,0,45,United-States,<=50K
+Juliana Ritter,8/1/2009,620-38-0312,12501,60,Private,173960,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,42,United-States,<=50K
+Borden Cluer,7/12/2008,581-74-1785,87654,21,Private,205759,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Lari Jeffries,1/1/1970,524-93-5313,65432,57,Federal-gov,425161,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+Alvira Haxby,8/28/1984,274-63-7476,67648,41,Private,220531,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Myrta Helsdon,2/10/1956,781-71-6151,9341,50,Private,176609,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Dylan Treadwell,4/9/1974,681-24-8848,95701,25,Private,371987,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Fayre Marns,2/17/1981,701-53-2003,88500,50,Private,193884,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Ecuador,<=50K
+Forrest Maunsell,6/8/1997,136-95-5715,96639,36,Private,200352,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Christiano Rosson,12/15/1981,672-54-0351,26434,31,Private,127595,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Justin Sissot,7/8/2007,130-09-2273,93084,29,Local-gov,220419,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Bendicty Bennit,3/7/1979,172-01-4098,39943,21,Private,231931,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+Orran Coult,5/7/2009,249-59-8940,50122,27,Private,248402,Bachelors,13,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Lorianne Stillwell,7/9/1990,844-75-2938,70448,65,Private,111095,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,United-States,<=50K
+Dur Latore,7/25/1995,618-81-4333,90226,37,Self-emp-inc,57424,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Danny Somerville,2/4/1967,801-18-0169,40552,39,,157443,Masters,14,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,3464,0,40,,<=50K
+Aundrea Treadgear,10/23/1996,553-80-7796,93153,24,Private,278130,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Hephzibah Pamphilon,3/30/1951,504-03-1724,68496,38,Private,169469,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Randolph Renihan,10/13/1983,497-37-9432,22079,48,Private,146268,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+Clary Horlock,3/31/1991,565-45-2662,61343,21,Private,153718,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,25,United-States,<=50K
+Walther Hatt,11/18/1985,737-79-6658,26452,31,Private,217460,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+Darb Mathet,10/9/1997,621-43-1154,96479,55,Private,238638,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4386,0,40,United-States,>50K
+Farica Emberton,4/27/1973,617-47-3669,86857,24,Private,303296,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,Laos,<=50K
+Sinclair Ritter,11/9/1957,191-36-1573,31369,43,Private,173321,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tobe Priestner,6/1/1952,313-97-4625,10867,26,Private,193945,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Jojo Gaunson,2/4/2010,683-46-7581,15163,46,Private,83082,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,33,United-States,<=50K
+Egan Praundl,12/13/1989,416-15-5464,85655,35,Private,193815,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Xenos Milland,1/13/1965,224-30-2180,30139,41,Self-emp-inc,34987,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,United-States,>50K
+Mead Lewis,10/12/2000,560-72-2039,66977,26,Private,59306,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Andrew Menendes,12/17/2007,102-15-2508,26497,34,Private,142897,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,7298,0,35,Taiwan,>50K
+Charlton Bridle,6/21/1953,634-88-7274,1261,19,,860348,Some-college,10,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+Rriocard Dadge,2/5/1978,848-60-7677,11084,36,Self-emp-not-inc,205607,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,>50K
+Lara Winborn,3/19/2003,136-15-6575,79702,22,Private,199698,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+Jacquelin Burgise,1/30/2003,476-48-1974,70742,24,Private,191954,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jessa Blackwood,10/15/2006,581-37-3282,68574,77,Self-emp-not-inc,138714,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Robbyn Fewings,8/5/1989,707-34-2155,78358,22,Private,399087,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Female,0,0,40,Mexico,<=50K
+Carine Tuffey,5/25/1989,486-52-3272,91429,29,Private,423158,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ashlie Dabes,3/2/1981,867-55-6326,41946,62,Private,159841,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Hunt Grisdale,6/18/1965,439-57-7451,11146,39,Self-emp-not-inc,174308,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Abagail Windmill,2/9/1981,591-83-7503,62771,43,Private,50356,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,50,United-States,<=50K
+Gregoor Yegorkin,7/6/1957,447-60-0019,81728,35,Private,186110,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Camile Hounsom,10/18/1982,543-95-0250,94948,29,Private,200381,11th,7,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Fayina Lewsie,5/2/2011,345-68-9628,85165,76,Self-emp-not-inc,174309,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+Felice Mattea,9/10/2002,337-74-0215,61921,63,Self-emp-not-inc,78383,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Rourke Boodle,5/7/1987,218-42-2650,34506,23,,211601,Assoc-voc,11,Never-married,,Own-child,Black,Female,0,0,15,United-States,<=50K
+Dru Ghiriardelli,2/6/2006,287-50-3697,78725,43,Private,187728,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,50,United-States,>50K
+Tonia Flexman,5/4/1964,668-93-3466,4129,58,Self-emp-not-inc,321171,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Sayre Alldred,1/4/2009,773-34-4881,20533,66,Private,127921,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,2050,0,55,United-States,<=50K
+Maurice Josskovitz,10/18/2010,513-22-2202,58975,41,Private,206565,Some-college,10,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+Artemus Dumberrill,12/12/1968,226-12-0939,25991,26,Private,224563,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kyle Goldhawk,4/21/1993,497-36-9750,88343,47,Private,178686,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Reinald Charnick,4/30/2012,144-61-4499,97583,55,Local-gov,98545,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Colby Lartice,7/10/1980,301-25-2517,83443,53,Private,242606,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Sarita Caghan,1/19/1958,173-07-3604,80350,17,Private,270942,5th-6th,3,Never-married,Other-service,Other-relative,White,Male,0,0,48,Mexico,<=50K
+Tabby Gillease,5/18/1996,691-55-0743,72274,30,Private,94235,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Wren Plackstone,9/4/1983,763-18-3044,59638,49,Private,71195,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Marylin Moreton,7/27/2000,357-76-5912,33512,19,Private,104112,HS-grad,9,Never-married,Sales,Unmarried,Black,Male,0,0,30,Haiti,<=50K
+Gabbey Haygreen,12/21/1989,492-42-2075,67064,45,Private,261192,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Avrom Danford,4/19/2004,844-48-6933,43185,26,Private,94936,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Franky Fenkel,12/8/1955,121-09-9796,94982,38,Private,296478,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Michele Pollen,6/7/1968,873-35-7379,86739,36,State-gov,119272,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7298,0,40,United-States,>50K
+Torr Trewett,8/20/1987,195-74-7149,80207,33,Private,85043,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Vinita Borghese,4/18/2007,652-22-5582,51630,22,State-gov,293364,Some-college,10,Never-married,Protective-serv,Own-child,Black,Female,0,0,40,United-States,<=50K
+Melli Bassill,5/19/1974,193-59-0256,62069,43,Self-emp-not-inc,241895,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Averil Smithers,1/31/1965,175-90-0685,28361,67,,36135,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Hillary Millberg,4/15/1959,362-83-4864,81564,30,,151989,Assoc-voc,11,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Teresa MacKaig,11/15/1991,607-25-2082,83640,56,Private,101128,Assoc-acdm,12,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,25,Iran,<=50K
+Keane Keene,10/9/2005,897-73-4517,66526,31,Private,156464,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+Bran Edison,10/27/1964,234-33-3582,62873,33,Private,117963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Sheppard Frangleton,2/7/1994,328-46-5434,43014,26,Private,192262,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Allx Whitehouse,6/14/1983,407-32-5005,29227,33,Private,111363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Laurie Szymanek,10/10/1997,274-23-1582,59234,46,Local-gov,329752,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+Laverne Haste,4/14/1998,725-77-0435,27132,59,,372020,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Constancia Torrejon,2/11/1981,748-68-0731,25816,38,Federal-gov,95432,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Edeline Waller,8/14/1990,182-34-7235,57712,65,Private,161400,11th,7,Widowed,Other-service,Unmarried,Other,Male,0,0,40,United-States,<=50K
+Jean Mordin,6/3/1996,206-35-4906,79680,40,Private,96129,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Wald McKelloch,1/21/2001,186-68-1211,58185,42,Private,111949,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+Genovera Pettersen,2/13/2012,675-82-3978,41110,26,Self-emp-not-inc,117125,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+Patrick Calan,1/27/1956,552-80-8238,64368,36,Private,348022,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,United-States,<=50K
+Yule Summerrell,4/13/2004,778-69-5491,97683,62,Private,270092,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Emilio Stannering,6/23/1966,404-88-3854,3917,43,Private,180609,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Blakelee MacAleese,8/28/1976,764-42-0346,5507,43,Private,174575,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,1564,45,United-States,>50K
+Emlen Whitten,4/27/1981,287-49-0539,84020,22,Private,410439,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Kirsti Coupar,10/21/1953,688-74-1182,91834,28,Private,92262,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Robbie Trevers,2/4/2004,843-07-9504,4498,56,Self-emp-not-inc,183081,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Kristos Glackin,6/7/1998,100-30-2779,86351,22,Private,362589,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Agatha Dillet,11/26/1986,541-58-8311,73336,57,Private,212448,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+Jo Luppitt,5/15/1960,870-10-6277,26021,39,Private,481060,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Free Gantlett,8/15/2000,120-47-0971,63523,26,Federal-gov,185885,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,15,United-States,<=50K
+Valentia Matyatin,2/7/1962,885-47-9605,13627,17,Private,89821,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Octavia Budd,1/2/2008,804-99-3057,61313,40,State-gov,184018,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,>50K
+Astrix Yakubowicz,6/8/1959,752-27-0675,82849,45,Private,256649,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Darrel Blyden,3/25/1988,456-52-0101,4992,44,Private,160323,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Nanni Colwell,2/20/1977,396-28-0788,79800,20,Local-gov,350845,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Melisandra Syne,8/30/1978,133-97-2887,55140,33,Private,267404,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+Millicent Bubeer,3/10/1968,459-22-7052,89386,23,Private,35633,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gordon Hollingsbee,1/23/2008,368-70-2979,82512,46,Self-emp-not-inc,80914,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Mack Halgarth,12/26/1999,546-26-2202,94194,38,Private,172927,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Jacqueline Shrigley,5/13/1969,466-80-4363,7848,54,Private,174319,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dorotea Bugdell,4/30/1999,493-24-1958,77546,46,Private,214955,5th-6th,3,Divorced,Craft-repair,Not-in-family,White,Female,0,2339,45,United-States,<=50K
+Brendan Mabbett,10/15/1988,517-33-9650,17269,25,Private,344991,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Noell Purvey,8/12/1975,150-17-1726,31734,46,Private,108699,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Roy Elcott,10/12/1982,405-04-4648,1202,36,Local-gov,117312,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+Starla Camel,7/1/1992,891-99-4479,96425,23,Private,396099,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Livvie Lempel,12/18/2003,166-86-3570,37102,29,Private,134152,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Myrvyn Bedow,2/10/2011,815-49-5500,72664,44,Private,162028,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2415,6,United-States,>50K
+Sibley Seabert,2/2/1969,568-10-0162,94741,19,Private,25429,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,United-States,<=50K
+Vachel Whorlton,11/1/1991,180-39-0987,28528,19,Private,232392,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+Luca Wewell,3/6/1975,745-50-6914,54182,35,Private,220098,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+Jacquie Hyatt,6/1/1978,620-27-9566,37027,27,Private,301302,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Roslyn Samper,4/30/1954,252-62-6878,18574,46,Self-emp-not-inc,277946,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bernelle Ould,11/17/1965,236-37-8057,56235,34,State-gov,98101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,,>50K
+Mavra Sturley,9/13/1961,756-64-4566,42425,34,Private,196164,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Caspar Dufore,6/25/2005,302-64-6564,16369,44,Private,115562,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Donall Dinjes,5/17/1964,461-09-8068,14823,45,Private,96975,Some-college,10,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+Selene Langfitt,3/21/1995,581-21-2037,36727,20,,137300,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,35,United-States,<=50K
+Harry Ales,6/10/2001,531-15-3303,42960,25,Private,86872,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Marga Mathelin,12/10/2011,486-35-6895,14683,52,Self-emp-inc,132178,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Hamnet Lexa,6/8/1954,482-20-2625,79031,20,Private,416103,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Gay Inge,4/20/1958,218-44-9220,160,28,Private,108574,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Peterus Ambrosi,12/14/1998,434-40-4735,10856,50,State-gov,288353,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Kelley Jacop,10/18/1956,453-29-4456,3306,34,Private,227689,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,0,0,64,United-States,<=50K
+Baird Cutchie,10/10/2001,272-58-0289,45922,28,Private,166481,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,0,2179,40,Puerto-Rico,<=50K
+Leodora Trevain,4/13/1997,299-32-4630,94604,41,Private,445382,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,65,United-States,>50K
+Vite Bowland,9/1/1956,500-30-5034,22553,28,Private,110145,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Milka Lynskey,7/30/2008,314-08-7490,44521,46,Self-emp-not-inc,317253,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+Lishe Scuffham,3/8/2012,802-97-1140,24520,28,,123147,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,1887,40,United-States,>50K
+Kally Bamlet,11/9/2000,367-30-3583,62668,32,Private,364657,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Candra Ringsell,8/24/2000,523-71-1505,59722,41,Local-gov,42346,Some-college,10,Divorced,Other-service,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+Courtney Jindracek,8/1/1994,876-42-2890,89577,24,Private,241951,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Moreen Snap,2/10/2002,518-67-8361,95225,33,Private,118500,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Renee Caldicott,3/9/1990,138-80-8549,86002,46,Private,188386,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Suzanne Dannell,6/5/1961,103-79-8992,65787,31,State-gov,1033222,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Sebastian Craigmile,8/30/1958,257-49-3344,85303,35,Private,92440,12th,8,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+Zeb Snasdell,1/23/2004,798-05-0857,2496,52,Private,190762,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Bart Ethersey,11/1/1961,292-97-9445,8146,30,Private,426017,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+Rufe MacGhee,4/19/1991,600-43-9739,67116,34,Local-gov,243867,11th,7,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Rutledge Nussen,7/9/2011,704-91-9306,1396,34,State-gov,240283,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+Magdalena Coughan,4/5/2000,173-25-4355,45942,20,Private,61777,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Charmain Scarse,9/29/2002,287-46-1645,15213,17,Private,175024,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,2176,0,18,United-States,<=50K
+Padraic Flatt,10/2/1992,716-70-8839,96290,32,State-gov,92003,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Ninnetta Selburn,5/18/1973,508-17-5856,16455,29,Private,188401,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Geno Gelling,10/28/1950,443-08-0027,3209,33,Private,228528,10th,6,Never-married,Craft-repair,Unmarried,White,Female,0,0,35,United-States,<=50K
+Raquela Hanley,6/5/1984,752-92-3158,71923,25,Private,133373,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Sheena Youde,3/22/2010,210-76-7970,31790,36,Federal-gov,255191,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+Johna Barends,4/5/1954,772-80-5726,2737,23,Private,204653,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,72,Dominican-Republic,<=50K
+Dickie Ley,11/8/2003,391-31-1410,3555,63,Self-emp-inc,222289,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Crista Goodbur,11/19/1987,639-14-2218,59797,47,Local-gov,287480,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Nannette Matteoli,10/28/1970,670-75-2081,14114,80,,107762,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,24,United-States,<=50K
+Tandi Trundell,7/10/1979,242-98-2027,91343,17,,202521,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Cristina Warby,4/3/1982,302-65-4175,49764,40,Self-emp-not-inc,204116,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+Cad Heustace,12/16/2011,539-65-6514,23592,30,Private,29662,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,>50K
+Redd Stanier,5/21/1986,440-92-6275,16459,27,Private,116358,Some-college,10,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,1980,40,Philippines,<=50K
+Alina Cornuau,3/28/1962,355-03-2667,92851,33,Private,208405,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Freda Yurtsev,1/30/1962,228-72-3218,15347,34,Local-gov,284843,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Black,Male,594,0,60,United-States,<=50K
+Liam Simonini,7/13/1964,627-70-2232,60743,34,Local-gov,117018,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Fifine Dran,9/16/1957,396-94-0223,71814,23,Private,81281,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Ricky Case,7/16/1961,163-08-1856,85487,42,Local-gov,340148,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Meier Yesinin,9/21/1990,755-23-9674,82785,29,Private,363425,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Amery Knight,3/12/2006,752-65-8069,12987,45,Private,45857,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Mitzi Feldbaum,3/27/1969,713-57-4710,53590,24,Federal-gov,191073,HS-grad,9,Never-married,Armed-Forces,Own-child,White,Male,0,0,40,United-States,<=50K
+Erek Sugar,1/12/1990,261-44-2586,72864,44,Private,116632,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Maryann Seivertsen,4/2/1990,701-09-3499,71748,27,Private,405855,9th,5,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Wolfgang Beaudry,4/17/1968,247-53-3546,65673,20,Private,298227,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Rosalinde Goldspink,6/4/1969,557-46-9391,99220,44,Private,290521,HS-grad,9,Widowed,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Elbertina Cuming,3/30/1959,222-12-3562,70934,51,Private,56915,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Catriona Hundell,7/19/1976,754-47-5467,80539,20,Private,146538,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Sande Buckland,5/23/2001,492-47-3666,96285,17,,258872,11th,7,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+Theresita McGrae,11/27/1954,617-83-7667,44779,19,Private,206399,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Danice Cowling,11/23/1972,512-37-5582,8663,45,Self-emp-inc,197332,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Biddie Brickett,6/25/1999,405-53-6867,70414,60,Private,245062,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Cherish Mateus,11/19/1993,328-29-5885,7779,42,Private,197583,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,,>50K
+Beauregard James,2/17/1968,118-96-7814,44142,44,Self-emp-not-inc,234885,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Shaylah Lanktree,6/11/2011,792-85-1040,79864,40,Private,72887,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Oliver Healy,1/11/1983,597-32-8467,41093,30,Private,180374,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Ahmad Barstowk,1/24/2009,436-58-0712,75649,38,Private,351299,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,<=50K
+Rita MacMeeking,6/28/1991,511-18-2622,15548,23,Private,54012,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Ransom De Micoli,3/15/1980,606-59-5344,33812,32,,115745,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Law MacNally,10/26/2010,556-08-6099,39974,44,Private,116632,Assoc-acdm,12,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Anatole Postgate,12/27/1976,418-64-7823,55766,54,Local-gov,288825,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Miof mela Bootherstone,8/20/1971,840-10-7531,53932,32,Private,132601,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Euphemia Howlin,6/24/2008,684-91-8127,26313,50,Private,193374,1st-4th,2,Married-spouse-absent,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Bernetta Berge,2/17/2012,454-36-2685,37222,24,Private,170070,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Ahmad Cosford,12/23/2010,292-69-2997,48455,37,Private,126708,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+Sonnnie Schutte,6/3/1957,248-04-1016,88961,52,Private,35598,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Willi Ivanyukov,8/30/1981,833-33-9124,42798,38,Private,33983,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Cobbie Prestwich,10/6/1979,687-08-5826,50735,49,Private,192776,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+Sergeant Ruslen,3/26/1971,583-31-2928,6284,30,Private,118551,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,16,United-States,>50K
+Bail Iddins,1/20/1977,878-33-9227,59613,60,Private,201965,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,>50K
+Emmanuel Labbati,8/12/1955,860-12-7108,8574,22,,139883,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Joell Beldon,4/23/2007,634-50-2960,6638,35,Private,285020,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vince Mordey,3/12/1984,501-93-1516,85290,30,Private,303990,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Reid Maplesden,8/23/1991,117-68-1833,96848,67,Private,49401,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Devina Dean,7/15/1962,870-17-0171,73340,46,Private,279196,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vivien Beeston,7/2/2002,267-58-3814,34953,17,Private,211870,9th,5,Never-married,Other-service,Not-in-family,White,Male,0,0,6,United-States,<=50K
+Walden Nuzzti,4/28/2006,596-63-1239,61281,22,Private,281432,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Rodrick Dabner,6/11/1973,374-12-6277,73326,27,Private,161155,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Codie Heinschke,3/18/1997,175-05-5593,28903,23,Private,197904,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Lucita Kobera,3/5/2001,174-43-2691,29911,33,Private,111746,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Portugal,<=50K
+Jaquenetta Houldcroft,4/28/1968,320-29-4985,21569,43,Self-emp-not-inc,170721,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Steffen Kleanthous,4/17/2011,155-82-6948,77087,28,State-gov,70100,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Cornelia Hakes,4/13/1961,287-05-2655,93405,41,Private,193626,HS-grad,9,Married-spouse-absent,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ortensia Cantu,8/25/2003,135-57-9775,40943,52,,271749,12th,8,Never-married,,Other-relative,Black,Male,594,0,40,United-States,<=50K
+Ann-marie Sharpin,12/20/1962,752-68-7331,76032,25,Private,189775,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+Ulrica Petersen,10/28/1955,219-56-4899,8169,63,,401531,1st-4th,2,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+Ash Teresia,6/18/1990,397-60-0806,6775,59,Local-gov,286967,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Harmonie Pele,2/8/1968,788-49-6548,73717,45,Local-gov,164427,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Bev Wetheril,9/18/1989,497-76-0999,85612,38,Private,91039,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+Remus Giabuzzi,11/27/1977,389-15-2080,9275,40,Private,347934,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Claudetta Hinchcliffe,2/21/1953,859-14-4973,29772,46,Federal-gov,371373,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Maynord Teale,3/5/1976,623-95-6083,25001,35,Private,32220,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Kaine Giannassi,9/2/1978,877-98-7204,60272,34,Private,187251,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+Lura Swapp,9/22/2000,476-25-7709,45915,33,Private,178107,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Brandice Stainsby,3/20/2000,312-46-8773,6734,41,Private,343121,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,36,United-States,<=50K
+Luis Batterton,1/5/1970,812-81-0239,2962,20,Private,262749,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Matthias Fayers,10/31/2003,857-90-0092,43595,23,Private,403107,5th-6th,3,Never-married,Other-service,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+Lita Marsay,3/21/1981,473-42-8604,84645,26,Private,64293,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Lorianna Lamble,8/30/1994,478-48-3805,17357,72,,303588,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Dolley Biggins,1/21/1972,824-75-4370,29366,23,Local-gov,324960,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Poland,<=50K
+Orelie Klaaasen,8/16/1991,863-57-3364,51304,62,Local-gov,114060,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Terrence Mourton,11/28/1952,653-59-6984,3239,52,Private,48925,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Galvan Clarricoates,2/21/1958,130-14-7891,82210,58,Private,180980,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,42,France,<=50K
+Mureil Guidi,1/7/2011,285-85-9733,53269,25,Private,181054,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Svend Wais,8/28/2004,589-06-9342,58893,24,Private,388093,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Cordie Clubley,6/25/1973,772-18-3785,40244,19,Private,249609,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,8,United-States,<=50K
+Ailina Tootal,5/4/2009,509-12-2365,83800,43,Private,112131,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Fern Brunotti,6/2/1952,559-41-3912,85279,47,Local-gov,543162,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Farr Keaveny,1/11/1965,396-96-5670,29113,39,Private,91996,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ritchie Castelain,4/28/1986,795-95-3599,73859,49,Private,141944,Assoc-voc,11,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,1380,42,United-States,<=50K
+Christopher Vina,11/25/1993,309-12-3551,30154,53,,251804,5th-6th,3,Widowed,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Alie Trumble,7/9/1973,871-32-4265,96698,32,Private,37070,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Shawn Kupisz,2/13/1995,101-79-8389,69811,34,Private,337587,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Adara Lyddiard,7/7/2001,693-20-3540,8341,28,Private,189346,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Valaria Proschke,8/17/1999,356-15-0839,26588,57,,222216,Assoc-voc,11,Widowed,,Unmarried,White,Female,0,0,38,United-States,<=50K
+Cyndy Cuffin,5/1/2003,812-44-7910,66437,25,Private,267044,Some-college,10,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+Filberte Ablewhite,5/27/2006,223-45-2811,76811,20,,214635,Some-college,10,Never-married,,Own-child,White,Male,0,0,24,United-States,<=50K
+Shell Coughan,8/16/2002,245-69-8899,82295,21,,204226,Some-college,10,Never-married,,Unmarried,White,Female,0,0,35,United-States,<=50K
+Jacky Treace,6/3/1951,110-61-4581,73332,34,Private,108116,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Tessa Margarson,10/18/1951,331-67-4905,99494,38,Self-emp-inc,99146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,80,United-States,>50K
+Luce Wetherhead,7/10/1968,685-88-4420,34916,50,Private,196232,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+Catherin Rousell,8/20/2004,230-71-6386,2313,24,Local-gov,248344,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+Yorke Kearey,2/10/1969,878-95-8672,37804,37,Local-gov,186035,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Brynn Haycock,7/22/1999,447-95-0525,46877,44,Private,177905,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,58,United-States,>50K
+See McPhail,7/10/1951,398-03-4419,8240,28,Private,85812,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Fulvia Sparrowe,3/15/1990,401-60-4740,28224,42,Private,221172,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Alic Week,12/15/1991,670-65-8592,85944,74,Private,99183,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,9,United-States,<=50K
+Lamar Tavener,12/7/1983,449-22-4001,3908,38,Self-emp-not-inc,190387,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Perice Stuther,10/19/1987,386-54-5659,1339,44,Self-emp-not-inc,202692,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Martie Dolohunty,7/10/1996,785-79-4341,28961,44,Private,109339,11th,7,Divorced,Machine-op-inspct,Unmarried,Other,Female,0,0,46,Puerto-Rico,<=50K
+Brenden Cheng,3/22/1962,652-32-7977,50744,26,Private,108658,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Holt Alban,9/23/1975,691-46-6500,81417,36,Private,197202,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Caryn Blowes,12/5/2008,489-50-7803,94395,41,Private,101739,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+Xenos Pettman,3/31/1975,221-38-9650,73096,67,Private,231559,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,48,United-States,>50K
+Dorris Rosborough,12/23/1995,874-44-6987,52146,39,Local-gov,207853,12th,8,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,<=50K
+Stace Stollsteimer,6/12/1976,559-25-5332,38021,57,Private,190942,1st-4th,2,Widowed,Priv-house-serv,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Joseph Peggram,9/20/1976,620-39-8065,68604,29,Private,102345,Assoc-voc,11,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rockwell Tolhurst,8/18/1960,446-06-1195,47649,31,Self-emp-inc,41493,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Row Screase,4/16/1995,883-54-1514,82817,34,,190027,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Kaila Kynge,7/11/1977,658-24-2750,35397,44,Private,210525,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Wally Cuppitt,6/16/1963,518-44-8073,75671,29,Private,133937,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Lucky Le Sarr,10/25/1971,126-42-6446,67633,30,Private,237903,Some-college,10,Never-married,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sadie Ubsdell,4/22/1960,447-16-0769,5437,27,Private,163862,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Paxon Bownd,5/2/1996,172-85-6667,6842,27,Private,201872,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Danice Trimbey,11/22/2011,119-38-0938,19552,32,Private,84179,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Silvia Croley,9/12/1958,448-05-0252,99555,58,Private,51662,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,8,United-States,<=50K
+Mirna Urlin,10/3/1964,311-34-8235,78657,35,Local-gov,233327,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Helyn Eddington,6/27/1985,350-51-6655,49651,21,Private,259510,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,36,United-States,<=50K
+Adorne Paddie,10/6/1960,335-66-6506,2457,28,Private,184831,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Sukey Dennehy,2/2/1967,722-68-1636,98911,46,Self-emp-not-inc,245724,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Mathew Beahan,12/27/1998,877-34-8678,58625,36,Self-emp-not-inc,27053,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kizzie Hurtic,1/11/1986,647-05-6027,33305,72,Private,205343,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Zelig Stace,5/8/1971,853-36-2755,8899,35,Private,229328,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+Gus Dochon,4/6/2002,184-86-5537,61641,33,Federal-gov,319560,Assoc-voc,11,Divorced,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,>50K
+Kakalina Casiero,10/4/1991,585-73-3177,64761,69,Private,136218,11th,7,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lil Rodda,7/3/1996,876-82-2089,34703,35,Private,54576,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Howard Titchen,11/6/1957,395-05-0137,47126,31,Private,323069,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,20,,<=50K
+Denver Krzysztofiak,6/25/1983,177-08-5558,38174,34,Private,148291,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,32,United-States,<=50K
+Celestyn Toy,2/14/1981,722-79-4913,5081,30,Private,152453,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Dela Tie,5/18/1973,377-71-6555,9410,28,Private,114053,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Dmitri Batisse,5/26/2005,198-07-2557,23646,54,Private,212960,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+Michel Kinkead,12/18/1957,286-59-0737,75722,47,Private,264052,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Rab Ebbrell,8/28/1955,594-15-1215,49523,24,Private,82804,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Chloette Aleksandrev,2/21/1968,134-27-8593,72670,52,Self-emp-not-inc,334273,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Grace Rubenczyk,6/11/1951,199-63-9537,57011,20,Private,27337,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+Francisca Tippings,10/5/1988,678-45-2988,93760,43,Self-emp-inc,188436,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,45,United-States,<=50K
+Doris Coles,4/19/1973,783-80-5229,26858,45,Private,433665,7th-8th,4,Separated,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Kelcey Bunkle,10/9/1964,561-40-9226,32375,29,Self-emp-not-inc,110663,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Silvio Vicent,8/1/1951,569-75-5442,78568,47,Private,87490,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,42,United-States,<=50K
+Brandon Bretherick,6/7/1993,769-90-1816,96620,24,Private,354351,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Cosetta Sheirlaw,11/26/1974,266-91-8739,24298,51,Private,95469,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Carmelina Godar,1/29/1996,390-88-7027,1851,17,Private,242718,11th,7,Never-married,Sales,Own-child,White,Male,0,0,12,United-States,<=50K
+Clarence Bansal,11/14/1952,477-83-0522,17070,37,Private,22463,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,40,United-States,>50K
+Marylynne Clara,7/28/1953,624-99-1773,44772,27,Private,158156,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+Vernice Marney,3/6/1952,291-49-6527,23819,29,Private,350162,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Male,0,0,40,United-States,>50K
+Myra Aspell,11/22/1997,626-51-6715,94222,18,,165532,12th,8,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+Leighton Djorevic,12/17/1957,277-25-7909,23913,36,Self-emp-not-inc,28738,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+Wallis Rantoul,5/20/1971,889-19-8268,98112,58,Local-gov,283635,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Concettina Esslement,3/24/2001,191-53-1413,36376,26,Self-emp-not-inc,86646,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Osborne Brotherton,2/21/1983,510-27-4327,80930,65,,195733,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+Ula Andrey,5/30/2000,342-47-2083,55340,57,Private,69884,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Betti Adamthwaite,10/3/1966,884-53-1807,14349,59,Private,199713,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Donnell Yakushkev,2/6/1968,809-38-5397,58360,27,Private,181659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Ruperto Amerighi,1/21/1997,679-05-5389,94492,31,Self-emp-not-inc,340939,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Aristotle Gridley,2/7/2011,176-76-0710,40171,21,Private,197747,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+Judon Ingrem,2/1/1997,468-31-1341,69140,29,Private,34292,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Anallise Barrat,11/4/1993,686-87-3061,95764,18,Private,156764,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Byrann Parlot,1/24/1996,254-62-7519,4447,52,Private,25826,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,47,United-States,>50K
+Lesly Shepheard,12/11/2011,650-51-7763,44425,57,Self-emp-inc,103948,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Glendon Bangiard,3/19/1990,207-39-2145,7888,42,,137390,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Barde Swapp,1/23/2005,562-81-6768,70147,55,,105138,HS-grad,9,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Pamella Saye,8/17/2010,118-85-9946,18661,60,Private,39352,7th-8th,4,Never-married,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,>50K
+Eugenie Valero,12/14/1976,608-51-1106,34465,31,Private,168387,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,Canada,>50K
+Irvine Musso,8/29/2009,395-91-3198,43667,23,Private,117789,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Stephanie Theaker,3/29/1978,360-37-3075,50889,27,Private,267147,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Corrie Linford,12/31/1987,234-40-4105,51128,23,,99399,Some-college,10,Never-married,,Unmarried,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+Baron St. Paul,2/9/1964,265-52-0236,83820,42,Self-emp-not-inc,214242,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+Bradan Sloan,6/19/1989,852-64-3879,87416,25,Private,200408,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+Warde Andriuzzi,9/28/1999,431-67-4326,96092,49,Private,136455,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Levon Tomkin,8/29/1968,683-10-7720,21396,32,Private,239824,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Enrico Scallon,10/9/1962,174-27-8141,31975,19,Private,217039,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,28,United-States,<=50K
+Dewain Bayne,9/27/1984,584-77-7509,92107,60,Private,51290,7th-8th,4,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Felita Seyffert,6/6/1990,353-10-5970,3880,42,Local-gov,175674,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Almeria Kennagh,10/21/2009,845-55-0347,79556,35,Self-emp-not-inc,194404,Assoc-acdm,12,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vinny Francescoccio,10/13/1975,125-99-4365,89650,48,Private,45612,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,37,United-States,<=50K
+Robert Golbourn,8/17/2009,455-86-2267,76174,51,Private,410114,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Dredi Hearnes,3/9/1993,575-90-0254,51545,29,Private,182521,HS-grad,9,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Venus Garrett,1/11/1997,842-42-0658,74107,36,Local-gov,339772,HS-grad,9,Separated,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Gilbertina Avesque,3/16/1964,776-52-8705,84482,17,Private,169658,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,21,United-States,<=50K
+Marcellina Cockrill,12/23/1960,851-28-8281,65654,52,Private,200853,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,6849,0,60,United-States,<=50K
+Jamil Sarsons,10/12/1956,431-57-1022,69142,24,Private,247564,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sonnie Hazael,9/3/1976,445-13-2486,66772,24,Private,249909,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+Elsa Woloschinski,10/23/1975,619-09-8763,39174,26,Local-gov,208122,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,1055,0,40,United-States,<=50K
+Miof mela Varty,4/29/2006,697-31-8093,93358,27,Private,109881,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Nickie de la Valette Parisot,6/21/1992,486-09-4567,28774,39,Private,207824,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,60,United-States,<=50K
+Ashely Smeath,4/17/1960,725-46-0703,66698,30,Private,369027,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,45,United-States,<=50K
+Kitty Calcut,5/18/1985,405-77-1417,45172,50,Self-emp-not-inc,114117,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,32,United-States,<=50K
+Sosanna Vamplew,1/17/1990,314-10-5496,91275,52,Self-emp-inc,51048,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Storm Wombwell,11/15/2003,379-07-8383,9979,46,Private,102388,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+Caryn Hirtzmann,2/9/1986,842-77-5562,81721,23,Private,190483,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Candace Pledge,8/15/1979,696-97-8282,86952,45,Private,462440,11th,7,Widowed,Other-service,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+Rees Faulks,10/19/1982,123-15-3690,71044,65,Private,109351,9th,5,Widowed,Priv-house-serv,Unmarried,Black,Female,0,0,24,United-States,<=50K
+Philly Menlow,11/30/1980,837-08-6929,76466,29,Private,34383,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Shena Goggen,10/29/1972,381-99-3512,78685,47,Private,241832,9th,5,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+Yolane Dach,10/2/2011,440-07-8160,44178,30,Private,124187,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,60,United-States,<=50K
+Juieta Jennaroy,9/26/1973,317-06-5061,32315,34,Private,153614,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Catlaina Dooney,6/7/1955,754-74-1495,98573,38,Self-emp-not-inc,267556,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,64,United-States,<=50K
+Karleen Crilly,11/8/1951,862-75-3964,77487,33,Private,205469,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Stillmann Locke,9/28/1986,600-84-2962,32859,49,Private,268090,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,26,United-States,>50K
+Grethel Lehrian,12/4/1996,597-80-6864,72773,47,Self-emp-not-inc,165039,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Berte Yakushkev,12/28/1952,346-77-8115,81716,49,Local-gov,120451,10th,6,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Clair Itzcovichch,6/29/1980,491-24-6676,2604,43,Private,154374,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,60,United-States,>50K
+Deedee Eskell,10/7/1978,406-15-2436,42010,30,Private,103649,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,>50K
+Rowney Sneath,12/2/1987,458-40-0907,26892,58,Self-emp-not-inc,35723,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Melli Wilflinger,2/11/1992,598-82-4142,75061,19,Private,262601,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,14,United-States,<=50K
+Sela Grono,11/21/2008,288-17-3570,51393,21,Private,226181,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Spike Donisthorpe,9/10/2007,565-41-5353,7904,33,Private,175697,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Corri Meier,8/10/2008,811-05-5797,19366,47,Self-emp-inc,248145,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,Cuba,<=50K
+Clarinda Rohmer,5/29/1962,640-49-7946,9163,52,Self-emp-not-inc,289436,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Gerick Simmill,6/3/1990,506-88-6731,16557,26,Private,75654,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Alonso Tevlin,1/23/1962,734-07-5591,38085,60,Private,199378,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ivette Lewtey,4/15/1977,316-20-9737,33382,21,Private,160968,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Yorgo de Juares,11/20/1998,250-90-1668,22783,36,Private,188563,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5178,0,50,United-States,>50K
+Berkley Napier,9/12/2005,143-58-9476,74474,31,Private,55849,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Abbie Starmont,11/18/1999,242-18-7783,77802,50,Self-emp-inc,195322,Doctorate,16,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Dara Kimmins,1/13/1981,715-95-7528,27167,31,Local-gov,402089,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Blondell Capron,4/26/1980,440-39-7618,38127,71,Private,78277,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,15,United-States,<=50K
+Ann Archell,10/31/1959,188-87-0277,83998,58,,158611,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+Linnell Ert,5/20/1981,441-39-0038,67324,30,State-gov,169496,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Loydie Collin,9/27/1979,418-42-0343,8171,20,Private,130959,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Elsey Edess,7/22/1997,506-75-7407,42438,24,Private,556660,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,4101,0,50,United-States,<=50K
+Adelaide Ellsworthe,6/11/1967,171-95-0260,35528,35,Private,292472,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+Randee Sollars,1/22/1961,494-90-3167,52562,38,State-gov,143774,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Alysa Scobie,3/14/1982,577-32-4233,33610,27,Private,288341,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,32,United-States,<=50K
+Tom Klaesson,4/22/1982,231-06-1013,44996,29,State-gov,71592,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Rice Samme,4/22/2003,686-61-5731,99773,70,,167358,9th,5,Widowed,,Unmarried,White,Female,1111,0,15,United-States,<=50K
+Em Robertsson,6/12/1976,732-18-5972,86825,34,Private,106742,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Zilvia Leither,5/5/1975,276-83-6456,51807,44,Private,219288,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Henka Asquez,10/14/2011,485-24-9814,20396,43,Private,174524,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Somerset Dando,12/21/1993,466-01-8263,42155,44,Self-emp-not-inc,335183,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,>50K
+Dewitt De Marchi,8/14/2004,588-26-1843,43061,35,Private,261293,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Andy Bonifant,5/18/1985,697-60-6945,92924,27,Private,111900,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hyacinthie Sterzaker,5/22/1952,267-33-0002,36059,43,Local-gov,194360,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Crista Polak,3/10/1983,701-25-1654,76632,20,Private,81145,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Aila Ferbrache,8/28/1983,170-71-4264,78105,42,Private,341204,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,8614,0,40,United-States,>50K
+Tallia De Mattei,6/15/2004,755-81-6037,54877,27,State-gov,249362,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,3411,0,40,United-States,<=50K
+Caleb Wahncke,9/25/2000,246-24-4293,74725,42,Private,247019,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Hortensia Howatt,12/8/1952,317-36-6207,43086,20,,114746,11th,7,Married-spouse-absent,,Own-child,Asian-Pac-Islander,Female,0,1762,40,South,<=50K
+Tadio Pratton,2/28/1994,245-06-0843,11702,24,Private,172146,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1721,40,United-States,<=50K
+Julita Guerreiro,1/28/1971,403-23-3517,77120,48,Federal-gov,110457,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ninetta Franken,12/5/1973,414-29-3506,46545,17,,80077,11th,7,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Janetta Wilford,11/29/1985,634-65-6673,15984,17,Self-emp-not-inc,368700,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+Bondy Goare,8/29/1970,628-72-1381,98561,33,Private,182556,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Ammamaria Sillwood,6/14/1996,859-44-9987,97019,50,Self-emp-inc,219420,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Kale Claye,8/20/1976,642-66-1232,62300,22,Private,240817,HS-grad,9,Never-married,Sales,Own-child,White,Female,2597,0,40,United-States,<=50K
+Germain Kenion,11/24/1972,408-76-6825,40064,17,Private,102726,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Larry Brymham,4/9/1986,731-16-4943,28727,32,Private,226267,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+Minnaminnie Ronnay,8/1/1967,335-82-2450,2798,31,Private,125457,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Crissie Blampy,1/5/1995,178-43-0939,62920,58,Self-emp-not-inc,204021,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Corie Dmisek,7/19/1977,484-66-7399,46825,29,Local-gov,92262,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,48,United-States,<=50K
+Jules Grafton-Herbert,10/28/1981,221-48-1519,21234,37,Private,161141,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,>50K
+Stormie Browne,9/19/1954,627-55-3597,29169,34,Self-emp-not-inc,190290,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Olivia Cumesky,8/1/1964,613-93-5536,49100,23,Local-gov,430828,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Hugo Woofenden,9/14/1971,648-14-6627,74310,18,State-gov,59342,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,5,United-States,<=50K
+Patrice Skinner,1/2/1985,856-60-4312,23749,34,Private,136721,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cristiano Crepin,9/30/1959,384-60-6665,27390,66,,149422,7th-8th,4,Never-married,,Not-in-family,White,Male,0,0,4,United-States,<=50K
+Olav Lanfear,11/26/1979,752-09-3649,31038,45,Local-gov,86644,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,55,United-States,<=50K
+Wiley Lubomirski,3/27/2002,840-82-2184,56105,41,Private,195124,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,Dominican-Republic,<=50K
+Hannis Cokely,11/20/2006,815-22-6205,79604,26,Private,167350,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,30,United-States,<=50K
+Kippie Kumaar,3/1/1979,297-23-0554,56515,54,Local-gov,113000,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Mohandis Ouchterlony,3/8/2012,751-44-8942,51552,24,Private,140027,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,45,United-States,<=50K
+Saudra O' Liddy,2/21/2003,189-41-0507,61857,42,Private,262425,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Gallagher Troy,4/10/1959,221-95-7360,16106,20,Private,316702,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+Emogene Grey,2/8/1956,233-60-3898,88278,23,State-gov,335453,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Skipton McNeil,6/18/1957,404-04-1027,72705,25,,202480,Assoc-acdm,12,Never-married,,Other-relative,White,Male,0,0,45,United-States,<=50K
+Obidiah Gerge,6/15/2011,719-08-6661,63001,35,Private,203628,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+Marleah Browett,2/18/1964,448-94-0615,28860,31,Private,118710,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,40,United-States,>50K
+Monty Clay,1/1/2010,740-19-2935,45643,30,Private,189620,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,Poland,<=50K
+Alessandra Alps,10/22/1950,363-49-2760,90757,19,Private,475028,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Arnold Groome,7/26/1990,372-32-5732,98727,36,Local-gov,110866,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Modestine Pickvance,11/21/1956,150-95-2854,26426,31,Private,243605,Bachelors,13,Widowed,Sales,Unmarried,White,Female,0,1380,40,Cuba,<=50K
+Bard Muttitt,12/8/2005,395-03-5862,47565,21,Private,163870,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Elliot Witz,5/7/1971,790-42-7648,52911,31,Self-emp-not-inc,80145,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Alie Filipczynski,11/15/1998,357-82-9954,64543,46,Private,295566,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Female,25236,0,65,United-States,>50K
+Tatiana Parish,1/27/1999,523-82-3654,3937,44,Private,63042,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Female,0,0,50,United-States,>50K
+Sapphira Dorrity,6/9/1977,795-28-4712,52004,40,Private,229148,12th,8,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,Jamaica,<=50K
+Teressa Skilbeck,5/6/2007,426-11-3879,4697,45,Private,242552,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Jard Colicot,3/22/2011,681-38-1209,28668,60,Private,177665,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Livvyy Joris,6/16/1972,174-03-8770,371,18,Private,208103,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+Jackelyn Crocumbe,9/21/1974,376-58-7718,59480,28,Private,296450,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Carilyn Longworth,5/3/1965,542-26-9913,14204,36,Private,70282,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Paten Giraudou,11/14/1961,880-13-1035,41509,36,Private,271767,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+L;urette Brixey,9/23/1994,826-70-0149,33572,40,Private,144995,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,4386,0,40,United-States,<=50K
+Errol Seabourne,4/23/1971,521-30-4586,90160,36,Local-gov,382635,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,Honduras,<=50K
+Gallard Fandrey,11/17/2004,520-05-1705,96170,31,Private,295697,HS-grad,9,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Isidro Crabtree,7/9/1984,220-54-6246,83673,33,Private,194141,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Robb Shovlin,7/26/1990,683-84-5225,33153,19,State-gov,378418,HS-grad,9,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Corrie Whiston,10/19/1988,231-65-9817,45540,22,Private,214399,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Zebedee Crewdson,5/16/1995,441-88-8749,73101,34,Private,217460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Catriona Franses,1/25/2012,624-01-4257,24868,33,Private,182556,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Genovera Passy,2/11/1999,332-51-8491,44480,41,Private,125831,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,60,United-States,<=50K
+Karissa Bon,9/26/1964,877-95-5062,94074,29,Private,271328,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+Isaiah Iglesias,2/27/1995,777-75-2097,54165,50,Local-gov,50459,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+Joelynn Chaudron,3/6/1965,163-83-1611,37622,42,Private,162140,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,45,United-States,>50K
+Berke Draper,12/16/1992,827-81-8733,97441,43,Private,177937,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,>50K
+Rhodia Tennet,8/30/1967,708-32-0121,26846,44,Private,111502,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Lyon Swansbury,6/20/2004,589-08-8904,44836,20,Private,299047,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Grazia Shovlar,11/18/1972,491-35-9071,62178,31,Private,223212,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Analise Ranby,9/12/1999,250-57-1076,84170,65,Self-emp-not-inc,118474,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,9386,0,59,,>50K
+Sean Kemson,10/9/1950,241-11-8068,1701,23,Private,352139,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Edwina Barclay,5/18/2012,219-05-9048,95750,55,Private,173093,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Stefa Grob,2/24/2011,407-70-2870,89766,26,Private,181655,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2377,45,United-States,<=50K
+Hillel Sancto,10/10/1963,518-39-8448,20999,25,Private,332702,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Francklyn Vacher,7/1/2009,757-83-6140,5348,45,,51164,Some-college,10,Married-civ-spouse,,Wife,Black,Female,0,0,40,United-States,<=50K
+Berkeley Halms,8/20/2010,734-23-5634,85797,35,Private,234901,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,40,United-States,<=50K
+Gayle Karchewski,5/17/1979,138-30-2200,87868,36,Private,131414,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+Maddy Kobpa,2/16/1994,575-50-7644,20959,43,State-gov,260960,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Pattie Kayes,4/19/1997,199-03-2882,38247,56,Private,156052,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,594,0,20,United-States,<=50K
+Bradney Brouncker,7/2/1997,794-75-8736,47339,42,Private,279914,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Karrah McGann,6/28/2009,480-14-8091,18500,19,Private,192453,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+Normy Gianettini,1/7/1975,425-28-1749,35860,55,Self-emp-not-inc,200939,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,<=50K
+Xymenes Espinheira,1/9/1962,279-46-5660,51439,42,Private,151408,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,50,United-States,>50K
+Ermengarde Tows,11/30/1954,561-88-7768,40880,26,Private,112847,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Carling Pateman,6/25/1974,801-61-2648,95946,17,Private,316929,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Levey Escoffier,9/8/1998,794-63-8239,68288,42,Local-gov,126319,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Adrian Bernadot,3/10/1956,234-99-3467,6286,55,Private,197422,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,40,United-States,>50K
+Doralia Gallon,10/9/1953,247-28-5229,79781,32,Private,267736,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Hastie Fehely,3/12/1969,700-59-4003,32774,29,Private,267034,11th,7,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,Haiti,<=50K
+Thatch Mathiot,3/25/2001,330-04-8101,84159,46,State-gov,193047,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,<=50K
+Lenci Elvins,2/10/1996,424-95-4401,72116,29,State-gov,356089,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Huntley Dearell,12/1/1979,616-53-9907,84387,22,Private,223515,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Male,0,0,20,United-States,<=50K
+Abran Yaus,4/17/1995,271-13-5689,89432,58,Self-emp-not-inc,87510,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Yanaton Cramer,3/15/2004,255-59-6526,46949,23,Private,145111,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+Tatiania Eastabrook,6/29/1954,522-39-6191,42801,39,Private,48093,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Nap Fairleigh,10/8/2011,893-82-1054,5965,27,Private,31757,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,38,United-States,<=50K
+Ericka Ojeda,8/25/1997,860-38-6759,69108,54,Private,285854,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Lenka Parnaby,1/2/1987,431-66-4743,94906,33,Local-gov,120064,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Carrie Simester,10/7/2003,266-27-4243,50860,46,Federal-gov,167381,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Pepita Allebone,2/27/1971,675-58-1135,29158,37,Private,103408,HS-grad,9,Never-married,Farming-fishing,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Hephzibah Hubbert,3/28/1985,721-46-7668,3010,36,Private,101460,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,18,United-States,<=50K
+Orrin Mosten,4/20/1963,435-27-8051,2876,59,Local-gov,420537,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,>50K
+Gallard Leffek,2/10/1955,707-65-2223,41089,34,Local-gov,119411,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Male,0,0,40,Portugal,<=50K
+Elianore Cowdery,2/24/1959,635-57-5095,88096,53,Self-emp-inc,128272,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+Townsend Jedrzejkiewicz,10/20/1994,204-83-9297,69189,51,Private,386773,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,>50K
+Teena Yuryshev,6/18/1963,257-93-4764,84996,32,Private,283268,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,42,United-States,<=50K
+Alis Muccino,8/30/1999,743-99-2222,35791,31,State-gov,301526,Some-college,10,Married-spouse-absent,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+Shea Pidgen,7/10/1984,188-56-3235,40481,22,Private,151790,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,Germany,<=50K
+Gare Pomphrey,8/18/1967,226-72-0131,16037,47,Self-emp-not-inc,106252,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Emmalee Camidge,10/21/1955,842-21-3604,51753,32,Private,188557,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hamid Blemen,5/30/1987,445-19-6716,10472,26,Private,171114,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Margaretta Craighall,2/16/1952,401-02-4467,28223,37,Private,327323,5th-6th,3,Separated,Farming-fishing,Not-in-family,White,Male,0,0,32,Guatemala,<=50K
+Reed Titherington,11/10/1980,740-43-3069,3411,31,Private,244147,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,55,United-States,<=50K
+Rene Ascraft,9/13/2010,120-72-3680,35438,37,Private,280282,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,24,United-States,>50K
+Barry Androsik,9/22/1968,631-12-7293,77893,55,Private,116442,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Zebulon Batting,9/8/1968,665-53-6172,94888,23,Local-gov,282579,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Jordan Lindholm,11/21/1954,132-70-0694,89107,36,Private,51838,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Odelinda Agate,3/2/1971,657-39-9425,49935,34,Private,73585,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+Pate Streatfield,7/27/1980,736-83-1227,56696,43,Private,226902,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Bernice Evason,5/22/2012,716-10-1905,74261,54,Private,279129,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vilhelmina Coley,9/24/1984,288-11-1143,69364,43,State-gov,146908,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+Gaspar Leipnik,4/2/1995,188-34-1084,12175,28,Private,196690,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,1669,42,United-States,<=50K
+Guillema Dubs,8/13/1954,378-67-3155,22266,40,Private,130760,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Minor Starkie,1/10/1984,405-83-0929,18430,41,Self-emp-not-inc,49572,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Diarmid Fitzroy,2/14/1996,879-90-7075,66868,40,Private,237601,Bachelors,13,Never-married,Sales,Not-in-family,Other,Female,0,0,55,United-States,>50K
+Alie Imeson,4/19/1999,311-59-3249,53138,42,Private,169628,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+Sanford Reskelly,9/15/1986,145-13-1798,79131,61,Self-emp-not-inc,36671,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2352,50,United-States,<=50K
+Diarmid Iwaszkiewicz,1/2/1984,898-07-4010,9121,18,Private,231193,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+Lowrance Sprull,2/25/1967,431-83-1971,34771,59,,192130,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+Kimmi Sherar,4/9/1999,485-58-1967,10096,21,,149704,HS-grad,9,Never-married,,Not-in-family,White,Female,1055,0,40,United-States,<=50K
+Georgetta Bris,6/28/2007,322-56-6402,6710,48,Private,102102,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+Lurleen Witherdon,9/25/1956,590-82-0816,72676,41,Self-emp-inc,32185,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Fay Dungey,12/20/1963,465-11-1319,95106,18,,196061,Some-college,10,Never-married,,Own-child,White,Male,0,0,33,United-States,<=50K
+Caril Cardow,9/18/1969,406-60-5283,59868,23,Private,211046,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,2463,0,40,United-States,<=50K
+Josy Giacomi,8/21/1995,794-69-6183,99714,60,Private,31577,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Morie Bedinn,8/19/2005,641-87-1579,91563,22,Private,162343,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+Arlinda Hastwall,8/13/1997,872-17-4289,77143,61,Private,128831,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Rodrick Pycock,8/9/2002,419-78-8048,90054,25,Private,316688,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Westbrook McMylor,8/16/1956,437-09-6482,94825,46,Private,90758,Masters,14,Never-married,Tech-support,Not-in-family,White,Male,0,0,35,United-States,>50K
+Jewelle Cronkshaw,9/24/1953,325-01-9843,68220,43,Private,274363,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,England,>50K
+Findley Scemp,5/20/1985,160-47-8874,29943,43,Private,154538,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cornie Roakes,11/12/1977,811-95-6003,63831,24,Private,106085,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,1721,30,United-States,<=50K
+Louisette Halligan,3/6/1992,884-82-7122,95950,68,Self-emp-not-inc,315859,11th,7,Never-married,Farming-fishing,Unmarried,White,Male,0,0,20,United-States,<=50K
+Marika Skechley,4/4/1981,406-25-3027,56482,31,Private,51471,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Shea Handford,10/19/2007,224-39-2117,25776,17,Private,193830,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Nisse Ladd,4/26/2007,260-02-4177,81964,32,Private,231043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,48,United-States,>50K
+Gunther Formby,10/29/1971,477-24-9047,4455,50,,23780,Masters,14,Married-spouse-absent,,Other-relative,White,Male,0,0,40,United-States,<=50K
+Wilmar Crabtree,7/16/1987,722-93-2622,52073,33,Private,169879,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,47,United-States,>50K
+Adolph Eyes,7/31/1988,303-05-7909,2812,64,Private,270333,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Mannie Tumilty,12/27/1978,785-34-6961,29581,20,Private,138768,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+Rurik Yanshinov,7/5/1984,623-14-3537,84373,30,Private,191571,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,36,United-States,<=50K
+Adrea Fritter,10/26/1979,133-62-1868,96877,22,,219941,Some-college,10,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Wesley Follan,3/29/1971,722-34-4593,71999,43,Private,94113,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Germaine Josefs,9/29/1998,422-98-8310,17585,22,Private,137510,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Alon Bountiff,10/11/1998,777-24-7456,16914,17,Private,32607,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+Ozzie Chambers,8/15/2002,299-41-2137,68137,47,Self-emp-not-inc,93208,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,75,Italy,<=50K
+Purcell Bousfield,1/12/2010,600-59-7777,76538,41,Private,254440,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Roseline Nielson,8/31/2008,526-77-8814,59930,56,Private,186556,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Nancee Rotter,6/27/1982,548-04-5482,23152,64,Private,169871,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Fabiano Mathis,3/31/2012,199-91-7069,74298,47,Private,191277,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Arman Brookes,6/26/1993,622-05-6992,72805,48,Private,167159,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Vin Storkes,11/19/1950,118-33-0461,20724,31,Private,171871,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,46,United-States,<=50K
+Leonard Hampe,10/27/2008,525-28-8504,4027,29,Private,154411,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Nappy Leffek,12/10/1986,875-95-7989,51779,30,Private,129227,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dominick Crowcroft,1/9/1960,171-57-3835,44771,32,Private,110331,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,60,United-States,<=50K
+Gwenore Vannozzii,8/19/2001,664-20-5107,26084,57,Private,34269,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,653,42,United-States,>50K
+Carce Batchley,5/21/2009,453-73-9250,7290,62,Private,174355,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tony Annets,2/9/1974,441-83-0664,67935,39,Private,680390,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,24,United-States,<=50K
+Luce Smeaton,8/13/2010,896-87-2458,76044,43,Private,233130,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Rahal Goodband,1/18/1976,440-66-5563,76987,24,Self-emp-inc,165474,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Lamar Wasmuth,1/18/1971,870-67-3512,40181,42,,257780,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Kenneth Caulcott,8/24/1977,217-28-8655,80789,53,Private,194259,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,4386,0,40,United-States,>50K
+Hilarius Pile,3/21/1979,891-14-1165,88984,26,Private,280093,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Brigitta Start,9/11/1979,685-87-4445,99238,73,Self-emp-not-inc,177387,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Belinda Water,11/11/1995,514-55-6439,33523,72,,28929,11th,7,Widowed,,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Mill Frigot,1/29/1986,509-43-1649,86735,55,Private,105304,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Charlotte Euston,4/12/2003,184-96-0506,5216,25,Private,499233,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Norris Christofle,7/7/1971,287-21-1251,29164,41,Private,180572,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Cary Infantino,12/31/1954,366-47-4368,66266,24,Private,321435,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Dorree Fontelles,12/11/1995,137-19-6283,80104,63,Private,86108,HS-grad,9,Widowed,Farming-fishing,Not-in-family,White,Male,0,0,6,United-States,<=50K
+Shari Vears,4/9/1956,370-72-6877,42105,17,Private,198124,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Lonni Gymblett,9/5/2000,671-75-3096,96952,35,Private,135162,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Lindon Sydall,12/17/1994,759-73-5365,57567,51,Private,146813,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Toiboid Roache,7/3/2009,696-82-6336,75282,62,Local-gov,291175,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Gardie Le Barr,7/15/1974,617-43-8466,14078,55,Private,387569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+Ertha Thripp,8/2/1962,720-29-5337,37878,43,Private,102895,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dorie Ocheltree,11/1/1970,690-49-3577,93967,40,Local-gov,33274,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Alexis Broughton,1/2/1967,344-47-3376,24720,37,Private,86551,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Geoff Bruckman,8/26/1954,573-19-1166,30123,39,Private,138192,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Thedrick Lockney,4/29/1973,360-13-9752,26968,31,Private,118966,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,18,United-States,<=50K
+Enrika Robus,9/8/1950,851-15-9861,78217,61,Private,99784,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Rycca Ollett,4/13/1995,806-49-6379,28096,26,Private,90980,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Kikelia Rosenshine,1/4/2009,510-77-3616,75045,46,Self-emp-not-inc,177407,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Roxane Pavlovic,9/18/1968,554-04-4699,11326,26,Private,96467,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Birgitta Plaskitt,8/23/1985,284-11-6713,35984,48,State-gov,327886,Doctorate,16,Divorced,Prof-specialty,Own-child,White,Male,0,0,50,United-States,>50K
+Saleem Salamon,2/17/1965,371-07-3074,74433,34,Private,111567,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Bowie Purseglove,4/7/1959,335-14-0791,98150,34,Local-gov,166545,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Laurena Pankhurst.,6/24/1963,373-45-4161,39561,59,Private,142182,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Kinsley Merigot,4/22/2010,308-72-9262,70689,34,Private,188798,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Rivalee Loxdale,10/23/1954,154-53-4695,31669,49,Private,38563,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,56,United-States,>50K
+Deeann Southern,8/21/1982,106-17-4662,10008,18,Private,216284,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Adrea Bastistini,3/6/1987,345-69-8839,19309,43,Private,191547,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+Arv Weatherall,9/13/1976,683-13-5603,47846,48,Private,285335,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Lynnelle Hrishanok,11/4/1985,642-72-8027,63166,28,Self-emp-inc,142712,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Cathie Shoute,6/3/1974,241-62-9275,68634,33,Private,80945,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Yetta Gilfoy,5/25/1972,299-17-7303,7682,24,Private,309055,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Odelinda Juara,8/5/1990,826-78-9994,2393,21,Private,62339,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Umeko Tran,9/9/1960,530-16-0818,38171,17,Private,368700,11th,7,Never-married,Sales,Own-child,White,Male,0,0,28,United-States,<=50K
+Field Rodenburg,4/20/1985,611-90-2563,86079,39,Private,176186,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+Grazia Copestake,12/4/1991,829-64-1951,88965,29,Self-emp-not-inc,266855,Bachelors,13,Separated,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Michal Batstone,11/5/2007,883-59-6490,79478,44,Private,48087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Maegan Royan,11/10/1954,685-23-6701,67217,24,Private,121313,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+Waylon Griffin,8/26/2006,142-81-8675,2823,71,Self-emp-not-inc,143437,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,10605,0,40,United-States,>50K
+Cosette Willcock,8/12/1986,468-98-0125,62237,51,Self-emp-not-inc,160724,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,2415,40,China,>50K
+Hewet Luton,11/2/1994,671-17-9024,29442,55,Private,282753,5th-6th,3,Divorced,Other-service,Unmarried,Black,Male,0,0,25,United-States,<=50K
+Jennica Sandison,9/5/2003,444-34-3803,39366,41,Private,194636,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Josefina Dyneley,12/25/1988,452-88-9664,83186,23,Private,153044,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Female,0,0,7,United-States,<=50K
+Roy Woodsford,2/18/1964,406-92-7094,61463,38,Private,411797,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Addia Beddon,3/27/2001,419-78-7157,12362,39,Private,117683,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Morris Skaife,6/16/2005,434-29-6502,98236,19,Private,376540,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Livvy Sphinxe,10/24/2004,840-58-4580,52424,49,Private,72393,9th,5,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Teriann Sermin,2/14/1955,564-18-7874,14877,32,Private,270335,Bachelors,13,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,40,Philippines,>50K
+Kristofer Crumley,12/31/1974,899-03-8035,89750,27,Private,96226,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+Klaus Jouen,9/18/1973,506-76-6583,50100,38,Private,95336,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Twyla Ledur,8/14/1967,707-06-8209,61308,33,Private,258498,Some-college,10,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,60,United-States,<=50K
+Martynne Martinelli,12/16/1977,605-21-4013,81841,63,,149698,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Taber Headings,11/28/1969,283-43-2054,90357,23,Private,205865,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,28,United-States,<=50K
+Greg Sawl,5/3/1952,740-45-3271,98248,33,Self-emp-inc,155781,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,,<=50K
+Keane Dingwall,4/5/1978,194-81-7001,15979,54,Self-emp-not-inc,406468,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+Cleveland Fedoronko,8/13/1959,500-15-3141,95305,29,Private,177119,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,2174,0,45,United-States,<=50K
+Granger Bonnor,3/23/1952,635-30-1487,85789,48,,144397,Some-college,10,Divorced,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Benetta Rizon,9/1/1974,346-65-0913,20080,35,Self-emp-not-inc,372525,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kathye MacCoveney,12/23/2000,807-71-5319,95461,28,Private,164170,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+Llewellyn Rodolico,12/23/2004,331-19-5746,80995,37,Private,183800,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+Maryl Joiris,7/6/2002,441-81-8214,15316,42,Self-emp-not-inc,177307,Prof-school,15,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,>50K
+Sharity Kenforth,11/21/1993,145-74-6996,80022,40,Private,170108,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Alva Nortunen,1/1/1951,419-11-6420,43365,47,Private,341995,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,55,United-States,<=50K
+Fredrika Mickleburgh,12/30/2005,578-53-4622,42382,22,Private,226508,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,50,United-States,<=50K
+Anderson Bonick,2/20/1989,341-28-2712,16105,30,Private,87418,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Marten Lambourne,12/29/1958,667-14-6134,9663,28,Private,109165,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Donnajean Mifflin,1/29/1976,345-69-0019,21140,63,Local-gov,28856,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,United-States,<=50K
+Valma Rollingson,2/1/1966,235-63-8929,340,51,Self-emp-not-inc,175897,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Shel Millea,10/4/1956,318-42-7205,2533,22,Private,99697,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Kalila Shivlin,7/26/1958,493-18-0886,30230,27,,90270,Assoc-acdm,12,Married-civ-spouse,,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Pattie Vines,8/29/2005,277-89-7460,19925,35,Private,152375,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Gilda Lavalde,10/4/1976,442-74-8669,95690,46,Private,171550,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Hinze Murdy,11/24/2001,547-05-8271,25833,37,Private,211154,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Paulie Hazelby,8/8/2009,263-32-5149,77469,24,Private,202570,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,15,United-States,<=50K
+Dyanna Crofthwaite,2/8/1991,283-53-0806,8829,37,Self-emp-not-inc,168496,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+Jefferey Hamper,4/15/2012,602-89-1346,60510,53,Private,68898,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Michaeline Inmett,1/23/1965,729-58-9551,37688,27,Private,93235,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Sharlene Marl,9/22/1981,148-02-5534,99345,38,Private,278924,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Faun Frane,6/1/1993,580-29-0822,36764,53,Self-emp-not-inc,311020,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Martelle Brookes,11/17/1988,542-30-4238,11094,34,Private,175878,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Roze Vanyukhin,1/19/1976,363-90-3199,80048,23,Private,543028,HS-grad,9,Never-married,Sales,Own-child,Black,Male,0,0,40,United-States,<=50K
+Holmes Shermar,3/26/2005,108-49-6435,28145,39,Private,202027,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+Midge Orknay,2/22/1988,674-18-5215,66115,43,Private,158926,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,0,0,50,South,<=50K
+Jarib Cobleigh,11/10/1993,657-16-1222,86302,67,Self-emp-inc,76860,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Jillane Luckcock,6/24/1984,353-12-9505,9238,81,Self-emp-not-inc,136063,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+Vito Brevetor,8/3/2012,434-99-8139,87716,21,Private,186648,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Henry Van't Hoff,9/28/2009,273-04-6400,12810,23,Private,257509,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Janek Frounks,4/26/2003,803-50-1429,44975,25,Private,98155,Some-college,10,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Othelia Mudle,12/13/1987,607-91-8984,44211,42,Private,274198,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,38,Mexico,<=50K
+Joel Doni,7/15/1962,197-49-1290,50661,38,Private,97083,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Madelle Berdale,9/6/1996,273-62-1801,69771,64,,29825,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,5,United-States,<=50K
+Olva Turmell,2/17/1991,238-90-4801,31871,32,Private,262153,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Milo Guerrier,4/10/1966,663-30-2197,98083,37,Private,214738,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Adamo Thorsby,10/1/1997,472-60-0926,42326,51,Private,138022,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Carline Alders,10/12/1961,123-23-2779,97694,22,Private,91842,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,42,United-States,<=50K
+Orbadiah Lauderdale,9/20/1979,590-25-8051,59311,33,Private,373662,1st-4th,2,Married-spouse-absent,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+Lorin Brende,1/13/1954,765-78-9019,44502,42,Private,162003,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Norene Willis,12/27/2007,647-99-3115,13561,19,,52114,Some-college,10,Never-married,,Own-child,White,Female,0,0,10,United-States,<=50K
+Neale Robertson,12/31/2004,725-80-3838,18354,51,Local-gov,241843,Preschool,1,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Ivie Sedge,6/11/2007,262-47-1908,83804,23,Private,375871,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+Francisco Viccars,7/31/2003,260-24-1352,1726,37,Private,186934,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,44,United-States,>50K
+Marc Keeney,6/10/1952,693-15-4158,69862,37,Private,176900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,>50K
+Berkley Seyffert,8/15/1964,585-40-6999,80070,47,Private,21906,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Fremont Fozard,4/29/2011,438-95-5960,81075,41,Private,132222,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,40,United-States,>50K
+Borg Waszczykowski,9/13/1987,396-99-3515,61309,33,Private,143653,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Madel Cheetam,11/7/1956,234-72-4301,23366,31,Private,111567,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,>50K
+Magdaia Dinning,8/30/1994,688-44-7026,41980,31,Private,78602,Assoc-acdm,12,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Stacee Peplow,5/25/2009,566-01-4081,98425,35,Private,465507,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Riannon Brittan,1/26/1962,382-36-5156,25219,38,Self-emp-inc,196373,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Paquito Woofenden,12/8/1972,278-27-1728,15244,18,Private,293227,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Herold Iscowitz,8/14/2007,343-82-2611,94209,20,Private,241752,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Amery Garric,4/23/2000,422-68-6364,95221,54,Local-gov,166398,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Carmelita Allery,6/1/2004,613-11-2230,54248,40,Private,184682,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Monroe McEvilly,9/5/2012,411-87-2432,13614,36,Self-emp-inc,108293,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1977,45,United-States,>50K
+Kelley Dmitriev,12/12/1965,598-36-8848,83189,43,Private,250802,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+Hadlee Hayball,8/20/1965,886-19-4760,7160,44,Self-emp-not-inc,325159,Some-college,10,Divorced,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+Etty Oakinfold,8/1/2002,757-92-7376,23480,44,State-gov,174675,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Steffi Oland,4/29/1964,605-66-1923,89432,43,Private,227065,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,>50K
+Terri-jo Fowles,12/24/1967,352-33-4555,45479,51,Private,269080,7th-8th,4,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Adi Hrynczyk,4/23/2005,518-83-5352,91927,18,Private,177722,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Lindsay Labrom,8/22/2008,174-16-8713,28531,51,Private,133461,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Hali Frean,11/21/2007,761-30-2513,49109,41,Private,239683,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,,<=50K
+Lucky Knowller,2/1/2002,214-88-3449,36814,44,Self-emp-inc,398473,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Tabb Colbourne,12/1/2005,237-78-2621,37441,33,Local-gov,298785,10th,6,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Risa Lidgertwood,9/7/1977,481-53-2549,90315,33,Self-emp-not-inc,123424,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Page Tench,5/18/1968,246-06-5743,9327,42,Private,176286,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Vic McGeachy,6/7/1951,430-34-1935,27124,25,Private,150062,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Jennica Cubberley,3/28/2004,185-32-3087,43533,32,Private,169240,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Harrietta Ellcock,9/25/1962,524-91-8515,67434,32,Private,288273,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,Mexico,<=50K
+Richmound Vaskin,10/13/2006,336-57-4921,48774,36,Private,526968,10th,6,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Daryl Mathiot,2/16/1999,194-47-9134,9402,28,Private,57066,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Nike Nisbet,8/27/1958,653-47-5577,68821,20,Private,323573,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Alfi Brient,5/6/2010,517-08-8642,93962,35,Self-emp-inc,368825,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Leone Berick,3/21/1977,679-56-0911,31090,55,Self-emp-not-inc,189721,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Ryan Webben,2/1/1972,418-98-6889,81828,48,Private,164966,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+Oliver Cornner,5/2/1983,612-87-1459,69599,36,,94954,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Flor MacFaul,6/30/1977,433-82-7409,52356,34,Private,202046,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,>50K
+Harwell Perulli,1/14/2000,145-08-6535,53629,28,Private,161538,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Charmian Henzley,2/20/1975,176-21-2973,39058,67,Private,105252,Bachelors,13,Widowed,Exec-managerial,Not-in-family,White,Male,0,2392,40,United-States,>50K
+Pieter Halson,3/18/1989,186-84-5381,3106,37,Private,200153,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Milt Tyas,4/11/1973,220-28-0264,18087,44,Private,32185,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,70,United-States,<=50K
+Astrix Covert,10/4/2009,407-02-2966,91087,25,Private,178326,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Diego Packe,3/13/2002,838-93-6669,37664,21,Private,255957,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+Vivia Macrow,8/12/2005,877-84-6899,71893,40,State-gov,188693,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Fidel Munby,5/26/1983,612-37-9153,84120,78,Private,182977,HS-grad,9,Widowed,Other-service,Not-in-family,Black,Female,2964,0,40,United-States,<=50K
+Dorian Leggatt,6/24/2007,486-67-7999,3090,34,Private,159929,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Eula Olin,8/19/1975,751-59-6942,74066,49,Private,123207,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,44,United-States,<=50K
+Tore Hebbron,10/28/2003,471-60-3221,88534,22,Private,284317,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sayers Almack,3/10/1952,101-26-7787,44569,23,,184699,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Kitty Illingsworth,2/18/1956,642-54-0496,20802,60,Self-emp-not-inc,154474,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,42,United-States,<=50K
+Tobey Di Bartolomeo,5/28/1995,105-95-5760,77066,45,Local-gov,318280,HS-grad,9,Widowed,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+Adham Edes,8/10/2008,302-47-7072,3621,63,Private,254907,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Ardith Woolen,9/26/1974,222-29-1874,7911,41,Private,349221,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,0,35,United-States,<=50K
+Stan Tebbs,10/6/1976,561-88-3950,37853,47,Private,335973,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Marianne Iggo,10/25/2010,861-59-8500,45748,44,Private,126701,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Brian Bysshe,9/27/1960,404-82-7609,44559,51,Private,122159,Some-college,10,Widowed,Prof-specialty,Not-in-family,White,Female,3325,0,40,United-States,<=50K
+Dorena Cawdell,9/22/1983,153-54-6182,85413,46,Private,187370,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1504,40,United-States,<=50K
+Petra Rollin,2/25/2007,681-34-5014,15474,41,Private,194636,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Shae O'Loughnan,6/20/1984,420-39-4702,50705,50,Self-emp-not-inc,124793,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Duffy Nutton,12/14/1968,513-80-0718,37771,47,Private,192835,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+Corinne Hambatch,12/4/1993,654-09-6638,35817,35,Private,290226,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Delmer Rillett,4/9/1963,614-06-1996,6058,56,Private,112840,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Townsend Birtwistle,2/9/1968,528-73-9696,28544,45,Private,89325,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Karole Armatidge,11/21/1961,314-62-6880,29350,48,Federal-gov,33109,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,58,United-States,>50K
+Sandy Proughten,8/9/1955,783-09-6913,49186,40,Private,82465,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2580,0,40,United-States,<=50K
+Marcelia Hunnam,11/22/2008,730-47-9143,95637,39,Self-emp-inc,329980,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Sim Baughan,4/5/1988,496-06-7585,79052,20,Private,148294,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Sawyere Hixley,7/30/1952,110-27-0299,70500,50,Private,168212,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,65,United-States,>50K
+Josselyn Simoneton,1/22/1966,479-16-5091,50084,38,State-gov,343642,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Cobb Frentz,3/23/1984,705-95-8100,49309,23,Local-gov,115244,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+Gannie Sterre,5/17/1976,370-80-0274,97722,31,Private,162572,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Prudi Keel,5/1/1964,847-89-1169,44888,58,Private,356067,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Barr Dumphries,10/11/1982,160-60-3179,49697,66,Private,271567,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Nicolais Skittrall,2/6/1984,411-79-8572,7846,39,Self-emp-inc,180804,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Dulci Penhalewick,6/29/1963,588-30-6729,59578,54,Self-emp-not-inc,123011,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,52,United-States,>50K
+Dewie Conningham,3/19/1972,127-44-9563,49231,26,Private,109186,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,<=50K
+Gram Magrannell,1/27/1981,627-37-9144,68170,51,Private,220537,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nollie Scarth,4/22/1957,305-80-7351,92781,34,Private,124827,Assoc-voc,11,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Johnette Baugham,7/1/2000,290-11-3987,65200,50,Private,767403,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+Hortensia Colbourn,2/15/2007,739-05-1546,62573,42,Private,118494,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+Sunny Barkhouse,11/13/1997,111-82-9200,73501,38,Private,173208,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+Nev Jepperson,9/19/1977,512-05-4256,25727,48,Private,107373,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Mame Dixcee,9/10/1951,532-21-7650,33200,33,Private,26973,Assoc-voc,11,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+Holmes Coffin,6/18/2004,445-16-6117,73084,51,Private,191965,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+Clemente Koppen,12/25/2006,627-97-3681,26023,22,Private,122346,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Willow Garn,11/14/1962,558-66-7613,19628,19,,117201,HS-grad,9,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Kaycee Schimank,3/14/1959,388-04-3321,20583,41,Private,198316,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,Japan,<=50K
+Teressa Spoors,3/22/2008,435-82-2806,15299,48,Local-gov,123075,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Meggi Jepperson,11/1/1981,374-05-4305,11428,42,Private,209370,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Justin Glencrosche,2/2/1981,495-90-5784,62751,34,Private,33117,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Donnie Braddick,12/13/1973,507-78-9341,67420,23,Private,129042,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Odele Langthorne,5/4/2009,196-76-3361,78622,56,Private,169133,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,Yugoslavia,<=50K
+Catlin Bastard,6/30/1982,348-46-2773,67075,30,Private,201624,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,45,,<=50K
+Kira Zollner,11/22/1959,484-76-4251,56445,45,Private,368561,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Minna Shatford,10/29/1950,776-43-2653,76203,48,Private,207848,10th,6,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Evelin Ladson,1/23/1959,731-83-8470,90003,48,Self-emp-inc,138370,Masters,14,Married-spouse-absent,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,India,<=50K
+Giffy Rogerot,3/8/1996,474-58-5478,8347,31,Private,93106,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ellswerth Rous,10/20/1999,755-60-9735,58956,20,State-gov,223515,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,1719,20,United-States,<=50K
+Raynell Shieldon,11/22/1969,389-84-5723,1224,27,Private,389713,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jennette Joburn,4/21/2008,728-68-7878,5007,32,Private,206365,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Corliss Boddam,8/3/2005,204-54-7068,13006,76,,431192,7th-8th,4,Widowed,,Not-in-family,White,Male,0,0,2,United-States,<=50K
+Steward Cosgry,4/17/1987,755-11-5284,1236,19,,241616,HS-grad,9,Never-married,,Unmarried,White,Male,0,2001,40,United-States,<=50K
+Barty Duddle,2/25/1986,779-11-8566,23445,66,Self-emp-inc,150726,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,1409,0,1,,<=50K
+Madelle Caughey,8/31/1970,743-46-5872,62874,37,Private,123785,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,75,United-States,<=50K
+Reggis Duffin,10/22/1961,716-61-5696,45452,34,Private,289984,HS-grad,9,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Leonerd Wansbury,6/4/1957,720-85-5396,83474,34,,164309,11th,7,Married-civ-spouse,,Wife,White,Female,0,0,8,United-States,<=50K
+Ileane Baguley,1/11/1986,883-98-4162,10547,90,Private,137018,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Swen Somes,10/25/1977,302-53-7589,22059,23,Private,137994,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Rodrick Cudihy,7/8/1965,441-14-8426,80642,43,Private,341204,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nisse Somerled,1/21/1971,478-35-7169,70832,44,Private,167005,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,60,United-States,>50K
+Homer Renforth,8/13/1977,751-90-2128,10917,24,Private,34446,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,37,United-States,<=50K
+Amabelle Hansmann,4/20/1987,765-94-2908,63014,28,Private,187160,Prof-school,15,Divorced,Prof-specialty,Unmarried,White,Male,0,0,55,United-States,<=50K
+Arie Glabach,2/5/1976,371-90-3884,22100,64,,196288,Assoc-acdm,12,Never-married,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Arlie Christofol,6/16/1964,262-95-2565,75620,23,Private,217961,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Bernadene Moxley,12/3/1965,551-07-7488,68435,20,Private,74631,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Tate Martinelli,10/9/1988,314-18-0600,68785,36,Private,156667,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,United-States,>50K
+Herschel Faulkner,1/26/1989,684-56-6864,81133,61,Private,125155,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Carolan Mowday,5/7/2007,867-07-6333,6956,53,Self-emp-not-inc,263925,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Canada,>50K
+Fax Gilkes,1/25/1955,762-75-6245,58655,30,Private,296453,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+Norris Scowcraft,3/22/1966,209-38-8241,39287,52,Self-emp-not-inc,44728,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Winni Antonellini,12/21/2008,524-92-8791,30974,38,Private,193026,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,Iran,<=50K
+Chad Boar,2/14/1985,124-45-3523,53697,32,Private,87643,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Gamaliel Mapston,2/8/1978,292-48-7063,41983,30,Self-emp-not-inc,106742,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+Vail Wheadon,11/19/2006,491-37-3109,18720,41,Private,302122,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jay Bennion,12/2/2010,675-98-3387,58209,49,Local-gov,193960,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+Blane Twentyman,2/24/1968,753-06-8355,5039,45,Private,185385,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,>50K
+Andy Hansie,12/14/1973,499-47-2554,31349,43,Self-emp-not-inc,277647,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+Kayne Cabrera,11/16/1970,129-03-1165,57580,61,Private,128848,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3471,0,40,United-States,<=50K
+Barbi Felten,11/20/1993,525-81-4449,90199,54,Private,377701,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,32,Mexico,<=50K
+Borg McKendry,5/10/1973,537-63-2251,5741,34,Private,157886,Assoc-acdm,12,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Madelina Glacken,8/29/2006,163-36-7612,43867,49,Private,175958,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+Kalina Woffinden,8/31/1996,585-60-3766,53104,38,Private,223004,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Elinor Korting,2/13/2001,842-33-7163,2301,35,Private,199352,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,80,United-States,>50K
+Beau Gormley,9/3/1994,297-20-6675,77192,36,Private,29984,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Rooney Ozanne,8/1/2010,832-64-2425,14046,30,Private,181651,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Jarib Matushenko,7/21/1967,194-45-6549,60991,36,Private,117312,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Corette Gariff,3/25/1952,176-11-3216,81834,22,Local-gov,34029,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+Humberto Bischof,7/17/1986,864-65-0780,50088,38,Private,132879,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+Clem Ghidelli,9/28/1959,592-69-1807,51560,37,Private,215310,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Trudi Ensor,12/24/1956,334-12-0189,94043,48,State-gov,55863,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,46,United-States,>50K
+Thibaud Ablewhite,9/27/2007,136-68-5728,26521,17,Private,220384,11th,7,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+Tabbitha Gisburne,9/10/1962,537-29-0156,32394,19,Self-emp-not-inc,36012,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Alysa Lewty,3/19/1987,114-10-1933,87560,27,Private,137645,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,1590,40,United-States,<=50K
+Teddy Cassella,2/13/1955,185-39-0616,18046,22,Private,191342,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+Donovan Fere,4/5/1974,464-59-6080,14951,49,Private,31339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Sigismondo Somersett,11/5/1959,364-32-7120,15624,43,State-gov,227910,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Gamaliel Darragh,9/13/2009,181-89-1822,39785,43,Private,173728,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Nevin Bummfrey,5/6/1986,523-31-5733,21855,19,Local-gov,167816,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Danni Hastwell,4/22/2000,257-91-8077,37842,58,Self-emp-not-inc,81642,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Corrie Koubek,7/21/2006,445-88-6042,89505,41,Local-gov,195258,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Sawyere Itschakov,2/4/2001,101-10-5379,99744,31,Private,232475,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Letisha Nunnery,1/6/1994,670-23-2237,25420,30,Private,241259,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Willyt Newvill,7/18/1985,220-93-2868,17,32,Private,118161,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Doreen People,7/30/1981,550-94-2969,44204,29,Private,201954,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Jaime Smitheram,12/16/1967,180-03-8220,37292,42,Private,150533,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,52,United-States,>50K
+Aidan Moller,8/5/1989,269-69-4517,77728,38,Private,412296,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,28,United-States,<=50K
+Alameda Peplay,10/2/1986,630-32-9864,93197,41,Federal-gov,133060,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Bowie Lewisham,1/16/1962,610-54-0882,6005,44,Self-emp-not-inc,120539,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+Josephina Romaines,10/26/1994,454-77-0752,82486,31,Private,196025,Doctorate,16,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,60,China,<=50K
+Lance Gliddon,9/7/1961,560-73-6492,16038,34,Private,107793,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Shanda Cockland,8/13/1967,641-37-5434,79111,21,Private,163870,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Jany Catling,4/20/2004,401-50-7846,4489,22,Self-emp-not-inc,361280,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,20,India,<=50K
+Basilius Lurcock,3/16/1964,800-80-9866,84276,62,Private,92178,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Tani Philipet,3/13/1954,663-34-3538,66253,19,,80710,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Shirleen Ruggs,6/11/1960,520-44-2839,32133,29,Self-emp-inc,260729,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,1977,25,United-States,>50K
+Quincy Leacy,2/13/1964,645-36-8290,53748,43,Private,182254,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gabriele Gallamore,10/17/1952,143-70-5591,5227,68,,140282,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Livvie Fairy,12/2/1974,397-21-9831,49955,45,Self-emp-inc,149865,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,>50K
+Elke Hansbury,7/6/1996,513-26-7660,92558,39,Self-emp-inc,218184,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1651,40,Mexico,<=50K
+Christoforo Worham,12/30/1994,268-61-3647,51675,41,Private,118619,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+Marline Slowley,9/15/1953,390-68-6313,29778,34,Self-emp-not-inc,196791,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,25,United-States,>50K
+Pinchas Saggers,6/28/1998,133-01-4060,33939,34,Local-gov,167999,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,33,United-States,<=50K
+Kelcie O'Flaverty,12/23/1996,134-09-3827,11097,31,Private,51259,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,47,United-States,<=50K
+Danya Littlemore,7/11/1995,498-04-9936,88394,29,Private,131088,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+Lyon Ladley,6/12/2012,161-35-4416,3355,41,Private,118212,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+Conant Ship,3/31/1973,365-36-1249,93007,41,Private,293791,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Dixie Eardley,1/5/1979,310-56-5268,45314,35,Self-emp-inc,289430,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,Mexico,>50K
+Carleton Debell,3/2/2007,710-02-9428,34421,33,Private,35378,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,>50K
+Anatol Gresty,11/8/1956,315-32-3650,26950,37,State-gov,60227,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Germaine Crauford,11/12/2002,387-42-0890,91368,69,Private,168139,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Adolph Farnell,12/21/1980,596-47-7800,6115,34,Private,290763,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Dahlia MacPaik,1/23/1984,576-89-2637,59073,60,Self-emp-inc,226355,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,2415,70,,>50K
+Leena Bafford,6/21/1963,338-99-2664,82413,36,Private,51100,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Albie Tinghill,10/27/1962,898-15-6666,91146,41,Private,227644,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Marieann Mertel,10/30/1980,813-49-6837,96022,58,Local-gov,205267,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Flo Helm,5/26/1956,108-68-8800,12252,53,Private,288020,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,<=50K
+Moss Cortnay,3/22/1985,203-01-0723,28219,29,Private,140863,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Mandy Jenney,3/9/1955,508-12-0909,77283,45,Federal-gov,170915,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+Dolli Polden,2/11/1958,555-84-4428,86944,34,State-gov,50178,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+Pauli Linfield,1/11/1979,143-51-9110,8629,36,Private,112497,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Bartel Cullotey,10/15/1955,352-51-7050,85723,48,Private,95244,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Amii Adamson,10/8/1965,520-84-1218,39518,20,Private,117606,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Marjorie Kinsella,4/14/1984,215-21-3905,66051,35,Private,89508,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Remington Coldwell,8/28/1954,153-44-9853,29032,63,Federal-gov,124244,HS-grad,9,Widowed,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Eleen Dulinty,10/10/1992,702-42-0092,16199,41,Self-emp-not-inc,154374,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,45,United-States,<=50K
+Tate Faier,5/27/1955,345-07-4505,91715,28,Private,294936,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Allsun Shackleford,6/25/1983,770-70-7786,12279,30,Private,347132,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Rania O'Hagerty,10/8/1997,185-43-0513,88503,34,,181934,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Philomena Wickling,12/10/1956,558-88-4724,61901,31,Private,316672,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Madalyn Kettridge,12/17/1994,572-28-9887,22860,37,Private,189382,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+Camila Hayne,4/29/1976,818-92-8940,77322,42,,184018,Some-college,10,Divorced,,Unmarried,White,Male,0,0,40,United-States,<=50K
+Horatius Rozalski,3/5/1995,896-97-1821,43915,31,Private,184307,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Jamaica,>50K
+Pren Compston,4/29/2010,750-20-2940,32267,46,Self-emp-not-inc,246212,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Wilton Bain,4/23/1984,178-67-9742,46445,35,Federal-gov,250504,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,60,United-States,>50K
+Mirella Nelthropp,7/15/2010,513-05-7495,71701,27,Private,138705,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,53,United-States,<=50K
+Konrad Bullan,7/14/1994,859-77-1790,39964,41,Private,328447,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,Mexico,<=50K
+Herminia Rieme,3/29/1955,108-41-3937,34695,19,Private,194608,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Deanne Moulsdall,2/8/1958,352-08-1926,84503,20,Private,230891,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Willabella Mapother,4/19/2007,600-92-8838,46104,59,Federal-gov,212448,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,40,Germany,<=50K
+Aguste Glendining,8/5/1991,612-49-0336,68298,40,Private,214010,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+Perry Edy,9/19/2005,154-05-3537,77714,56,Self-emp-not-inc,200235,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Dynah Drohun,8/20/1978,456-59-0291,92169,33,Private,354573,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,44,United-States,>50K
+Wandis Croyser,2/15/1959,759-75-4205,2671,30,Self-emp-inc,205733,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Eugenio Hamments,4/8/2006,626-97-5498,19051,46,Private,185041,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Arni Leicester,1/13/2006,695-14-2286,36401,61,Self-emp-inc,84409,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Trevar Gorgen,10/10/1958,844-09-2512,68199,50,Self-emp-inc,293196,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Ahmad Maplethorp,7/5/1966,537-54-9056,90697,25,Private,241626,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Melinda Casino,5/16/1988,613-98-0865,87646,40,Private,520586,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,39,United-States,<=50K
+Rhody Wasiela,4/20/1979,499-59-9699,85629,24,,35633,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,,<=50K
+Towny Filewood,2/15/2002,591-51-4948,39225,51,Private,302847,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,United-States,<=50K
+Ashlie Delamere,12/29/2007,704-99-1096,29181,43,State-gov,165309,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Huntley Kelly,1/18/1962,695-05-8240,61906,34,Private,117529,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,54,Mexico,<=50K
+Lefty Dehn,8/22/1988,725-24-1401,95221,46,Private,106092,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Nanny Borgne,6/29/1982,477-88-1558,3934,28,State-gov,445824,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Alika Barkaway,6/25/2006,232-84-1414,85787,26,Private,227332,Bachelors,13,Never-married,Transport-moving,Unmarried,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Caryl Dickens,6/25/1988,741-90-3738,59569,20,Private,275691,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,28,United-States,<=50K
+Artemas Isacoff,11/1/1966,455-29-3959,66761,44,Private,193459,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+Janna Sparkwell,2/25/1994,624-99-7849,37803,51,Private,284329,HS-grad,9,Widowed,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Karlens Chasier,4/5/1961,169-48-2332,8036,33,Private,114691,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Willis Hendonson,1/20/2012,606-20-7146,63036,54,Private,96062,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Hershel Rosengren,7/4/2001,300-79-3555,82895,50,Private,133963,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,40,United-States,>50K
+Clemente Fomichkin,5/16/1985,310-78-8536,79315,33,Private,178506,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Gun Vorley,10/31/1988,795-60-6481,63764,65,Private,350498,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,10605,0,20,United-States,>50K
+Shandy Troop,1/18/2012,271-31-8353,732,22,,131573,Some-college,10,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+Lola Sweeting,11/28/1954,671-75-4456,84370,88,Self-emp-not-inc,206291,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Terrance Whitnell,9/17/2005,484-59-8797,5291,40,Private,182302,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Calv Daybell,3/17/1997,219-09-7490,45864,51,Private,241346,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Garrek Warters,2/28/1978,419-83-2253,6642,50,Private,157043,11th,7,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Kipper Dibbert,7/25/1997,529-77-2202,19003,25,Private,404616,Masters,14,Married-civ-spouse,Farming-fishing,Not-in-family,White,Male,0,0,99,United-States,>50K
+Georgetta Cumine,6/5/1976,881-36-3365,4696,20,Private,411862,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Kinna Wallas,8/27/2006,534-06-4938,46551,47,Private,183013,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Guillaume Venmore,6/6/1961,735-26-2788,79087,58,,169982,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Osgood Yushkin,8/14/1978,645-15-0696,91672,22,Private,188544,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+Hesther Lawrinson,12/20/1996,836-62-8129,10094,50,State-gov,356619,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+Atalanta Metzke,12/14/1982,719-10-8281,46460,47,Private,45857,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Chip Arrell,1/19/1956,258-49-0112,52383,24,Local-gov,289886,11th,7,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,45,United-States,<=50K
+Boone Newby,8/21/1993,892-69-0076,65142,50,,146015,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Minnie Quince,4/23/1967,278-05-2502,65725,40,Private,216237,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+Karney Mattschas,8/29/2000,386-97-7990,44902,36,Private,416745,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Marnie Ondricek,8/1/1972,745-69-9396,40194,32,Private,202952,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Gladi Boyet,8/26/2009,387-67-9979,83009,44,Private,167725,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Milton Haresnape,3/31/1986,769-35-8908,92566,51,,165637,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Algernon Philipsohn,5/22/1993,489-75-4373,60449,59,Federal-gov,43280,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+Orv Vittet,2/9/1969,541-04-2800,49104,65,Private,118779,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Lorilee Dunkerly,3/19/1990,313-68-6486,27602,24,State-gov,191269,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,65,United-States,<=50K
+Suzie Sleite,5/26/1988,324-12-7545,97561,27,Local-gov,247507,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+Layney Oliveto,3/10/1954,846-11-3575,91855,51,Private,239155,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rudolf Trumpeter,3/27/1991,238-24-4724,84035,48,Private,182862,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Lauralee Raithby,1/14/1986,480-03-0056,95365,39,Private,33886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Cally Teaser,3/6/1957,429-44-6061,34872,28,Private,444304,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Vicki Austins,6/19/1993,535-80-5404,92841,19,Private,187161,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Francene Daid,2/14/2001,771-97-7963,58226,49,Local-gov,116892,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Angel Yourell,6/18/1973,781-69-1248,92509,51,Local-gov,176813,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Cassandra MacKilroe,5/23/1969,406-89-7076,89945,59,Private,151616,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+Halli Flag,1/21/1975,557-49-6743,45221,18,Private,240747,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,Dominican-Republic,<=50K
+Norrie Phillimore,8/18/1955,418-21-5021,32932,50,Private,75472,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,,<=50K
+Doretta Riddlesden,2/17/1974,557-32-9554,9674,45,Federal-gov,320818,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,80,United-States,>50K
+Patti Sylvester,6/6/1972,247-30-8016,22085,30,Local-gov,235271,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Loutitia Jeary,6/8/1979,714-18-8512,99312,37,Private,166497,Bachelors,13,Divorced,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Lynnea Tilling,10/4/1985,174-10-9506,4621,44,Private,344060,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,>50K
+Corabelle Coaten,11/16/1982,278-28-0978,3581,33,Private,221196,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Melina Tocknell,10/9/1951,711-87-5210,15106,61,Self-emp-inc,113544,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Kellina Sieve,8/19/1958,181-97-1803,98607,61,Local-gov,321117,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Thayne Tilley,8/17/1953,248-97-4511,12106,38,Private,79619,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,>50K
+Magdalene McCudden,4/18/1981,109-93-7755,9604,22,,42004,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Dalli Barr,1/21/1972,394-26-9320,6514,36,Private,135289,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Kipp Haggerston,6/5/2009,408-78-7749,39377,44,Self-emp-inc,320984,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5178,0,60,United-States,>50K
+Genni Gueinn,4/20/1989,510-29-6874,6541,37,Private,203070,Some-college,10,Separated,Adm-clerical,Own-child,White,Male,0,0,62,United-States,<=50K
+Leona Scholard,2/10/1989,315-01-2477,45235,31,Private,32406,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,20,United-States,<=50K
+Kathy Kirkness,11/13/2003,682-62-0165,81469,54,Private,99185,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+Olin Kindell,4/22/1956,355-90-3021,46036,20,Private,205839,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Anstice Savill,1/6/1968,898-60-7521,23816,63,,150389,Bachelors,13,Widowed,,Not-in-family,White,Female,0,0,40,United-States,>50K
+Annabela Halsho,9/26/1967,556-39-8995,89144,48,Self-emp-not-inc,243631,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,7688,0,40,United-States,>50K
+Saraann Tolman,4/27/1962,615-02-7539,67579,33,,163003,HS-grad,9,Divorced,,Not-in-family,Asian-Pac-Islander,Female,0,0,41,China,<=50K
+Jorey Worrall,4/4/1967,834-36-3352,27075,31,Private,231263,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,4650,0,45,United-States,<=50K
+Kenneth Bellenger,8/17/1961,854-38-0707,23595,38,Private,200818,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Alexandra Kainz,9/28/2004,320-05-8421,62581,45,Self-emp-not-inc,247379,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Kayley Spellecy,3/11/2011,131-11-6753,50978,48,Private,349151,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Haroun Comizzoli,4/7/1968,161-52-0332,91202,53,Private,22154,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cassius Zuan,5/13/2003,890-18-4197,9434,55,Private,176317,HS-grad,9,Widowed,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Burgess Legen,2/4/2012,840-51-0891,96402,38,Private,22245,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,,>50K
+Ly Vowells,4/1/2008,339-37-0668,95636,29,Private,236436,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lela MacMurray,2/26/1988,372-53-0012,74145,36,Private,354078,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Alic Georgeson,7/15/2001,722-90-0845,70451,42,Self-emp-not-inc,166813,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Cirillo Mault,12/10/1969,301-62-6818,62500,50,Private,358740,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,England,<=50K
+Silvano Avieson,10/17/1969,192-70-7871,8484,75,Self-emp-not-inc,208426,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+Bram Picton,8/17/1963,671-64-6028,3644,46,Private,265266,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+Erek Raubenheimers,1/7/2010,420-77-2187,29640,52,Federal-gov,31838,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Thorsten Dyott,12/10/2003,119-02-9687,92313,27,Private,175034,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ivett Kember,10/30/1961,722-89-3653,25284,43,Private,413297,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Patrizius MacNeice,8/10/1985,891-47-8843,35399,31,Private,106347,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,42,United-States,<=50K
+Belia Adami,7/4/1961,780-95-6046,40653,23,Private,174754,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Lusa Dodgson,2/9/2000,751-08-8975,62175,34,Private,441454,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Kimball Hargrave,5/20/1964,869-83-0597,14616,41,Self-emp-not-inc,209344,HS-grad,9,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,40,Cuba,<=50K
+Chrissy Johnston,9/4/1969,592-10-4157,94897,31,Private,185732,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Kalle MacPaike,10/17/1982,825-85-2522,77392,42,Private,65372,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Morton Sendall,9/8/1973,466-19-0079,20626,35,Private,33975,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+Kalvin Deniske,4/20/1979,564-83-7123,6318,55,Private,326297,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Derk Goudard,11/24/1984,694-46-7633,48929,36,State-gov,194630,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Pryce Glazebrook,1/30/2005,354-66-1619,4652,65,Self-emp-not-inc,167414,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,59,United-States,>50K
+Coleen Hebdon,10/14/1959,516-44-3811,84046,38,Local-gov,165799,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,12,United-States,<=50K
+Madella Edinburough,5/24/1972,205-54-4017,56414,62,Private,192866,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Mike Girke,1/14/2004,499-79-4597,53458,54,Self-emp-inc,166459,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+Kelbee Scimone,2/23/1990,119-13-2554,4711,49,Private,148995,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Neel Gummow,4/26/2011,542-12-2598,51969,34,Private,190040,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Clementius Nielson,10/7/1995,164-32-2130,52304,32,Private,209432,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Trev Bunkle,9/15/1971,704-63-4193,81486,51,Self-emp-inc,229465,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Lenci Bannon,8/8/1972,502-40-6111,55104,48,Self-emp-not-inc,397466,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Angelique Trowell,6/22/1963,395-30-9530,21197,30,Private,283767,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,,<=50K
+Kailey Debold,11/25/1963,260-45-4274,29971,52,Federal-gov,202452,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Torre Kells,9/4/1970,406-83-0738,73625,28,Self-emp-not-inc,218555,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,1762,40,United-States,<=50K
+Peggie Geggie,12/4/2001,307-30-2314,17805,29,Private,128604,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Stoddard McMurthy,1/4/1974,883-57-9463,96834,38,Private,65466,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Violet Lochet,12/21/1978,137-85-4653,46436,57,Private,141326,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Thalia Eagan,6/28/1992,721-45-4163,49187,43,Federal-gov,369468,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Katherina Fielden,12/6/2000,711-08-1027,42094,37,State-gov,136137,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Desirae Harhoff,10/4/1964,238-76-0621,68873,30,Private,236770,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Christoforo Luck,8/30/1989,739-41-0640,83916,53,Private,89534,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,>50K
+Saidee Dahler,5/6/1970,306-58-4772,40110,69,,195779,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+Letitia Loddy,5/24/1986,437-86-6461,1091,73,Private,29778,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+Catriona Ccomini,8/6/1972,838-32-7451,82386,22,Self-emp-inc,153516,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Alexandro Flatt,4/2/1983,455-02-9311,77842,31,Private,163594,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Simone Crosfield,7/12/1984,864-52-0303,7546,38,Private,189623,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+Susi Bover,6/15/2007,142-05-6382,57042,50,Self-emp-not-inc,343748,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Rand Greiser,4/24/1982,531-83-0424,12129,37,Private,387430,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,37,United-States,<=50K
+Benson Paradine,11/27/1992,814-28-5080,29633,44,Local-gov,409505,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Marnie Pitcaithly,11/27/2003,150-31-0439,91168,47,Private,200734,Bachelors,13,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,45,United-States,<=50K
+Nora Heaviside,4/7/2002,175-97-1350,72100,27,Private,115831,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Thorny Brazenor,11/28/1955,591-41-7624,92057,28,Private,150296,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Female,0,0,80,United-States,<=50K
+Annabal Bazire,4/17/1992,766-69-7328,62247,25,Private,323545,HS-grad,9,Never-married,Tech-support,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Feliza Pietzner,3/8/1956,792-90-1822,48122,20,Private,232577,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Jessey Mair,8/25/1957,459-16-8482,43352,51,Local-gov,152754,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Fidel Tooting,9/15/1984,143-63-7281,63305,46,Private,129007,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+Yanaton Adanez,1/21/1953,463-73-3868,73970,67,Private,171584,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,6514,0,7,United-States,>50K
+Caritta Caldwell,3/5/1966,699-65-1317,53276,47,Private,386136,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+Prudy Kuhn,12/10/1959,375-36-1065,19868,42,Private,342865,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Hunt Essberger,3/13/2003,838-73-5172,81341,52,Private,186785,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+Maridel Zanetto,10/13/1982,744-36-8835,13608,42,Federal-gov,158926,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+Ruprecht Playford,7/10/2004,314-72-9305,28531,65,,36039,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Baxy Willes,8/20/1967,501-38-2075,5412,21,Private,164019,Some-college,10,Never-married,Farming-fishing,Own-child,Black,Male,0,0,10,United-States,<=50K
+Katusha McKevin,8/30/1986,250-73-8632,4540,50,Private,88926,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,5178,0,40,United-States,>50K
+Hermina Goodlatt,7/21/1965,582-22-4581,85450,46,Private,188861,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Fanya Sweeny,7/1/2000,409-76-1773,73762,47,Self-emp-not-inc,370119,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Wendeline Paeckmeyer,4/19/1986,876-37-4077,88274,57,Private,182062,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Tonia Bickley,8/15/1963,828-60-0669,13961,37,Private,37238,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Madalena Pantry,4/15/1988,488-80-6247,44885,50,Private,421132,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Vi Gullivent,3/1/1991,133-13-8980,48931,58,,178660,12th,8,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Fania Crew,10/28/1989,279-80-6882,96292,63,Self-emp-not-inc,795830,1st-4th,2,Widowed,Other-service,Unmarried,White,Female,0,0,30,El-Salvador,<=50K
+Rodi Tompion,12/14/2009,501-81-7241,71970,39,Private,278403,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+Mariana Klaaassen,11/21/1952,795-66-7829,5071,46,Private,279661,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,35,United-States,<=50K
+Toiboid Bisp,1/21/1961,223-65-5980,96614,36,Private,113397,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Jyoti Molyneux,8/7/1991,145-07-3367,29264,26,Private,280093,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,50,United-States,<=50K
+Stephie Gorgler,1/23/1955,640-45-1409,45656,21,Private,236696,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,57,United-States,<=50K
+Kristal Champkins,3/18/1995,130-14-5414,57173,41,Private,265266,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Bethanne Thickpenny,11/24/1959,599-10-9203,61796,44,Local-gov,34935,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Novelia Caldecourt,9/22/2010,208-31-2170,56519,22,Private,58222,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Griselda Strank,11/4/1959,446-95-5852,52508,29,Federal-gov,301010,Some-college,10,Never-married,Armed-Forces,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+Reyna Martill,1/28/1968,295-54-1268,15222,29,Private,419721,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,Japan,<=50K
+Goldie Koppke,9/8/1954,894-11-3857,83358,58,Self-emp-inc,186791,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,>50K
+Ruperta Trangmar,2/4/1983,160-78-2253,10781,36,Self-emp-not-inc,180686,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Grete Slimm,10/23/2011,656-73-7001,8437,30,Private,209103,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Peg Prescote,6/24/1988,408-69-1291,10653,37,Private,32668,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,>50K
+Hyman Housiaux,7/15/1957,237-11-2690,63243,29,Private,256956,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Donny Cackett,4/9/1962,593-18-7784,91538,26,Private,202203,5th-6th,3,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+Frank Abrey,12/25/1999,873-06-6989,80931,43,Private,85995,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Vanny Golthorpp,5/29/1960,559-89-0069,43945,49,Private,125421,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,>50K
+Elfrida Filyushkin,8/3/1978,433-24-4108,63927,45,Federal-gov,283037,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Ella Sollas,8/20/1995,389-76-6260,27254,28,Private,192932,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Packston Shury,8/18/1988,145-47-2370,65250,20,,244689,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Sayers Malyon,5/18/1964,611-51-1508,58211,51,Private,179646,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Aldo McGillivray,8/9/1952,318-49-8971,78533,32,Private,509350,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,Canada,>50K
+Ileane Tossell,1/31/1978,814-27-4967,44090,24,Private,96279,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Haleigh Redihalgh,4/19/1955,837-08-6157,87174,35,Private,119098,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+Gaspar Ubanks,9/11/1967,127-99-8794,38122,35,,327120,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Thomasin Loader,6/1/1972,459-24-9258,92006,41,State-gov,144928,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Dena Wickie,6/12/1977,698-77-2511,59394,48,Private,55237,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Tony Coat,11/4/1964,191-61-2218,29657,61,Local-gov,101265,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,1471,0,35,United-States,<=50K
+Burg Timewell,10/2/1984,583-08-6490,79259,20,Private,114874,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Dimitry Dand,4/13/1955,460-99-0929,60200,27,Private,190525,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+Chadwick Ecclestone,11/8/1961,849-98-2164,84972,55,Private,121912,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,24,United-States,>50K
+Mathe Ouldcott,9/19/1976,592-01-3532,42100,39,Private,83893,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Alia Baiden,7/22/1966,192-41-3596,55866,17,,138507,10th,6,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+Marian Burdekin,9/29/2008,591-84-9663,93635,47,Private,256522,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,,<=50K
+Nesta McVee,8/16/1966,399-62-3381,97472,52,Private,168381,HS-grad,9,Widowed,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,>50K
+Jonas Eyam,2/23/1958,108-28-7456,91456,24,Private,293579,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+Shelagh McFie,12/2/2007,624-60-0132,35589,29,Private,285290,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Arlan Rawsthorn,12/3/1991,301-59-8681,59906,25,Private,188488,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+Gaultiero Ludgrove,3/26/2005,229-22-1028,35575,20,Private,324469,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jessalin Surgen,6/23/1967,887-02-5734,50202,23,Private,275244,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+Beniamino Burgot,9/13/1980,611-17-0913,53653,57,Private,265099,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Keriann Klosges,6/28/1972,127-54-1999,44245,51,Private,146767,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Jonathon Leversuch,11/30/2008,369-45-8174,5394,33,Private,40681,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,3674,0,16,United-States,<=50K
+Jamesy Matthewman,2/16/1992,171-92-4606,10184,39,Private,174938,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Chrisy Saffill,11/27/1981,817-20-2854,21126,40,Private,240124,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Ayn Rigney,1/16/2009,733-95-1974,14504,71,Private,269708,Bachelors,13,Divorced,Tech-support,Own-child,White,Female,2329,0,16,United-States,<=50K
+Hyacinthia Shulem,3/24/1975,579-31-8848,5913,38,State-gov,34180,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Cati Jacquemot,11/9/1998,652-81-1586,2751,28,State-gov,225904,Prof-school,15,Never-married,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+Wendall Lawrance,5/14/1968,713-80-6508,98806,57,Private,89392,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Darbie Kemer,10/7/2000,628-54-7188,6706,47,Private,46857,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Layla Wannop,3/17/1972,643-39-3923,16001,59,State-gov,105363,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Alicea Brideaux,4/9/1997,689-19-0971,90211,26,Private,195105,HS-grad,9,Never-married,Sales,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+Agatha Francescone,7/21/1969,495-85-2323,41355,35,Private,184117,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Dougie Quincey,11/22/1991,797-57-3739,30662,61,Self-emp-inc,134768,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,>50K
+Aldis Loutheane,1/21/1997,838-26-2302,62818,17,,145886,11th,7,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+Allayne Richardes,7/31/1988,606-73-7346,70329,36,Private,153078,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,,>50K
+Nicolina Littledike,7/23/1971,723-25-3304,53844,62,,225652,7th-8th,4,Married-civ-spouse,,Husband,White,Male,3411,0,50,United-States,<=50K
+Creighton Crace,3/8/2000,782-37-9494,31920,34,Private,467108,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+Nappie Cubitt,10/24/1980,243-49-1013,73166,32,Self-emp-inc,199765,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,50,United-States,>50K
+Edgard Rennolds,8/29/2010,790-68-0567,37446,42,Private,173938,HS-grad,9,Separated,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Selie Barnewall,5/11/2001,264-35-0244,23197,39,Private,191161,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Chip Jeaneau,7/20/1996,531-52-2883,60472,58,Private,132606,5th-6th,3,Divorced,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Marge Erasmus,9/5/1964,502-02-0381,99213,61,Self-emp-not-inc,30073,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1848,60,United-States,>50K
+Andria Banger,9/27/2007,347-25-8116,72207,40,Private,155190,10th,6,Never-married,Craft-repair,Other-relative,Black,Male,0,0,55,United-States,<=50K
+Danita Swindon,7/25/2000,109-88-6284,12396,31,Private,42900,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,37,United-States,<=50K
+Fionnula Stivey,11/1/1980,469-02-9435,1245,36,Private,191161,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Sanson Grumell,11/30/2008,228-34-3984,34963,23,Private,181820,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Skippie Bryden,4/12/1967,512-61-9151,78642,33,Private,105974,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,41,United-States,<=50K
+Gibb Checcucci,11/23/2007,719-73-9071,76126,52,Private,146378,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Ebonee Casarino,11/6/1955,147-70-2994,77506,22,Private,103440,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Irvine Ricks,9/28/1985,462-87-6534,39389,51,Private,203435,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,Italy,<=50K
+Brennan Grzes,4/19/1963,163-07-7944,6468,31,Federal-gov,168312,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Doti Jachimczak,12/18/2005,502-79-1373,78700,49,Self-emp-inc,257764,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Phyllis Kneath,4/10/1981,587-26-9037,65346,49,Private,171301,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+Luke Saenz,8/25/1960,638-09-0673,96381,53,Federal-gov,225339,Some-college,10,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Jessamine Tynan,3/26/2005,855-56-2925,14739,52,Private,152234,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,99999,0,40,Japan,>50K
+Allison Siemens,12/27/1964,145-08-1539,46694,20,Private,444554,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Ainsley Doud,12/2/1970,544-44-8227,9472,26,Private,403788,Assoc-acdm,12,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Terri-jo Reisin,4/12/1974,145-39-1539,40286,61,,190997,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+Bryn Torrance,12/18/1986,302-57-1645,75527,43,Private,221550,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,30,Poland,<=50K
+Briny MacTrusty,10/15/1953,335-27-9854,8210,46,Self-emp-inc,98929,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+Klarrisa Gillingham,12/28/2010,135-73-4251,94315,43,Local-gov,169203,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Fredia Shaxby,1/21/1961,339-21-5007,2350,41,Private,102332,HS-grad,9,Divorced,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Emmet Morais,4/2/1959,604-89-0395,90730,44,Self-emp-not-inc,230684,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Mirelle Ranyard,9/9/1997,182-21-5808,35164,54,Private,449257,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Pippa Vowdon,10/28/1995,186-30-6265,68650,65,Private,198766,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,20051,0,40,United-States,>50K
+Eloise Woodger,10/31/1970,765-26-3763,63717,32,Private,97429,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Canada,<=50K
+Amata Brakespear,1/6/1973,563-83-5203,53590,25,Private,208999,Some-college,10,Separated,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Hobart Earey,9/12/1972,861-15-4277,64309,23,Private,37072,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Tessa Hinrichsen,3/26/2003,575-79-2409,58501,25,Local-gov,163101,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Roz Barg,6/8/1954,564-93-2888,81910,19,Private,119075,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+Liesa Rodder,10/25/1958,129-38-4204,70257,37,Self-emp-not-inc,137314,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Wynn Chaudhry,1/27/1995,234-75-6288,99862,45,Private,127303,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+Earle Millott,5/19/2000,643-57-3180,76546,37,Private,349116,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,44,United-States,<=50K
+Wyatt Scullin,3/1/1969,339-73-5294,67290,40,Self-emp-not-inc,266324,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Male,0,1564,70,Iran,>50K
+Rhetta Demonge,8/25/1991,212-68-8867,69139,19,,194095,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Kaleena Hallum,8/25/1989,572-83-4533,72032,17,Private,46496,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,5,United-States,<=50K
+Kellen Dougharty,8/5/1976,363-94-6846,46179,27,Private,29904,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Martica Roome,5/7/2007,261-19-6854,96365,40,Local-gov,289403,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,1887,40,,>50K
+Berky Pilcher,9/20/1978,665-08-7448,85725,59,Private,226922,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,1762,30,United-States,<=50K
+Martie Hotson,7/8/2003,863-76-4367,31552,19,Federal-gov,234151,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Gareth Valente,10/31/1989,812-37-4473,94197,43,Private,238287,10th,6,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Nevins Geraudel,12/8/1979,589-68-6326,19925,42,Private,230624,10th,6,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,>50K
+Sindee Breckell,3/19/1982,209-42-6608,27385,54,Private,398212,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,5013,0,40,United-States,<=50K
+Tessy Elnough,6/5/1994,658-62-2012,71535,54,Self-emp-not-inc,114758,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Bryon Knutsen,6/29/1993,551-40-9442,57880,51,Private,246519,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2105,0,45,United-States,<=50K
+Bendix Reedman,9/28/1993,482-15-8454,9988,50,Private,137815,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Chandler Bocke,4/4/2010,639-36-5896,81336,40,Private,260696,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Krystalle Ecles,9/14/1960,777-09-8095,6981,55,Private,325007,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,25,United-States,<=50K
+Ellary Copper,2/2/2002,817-91-5310,85680,50,Private,113176,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cello Outlaw,11/9/2008,803-73-7406,34974,31,Private,66815,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Jacinta Fibben,1/11/1983,377-24-4336,53579,42,,51795,HS-grad,9,Divorced,,Unmarried,Black,Female,0,0,32,United-States,<=50K
+Marlyn Doulton,11/16/1997,331-15-2584,59576,24,Private,241523,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,45,United-States,>50K
+Emmalee Glendza,8/29/1996,710-13-9982,3350,30,Private,30226,11th,7,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Kimmy Dover,5/30/1995,627-49-3862,94418,39,Local-gov,352628,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,50,United-States,>50K
+Roderich Amiss,10/22/1987,467-66-7508,67226,37,Private,143912,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Randi Spandley,3/27/1969,449-70-1639,27209,33,Private,130021,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Horst Covil,7/15/2010,232-48-2503,94434,48,Private,329778,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Davine O'Giany,6/10/1983,710-63-0748,93027,43,Self-emp-inc,196945,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,78,Thailand,<=50K
+Raquela de Keyser,8/28/1989,675-95-0818,94436,39,Private,24342,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Katha Wernher,10/16/1975,258-02-2483,39609,53,Private,34368,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Rosetta Dudny,3/23/1961,161-45-9475,59902,52,Self-emp-not-inc,173839,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Melodee Pumphrey,11/7/1985,201-38-3673,24100,28,State-gov,73211,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+Mildred Dabels,5/6/1963,407-69-5281,11767,32,Private,86723,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Tabb Plumbridge,12/27/1963,703-89-6997,8645,31,Private,179186,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,0,0,90,United-States,>50K
+Galen Ghioni,1/3/1998,118-50-7797,91249,31,Private,127610,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Shawnee MacQueen,10/10/1973,844-44-7452,43934,47,Private,115070,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Enrichetta Carsberg,8/8/1974,779-91-2480,71788,19,,172582,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+Hettie Gemeau,2/12/1952,867-05-3685,39230,40,Private,256202,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Cherri Dunnett,12/15/1954,318-89-2051,97759,40,Private,202872,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+Clyve Bagshaw,3/13/2002,694-55-0206,70313,41,Private,184102,11th,7,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hammad Parfitt,8/16/1967,238-19-3787,92678,53,Federal-gov,130703,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Cacilie Pickin,4/5/1967,387-99-8717,62385,46,Private,134727,11th,7,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,0,0,43,Germany,<=50K
+Laurice Abramamovh,2/5/2003,274-81-8999,18203,45,Self-emp-inc,36228,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,4386,0,35,United-States,>50K
+Natty Leaning,10/21/1989,555-83-4236,13715,39,Private,297847,9th,5,Married-civ-spouse,Other-service,Wife,Black,Female,3411,0,34,United-States,<=50K
+Carmelita O'Shee,3/19/1955,718-55-6012,66599,19,Private,213644,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Retha Sisley,12/29/1979,715-43-6055,4842,57,Private,173796,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+Ken Rustedge,6/25/2000,226-94-4181,69527,49,Private,147322,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Peru,<=50K
+Misha Doerling,5/16/1993,372-29-5033,66711,59,Private,296253,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bamby Skill,7/21/1984,289-12-0668,24138,32,Private,180871,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+Gloriane Rembaud,11/8/1996,251-57-8188,76525,18,,169882,Some-college,10,Never-married,,Own-child,White,Female,594,0,15,United-States,<=50K
+Henri Akrigg,8/26/1990,719-99-4906,50711,35,State-gov,211115,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Penni Slatford,9/19/1999,710-54-5935,97465,58,Self-emp-inc,183870,10th,6,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,40,United-States,<=50K
+Fonzie Surpliss,1/13/1967,232-39-9436,28472,28,Private,441620,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,43,Mexico,<=50K
+Nadeen Bauduccio,4/15/1984,390-39-0801,98027,36,Federal-gov,218542,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Adel Reinhard,10/20/1999,801-56-5849,73885,41,Self-emp-not-inc,141327,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+Shelley Drew,11/13/1962,136-92-2321,14950,47,Private,67716,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Barny Bachshell,6/20/2010,195-42-7470,56464,50,Self-emp-inc,175339,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,60,United-States,<=50K
+Sammie Gendricke,9/12/1967,346-22-8743,17827,61,,347089,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+Puff Wilcockes,3/25/2007,844-31-4318,19238,36,Private,336595,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Amberly Blase,7/27/2010,208-21-5116,55139,38,Private,27997,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Klemens Allbones,4/19/1994,119-03-8253,42519,56,Self-emp-not-inc,145574,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,1902,60,United-States,>50K
+Alicea Dinkin,9/23/1970,151-18-6823,96638,50,Private,30447,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Reggi McIntee,5/5/1962,661-69-6393,76531,45,Self-emp-not-inc,256866,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5013,0,40,United-States,<=50K
+Walliw Hilbourne,4/21/1980,645-45-4017,51466,44,Self-emp-not-inc,120837,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,66,United-States,<=50K
+Nollie Sakins,6/16/1974,805-66-9614,62926,51,Private,185283,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Erhart Wilgar,4/18/1968,822-76-8581,36520,44,Self-emp-inc,229466,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Caroline Lawson,11/3/2001,189-71-1122,60144,25,Private,298225,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Tybi Rantoull,10/9/2009,379-05-8945,91523,60,Private,185749,11th,7,Widowed,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Foss Moralas,12/29/1996,146-99-0138,90981,17,,333100,10th,6,Never-married,,Own-child,White,Male,1055,0,30,United-States,<=50K
+Carine Chazerand,8/15/1975,242-52-7135,36534,49,Self-emp-inc,125892,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Patrizius Dumbell,3/26/1954,368-52-1028,70192,46,Private,563883,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+Carly McIlharga,7/28/1964,488-60-8948,63093,56,Private,311249,HS-grad,9,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,38,United-States,<=50K
+Lindi Matheson,5/18/1972,257-60-2967,74279,25,Private,221757,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,45,United-States,<=50K
+Wood Ezzle,11/27/2008,448-70-9807,18863,22,Private,310152,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Yoshiko Dovermann,5/9/1985,177-80-9434,486,76,,211453,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,2,United-States,<=50K
+Martino Bryson,6/16/1975,286-37-3499,9711,41,Self-emp-inc,94113,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Scottie Nunnerley,1/12/1961,553-94-8746,19246,48,Self-emp-inc,192945,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Devon Cahen,1/31/1958,142-92-2198,82252,46,Private,161508,10th,6,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Gardener Brabyn,2/16/2001,812-05-7330,68317,30,Private,177675,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+Sophronia MacKeig,9/16/1974,503-07-2417,98874,39,Private,51100,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Richmound Woodwind,1/24/2008,356-09-9325,68475,40,Private,100584,10th,6,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Robert Boosey,2/12/1985,662-01-0011,28958,70,Federal-gov,163003,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Delcine Chopy,7/19/1955,146-84-5031,65191,35,Private,67728,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,45,United-States,<=50K
+Frasco Carlson,10/15/1984,677-75-3115,46826,49,Private,101320,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,75,United-States,<=50K
+Karissa Kernley,3/9/1980,200-82-8061,43083,24,Private,42706,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Flossie Spinello,4/1/2009,300-43-3395,30010,40,Private,228535,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,36,United-States,>50K
+Findley Howden,10/19/1974,650-29-1336,24438,61,Private,120939,Prof-school,15,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,5,United-States,>50K
+Hort Brackenridge,11/22/2006,302-61-0630,75210,25,Private,98283,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Aridatha McLewd,9/28/1990,195-05-8929,62421,28,Local-gov,216481,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Courtenay Vedyasov,11/3/1986,752-63-7539,78075,69,State-gov,208869,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,11,United-States,<=50K
+Inge Bille,3/27/1981,295-68-3864,55561,22,Private,207940,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,36,United-States,<=50K
+Sharline Coan,4/22/1967,435-54-4647,32418,47,Private,34248,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+Keslie Gascard,12/5/1999,755-87-1502,36895,38,Private,83727,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,48,United-States,<=50K
+Gayleen Flode,5/1/1961,427-27-1279,4430,26,Private,183077,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Berrie Weymouth,11/3/2011,273-30-3511,93755,17,Private,197850,11th,7,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,24,United-States,<=50K
+Stephan Meegin,3/1/1969,841-32-9068,75621,33,Self-emp-not-inc,235271,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Thomasine Coggan,8/21/2005,600-17-6110,55444,43,Self-emp-not-inc,35236,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jada Isac,5/8/1958,614-38-4450,8759,58,Private,255822,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Lizzie Bellay,4/23/1960,270-43-8780,83664,53,Self-emp-inc,263925,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,99999,0,40,United-States,>50K
+Cori Ault,3/25/1975,463-85-2041,92844,26,Private,256263,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Nonah Damper,8/13/1952,403-94-6684,29333,43,Local-gov,293535,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+Myer Iacopini,1/9/2010,197-25-5380,62807,31,Private,209448,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,2105,0,40,Mexico,<=50K
+May Slad,4/22/2000,426-35-3150,90570,30,Private,57651,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,2001,42,United-States,<=50K
+Gerard Bonehill,9/17/1961,605-05-8151,49360,25,Private,174592,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Dareen Durdy,2/11/2010,776-17-3639,70010,57,Federal-gov,278763,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Georgy Sturley,1/24/1998,236-34-3765,43145,37,Private,175232,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,>50K
+Cybil Skarin,5/16/1982,170-42-0173,76821,32,Private,402812,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+Annadiana Mundow,5/30/1957,496-88-4145,59792,26,Private,101150,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,41,United-States,<=50K
+Hodge Cathrall,6/30/1984,835-86-2117,72060,45,Private,103538,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Paolo Lowers,5/19/1965,534-20-8008,25975,53,State-gov,156877,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,15024,0,35,United-States,>50K
+Thorstein Gonzalo,8/2/2000,285-51-5504,93020,27,Private,23940,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Carlynne Pressey,8/20/1998,835-03-1642,84458,28,Self-emp-inc,210295,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Franky Wathan,7/14/1998,407-85-6621,55655,32,Private,80058,11th,7,Divorced,Sales,Not-in-family,White,Male,0,0,43,United-States,>50K
+Rozelle Kristoffersen,4/27/1961,246-13-9688,89624,35,Private,187119,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,1980,65,United-States,<=50K
+Evey Skittrell,11/27/1994,254-37-1715,53484,36,Self-emp-not-inc,105021,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Livia Winkett,8/24/2007,864-82-0488,55226,19,Private,225775,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Olympe Gatesman,12/11/1988,356-34-2099,7428,37,Self-emp-inc,395831,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+Arly Andrea,7/31/1982,203-97-7477,94958,49,Private,50282,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,3325,0,45,United-States,<=50K
+Eugenius Bolmann,3/24/1982,676-22-0847,21296,20,Private,32732,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Wright Coughlin,2/1/1991,335-20-4606,71863,64,Self-emp-inc,179436,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+Donni McIlwrath,4/6/2007,544-63-5679,66584,60,,290593,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Gavin Shaefer,7/5/1951,503-48-4315,97719,32,Private,123253,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+Graeme Dormand,4/13/1965,317-17-0348,64481,58,State-gov,48433,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Burt Buxsey,7/17/1976,478-31-2810,3535,42,Private,245317,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Jayne Duffell,10/10/1973,649-55-2662,28417,20,Private,431745,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,14,United-States,<=50K
+Linnie Divver,3/8/2011,664-75-0714,43072,42,State-gov,436006,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Robbyn Pratley,12/18/1967,687-59-5048,11448,25,Private,224943,Some-college,10,Married-spouse-absent,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Celestyna Erlam,10/23/1952,249-27-9765,55937,30,Self-emp-not-inc,167990,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,65,United-States,>50K
+Carmelia Musico,10/28/1961,394-55-5208,50051,37,Self-emp-inc,217054,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Lina Langston,5/16/1965,445-71-5664,14348,66,Self-emp-not-inc,298834,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Rudie Huggon,12/19/1977,436-98-6322,5413,59,Self-emp-inc,125000,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,England,>50K
+Hazlett Akaster,8/10/1995,409-53-4475,54658,44,Private,123983,Bachelors,13,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+Ivie McPhater,10/1/1983,853-69-1740,39155,46,Private,155489,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,58,United-States,>50K
+Hildagard Plews,10/9/1989,606-57-3496,65902,59,Private,284834,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,2885,0,30,United-States,<=50K
+Angele Adney,7/9/2003,156-41-0942,94770,25,Private,212495,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,1340,40,United-States,<=50K
+Zelda Ida,6/30/1961,506-07-4115,81327,17,Local-gov,32124,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,9,United-States,<=50K
+Cordy Kullmann,2/19/2011,136-17-1655,38293,47,Local-gov,246891,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Ruby Shory,3/26/1986,393-11-6523,73936,47,State-gov,141483,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kurt Westnage,12/2/1952,397-72-8322,57779,30,Private,31985,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Alf Cornuau,5/22/1975,523-83-6526,76471,20,Private,170800,Some-college,10,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+Ronalda Paffett,6/23/1992,882-25-9438,91151,26,Local-gov,166295,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,2339,55,United-States,<=50K
+Jacquelin Nordass,12/24/1978,744-42-5298,45230,20,Private,231286,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,15,United-States,<=50K
+Gabriella Blaymires,5/15/1962,513-40-8480,42650,33,Private,159322,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+Lenna Kestian,4/21/1967,250-91-7529,23510,48,Private,176026,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Tedra Glowacha,3/23/1965,474-53-1521,61786,52,Private,118025,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+Karol Meechan,3/18/1975,368-09-4043,36989,37,Private,26898,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,12,United-States,<=50K
+Valerie Duchateau,1/30/1985,259-35-2393,99122,47,Private,232628,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Corilla Rogerson,4/7/1990,805-81-4991,74226,40,Private,85995,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Ronalda Ensor,1/20/1959,125-06-6945,64175,48,Private,125421,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+Nick Mabbitt,4/7/2000,417-74-4031,84548,49,Private,245305,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,42,United-States,>50K
+Renee Winspur,8/31/1963,321-69-6153,83609,50,Private,73493,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vance Linkin,3/24/1954,579-54-2665,57395,30,Private,197058,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bernita Burne,1/11/2009,632-96-1983,16301,34,Private,122116,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Roseanna MacAree,3/23/2012,680-27-9317,78785,43,Private,75742,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Kyla Fobidge,10/2/1956,740-29-4395,45768,22,Private,214731,10th,6,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Evelin Boddam,10/14/1984,299-68-7074,96580,35,Private,265954,HS-grad,9,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Misha Philipard,11/25/1951,331-07-0056,3947,26,State-gov,197156,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+Bart Veck,9/6/2004,491-63-3684,9075,62,Private,162245,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1628,70,United-States,<=50K
+Garth Girardeau,12/5/2000,323-80-2591,68785,39,Local-gov,203070,HS-grad,9,Separated,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Corbie Bosse,7/1/1980,646-92-0485,80496,59,Local-gov,165695,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Wilfred Siddaley,7/4/1979,178-94-1378,29812,69,,473040,5th-6th,3,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Richardo Tribell,4/2/2009,470-10-3514,56654,27,Private,168107,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Juieta Davidzon,9/9/2001,329-24-1164,82410,17,Private,163494,10th,6,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+Mendie Lewisham,1/6/1982,457-37-3959,10246,38,Private,180342,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Sylvia Reams,12/14/1967,612-85-5134,67209,41,Private,122381,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,50,United-States,>50K
+Carmel Avramovich,1/20/2012,831-45-3850,97269,27,Private,148069,10th,6,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Neal Padefield,2/18/1977,663-37-2985,11135,23,Private,200973,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Marco Gilhespy,12/6/2005,686-24-7801,53824,17,Private,130806,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,24,United-States,<=50K
+Valene Magson,11/3/1950,416-63-8322,99897,56,Private,117148,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Thomas Breheny,11/28/1960,443-08-3363,97084,24,Private,213977,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lena Diwell,6/18/1996,799-82-7235,57899,62,Private,134768,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,,>50K
+Frederique Sprigings,12/2/2007,890-87-0801,49209,44,Private,139338,12th,8,Divorced,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Mason Rowston,3/16/1970,600-53-6663,32328,23,Private,315877,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Darla Salerg,5/2/1952,318-42-9739,84544,41,Self-emp-not-inc,195124,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,50,,<=50K
+Hinda Bouch,7/15/1980,340-96-5598,27554,25,Private,352057,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Annamaria Skittle,12/19/2010,195-69-0167,85074,21,Private,236684,Some-college,10,Never-married,Other-service,Other-relative,Black,Female,0,0,8,United-States,<=50K
+Ruperta Byrne,12/14/1954,750-51-3852,35595,18,Private,208447,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,6,United-States,<=50K
+Brewster Ardron,6/6/1996,429-72-5802,55023,45,Private,149640,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Hilda Dore,1/25/2003,339-31-8372,20273,75,,111177,Bachelors,13,Widowed,,Not-in-family,White,Female,25124,0,16,United-States,>50K
+Thoma Farrington,9/11/1998,727-01-1513,47982,51,Private,154342,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Sibylle Sokill,12/8/1981,707-22-3205,38118,42,Federal-gov,141459,HS-grad,9,Separated,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Merell Kryszkiecicz,5/18/2007,521-28-6153,28479,47,Private,111797,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,Outlying-US(Guam-USVI-etc),<=50K
+Nanete Iacovucci,11/28/2004,206-41-5006,41381,29,Private,111900,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Barty Bundock,5/9/1965,526-12-7770,5308,33,Private,78707,11th,7,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Barty Alexsandrov,3/15/1967,355-19-3385,82798,43,Local-gov,160574,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Abran Buttel,3/24/1969,799-27-1970,71806,20,,174714,Some-college,10,Never-married,,Own-child,White,Male,0,0,16,United-States,<=50K
+Emmit Geindre,4/24/1986,153-39-7540,13344,19,,62534,Bachelors,13,Never-married,,Own-child,Black,Female,0,0,40,Jamaica,<=50K
+Lesli Kock,10/26/1976,204-47-2728,66800,44,Private,216907,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+Zerk Nossent,10/11/2006,878-09-9363,46310,24,Private,198148,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Audie Samways,8/29/1985,769-17-5223,41158,19,Private,124265,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Loni Davisson,4/8/1955,266-10-1359,66829,49,,261059,10th,6,Separated,,Own-child,White,Male,2176,0,40,United-States,<=50K
+Mira Foort,11/6/1951,578-69-4248,39982,52,Private,208137,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Hattie Vicar,9/30/1952,180-30-6816,9157,38,Self-emp-not-inc,257250,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Antonio Bridell,11/3/1964,283-82-1257,31303,24,State-gov,147253,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Rebbecca Wantling,7/19/1956,266-74-3209,32985,32,Local-gov,244268,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Xylia Colter,5/2/1974,885-73-1562,7612,72,,213255,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+Luella Roath,5/30/1975,458-59-8060,72807,26,Private,266912,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Kelli Hazeltine,7/23/2001,600-36-9438,3875,31,Private,169104,Bachelors,13,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Winifred Gimeno,4/27/1960,565-21-2272,49090,29,Private,200511,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Ginnifer Bedingfield,9/16/1977,462-85-4758,98922,39,Private,128715,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,10520,0,40,United-States,>50K
+Maryanne Yanyshev,11/15/1970,171-78-6761,67651,48,Self-emp-not-inc,65535,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Donelle Fraulo,5/11/2007,649-83-7361,12530,40,Private,103395,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Dodi Ferran,9/20/1974,300-65-3683,23959,51,Private,71046,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,Scotland,<=50K
+Alain Skellern,9/4/1965,202-09-9539,61853,28,Self-emp-not-inc,125442,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Elita Bithell,2/22/1956,328-97-3960,66233,22,Private,169188,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+Maximo Brugger,10/6/1975,239-36-7347,61449,23,Private,121471,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Devina Symmers,1/5/1963,125-95-5530,17837,65,Private,207281,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,16,United-States,<=50K
+Nell August,5/30/1958,335-81-9587,87156,26,Local-gov,46097,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Quinn Payn,1/20/1979,388-55-3786,62527,20,,206671,Some-college,10,Never-married,,Own-child,White,Male,1055,0,50,United-States,<=50K
+Vicki Standish-Brooks,12/6/1977,558-70-2382,21763,55,Private,98361,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,,>50K
+Magdalena Purves,5/18/1989,250-89-3816,33943,38,Self-emp-not-inc,322143,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,10,United-States,<=50K
+Leeland Thurbon,8/20/1966,392-51-7489,5137,33,Private,149184,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,>50K
+Caryl Ragsdall,3/15/2004,329-25-4157,16825,33,Local-gov,119829,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,60,United-States,<=50K
+Mylo Ibeson,12/15/1973,536-60-1015,58266,37,Private,910398,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Shel De Ortega,12/30/1995,274-84-9810,50156,19,Private,176570,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,60,United-States,<=50K
+Philis Sanper,1/6/1987,551-54-6375,44157,24,Private,216129,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Susanne MacMakin,2/19/1981,358-75-4171,54098,30,Private,27207,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Boyce Vereker,9/27/1966,363-36-0144,54120,57,State-gov,68830,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Britney Slobom,10/16/2005,306-22-7872,68129,22,State-gov,178818,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+Janessa Hanwell,7/16/1964,241-72-1926,79009,57,Private,236944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,>50K
+Sharlene McTrusty,8/11/1976,178-11-9174,476,46,State-gov,273771,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Nan Nanetti,3/23/1954,686-87-1470,77764,67,Private,318533,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,<=50K
+Giraud Barnicott,3/6/1992,785-48-1998,60842,35,,451940,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Abeu Warr,4/13/2009,737-16-6398,42281,47,Private,102318,HS-grad,9,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Damara Sweetlove,7/31/1999,167-90-5427,28828,39,Private,379350,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dionysus Frill,7/15/1969,804-62-3725,68190,50,Private,21095,Some-college,10,Divorced,Other-service,Unmarried,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Monika Kyle,2/16/1978,547-67-6147,30625,58,Self-emp-not-inc,211547,12th,8,Divorced,Sales,Not-in-family,White,Female,0,0,52,United-States,<=50K
+Nadiya Rizzi,8/11/1990,287-38-3810,2004,36,Private,85272,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+Dulci Maruszewski,4/6/1983,193-86-3681,93795,45,Private,46406,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,England,>50K
+Barnabe Hayball,8/19/2012,321-54-0598,73199,54,Private,53833,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Junette Harbottle,7/19/1987,210-49-4010,39873,26,Private,161007,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Denni Brawley,4/27/1955,648-05-0396,33794,60,Private,53707,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Joelynn Grigs,3/30/2011,417-57-4661,23719,46,Private,370119,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+Way Stavers,4/20/1964,216-68-2001,84454,26,Private,310907,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,<=50K
+Franky Kenaway,3/22/1962,501-78-1745,68905,32,Private,375833,11th,7,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Davida Gooderridge,8/7/1955,206-67-8880,35342,38,Local-gov,107513,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Darby Oswal,1/7/2003,406-18-1147,8754,48,Self-emp-not-inc,58683,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Adina Hanfrey,4/16/1992,640-70-5206,36310,44,Self-emp-not-inc,179557,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+Chastity Janovsky,7/25/1985,782-49-1689,18609,37,Private,70240,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Raimondo Bleier,11/13/1992,636-98-5154,20082,44,Private,147206,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Travis Trafford,12/20/1966,626-32-7658,18260,31,Private,175548,HS-grad,9,Never-married,Other-service,Not-in-family,Other,Female,0,0,35,United-States,<=50K
+Brittany Torel,12/17/1950,355-54-4282,36412,61,Self-emp-not-inc,163174,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Jory McPartlin,11/22/2001,472-68-5094,16581,51,Private,126010,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cory Lippitt,12/25/2011,119-72-4405,27038,52,Private,147876,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,15024,0,60,United-States,>50K
+Magdalena Buddle,1/31/2005,888-66-3573,82956,45,Private,428350,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,1740,40,United-States,<=50K
+Leontine Augie,8/10/1956,116-05-3946,42343,36,,200904,Assoc-acdm,12,Married-civ-spouse,,Wife,Black,Female,0,0,21,Haiti,<=50K
+Alidia Aizlewood,8/3/2006,148-18-3836,44850,39,Private,328466,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,2407,0,70,Mexico,<=50K
+Edsel Gresham,1/30/1954,117-92-1913,95045,67,Local-gov,258973,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Leland Heild,10/26/1956,182-44-1867,19701,40,State-gov,345969,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Goldina Petrelluzzi,11/1/2005,472-61-1398,30046,27,Private,127796,5th-6th,3,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+Dode Boughen,11/23/2011,176-01-8303,69607,37,Private,405723,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Hestia Hamby,11/22/2008,782-29-8863,84885,57,Private,175942,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Charyl Rowswell,4/18/1997,491-79-7746,65309,27,Private,284196,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lurette Rosen,9/8/1992,802-18-2207,96583,28,Private,89718,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,2202,0,48,United-States,<=50K
+Bert Garrish,6/25/2010,721-36-1753,25836,34,Self-emp-inc,175761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Mercie Lomath,7/19/1977,437-72-9119,43017,54,Private,206369,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,50,United-States,>50K
+Florette Gegg,9/5/1977,812-95-4468,19766,52,Private,158993,HS-grad,9,Divorced,Other-service,Other-relative,Black,Female,0,0,38,United-States,<=50K
+Traci Sorrell,11/13/2002,103-25-5635,46472,42,Private,285066,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Belia McLaren,12/30/1990,392-17-0661,69948,48,Private,126754,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+Clementia Reary,7/6/1995,199-09-9743,67059,65,State-gov,209280,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,6514,0,35,United-States,>50K
+Gabriell Pettis,3/30/1959,489-07-2474,96382,55,Self-emp-not-inc,52888,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,10,United-States,<=50K
+Colas Treswell,8/24/1994,212-40-3590,25209,71,Self-emp-inc,133821,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+Matty Sidary,11/13/2001,462-45-3838,41072,33,Private,240763,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Hewett Layland,11/11/1960,248-08-8885,12752,30,Private,39054,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Chrotoem Gianolini,5/8/1970,536-04-5506,70663,35,Private,119272,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Regen Lambshine,9/30/1973,430-43-8950,17673,59,Private,143372,10th,6,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Toddy Redsell,12/18/2003,730-22-7072,17167,19,Private,323421,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Brenna Andino,9/8/1996,364-32-2862,48840,36,Self-emp-not-inc,136028,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Aleen Tizard,4/14/2001,628-32-8340,98989,26,Self-emp-not-inc,163189,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Lothario Kenworthey,11/4/1970,662-88-4379,24354,34,Local-gov,202729,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Samantha Marple,2/28/1960,868-43-6779,92626,41,Private,421871,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Tandie Milham,7/9/1958,410-25-9673,41744,44,Private,120277,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,Italy,>50K
+Titus Lerwell,9/1/2006,817-68-8804,24658,26,,211798,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Merna Giacopini,9/6/2010,687-42-1096,45988,47,Private,198901,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+Nollie Lavies,8/26/1977,166-94-6582,27161,18,Private,214617,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,16,United-States,<=50K
+Arturo Darell,3/5/1991,172-34-6740,6904,55,Self-emp-not-inc,179715,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,18,United-States,<=50K
+Maribelle Ker,9/30/1982,692-74-3408,21979,49,Local-gov,107231,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,40,United-States,<=50K
+Blayne Tranfield,12/3/2001,529-44-7708,87634,44,Private,110355,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Frederica Chivers,6/22/2012,513-74-5319,49515,43,Private,184378,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Felipe Hould,11/19/2007,225-28-8744,82404,62,Private,273454,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Cuba,<=50K
+Lotty O'Donnelly,1/11/2005,241-96-8588,92070,44,Private,443040,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Salem Trevers,1/21/1957,210-56-5836,96985,39,,71701,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Foster Pietruschka,5/23/2006,377-28-5729,91246,50,Self-emp-inc,160151,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Mona Connachan,2/12/1972,853-70-6573,14323,35,Private,107991,11th,7,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Coreen Jeanet,1/11/1968,463-06-0265,45943,52,Private,94391,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Aldo Culbard,12/2/1975,592-17-8579,52219,46,Private,99835,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Theodosia Marke,10/25/1977,869-44-6237,2690,44,Private,43711,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+Martin Golborne,3/17/1971,812-19-5191,66258,43,Private,83756,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+Aeriela Kloser,3/31/1982,183-13-7286,90393,51,Private,120914,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2961,0,40,United-States,<=50K
+Bil Ternott,2/13/1958,330-35-8990,84813,20,Private,180052,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Raff Worgan,3/6/1973,474-01-0292,29780,47,Private,170846,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Italy,>50K
+Barbey Maling,10/19/1968,202-39-9215,64725,43,Private,37937,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,0,0,50,United-States,<=50K
+Hamlen Pirozzi,9/16/1985,635-22-6538,29075,64,,168340,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,,>50K
+Kimberlee Briamo,11/4/1954,548-14-7597,48438,24,Private,38455,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Simon Audritt,9/1/2009,444-86-7936,52086,27,Federal-gov,128059,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Alverta Carleton,8/4/1998,835-61-3077,95453,32,Private,420895,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Becky Paszak,8/1/2011,733-56-9356,53749,37,Private,166744,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,12,United-States,<=50K
+Dexter Gabbott,10/11/1988,674-67-1425,15414,26,Private,238768,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+Michelle Frayling,2/27/2006,350-58-7792,34059,43,Private,176270,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,60,United-States,>50K
+Murry Gallego,12/31/2005,304-36-6474,51388,50,Private,140592,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Francoise Dubery,1/18/1975,703-02-0011,22845,20,Self-emp-not-inc,211466,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,80,United-States,<=50K
+Chery Antunes,8/17/1972,562-98-6336,8385,37,Private,188540,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+Taffy Hallward,7/11/1960,281-27-5814,19849,43,Private,39581,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,45,United-States,<=50K
+Debby Bryce,5/18/1990,357-74-1228,34098,37,Private,171150,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+Peyter Dow,2/2/1955,406-30-6076,61124,53,Private,117496,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,36,Canada,<=50K
+Peyton Vennart,4/11/1988,644-75-0759,30475,44,Private,145160,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Kassandra Rosander,10/30/2000,286-28-3111,83668,25,Private,28520,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Loutitia Oseman,6/15/2000,786-36-9006,22515,17,Private,103851,11th,7,Never-married,Adm-clerical,Own-child,White,Female,1055,0,20,United-States,<=50K
+Koral Cropper,5/29/1965,781-70-8761,76763,19,Private,375077,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+Aldis Stanbrooke,1/7/1981,507-52-5248,5077,53,State-gov,281590,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,40,United-States,>50K
+Bernardine Gradly,6/30/2004,192-90-9824,80250,44,Private,151504,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Joanna McGirr,3/27/1976,233-75-9286,5956,51,Private,415287,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,1902,40,United-States,>50K
+Godwin Cleaves,2/22/2007,167-30-7956,54982,49,Private,32212,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,43,United-States,<=50K
+Minta Jervoise,3/5/1990,179-16-6659,18842,35,Private,123606,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Scotty Vonderdell,2/1/1977,862-33-7012,92403,44,Private,202565,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Ilario Ferrarese,8/1/1992,602-67-3071,68880,54,Private,177927,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Torrey Nannini,4/30/1977,717-99-5493,66010,37,Private,256723,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Shalne Kindall,3/16/1966,145-04-2756,74793,18,Private,46247,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Biddie Pavic,7/12/1955,261-80-4482,87252,24,Private,266926,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Amanda Braden,2/23/1983,186-20-8406,77188,29,Private,112031,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Lucho Moscon,7/27/1991,886-46-8961,55001,22,,376277,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Bear O'Lunney,10/26/1999,315-03-3043,97000,35,Private,168817,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Guss McLenaghan,9/5/1983,844-66-6769,75918,56,Private,187487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,>50K
+Grier Shawell,1/1/1971,626-75-2582,87627,32,,158784,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Orelle Callaby,1/20/1987,527-59-3734,68807,24,Private,67222,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,0,0,45,China,<=50K
+Eula Cleeve,1/22/1964,330-11-1685,78474,43,Private,201723,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+Sonnnie Eastam,4/3/1999,354-24-8315,37958,73,Private,267408,HS-grad,9,Widowed,Sales,Other-relative,White,Female,0,0,15,United-States,<=50K
+Vinita Parmenter,5/28/2006,126-82-3204,64813,47,Federal-gov,168191,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+Elise Lagen,8/6/1961,746-29-0048,59746,49,Private,105444,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,39,United-States,<=50K
+Carla Teague,3/26/1998,283-53-8577,83797,38,Private,156728,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Lewes Ralling,8/18/1961,477-19-8252,48854,31,Private,148600,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Tedd Lidbetter,6/22/1988,357-38-4128,45769,39,Private,19914,Some-college,10,Divorced,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Therine Gamlin,6/19/2000,531-79-6313,32439,42,Private,190767,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sibel Aistrop,10/17/1996,366-50-4554,9470,41,Private,233955,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,China,>50K
+Husein Labrow,2/4/1961,387-91-1869,11296,35,Private,30381,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Penny Suart,8/14/2010,751-17-5029,53474,38,Private,187069,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Jamil Barnard,2/10/2010,869-18-9363,97693,31,Private,367314,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Janeva Swatland,6/27/1961,464-16-7609,8747,51,Local-gov,101119,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,70,United-States,<=50K
+Perkin Tinker,7/31/1958,708-03-8590,24080,38,Private,86551,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,48,United-States,>50K
+Ursa Macey,4/30/1986,374-72-6563,35256,40,Local-gov,218995,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+Caldwell Stockley,3/25/2006,835-04-0877,25077,21,Private,57711,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Daloris Nicholl,3/5/2000,480-07-9769,47595,44,Private,303521,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Becca Hatt,5/27/1980,376-50-3236,57476,55,Private,199067,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Aggy Widger,10/25/2011,200-40-9523,43313,29,Private,247445,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Rutherford Heggie,3/18/1991,791-39-4953,43128,49,Private,186078,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Sarena Broun,3/24/2011,801-37-7477,58494,31,Private,77634,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,42,United-States,<=50K
+Colleen Miall,9/10/1997,544-60-6215,26387,24,Private,180060,Masters,14,Never-married,Exec-managerial,Own-child,White,Male,6849,0,90,United-States,<=50K
+Erick Raimbauld,2/7/1988,131-48-8230,56349,46,Private,56482,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Allsun Spires,11/20/1998,416-01-7035,79394,26,Private,314177,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Conroy Kunzler,9/20/1965,660-45-8810,72690,35,Private,239755,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Tabbie Bellord,5/4/2005,614-41-8437,75939,27,Private,377680,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Mabelle Pawlik,1/25/1955,724-44-1964,57467,64,Self-emp-not-inc,134960,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,35,United-States,>50K
+Murielle McLeese,8/29/2003,781-94-4825,75794,26,Private,294493,Bachelors,13,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Nicola Todhunter,2/20/2007,693-33-8767,13056,21,Private,32616,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,1719,16,United-States,<=50K
+Livvy Swapp,12/20/1961,575-14-9560,12454,45,Private,182655,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,45,,>50K
+Breanne Scritch,1/20/1994,405-57-5542,25182,57,Local-gov,52267,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,<=50K
+Janette Veld,5/15/1972,499-25-5594,42997,30,Private,117963,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Nev Boustead,3/7/1983,174-09-7740,48561,45,Private,98881,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,32,United-States,<=50K
+Maureen Dederich,11/10/2004,151-63-6122,77774,50,Private,196963,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Mort Laughton,4/5/1972,778-91-9897,44826,38,Private,166988,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Isadora Reen,11/14/1962,223-65-5817,82185,43,Self-emp-not-inc,193459,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Hyacinthia Guillet,3/14/1957,174-09-4396,43662,42,Private,182342,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Aurel Grover,12/27/1999,641-08-7346,50304,32,Private,496743,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Maximilian Clark,4/6/1964,744-32-6482,53022,20,Private,154781,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Brooke Nettles,10/20/1971,152-12-4392,41144,27,Private,219371,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Jen Thorburn,5/31/1952,333-37-4689,81802,45,Private,99179,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Mathian Blaisdale,12/21/1984,311-16-5170,34509,40,Private,224910,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bert Issac,10/5/1973,790-23-9289,51794,38,Private,304651,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Rosamond Farnham,12/21/1987,173-49-7554,79776,37,Private,349689,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Maddy Durak,7/9/1984,436-32-6390,39837,60,Private,106850,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ingeborg Dodge,12/6/1966,863-33-1099,27671,53,Self-emp-not-inc,196328,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,>50K
+Yank Camillo,2/23/1989,170-67-1037,47780,25,Private,169323,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Napoleon Jennaway,9/21/1978,716-45-3085,87527,47,Self-emp-not-inc,162924,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+Kinny Petto,7/11/2010,504-46-9358,25069,40,Self-emp-not-inc,34037,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Janey McClenan,8/1/1956,406-76-3487,99379,51,,167651,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Saloma Hender,6/26/1952,184-06-6610,81265,19,Private,197384,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+Lani Mervyn,5/22/1991,359-55-0215,16191,42,Private,251795,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Jocko Bohin,2/25/1960,852-16-5109,45053,65,,266081,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Crystie Chatel,2/2/2009,782-29-7574,41708,41,Private,165309,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Reeba Vasilyonok,6/30/1962,149-50-1048,85142,28,Private,215873,10th,6,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,45,United-States,<=50K
+Kay Sine,12/20/1963,217-38-6761,22286,46,Private,133938,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,27828,0,50,United-States,>50K
+Rennie Moscrop,1/15/1952,661-84-5984,70170,49,Private,159816,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,20,United-States,>50K
+Kristal Wildey,4/8/1986,372-75-0015,47076,24,Private,228424,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Lisa Friett,12/29/1980,475-16-3282,80807,32,Private,195576,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Cosetta Luis,10/17/2005,446-49-8510,13162,71,Private,105200,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,6767,0,20,United-States,<=50K
+Humphrey Tondeur,6/6/2008,450-12-2188,33568,26,Private,167350,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,3103,0,40,United-States,>50K
+Geraldine Roseveare,2/23/1986,573-64-9912,29706,29,Private,52199,HS-grad,9,Married-spouse-absent,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alie Golden,9/17/1976,739-39-1632,89770,50,Private,171338,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+Obadiah Knudsen,6/17/1977,877-58-1728,93160,51,Private,120173,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,50,United-States,>50K
+Warde Quilligan,3/4/1973,583-99-0024,310,17,,158762,10th,6,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Linzy Pleat,7/23/1992,887-80-5873,62308,49,Private,169818,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,>50K
+Marcos Fildery,12/20/1991,626-92-2892,13815,31,Private,288419,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Alexandrina Earingey,12/23/1974,196-88-9260,69987,23,Private,207546,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Patrizio Floweth,12/12/1979,324-20-1047,57545,59,Local-gov,147707,HS-grad,9,Widowed,Farming-fishing,Unmarried,White,Male,0,2339,40,United-States,<=50K
+Byron Doswell,1/29/2004,160-99-7030,26923,17,,228373,10th,6,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Tye Belison,10/3/2009,719-43-1515,21344,43,Private,193882,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+Sayre Kroch,2/9/1957,883-45-2683,83908,38,Private,31033,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+Trip Boggs,10/6/1995,655-90-1566,54843,37,Private,272950,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Mirabel Jaulmes,11/30/1972,743-88-9632,68649,29,Private,183523,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Rosella Jocic,12/23/1982,496-20-7013,5757,39,Private,238415,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Joanna Bragge,11/28/1970,571-58-4973,69159,31,Private,19302,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,2202,0,38,United-States,<=50K
+Philipa Vellacott,3/23/1956,501-12-3655,20998,42,Local-gov,339671,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,8614,0,45,United-States,>50K
+Gladi Yuryshev,11/28/1979,469-61-1673,62630,35,Local-gov,103260,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+Rustie Shoveller,11/29/1964,854-75-0624,73208,39,Private,79331,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,15024,0,40,United-States,>50K
+Ardelle Gajewski,11/26/1951,715-08-3891,84127,40,Private,135056,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Austin Demko,1/3/1983,183-57-4730,87849,66,Private,142723,5th-6th,3,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,0,0,40,Puerto-Rico,<=50K
+Burty Jakaway,4/10/1993,450-78-3979,30280,30,Federal-gov,188569,9th,5,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Costa Giorgiutti,3/26/2001,407-90-1755,15270,43,Private,57322,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sammie Stivers,12/25/1962,441-56-0128,12919,47,Private,178309,9th,5,Never-married,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+Marcia Kardos,11/8/1985,171-38-2603,93972,45,Private,166107,Masters,14,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Danila Reilly,2/4/1969,306-48-6893,68902,31,Private,53042,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,Trinadad&Tobago,<=50K
+Geno Nowell,12/23/1994,542-91-8275,25073,33,Private,155343,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+Derwin Ewers,5/19/1955,419-02-7592,89678,32,Private,35595,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ximenez Pawlata,11/15/1991,125-96-8405,56621,28,Private,429507,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Ethan Silberschatz,10/25/2006,860-28-4210,6686,50,Federal-gov,159670,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Levin Center,12/3/1962,168-61-4614,15577,63,Private,151210,7th-8th,4,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Carolann Seywood,10/26/1965,110-33-0598,12479,28,Private,186792,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Clerkclaude Luberti,1/21/1969,409-14-6773,82844,38,Private,204640,Some-college,10,Widowed,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Dun Donaher,10/7/1974,843-78-1115,120,52,Private,87205,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Agnella Blackborow,11/30/1987,715-18-9855,51164,38,Self-emp-inc,112847,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Babb Marjoribanks,1/19/2005,106-53-7348,54399,41,Private,107306,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+Kristen Greensall,8/21/1960,803-53-9452,30819,50,State-gov,211319,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Horst Cowerd,3/22/1991,682-32-6495,54122,59,Private,183606,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Franzen Hesey,8/18/2003,140-30-3343,72161,32,Private,205390,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,49,United-States,<=50K
+Westley Lawrinson,3/1/1973,107-33-4166,22685,73,Local-gov,232871,7th-8th,4,Married-civ-spouse,Protective-serv,Husband,White,Male,2228,0,10,United-States,<=50K
+Wendye Grocutt,10/14/1986,391-70-1260,5398,52,Self-emp-inc,101017,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,38,United-States,<=50K
+Kerianne Colwell,11/12/1977,731-90-8389,24974,57,Private,114495,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Sashenka Eringey,1/2/1968,847-31-4328,73553,35,Private,183898,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+Sibyl Smeath,3/26/1992,813-58-5897,40210,51,Private,163921,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,>50K
+Ginelle Varley,3/5/1983,360-81-5610,78753,22,Private,311764,11th,7,Widowed,Sales,Own-child,Black,Female,0,0,35,United-States,<=50K
+Lorry Locket,9/17/1989,500-57-4448,56978,49,Private,188330,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Cirilo Larmuth,8/17/1971,795-51-1402,84006,22,Private,267174,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Wolfie Fargie,6/26/1987,757-89-3456,77202,46,Local-gov,36228,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,<=50K
+Karisa Meachem,6/11/1977,306-24-5449,56536,48,Private,199739,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Bjorn Radwell,5/1/2004,472-97-5511,20820,52,Private,185407,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+Saw Stairmand,7/1/1975,235-47-4926,58935,43,State-gov,206139,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+Arthur Kelberer,2/2/1976,216-54-2034,22631,25,Private,282063,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Heath Le Lievre,1/18/2007,508-28-2136,11216,31,Private,332379,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Petronia Wehner,1/8/1996,774-95-7747,75297,19,Private,418324,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,36,United-States,<=50K
+Elfrieda Althorpe,12/10/1955,162-23-2768,88683,19,,263338,Some-college,10,Never-married,,Own-child,White,Male,0,0,45,United-States,<=50K
+Murray Heiss,9/24/1974,825-24-5901,1695,51,Private,158948,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,84,United-States,>50K
+Car Hardaker,12/1/1960,894-82-2258,47919,51,Private,221532,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,>50K
+Olympia Janak,10/31/1984,373-57-1070,96912,22,Self-emp-not-inc,202920,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,99999,0,40,Dominican-Republic,>50K
+Vanessa Ludye,12/1/2001,532-54-2881,38395,37,Local-gov,118909,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Fanya Snarr,6/27/1975,642-95-8962,95618,19,Private,286469,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Jacinda Scrase,7/8/1992,551-21-9742,11277,45,Private,191914,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Female,0,0,55,United-States,<=50K
+Janifer Boston,2/9/1989,890-47-4671,77955,21,State-gov,142766,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Tanney Blazdell,8/12/1966,178-12-3268,37759,52,Private,198744,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Eveleen Chasmoor,1/17/1971,325-14-7233,1377,46,Local-gov,272780,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,24,United-States,<=50K
+Flint Cowoppe,1/30/1957,631-54-0454,66929,42,State-gov,219553,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Giordano Beedom,11/15/1993,549-03-6052,27806,56,Private,261232,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cristie Gotcliffe,5/15/2004,138-39-7437,30453,23,Private,64292,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cherlyn De Giovanni,9/25/1977,744-98-8230,35578,58,Private,312131,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Layla McGerraghty,1/12/1999,794-89-1572,82647,70,Private,30713,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Celinda Dysert,8/6/1979,672-77-9767,76543,30,Private,246439,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Patricia Haseman,6/20/1998,402-92-8498,46176,45,Private,338105,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Eachelle Huriche,4/13/2004,602-03-0891,35719,23,Private,228243,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Katlin Tabbitt,6/17/1975,563-97-1101,27885,34,Local-gov,62463,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,40,United-States,<=50K
+Sena Hawkswood,10/16/2004,117-32-0596,31040,38,Private,31603,Bachelors,13,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,40,United-States,<=50K
+Mariquilla Scarsbrick,1/22/2010,122-36-1436,77508,24,Private,165054,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Latrena Stretton,2/21/1955,809-42-1337,16383,53,Private,121618,7th-8th,4,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Haleigh Commuzzo,8/6/1996,487-81-0136,55288,45,Federal-gov,273194,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,3325,0,40,United-States,<=50K
+Bamby Treadwell,3/14/1959,332-94-7255,61075,21,,163665,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Lezley Overill,9/25/1984,718-40-0461,75304,21,Private,538319,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+Kayley Belasco,2/10/2007,619-20-1568,15425,34,Private,238246,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lydie Hazeup,12/9/1953,142-87-5597,97188,32,Self-emp-inc,244665,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,45,United-States,>50K
+Lesley McNish,9/24/1951,769-56-2874,76154,21,Private,131811,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Roarke Whitmore,11/3/1987,332-51-5952,58704,63,,231777,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+Jaquelin Biggam,5/27/1994,814-01-4253,80296,23,Private,156807,9th,5,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,36,United-States,<=50K
+Tomas Barday,9/23/1995,833-54-7472,81695,28,Private,236861,Bachelors,13,Divorced,Craft-repair,Unmarried,White,Male,0,0,50,United-States,<=50K
+Mellisa Athey,1/10/1977,360-34-7440,67917,29,Self-emp-not-inc,229842,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,45,United-States,<=50K
+Joana Son,2/18/1963,683-81-5816,84746,25,Local-gov,190057,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Steward Brecken,10/30/1988,791-10-8774,5452,44,State-gov,55076,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Farley Bohden,9/17/1994,605-44-3090,4556,18,Private,152545,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+Baxter Larchiere,12/16/1957,782-55-9995,61933,26,Private,153434,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+Derrick Pigne,3/14/1987,128-71-5134,96674,47,Local-gov,171095,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+Cris Kleen,5/9/1974,115-10-2761,3017,23,Private,239322,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Thorndike Farrey,8/2/1967,743-60-4803,71972,46,Private,138999,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Skipper Toll,11/4/2008,416-82-6705,17255,61,Local-gov,95450,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,50,United-States,>50K
+Osmond MacCart,2/3/1968,559-78-7626,92758,25,Private,176520,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Emilio O'Mullaney,4/26/1953,310-44-7758,1578,38,Local-gov,72338,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,54,United-States,>50K
+Gwyn Whipp,3/1/1992,521-75-6683,57421,60,,386261,Bachelors,13,Married-spouse-absent,,Unmarried,Black,Female,0,0,15,United-States,<=50K
+Greta Celand,12/2/1999,895-96-1393,13729,23,Private,235722,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Nev Lowle,12/25/1998,493-02-2811,39183,36,Federal-gov,128884,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Gustavus Liddiatt,10/21/1985,764-66-9015,35674,46,Private,187226,9th,5,Divorced,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Gavan Drewell,7/27/1991,658-40-6029,7985,32,Self-emp-not-inc,298332,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Bell Challicum,9/19/1998,780-15-4676,49568,40,Private,173607,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Elisabetta Diament,2/21/2000,484-66-0027,86325,31,Private,226756,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Garth Goldberg,11/17/1999,311-35-7704,4920,31,Private,157887,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+Jacinda Helder,7/17/1959,336-71-6229,55899,32,State-gov,171111,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,37,United-States,<=50K
+Christin Jeenes,2/7/1995,803-37-5585,43687,21,Private,126314,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Mychal Tribell,3/1/2010,199-07-0959,49282,63,Private,174018,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+Druci Shilvock,9/18/1960,512-95-4650,38662,44,Private,144778,Some-college,10,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+Collette Teague,6/24/1997,122-19-6721,53826,42,Self-emp-not-inc,201522,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Amanda Haacker,5/17/2000,775-63-2920,94215,23,,22966,Bachelors,13,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+Ronnica McInility,3/11/1962,775-42-5192,69942,30,Private,399088,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Thomasa MacPaike,6/16/1966,721-24-3790,50647,24,Private,282202,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+Fianna Gonsalo,6/25/1989,231-76-2129,50423,42,Private,102606,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Carri Kippling,2/26/1957,479-85-9718,22255,44,Self-emp-not-inc,246862,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,Italy,>50K
+Prince Benedit,5/16/1992,372-56-0454,2466,27,Federal-gov,508336,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,48,United-States,<=50K
+Nikolaus Bloore,4/2/2005,833-11-8219,93521,27,Local-gov,263431,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Kerrill Lakeman,1/29/1985,549-01-7729,52184,22,Private,235733,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Dorrie Kimmel,11/1/2011,532-86-2541,83901,68,Private,107910,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Horten Verrier,9/21/1962,130-34-9284,108,55,Self-emp-not-inc,184425,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,>50K
+Dalenna Bootherstone,11/10/1955,222-10-2273,99403,22,Self-emp-not-inc,143062,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,Greece,<=50K
+Ebenezer Cuppitt,6/28/1997,400-73-1520,96873,25,Private,199545,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,15,United-States,<=50K
+Daron Marcroft,3/15/2004,400-35-9126,46533,68,Self-emp-not-inc,197015,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Edwin Golsby,2/6/1951,310-76-8533,49237,62,Private,149617,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,16,United-States,<=50K
+Cullan Dunstall,3/30/2010,424-05-0062,28411,26,Private,33610,HS-grad,9,Divorced,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+Berna Raycroft,5/16/1990,136-15-8014,94017,34,Private,192002,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Woodie Burnhams,4/30/1974,424-83-5063,28,68,Private,67791,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Laverna Lippett,12/28/1963,692-50-1366,66718,42,Local-gov,445382,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+Etty Scrimshaw,6/11/1983,451-64-9106,21576,45,Private,112283,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Bobby Ionesco,4/30/1998,316-37-3239,10017,26,Private,157249,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tammi Brocks,9/28/1993,753-04-3521,65126,25,Private,109872,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Wynne Tumielli,1/8/1966,240-39-9299,91815,23,Private,119838,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,United-States,<=50K
+Jason Kirkhouse,2/27/1980,276-66-3929,86289,29,Private,149943,Some-college,10,Never-married,Other-service,Not-in-family,Other,Male,0,1590,40,,<=50K
+Stearn Robertsson,3/3/1991,230-89-2813,58300,65,Without-pay,27012,7th-8th,4,Widowed,Farming-fishing,Unmarried,White,Female,0,0,50,United-States,<=50K
+Antons Arr,4/4/1969,298-62-2230,29633,31,Private,91666,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Fayette Yacob,6/4/1967,450-88-7009,17661,26,Private,270276,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lew Djekic,11/19/2001,681-13-8566,6372,39,Private,179271,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Tonia Mault,10/12/2006,691-66-2683,63730,44,Private,161819,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Kenton MacLoughlin,6/29/1979,768-82-4165,27288,45,Local-gov,339681,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,45,United-States,<=50K
+Mariejeanne Snape,4/23/1980,204-31-2481,94198,26,Self-emp-not-inc,219897,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Atalanta Whitcher,11/30/1992,459-83-0950,35848,26,Private,91683,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+Amity Buckthorpe,1/30/1995,191-19-1436,7516,36,Private,188834,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Arturo Nern,5/10/1974,584-56-0042,18359,38,Private,187046,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Karla Wark,10/20/2011,764-74-7197,84982,39,Private,191807,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,48,United-States,<=50K
+Rora Currm,7/23/1999,288-10-5870,46567,52,Self-emp-inc,179951,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Ree Surpliss,8/31/1971,212-49-9354,52224,39,Private,324420,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Mexico,<=50K
+Tonya Weekes,5/9/1970,734-97-1588,80800,41,Self-emp-not-inc,66632,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Preston Spinas,4/15/1971,294-17-3638,64361,42,Local-gov,121718,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+Juli Harce,2/17/1987,374-88-3972,57794,47,Private,162034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+Maurine Hellewell,10/5/1989,345-57-2365,40619,28,Local-gov,218990,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,46,United-States,<=50K
+Judd Ellesmere,11/5/1961,361-47-1009,73458,25,Local-gov,125863,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,35,United-States,<=50K
+Bernardo Fairhurst,10/11/1993,714-22-7635,58878,35,Private,225330,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Zachariah Meenehan,3/27/1974,226-54-3816,20532,32,Private,120426,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kimberley Neilands,3/8/1965,442-11-4640,79012,38,Private,119741,Masters,14,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Orson Tarney,9/19/1982,884-39-0943,30096,44,Private,32000,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+Constantina Adriaan,6/24/1966,718-07-3314,75731,21,,124242,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Lilias de Almeida,1/9/1997,495-22-6301,81203,27,Private,278581,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Caren Heball,4/27/2002,169-02-8052,77876,30,Private,230224,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+Simone Ofer,11/19/1955,326-88-4674,73153,30,Private,204374,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,1741,48,United-States,<=50K
+Ivonne Tythe,9/6/1967,708-28-2913,93964,45,Private,188386,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1628,45,United-States,<=50K
+Morey Duchart,11/25/1994,786-30-7732,77831,20,Private,164922,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Dorey Rickett,4/19/1978,269-53-9785,22378,57,Private,195176,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Quinn Cowx,5/16/2003,428-84-7799,71578,43,Private,166740,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Dallas Matessian,8/21/2012,502-39-2277,67007,50,,156008,11th,7,Married-civ-spouse,,Own-child,Black,Female,0,0,40,United-States,<=50K
+Sayres Goodbairn,5/12/1958,733-76-1106,45642,28,Private,162551,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,0,0,48,China,<=50K
+Cortney Bastow,5/22/1982,626-05-5864,98750,25,Private,211231,HS-grad,9,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,48,United-States,>50K
+Shelby Millward,10/6/1973,293-31-6833,51485,25,Private,169990,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lucine Lewsam,9/24/1976,774-59-5988,90164,90,Private,221832,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Verile Cund,3/23/1971,242-64-7739,3244,38,Local-gov,255454,Bachelors,13,Separated,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Martyn Lampet,7/31/1953,848-74-6979,43127,35,Private,28160,Bachelors,13,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kippy Huggin,7/7/2000,456-86-3605,75698,50,State-gov,159219,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Canada,>50K
+Rosmunda Cosely,3/11/1967,877-38-2068,73800,26,Local-gov,103148,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Efren Folbig,6/12/1978,673-95-7267,10921,39,Private,165186,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Ianthe Hampson,4/17/1952,167-05-4207,38267,56,Private,31782,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lockwood Kilfedder,8/9/1960,280-82-3885,77884,24,Local-gov,249101,HS-grad,9,Divorced,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+William Raiston,10/28/1953,638-71-9891,43407,46,Private,243190,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,40,United-States,>50K
+Emmye Spolton,6/8/2010,128-75-4218,63039,18,Local-gov,153405,11th,7,Never-married,Adm-clerical,Other-relative,White,Female,0,0,25,United-States,<=50K
+Haily Lundbeck,10/27/1996,438-63-4683,55875,37,Private,329980,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,60,United-States,>50K
+Kerianne Asker,11/3/1953,710-71-9750,23206,57,Private,176079,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dorrie Baysting,6/26/1957,891-83-5738,84712,43,State-gov,218542,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Natalie Dyka,4/24/1965,341-52-9719,91606,29,State-gov,303446,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,Nicaragua,<=50K
+Benyamin O'Neil,2/15/1979,703-54-7097,89973,40,Private,102606,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Desdemona Pele,3/9/2000,415-71-2074,79556,44,Self-emp-not-inc,483201,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Worth McConville,7/28/2008,103-29-0466,19602,77,Local-gov,144608,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,6,United-States,<=50K
+Calvin Ricciardo,4/22/1968,142-68-7583,82479,30,Private,226013,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Ebonee Farquar,9/1/1998,179-73-2470,36041,21,Private,165475,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Ollie Causey,4/24/2008,562-16-9334,45307,66,Private,263637,10th,6,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Tove Chidgey,10/19/1991,895-98-7164,73646,40,Private,201495,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+Joby Aiton,5/13/1986,631-32-0380,72322,68,Private,213720,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Rafe Osborne,6/3/1980,866-58-2373,99483,64,Private,170483,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Codie McCritichie,1/20/2004,227-91-6762,78582,26,Private,214303,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Ewell Robjents,9/21/1960,861-34-1338,78268,32,Private,190511,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Karlik Minors,11/7/1950,457-79-4779,5270,32,Private,242150,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+Bethanne Prince,12/23/1994,874-39-2495,63310,51,Local-gov,159755,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Winifield Epgrave,1/7/1999,746-18-6359,96392,50,Private,147629,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,45,United-States,>50K
+Domenico Scartifield,2/12/1989,261-05-1905,1660,49,Private,268022,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Pepillo Oxtoby,6/27/1961,155-50-9561,70671,28,Private,188711,Bachelors,13,Never-married,Transport-moving,Unmarried,White,Male,0,0,20,United-States,<=50K
+Sunshine Burgoine,2/25/2010,663-49-5559,44124,29,Private,452205,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+Joyann Blakebrough,4/10/1976,890-30-8123,85340,21,Private,260847,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+Lynnelle Purkess,11/19/1965,613-49-5356,87313,28,Private,291374,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Irwin Doul,9/30/1984,791-07-7283,44610,55,Private,189933,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Xaviera Fifoot,4/24/1976,648-33-1366,38148,45,Self-emp-not-inc,133969,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,South,>50K
+Ernestine Cham,1/20/1964,304-71-9607,29289,35,Private,330664,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ira Tison,5/26/1986,875-49-2073,92782,31,,672412,11th,7,Separated,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Tatiania Wrathmell,6/4/1986,573-26-4625,13883,26,Private,122999,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,40,United-States,>50K
+Tiffani Marklow,3/21/2000,560-21-4145,15473,30,Private,111415,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,Germany,<=50K
+Noella Dewey,1/11/1979,375-03-6476,60421,33,Private,217235,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+Ashlin Beauchop,3/21/1976,557-03-2444,25653,40,Private,121956,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,13550,0,40,Cambodia,>50K
+Floris Filyushkin,6/13/1958,874-32-1697,6151,23,Private,120172,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Roshelle McPolin,11/11/1993,384-78-5583,11181,35,Private,343403,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Caye Abbott,3/24/1971,406-48-3519,60219,48,Self-emp-not-inc,104790,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+Melicent Whapple,12/30/1985,801-89-9885,38067,39,Local-gov,473547,10th,6,Divorced,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Carny Grioli,11/22/2009,448-09-6304,56508,53,Local-gov,260106,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Elysia Ingley,1/31/1969,211-82-4004,17893,49,Federal-gov,168232,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Pen Emsden,8/2/1991,380-25-7750,78580,31,Private,348491,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Alasdair Gronou,2/27/1952,566-26-5231,49,36,Private,24106,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+Carroll Kimberly,6/21/1973,895-87-6604,49689,60,Self-emp-inc,197553,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+Joela Naulty,4/24/1965,428-64-2994,81453,29,Private,421065,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Lory Kruschev,4/17/1988,715-12-2259,82186,54,Self-emp-inc,138852,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Sterne Merwede,11/11/1992,474-08-3944,22209,28,,169631,Assoc-acdm,12,Married-AF-spouse,,Wife,White,Female,0,0,3,United-States,<=50K
+Marti Paler,10/18/1983,319-51-4000,68732,34,Private,379412,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Gelya Strase,6/20/2008,824-97-4208,49446,30,Private,181992,Some-college,10,Never-married,Sales,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Wheeler McCrainor,4/18/1996,785-77-7335,74298,19,Private,365640,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,45,,<=50K
+Maximilian Habert,1/25/2005,352-69-7634,2002,26,Private,236564,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wendi Conti,5/21/1977,440-13-0215,61611,47,Private,363418,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,70,United-States,>50K
+Iorgo Tumber,2/22/1954,787-78-8230,23480,50,Private,112351,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,38,United-States,<=50K
+Cher Pieters,11/30/1977,802-78-5289,15132,30,Private,204704,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,>50K
+Arne Primett,6/26/2007,662-50-2846,86205,44,Private,54611,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Agnola Wardhaw,1/25/2012,305-32-1088,26099,49,Private,128132,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Winonah Winkett,3/23/1953,776-43-5741,89620,75,Self-emp-not-inc,30599,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Jacquenetta Jenson,8/22/1987,264-05-5457,86932,37,Private,379522,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Jeannine Vasenin,12/20/1960,251-22-1212,72138,51,State-gov,196504,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,38,United-States,<=50K
+Roxine Shewring,3/19/1992,358-18-9547,40190,35,Private,82552,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+Armando Swatridge,1/21/2009,747-30-8837,96443,28,Private,104024,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Toby Halls,12/9/1990,868-32-9518,60510,66,Self-emp-not-inc,293114,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,1409,0,40,United-States,<=50K
+Maynord Wisham,9/19/2003,176-08-6312,39179,72,Private,74141,9th,5,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,48,United-States,>50K
+King Waterhowse,8/27/1970,679-38-2652,96286,39,Private,192337,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Mel Yurygyn,10/2/1956,483-89-7594,64175,27,Private,262478,HS-grad,9,Never-married,Farming-fishing,Own-child,Black,Male,0,0,30,United-States,<=50K
+Eduardo Hawket,3/13/1973,709-14-0345,56904,57,Private,185072,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+Lorinda Papaminas,10/20/1998,663-20-0126,37972,24,Private,296045,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2635,0,38,United-States,<=50K
+Gram Spiring,7/26/1968,259-62-5788,43061,28,Private,246595,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,70,United-States,<=50K
+Eudora Drewell,10/25/1962,382-36-4544,42549,23,Private,54472,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Bertrand Franzen,6/17/1965,873-93-6538,35743,31,Private,331065,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1408,40,United-States,<=50K
+Fabian Wille,12/14/1971,886-66-4923,11908,23,Private,161708,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Hilarius Shadwick,2/3/1959,721-79-3478,20851,31,Private,264936,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mimi O'Geneay,8/7/1987,795-81-4917,62246,27,Local-gov,113545,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Haily Camin,8/21/1999,352-58-1010,8130,30,Private,212237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1740,45,United-States,<=50K
+Pyotr Trundle,3/27/1963,310-68-0940,9921,31,Private,170430,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,80,,<=50K
+Wilek Pilipyak,5/2/1979,808-25-1656,22412,34,Private,173806,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,4865,0,60,United-States,<=50K
+Johna Gillion,5/29/1994,161-12-0204,26380,57,Federal-gov,370890,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,2258,40,United-States,<=50K
+Rorke Campo,8/23/2000,323-45-4768,26139,39,Private,505119,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Cuba,>50K
+Ciro Benediktovich,9/10/1961,664-99-7675,97125,23,Private,193089,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Katharine Dohms,9/30/1996,291-97-5133,55261,24,Local-gov,33432,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Aldric MacMaykin,12/1/1978,117-23-0506,17265,36,Private,103110,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,England,<=50K
+Pammy Cordery,10/16/1996,778-65-8298,54463,32,Private,160362,Some-college,10,Divorced,Other-service,Other-relative,White,Male,0,0,40,Nicaragua,<=50K
+Latashia Rout,3/13/1996,354-97-1485,759,35,Private,204621,Assoc-acdm,12,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Lars Yarrington,11/21/1993,413-75-3426,29987,36,Private,35309,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Mauricio Seckington,8/29/1978,410-55-2819,78077,23,,154373,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Libbie Seymark,1/3/1981,710-05-7371,69014,47,Private,194772,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Putnam Ewin,8/7/2004,147-88-2164,22062,35,Private,154410,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hubie Hewins,1/22/2006,584-33-9180,53746,44,Federal-gov,220563,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Teddy Gerald,10/1/1961,135-69-6099,35715,32,State-gov,253354,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Selia Verrillo,8/30/2012,366-97-6357,21051,32,Private,211699,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1485,40,United-States,>50K
+Bear Dockrell,12/19/1961,429-49-4651,55033,63,Self-emp-not-inc,167501,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,20051,0,10,United-States,>50K
+Ninetta Boggis,3/12/1991,768-34-2996,65982,34,Private,229732,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Simona Lount,3/18/1996,145-69-8447,11994,47,Private,185465,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Gaby Weddell,6/29/1973,495-86-3771,46131,27,Private,335764,11th,7,Married-civ-spouse,Sales,Own-child,Black,Male,0,0,35,United-States,<=50K
+Sheffield Divall,1/10/1999,357-91-4937,33541,23,Private,460046,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+Sharl Manach,8/10/1996,761-75-6809,90523,19,,33487,Some-college,10,Never-married,,Other-relative,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Meggi Danforth,11/28/1966,242-13-4193,71780,50,Private,176924,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+Charlene Voelker,2/22/1956,629-72-0668,72444,49,State-gov,213307,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Bartlet Scotfurth,12/23/1968,708-35-3646,97127,36,Private,83893,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Carlie Halvorsen,10/12/1998,121-55-9215,35189,23,Private,194102,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Laurence Goodrum,6/10/1973,133-67-5007,44176,61,Private,238611,7th-8th,4,Widowed,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+Germana Bartos,3/22/2008,863-72-9330,52445,41,Private,113597,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,16,United-States,<=50K
+Molly Dewane,6/7/1978,628-06-9792,87397,27,Self-emp-not-inc,208406,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Ingrid Irons,1/24/1996,502-07-3200,23855,53,Private,274528,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Clarke Gilhespy,5/15/1970,465-54-5348,1020,17,Self-emp-not-inc,60116,10th,6,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+Adena Bresnen,9/27/1973,832-11-7664,12829,23,,196816,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Kara-lynn Nuccii,1/18/1957,111-50-0955,99142,53,Private,166368,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kristos Burle,7/23/1953,489-84-9025,86209,28,Private,303954,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,42,United-States,>50K
+Jordain Poyle,6/18/1996,897-77-2803,84920,24,Private,99386,Bachelors,13,Married-spouse-absent,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Stewart Eeles,9/6/1958,359-92-8789,64957,22,Private,188569,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Clemmie Luddy,8/18/1964,184-39-2899,67400,53,Private,302868,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Nert Hammelberg,2/9/1988,544-41-0200,6717,18,Private,283342,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+Nikita Vassbender,12/2/1989,135-04-2816,8724,24,Private,233777,Some-college,10,Never-married,Sales,Unmarried,White,Male,0,0,50,Mexico,<=50K
+Clemmie Weighell,6/2/1983,219-95-6252,80610,20,Private,170038,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rachelle Rizzi,10/18/1951,836-35-6401,97485,30,Local-gov,261319,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Benjy Crewdson,7/10/1996,685-16-7955,38109,37,State-gov,367237,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,8614,0,40,United-States,>50K
+Corella Lamprey,2/9/1963,474-62-4116,46867,34,Private,126838,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Ethelyn Conklin,6/1/1990,405-20-5148,34719,19,Private,354104,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Dulciana Huburn,7/22/1955,166-13-3629,65484,20,Private,176321,12th,8,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Mexico,<=50K
+Lowrance Edling,7/3/1984,286-81-9945,91407,47,Private,85129,HS-grad,9,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Taffy Pagel,6/6/1961,110-65-1588,35981,20,,376474,Some-college,10,Never-married,,Own-child,White,Male,0,0,32,United-States,<=50K
+Tomaso Vittle,12/22/1961,320-74-0310,90259,22,Private,62507,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Cary Dearsley,2/2/1971,833-55-2557,23963,42,Local-gov,111252,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+Raf Dudny,7/10/1988,873-15-3684,55084,60,Private,156889,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lotty Yushmanov,12/11/1960,354-58-8049,99595,32,Private,549430,HS-grad,9,Never-married,Priv-house-serv,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Fredrika Ryland,7/8/1973,812-93-6964,87559,46,Private,29696,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Mordecai Woolgar,12/3/1977,355-93-0058,41972,66,Private,98837,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kristel Willman,10/11/1972,174-34-2428,45621,37,Private,86150,Bachelors,13,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,30,United-States,>50K
+Marguerite Helkin,9/6/1994,130-39-9242,96393,34,Private,204991,Some-college,10,Divorced,Exec-managerial,Own-child,White,Male,0,0,44,United-States,<=50K
+Fin Hodgen,10/1/1955,144-05-2500,25424,45,Private,371886,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,46,United-States,<=50K
+Yvette Pigford,9/11/1955,538-15-6756,44922,35,Private,103605,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Cahra Munroe,5/4/1986,585-21-1674,74686,63,,54851,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Pete Facher,7/12/1956,773-69-4519,20785,51,Local-gov,133050,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+Darci Spragge,7/14/1991,537-77-1366,76959,36,Local-gov,126569,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Suzanna Brogiotti,1/23/2007,769-32-5075,45349,25,Federal-gov,144259,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Lexi Gruszka,12/7/1994,552-54-4232,10854,51,Private,161482,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+Winifield Belcham,7/13/1951,299-33-9285,98426,25,Self-emp-not-inc,305449,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Ray Lapree,9/25/2011,478-98-5616,3084,19,Private,125010,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+Jacklin Barrasse,2/5/2008,568-19-1342,60164,47,Private,304133,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Jobyna Methuen,1/9/1958,542-01-2406,26678,59,Local-gov,120617,HS-grad,9,Separated,Protective-serv,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Chandra Stivey,1/2/2000,628-67-8393,55693,34,Private,157747,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Gwendolen Jakoviljevic,10/11/1952,311-34-8609,44762,40,Private,297396,Some-college,10,Separated,Exec-managerial,Unmarried,White,Female,0,0,60,United-States,<=50K
+Mohammed Cabane,10/24/2003,298-37-0660,59156,42,Private,121287,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Zaccaria Biddlestone,12/31/2000,281-73-3269,3689,28,,308493,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,17,Honduras,<=50K
+Timothea Beven,6/16/1961,337-70-1935,90688,37,Private,49115,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Germana Ranby,9/25/1950,559-99-0706,75305,51,Self-emp-inc,208302,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,38,United-States,>50K
+Renate Klaesson,2/13/1993,153-43-0704,9294,25,Private,304032,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,36,United-States,<=50K
+Mildrid Burford,10/29/1964,586-32-0118,71440,31,Federal-gov,207301,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Essie Studd,7/17/1973,680-22-7465,30407,37,Private,123211,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,44,United-States,>50K
+Fiorenze Dussy,8/7/2005,585-37-6154,42990,42,Private,33521,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Ilsa Tabram,6/19/1974,135-93-0445,92330,29,,410351,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Uri Gerrell,9/6/1956,144-99-1491,34841,35,Private,410034,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Frants Snap,11/1/1975,235-59-0134,63236,51,Private,175339,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,47,United-States,>50K
+Jude Kinnard,6/16/1968,647-21-9532,76384,22,,27937,Some-college,10,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+Kippy Ipsgrave,4/13/1971,446-23-9060,75447,49,Private,168211,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+Clarie Tattersall,12/5/2010,233-53-4361,79656,26,Private,125680,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,16,Japan,<=50K
+Quincey Audas,4/24/1971,461-77-4905,48216,56,Local-gov,160829,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,46,United-States,<=50K
+Guy Halson,6/10/1954,143-17-3052,41975,52,Private,266529,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Charmane Whitaker,7/25/1961,576-72-8026,62173,61,Self-emp-not-inc,115023,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,,<=50K
+Michal Fish,9/3/1969,301-14-4452,53560,47,State-gov,224149,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Margaretta Feek,9/25/1990,122-05-7230,98092,52,Private,150930,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Victoria Tasker,9/11/1978,675-56-2810,26854,30,Private,343699,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Christel Markel,12/22/1988,847-24-3897,13048,43,Self-emp-inc,172826,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,55,United-States,>50K
+Colline Heigl,5/5/1967,362-17-0387,55090,35,Private,163392,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Louise Keeling,7/21/1979,704-72-1562,2925,17,,103810,12th,8,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Gauthier Werny,11/10/1984,685-08-8270,79602,42,Private,213821,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+Florance Krol,2/17/2012,894-27-8662,32708,26,Private,211265,Some-college,10,Married-spouse-absent,Craft-repair,Other-relative,Black,Female,0,0,35,Dominican-Republic,<=50K
+Karola Hirschmann,4/4/1980,798-88-0641,80956,58,Local-gov,160586,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Bernetta Lisimore,10/2/2003,296-03-1040,32251,66,Private,146454,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,5556,0,40,United-States,>50K
+Jakie Loveman,2/10/1959,380-17-1297,14611,30,Private,203277,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+Marla Wycliffe,8/8/2003,886-60-7715,34336,46,Private,309895,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Robinet Antoniak,7/9/1961,333-22-8614,25848,45,Private,26522,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,35,United-States,>50K
+Gusty Tremblot,9/5/1977,100-95-3315,97819,57,Private,103809,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kalila Salaman,12/8/1962,440-54-0128,52226,25,Private,90291,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Aurora Yewen,4/22/1971,572-05-9711,59224,21,State-gov,181761,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,10,United-States,<=50K
+Libbi Prime,5/8/1995,352-39-9288,59680,37,Private,35330,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1669,55,United-States,<=50K
+Franklin Millsom,8/26/1953,369-89-4389,52495,45,Local-gov,135776,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Yehudi Clapton,11/1/1994,112-32-0490,84337,61,,188172,Doctorate,16,Widowed,,Not-in-family,White,Female,0,0,5,United-States,<=50K
+Hatty Kennedy,9/19/1951,307-27-4074,83657,39,Private,179579,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Carmon Brissard,3/6/1977,685-43-6933,27651,42,Private,193626,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,53,United-States,<=50K
+Tami McGilroy,6/11/1955,858-42-0948,60883,20,Private,108887,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Paxon Lamlin,8/12/1966,887-77-2643,30650,23,Private,199070,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Male,0,0,16,United-States,<=50K
+Marcella Louis,10/2/1996,567-31-4413,76427,25,Private,441591,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Eamon Boulsher,8/15/2005,658-70-5985,12188,47,Private,185254,5th-6th,3,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,El-Salvador,<=50K
+Conney Foale,4/15/1992,273-92-2452,91761,24,Private,109307,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+Murdock Langwade,1/7/1955,368-59-0948,59118,20,,81853,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+Kelcie Brend,6/19/1989,290-87-2356,16389,35,Private,23621,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Stefano Ortelt,2/10/2003,436-88-4009,46696,44,Local-gov,145178,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,38,Jamaica,>50K
+Chickie Boundey,10/3/2010,701-39-4196,42646,47,State-gov,30575,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Artus Lambertini,3/19/1968,412-79-5933,67722,28,State-gov,130620,11th,7,Separated,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,India,<=50K
+Libbey Keener,7/10/1953,843-13-4453,338,41,Local-gov,22155,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,60,United-States,<=50K
+Damita Crosseland,5/20/1956,835-36-8661,63583,31,Private,106437,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lynnette Rewcassell,12/14/1965,589-81-6462,90051,27,Private,79787,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Alia Orange,10/24/1997,866-92-1502,19211,47,Private,326857,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+Bearnard Nineham,9/12/1980,655-98-0303,90599,44,Private,81853,HS-grad,9,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Liv Fagg,2/9/2006,703-61-0878,92295,61,Private,120933,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mick Eschalotte,8/5/1965,287-30-7064,74795,42,Federal-gov,153143,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,Puerto-Rico,<=50K
+Garrett Snyder,7/20/1996,733-92-4525,64809,46,Private,27669,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Cchaddie Ewence,12/31/1969,196-63-6717,80743,46,Private,105444,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Ignaz Lease,6/7/2004,711-43-8313,53705,54,Local-gov,169785,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+Cyrus Ghidotti,5/22/1993,258-56-0104,19287,49,Private,122493,HS-grad,9,Widowed,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+Hersch Luberto,11/13/1966,578-21-7908,71634,56,Local-gov,242670,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Margarete Robez,2/15/1952,566-44-6293,67925,52,Private,54933,Masters,14,Divorced,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Arabella Menico,5/26/1972,348-02-1547,41409,34,Private,209317,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Puerto-Rico,<=50K
+Erroll Kingsnorth,12/6/2005,308-31-8810,20079,25,Self-emp-not-inc,282631,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Pyotr Lothlorien,12/28/1984,643-15-2181,34387,18,Private,98044,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Minetta Lewsie,2/15/1982,844-04-0539,37931,58,Private,187487,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Anya Franciotti,7/7/2007,890-84-9819,63495,31,State-gov,60186,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Earle Borsay,1/4/2000,631-09-1606,40614,29,Private,75648,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Marie-jeanne Wetherburn,9/3/1981,236-42-5146,55433,28,Private,201175,11th,7,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Lyssa Tootell,5/27/1960,794-42-0796,78074,30,Private,19302,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Eugine Tournie,11/19/1985,239-69-2845,37228,21,,300812,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Gun Oldknowe,10/22/1950,200-83-0588,54130,44,Private,146659,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,35,United-States,>50K
+Israel Collington,2/14/1963,313-24-1512,62710,75,Private,101887,10th,6,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,70,United-States,<=50K
+Zack Labrone,12/19/1976,326-96-0570,99605,66,,117778,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Karlis Sheilds,11/17/2003,653-05-4805,66401,26,Private,60726,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Wain Addinall,5/28/1957,520-74-0416,19169,33,Self-emp-inc,201763,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Ashien Kobiera,3/26/1988,601-72-3355,74954,57,Self-emp-inc,119253,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,65,United-States,>50K
+Eben Stivens,5/13/1960,502-69-2665,24967,47,Self-emp-not-inc,121124,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,Italy,>50K
+Alyssa Havelin,7/16/1976,556-29-6954,77540,41,Private,220132,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Gabriel Colbert,10/13/1987,759-81-1738,96283,21,Private,60639,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+Kort Bend,7/5/1975,255-03-7658,87243,17,Private,195262,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,17,United-States,<=50K
+Catharina Swanton,1/4/1969,704-51-8957,31590,61,,113544,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,55,United-States,<=50K
+Elizabeth Sandifer,3/1/1981,577-83-2030,5798,47,,331650,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,8,United-States,>50K
+Callean Daniells,12/21/1985,896-02-9982,11777,22,Private,100587,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,15,United-States,<=50K
+Wendie Tadgell,12/28/1964,590-96-9475,11148,47,Private,298130,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lane Mapother,6/15/1969,540-15-7877,93922,45,Private,242391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Kate Goldstone,8/22/1974,456-89-4421,10557,32,Self-emp-not-inc,197867,Assoc-voc,11,Divorced,Sales,Unmarried,White,Male,0,0,50,United-States,<=50K
+Marti Maitland,9/15/1992,672-80-3560,72535,59,Private,151977,10th,6,Separated,Priv-house-serv,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Kirsten Haill,4/26/2011,774-88-8661,2870,38,Private,277347,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Todd Priver,5/30/1981,578-73-7751,61617,33,Private,125249,HS-grad,9,Separated,Protective-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+Tawnya Peckham,5/2/1982,247-77-0808,24762,41,Private,222142,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Fran Trawin,11/19/1961,678-63-8878,14973,51,Private,270194,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Morna Davis,3/5/1954,532-51-5284,78735,42,Private,169995,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+Marian Delyth,2/8/1958,275-32-3549,69635,27,Private,359155,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Velvet Gresty,5/19/2004,671-27-7877,18920,60,Private,123992,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+D'arcy Wildor,9/24/1995,156-74-5385,90566,64,Local-gov,266080,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Arri Sivyer,3/27/2011,506-48-5665,98848,37,Private,201531,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Bail Manthorpe,5/2/2012,398-47-9144,15324,54,Self-emp-not-inc,179704,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+May Woodstock,7/24/1963,677-63-0534,41166,36,Private,393673,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+Emmery Atherton,9/8/2005,827-35-9942,19874,34,Private,244147,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+Willi Ruffler,10/7/1980,407-41-8338,76749,41,Self-emp-not-inc,438696,Masters,14,Divorced,Sales,Unmarried,White,Male,0,0,5,United-States,>50K
+Cullie Pilmer,8/30/1968,704-21-7319,43171,35,Self-emp-not-inc,207568,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,<=50K
+Zelda Monkton,9/3/1977,240-25-1338,95060,63,Self-emp-inc,54052,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,>50K
+Agustin Southern,10/27/2007,257-96-3883,5310,46,Private,187581,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Cecily Stanfield,3/27/1953,839-82-4510,59442,47,Self-emp-not-inc,77102,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Penelope Mertel,11/7/1991,422-36-0121,57608,24,Private,353010,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Frants Muris,2/6/1990,525-64-2479,69432,29,Private,54131,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Correna Dickerson,1/17/1978,310-22-0959,41655,74,Federal-gov,39890,Some-college,10,Widowed,Transport-moving,Not-in-family,White,Female,0,0,18,United-States,<=50K
+Brok Brandsma,1/2/1961,135-63-5302,12655,50,Private,156877,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+Annette Grafom,6/18/1970,109-69-7155,60237,22,Private,355686,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Samaria Gobel,6/30/2010,520-41-2966,95650,48,Private,300168,12th,8,Separated,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Rickie Stitfall,4/16/1996,714-25-4568,28860,30,Private,488720,9th,5,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Artair Novkovic,7/1/1976,565-08-3061,57288,32,Private,157287,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Honor Brisley,2/26/1958,775-47-0098,58160,39,Private,184659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Dari Alessandrini,5/15/1994,362-89-2934,76978,49,Private,214169,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Clevie Clementi,3/5/1977,539-84-7188,13985,25,Private,192149,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Ave Parlott,2/13/1957,504-17-5944,85488,50,Private,137253,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Zsazsa Gwyneth,4/17/1978,543-73-1774,3622,44,Private,373050,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Adair Kinder,10/8/1989,313-84-1018,81295,65,Private,90377,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,6767,0,60,United-States,<=50K
+Joella Tregust,3/29/1977,249-03-3920,38566,28,Federal-gov,183151,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,<=50K
+Caitlin Norquoy,7/23/1953,445-48-4082,67001,55,Private,227158,Bachelors,13,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Daisey Deverille,1/6/1981,334-55-4477,52769,49,Local-gov,34021,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+Hilde Darke,5/30/1971,715-23-4991,45721,31,Private,165148,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,12,United-States,<=50K
+Di Dellatorre,12/20/2011,201-93-6527,38508,47,Private,211668,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,>50K
+Margi Wych,11/16/1968,469-55-3989,63035,45,Private,358886,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Sabina Soughton,11/23/2006,584-24-1795,28332,35,Private,47707,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Ottilie Croad,6/7/1992,639-05-5984,95465,34,Self-emp-not-inc,306982,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,60,South,<=50K
+Lynnea Poytheras,8/26/1966,437-13-9159,81738,49,Local-gov,52590,HS-grad,9,Widowed,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Celle Caudelier,4/14/2012,509-63-5325,96923,39,,179352,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Giffer Keddy,10/1/1950,795-97-3861,79541,27,Private,158156,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,42,United-States,<=50K
+Drucy Rowat,8/13/1992,300-70-7981,55615,42,Private,70055,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Rafferty Sparshatt,5/27/1979,134-14-2248,61581,60,,131852,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+Burty Clemens,1/21/2008,562-20-6841,60736,64,Self-emp-not-inc,177825,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,1055,0,40,United-States,<=50K
+Amalie Warbey,10/5/1975,115-71-9337,66687,33,Private,127215,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+Damian Lunn,4/21/1952,744-01-3060,26412,23,Private,175183,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Barnett Bierton,1/16/1959,117-47-7953,84039,45,Private,142287,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Melinde Nairns,1/13/1956,653-55-1105,2344,34,Private,221324,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Darsie Barbe,4/15/2005,877-60-5457,49612,53,Private,227602,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,37,Mexico,<=50K
+Gilbertina Gajewski,10/3/1980,578-75-9581,30950,22,Private,228452,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Cherri Mattiussi,4/5/2008,651-54-1216,87007,57,State-gov,39380,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Loni Jobern,6/16/1989,789-34-5120,82631,20,,96862,Some-college,10,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+Ariadne Gautrey,11/24/1958,334-11-3957,1413,23,Private,336360,7th-8th,4,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Beryle Kenforth,11/17/1965,763-77-3228,7971,31,Private,257644,11th,7,Never-married,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Gavan McShane,3/26/2006,577-71-6413,44279,23,State-gov,235853,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,22,United-States,<=50K
+Cathy Pearch,1/16/1993,386-93-7077,22037,30,Private,270577,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Will Margrett,7/6/1979,892-67-7328,35482,32,Local-gov,222900,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Rhianna MacSweeney,11/15/2005,538-36-8000,67205,42,Private,99254,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,>50K
+Paten Adolfsen,1/18/1965,731-22-6062,75273,51,Private,224763,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+Lucas McGhie,1/16/1997,192-59-1613,91649,59,Self-emp-not-inc,174056,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+Andris Nickolls,8/16/1954,721-92-8591,49145,36,Private,127306,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Gilligan De Bruijn,7/9/1968,369-80-6850,13656,45,Private,339506,HS-grad,9,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Townsend Michelle,6/25/1988,508-90-3094,85418,35,Private,178322,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,Germany,>50K
+Lena Fisbey,9/14/1976,281-66-7316,46941,33,Private,189843,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Keary Mew,11/21/2007,381-60-2908,35604,43,Private,160815,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Salim Outerbridge,12/13/1982,829-26-3773,10027,60,Private,207665,HS-grad,9,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+Gayle Duberry,6/2/1968,509-93-8643,29324,37,State-gov,160402,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Chickie Cleatherow,5/30/1994,350-13-1725,7335,35,Private,170263,Some-college,10,Never-married,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Eileen Crippill,7/22/2010,598-91-1947,48987,36,Private,184659,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,52,United-States,<=50K
+Yance Spatig,12/26/1952,466-69-0554,44846,38,Federal-gov,338320,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Ceil McTrustey,11/17/1979,875-05-4141,61086,54,Private,101017,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Yul Bubbear,5/16/1973,400-31-9952,43602,51,Private,204322,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Talbert Whiffen,10/11/1969,257-30-9693,45754,45,Private,241350,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Tadio Ketchen,8/23/1992,198-32-9016,74584,63,Federal-gov,217994,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Allen Labern,4/20/1978,680-05-5117,46430,51,Private,128143,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Hailey Kroon,9/2/1956,464-33-9335,78369,58,Self-emp-not-inc,164065,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,18,United-States,<=50K
+Anton Jurzyk,1/25/1968,742-33-4061,13780,64,Local-gov,78866,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Toinette Kuna,9/14/1954,569-94-7321,29029,20,Private,236769,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Elnora Cowie,1/31/2009,703-80-8827,61230,44,Federal-gov,239539,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+Roland Zucker,1/30/1972,429-92-3354,23132,39,Private,34028,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,48,United-States,<=50K
+Isabel Fox,10/4/1991,227-03-4891,9968,45,State-gov,207847,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gaspard Bradtke,4/26/1976,861-71-2749,22446,44,Private,175935,Doctorate,16,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,55,United-States,>50K
+Rance Kamen,5/5/1964,827-86-8684,87556,22,Federal-gov,218445,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Manolo Skokoe,3/16/2004,553-06-9575,22744,63,Self-emp-inc,215833,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Hurlee Muzzillo,10/10/1972,154-27-1141,73971,26,Private,156976,Assoc-voc,11,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Durward Tyer,8/31/2005,109-61-0062,47365,42,Self-emp-not-inc,220647,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Beatrix Renowden,1/29/2006,486-09-8226,5552,20,Private,218343,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Jeddy McRory,6/9/1976,877-54-6163,32472,29,Private,241431,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+Vi Breakey,6/16/1983,825-20-2196,71691,38,Local-gov,123983,Bachelors,13,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,0,1741,40,Vietnam,<=50K
+Kellina Lambourn,11/5/1950,176-30-9088,97057,25,Private,73289,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Shara Christmas,12/3/1962,711-52-1898,26731,27,Private,408623,Bachelors,13,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+Moise Abdie,10/27/1950,106-26-5272,34456,46,Private,169180,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Merlina Yegorshin,7/3/1955,782-19-5224,89827,31,Private,54929,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Coreen Petre,8/9/1954,430-14-1845,19157,24,Private,306779,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,35,United-States,<=50K
+Stace Flewan,10/3/1953,242-27-2070,75629,43,Private,159549,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Suzy Spragg,4/7/1953,203-03-8564,12018,23,Private,482082,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,21,Mexico,<=50K
+Stevy Caselick,6/12/1964,104-26-9417,84482,32,Local-gov,286101,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Female,0,0,37,United-States,<=50K
+Klarrisa Urlich,7/1/1988,682-22-8205,1652,44,Private,167955,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+Paulita Legerwood,2/5/2005,225-21-7831,11182,40,Self-emp-not-inc,209040,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lesly Hember,9/25/1965,266-41-8540,25103,38,Private,105017,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Drucie Dillow,5/16/1958,763-67-4421,9001,23,Private,27776,Assoc-voc,11,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hadria Sciacovelli,9/15/2005,886-26-5998,29347,19,Private,242941,Some-college,10,Never-married,Sales,Own-child,White,Female,0,1602,10,United-States,<=50K
+Aimee Gyford,1/9/2009,451-08-7391,12746,41,Private,118853,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Carlota Nibley,8/18/1968,265-27-7129,6515,48,Private,119565,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Julie Pumphreys,4/8/1959,670-05-5281,64788,23,Private,196827,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1902,40,United-States,<=50K
+Audra Larcombe,2/18/1992,365-39-7731,90182,47,Private,275361,Assoc-acdm,12,Widowed,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Ashton Ormiston,5/11/1971,116-90-7805,50483,42,Private,225193,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Richardo Mengo,1/27/2011,695-37-6175,49849,17,Private,329783,10th,6,Never-married,Sales,Other-relative,White,Female,0,0,10,United-States,<=50K
+Baryram Dorman,6/19/1955,773-42-2931,49297,29,Local-gov,107411,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,70,United-States,<=50K
+Patrick Tong,4/16/1957,136-60-0652,99748,21,State-gov,258490,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Gran Spurgin,11/24/2011,205-53-5604,80176,18,,120243,11th,7,Never-married,,Own-child,White,Male,0,0,27,United-States,<=50K
+John Slograve,2/20/1991,748-51-5699,93044,31,Private,219509,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,>50K
+Bondy Ilymanov,6/21/2006,524-45-9705,29692,27,Local-gov,29174,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Martelle Albany,4/18/1975,472-50-4999,61757,29,Private,40083,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Canada,<=50K
+Artemis Farrear,9/20/1961,296-02-8496,14402,23,Private,87528,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Felicle Dikelin,5/23/1952,503-31-1270,60555,41,Private,116379,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,55,Taiwan,>50K
+Ira Polhill,1/27/1988,873-51-3700,91005,46,Local-gov,216214,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Thekla Lynnitt,1/4/1957,624-03-2781,15007,34,Private,268051,Some-college,10,Married-civ-spouse,Protective-serv,Other-relative,Black,Female,0,0,25,Haiti,<=50K
+Tiebold Handford,8/21/1983,130-53-1055,5937,42,Self-emp-not-inc,121718,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+Jordana Tavener,10/10/1987,529-91-9181,47966,18,Private,201901,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,1719,15,United-States,<=50K
+Bill Peres,2/5/2011,595-92-2202,44609,46,Private,109089,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,37,United-States,<=50K
+Abey Marklew,12/5/2002,104-81-6174,45512,18,,346382,11th,7,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+Blinny La Rosa,5/24/2006,212-88-1550,70899,52,Private,284129,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Elvera Atwood,12/17/2007,644-79-8174,64243,56,Private,143030,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Adelaida McGowran,2/17/1957,213-74-5368,75299,21,Private,212619,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Minnaminnie Mayes,7/18/1997,406-94-9684,45881,22,Self-emp-not-inc,199011,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,20,United-States,<=50K
+Gerardo Goulstone,5/8/2011,688-98-9823,75086,31,Private,118901,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Kermit Carcas,4/28/2010,147-23-3745,18618,41,Self-emp-not-inc,129865,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+Karney Hamley,3/24/1985,819-38-5358,72092,25,Private,157900,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Boonie O'Fogerty,4/28/1968,409-21-8548,8506,43,Self-emp-not-inc,349341,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Conroy Leveret,1/9/1970,197-41-9397,56504,45,Private,158685,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Harriet Minchi,9/20/1960,602-78-3867,75861,26,Private,386585,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Rebe Prall,4/9/1964,341-79-7587,73421,90,Private,52386,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+Sol Yeardley,1/18/1982,830-78-5807,97980,45,Private,246891,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+Gloria Labone,10/13/1952,681-31-7957,1043,30,Private,190385,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+Aldin Knappett,3/4/1972,764-37-7635,73727,42,Private,37869,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Zachary Domesday,1/6/1967,289-10-3290,61481,20,Private,217807,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Dannie Penwright,5/6/1964,570-22-4731,50086,53,Private,149784,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+Mischa Capini,8/30/2010,598-93-0341,80263,64,State-gov,201293,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Reba Ditch,5/17/1993,286-89-2442,92035,56,Private,128764,7th-8th,4,Widowed,Transport-moving,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Pietra Bastick,12/1/1968,371-17-8990,14180,42,Private,27444,Some-college,10,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Dawn Tukesby,2/12/1984,482-75-2139,35107,26,Private,62438,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Elroy Pollendine,10/3/1979,624-64-8342,9238,31,Local-gov,151726,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Selena Ferne,2/27/1992,635-77-7286,86366,40,Private,29841,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Marne Rillatt,8/24/2008,880-77-8133,40979,58,Private,131608,Some-college,10,Widowed,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fritz Sowle,8/30/1995,442-10-2981,65233,41,Private,110562,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Eadmund Lochrie,5/26/1973,651-16-6859,27893,58,Self-emp-inc,190541,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,47,United-States,<=50K
+Ellyn Crossby,2/29/1988,656-90-7684,71484,62,State-gov,33142,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Calla Clendening,11/16/1966,696-87-9500,43700,65,Self-emp-inc,139272,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,60,United-States,>50K
+Munroe Woodberry,6/15/2005,637-54-6147,94986,40,Private,234633,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kin Maxted,6/26/1978,569-98-3660,4200,45,Local-gov,238386,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Corenda Maddocks,10/6/1958,407-93-3415,48721,22,Private,460835,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,55,United-States,<=50K
+Brocky Comusso,2/4/1962,305-25-8445,17379,23,,243190,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,20,China,<=50K
+Donaugh Matthews,10/21/2009,516-27-7533,29553,63,Federal-gov,97855,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Milli De Andreis,3/11/1999,256-98-0629,19414,39,Private,77146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+Auberon Matschke,1/6/1984,208-55-3381,75015,37,Private,200863,Some-college,10,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Maggee Coggen,7/3/1996,805-93-8428,63048,25,,41107,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,Canada,<=50K
+Jim Dowker,5/20/1992,798-54-1854,21344,56,Private,77415,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Kessiah Feveryear,12/11/1965,776-62-5180,36005,32,Private,236770,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Trev Hegerty,3/23/1967,673-50-0747,1771,53,Federal-gov,173093,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,1887,40,Philippines,>50K
+Jada Julian,7/4/1954,847-50-2555,43626,32,Private,235124,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hermy Prigg,8/22/1974,260-82-3407,70735,23,Self-emp-not-inc,282604,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,60,United-States,>50K
+Freeman Emberson,9/10/1950,200-93-8455,74928,35,Private,199288,11th,7,Separated,Transport-moving,Not-in-family,White,Male,0,0,90,United-States,<=50K
+Eliot Morfield,5/23/1972,163-83-7202,66927,51,Private,191659,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,65,United-States,>50K
+Sabrina Daintith,10/15/2008,477-47-5808,55153,19,Private,43285,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Pippo Caslake,9/12/1953,688-16-6960,59812,41,Private,160837,11th,7,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+Brockie Henri,3/10/1961,842-25-5483,16896,22,Private,230574,10th,6,Never-married,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+Halimeda Maudett,9/14/1986,552-94-2223,87848,23,Private,176178,HS-grad,9,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Lisa Dighton,7/16/1996,840-99-2572,98905,36,Private,116358,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+Jordan Corten,1/10/1956,661-64-3119,36173,27,,253873,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Rosmunda Mersey,1/10/2008,633-51-6616,84525,45,Private,107787,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,<=50K
+Tracie Petrasek,9/29/1982,736-47-7578,29062,23,Self-emp-not-inc,519627,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+Cassius Sazio,7/6/1952,652-31-3853,94476,21,Private,191460,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Feodora Axford,7/15/1969,324-97-1401,68538,44,Private,198282,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+Reggy Fearnall,1/27/1968,406-58-1751,16356,29,Private,214858,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Cordey Gagan,12/19/2005,481-45-2502,1960,36,Self-emp-not-inc,64875,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,<=50K
+Raul Luesley,3/22/1954,108-86-1723,57298,18,Private,675421,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,594,0,40,United-States,<=50K
+Minnaminnie Crosgrove,2/25/1969,226-10-5786,24758,62,Self-emp-not-inc,134768,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Garwood Berringer,3/8/1951,691-73-6255,76577,25,Federal-gov,207342,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Ric Felkin,6/16/2007,207-55-9554,97608,34,Private,64830,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Gisele Gauntley,5/17/1962,325-29-4365,57394,31,Private,220066,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,14344,0,50,United-States,>50K
+Keene Pessold,7/6/1967,734-97-5371,5064,37,Private,82521,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+Cobby Devonside,1/1/1972,586-02-7889,43816,33,Private,176711,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,England,<=50K
+Kahlil Crawley,2/17/1974,521-99-7001,42721,22,,217421,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+Kalila Winwood,10/17/1989,159-02-0780,80437,28,Private,111900,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Elane Folomkin,1/10/1971,300-58-3849,64924,22,,196943,Some-college,10,Separated,,Own-child,White,Male,0,0,25,United-States,<=50K
+Kathi Tees,9/3/1988,733-48-5033,18020,47,Private,481987,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Gareth Pettinger,7/9/1976,608-37-5949,42287,67,,184506,11th,7,Married-civ-spouse,,Husband,White,Male,0,419,3,United-States,<=50K
+Bee Watchorn,1/22/1957,391-04-4380,16131,20,,121313,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Sawyere Halls,8/2/2006,339-54-9658,36257,34,Private,158420,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Billie Bernardini,1/17/1991,369-36-9054,80915,26,Private,256000,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+Darda Durnell,9/4/1966,775-46-5733,66459,36,Private,183892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,44,United-States,>50K
+Lorena Sparshett,8/24/1981,869-03-5762,95420,28,Private,42734,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Benedicto Bosworth,6/14/1975,306-90-3186,55708,22,Private,181773,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+Ellerey Kinchlea,2/7/1998,105-10-9274,42666,47,Private,184945,Some-college,10,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Calhoun Morten,3/28/2002,353-30-9623,2839,33,Private,107248,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Vasily Hevner,4/5/1987,148-07-8927,7041,34,Self-emp-inc,215382,Masters,14,Separated,Prof-specialty,Not-in-family,White,Female,4787,0,40,United-States,>50K
+Corny Molohan,3/23/1957,361-79-0535,9628,25,Private,122999,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Lilian Debling,8/26/1997,450-65-8781,83829,37,Private,758700,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3781,0,50,Mexico,<=50K
+Rhodia Roundtree,7/6/1966,737-66-7608,41633,36,State-gov,166606,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Feodor Dowzell,5/4/1972,500-64-0685,9052,61,Local-gov,192060,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,30,,<=50K
+Emmaline Everard,1/16/1955,275-90-6628,61132,74,,340939,9th,5,Married-civ-spouse,,Husband,White,Male,3471,0,40,United-States,<=50K
+Sonja Duffyn,5/1/2007,892-91-5582,25876,57,Private,205708,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Poland,<=50K
+Howard Regis,4/14/1993,731-86-2344,93547,55,Private,67450,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,England,<=50K
+Maye Killigrew,2/15/1974,358-49-9339,85424,20,Private,242077,HS-grad,9,Divorced,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Andreana Shearme,1/11/2012,293-91-4837,83524,43,Private,129573,HS-grad,9,Never-married,Sales,Not-in-family,Black,Female,0,0,44,United-States,<=50K
+Sawyere Nowaczyk,12/17/1970,562-66-8007,85774,54,Private,181132,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,England,>50K
+Averil Lowdham,11/21/1979,223-61-6356,10148,25,Private,212302,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Daphna Paylor,12/20/1998,784-87-4065,25855,42,Private,83411,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+Granville Million,9/10/1986,740-40-7319,7057,23,,148751,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Bobine Bursnoll,12/31/1989,185-02-2440,3276,17,Private,317681,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,10,United-States,<=50K
+Kinnie Greenhill,5/13/2009,603-09-0073,41738,39,,103986,HS-grad,9,Never-married,,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Kipper Troucher,8/27/1973,761-47-6942,38832,63,Private,30602,7th-8th,4,Married-spouse-absent,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Washington Boswell,1/10/1955,433-58-2662,64884,19,Private,172893,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+Bil Cheater,6/14/1973,579-52-7926,29073,56,Self-emp-inc,211804,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Elbert Gandrich,12/12/2004,100-72-1765,12290,33,Self-emp-not-inc,312055,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Annmarie Showt,9/22/1989,387-76-3435,99389,37,Private,65390,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Candida Hallums,5/17/1960,647-73-3953,57242,27,Private,200500,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Mercedes Loines,8/29/1970,600-79-1381,23927,36,Local-gov,241962,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Dev Headingham,11/27/1955,310-56-5737,48008,30,Self-emp-inc,78530,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,Canada,>50K
+Georgia Oswell,11/18/1975,831-19-3341,86394,22,Private,189950,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Ewan Morse,4/2/1997,878-43-4944,86299,35,Private,111387,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1579,40,United-States,<=50K
+Arliene Radley,8/4/1975,187-71-4189,81443,20,Private,241951,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Brooke Toope,7/29/1987,365-95-5477,67569,18,Private,343059,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Oberon Chivers,9/27/2001,751-98-1794,15076,25,Private,302465,12th,8,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+Blaine Le Huquet,6/11/1983,148-06-8799,86472,53,Private,156843,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,54,United-States,>50K
+Sydelle Remmers,6/21/2007,832-42-0561,91576,21,,79728,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Belita Hirche,1/12/1987,519-20-4663,99802,19,Private,55284,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Rozamond Pallis,1/27/1971,724-51-7313,76583,34,Private,509364,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Bess Malyon,9/23/1983,558-79-1045,95747,32,State-gov,117927,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Marcy Olpin,7/19/1994,684-68-4445,74422,20,Private,137651,Some-college,10,Never-married,Machine-op-inspct,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Madelle Menhci,6/16/1992,125-88-3662,38911,70,Private,131060,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+Clemmie Jonas,10/29/1998,574-78-5879,47404,57,Private,346963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Illa Lamplough,12/5/1952,184-76-9639,58728,54,Private,183611,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3137,0,50,United-States,<=50K
+Steffi Holligan,4/18/1965,305-41-0909,59861,34,Private,134737,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Mollie Tweedell,9/2/2005,333-50-5179,17658,48,Private,36503,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Munroe Tugwell,8/1/1968,765-11-6241,59295,42,Private,250121,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Yulma Wotton,9/8/1972,652-10-7554,4370,45,Private,330535,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Lorilyn Quarton,2/12/2010,316-29-8633,64177,27,Private,387776,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Salomo Benbough,10/20/2003,766-55-2408,12364,51,Private,41474,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Aubrette Steels,6/7/1976,320-25-7437,19588,36,Local-gov,318972,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,65,United-States,<=50K
+Tabor Muddicliffe,7/15/1981,686-43-3649,41916,33,Private,86143,Some-college,10,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Tobe Giraudou,11/22/1998,541-17-1177,33130,50,Private,181139,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lise Ambrogioni,10/2/2010,402-96-1751,18054,44,Private,326232,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,2547,50,United-States,>50K
+Cord Nicklinson,10/22/1994,558-56-0488,79334,39,Local-gov,153976,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Saraann Coward,4/3/1983,390-82-4089,28433,55,Self-emp-not-inc,59469,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,25,United-States,<=50K
+Ferguson Kolis,7/8/1976,542-84-3404,34821,24,Private,127139,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Elsy Tatchell,3/17/1980,582-58-1468,58897,35,Private,136343,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ella Debney,3/23/2004,254-60-1399,74750,32,Self-emp-not-inc,350624,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Goran Fero,12/12/1971,138-74-8051,28348,66,,177351,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,2174,40,United-States,>50K
+Burke Kringe,3/24/1968,772-13-0434,16367,68,Private,166149,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,2206,30,United-States,<=50K
+Marchelle McQuie,4/30/2004,450-60-6224,95257,29,Private,121523,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Lev Ough,9/10/1959,535-42-3135,15717,24,Self-emp-not-inc,267396,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Shurwood Jansens,5/15/2005,281-23-6224,78889,61,Private,83045,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Griff Gant,6/4/1987,352-86-6573,64260,34,Private,160449,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+Isadora Carlisle,10/8/2007,323-39-1182,41662,55,Self-emp-inc,124137,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,35,Greece,>50K
+Terry Gladebeck,2/3/2009,767-15-9084,46126,20,,287681,Some-college,10,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+Brose Frift,2/15/1967,105-87-6907,76948,41,Private,154194,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Selia Chadburn,8/25/1985,860-41-9056,14427,36,Self-emp-not-inc,295127,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,84,United-States,<=50K
+Audrie Estabrook,8/22/2010,259-36-9077,19081,60,Private,240521,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Jemmy Cowwell,4/29/2003,333-72-5668,56199,61,Self-emp-not-inc,244087,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+Serena Oppery,11/19/1994,537-37-2009,18399,35,Private,356250,Prof-school,15,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,35,China,<=50K
+Kendricks Harrhy,9/2/1966,386-49-5250,45514,42,State-gov,293791,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Kilian Jannequin,9/12/1959,644-31-5651,44735,26,Private,44308,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fanny Vaillant,10/9/1986,684-04-5068,45514,44,Local-gov,210527,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Emili Meader,7/2/1989,808-22-1433,35612,31,State-gov,151763,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Genni Scargill,5/10/1957,781-29-0067,50705,39,State-gov,267581,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Susana Fosher,9/21/1975,688-96-8509,75681,20,Private,100188,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,24,United-States,<=50K
+Sutton Darrigone,12/21/1980,434-78-3526,87122,32,Self-emp-inc,111746,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Zacharie Bank,7/1/2007,171-53-8714,56428,32,Self-emp-not-inc,171091,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Kata Swinnard,9/15/1960,124-19-1273,77198,61,Private,355645,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,20,Trinadad&Tobago,<=50K
+Cleon Twinbrow,4/3/1973,790-53-3779,45333,54,Local-gov,137678,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Godard Woodings,2/25/1966,705-52-7457,26556,23,Private,70894,Assoc-acdm,12,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Marjorie Venmore,11/4/1971,656-51-1145,45203,19,Private,171306,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,3,United-States,<=50K
+Clark Gianettini,4/7/1978,241-54-1140,54228,31,Private,100997,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Tab Corfield,9/18/1998,604-33-3232,95539,35,Private,63921,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Opal Lashmore,12/8/1967,559-36-9286,12536,29,Private,32897,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Sasha Malyj,11/30/2004,175-99-7765,44372,29,Local-gov,251854,HS-grad,9,Never-married,Protective-serv,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Rubia Southerton,10/16/1951,161-06-8472,93550,25,Private,345121,10th,6,Separated,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Joly Jakubski,6/15/2000,591-45-8479,42567,46,Private,86220,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Madge Pinch,4/24/1969,283-42-1728,36758,35,Private,172845,Assoc-voc,11,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Ash Karpman,11/28/1976,640-98-6404,76133,20,Private,171398,10th,6,Never-married,Sales,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+Corissa Notton,2/8/1967,154-83-7368,77101,24,Self-emp-not-inc,174391,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Idell Lawlor,6/7/1963,415-59-4207,99465,48,Private,207058,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+Skipp Braithwait,12/26/1954,371-20-6628,74643,37,Private,291251,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Marj Hurl,5/15/2008,702-31-7492,84582,60,Self-emp-not-inc,224377,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Horatius Imlen,10/21/1955,441-71-8315,38145,39,Private,105813,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Haywood Palister,7/19/1959,489-81-3367,52688,29,Local-gov,180916,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Cherish Lindman,10/11/1990,812-54-6308,41753,31,Self-emp-not-inc,122749,Assoc-voc,11,Divorced,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Wit Perez,5/30/1951,342-48-9380,79804,38,Private,31069,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+Mag Local,11/6/1989,654-46-0610,33380,26,Self-emp-not-inc,284343,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alfreda Brideaux,3/18/1973,854-69-8079,7058,64,Private,319371,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+Lorena Connolly,7/15/1959,879-64-1008,37252,46,Private,174224,Assoc-voc,11,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Stephani Anlay,3/4/1973,271-81-4480,63468,69,,183958,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Adele Alenin,10/20/2008,591-41-2088,51283,39,Private,127772,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3103,0,44,United-States,>50K
+Dorian Gibbett,4/10/1951,760-86-7401,9908,48,Private,80651,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Linn Smalecombe,12/2/1960,598-48-2357,2612,46,Private,62793,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Erin Guitonneau,6/17/1967,333-08-2669,81892,42,Private,191712,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Danyette Wickson,3/20/1979,697-02-0090,47272,39,Self-emp-not-inc,237532,HS-grad,9,Married-civ-spouse,Sales,Wife,Black,Female,0,0,54,Dominican-Republic,>50K
+Willie Brisbane,9/28/1971,497-68-0760,47661,50,Federal-gov,20179,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Bria Rosiello,1/30/1953,783-01-9404,64880,24,Private,311376,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Josiah Wormald,3/26/1966,242-55-4854,75871,30,Private,432565,Assoc-voc,11,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,40,Canada,>50K
+Janifer Flaonier,1/23/1979,546-82-0649,54131,39,Self-emp-inc,329980,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,60,United-States,>50K
+Rosalynd Winger,2/13/2009,218-63-5442,13758,29,Self-emp-not-inc,125190,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Herbert Kurton,6/19/1997,554-87-2857,52826,23,Private,342946,11th,7,Never-married,Transport-moving,Own-child,White,Female,0,0,38,United-States,<=50K
+Lanie Serginson,4/7/1989,156-44-9650,38218,21,,219835,Assoc-voc,11,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Petronella Hindes,4/23/1972,376-53-2077,14215,32,Private,123429,10th,6,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fraser Jahn,3/11/1987,501-60-4170,17429,69,Self-emp-inc,69209,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3818,0,30,United-States,<=50K
+Armstrong Rivitt,11/29/1997,199-08-1079,89546,55,Private,66356,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+Dante Tinwell,2/23/1997,288-42-5774,44905,41,Private,195897,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Kristan Gabb,5/19/2008,442-30-1610,18329,44,Self-emp-inc,153132,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,52,United-States,>50K
+Aretha Chyuerton,5/26/1958,457-84-4612,58303,18,Private,230875,11th,7,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Petunia Vlahos,8/12/1987,649-61-5053,12890,74,Self-emp-not-inc,92298,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+Jeni Merrikin,12/9/1973,621-83-7243,97312,40,Private,185145,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Rosalinde Goode,11/19/1979,394-25-8421,87739,27,Private,297296,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tiphany Davies,4/17/2002,655-99-2670,83616,75,,164849,9th,5,Married-civ-spouse,,Husband,Black,Male,1409,0,5,United-States,<=50K
+Brandise Lynskey,9/2/1951,572-18-6292,4,55,Private,145214,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Guido Bean,6/11/1984,636-12-9974,83631,52,Self-emp-not-inc,242341,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Karole Vasishchev,5/3/1981,675-20-2077,18459,54,Private,240542,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+Rosmunda Shiels,6/30/1951,512-58-4837,56258,36,Private,104772,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,48,United-States,<=50K
+Kaile Clyne,4/2/1996,874-93-6086,65406,76,,152802,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Natalina Mixhel,6/16/1987,387-73-7417,90646,26,Private,181666,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Mahmoud Ollander,1/22/1981,447-85-2470,50196,18,Private,415520,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Liz Pettko,9/8/1982,442-03-7450,43586,38,Private,258761,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Mame Audley,5/21/2009,655-21-5341,82829,50,Private,88842,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,40,United-States,>50K
+Farah Stearndale,2/9/1975,342-71-8114,53300,19,,356717,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+Nanny Berthon,12/27/1999,507-03-6108,72666,32,Private,158438,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Kevan Weeden,2/17/1982,849-51-7131,72959,57,Private,206206,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Catherine Pyser,7/30/2005,440-39-5328,83189,20,Private,51816,HS-grad,9,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+Kinny Delbergue,7/30/2000,171-64-2228,26580,27,Private,253814,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Freddy Blagburn,9/26/1954,585-61-2299,13672,31,Self-emp-not-inc,161745,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,1980,60,United-States,<=50K
+Letizia Scryne,8/6/1994,493-38-7134,64792,60,Private,162947,5th-6th,3,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Puerto-Rico,<=50K
+Hillier Whitton,3/9/1986,736-77-3382,80009,52,Private,163027,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,50,United-States,<=50K
+Tyler Ector,9/23/1997,404-55-3046,70257,61,Private,146788,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Moreen Bernardez,12/11/1982,237-95-0183,42528,57,Self-emp-not-inc,73309,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,55,United-States,>50K
+Ginelle Janton,1/29/2010,371-88-0637,52045,19,,143867,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Tobey Jessep,6/16/1970,130-45-2487,78599,59,Self-emp-not-inc,104216,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+Janka Shaxby,11/10/2011,840-34-2958,42451,34,Self-emp-not-inc,345705,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,>50K
+Dillie Amoore,8/1/1978,216-03-8444,55256,31,Private,133770,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+Sharyl Di Giacomo,4/27/1999,446-68-0079,11917,42,Private,209392,HS-grad,9,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+Dian Rudloff,12/13/1980,178-38-9756,42956,70,Private,262345,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,6,United-States,<=50K
+Franky Potten,3/16/1996,542-83-3614,7131,47,Private,277545,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,,>50K
+Briney Seeborne,8/27/1966,712-02-1950,61327,47,,174525,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3942,0,40,,<=50K
+Bobbi Duley,8/9/1969,588-50-9892,5303,29,Private,490332,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+Edgardo Cozins,2/24/1970,361-59-2339,41991,27,Private,211570,11th,7,Never-married,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Carissa Millam,12/13/1952,731-43-4780,48868,25,Private,374918,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Bronnie Gwillim,9/5/1959,443-79-1277,16982,51,Private,106728,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5178,0,60,United-States,>50K
+Lilias Opie,5/19/1992,771-75-6816,45276,28,Private,173649,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,,<=50K
+Joe Olivelli,10/23/1950,884-21-5116,9469,35,Private,174597,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Elfrieda Shakspeare,10/31/1964,703-69-0174,14222,36,Self-emp-not-inc,233533,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Petra Tumielli,9/8/2011,642-58-8147,52276,54,,169785,Masters,14,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rosana Trask,3/21/1997,134-30-0639,89867,46,Private,133169,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Waring Frise,1/28/1964,540-12-7949,87269,52,Private,198824,Assoc-voc,11,Separated,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Maura Listone,4/13/2002,605-31-6483,52628,65,Private,174056,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Everard Jursch,4/9/1982,671-62-7319,37175,43,Private,188696,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Anabella Reyburn,7/10/2000,616-21-6959,40503,41,Local-gov,90692,HS-grad,9,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Goldarina Perrington,12/10/1990,819-29-6034,97208,34,Private,271933,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,1741,45,United-States,<=50K
+Manda Normanvell,4/17/1954,477-42-6363,13656,47,Self-emp-not-inc,102359,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+Donica Ramshaw,2/7/1970,417-86-4463,40027,49,Federal-gov,213668,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,56,United-States,>50K
+Wilie Gagin,5/11/1956,240-91-9878,91689,21,Private,294789,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Ludvig Chaise,7/29/1995,525-93-5301,91240,20,Private,157599,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Helge Bagehot,3/5/2005,872-06-4193,73975,18,Local-gov,134935,12th,8,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Sheff Petruszka,1/17/1975,553-59-0365,81498,27,Private,466224,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Theodor Ceillier,5/7/1992,256-29-1310,57568,34,Self-emp-not-inc,111985,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Crista Marriner,10/1/1961,820-49-3062,67277,38,Private,264627,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Carol Sawley,9/19/1957,468-56-2440,27320,24,Private,213427,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sigmund Gosnold,6/8/1964,694-10-8013,5892,34,Private,279015,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Hanan Saunt,9/24/1951,471-74-0308,19273,47,Private,165937,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+Mariann Middlewick,10/24/1996,796-81-0843,37377,27,Federal-gov,188343,HS-grad,9,Separated,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Dion Glasbey,6/28/1965,417-25-8633,94400,63,Private,158609,Assoc-voc,11,Widowed,Adm-clerical,Unmarried,White,Female,0,0,8,United-States,<=50K
+Artemus Crambie,12/15/1968,817-05-4903,78928,34,Private,193036,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+Abbe Philo,3/23/1985,461-64-5701,46673,25,Private,198632,Some-college,10,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Westley Kauscher,1/1/1957,581-72-6550,20153,54,Private,175912,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Male,914,0,40,United-States,<=50K
+Ofella Spandley,8/11/2008,254-94-8877,65192,19,,192773,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Cody Highway,11/28/1993,892-01-4900,8076,35,Private,101387,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Farrell Bissell,9/20/2005,420-35-6884,29060,24,Private,60783,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,>50K
+Jewel Blewis,3/24/1985,297-44-7463,21548,26,Private,183224,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,35,United-States,<=50K
+Fredra Aleksankin,12/30/1992,592-21-0008,71297,59,Local-gov,100776,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rutledge Hallyburton,7/29/1973,799-39-6186,45980,43,Private,57600,Doctorate,16,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,,<=50K
+Nicolas Mowsley,6/28/1957,782-76-0450,41817,20,Private,174063,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Mic O'Flaherty,10/27/1966,690-69-3065,78959,41,Private,306495,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Kim Kubelka,11/13/1981,707-19-5279,86054,51,Private,249741,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Muhammad Corzor,1/14/1986,331-11-5984,65049,27,Private,93021,HS-grad,9,Never-married,Adm-clerical,Unmarried,Other,Female,0,0,40,United-States,<=50K
+Curry Rosettini,11/16/1977,555-34-8775,14309,36,Private,49626,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Casar Hember,4/22/1988,402-33-9357,43288,25,Private,63062,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+Eba Ingle,11/16/1968,397-01-4767,12212,55,Private,320835,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Clarie Petersen,2/9/1987,626-93-7929,53272,22,Local-gov,123727,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,21,United-States,<=50K
+Lucilia Koeppke,8/10/1984,886-57-2842,96353,58,State-gov,110517,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,4064,0,40,India,<=50K
+Xerxes Bradder,12/14/1955,581-91-6656,91487,43,Private,149670,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,4064,0,15,United-States,<=50K
+Lory Moland,9/5/1973,210-29-6133,94387,39,Private,172425,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+Jacenta Clifft,6/8/1984,283-31-6394,61658,40,Private,216116,9th,5,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,Haiti,<=50K
+Rees Effaunt,9/18/1987,539-67-3492,85562,46,Private,174209,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Rachele Tolefree,5/28/1990,787-07-5159,37918,54,Federal-gov,175083,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+Zacharias Stiebler,12/31/1986,368-95-5117,48912,19,Private,129059,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,30,United-States,<=50K
+Nettie Reihm,5/14/1965,600-39-0108,78747,24,Private,121313,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Parry Bonwick,5/22/1994,440-72-5980,2377,53,,181317,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Milka Escritt,2/27/1951,707-15-9504,83392,24,State-gov,166851,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,13,United-States,<=50K
+Bengt Slade,5/21/1992,592-19-0065,28164,29,Self-emp-not-inc,29616,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+Megan Padrick,11/21/1994,831-02-7225,64414,56,Self-emp-inc,105582,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+Briant Monson,10/23/1977,835-15-1029,58507,54,,124993,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Julina Rogge,4/24/1955,621-37-8773,98887,21,,148509,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Fifi Siss,11/10/1999,586-87-6778,30435,34,Private,230246,9th,5,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+Alanah Eat,8/18/2003,760-07-1012,34450,56,Private,117881,11th,7,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Burl Slator,12/22/2006,858-26-6092,59166,34,Private,203408,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+Isa Vaughan,12/22/1971,127-13-5210,46300,19,Private,446219,10th,6,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Rupert Linskey,1/27/2002,369-34-6118,30848,32,Self-emp-inc,110331,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+Walton Brayshaw,11/25/1978,502-83-6639,22867,48,Private,207946,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,52,United-States,<=50K
+Cleopatra Trynor,8/2/1983,334-46-7355,57044,67,,45537,Masters,14,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,>50K
+Otis Vockins,7/21/1968,762-39-3724,72950,47,Private,188330,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,<=50K
+Patricio Cockings,12/24/1975,205-34-9826,5381,52,Private,147629,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Duffie Camoys,6/30/1972,860-67-5397,74864,40,Private,153799,1st-4th,2,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,0,0,40,Dominican-Republic,<=50K
+Angelina Luter,1/27/1960,571-58-4649,55206,28,Private,203776,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Issiah Minot,8/5/1984,521-59-4443,98075,41,Private,168071,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+Audra Busson,8/31/1959,517-84-2870,61912,57,Private,348430,1st-4th,2,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,Portugal,<=50K
+Vite Calbrathe,1/5/1978,812-90-2801,14000,51,Private,103407,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Murry Corre,6/30/1977,354-82-8060,37269,26,,152046,11th,7,Never-married,,Not-in-family,White,Female,0,0,35,Germany,<=50K
+Oralee Sircomb,8/8/1997,574-08-1507,15689,36,Private,153205,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,45,,<=50K
+Shermy Snartt,1/28/2011,113-18-9497,1040,33,Private,326104,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Donica Akehurst,6/27/2012,220-40-0915,1440,46,Private,238162,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Emmalyn Rozzell,3/1/1968,136-63-8152,96440,50,Private,221336,HS-grad,9,Divorced,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Rudy MacNamee,2/5/1973,629-24-3647,34587,33,Private,180656,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,,<=50K
+Vanessa Huskinson,12/28/1978,740-46-7967,585,77,Self-emp-not-inc,145329,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,401,0,20,United-States,<=50K
+Edin Leon,2/7/1986,282-31-4002,1604,39,Private,315776,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,8614,0,52,United-States,>50K
+Roy Suffield,5/19/1990,647-49-8377,68549,67,,150516,HS-grad,9,Widowed,,Unmarried,White,Male,0,0,3,United-States,<=50K
+Valeria Ivanov,2/5/1989,497-34-0669,41248,35,Private,325802,Assoc-acdm,12,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,24,United-States,<=50K
+Kalli Liddy,3/4/1958,600-92-1811,35365,23,Private,133985,10th,6,Never-married,Craft-repair,Own-child,Black,Female,0,0,40,United-States,<=50K
+Friederike Heffernan,8/26/1975,182-40-2131,22721,37,Private,269329,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,45,United-States,>50K
+Westley Gudgen,3/22/2000,678-05-1089,61402,41,Private,183203,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Shannon Cleef,7/2/1966,615-77-0628,35609,60,Private,76127,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+Lauralee Ghelerdini,2/13/1969,481-75-6170,89798,32,Private,195891,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Kai Peile,2/11/1952,399-21-1714,19686,56,Federal-gov,162137,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Thedrick Brickell,1/13/1978,458-41-8332,39894,45,State-gov,37672,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Corinna Lougheid,6/10/1968,118-36-5369,27326,24,Private,161708,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+Faye Archdeckne,4/8/1962,253-73-1025,17645,18,Private,80616,10th,6,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,27,United-States,<=50K
+Padget Knevet,5/13/1970,445-41-1802,90156,31,Private,209276,HS-grad,9,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,United-States,<=50K
+Augustin Calfe,2/28/1991,156-67-9062,6071,21,,34443,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+Dynah Simonard,4/3/1974,239-98-1513,75681,45,Private,192835,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,55,United-States,>50K
+Dorri Ladon,9/25/1982,230-07-8003,71574,23,Private,203240,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Avivah Tissiman,6/15/1967,212-78-6491,63392,45,State-gov,102308,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Carlita Penwright,6/14/1964,170-67-3482,44179,18,Private,40829,11th,7,Never-married,Sales,Other-relative,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+Lavina Fulford,12/31/1977,301-93-9859,40326,25,Private,60726,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,30,United-States,<=50K
+Manya Iscowitz,6/17/1977,384-72-1136,47770,31,State-gov,116677,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Donnamarie Duggan,7/5/1971,662-57-7101,19638,19,Private,57067,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,45,United-States,<=50K
+Haskell Cheyne,5/4/1988,507-30-7606,28147,41,Private,304906,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Arch Raund,11/20/1996,812-50-5058,41994,74,Private,101590,Prof-school,15,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+Maye Kneeland,5/8/2006,785-79-0274,4572,27,Private,258102,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Ina Stuckley,10/14/1963,508-66-0014,41280,23,Private,241185,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Maggy Lethlay,3/11/1975,678-17-0228,68546,31,Private,124827,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Amii Leer,6/4/2007,756-60-8207,68603,40,Self-emp-inc,76625,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Venus Vockins,5/16/2007,512-90-4989,18484,41,Federal-gov,263339,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Leonerd Alvaro,12/1/1997,715-91-9546,93100,25,Private,135645,Masters,14,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Minna Arnot,2/16/1979,340-87-9858,17458,42,Private,245626,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+Pascal Ranyell,5/3/1978,614-89-8706,55427,24,Private,210781,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cati Woolis,7/9/1996,404-52-7300,55187,42,Private,235786,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Carissa Hawket,2/2/1971,713-42-1591,32294,45,Self-emp-not-inc,160167,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+Giles Sailor,10/31/1959,854-11-6737,32947,52,Federal-gov,30731,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Jaquenetta Prestland,3/31/1975,461-70-1924,66586,34,Private,314375,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Norah Melross,2/22/1956,546-79-8387,24136,32,Private,81528,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,60,United-States,<=50K
+Tristam Grece,1/16/1994,179-65-9843,55972,54,Private,182854,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Jeanne Bewfield,7/2/1964,147-04-7007,44157,42,Federal-gov,296798,11th,7,Never-married,Tech-support,Not-in-family,White,Male,0,1340,40,United-States,<=50K
+Horacio Zanini,4/24/1957,114-19-9413,52283,32,Private,194426,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+Marys Bodham,7/11/2008,155-68-7268,51588,40,,70645,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+Carolus Gauld,5/14/1989,789-56-9108,61893,55,Self-emp-inc,141807,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Ximenez Emmison,10/8/1993,191-54-9110,27878,66,,112871,11th,7,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Merrile Sacase,5/14/1992,254-67-4649,27086,52,State-gov,71344,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Jim Few,1/28/1998,335-53-6637,53864,21,State-gov,341410,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Kimmie Stoad,1/1/2009,601-42-2574,63499,33,Private,118941,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Roanne Carlick,2/7/1952,741-10-4324,20016,52,,159755,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+Lilith Bondy,6/28/1962,286-42-1921,43566,28,Private,128509,5th-6th,3,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,,<=50K
+Thayne Starten,3/8/1965,313-05-1276,94219,27,Self-emp-not-inc,229125,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Garth Peltzer,4/23/1990,336-38-2668,98110,42,Local-gov,142756,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Harald Favel,5/6/1961,664-58-9077,46144,27,Self-emp-inc,243871,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+Pierson Kneesha,7/20/1991,314-20-4369,50213,47,Private,213140,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+Norbie Polland,11/8/1952,288-66-2759,37847,19,Private,196857,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Maure Cundy,1/10/1987,673-41-8703,1481,46,Private,138626,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Winifred Plumb,10/26/1995,490-16-0522,72604,55,Self-emp-not-inc,161334,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,25,Nicaragua,<=50K
+Violante O'Feeny,9/29/1990,858-18-5195,32508,50,Private,273536,7th-8th,4,Married-civ-spouse,Sales,Husband,Other,Male,0,0,49,Dominican-Republic,<=50K
+Cherida Dundridge,12/4/1955,744-69-1711,41228,32,Private,115631,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,4101,0,50,United-States,<=50K
+Garrett Skahill,12/16/1976,840-36-4172,20291,28,Private,185957,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Wolf Dedam,12/19/2008,392-50-8478,38983,23,Private,334357,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Wye Shatliff,11/5/1996,202-92-4873,12359,43,Private,96102,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Stearne Delwater,2/11/2010,621-86-7018,39609,34,Private,213226,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+Archibald Ambrosetti,6/16/2011,260-70-6753,99246,19,Private,115248,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Tallia Blindt,2/3/1997,228-85-4514,56645,37,Private,185061,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,55,United-States,<=50K
+Jedd Caverhill,12/13/1975,342-29-7378,17929,27,Private,147638,Bachelors,13,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,40,Hong,<=50K
+Josephina Gluyus,1/5/1966,333-43-4910,88542,18,Private,280298,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+Cammy Ahmed,6/19/1991,244-70-2822,71832,31,Private,163516,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Carmelina Clubley,8/19/1970,613-36-4887,16987,49,Private,277434,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Sigmund Hillitt,10/16/1952,580-09-1476,87458,26,Federal-gov,206983,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Columbia,<=50K
+Loralie Bolwell,2/4/1994,573-56-6877,64112,48,Private,108993,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Wye Parley,8/13/2008,231-69-3519,57483,39,Private,288551,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Scotty Arboin,7/19/1993,550-20-5854,49557,41,Private,176069,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Maurice Groocock,10/9/1979,586-46-1262,77100,48,State-gov,183486,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,56,United-States,>50K
+Caresse Marval,9/17/2010,867-97-8735,42849,40,Private,163215,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,10520,0,40,United-States,>50K
+Gladys Mularkey,8/6/1981,219-72-5666,67242,70,Private,94692,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Beverlie Emeline,3/27/1978,518-56-0392,59282,20,Private,118462,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,43,United-States,<=50K
+Ram Gingell,10/20/2003,457-78-3427,10795,38,Private,407068,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,75,Mexico,<=50K
+Torry Keson,7/20/1994,722-99-1740,7879,37,Self-emp-not-inc,243587,Some-college,10,Separated,Other-service,Own-child,White,Female,0,0,40,Cuba,<=50K
+Ricoriki Wadley,3/6/1995,268-62-1634,35275,49,Private,23074,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Bibby Corney,6/8/1996,347-01-2256,12431,51,Private,237735,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3103,0,40,United-States,>50K
+William Medeway,12/17/1999,323-01-3963,87886,43,Private,188291,1st-4th,2,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Tanney Urquhart,12/12/1979,286-14-1234,4427,38,Private,284166,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Gabriele Veryan,7/27/1981,291-38-3988,17182,18,,423460,11th,7,Never-married,,Own-child,White,Male,0,0,36,United-States,<=50K
+Garv Houliston,12/18/2008,219-27-6193,22100,23,Private,287681,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+Henderson Senecaut,8/10/1972,230-51-9732,42963,34,Private,509364,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Minerva Stuart,7/27/2006,825-84-5403,28219,62,,139391,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+Gaylor Sholl,3/19/2010,760-93-2440,21375,33,Private,91964,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Jayme Gripton,2/4/1967,700-80-7673,45311,31,Private,117526,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Karola Labba,6/18/1965,330-39-6136,75264,64,Private,91343,Some-college,10,Widowed,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Reena Thorrington,2/9/1985,365-55-7829,37498,26,Local-gov,336969,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,28,El-Salvador,<=50K
+Ferd Lighterness,6/8/1975,532-22-6887,51014,55,Private,255364,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Marcus Epple,11/30/1981,144-70-8054,95504,61,Local-gov,167670,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dania Pearn,8/23/1962,607-88-9965,18356,37,Private,211494,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Ario Chrishop,1/27/1952,867-75-5458,98539,78,Local-gov,136198,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,15,United-States,<=50K
+Gaspard Spanswick,7/28/1952,106-74-2804,71882,27,Federal-gov,409815,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ranique Regelous,8/7/1994,436-06-4373,81343,49,Private,188823,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Delila Hinks,9/9/1995,741-56-1943,94773,55,State-gov,146326,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,45,United-States,>50K
+Pansie Sorensen,9/1/1976,739-95-0334,62853,42,Private,154374,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,58,United-States,<=50K
+Rollie Parminter,3/4/1990,577-30-8062,27383,22,,216563,HS-grad,9,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+Clarine Dannett,9/24/1995,721-53-2883,99134,61,Private,197286,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rolland Bartoloma,10/12/1991,280-79-1755,7042,64,Self-emp-not-inc,100722,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,5,United-States,<=50K
+Erminia Blaxter,3/10/2012,836-28-1666,32895,46,Local-gov,377622,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Ezri Karchewski,11/21/1998,859-51-4343,78340,24,Private,145964,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lanny Plaunch,6/10/1986,180-43-0883,74114,27,Private,358636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,70,United-States,<=50K
+Marysa Glusby,3/9/1996,231-63-4825,23822,47,Private,155489,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,55,United-States,>50K
+Prudy Kealey,3/27/1977,288-85-0311,24111,18,Private,57413,Some-college,10,Divorced,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+Shellie Fasey,2/21/1996,283-74-5883,62920,48,Private,320421,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Johannes Aleksich,6/18/1983,673-63-8084,50332,50,Self-emp-not-inc,174752,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Patrick Haughian,10/8/2001,200-49-5538,4988,40,State-gov,229364,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Bradan Maxted,8/21/1974,183-88-0915,87937,56,Self-emp-not-inc,157486,10th,6,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Anastassia Malthouse,6/24/2001,750-57-1082,61468,34,Private,92682,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,4865,0,40,United-States,<=50K
+Adela Pickton,2/11/2012,594-97-8080,78209,56,Federal-gov,101338,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Nikolaos Frushard,6/27/1962,863-51-7732,65235,18,Private,132652,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Jillian Osbidston,1/20/1965,456-52-4034,58281,21,Private,34616,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Rabbi Gilburt,6/13/1966,749-94-4128,45158,40,Private,218903,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Daloris Scemp,4/23/1980,149-33-0518,90294,27,Local-gov,204098,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+Carmencita Bramah,10/9/1955,459-32-8431,24521,52,Self-emp-not-inc,64045,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,45,United-States,>50K
+Veradis Dayce,5/14/1996,136-61-9146,87840,46,Private,189763,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Nerty Collister,12/16/1963,623-21-0254,25851,23,Private,26248,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Eran Mayhou,7/17/2010,484-98-5549,56558,50,Private,92079,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Kaine Shorton,5/30/1953,268-60-6295,10188,19,Private,280071,Some-college,10,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,50,United-States,<=50K
+Catherin Hovert,6/12/2005,242-96-4515,21418,20,Private,224059,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tracie Parradine,11/13/1963,562-75-4771,71540,39,Private,185520,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,8614,0,40,United-States,>50K
+Charity Weldon,9/22/1985,349-83-6027,96088,24,Private,265567,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Con Whyteman,4/14/1997,387-83-7533,13023,72,Private,106890,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dori Sayse,3/17/1991,326-77-3959,68015,42,State-gov,39586,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+Amerigo Bohlin,4/13/1960,642-64-6147,99839,42,Private,153132,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,45,,<=50K
+Skip Busher,3/23/2009,825-84-7837,78031,51,Private,209912,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+Mareah Tether,4/29/1960,199-76-5235,45577,39,Private,144169,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Marcille Beardwood,12/25/1974,729-84-8670,84701,40,Local-gov,50442,Some-college,10,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,2977,0,35,United-States,<=50K
+Cash Eley,3/10/1958,655-06-1400,64943,34,Private,89644,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Stevy Cotsford,1/7/1981,625-30-9471,49575,19,Private,275889,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Mexico,<=50K
+Alanah Peppett,5/3/2010,455-37-6791,37948,26,Private,231638,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Tobe Duckham,11/11/1995,460-92-1268,30562,45,Local-gov,224474,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,4934,0,50,United-States,>50K
+Rozanne Hucquart,10/3/1985,118-80-6329,1321,28,Private,355259,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Keelia Brackpool,2/4/2008,190-85-5985,70529,30,Federal-gov,68330,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Yolande Husher,9/24/1975,333-94-8374,94591,32,Private,185410,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Pamella Cotilard,3/20/2002,308-41-3880,5062,19,Private,87653,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Augustina Blackmore,2/20/1982,458-92-5360,65315,21,Private,286853,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Evvie Puddle,5/22/1955,797-27-0589,26552,54,Private,96710,HS-grad,9,Married-civ-spouse,Priv-house-serv,Other-relative,Black,Female,0,0,20,United-States,<=50K
+Robinet Tiller,6/22/1958,522-89-4250,43791,62,Private,160143,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+Ceil Bricksey,8/21/1989,227-43-5600,73033,25,Private,186925,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,2597,0,48,United-States,<=50K
+Hildagarde Huckster,8/30/1998,224-44-0552,6867,49,Self-emp-inc,109705,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,32,United-States,<=50K
+Isabelle Steinhammer,1/7/1956,371-90-1200,97103,32,Private,94235,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Doloritas Monsey,8/10/2007,585-61-0772,39679,26,Private,225279,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,1602,40,,<=50K
+Petronia Hagerty,5/25/1988,520-57-1863,37306,37,Local-gov,297449,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Lyell Broadhead,4/10/1974,626-58-8102,4906,58,Private,205896,HS-grad,9,Divorced,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Rhoda Burnhill,7/2/1952,122-07-2134,77314,37,Private,93717,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,7298,0,45,United-States,>50K
+Becka MacGillavery,10/22/1992,344-42-5663,57298,41,Private,194710,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jose Gerding,1/30/1951,307-59-7387,78454,38,Private,236391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Lorenza Colmore,11/6/1998,229-95-2670,74992,47,State-gov,189123,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Karissa Frusher,6/2/2003,546-08-5640,44858,42,Private,358677,HS-grad,9,Divorced,Other-service,Unmarried,Black,Male,0,0,35,United-States,<=50K
+Delores Tyreman,2/14/1953,261-24-6048,43106,30,State-gov,199539,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,40,United-States,<=50K
+Emelen Gayden,10/27/1993,225-65-8290,14358,43,Private,128170,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+Ambros Sparrow,8/30/2010,616-20-6415,85896,34,Private,231238,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Frederico Dorian,6/12/2012,658-66-9215,62905,57,Private,296152,Some-college,10,Divorced,Exec-managerial,Other-relative,White,Female,594,0,10,United-States,<=50K
+Aubine Huck,5/17/1958,556-70-1582,10564,46,Private,166003,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Ally Jevons,12/8/1975,494-06-8906,36897,32,Private,281437,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Paxon Gooderick,5/30/1976,195-57-5994,84144,20,Private,190231,9th,5,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,11,Nicaragua,<=50K
+Rutter Longo,9/2/1996,440-51-5934,77062,47,Private,122026,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Emelda Crutchfield,6/2/1985,371-31-9165,84812,55,,205527,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Allen Bentinck,4/15/1976,131-47-5663,88403,53,Self-emp-not-inc,174102,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,Greece,>50K
+Druci Seabrocke,5/31/1998,732-37-6860,99457,43,Private,125461,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+Meriel Vondrach,9/1/2002,348-56-6934,18078,80,Self-emp-not-inc,184335,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Babbie Instock,9/9/1970,612-67-8951,68613,24,Private,211345,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+Bibbye Kimbury,9/24/1961,486-40-3513,81949,43,Local-gov,147328,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+Idette Livezey,12/7/1991,835-92-8531,84232,22,Private,222993,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Martie Volks,3/8/1992,253-42-1595,13036,40,Private,225978,Some-college,10,Separated,Exec-managerial,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Levy Casaccio,5/18/1989,460-74-7049,96592,48,Private,121124,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Quentin Holstein,8/10/1962,473-40-9674,35010,56,,656036,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+Tito Pittel,6/1/2001,371-47-7122,83397,34,,346762,11th,7,Divorced,,Own-child,White,Male,0,0,84,United-States,<=50K
+Nan Gilbee,12/7/2000,870-97-2652,99060,51,Private,234057,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Dulciana Burkill,5/9/2009,465-02-0685,6613,24,Federal-gov,306515,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kinnie Misken,11/22/1967,568-81-0830,89761,19,Private,116562,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Mile Arlott,3/22/2012,502-24-4381,7107,34,Private,171159,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+Nahum Rieme,2/22/1975,268-21-0536,42552,24,Private,199011,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Padgett Boost,8/19/1974,593-88-7326,90824,41,Private,443508,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,Canada,>50K
+Annabell Cannings,4/29/2000,637-89-6740,1596,24,Private,29810,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Biddie Dunsmore,6/21/1980,427-28-3405,90336,22,Local-gov,238831,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Verine Roly,7/25/1958,872-58-3970,47844,32,Federal-gov,566117,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Benedict Spiller,11/6/1951,859-77-9988,41936,41,Private,255044,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Harrison Nesfield,3/2/1954,118-03-0995,6418,20,Private,436253,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Estevan Flucker,6/30/1983,111-85-2282,87134,31,Private,300687,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Meridith Jest,11/18/1957,273-68-4933,82136,55,Private,144071,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,18,United-States,>50K
+Una Biggadike,9/10/1975,634-98-7071,39406,49,State-gov,133917,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1902,60,,>50K
+Darla Brogini,4/22/1980,586-46-8285,15181,26,Private,188767,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Chiquita Fillery,3/11/1976,459-73-6302,63484,27,Self-emp-not-inc,300777,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Nanni Roffey,4/21/2007,184-27-3773,68708,35,Private,26987,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Valeda Lecount,2/2/1988,700-65-1693,53567,40,Private,174395,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,60,Greece,<=50K
+Thorndike Hatz,12/18/1988,423-45-8195,76375,59,Private,90290,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,34,United-States,<=50K
+Berty Foulds,3/23/1993,673-10-1213,49150,61,Private,183735,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Blanch Hambric,2/27/1956,777-20-6913,33450,31,Private,123273,HS-grad,9,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+Kim Voisey,8/9/1975,210-20-1848,8468,43,Federal-gov,186916,Masters,14,Divorced,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,>50K
+Kylynn Macauley,3/9/2008,619-44-1677,96698,61,Private,43554,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,2339,40,United-States,<=50K
+Jacynth Adair,6/27/2011,278-86-6240,79132,54,Private,178251,Assoc-acdm,12,Widowed,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+Norrie Beggs,4/21/2004,819-43-5704,9208,30,Private,255885,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Dyana Emilien,1/25/1990,803-31-9687,98453,20,Private,64292,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Ethe Borwick,2/6/1963,542-10-8275,26066,27,State-gov,194773,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,Germany,<=50K
+Che Bordis,10/14/2010,876-69-4161,49772,44,Self-emp-inc,133060,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Duane Cammomile,12/5/1964,196-19-2035,37654,64,Private,258006,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+Roch Wrefford,12/3/1967,467-60-2428,71458,55,Private,92215,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Hobey Isworth,2/19/1952,894-18-4017,86459,34,Private,33945,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,6849,0,55,United-States,<=50K
+Adolph Armfirld,9/18/1995,511-25-8756,80165,61,Private,153048,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Marice Sieghard,6/19/1966,376-76-3552,4366,28,Private,192200,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+Robin Matisoff,6/19/1962,636-37-4138,80327,34,Private,355571,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Culver Bone,5/19/1968,705-91-3036,30685,47,Self-emp-inc,139268,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+Blayne Okenden,10/24/1954,395-52-6269,84112,26,Private,34402,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Giacinta Iacomelli,9/11/2001,761-26-1048,23568,35,Private,25955,11th,7,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Nev Stanfield,5/7/1984,268-20-8060,6115,36,Private,209609,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+Mycah Scowcroft,4/27/1953,457-39-6497,32900,47,Private,168283,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Shauna Foulks,8/19/1963,355-65-7383,1060,17,Private,295488,11th,7,Never-married,Other-service,Own-child,Black,Female,0,0,25,United-States,<=50K
+Catherine Castle,3/30/1965,414-98-0146,89596,35,Private,190895,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Kakalina Cheasman,5/3/1957,277-97-0152,85649,33,Private,164190,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+Natty Curzey,12/6/1996,457-64-9198,7936,25,Private,216010,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Felice Knyvett,6/11/1963,874-23-6694,78499,18,Private,387568,10th,6,Never-married,Sales,Own-child,White,Male,0,0,10,United-States,<=50K
+Jeanne Zapatero,8/19/2005,192-57-9754,39147,47,State-gov,188386,Masters,14,Separated,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Heddie Mokes,10/22/1962,514-94-9351,10940,44,Private,174491,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Lavinia Yashaev,5/10/1967,814-33-5477,61845,41,Private,31221,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Marla Zanolli,7/9/1993,856-31-1870,97326,30,Private,272451,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tallie Blaxall,6/22/1996,163-95-9047,68470,53,Self-emp-not-inc,152652,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Blanca Benka,1/13/1974,400-81-7732,30966,53,Private,104413,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,20,United-States,<=50K
+Fae Capel,9/12/2006,779-95-1712,10797,40,Private,105936,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,5013,0,20,United-States,<=50K
+Harley O'Cannovane,7/9/1984,830-88-2863,92919,24,Private,379066,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,2205,24,United-States,<=50K
+Nataniel Glassborow,11/4/1982,594-69-4459,75472,27,Private,214858,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Jonathon Snowman,11/2/1997,288-23-9425,47818,50,Private,237735,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,37,Mexico,<=50K
+Bernhard Rizziello,12/10/1983,400-96-3900,18837,36,Private,158592,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Beckie Prattington,5/22/1981,838-37-1510,84168,41,Private,237321,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,>50K
+Giuseppe Haithwaite,10/2/1985,836-08-4161,87321,41,Private,23646,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Blanch Billing,12/24/1950,213-10-6110,17364,31,Private,169240,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Angil Twinborne,5/8/1989,569-66-2160,46852,32,Federal-gov,454508,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Kirbee Montes,1/16/1975,716-04-0981,51910,22,Private,130356,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+Wilmette Maddinon,5/10/1951,706-74-4453,56811,22,Private,427686,10th,6,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Kimberlyn Padilla,10/24/1955,556-87-5895,60156,18,Local-gov,36411,12th,8,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+Bud Jeaneau,6/19/2010,634-67-1416,16679,39,Private,548510,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,30,United-States,<=50K
+Filbert Leving,4/23/1984,129-55-5740,7931,38,Private,187264,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,<=50K
+Jobye O'Shesnan,12/10/1986,727-59-6856,62079,35,State-gov,140752,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Elly Lambrick,9/16/1970,820-83-4939,4833,23,Private,325596,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kaine Mallett,11/3/1993,284-83-3723,86945,54,Self-emp-not-inc,175804,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Lothaire Eaklee,8/10/1978,832-45-1702,70708,36,Private,107302,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Rosita Trusdale,3/21/1990,122-48-0926,37667,63,Local-gov,41161,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Tove Crickmore,8/27/1961,296-45-7890,41785,39,Private,401832,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Holly Bidder,2/4/1979,840-31-4490,65515,57,Self-emp-not-inc,353808,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Robinette Alessandone,6/5/1970,137-40-9895,46152,58,Self-emp-inc,349910,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Blaine Nowlan,8/20/1961,821-82-6027,16913,29,Private,161478,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,<=50K
+Aeriela Bossingham,9/22/1990,636-82-5895,72004,17,Private,400225,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Felicity Syred,10/31/1991,772-36-6005,28000,40,Private,367533,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bennie Keam,8/10/1965,631-91-1529,92026,69,Self-emp-not-inc,69306,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+Brodie Grunguer,5/14/1981,131-93-9703,43102,28,Private,270366,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Orly Georgeou,7/3/1952,321-61-2330,34133,38,Private,103751,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gretchen Aubrun,12/6/2000,477-81-2963,85893,44,Private,75227,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,14084,0,40,United-States,>50K
+Avictor Clucas,2/8/2003,559-44-0462,47064,45,Local-gov,132563,Prof-school,15,Divorced,Prof-specialty,Unmarried,Black,Female,0,1726,40,United-States,<=50K
+Kimberlyn Ahrend,6/29/1986,830-77-3678,84836,33,State-gov,79580,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Reube Volkes,2/11/1970,461-68-5030,73697,41,Local-gov,344624,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1485,40,United-States,>50K
+Starr Grayland,6/3/1957,241-33-7748,17260,37,Self-emp-inc,186359,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,60,United-States,>50K
+Alane Crockett,8/11/2010,607-29-4625,3686,50,Private,121685,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Andi Tuma,8/14/1969,141-55-8722,49598,48,Private,75104,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Alida Overshott,12/27/1996,328-96-6269,91669,26,,188343,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Regen Yakunikov,10/14/2008,671-75-2605,89106,36,Private,246449,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Jodi Greenhowe,5/29/1974,897-25-1536,82072,21,Private,85088,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,37,United-States,<=50K
+Stephanus Oxtoby,2/20/1973,333-45-9780,94033,37,Private,545483,Assoc-acdm,12,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Joeann Gunn,8/17/1951,458-04-0582,13503,20,State-gov,243986,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+Grace Flay,1/17/1962,168-87-2712,29247,54,Self-emp-not-inc,32778,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+Della Salzburg,2/6/1969,483-01-3746,77124,28,Private,369114,HS-grad,9,Separated,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Anissa MacDunlevy,2/20/1997,386-14-3433,28156,27,Private,217200,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pavlov Settle,6/28/1974,663-28-3363,16860,33,Private,149220,Assoc-voc,11,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Lori Innett,3/24/1965,421-17-3219,9333,46,,162034,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Rosalia Marquot,1/13/1981,526-17-8418,30895,28,,157813,11th,7,Divorced,,Unmarried,White,Female,0,0,58,Canada,<=50K
+Alyda Rider,8/21/1971,865-15-9701,48120,17,,179715,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Miof mela Flook,10/7/1973,475-85-2050,16885,40,Self-emp-not-inc,335549,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,2444,45,United-States,>50K
+Levin Fowell,12/31/1975,840-12-5995,83900,47,Private,102308,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Dela Kayley,3/26/1960,840-55-4523,95829,44,Private,367749,1st-4th,2,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,El-Salvador,<=50K
+Dalis Renfield,2/2/2004,180-18-3109,78366,25,Private,98281,12th,8,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,43,United-States,<=50K
+Mario Abbatucci,11/15/1998,882-14-3009,95403,35,Private,115792,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+Daren Colbourn,1/18/1953,692-13-1393,14216,29,Private,277788,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,25,United-States,<=50K
+Margret Dulanty,6/14/2005,152-01-4149,41413,30,Private,103435,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+Samaria Haggeth,1/1/2000,471-53-2312,63959,30,Private,37646,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Hetti Taffley,12/25/1954,845-53-6042,26392,56,Self-emp-not-inc,385632,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Mason MacShane,5/24/1957,405-13-8192,99701,25,Self-emp-not-inc,210278,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,30,United-States,<=50K
+Marci Danser,5/14/1976,633-50-2799,12699,28,Private,335357,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Dominic Crutcher,1/20/1962,421-83-6449,16037,43,Self-emp-not-inc,272165,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Garvy Rosenshine,2/3/2005,729-85-7182,26809,47,Local-gov,148995,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,>50K
+Ruttger Loos,9/19/2001,214-29-4495,27080,46,Self-emp-not-inc,113434,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gavan Skupinski,6/4/1990,130-15-4400,41271,41,State-gov,132551,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+Maggie Corse,12/3/1961,651-61-3064,17776,38,Federal-gov,115433,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,33,United-States,>50K
+Kylila Brakespear,10/11/1969,785-78-2018,73186,29,Private,227890,HS-grad,9,Never-married,Protective-serv,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Tonie Aingell,2/24/1977,207-10-2020,97099,25,Private,503012,5th-6th,3,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Fernanda Spillman,10/31/1959,581-79-9108,62802,56,Private,250873,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Alvie Goodchild,3/29/1959,282-99-8488,96785,31,Private,407930,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Frazer McNickle,3/16/2005,257-21-8250,69641,22,Private,148187,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+Pauly Yurenev,6/8/1993,704-79-2454,16590,31,Private,159322,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+Marijn Moulsdale,11/1/1978,742-51-0475,93750,28,Private,334368,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Miltie Lorincz,8/2/1966,335-61-6117,5386,53,Private,196328,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+Lillis Hammelberg,10/18/1990,126-60-9878,69225,45,Private,270842,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+Reagen Houltham,10/19/1983,795-38-2907,7352,71,Private,235079,Preschool,1,Widowed,Craft-repair,Unmarried,Black,Male,0,0,10,United-States,<=50K
+Bernadine Gabbitas,9/11/1975,492-17-7414,33557,65,,327154,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Keely Sweating,11/4/1982,644-53-9608,73019,39,Private,188391,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+Toby Furzer,7/5/1974,557-72-3762,61706,19,Federal-gov,30559,HS-grad,9,Married-AF-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Barth Drinkwater,9/28/2002,487-38-8486,780,34,Local-gov,255098,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Donovan Ritmeier,10/12/1953,409-93-8992,74337,36,Private,248010,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+Bernarr Mecco,9/20/1955,359-94-0950,6287,40,Private,174515,HS-grad,9,Married-spouse-absent,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Philip MacRonald,3/15/1959,427-83-1394,57100,90,Private,171956,Some-college,10,Separated,Adm-clerical,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+Sena Tugman,4/29/1958,834-08-9819,55168,56,Private,193130,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+Kaylee Sephton,9/20/1962,315-43-1514,42183,21,Private,108670,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Loretta Harrowsmith,9/10/1975,399-11-7935,78808,48,Private,186172,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Price Garthland,10/28/1951,444-98-5949,1190,45,Private,348854,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,27,United-States,<=50K
+Carina Gutridge,11/13/1950,651-21-8346,32690,46,Private,271828,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Valenka Kitteridge,1/30/1974,167-99-0941,84983,64,Private,148606,10th,6,Separated,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Coriss Coldbreath,9/27/1959,704-07-1612,92517,29,Local-gov,123983,Masters,14,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+Michaella Mawhinney,12/9/1997,600-15-5718,53845,22,Private,24896,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,30,Germany,<=50K
+Ilyssa Dries,8/8/1975,665-58-8253,49922,47,Private,573583,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,Italy,>50K
+Lissy Werrilow,8/29/2008,135-76-7400,73674,67,Self-emp-inc,106175,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,75,United-States,>50K
+Georas Middleton,7/28/1959,662-60-0471,72803,43,Private,307767,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Hilario Yaneev,12/25/1950,510-14-3091,78710,42,Private,200574,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Ethelyn Masarrat,12/31/1966,742-10-6658,28846,31,Private,59083,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1672,50,United-States,<=50K
+Florette Palffrey,2/2/1983,350-80-0309,55792,53,Private,358056,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Winnifred Stuttard,4/4/1966,142-58-7484,7522,81,Private,114670,9th,5,Widowed,Priv-house-serv,Not-in-family,Black,Female,2062,0,5,United-States,<=50K
+Mandie Roffe,9/25/1966,887-62-3099,4806,33,Local-gov,262042,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,1138,40,United-States,<=50K
+Carolus Luce,7/2/1981,637-36-2379,89778,17,Private,206010,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+Rosene Braidman,12/21/1970,538-25-1152,77475,55,Self-emp-inc,183869,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,,>50K
+Luciana Dinsdale,12/29/1951,121-10-4373,30605,28,Private,159001,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Shirline Royste,3/2/1995,872-80-0692,90906,24,Private,155818,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Almeda Beades,9/4/1998,812-69-1306,33010,40,Private,96055,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Sherm Totaro,10/1/1958,101-74-6643,85648,30,Local-gov,131776,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Olvan Taggert,9/7/1974,230-84-1552,93839,24,Private,228613,11th,7,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Shadow Malthus,11/4/1953,378-32-6732,84087,26,Private,198163,Masters,14,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Zackariah Tuckerman,6/29/1953,484-55-2843,46932,38,Private,37028,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,38,United-States,<=50K
+Gustie Curnow,10/9/1974,694-49-8499,86712,30,Private,177304,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Vanya Bhar,2/12/1965,696-72-4505,26016,33,Private,144064,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Gussie Stonehewer,8/9/1993,135-18-0578,42084,40,Private,146659,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Marrilee Ingerman,4/16/2009,168-71-7083,91717,63,Self-emp-not-inc,26904,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,<=50K
+Odilia Kilfedder,9/24/1994,206-57-5248,60131,23,Private,238917,7th-8th,4,Never-married,Craft-repair,Other-relative,White,Male,0,0,36,United-States,<=50K
+Willa Leathem,10/16/1977,160-23-4652,864,56,Private,170148,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Dyane Nacci,9/3/1964,467-45-9812,38377,42,Self-emp-not-inc,27821,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Hannis Cay,12/27/1994,215-30-6283,3390,40,Private,220460,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Canada,<=50K
+Beverly Carletti,5/23/1972,361-55-2581,97763,49,Private,101320,Assoc-acdm,12,Married-civ-spouse,Sales,Wife,White,Female,0,1902,40,United-States,>50K
+Malynda Bladder,10/10/1979,479-28-3979,23341,35,Private,173858,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Manda Gaughan,6/25/1952,138-55-3450,95798,52,Private,91048,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Female,0,0,35,United-States,<=50K
+Ole Zaniolo,1/29/2004,334-91-4582,79745,28,Private,298696,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Eartha Hessentaler,12/31/2003,413-33-9487,10927,35,Private,207202,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,70,United-States,<=50K
+Hebert Hablot,7/29/2005,380-36-6070,44947,21,,230397,Some-college,10,Never-married,,Own-child,White,Female,0,0,5,United-States,<=50K
+Libbi Dundon,1/14/2004,292-79-8057,17453,43,Self-emp-not-inc,180599,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Felisha Lympany,5/8/1972,314-81-3161,58907,32,,199046,Assoc-voc,11,Never-married,,Unmarried,White,Female,0,0,2,United-States,<=50K
+Gisele Fawcitt,7/19/2003,818-65-9529,78585,29,Self-emp-not-inc,132686,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,50,Italy,>50K
+Tucker Doreward,2/25/2007,653-01-7983,96575,23,Private,240063,Bachelors,13,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,25,United-States,<=50K
+Lorinda Juggings,1/4/1975,224-35-5155,86233,50,Local-gov,177705,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1740,48,United-States,<=50K
+Holly-anne Taffurelli,3/26/2011,756-53-6383,77132,34,Private,511361,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Daisie Dyet,5/26/1965,117-27-8747,74998,19,Private,89397,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Shirlene Snodin,7/20/1965,224-70-5815,39697,47,Private,239439,11th,7,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,United-States,<=50K
+Art Couldwell,7/14/2009,501-11-4707,37824,37,Self-emp-not-inc,36989,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Tony Robilart,5/30/1984,789-83-7679,66455,25,Private,76978,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Eleen Pharro,11/16/2007,265-79-5843,19862,75,Private,200068,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Morey O'Fielly,10/5/1978,442-82-4674,830,24,Private,454941,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Quintus Bennen,10/13/2005,523-64-0368,85370,28,State-gov,107218,Bachelors,13,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+Carson Lutton,4/4/1963,140-72-3183,34489,17,Local-gov,182070,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+Genvieve Shreve,12/31/1962,319-96-7802,6551,31,Private,176360,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Dorette Creeber,10/27/1968,876-56-9197,98238,31,Private,452405,Preschool,1,Never-married,Other-service,Other-relative,White,Female,0,0,35,Mexico,<=50K
+Holt Presshaugh,6/24/1999,173-20-4127,25625,18,,297396,HS-grad,9,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+Constantia Buscombe,8/31/1965,227-62-7390,4175,45,Private,84790,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Seka Pietruszka,10/5/1953,319-15-9622,36587,31,Private,186787,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,42,United-States,<=50K
+Viki Wilman,7/1/1960,261-95-2156,75381,27,Private,169662,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,42,United-States,>50K
+Cos Rays,3/5/1987,709-55-1696,55750,48,Private,125933,Some-college,10,Widowed,Exec-managerial,Unmarried,Black,Female,0,1669,38,United-States,<=50K
+Luigi Menichino,5/7/1954,848-67-8540,14064,22,,35448,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,22,United-States,<=50K
+Tomi Feldhammer,1/24/1986,636-40-5599,33429,34,Private,225548,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,30,United-States,<=50K
+Lulu Begg,3/22/1966,124-31-1679,67979,26,Private,240842,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Alejandro Canadine,12/14/2002,581-72-3279,13869,53,Private,103931,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Reggi Cockett,6/5/1992,860-62-3830,65141,60,Private,232618,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Enrica Bazeley,2/23/1955,876-86-1205,79452,49,Local-gov,288548,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+Lora Downie,1/11/1951,466-55-0851,9889,40,Private,220609,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cathyleen Scattergood,1/23/1958,245-51-8215,50055,48,Self-emp-inc,26145,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+Lars Masson,3/20/1995,316-33-4509,83511,23,Private,268525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Claudelle Gauge,9/13/2007,619-15-6428,75902,68,,133758,7th-8th,4,Widowed,,Not-in-family,Black,Male,0,0,10,United-States,<=50K
+Corena Brussels,4/4/1957,496-03-5792,49010,42,Private,121264,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Noni Farthin,11/19/1950,370-60-6496,69037,37,Self-emp-not-inc,29814,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,85,United-States,<=50K
+Josey Maylard,3/26/1955,742-44-7360,92914,27,Private,193701,HS-grad,9,Never-married,Craft-repair,Own-child,White,Female,0,0,45,United-States,<=50K
+Clement Aronow,12/11/1975,165-95-1382,44083,38,Private,183279,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+Luella Kamien,9/10/1966,303-76-5092,2862,27,Private,163942,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,Ireland,<=50K
+Shepherd Fligg,9/4/1977,642-94-5635,73610,75,Private,188612,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dionysus McAvin,2/21/2006,434-83-9991,41916,49,Self-emp-inc,102771,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+Philipa Longland,6/9/1986,567-59-6555,22035,27,Private,85625,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Caddric Hallut,7/26/1971,192-29-9981,26122,36,Self-emp-not-inc,245090,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+Eduino Pottiphar,7/6/1980,796-26-0593,21141,36,Private,131239,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,45,United-States,>50K
+Pete Bunyan,7/7/1979,570-17-1618,19736,35,Private,182074,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Inglebert Crain,6/11/1982,804-18-2632,46186,36,Private,187046,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Maible Boorn,8/13/1984,399-03-7925,49600,53,Private,90624,11th,7,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Weylin Livingston,8/18/2008,313-99-8362,44570,27,Private,37933,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Alfred Gostall,4/2/2007,888-42-0644,46833,34,Private,182177,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,3325,0,35,United-States,<=50K
+Ashlie Lezemere,9/15/2002,480-14-5002,24173,61,Private,716416,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+Zuzana Pinson,6/24/1958,438-07-0940,30931,29,Private,190562,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,56,United-States,<=50K
+Jerrilee Bernier,7/4/2000,204-77-6116,28716,40,State-gov,141583,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Liane Aldritt,2/8/1991,510-60-3886,78028,37,Private,98941,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Borg Cohani,2/18/1960,242-40-4382,55905,22,Private,201729,9th,5,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,30,United-States,<=50K
+Jillayne Mortell,3/23/1975,315-97-5284,96451,43,Self-emp-inc,175485,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Abigael Aronowicz,10/31/1997,386-52-2731,57625,55,Self-emp-not-inc,149168,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Dieter Vashchenko,4/7/1973,551-57-5353,32235,28,Private,115971,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Nicholas Duprey,7/6/2002,812-25-3265,91322,23,Private,161708,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Kass Keson,4/17/2004,772-96-1564,51325,64,Local-gov,244903,11th,7,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Haily Cavell,12/29/1962,646-97-7310,38190,46,Private,155664,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Reinaldos Rivlin,3/16/1965,383-97-8261,87856,29,Private,112754,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Merwin Kintish,9/26/1959,239-96-8751,95621,44,Private,178385,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,48,India,<=50K
+Tucker Dungate,2/3/1996,418-46-4105,10789,20,Private,44064,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+Misty Cornewell,7/19/2004,647-96-9715,26387,62,Self-emp-not-inc,120939,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lyndy Newick,9/6/1974,119-13-1006,2238,49,Private,165134,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,35,Columbia,<=50K
+Codi McTaggart,4/30/1980,175-30-3383,61586,29,Private,100405,10th,6,Married-civ-spouse,Farming-fishing,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Oliviero Konmann,4/9/2012,477-92-3685,66898,35,Self-emp-not-inc,361888,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Japan,<=50K
+Jacki Veregan,10/21/1999,286-38-0231,94549,39,Local-gov,167864,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+Lin McCosker,8/31/1992,840-54-0986,45342,39,Private,202950,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Hazlett Schoolfield,3/1/1968,344-13-5881,53122,37,Private,218188,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,32,United-States,<=50K
+Bobinette Cordoba,11/18/1957,525-33-8061,56576,38,Private,234962,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2829,0,30,Mexico,<=50K
+Merrile Heinssen,12/1/1956,728-94-3449,33089,72,,177226,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Kate Webley,11/25/1993,342-19-2614,78589,31,Private,259931,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Crista Chedzoy,10/12/2007,252-85-8561,21846,55,Private,189528,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Evaleen Eastment,9/9/1981,154-32-4381,84657,38,Private,34996,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Crissy Sweed,6/1/1958,824-37-6378,76003,33,Private,112584,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Claudell Sogg,12/22/1953,205-31-8501,59167,25,Private,117589,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Locke Wigley,2/22/2007,288-28-1539,69036,19,,145234,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Ofilia Sealeaf,9/22/2005,847-78-9127,9815,37,Private,267086,Assoc-voc,11,Divorced,Tech-support,Unmarried,White,Female,0,0,52,United-States,<=50K
+Errick Haddacks,3/26/1963,486-56-5188,45613,49,Private,44434,Some-college,10,Divorced,Tech-support,Other-relative,White,Male,0,0,35,United-States,<=50K
+Addie Camerana,6/16/1984,337-05-4941,20608,26,Private,96130,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Erika Dunton,5/10/1999,635-21-1587,51627,35,Private,181382,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+Allan Cluatt,1/2/2006,483-56-3086,55121,44,Self-emp-inc,168845,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,60,United-States,<=50K
+Nita Quade,7/3/1954,479-80-4466,29672,37,Private,271767,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+Ernie Gregoretti,4/24/1961,308-98-0502,23643,42,Private,194636,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Georgetta McKelvie,7/9/1994,219-61-8649,45904,64,State-gov,194894,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,4787,0,40,United-States,>50K
+Clarie Rishworth,8/23/1958,505-53-4806,35982,28,Private,132686,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Gipsy Murrell,5/10/1956,315-37-2261,95559,35,Self-emp-not-inc,185848,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+Aylmar Waterstone,12/17/1973,308-82-4544,8348,40,State-gov,184378,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Sonnie Muff,12/1/1982,330-34-0724,73062,55,Federal-gov,270859,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Dodi Cardis,12/14/2006,248-29-0246,95590,21,Private,231866,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,65,United-States,<=50K
+Brantley Tinsey,9/8/1954,764-76-8314,78746,49,Private,36032,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Lucille Pridding,7/21/1957,196-07-6121,65621,51,State-gov,172962,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Maximilien Caldeiro,7/26/1998,607-20-1241,20886,57,Private,98350,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,1902,40,Philippines,>50K
+Shannah Silver,8/1/2003,236-96-3628,17717,51,Private,24185,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Robert Choak,6/10/1952,314-33-5692,43524,38,Private,53930,10th,6,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,,<=50K
+Annamarie Weinham,11/24/1966,160-72-5967,19816,24,Private,85088,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,1762,32,United-States,<=50K
+Faina Beagles,2/23/1973,493-67-8378,4872,45,Self-emp-not-inc,94962,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,<=50K
+Lucien Lesper,4/1/1987,286-37-0297,54070,28,Private,480861,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Ruthie Lomond,9/7/1986,789-36-7983,99906,42,Self-emp-inc,187702,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,60,United-States,>50K
+Oralla Chmiel,6/7/2000,522-20-5540,65094,22,Private,52262,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Baxy Kinastan,8/12/2010,438-21-6712,16971,28,State-gov,52636,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Brendan Daventry,4/26/1988,872-92-9163,12752,60,Private,175273,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Layla Tomasz,8/14/2005,797-76-5772,80239,31,Private,327825,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,2238,40,United-States,<=50K
+Rafe Younghusband,1/15/1995,722-50-2934,88180,47,Private,125892,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,>50K
+Olenka Chasier,7/19/1975,210-01-9790,73501,40,,78255,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Florella Feathers,4/26/1988,590-95-7708,91267,30,Private,398827,HS-grad,9,Married-AF-spouse,Adm-clerical,Husband,White,Male,0,0,60,United-States,<=50K
+Rosie Gristwood,9/24/2010,526-56-0649,51040,61,Private,208919,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Kaila Mathieu,7/4/1961,790-96-4467,44321,71,Local-gov,365996,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Female,0,0,6,United-States,<=50K
+Raleigh Aspy,9/23/1972,671-03-5126,36133,42,Private,307638,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Alison Merriton,3/25/1965,705-41-3854,6225,44,Local-gov,33068,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Marilin Soden,9/12/1954,844-80-0852,70346,46,Self-emp-not-inc,254291,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Alyson Phizacklea,9/21/1950,359-22-3398,33700,50,Local-gov,125417,Prof-school,15,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,52,United-States,>50K
+Alfons Tollow,12/5/1980,311-16-8628,83429,27,State-gov,28848,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,9,United-States,<=50K
+Brandais Avory,11/30/2007,546-26-1300,73429,40,,273425,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Sonnnie Stoffers,11/16/1963,231-51-4099,5796,21,Private,194723,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,Mexico,<=50K
+Cyndy Cornehl,3/26/1967,765-85-7295,20782,25,Private,195118,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,35,United-States,<=50K
+Pincas Darling,6/19/1960,282-25-0826,500,61,Private,123273,5th-6th,3,Divorced,Transport-moving,Not-in-family,White,Male,0,1876,56,United-States,<=50K
+Edee Bour,12/18/1952,135-75-7869,31053,54,Private,220115,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Lynette Hildrew,1/21/1995,588-32-7088,52122,31,Private,265706,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Donnamarie Cabel,12/9/1967,422-08-4453,70469,53,Self-emp-not-inc,279129,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Linn Jachtym,12/1/2011,695-12-4559,22407,39,Self-emp-inc,122742,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+Darlleen Seabright,12/20/1960,460-62-0237,61436,57,Self-emp-inc,172654,Prof-school,15,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,50,United-States,>50K
+Lorie Jordeson,11/29/2003,758-32-7851,47630,48,Private,119199,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,44,United-States,<=50K
+Donal McGovern,8/26/1984,225-07-5729,36156,30,Private,107793,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,>50K
+Ethan Kieran,10/20/1961,160-47-6195,40548,35,Private,237943,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,60,United-States,<=50K
+Mariele Bess,7/12/1964,829-73-7224,70057,42,Self-emp-not-inc,64632,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Marrilee Rowlings,3/25/1993,589-42-1839,38430,34,Self-emp-not-inc,96245,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Kalvin Dregan,1/11/2005,534-63-6558,43847,59,Private,361494,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Ellette Beetham,11/28/1960,542-44-2284,73405,69,Local-gov,122850,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+Muffin Rangle,2/16/2004,380-69-4563,61890,29,Private,173652,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Ottilie Gladwish,2/2/1998,146-79-7436,96125,40,Private,164663,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Aksel Reinmar,3/26/1972,776-52-3349,32834,21,Private,98678,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+Ade Sunman,3/19/1988,721-67-9932,2345,40,Private,245529,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Marrissa Syder,2/2/1980,895-88-5350,88734,43,Private,55294,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Helge Webbe,5/24/2007,534-76-8531,80898,36,Private,140583,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dix Poytheras,4/2/1979,697-77-7410,8680,41,Private,79797,HS-grad,9,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+Donica Rowcliffe,8/15/1990,852-58-8458,23486,72,,113044,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Aimil Axleby,5/12/1973,763-88-7385,3045,20,Private,283499,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+Fidel Hickenbottom,8/12/2008,784-25-9567,44462,41,Local-gov,51111,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kincaid Poacher,7/12/1959,899-10-9554,76269,34,Private,232475,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Suellen Cawdell,11/29/1973,157-01-2751,29417,48,Private,176140,11th,7,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Eudora Poulett,5/7/1963,893-58-7287,2581,27,Private,301654,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Lyndsey Thaim,6/21/1981,707-87-0526,44177,35,Private,376455,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Josselyn Blackshaw,1/11/1958,758-49-9015,14886,28,,192569,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Parsifal Toffetto,10/30/1969,633-61-0113,11338,27,Private,229803,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Si Vieyra,5/6/1976,278-72-2552,64436,20,Private,337639,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Vanna Littledike,2/14/1997,522-37-3810,10961,18,Private,130849,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Rodger Lanning,2/10/1978,479-32-9113,43202,32,Private,296282,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Emanuel Smerdon,6/9/1999,485-62-1029,20812,38,Private,266645,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Buiron Wildman,8/29/1991,131-12-8016,85177,23,State-gov,110128,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Allys Mackro,3/20/1969,488-12-8011,27586,28,Private,90196,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Rosette Renoden,6/29/1959,440-82-2667,81774,40,State-gov,40024,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+Lilla Roubay,3/11/1998,524-95-0561,50482,35,Private,144322,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Emanuele Palombi,6/18/1969,341-83-7163,77529,74,Self-emp-inc,162340,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Petra Boshier,12/6/1993,480-27-4033,97893,28,Private,169069,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Dotty Fearnsides,12/11/1951,448-89-3310,47852,23,Private,113601,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Carrol Sydes,10/13/1996,178-41-2131,96723,20,Self-emp-not-inc,157145,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,2258,10,United-States,<=50K
+Kimmie Sackler,4/15/1984,645-95-5278,90832,44,Private,111275,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,56,United-States,<=50K
+Shawna Coalburn,4/5/1956,425-34-9664,77847,46,Local-gov,102076,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+Skyler McWhannel,4/2/1985,822-57-6361,36048,20,,182117,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Hirsch O'Dogherty,12/24/1957,692-14-0108,96224,51,Self-emp-not-inc,145409,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Birdie Treend,7/19/2010,805-71-4637,53219,40,Private,190122,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Flori Tortoise,10/28/1957,193-39-6917,33440,48,Private,331482,Prof-school,15,Married-civ-spouse,Tech-support,Husband,White,Male,0,1977,40,United-States,>50K
+Kitti Ibbett,7/19/1963,127-90-1375,26963,60,Self-emp-not-inc,170114,9th,5,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,84,United-States,<=50K
+Maryjane Maiden,8/6/2010,362-18-6291,13135,48,Self-emp-inc,193188,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Tobe Upson,5/30/1953,849-36-6280,49103,46,Local-gov,267588,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,70,United-States,<=50K
+Hasheem Farrow,8/13/1985,238-49-5032,89458,48,Self-emp-inc,200471,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Kingsly Tatum,10/31/1974,879-05-0619,10124,22,,175586,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Vanya Kacheler,4/13/1970,718-73-7849,87043,24,Local-gov,322658,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rochella Myall,7/12/2008,826-46-4139,73791,45,State-gov,263982,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Jehu Skypp,7/7/1961,706-75-8892,23131,18,Private,266287,12th,8,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Fancy Faulkner,2/4/1997,703-33-7038,56593,39,Private,278187,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Brendin Wittey,6/18/1963,158-95-7637,6794,65,Self-emp-inc,81413,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2352,65,United-States,<=50K
+Huntlee Dyett,6/3/1994,108-54-4624,19620,22,Private,221745,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Kirby Strafford,5/26/2003,229-26-1147,82323,20,Private,140764,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Klara Dalley,2/2/1971,742-16-0070,60982,28,Private,206351,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lenore Easbie,10/27/2006,583-73-3034,68294,46,Private,176814,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+Harbert Korf,4/28/1971,595-02-8226,65771,42,Local-gov,245307,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,48,United-States,>50K
+Lira Sherebrook,6/23/1951,172-52-5675,34489,61,State-gov,124971,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+Loy Taudevin,5/22/1997,303-41-6987,56958,28,Private,119545,Some-college,10,Married-civ-spouse,Exec-managerial,Own-child,White,Male,7688,0,50,United-States,>50K
+Jordon Leguey,9/29/2001,509-74-8441,91336,18,Private,179203,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Llewellyn Purshouse,12/4/1961,557-03-6498,9811,24,Federal-gov,44075,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Kimberly Blurton,10/30/1959,515-52-0465,73200,45,Private,178319,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,56,United-States,>50K
+Berk Piggins,10/24/1954,468-85-8540,69013,24,Private,219754,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Lee Bentjens,12/27/1999,754-68-8011,55035,44,Private,198316,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Merl Brandacci,1/11/1982,413-39-5023,30073,20,Private,168165,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Marlowe Mailey,5/5/2002,585-99-3458,85992,35,Private,356838,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,2829,0,55,Poland,<=50K
+Reeta O'Collopy,5/9/2009,216-39-4361,46660,52,Self-emp-inc,210736,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Jackie Prenty,9/24/1957,402-97-4693,90397,25,Private,173212,Assoc-acdm,12,Never-married,Farming-fishing,Not-in-family,White,Male,2354,0,45,United-States,<=50K
+Denys Bleackly,6/11/2006,312-20-5328,15884,19,Private,130431,5th-6th,3,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,36,Mexico,<=50K
+Hope Cochran,1/15/1966,767-71-7209,83607,35,,169809,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Leodora Elsy,11/22/2011,427-67-7310,93598,54,Private,197481,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kali Barthrup,9/24/1981,877-51-3930,69037,21,Private,155066,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Harrie Ciccarelli,4/16/1976,333-50-5737,15468,26,Private,31290,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Rad Breem,6/19/2005,843-14-5133,31147,42,Private,54102,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lynda Kobieriecki,10/31/1964,335-99-0412,87425,19,Private,181546,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Charmion Clausner,3/22/1989,681-54-1851,9483,55,Private,153484,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+Conney Gossage,6/25/1976,390-71-3083,67477,44,State-gov,351228,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Hazlett Foley,6/20/1997,205-75-0468,19515,25,Private,131976,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+Theobald McCathy,4/28/1981,267-27-6665,53765,26,Private,200639,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Jada Arrell,5/26/1977,740-78-4066,25534,64,Federal-gov,267546,Assoc-acdm,12,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Anthea Pittendreigh,5/27/1963,626-48-7089,59279,41,Private,179875,11th,7,Divorced,Other-service,Unmarried,Other,Female,0,0,40,United-States,<=50K
+Pearla Woodyer,1/4/1976,125-72-7815,99499,25,,237865,Some-college,10,Never-married,,Own-child,Black,Male,0,0,40,,<=50K
+Che Pabel,1/20/2006,851-29-1421,75337,43,Private,300528,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Natala Faustian,4/17/1996,560-14-6593,56507,45,Private,67716,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,10520,0,48,United-States,>50K
+Cullan Doctor,1/11/1968,684-44-7824,74521,48,Federal-gov,326048,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+Dagmar Amiss,3/5/1975,192-75-5425,32401,60,Private,191188,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Granville Smedmoor,8/22/1980,824-83-3942,28792,45,Self-emp-not-inc,32172,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Andree Brinsford,3/8/1996,384-34-5023,91054,51,Private,252903,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+Boniface Spedding,11/8/1959,355-76-8862,83105,37,Federal-gov,334314,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ludovika Ravenhill,7/29/1979,427-43-6171,32859,22,Private,83704,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Mellie Ubanks,8/1/1980,179-99-2884,3233,44,Private,160574,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,>50K
+Patrizia Rostron,5/16/1972,748-58-4739,26935,27,Private,203776,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Evan Minnis,8/17/1985,325-11-1708,23478,47,Local-gov,328610,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ethelred Biever,6/1/1969,343-33-1605,88816,32,Private,295589,Masters,14,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1977,40,United-States,>50K
+Desiri Duchasteau,5/24/2010,515-50-5368,3256,40,Private,174373,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Ethelda Bavage,5/20/2003,813-03-2783,27471,41,Private,247752,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Martita Copp,1/22/1972,294-25-2921,58292,32,,199244,10th,6,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Clim McAnulty,11/5/1968,555-89-3553,80143,26,Private,139992,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Catlaina Wolstencroft,4/22/1980,654-26-4290,63404,47,Private,95680,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Ulick Moakson,9/29/1977,605-67-6895,13278,55,Self-emp-inc,189933,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Artemus Crossland,10/1/2004,304-96-0896,9746,38,Private,498785,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Noll Molan,4/2/2005,161-04-6276,51743,24,State-gov,177526,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+Abraham Crookston,7/2/1998,892-15-6656,90678,64,Self-emp-not-inc,150121,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,>50K
+Gran Dabbes,10/10/1985,318-06-5583,41924,56,Federal-gov,130454,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Corney Rangell,7/13/1998,710-90-6381,16007,41,Private,119079,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,49,United-States,>50K
+Herby Mullin,12/8/1984,800-10-3650,90415,33,Private,220939,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+Clyve Eldritt,12/4/2008,746-45-4479,68766,33,Private,94235,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,42,United-States,>50K
+Pattie Bruckman,6/2/1972,619-91-3274,38091,21,Private,305874,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Farlie Chapelhow,12/2/1970,751-42-8825,13468,59,Local-gov,62020,HS-grad,9,Widowed,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Marijo Bartoszewicz,10/6/2007,248-47-2383,9040,58,Private,235624,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Germany,>50K
+Brennan Winckworth,12/31/1960,293-42-5152,51977,43,Local-gov,247514,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+Elka Connal,1/6/1979,274-90-1429,85871,21,Private,275726,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Lauren Snailham,9/1/1995,400-99-1791,63143,45,Private,72896,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Garvey Gietz,11/22/1976,885-59-6730,56166,53,Local-gov,110510,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+Florie Murby,10/30/1951,644-69-4009,96452,41,Private,173938,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,,>50K
+Daryl Banck,7/15/1996,567-81-7207,84524,27,Private,200641,10th,6,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,Mexico,<=50K
+Ahmad Philpault,7/30/1959,291-83-1923,83808,53,Private,211654,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,,>50K
+Sanderson Tuiller,6/6/1973,117-88-3542,13130,38,Private,242720,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Neala Chantree,9/10/2000,171-59-3948,18107,31,Private,111567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+Torrin Verner,12/6/1999,405-49-4405,80228,41,Private,179533,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+Berkie Judgkins,8/6/1994,842-32-2392,52963,22,State-gov,334693,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Scot MacCaughen,7/19/1965,391-97-6418,78934,43,Self-emp-not-inc,198096,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Ede Gumery,10/3/1993,679-62-5865,24831,41,State-gov,355756,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Isadora Faint,5/30/1983,404-26-4626,26934,27,Private,19395,Some-college,10,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,35,United-States,<=50K
+Kayne Dunmuir,3/12/2002,207-47-5167,68491,41,Local-gov,242586,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Clement Paullin,3/11/1955,791-09-8222,3991,36,Private,208358,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,99999,0,45,United-States,>50K
+Henry McKinty,12/8/1955,591-02-4250,46852,49,Private,160647,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Langsdon Tomsen,8/28/1966,148-34-9664,76319,20,Private,227943,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+Annelise Kewish,7/3/1980,789-88-9098,57841,58,Self-emp-not-inc,197665,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+Saleem McPheat,3/1/1963,198-91-2703,88309,35,Self-emp-not-inc,216129,12th,8,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+Avie Stonebridge,6/30/1971,396-85-0533,9912,30,Local-gov,326104,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Titos Catcheside,10/10/1969,235-89-0542,75864,21,Private,57211,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Avril Alliberton,2/21/1998,775-51-7665,61483,29,Private,100219,Assoc-acdm,12,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+Alane Mattingley,4/28/1962,429-73-5550,85569,40,Private,291192,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kimberly Pochin,7/1/1988,401-45-0889,57538,54,State-gov,93415,Bachelors,13,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,>50K
+Waiter Heinle,3/10/1957,652-24-4569,13563,35,Private,191502,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Marysa Playfair,12/21/2004,783-16-3865,72947,35,Private,261382,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Garvey Stanhope,2/20/1970,137-76-8749,22787,40,Private,170230,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,40,,<=50K
+Bevan Tiddy,12/21/1999,834-88-2020,2751,59,Private,374924,HS-grad,9,Separated,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Hilliard Kingswood,10/4/1965,343-99-6432,45798,43,Self-emp-inc,320984,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Kareem Ruspine,8/14/1968,651-35-8467,65371,39,Private,338320,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Valli Jeske,3/16/1959,887-97-8932,12957,51,Private,135190,7th-8th,4,Separated,Machine-op-inspct,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Ann-marie Withers,8/23/2003,495-35-8077,67818,71,Private,157909,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,2964,0,60,United-States,<=50K
+Xenos Sjollema,4/15/1954,611-92-0405,72239,33,Private,637222,12th,8,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Darrel Swatradge,10/31/1952,592-37-4726,81447,28,Private,430084,HS-grad,9,Divorced,Other-service,Own-child,Black,Male,0,0,35,United-States,<=50K
+Cookie Mathouse,8/8/2004,289-03-6723,19456,30,Private,125279,HS-grad,9,Married-spouse-absent,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+Linnet Tetley,10/1/1971,398-18-8500,30218,20,Private,221955,5th-6th,3,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Aksel Lattin,11/13/1990,632-25-6410,97217,51,Self-emp-inc,180195,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Biron Alesin,3/24/1979,583-52-8268,13037,39,Private,208778,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+Rosene Wyson,4/15/1959,425-20-9083,62607,62,Private,81534,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Jermaine McOmish,6/29/1961,499-26-0354,53517,37,Private,325538,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,60,,<=50K
+Hestia Ivanishchev,11/29/1982,128-37-9062,7363,28,Private,142264,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,50,Dominican-Republic,<=50K
+Shayna Cayet,3/28/2001,130-90-8756,80439,23,Private,128604,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,48,South,<=50K
+Rodolph Tabourin,12/16/1973,565-58-0523,87911,39,Private,277886,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+Izak Paulsen,10/2/1961,334-25-2329,90223,50,Self-emp-inc,100029,Bachelors,13,Widowed,Sales,Unmarried,White,Male,0,0,65,United-States,>50K
+Fayette Colicot,11/11/1958,364-21-0771,17460,31,Private,169269,7th-8th,4,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Pate Brittain,2/1/1993,306-74-9982,67124,45,Local-gov,160472,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+Corrine Zannini,7/29/1962,328-87-3764,68743,23,,123983,Bachelors,13,Never-married,,Own-child,Other,Male,0,0,40,United-States,<=50K
+Charo MacQuarrie,11/17/1974,730-74-2705,37960,47,Private,297884,10th,6,Widowed,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adolf Abadam,1/8/1972,465-06-5528,4367,59,Private,99131,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,18,United-States,<=50K
+Natalee Olanda,11/8/1990,801-88-4349,10221,32,Private,44392,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Jill Bernadot,7/9/2002,294-82-8160,16833,82,,29441,7th-8th,4,Widowed,,Not-in-family,White,Male,0,0,5,United-States,<=50K
+Putnam Gollin,9/1/1951,428-30-1380,5921,49,Private,199029,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,2415,55,United-States,>50K
+Brooke Alcoran,1/30/2002,423-70-5253,56102,74,Federal-gov,181508,HS-grad,9,Widowed,Other-service,Not-in-family,White,Male,0,0,17,United-States,<=50K
+Florencia Noel,1/2/2008,253-42-5953,92528,22,Private,190625,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+Kiersten Ingley,8/24/1963,651-35-9875,37779,32,Private,194740,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,Greece,<=50K
+Romain Blackwell,7/4/2011,817-27-7750,43932,34,Private,27380,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+Ninetta Trayford,2/28/1980,550-82-7611,79725,59,Private,160631,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Nadiya Blackaby,7/14/1985,342-70-5528,36764,36,Private,224531,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Brook Bowskill,4/8/1957,143-88-9266,39964,59,Private,283005,11th,7,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Shelton Houltham,1/24/1976,485-22-4133,93315,47,Self-emp-inc,101926,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+Karlen Tabram,3/17/1993,368-40-0432,10330,53,Local-gov,135102,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,2002,45,United-States,<=50K
+Scotti Champken,8/12/1967,294-99-9332,5257,25,Self-emp-not-inc,113436,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+Lilllie Casillas,11/2/1976,407-30-0850,54964,44,Private,248973,Bachelors,13,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,65,United-States,<=50K
+Elizabeth Domingues,2/21/1970,132-04-4472,83371,57,Self-emp-not-inc,225334,Prof-school,15,Married-civ-spouse,Sales,Wife,White,Female,15024,0,35,United-States,>50K
+Isadora Heynel,4/27/1956,645-30-9525,99569,42,Self-emp-not-inc,157562,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1902,80,United-States,>50K
+Tracie Grant,8/6/1953,361-51-1583,1054,58,Local-gov,310085,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Burgess Giacubo,4/1/1993,682-33-4142,12530,39,Private,129597,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,3464,0,40,United-States,<=50K
+Hayes Coughlin,6/15/1993,529-35-5562,97594,32,,53042,HS-grad,9,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Madelina Barnicott,6/10/1953,786-62-7455,65051,45,Private,204205,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Terry Fellgate,4/1/2010,827-49-5976,17142,47,Private,169324,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,35,United-States,>50K
+Gwyneth Goodhall,2/26/1951,807-09-0643,87757,52,,134447,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,<=50K
+Chadd Buske,7/6/1954,798-98-1667,39301,56,Self-emp-not-inc,236731,1st-4th,2,Separated,Exec-managerial,Not-in-family,White,Male,0,0,25,,<=50K
+Lelia Brend,2/28/1980,869-79-6302,61110,52,Private,141301,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jillane Saenz,9/11/1994,686-21-1445,12853,34,Private,235124,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Yoshi Blanning,10/1/1985,668-67-9063,92148,36,Self-emp-not-inc,367020,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Vilhelmina McCathay,3/10/1955,415-30-4887,29763,41,Private,149102,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Poland,<=50K
+Gloriana Hibling,11/7/1964,118-70-1650,95681,30,Private,423770,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,Mexico,<=50K
+Boyd Faulder,3/8/2005,443-66-0093,45296,44,Private,211759,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+Blakeley Hartburn,6/24/2009,877-64-7181,79448,17,,110998,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Flem Van Hault,11/17/2000,888-63-6117,12040,34,Private,56883,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tyson Weyland,4/14/1952,550-36-0443,92277,41,Private,223062,Some-college,10,Separated,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Spense Najara,7/7/1987,747-41-8572,88327,29,Private,406662,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Verna Kobierra,3/11/1957,243-99-2037,22228,25,Private,206600,9th,5,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,48,Mexico,<=50K
+Evyn Khomishin,11/27/2006,297-47-2098,57351,42,Local-gov,147510,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+Alvina de Wilde,1/19/1960,111-52-6308,5419,48,Private,235646,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3103,0,40,United-States,>50K
+Eldon Martinuzzi,5/28/1957,609-79-8137,86431,26,Private,187577,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Gipsy Yanin,10/9/2008,500-95-3819,58733,64,Self-emp-inc,132832,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,20051,0,40,,>50K
+Cicely Wringe,2/9/1974,251-83-1951,72054,46,Self-emp-inc,278322,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Basilio Leagas,4/15/1962,698-59-2654,90538,38,Private,278924,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+Lise Bethell,10/10/1974,224-48-7370,50879,49,State-gov,203039,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Billye Coupman,12/16/1985,675-62-5303,8420,23,Private,145651,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+Brittni Ivankovic,3/11/1986,163-91-0654,37884,46,Local-gov,144531,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Naomi Beaument,11/1/2009,792-67-3505,86978,30,Private,91145,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,55,United-States,<=50K
+Sondra Ferraretto,2/15/1982,661-21-0551,13913,49,Self-emp-not-inc,211762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Karolina Tenwick,11/5/1986,452-53-6351,18740,47,,111563,Assoc-voc,11,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cy Frenzl,12/11/2000,437-48-9308,50301,44,Private,180985,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+Dix Gauche,8/1/1987,353-14-5559,63446,31,Private,207537,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,1669,50,United-States,<=50K
+Alaric Manthorpe,9/2/1966,606-72-2112,50161,19,Private,417657,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+Ilka Tourville,4/11/1997,463-45-5286,63414,45,Private,189890,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,38,United-States,<=50K
+Evelin McGarry,12/18/1977,634-92-9841,75817,34,Private,223212,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1848,40,Peru,>50K
+Anne-corinne Gregorowicz,12/11/1985,719-50-9627,27984,26,Private,108658,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rosabella Keaysell,8/7/1986,721-60-8989,68166,38,Self-emp-not-inc,190023,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Jerrilee Meus,10/4/2000,519-78-4789,46176,31,Private,222130,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Felipa Emerton,11/20/1966,569-36-6624,37559,36,Self-emp-inc,164866,Assoc-acdm,12,Separated,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Lilla Paiton,8/15/1953,831-85-9791,52103,31,Private,170983,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Ashely Ride,3/12/1999,863-11-8528,93600,30,Private,186269,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Desmond oldey,6/15/1982,590-40-6727,68803,37,Private,286026,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Marcile Oldknowe,2/11/2012,260-07-2368,59692,30,Private,403433,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,50,United-States,>50K
+Bernardina Wixey,9/18/1953,654-42-1422,55872,21,,224209,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,0,0,30,United-States,<=50K
+Beniamino Kubach,11/12/1954,610-24-6132,60669,73,Private,123160,10th,6,Widowed,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Maxi Peddel,8/21/1952,768-94-1620,65215,38,Federal-gov,99527,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Neil Bollini,2/16/1979,627-25-6800,47019,30,Private,123178,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Christan Boggers,2/1/1957,742-05-0414,39956,33,Private,231043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Thaddeus Wallhead,4/30/1964,262-02-1903,90157,52,Local-gov,317733,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+Tabby Hannigan,6/26/1996,722-44-9217,49212,58,Private,241056,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,46,United-States,<=50K
+Mella Willshaw,5/29/2001,348-86-8499,64300,34,Local-gov,220066,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Ailey Forri,7/22/1961,175-73-7605,77504,35,Private,180342,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Catriona Fishbourne,2/19/2011,743-92-0928,38506,59,Federal-gov,31840,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Gwenneth Iowarch,5/13/1984,725-65-6908,13550,45,Private,183168,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ardenia Ballentime,7/13/1955,444-19-1186,91743,27,Private,386036,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Siegfried Hellmer,6/12/2010,333-57-3647,54799,31,Local-gov,446358,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,Mexico,>50K
+Jon Pye,4/8/2002,749-26-0105,71786,45,Private,28035,Some-college,10,Never-married,Farming-fishing,Other-relative,White,Male,0,0,50,United-States,<=50K
+Chelsy Brodeau,10/2/1958,154-21-2122,45197,40,Private,282155,HS-grad,9,Separated,Other-service,Other-relative,White,Female,0,0,25,United-States,<=50K
+Vaughn Savine,5/28/2000,134-15-6623,53646,27,Private,192384,Prof-school,15,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Roxane McInteer,1/24/1982,639-78-0429,23760,19,Private,383637,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Shanna People,1/5/1992,323-46-1388,18621,29,Private,457402,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+Rubie Lorenzin,12/16/2011,272-67-6845,84273,34,Self-emp-inc,80249,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+Artemis O'Dogherty,5/24/1951,782-15-4119,63475,32,State-gov,159537,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Raviv Blowes,5/12/1959,434-92-7829,65119,49,Private,240859,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,<=50K
+Jemmy Plumbridge,12/7/1969,734-65-2298,44466,33,Private,83446,11th,7,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,>50K
+Cornelle Rennebach,8/20/2010,250-36-9721,77927,74,,29866,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+Cristi Hoodspeth,9/30/1952,688-38-2721,72488,62,Private,185503,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Ailbert MacGilrewy,3/2/1995,554-10-4600,67038,39,Self-emp-not-inc,68781,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+La verne Tayloe,8/3/2005,493-14-2054,11440,43,Private,220589,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tiffie Gavini,12/10/1996,225-71-3549,62770,22,Private,51136,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Alexia Bolsover,11/20/1994,433-36-8125,87920,24,Private,54560,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Pren Scruton,1/8/2010,250-30-7235,97557,76,,28221,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,Canada,>50K
+Amity McLenaghan,7/26/1977,436-82-7020,84958,25,Private,201413,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Johnathon Swiffan,12/4/1950,415-18-0465,87374,19,Private,40425,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Bernadine Whatmough,1/1/1957,284-71-8955,18595,31,Private,189461,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,41,United-States,<=50K
+Korney Garritley,3/26/1961,521-27-0154,15684,53,Private,200576,11th,7,Divorced,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+Paten Nutbrown,8/2/1972,806-59-5428,52114,61,Private,92691,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,3,United-States,<=50K
+Aindrea Dubarry,2/17/1996,824-99-9823,4636,47,Private,664821,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,El-Salvador,<=50K
+Daveta Dransfield,8/4/1993,776-88-6901,24593,37,Private,175130,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Deloris Craigg,4/23/1996,537-64-7331,95997,50,Self-emp-not-inc,391016,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Conant Matisse,2/2/2002,618-75-4095,84041,27,Private,249315,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Brander Lockwood,5/5/1989,573-89-9155,66222,58,Private,111169,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Pavia Trematick,2/28/1997,750-66-0334,25535,43,Private,334946,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Jany Easbie,4/24/1952,597-23-6498,28672,39,Private,352248,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Davidson Pierson,10/11/2009,786-68-6106,35171,36,Private,173804,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Rafi Demsey,8/13/1979,563-78-3528,73299,56,Private,155449,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Theodora Geeritz,4/10/2004,656-98-0900,27196,26,Private,73689,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+Catlaina Pimlock,12/21/2010,553-39-7877,78812,23,Private,227594,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,38,United-States,<=50K
+Georgia McKaile,1/27/1991,551-56-2057,3202,47,Private,161676,11th,7,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Wileen Skeel,11/5/2006,635-39-7743,66586,68,Private,75913,12th,8,Widowed,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Ricky Francioli,12/8/1989,778-12-3405,40483,47,Local-gov,242552,Some-college,10,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Lynnelle Jaksic,8/10/1983,241-84-0188,14230,45,Federal-gov,352094,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,7688,0,40,Guatemala,>50K
+Damien Piddlesden,7/28/1957,287-67-7645,34023,26,Private,159732,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Charlotte Hughes,9/20/2002,220-24-6641,41255,20,Private,131230,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,1590,40,United-States,<=50K
+Cinnamon Farnish,9/16/2011,677-62-5835,12969,46,Private,180695,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Wake Silvers,10/19/1962,329-01-8164,86381,37,Private,189922,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+Terry Browncey,2/4/1981,395-56-3189,33035,37,Private,409189,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Orly Toffler,11/28/1998,806-84-6655,7975,43,Private,111252,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,42,United-States,<=50K
+Gilly Le Quesne,2/26/1996,871-65-3096,704,59,Private,294395,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Riley Cantrell,3/8/1953,268-99-7995,65450,39,Private,172718,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Clemens Bentame,1/6/2008,617-63-5262,91307,32,Private,43403,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Female,0,1590,54,United-States,<=50K
+Arvie Jahnke,7/10/1957,550-11-4765,30492,63,Private,111963,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,16,United-States,<=50K
+Kate Walrond,12/4/1966,192-35-4661,75747,45,Private,247869,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Vania Attwooll,1/22/2009,687-40-5403,85361,59,Private,114032,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Horacio Walburn,5/3/2000,218-16-8317,33003,36,,356838,12th,8,Never-married,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Jere Casbon,12/10/1985,625-30-0656,63833,26,Private,179633,HS-grad,9,Never-married,Tech-support,Other-relative,White,Male,0,0,40,United-States,<=50K
+Dwayne James,12/24/1963,373-41-7588,89767,34,Private,19847,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tades Mateuszczyk,11/17/1984,867-28-7659,7967,41,Private,231689,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Agathe Maffini,4/7/1968,192-76-6861,21244,26,Private,209942,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Welby Chiplin,9/2/1989,275-47-8256,82680,53,Private,197492,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sonja Geelan,3/25/1972,122-97-1850,54613,33,Private,262439,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+Celina Mearing,4/10/1974,149-65-4948,24483,46,Private,283037,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Charmane Edler,3/31/1953,165-88-0339,94579,79,,144533,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Gaylene Shreeves,5/20/1973,637-55-2062,55570,31,Private,83446,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sarine Varney,11/15/1954,265-42-5374,87390,24,Private,215443,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Marinna Peet,5/8/1969,304-91-7465,85818,57,Local-gov,268252,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,62,United-States,<=50K
+Jeremiah Noquet,6/28/1967,111-82-8282,19997,40,Private,181015,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,47,United-States,<=50K
+Ellery Benardette,5/14/1995,684-25-9975,78706,41,Self-emp-inc,139916,Assoc-voc,11,Married-civ-spouse,Sales,Husband,Other,Male,0,2179,84,Mexico,<=50K
+Constantin Shieldon,12/14/1980,378-99-6484,35717,20,Private,195770,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,26,United-States,<=50K
+Yulma Gristwood,3/21/1990,603-98-1507,39864,45,Private,125194,11th,7,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Neilla Mumford,10/5/1952,890-57-0469,71833,27,Private,58654,Assoc-voc,11,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Whitaker Hutchcraft,11/15/1950,539-94-9917,94285,36,Private,252327,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Estella Dmitrichenko,12/9/1968,433-33-4040,57957,30,Private,116508,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Germany,<=50K
+Odetta Ankers,9/9/1962,386-94-2602,11917,36,Private,166988,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Dennis Guite,4/15/1984,155-68-6872,30839,25,Private,374163,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,Other,Male,0,0,40,Mexico,<=50K
+Greer Imm,12/14/1962,151-08-6388,53783,30,,96851,Some-college,10,Never-married,,Not-in-family,White,Female,0,1719,25,United-States,<=50K
+Yule Domniney,2/10/2000,329-61-1776,69308,31,Private,196788,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Carleen Garwood,6/24/1957,377-05-4968,96729,49,Private,186172,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,45,United-States,>50K
+Alta Knightley,6/23/2007,486-85-5262,60189,26,Private,245628,11th,7,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,20,United-States,<=50K
+Mollie Greenway,8/20/1985,522-29-3763,93400,25,Private,159732,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kai Jupe,6/4/2000,681-10-0909,94194,29,Private,129856,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Dennet Kleinstein,7/26/1955,584-91-6422,24253,24,Private,182812,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,3325,0,52,Dominican-Republic,<=50K
+Frasco Learmouth,2/8/2002,673-54-3015,99165,41,Private,314322,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Denver Rollin,3/4/1994,506-72-6664,81903,35,Private,102976,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Fairleigh Hatwells,9/5/1953,209-72-0616,44795,57,Self-emp-inc,42959,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Sonny Haglington,4/8/1963,195-87-0948,92945,21,Private,256356,11th,7,Never-married,Priv-house-serv,Other-relative,White,Female,0,0,40,Mexico,<=50K
+Rose Beddow,1/22/1972,588-06-4163,97602,29,Private,136277,10th,6,Never-married,Other-service,Own-child,Black,Female,0,0,32,United-States,<=50K
+Clarence O'Keeffe,7/19/1986,534-56-7020,32611,36,Private,284616,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Ora Hulse,2/25/1996,105-26-2350,38114,20,Private,185554,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Saundra Bezzant,8/31/1972,697-28-8737,1807,51,Private,138847,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Adolpho Aland,6/6/1954,701-91-7516,46694,39,Private,33487,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Lenna Grix,12/1/1955,610-46-7660,57786,36,Private,84306,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,50,United-States,<=50K
+Corliss Faber,3/10/1954,397-43-5487,96056,40,Self-emp-not-inc,223881,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+Seana Olivetti,2/6/1988,316-11-4947,7189,61,Private,149653,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Chrysler Ismay,10/2/2007,836-35-5047,56976,38,Private,348739,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Dot Frisch,7/15/1957,606-46-5505,72419,20,,235442,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+Justinn Franks,3/11/1994,607-48-8520,72405,21,Private,34506,HS-grad,9,Separated,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Langston Gannicott,12/22/2006,217-73-7240,99592,40,Private,346964,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kristoforo Wolfenden,7/18/1957,359-25-2340,97732,46,Private,192208,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Gilbertine Merrell,7/16/1997,662-74-1362,3899,21,Private,305874,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,United-States,<=50K
+Elfrida Germon,2/2/2004,401-73-1742,87952,35,Self-emp-not-inc,462890,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,50,United-States,<=50K
+Georges Bathow,4/15/1955,225-16-6603,28245,39,Private,89508,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Steffane Varden,8/15/1973,162-57-7376,37005,38,Self-emp-not-inc,200153,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Alverta Crosser,6/3/2003,557-40-6611,3339,30,Private,179446,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Pooh Fisbey,12/30/1969,676-65-5805,73705,28,Private,208965,9th,5,Never-married,Machine-op-inspct,Unmarried,Other,Male,0,0,40,Mexico,<=50K
+Biddie Townby,6/17/1955,884-71-7082,53975,32,Private,40142,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Harwell Manketell,2/18/1994,767-03-8713,47172,46,Self-emp-not-inc,57452,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Xenos Venus,10/19/1952,726-10-7521,90903,40,Private,327573,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Neilla Canelas,11/21/1961,253-48-9825,83597,47,Private,151267,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,15024,0,40,United-States,>50K
+Zarah Imason,1/20/1983,578-58-1765,69112,44,Private,265266,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Xenia Kendle,9/15/2011,645-79-3977,16228,38,Private,203836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,3464,0,40,Columbia,<=50K
+Walker Caldes,11/29/2001,603-64-8295,89176,51,,163998,HS-grad,9,Married-spouse-absent,,Not-in-family,White,Male,0,0,20,United-States,>50K
+Eleonore Orr,9/22/1981,745-94-2629,33624,46,Self-emp-not-inc,28281,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+Flin Phillput,4/27/1989,809-46-0024,23468,51,Private,293196,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,Iran,>50K
+Klemens Dallender,12/26/1980,158-53-8010,81894,45,Private,214627,Doctorate,16,Widowed,Prof-specialty,Unmarried,White,Male,15020,0,40,Iran,>50K
+Francisco Taylo,11/29/1961,654-99-0209,64119,20,Private,368852,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Christal Hathaway,2/3/1990,521-41-6246,69678,44,Private,353396,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Ax Domican,5/21/1994,740-45-6417,17815,33,Private,161745,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Ileane Danat,2/11/2010,349-72-3489,59759,18,Private,97963,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Darlleen Mouget,5/30/1962,840-25-3066,77488,61,Self-emp-inc,156542,Prof-school,15,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Evvy Kennan,4/4/1982,880-02-6178,61805,50,State-gov,198103,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ingeberg Campion,12/22/1973,856-33-7281,72029,47,Federal-gov,55377,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+Sean Hazael,5/6/1983,810-69-5990,84315,34,Private,173730,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Beltran Howieson,12/31/1997,226-50-1018,49844,53,Private,374588,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+Farlay Grinvalds,9/3/2000,319-49-0549,60005,39,Self-emp-not-inc,174330,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Alice Skrines,7/12/1969,879-37-2431,18710,58,Private,78141,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Tarrah McGrotty,9/24/1987,865-28-6616,30514,66,,190324,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,18,United-States,<=50K
+Blisse Jinks,3/6/2005,447-25-4686,96584,26,Private,31350,11th,7,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Abran Janaud,3/9/2007,388-18-9910,18448,41,Private,243607,5th-6th,3,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+Ronalda Earle,12/19/1986,147-58-0811,30169,47,Local-gov,134671,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Aylmer Denisovo,4/24/1965,265-72-8806,99328,31,Private,197023,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Murry Blackway,2/9/1986,523-18-5225,96621,52,Private,117674,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Devora Kleinerman,10/18/1981,775-75-4965,85234,29,Private,169815,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Bethena Keppie,1/31/2003,190-69-7354,24115,43,Private,598606,9th,5,Separated,Handlers-cleaners,Unmarried,Black,Female,0,0,50,United-States,<=50K
+Eadith Metcalfe,1/17/1955,535-02-7992,11591,42,Federal-gov,122861,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Faulkner Shere,10/4/2007,173-20-3610,46696,35,Private,166235,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Raven Presslie,5/18/1989,369-70-5959,21455,41,Private,187821,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2885,0,40,United-States,<=50K
+Vladimir Guage,6/7/1992,802-29-3563,85803,34,Private,340940,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,60,United-States,>50K
+Farrah Huckerby,4/12/2000,723-98-7469,89194,52,Self-emp-not-inc,194791,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Fernandina Maro,1/18/1990,415-58-4040,68069,61,Private,231323,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Kristoffer Yakebowitch,9/26/2006,186-69-0466,95352,39,Local-gov,305597,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Harrie Macbeth,3/12/2008,718-10-2251,16435,19,Private,25429,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Marcelline Scranney,1/30/1979,746-25-7139,37458,46,State-gov,192779,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Mattie Swafford,8/28/2004,368-41-7761,5688,39,Private,346478,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Gris Oak,12/4/1962,820-32-5417,6081,22,Private,341368,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Ezequiel Brimman,7/31/2008,708-85-8943,96681,30,State-gov,295612,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Perla Attwood,3/16/1995,482-05-3592,98446,40,Private,168936,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,32,United-States,<=50K
+Ester Raymont,7/15/1958,761-59-8311,55896,43,Private,218558,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Lyn Darwin,10/19/1969,607-81-2755,83659,37,Private,336598,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,36,Mexico,<=50K
+Kendra Sibbson,7/10/1977,882-24-9908,93353,23,Private,308205,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Helen Bamlett,5/28/1954,208-64-3057,97520,39,Local-gov,357173,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,59,United-States,<=50K
+Stephie Ast,9/17/2000,555-12-1609,74974,54,Private,457237,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Tonia Lau,7/17/1965,652-92-5793,83332,46,Self-emp-inc,284799,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Mord Cheney,9/9/2000,215-95-4251,49751,20,Private,179423,Some-college,10,Never-married,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+Alon Tongue,12/14/1951,331-83-0816,58374,50,Self-emp-not-inc,363405,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,50,United-States,>50K
+Hewet Davidowsky,7/23/1985,791-47-8050,91360,17,Private,139183,10th,6,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Cross Pemble,3/18/1995,522-92-8106,18591,36,Private,203482,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Jeanelle Dowker,2/7/1970,727-26-3680,24635,37,Private,112554,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Brannon Treasaden,10/29/1975,151-98-7949,92081,53,Private,99476,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Ruperto Toulch,4/30/1967,189-85-0906,83922,50,Private,93690,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Dyann Muldrew,4/18/1960,560-95-6240,46141,38,Private,220585,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Valida Curgenven,3/22/1965,623-51-4145,89553,63,Self-emp-not-inc,194638,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,<=50K
+Annelise Portriss,4/22/1974,180-35-4955,74731,53,Private,154785,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Patrizius Boichat,7/6/1965,154-22-2687,86569,40,,162108,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Gerard Dumbell,2/8/1967,726-94-2593,65821,23,Self-emp-inc,214542,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Paquito Trownson,7/17/1994,374-55-3214,99795,20,Private,161922,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,43,United-States,<=50K
+Shelby Morena,7/3/1953,889-29-4443,19347,46,Private,207940,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Maris Gillmor,8/5/1955,386-64-3893,3543,28,Private,259351,10th,6,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+Ezra Baigrie,1/9/1954,688-95-9196,64051,59,Private,208395,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Carla Abramamovh,6/16/1963,473-97-6934,53061,41,Private,116391,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Rhoda Powell,10/20/2004,823-32-8004,38628,33,Private,239781,Preschool,1,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+Agatha Dossantos,3/16/1977,630-63-8152,54612,56,Private,174351,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+Sayre McNiff,7/13/1962,355-17-0538,44125,50,Self-emp-not-inc,44368,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,55,El-Salvador,>50K
+Anabella Gillbey,12/25/1962,770-45-3396,20007,31,Local-gov,188798,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Tedi Deverall,10/23/1962,468-06-7874,18121,41,Private,50122,Assoc-voc,11,Divorced,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+Onfroi Gibbieson,7/13/2000,752-90-5889,5650,38,Private,111398,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+Damon Craigmyle,11/26/1963,165-33-6587,11982,25,State-gov,152035,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Harriott Millwater,10/10/1986,489-64-1084,15789,18,,139003,HS-grad,9,Never-married,,Other-relative,Other,Female,0,0,12,United-States,<=50K
+Tarra Tyhurst,1/16/1965,155-84-4390,75927,49,Local-gov,249289,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Winnifred Wrixon,2/23/1974,703-16-9776,55575,39,Private,257726,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Whitney Torre,12/20/1979,117-52-2660,57751,22,,113175,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Jayne Coskerry,6/18/1961,444-03-0586,45967,21,Private,151158,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,25,United-States,<=50K
+Ninnette Docharty,12/8/1958,252-95-9464,93281,35,Private,465326,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Gibbie Le febre,12/30/1996,846-82-4604,941,21,,356772,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Robinet Pearl,5/25/1966,425-40-8206,71022,38,Private,364782,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Melba Oager,4/15/1954,276-31-5808,80074,55,Private,198385,7th-8th,4,Widowed,Other-service,Unmarried,White,Female,0,0,20,,<=50K
+Brigida Grishukov,12/28/1969,149-48-6221,52374,31,Private,329301,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Elnore Gait,10/3/1984,202-46-5023,24985,17,Self-emp-inc,254859,11th,7,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+Alberik Levesque,1/11/1988,740-34-1767,84451,31,Private,203488,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,50,United-States,>50K
+Brigit Harcourt,4/19/1993,578-95-2817,10211,25,Local-gov,222800,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Perle Asman,9/12/1994,887-93-9519,56851,39,Private,96452,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Bette Cason,10/11/1996,863-23-8485,90067,50,Private,170050,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Tarrance Burdess,12/9/1977,189-32-3666,5242,38,Local-gov,116580,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+Babbette Cradduck,3/11/1968,501-06-4638,48169,50,Private,400004,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Baldwin Climson,11/16/2000,129-93-0193,98503,63,Private,183608,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Didi O'Brollachain,2/26/1979,885-81-8105,31454,31,Private,194055,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Brear Paur,3/28/1968,481-20-2811,69686,23,Private,210443,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Sheilah Manuely,3/13/1963,430-03-1357,17983,18,Private,43272,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Moore Nockells,1/9/1976,153-58-7968,78428,43,Local-gov,108945,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,48,United-States,<=50K
+Rusty Howick,10/25/1959,477-95-9854,66449,34,Private,114691,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Ashil Trevers,2/17/1975,346-37-8924,50437,18,Private,304169,11th,7,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+Odelia Di Francecshi,10/4/1981,128-36-5069,20895,46,Private,503923,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,4386,0,40,United-States,>50K
+Kimble Mallard,11/17/2001,806-43-6079,57986,35,Private,340428,Bachelors,13,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,>50K
+Pru Ruperti,3/7/2006,568-51-9406,67698,46,State-gov,106705,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Aviva Ferraraccio,5/26/1952,756-16-5280,78295,59,Private,146391,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+Grata Dickings,10/14/1990,591-03-6240,19023,31,Private,235389,7th-8th,4,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,30,Portugal,<=50K
+Ingmar O'Neil,12/24/2007,846-02-8469,40997,27,Private,39665,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,37,United-States,<=50K
+Maure Jeppe,5/24/1970,636-73-6513,55172,41,Private,113823,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,England,<=50K
+Tove Leed,5/28/1980,371-98-2044,90637,42,Private,217826,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,,<=50K
+Gwyneth Anetts,8/5/1961,435-94-6419,15607,55,Private,349304,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Anitra Lade,7/10/1972,810-71-9169,49825,34,,197688,HS-grad,9,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Bridget Jeanenet,12/27/1965,203-26-5119,42487,44,Private,54507,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bo Hustler,6/11/1987,582-42-7991,39060,26,Private,117833,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,1669,50,United-States,<=50K
+Roi Wafer,9/3/1966,284-58-8531,99967,36,Private,163396,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Batsheva Wadham,7/4/1971,313-88-5994,56392,69,Private,88566,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,1424,0,35,United-States,<=50K
+Rees Coye,6/7/2009,275-66-6813,90174,33,Private,323619,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Benni Van der Spohr,12/26/1998,850-32-6298,79092,30,Private,75755,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Edi Collete,4/2/1951,136-15-9613,31520,35,Private,148903,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,16,United-States,>50K
+Leonidas Merington,7/29/1955,262-81-6133,37542,25,Private,40915,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Corny Stanesby,11/16/1990,641-01-2966,11676,21,Private,182606,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,,<=50K
+Jillayne Pedroni,3/10/1969,313-73-3400,37619,18,Private,131033,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,15,United-States,<=50K
+Scarlett Liquorish,8/24/1992,759-50-4705,3569,35,Self-emp-not-inc,168475,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Astra Gerrans,7/7/1987,176-73-8123,33451,20,Private,121568,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+Arri Hothersall,11/17/1952,860-97-3153,80006,26,Private,139098,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+Antoni Umpleby,2/21/1993,849-05-8355,19543,46,Private,357338,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Kerk Gaydon,1/12/1953,788-42-2819,92530,31,Private,283268,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+Maible Shorrock,12/12/1962,824-53-9923,45484,40,Private,572751,Prof-school,15,Married-civ-spouse,Craft-repair,Husband,White,Male,5178,0,40,Mexico,>50K
+Luelle O Sullivan,9/25/2010,833-03-2465,64209,40,Private,315321,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,625,52,United-States,<=50K
+Gregory Killelay,11/12/1952,497-74-6876,12933,31,Private,120461,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Phillie Middlemass,3/30/1966,156-94-4233,45841,32,Self-emp-not-inc,65278,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Marion Burtonwood,3/28/1995,884-47-5614,27755,23,Self-emp-not-inc,208503,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Nathaniel Wortman,5/2/2002,460-25-9690,6406,25,Local-gov,112835,Masters,14,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Aurlie Inns,3/28/1989,665-37-8479,27401,37,Private,265038,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Heddi Pressland,5/20/1996,317-99-5393,84538,18,Private,89478,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Thedrick Wastie,3/8/1961,450-54-4112,66635,55,Private,276229,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Nils Robinett,8/24/1979,347-20-6090,91104,52,Private,366232,9th,5,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,Cuba,<=50K
+Eddi Matusevich,5/27/1971,606-29-1786,41613,26,Private,152035,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Mollee Mullally,1/2/2012,579-34-9779,69982,37,Private,205339,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,>50K
+Nanine Ren,1/4/1959,637-70-1160,49907,39,Private,75995,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Brietta Ramberg,4/21/1953,843-51-4897,17297,62,Self-emp-not-inc,192236,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Dede Siemianowicz,11/5/1968,651-36-4694,78050,19,,188618,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+Aloise Goold,1/30/2009,585-69-2369,94232,47,Private,229737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Roobbie Kuna,6/13/1998,895-07-2875,93892,51,Local-gov,199688,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Louie Mapother,1/19/1970,267-70-2331,37319,55,Private,52953,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Philbert Ruddlesden,5/31/1996,442-66-1316,32156,30,Private,221043,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Erich Ludlam,11/23/1980,573-57-7878,73144,59,Federal-gov,115389,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,36,United-States,<=50K
+Billi Magrannell,2/15/1956,232-17-1639,83670,45,Self-emp-not-inc,204205,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,United-States,<=50K
+Luce Gaiger,2/28/2004,746-52-6241,24304,52,Private,338816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+Urbanus Culy,1/17/1987,335-44-3888,84374,21,Private,197387,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Freeman Daber,5/27/1979,460-51-7833,27712,31,Private,42485,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,55,United-States,<=50K
+Trisha Doorey,10/5/2010,715-42-6283,91915,29,Private,367706,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Katalin Guenther,7/14/1969,149-28-8555,91797,24,Private,102493,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Myrna Oldroyde,4/22/1965,513-19-1506,50469,17,Private,263746,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+Osmund Gohier,11/16/1984,833-48-6590,76599,47,Private,115358,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Britta Voules,4/5/1967,678-22-2143,82556,46,Private,189680,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Ainslee Leglise,3/24/2000,387-57-7667,32942,32,,282622,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,28,United-States,<=50K
+Marcelo Trasler,10/4/1996,678-54-3991,64770,34,Private,127651,10th,6,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,44,,<=50K
+Harmony Livsey,4/5/1987,735-19-6200,19551,63,Private,230823,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Cuba,<=50K
+Paulina Farryan,2/26/1993,178-12-5432,63289,21,Private,300812,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+Saul Druett,7/20/2008,503-07-7234,55607,18,Private,174732,HS-grad,9,Never-married,Other-service,Other-relative,Black,Male,0,0,36,United-States,<=50K
+Jody Scyner,4/22/1973,668-70-0699,96864,49,State-gov,183710,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Vikki Verheyden,9/25/1963,588-81-2495,51149,81,Self-emp-not-inc,137018,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Marice Grunson,7/21/1974,229-23-7462,52002,36,Self-emp-inc,213008,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Parrnell Westwater,8/10/1962,734-32-5334,22364,47,Private,357848,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Arlette Connue,10/22/1960,577-28-4141,23137,36,Private,165799,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Rem Olney,10/13/1993,875-83-3361,18396,39,Self-emp-not-inc,188571,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Nadean Durnan,3/30/1961,495-47-0525,6322,46,Private,97883,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Quill Benterman,3/11/1965,212-35-6489,7394,43,Local-gov,105862,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,40,United-States,>50K
+Filia Jori,11/4/1978,820-04-8882,64047,39,Local-gov,57424,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Roanna Taunton.,8/24/1980,873-08-1643,32176,29,Private,151476,Some-college,10,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Leann Bonifant,3/28/2005,779-30-0653,61914,23,Private,129583,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,16,United-States,<=50K
+Meggie Ughini,4/30/2009,342-65-2724,50938,57,Private,180920,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+Kincaid Cardo,5/20/1988,356-72-7845,59500,38,Self-emp-not-inc,182416,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,42,United-States,<=50K
+Jemmy Aimer,1/25/2001,720-68-7193,18297,25,Private,251915,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Arel Hatwell,2/21/1966,623-51-5529,25052,39,Local-gov,187127,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Harman Bosenworth,1/29/1970,806-63-2219,12974,24,Private,69045,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+Joella Janko,8/17/2007,503-15-6865,55148,56,Private,192869,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1977,44,United-States,>50K
+Clotilda Starford,11/9/1973,206-21-0453,58244,39,Private,74163,12th,8,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bettina Baniard,6/9/1956,334-98-4779,92347,23,Private,60847,Assoc-voc,11,Never-married,Sales,Unmarried,White,Female,0,0,60,United-States,<=50K
+Deborah Costain,8/9/1957,373-09-3920,15933,17,,213055,11th,7,Never-married,,Not-in-family,Other,Female,0,0,20,United-States,<=50K
+Rosabelle Piller,12/14/1961,522-74-3121,3336,67,Self-emp-not-inc,116057,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,3273,0,16,United-States,<=50K
+Nikos Bruhnsen,12/4/1994,310-63-5296,58763,41,Private,82393,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,50,United-States,<=50K
+Liam Ivashnikov,1/15/1988,711-31-4031,59325,24,Local-gov,134181,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,50,United-States,<=50K
+Desiri Casarino,9/4/1991,574-40-0781,19002,51,Private,159910,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Male,10520,0,40,United-States,>50K
+Fleurette Klehyn,1/12/1979,435-97-3925,53090,30,Self-emp-inc,117570,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Leslie Dries,3/21/1971,616-46-3336,58574,47,Self-emp-inc,214169,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,40,United-States,>50K
+Kelwin Lauder,2/17/1962,799-20-1996,10511,56,Private,56331,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,32,United-States,<=50K
+Angeli August,10/14/2009,336-95-0761,57738,51,Private,35576,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Costanza Plet,11/18/1959,656-03-9241,92469,57,Self-emp-not-inc,149168,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Krystalle Dally,8/13/1959,343-75-2549,1019,34,Private,157165,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Brigit Grigoriscu,10/24/2010,612-81-8255,15321,24,Private,278130,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kalila Pragnell,7/24/1984,172-55-7485,17735,57,Private,257200,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Timi Brikner,3/23/1954,782-04-6299,75603,38,Private,283122,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Conny Lordon,2/29/1960,691-99-8487,49847,23,Private,580248,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nicol Veryard,5/21/1953,282-39-9772,46701,35,Private,230054,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Graig Synnott,2/6/1983,824-61-7762,12023,58,Private,519006,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+Iosep Lavis,9/29/2000,603-91-0783,10775,19,,37332,HS-grad,9,Never-married,,Own-child,White,Female,1055,0,12,United-States,<=50K
+Jillane Giroldi,12/3/1951,318-43-3041,63388,19,,365871,7th-8th,4,Never-married,,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Tamqrah Sallinger,11/3/2001,225-43-4727,71716,68,State-gov,235882,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2377,60,United-States,>50K
+Laureen Lettsom,2/22/1989,731-65-6743,84046,43,Private,336513,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+Pamela Dreghorn,5/31/1976,898-67-6311,58118,17,Private,115551,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Clea Byrne,9/9/2002,733-96-5189,69311,53,State-gov,50048,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+Chevy Buckbee,9/10/2005,743-36-5630,69685,37,Self-emp-inc,382802,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,99,United-States,>50K
+Roland Pottie,4/17/1974,330-91-3812,64066,21,,180303,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Male,0,0,25,,<=50K
+Shelton Tallon,4/13/2003,656-85-8364,15641,63,Private,106023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Drona Procter,1/30/1987,449-37-6872,37576,31,Private,332379,Some-college,10,Married-spouse-absent,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+Mona Enric,6/13/1967,337-46-3250,6928,29,Private,95465,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Dee dee Hodinton,11/5/2007,767-25-9551,53809,43,Local-gov,96102,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+Moshe Boyson,4/19/1969,466-02-2847,24558,27,Private,36440,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,65,United-States,>50K
+Sheffy Mora,3/31/1951,431-16-4450,5163,25,Self-emp-not-inc,209384,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,32,United-States,<=50K
+Theodoric Mateo,1/3/1961,658-73-8606,26900,28,Private,50814,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Erwin Dulieu,6/15/1969,648-45-3701,83998,54,Private,143865,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+Keriann Shobrook,7/29/1990,519-18-8450,91310,74,,104661,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Tammie Willcot,4/22/2002,143-19-2870,9303,31,Local-gov,50442,Some-college,10,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,0,0,32,United-States,<=50K
+Gaye Doeg,3/19/1959,848-91-5117,42873,23,Private,236601,Some-college,10,Never-married,Tech-support,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Charmian Hefferon,8/29/1968,450-99-2775,48778,19,Private,100999,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,30,United-States,<=50K
+Xylia Aucoate,2/4/2008,483-99-6348,51786,39,,362685,Preschool,1,Widowed,,Not-in-family,White,Female,0,0,20,El-Salvador,<=50K
+Ugo Geldard,2/4/1982,854-16-1771,20649,61,Self-emp-not-inc,32423,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,22040,0,40,United-States,<=50K
+Laurie Snoday,1/4/1967,205-73-7883,40688,59,,154236,HS-grad,9,Married-civ-spouse,,Wife,White,Female,7688,0,40,United-States,>50K
+Ervin Duchateau,12/4/1968,299-18-9336,87024,27,Self-emp-inc,153546,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,36,United-States,>50K
+Lorene Leppard,6/21/1990,386-41-7426,7107,19,Private,182355,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+Quentin Chappell,2/17/1979,211-04-2939,32688,23,,191444,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Llywellyn Haithwaite,7/10/1994,870-01-8698,34245,25,Local-gov,44216,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+Orelie Barmadier,5/26/1981,582-63-8638,5401,40,Private,97688,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+Elmira Truin,5/31/1982,323-99-9997,97882,53,Private,209022,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,37,United-States,<=50K
+Xylina Heinicke,4/26/1982,480-64-4944,66563,32,Private,96016,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Patten Sales,3/7/1990,177-10-6820,11382,72,Self-emp-not-inc,52138,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2392,25,United-States,>50K
+Germayne Faichney,10/15/1968,112-27-1922,47997,61,Private,159046,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Massimiliano Houseman,7/14/2012,149-26-6102,6067,42,Private,138634,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Mariellen Crookes,11/30/2010,430-80-2260,31894,17,Private,130125,10th,6,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Female,1055,0,20,United-States,<=50K
+Bettine Babe,8/10/1979,142-01-6874,10406,73,Private,247355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,16,Canada,<=50K
+Armando Mufford,8/14/1986,261-12-9482,6935,41,Self-emp-not-inc,227065,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Suzy Biasetti,9/25/1967,509-45-4805,7003,23,Private,244771,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,20,Jamaica,<=50K
+Jase Olney,1/7/1955,885-43-1898,50292,23,Private,215616,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Canada,<=50K
+Latrena Stow,6/17/1978,747-44-4257,33451,65,Private,386672,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,15,United-States,<=50K
+Florie Haldenby,3/17/1991,797-53-3959,63218,45,Self-emp-inc,177543,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+Berton Bronot,12/29/1970,313-16-9162,54617,52,Federal-gov,617021,Bachelors,13,Married-civ-spouse,Tech-support,Husband,Black,Male,7688,0,40,United-States,>50K
+Tillie Demetr,9/15/1986,561-87-3968,95652,24,Local-gov,117109,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,27,United-States,<=50K
+Gennifer Matysiak,1/8/1971,278-38-6809,92308,23,Private,373550,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Suellen Haddrill,12/21/1958,532-30-7903,25398,30,Private,19847,Some-college,10,Divorced,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Fidela Brittin,2/15/1954,404-32-7583,33457,26,Private,189590,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Krystalle Outerbridge,8/22/1956,107-39-7681,47502,37,Self-emp-not-inc,58343,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,56,United-States,<=50K
+Sheilah MacPeice,8/5/1963,518-66-2976,71276,17,Private,354201,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Lynnette Charlton,2/4/1983,245-77-7245,74027,31,Private,119422,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Laurice Wyles,11/15/2008,638-50-1757,36275,52,Private,363405,HS-grad,9,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Gualterio Fullwood,6/26/1965,316-98-8480,79293,63,Private,181863,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,27,United-States,<=50K
+Theresa Parkyn,10/27/1966,339-47-3351,13991,27,Private,194472,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Antonie Arnason,10/20/1958,694-35-5097,76956,31,Private,247328,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,40,Mexico,<=50K
+Evania Rickcord,7/8/2011,811-02-9291,34238,71,Self-emp-not-inc,130731,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Arron Clendinning,11/1/1998,373-09-1134,63796,35,Private,236910,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Goldi Houlden,6/6/1986,448-93-0788,39577,44,Private,378251,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,<=50K
+Tilly Baggiani,3/4/1953,822-58-0801,35735,36,Private,120760,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+Damian Tubridy,5/18/2006,317-52-3543,96311,22,Private,203182,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Female,0,0,20,United-States,<=50K
+Lenci Hindenburg,10/19/2002,606-13-3546,67732,32,Private,130304,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,48,United-States,<=50K
+Rochella Chomley,6/17/2001,871-09-0829,46522,30,Local-gov,352542,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Laurella Antowski,10/28/2004,162-66-5529,18196,60,,191024,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Marj Comley,7/16/1985,706-94-8348,30228,25,Private,197728,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Toddie Falls,9/13/1986,570-45-1551,28682,76,Private,316185,7th-8th,4,Widowed,Protective-serv,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Marline Baynes,12/21/1989,892-22-5298,70424,41,Private,89226,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Burke MacNab,6/8/2007,863-34-8742,6894,26,Private,292353,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,United-States,<=50K
+Hyacinthia Collyear,7/16/2012,578-63-8507,36404,45,Private,304570,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Neysa Courvert,12/20/2006,376-47-7299,13127,32,Private,180296,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Bibi Mathiasen,9/5/1959,365-98-3572,41940,22,Private,361487,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Eb Crathern,6/1/2011,527-08-7393,97291,39,Private,218490,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1848,40,United-States,>50K
+Julius Manueau,6/1/1994,639-90-5641,54891,63,Self-emp-not-inc,231777,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ned Minards,12/26/1954,749-50-0574,85622,23,Private,189832,Assoc-acdm,12,Never-married,Transport-moving,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kameko Sanz,4/6/1999,616-14-1664,47533,61,Private,232308,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Corbie Croom,9/6/1993,474-91-1793,4273,31,State-gov,33308,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Hestia Rude,2/19/1971,148-68-0804,41590,25,Private,333677,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Janessa Berndt,3/30/2007,793-89-2911,24581,33,Private,170651,HS-grad,9,Never-married,Other-service,Own-child,White,Female,1055,0,40,United-States,<=50K
+Nicola Lauks,5/22/2002,802-59-6183,89445,39,Private,343403,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,36,United-States,<=50K
+Janel Artist,5/3/1994,238-96-0131,18349,53,Private,166386,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+Maurie Higgan,10/22/1952,873-12-8730,48778,26,Federal-gov,48099,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Karita Worshall,7/16/2002,564-47-0516,95021,21,Private,143062,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,<=50K
+Archibald Chaney,3/16/1966,585-78-7799,2758,18,Private,104704,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Godard Dabels,5/8/1967,875-54-7559,75920,34,Private,30497,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Dunstan Gillies,2/25/2007,209-46-8636,14611,44,State-gov,174325,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7688,0,40,United-States,>50K
+Guy Webber,4/12/1956,168-66-2492,65367,31,Private,286675,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+Trever Kingett,3/19/2003,624-91-5465,44928,44,Private,59474,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Marlowe McNelis,6/24/2006,769-11-6553,78332,42,Private,378384,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,60,United-States,>50K
+Robinet Chetter,10/16/1961,558-38-8368,53228,43,Private,245842,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,Mexico,<=50K
+Camey Olenov,6/27/1997,652-76-2095,93515,33,Private,274222,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,7688,0,38,United-States,>50K
+Marketa Demcak,9/3/1983,237-01-2641,18909,21,Private,342575,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,30,United-States,<=50K
+Homere Moiser,8/1/1977,185-33-4481,93590,30,Private,206051,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Carmon Maystone,10/19/1998,505-19-4085,17610,55,Private,234213,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Ardyth Mitcheson,4/26/1958,838-51-5383,19734,57,Private,145189,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Chris Reaman,3/10/1965,859-50-4437,88915,37,Private,233490,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Neils Chaytor,8/16/2011,281-72-0432,87402,32,Private,344129,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Clayton Moncrefe,7/1/1951,439-28-1053,85008,62,Self-emp-not-inc,171315,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Reinold Grinsted,1/17/2011,629-19-3365,43386,31,Self-emp-not-inc,181485,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,40,United-States,>50K
+Thekla Llopis,1/22/1962,760-43-7944,32198,51,Private,255412,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,France,>50K
+Anatol Grayshan,4/3/1966,800-74-6344,13968,37,Private,262409,Masters,14,Divorced,Exec-managerial,Unmarried,White,Female,0,213,45,United-States,<=50K
+Helga Emanuel,12/5/1960,276-88-7518,96580,45,Private,199590,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,Mexico,<=50K
+Issiah Cavnor,7/26/2011,141-02-9705,57767,47,Private,84726,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Jacinthe Ilchuk,2/22/1960,174-92-8895,16122,31,,226883,HS-grad,9,Divorced,,Own-child,White,Male,0,0,75,United-States,<=50K
+Valli McKinless,1/28/1989,607-98-4995,32070,75,Self-emp-not-inc,184335,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+Alvin Spolton,10/17/1984,328-20-4093,35958,43,Private,102025,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,50,United-States,<=50K
+Aube Calf,3/8/2004,575-04-7390,65632,39,Private,183898,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,60,Germany,>50K
+Paulita Armand,4/27/1987,797-22-1253,10573,30,Private,55291,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Janeen Mosdell,7/16/1954,250-34-5468,63191,27,Private,150025,5th-6th,3,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Guatemala,<=50K
+Shem Carswell,10/31/1971,523-17-7483,17790,44,Private,100584,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Gaelan Cadogan,2/15/1974,707-88-0941,33750,53,Local-gov,181755,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,>50K
+Alfie Lewty,12/14/1952,318-14-2029,10175,40,Private,150528,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Darcie MacCaughan,9/28/1974,242-69-4863,3966,18,Private,107277,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Manfred MacPharlain,8/13/1992,306-79-5392,32340,33,Private,247205,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,England,<=50K
+Andie Abyss,9/3/1986,243-64-7713,22908,20,Private,291979,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Erl Graith,3/15/1951,446-09-6858,83490,38,Private,270985,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+Ellyn Maybey,8/18/1979,872-92-2608,29737,48,Private,62605,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Humberto Vyvyan,8/26/1968,222-85-4425,97132,46,Self-emp-not-inc,176863,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Chip Loraine,12/24/1969,230-12-8021,82778,51,Private,53197,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Johannah Cunde,7/7/1964,434-15-1069,41122,35,Self-emp-not-inc,267776,HS-grad,9,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+Marigold Broadstock,1/11/1990,155-21-9289,55213,24,Private,308205,7th-8th,4,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Terence Glozman,6/17/1978,499-14-7069,53007,30,Private,306383,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Inge Phelan,12/24/1959,516-47-1974,25903,70,Private,35494,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,United-States,<=50K
+Ethelda Greedyer,5/17/1952,651-37-5638,2395,26,Private,291968,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,<=50K
+Daniel Harrower,6/24/1987,861-79-3594,36790,34,Private,80933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+Karia Ivchenko,10/20/1973,462-46-8113,47861,46,Private,271828,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Tisha Arkle,9/22/1967,154-12-8391,30711,70,Private,121993,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,5,United-States,<=50K
+Branden Markova,5/15/1976,898-05-0153,12187,37,Local-gov,31023,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Udale Bicheno,3/3/1999,737-82-2602,8685,36,Self-emp-not-inc,36425,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+Tracey Gainsbury,2/19/1997,883-22-3948,35096,23,Private,407684,9th,5,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,Mexico,<=50K
+Ellerey Ingman,11/16/1994,323-46-0537,53385,28,Private,241895,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1628,40,United-States,<=50K
+Ira Kilfether,5/13/1972,167-80-4996,11794,44,Self-emp-not-inc,158555,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Cari Stachini,11/30/1966,706-51-4899,94318,58,Private,140363,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,3325,0,30,United-States,<=50K
+Marita Hartlebury,6/28/1996,382-60-4968,90736,53,Private,123429,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Olive Kundt,1/30/1960,610-13-9346,59715,23,Private,40060,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Shaylynn Grigorkin,10/14/1981,748-56-8213,37905,26,Private,290286,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Kaja Gaiger,12/20/1962,606-25-7699,22423,21,,249271,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Chadwick Morrison,1/26/1959,255-21-2390,70877,34,Local-gov,106169,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Suzy Zoephel,1/5/1983,307-12-0966,68147,43,Private,76487,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Regan Burwin,10/9/1954,386-10-4195,56593,22,Private,437994,Some-college,10,Never-married,Other-service,Other-relative,Black,Male,0,0,20,United-States,<=50K
+Valdemar Tennewell,4/11/1970,177-93-2274,74874,41,Private,113555,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,7298,0,50,United-States,>50K
+Dario Symcoxe,9/30/1973,429-40-4083,8614,36,Private,160120,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Llewellyn Hendrich,6/6/1951,833-22-6128,78192,41,Local-gov,343079,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1740,20,United-States,<=50K
+Lothaire McGrann,12/8/1997,437-02-4263,74746,27,Private,406662,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,4416,0,40,United-States,<=50K
+Brian Dobby,2/8/1969,293-76-3669,30895,42,Self-emp-not-inc,37618,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Renell Newbury,9/3/1986,108-67-9638,39019,27,Private,114158,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+El Longo,4/6/1988,513-38-4064,55741,41,Private,115562,HS-grad,9,Divorced,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Colene Humes,10/5/1994,175-77-9805,64942,32,Private,353994,Bachelors,13,Married-civ-spouse,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,0,0,40,China,>50K
+Rosina Merriman,12/20/2004,250-63-8927,49989,21,Private,344891,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+Karia Waddams,10/16/1980,453-81-7131,78096,44,Private,286750,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+Christye Anwell,12/19/2009,781-88-4025,85158,29,Private,194197,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Jillane Thomassin,7/11/1972,758-72-7265,53334,19,Self-emp-not-inc,206599,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,22,United-States,<=50K
+Alyda Florey,12/24/1973,470-78-6883,61737,21,Local-gov,596776,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,Guatemala,<=50K
+Ashby Lob,3/9/2010,520-96-4717,43746,46,Private,56841,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Tuckie Mahony,9/22/1991,769-78-5601,64376,38,Private,112561,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Abbi Kunzelmann,10/4/1969,460-36-9684,56388,43,Private,147110,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,48,United-States,>50K
+Penelopa Littell,6/7/1999,602-80-1444,45498,54,Self-emp-inc,175339,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Renata Chilvers,4/3/1989,537-20-4394,55214,38,Private,234901,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,60,United-States,>50K
+Billie Atwood,1/12/2006,861-39-1748,79039,18,,298133,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Tammie Barczynski,4/12/2008,812-89-7295,16267,50,Private,217083,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Vasily Wolland,3/22/2009,631-25-6480,62986,30,Private,97757,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,>50K
+Marys MacGorley,10/24/1987,603-93-2565,89689,30,Private,151868,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Mercy Merill,8/23/1975,688-47-4555,11723,28,Local-gov,25864,HS-grad,9,Never-married,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,35,United-States,<=50K
+Kirstin Berge,9/13/1978,607-78-1803,4511,26,Private,109419,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Reinaldo Screeton,6/23/1993,421-44-7555,46067,37,Federal-gov,203070,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+Kassie Handforth,3/16/1972,179-61-4898,15672,32,Private,107843,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5178,0,50,United-States,>50K
+Drud Arundel,12/14/1952,402-79-9184,40392,64,State-gov,264544,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,5,United-States,>50K
+Brigida McCrackan,1/4/1980,719-89-4613,39296,18,Private,148644,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,28,United-States,<=50K
+Prue Scouller,4/8/1997,438-04-0440,51260,30,Private,125762,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+Hilario Dalligan,2/25/1967,469-73-4474,65356,36,,53606,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,3908,0,8,United-States,<=50K
+Lucila Cripin,5/25/1961,269-73-8456,38936,18,Private,193741,11th,7,Never-married,Other-service,Other-relative,Black,Male,0,0,30,United-States,<=50K
+Waylen Groome,3/16/2006,777-95-5937,86347,27,Private,588905,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Stacy Keene,11/21/1990,786-87-8405,48898,49,Private,115613,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Lanita Doe,8/11/1965,507-52-7347,76613,46,State-gov,222374,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,43,United-States,>50K
+Chucho Aulsford,5/10/1957,216-94-7913,70735,37,Private,185359,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Inger Rigard,5/19/1986,657-84-7493,41242,30,Private,173647,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kimberly Como,10/4/1963,750-23-4143,67809,29,Private,31166,HS-grad,9,Divorced,Prof-specialty,Not-in-family,Other,Female,0,0,30,Germany,<=50K
+Vonni Sneddon,10/10/1986,220-12-3904,51765,22,,517995,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Mexico,<=50K
+Essa Grouse,6/19/1979,520-22-0105,63311,25,Self-emp-not-inc,189027,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Efrem Sissland,2/24/1985,243-51-2234,88489,38,Private,296125,HS-grad,9,Separated,Priv-house-serv,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Bartholemy Henker,8/14/1963,231-09-6569,99687,32,,640383,Bachelors,13,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Erhard Prestedge,2/9/1970,678-16-1773,77451,35,Private,334291,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Gasparo Smallbone,6/24/1989,323-90-7355,53311,56,Private,318450,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,80,United-States,>50K
+Asher O'Fielly,10/28/1986,432-11-4239,5370,29,Private,174163,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Imogen Tanguy,3/7/1973,433-43-4311,88978,41,Private,119721,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Augy Clabburn,6/29/1975,754-01-5905,87604,47,Private,142719,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Roda Heaker,3/22/1963,338-30-8022,8567,23,Private,162593,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Regina Pikesley,4/26/2003,456-31-7153,39519,46,Self-emp-not-inc,236852,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Woodie Wythill,3/11/2011,596-97-1855,28635,28,Local-gov,154863,HS-grad,9,Never-married,Protective-serv,Other-relative,Black,Male,0,1876,40,United-States,<=50K
+Stacy Durward,10/18/1960,899-67-9904,10358,39,Private,168894,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+Gare Maccrae,4/13/1954,120-92-3445,96289,42,Self-emp-not-inc,344920,Some-college,10,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,50,United-States,<=50K
+Ebba Vynarde,10/6/1953,565-87-6288,7329,39,Private,33355,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,48,United-States,>50K
+Alasdair Mennithorp,3/27/1957,874-31-4235,34520,68,,196782,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+Netti Audritt,11/19/2007,218-14-5847,74371,37,Self-emp-inc,291518,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,55,United-States,>50K
+Marquita Sparrow,12/6/1994,721-53-5199,97953,57,Private,170244,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ryley Cabane,5/27/2006,885-63-0446,30412,22,Private,369549,Some-college,10,Never-married,Other-service,Not-in-family,Black,Female,0,0,30,United-States,<=50K
+Tristan Checcuzzi,12/19/1969,843-22-5301,60055,24,Private,23438,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,>50K
+Lurette Abdon,7/5/1983,242-52-8532,13092,19,Private,202673,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,50,United-States,<=50K
+Roxie Le Grove,5/2/2000,183-24-5351,36287,55,Private,171780,Assoc-acdm,12,Divorced,Sales,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Parsifal Sergant,7/20/1993,702-37-8305,7134,37,Local-gov,264503,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Claudine Carlisso,12/8/1968,402-32-4868,50004,37,Local-gov,244341,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Cora Gedney,5/23/1968,651-06-6767,24586,28,Private,209109,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+Belvia Epinoy,7/23/1965,502-08-7318,71939,27,Private,187392,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lee Norvill,10/19/1972,446-19-6669,18884,40,State-gov,119578,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,20,United-States,<=50K
+Nico Hardy-Piggin,1/20/2002,887-93-0999,71374,51,Private,195105,HS-grad,9,Divorced,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+Finley Rivalland,3/12/1989,847-23-7569,60588,52,Private,101752,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,56,United-States,<=50K
+Madella Digan,7/26/1968,104-60-8208,36362,74,,95825,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,3,United-States,<=50K
+Tiphani Biernat,7/17/1959,263-30-4602,72852,49,Self-emp-inc,362654,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Marisa Jizhaki,2/18/1983,324-49-2825,60781,20,,29810,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Ephrayim Kliemchen,12/20/1996,318-09-3834,58758,40,Federal-gov,77332,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Dotti Kaubisch,3/11/1962,581-93-0058,91126,80,Private,87518,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,1816,60,United-States,<=50K
+Emiline Scroyton,1/24/1999,559-38-6006,52126,63,Private,113324,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Rockie Roubert,4/8/2005,603-33-0604,56143,63,Private,96299,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,45,United-States,>50K
+Reyna Kilduff,10/9/1993,520-59-0552,11875,51,Private,237729,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Conny Wartonby,3/17/2005,613-41-2423,22195,23,Private,200973,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Keven Melarkey,1/28/1999,519-68-8399,97458,66,Self-emp-not-inc,212456,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Hendrika Baldocci,12/6/2002,164-54-9335,65639,33,Self-emp-not-inc,131568,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,66,United-States,<=50K
+Hurleigh Maccraw,2/9/1990,571-66-6218,20890,49,Private,185859,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,<=50K
+Hymie Vido,4/22/2006,795-25-0476,42983,20,Private,231981,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,32,United-States,<=50K
+Luisa Jekyll,6/10/1989,829-61-7796,2686,33,Self-emp-inc,117963,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,60,United-States,>50K
+Caril Stodart,6/14/2000,836-39-0803,99940,26,Private,78172,Some-college,10,Married-AF-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Hamilton Entreis,9/10/1995,556-30-9236,81046,52,Private,164135,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Keelby Tryhorn,8/5/1973,166-07-1302,38393,33,Private,171216,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Archy Peeke-Vout,10/16/1959,504-44-9447,35686,47,Private,140664,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Fletcher Joron,3/15/2006,246-63-3550,82927,23,Private,249277,HS-grad,9,Never-married,Exec-managerial,Own-child,Black,Male,0,0,75,United-States,<=50K
+Deedee Vell,2/21/1997,488-38-3780,55594,53,Federal-gov,117847,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Karlan Hiddersley,3/29/1966,563-49-9994,42913,19,Private,52372,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Nigel Ternouth,7/6/1993,625-43-9746,19802,26,Federal-gov,95806,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Jenica Fyldes,4/29/1975,625-90-7161,22608,53,Private,137428,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Ramonda Rouzet,3/18/1976,457-89-0365,75883,65,Private,169047,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+Sayer Staig,10/12/1960,251-92-8673,8463,68,Private,339168,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+Darwin Attwell,7/11/1993,130-51-7691,56918,30,Private,504725,10th,6,Never-married,Sales,Other-relative,White,Male,0,0,18,Guatemala,<=50K
+Vin Willimott,9/11/2008,648-59-2310,29695,28,Private,132870,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Beulah Towey,9/7/1976,555-82-7039,99698,54,Local-gov,135840,10th,6,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+Kirby Barbara,4/18/1994,780-85-4684,34462,30,Private,35644,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Skelly Curdell,3/4/1958,727-20-0573,57365,22,Private,198148,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,50,United-States,<=50K
+Roda Earpe,5/19/2012,892-94-4253,44843,25,Private,220098,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Camila Kidwell,1/19/1990,604-97-8252,3377,19,Private,262515,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,20,United-States,<=50K
+Vlad Bradtke,8/2/1971,606-41-5213,55643,19,,423863,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Laraine Hazell,9/18/1984,224-72-6278,88904,32,Federal-gov,111567,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Cris Mumbeson,12/23/1957,837-27-3023,30724,23,Private,194096,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Kingsley Tanti,7/9/1997,756-54-6183,31505,51,Local-gov,420917,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Sancho Edling,7/28/1979,427-90-1306,52859,25,Private,197871,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+Nickola O'Dogherty,5/12/2002,540-43-4247,89357,46,Local-gov,253116,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Olly Ough,4/14/1998,517-04-4109,95870,38,Private,206535,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,50,United-States,<=50K
+Neddie Lottrington,8/17/2002,261-27-4434,79731,26,State-gov,70447,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Erena Braney,1/23/1951,781-01-8622,50691,46,Private,201217,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Adelind Bogey,12/4/1977,746-88-5944,34386,25,Private,209970,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ninette Oliva,1/23/1976,899-56-4914,62055,20,Private,196745,Some-college,10,Never-married,Other-service,Own-child,White,Female,594,0,16,United-States,<=50K
+Alexia Zink,5/7/1979,251-35-9430,65025,29,Local-gov,175262,Masters,14,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,0,0,35,United-States,<=50K
+Annemarie Dundridge,8/18/1985,587-83-3952,2756,51,Self-emp-inc,304955,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Celina Jakeman,11/8/1999,657-44-9392,77636,40,Private,181265,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,<=50K
+Sisely Masic,6/22/1994,261-40-4053,76172,24,Private,200973,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rhoda Peoples,12/5/2010,818-19-7096,72304,24,Self-emp-not-inc,37440,Bachelors,13,Never-married,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+Drake Jonke,8/26/1985,583-75-2431,59163,31,Private,395170,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,24,Mexico,<=50K
+Frank Janicek,2/2/2003,803-14-4335,45696,54,,32385,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Arlette Elven,3/21/2007,602-24-3281,26176,34,Private,353213,Assoc-acdm,12,Separated,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Elsbeth Brock,10/16/1986,291-79-4313,78940,19,Private,38619,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,66,United-States,<=50K
+Celisse Braunes,3/4/1985,656-11-6941,22224,21,Private,177711,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+Tessie Urch,4/19/1986,226-08-2187,90825,21,Private,190761,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+Ailyn Ephgrave,2/25/1997,288-47-8270,98691,23,Private,27776,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,24,United-States,<=50K
+Georas Partleton,9/27/1995,120-88-3513,51905,37,Federal-gov,470663,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wilone Antoniottii,9/11/1960,821-48-6273,71363,40,Private,71738,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,46,United-States,>50K
+Jordon McLean,4/18/2001,677-73-5262,28142,57,Private,74156,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+Artemis Littleton,10/22/2009,334-21-8798,40407,48,Private,202467,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,40,United-States,>50K
+Averil Francke,9/26/2003,225-56-2533,98092,24,Private,123983,11th,7,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Isabelita Currall,5/17/2006,278-99-6905,41492,43,Private,193494,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Maressa Greggersen,4/22/1959,308-75-2175,12017,32,,169886,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,20,,<=50K
+Eric Ochterlony,11/22/1982,758-32-8049,82081,40,Private,130571,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Milton Griggs,9/15/1997,770-15-8488,10710,52,Self-emp-inc,90363,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+Helaine Bernini,6/12/1986,268-85-6855,45065,49,Private,83444,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Angelica Chattey,8/28/1971,153-74-3735,11143,45,Self-emp-not-inc,239093,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,3137,0,40,United-States,<=50K
+Leslie Tortoishell,3/30/1962,519-66-8482,6236,62,Local-gov,151369,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Howie Newlands,6/28/2001,702-92-2279,60289,29,Private,56630,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Brita Shurlock,5/5/1976,783-88-4309,85013,49,Private,117095,HS-grad,9,Separated,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Rodi Charrington,8/10/1981,688-92-7641,30027,55,Federal-gov,189985,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Diannne McCanny,9/15/1959,206-84-5818,82683,20,,34862,Some-college,10,Never-married,,Own-child,Amer-Indian-Eskimo,Male,0,0,72,United-States,<=50K
+Brandon Quernel,10/9/2009,359-49-7892,57955,37,Self-emp-inc,126675,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Ashton Reinbeck,9/12/1984,548-52-0315,1125,43,State-gov,199806,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Trip Abrahmer,10/4/1953,186-44-1327,91141,29,Private,57596,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Hanna Gopsell,2/19/1972,747-09-0648,33980,44,Private,103459,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Breanne Smout,7/1/1995,116-76-3321,1927,28,Private,282398,Some-college,10,Separated,Tech-support,Unmarried,White,Male,0,0,40,United-States,>50K
+Bette Gwilliam,4/11/2002,380-68-2002,32404,38,Private,298841,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Nicol Hugueville,2/29/1996,574-77-5042,41831,45,Private,33300,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,1977,50,United-States,>50K
+Vida Loosely,1/17/1987,600-63-8817,56165,22,,306031,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Denice Dyster,6/8/1976,241-71-4303,52086,19,Private,306467,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Mateo Petty,6/29/1973,760-36-7167,28035,20,Private,189888,12th,8,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Letizia Jacketts,2/12/1994,697-49-8776,46617,60,Private,83861,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Keefer Nisard,2/1/1994,740-16-8315,63730,30,Private,117393,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Paten Redmond,5/6/1999,560-85-6448,23258,22,Private,129934,Some-college,10,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Annora Negal,8/6/1955,844-60-8453,37774,51,Private,179010,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Ginger Whyteman,12/10/1996,660-15-3764,20980,31,Private,375680,Bachelors,13,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,40,,<=50K
+Minetta Hamner,9/19/1972,612-86-4693,96578,48,Private,316101,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Teresina Chater,8/1/2004,504-94-8762,63062,43,Private,293305,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1887,40,United-States,>50K
+Zandra Berni,5/14/1998,290-91-5536,90191,51,Local-gov,175750,HS-grad,9,Divorced,Transport-moving,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Barney Kevane,10/23/2007,110-57-1962,76672,41,Private,121718,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,1848,48,United-States,>50K
+Abeu Taree,7/7/1990,710-05-0069,42718,62,,94931,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,3411,0,40,United-States,<=50K
+Rozella Edgeler,2/9/2009,808-65-8701,25396,50,State-gov,229272,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Falito Piddocke,4/17/1970,367-81-1302,35717,46,Private,142828,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Radcliffe Kermannes,4/24/2007,378-82-8803,7705,54,Private,22743,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,60,United-States,>50K
+Maxy Gail,3/8/1958,224-75-8031,70290,68,Private,76371,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,>50K
+Ronalda Fust,8/21/1985,763-06-7944,3693,23,Self-emp-not-inc,216129,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Marchall Curless,9/5/1996,774-48-1585,20295,49,Private,107425,Masters,14,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Jere Constantinou,11/2/1975,875-42-4623,4434,24,Private,611029,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Jourdain Band,10/10/1993,814-79-7834,55924,30,Local-gov,363032,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+Petronilla Swain,7/19/1984,491-70-8019,68268,38,Private,170020,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3137,0,45,United-States,<=50K
+Marvin Devinn,9/9/1999,141-82-9056,66921,34,Private,137900,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Birch Sore,3/26/1971,293-53-1816,46832,22,Private,322674,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Karlie Lodeke,12/8/1950,288-88-0308,45590,30,Private,23778,7th-8th,4,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Nehemiah Cowburn,4/19/1957,790-31-4626,19497,61,Private,147845,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,31,United-States,<=50K
+Tris Lace,1/30/1959,777-71-1157,29445,36,Private,175759,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Madge Realph,4/20/1996,294-88-8392,33094,51,Self-emp-inc,166459,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Lorrin Mulholland,5/19/2004,571-39-9622,17047,43,Private,128212,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,40,Vietnam,>50K
+Hugh Enderson,3/10/1997,878-55-4955,97429,54,Federal-gov,127455,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+Sigismundo Breese,3/31/1981,253-33-0172,3353,63,Private,134699,HS-grad,9,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Fran Water,5/10/1989,592-08-3303,73017,51,Private,254230,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Mirella Cawthra,8/21/1980,391-48-9429,59118,63,Self-emp-not-inc,159715,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Zorana Knowlton,1/8/1990,563-22-7352,12836,51,Local-gov,116286,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Veronika Perryn,3/6/1983,768-09-6906,7646,27,Private,146719,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Bertine Lauchlan,12/31/1964,778-83-3119,37831,35,Private,361888,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Jacinda O' Dooley,10/4/1953,862-39-0448,38622,31,,26553,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,>50K
+Ivan Ander,11/20/1965,128-04-1926,64006,46,Self-emp-not-inc,32825,HS-grad,9,Separated,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Silvio Dietmar,2/23/1964,385-14-9697,82657,53,Private,225768,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Devland Rabbage,1/7/1968,635-46-9254,44940,26,Federal-gov,393728,Some-college,10,Divorced,Adm-clerical,Own-child,White,Male,0,0,24,United-States,<=50K
+Faun Hartzogs,2/6/1953,538-25-9786,53994,43,Private,160369,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Madelina Greensted,7/3/1985,814-35-8933,12424,39,Private,191807,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Luke Phillot,5/23/1983,496-20-1593,27008,50,Federal-gov,176969,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Olvan Reedshaw,10/2/1980,434-19-9195,41397,54,Federal-gov,33863,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Austin Randleson,5/10/1967,417-19-7506,73462,62,,182687,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,45,United-States,>50K
+Amandi Kilfeather,8/29/1963,170-72-0030,11964,57,State-gov,141459,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Row Jolliff,8/25/1979,657-56-6950,53963,19,,174233,Some-college,10,Never-married,,Own-child,Black,Male,0,0,24,United-States,<=50K
+Ardisj Tolputt,11/8/1998,195-09-4978,79703,29,Local-gov,95393,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Reinwald Sneaker,4/17/1984,554-69-8067,10969,20,Private,221095,HS-grad,9,Never-married,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Jill Sheaf,4/30/1974,266-99-9917,59283,53,Private,104501,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,55,United-States,>50K
+Ethyl Lindenblatt,5/25/1954,761-77-9142,16714,18,,437851,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Lorilee Elwin,5/6/2011,442-69-9638,55038,22,,131230,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Arman Cearley,8/14/1980,703-66-8392,54141,23,Private,495888,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+Carlo Blackaller,6/28/1982,393-48-9252,52565,69,Private,185691,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+Bobbee Gallifont,2/12/1993,424-05-3117,91990,56,Private,201822,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2002,40,United-States,<=50K
+Tallie Baxill,11/11/1998,193-39-1504,18390,53,Local-gov,549341,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,35,United-States,<=50K
+Liv Lanaway,3/20/1991,342-16-5574,74321,28,Private,247445,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ardyce Fasler,4/9/1967,783-60-4765,75624,28,Private,199566,Bachelors,13,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Marianna Verrall,8/4/1976,263-09-5494,41163,33,Self-emp-inc,139057,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,84,Taiwan,>50K
+Rebecka Cambell,5/7/1990,189-18-2394,73650,48,Private,185039,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Anabal Butland,10/6/1967,885-36-1596,60777,61,Private,166124,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Winna Gradly,10/20/1968,453-87-9111,51400,49,Private,82649,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,45,United-States,<=50K
+Yule Longmead,7/17/1972,211-67-2925,43860,48,Private,109275,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Sylvan Filisov,2/9/2004,436-42-3943,31377,32,Private,408328,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Reube Olland,7/21/2006,662-56-6546,44923,51,Private,186338,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Bryon Sheircliffe,7/31/1974,782-95-6646,85214,27,,130856,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pollyanna Walby,11/15/1973,437-99-9428,29199,19,Private,251579,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,14,United-States,<=50K
+Sheree Gowenlock,11/12/2007,728-41-8543,55666,47,Private,76612,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Bab Timmis,11/15/1993,490-24-2119,18538,25,Private,22546,Bachelors,13,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+Daven Lacroux,8/22/2003,250-61-2833,90726,72,Private,53684,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+Andria Galvan,1/18/2011,296-37-6689,49410,29,Private,183627,11th,7,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gwenore Slavin,2/17/2006,627-21-3791,56670,22,Private,73203,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Tallie Dollman,6/29/1988,729-67-0409,85755,57,Private,108426,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,48,England,<=50K
+Fleur Jacqueminot,3/31/2011,220-07-6631,66516,50,Private,116287,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,Columbia,<=50K
+Goldie Petracco,3/5/1993,706-73-3945,83200,45,Self-emp-inc,145697,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Claribel Halpeine,2/8/1980,336-94-4580,44237,52,Private,326156,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Waldon Garrad,10/9/1996,236-15-3483,20222,53,Private,201127,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+Carr Plessing,9/28/1964,142-60-1759,16722,36,Private,250791,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+Camel Witten,1/27/1986,100-89-3784,37420,46,Private,328216,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Rosabella Leasor,9/25/1991,527-18-6707,55821,20,Private,400443,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Garnet Rahill,6/13/1955,689-64-7418,8293,75,Private,95985,5th-6th,3,Widowed,Other-service,Unmarried,Black,Male,0,0,10,United-States,<=50K
+Stillmann Tomlinson,11/28/1972,885-04-6000,78628,32,Local-gov,127651,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Maura Punyer,9/27/1986,755-01-7368,20841,28,Private,250679,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Deanna Southerden,1/23/1958,258-32-9110,57914,53,Private,103950,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Grover Rackstraw,9/6/1976,194-99-0383,40440,17,Private,200199,11th,7,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Fredelia Spurriar,4/4/1990,831-65-7147,31171,46,State-gov,295791,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Juan Baraclough,6/7/2012,362-96-8272,21702,39,Private,191841,Assoc-acdm,12,Separated,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Averil Paske,8/23/2009,463-86-5451,24981,38,Private,82622,Some-college,10,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Gay Eul,10/12/1951,755-81-7097,64818,36,Private,160728,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,United-States,<=50K
+Larisa Eckersall,11/12/2005,390-10-1904,36566,63,Local-gov,109849,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,21,United-States,<=50K
+Even Jacomb,5/7/1989,570-12-5904,44538,28,Private,339897,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,Mexico,<=50K
+Gawen Whifen,6/20/1956,561-32-9282,32916,28,,37215,Bachelors,13,Never-married,,Own-child,White,Male,0,0,45,United-States,<=50K
+Clareta Hess,1/29/1988,841-41-6378,93072,49,Private,371299,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Hillier Escoffier,1/11/1977,874-80-2195,68002,43,Private,421837,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Min Jonson,10/2/2008,501-62-1499,5529,38,Private,29702,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Kimberley Scorey,11/20/1978,192-55-7181,73017,39,Private,117381,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,0,0,62,England,<=50K
+Carrol Fenlon,2/5/1990,891-17-8588,66567,42,,240027,HS-grad,9,Divorced,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Constantina Thwaites,10/13/1978,461-81-5935,34243,40,Private,338740,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Rozanne Vinck,10/4/1951,455-17-4776,44001,45,,28359,HS-grad,9,Separated,,Unmarried,White,Female,0,0,10,United-States,<=50K
+Aveline Morley,8/5/1963,355-61-4403,51909,29,,315026,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tybie Rameau,8/25/1961,413-62-2880,10145,24,Federal-gov,314525,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1741,45,United-States,<=50K
+Shirl Drakes,9/5/1978,448-18-2413,9232,30,Private,173005,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+Valaria Ferrarin,10/27/1967,191-66-0875,93364,44,Private,286750,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Niccolo Nairy,9/12/2002,262-97-2943,46012,40,Private,163985,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,24,United-States,<=50K
+Stanwood Goldsworthy,6/7/1980,266-90-5679,96953,30,Private,219318,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,35,Puerto-Rico,<=50K
+Honoria Holdall,12/5/2009,741-63-3325,46427,42,Private,44121,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+Barnaby Oland,2/7/2009,717-27-0910,56671,52,Self-emp-not-inc,103794,Assoc-voc,11,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Gavra Fordham,3/11/1963,558-26-0343,66503,42,Private,310632,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Brian Skipping,1/7/2004,282-16-8067,36757,39,Private,153976,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+Sylvester Conaghy,7/27/1975,819-05-0845,26497,43,Private,174575,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+Perle Uwins,10/17/1967,624-96-5076,68336,62,Self-emp-not-inc,82388,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,10566,0,40,United-States,<=50K
+Alistair Kitteman,6/13/1963,138-94-7444,54374,30,Private,207253,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,England,<=50K
+Elianore Borleace,5/10/1964,126-48-1016,23499,83,,251951,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Dolley Gretham,6/12/1955,339-55-4944,60957,39,Private,746786,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Nestor Heinlein,4/7/1986,603-54-8615,64802,41,Private,308296,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,20,United-States,<=50K
+Marcelo Iliffe,12/17/1980,359-56-8255,85307,49,Private,101825,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1977,40,United-States,>50K
+Saw Paradis,10/23/2009,543-93-5734,17698,25,Private,109009,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Daffi Plant,3/9/1965,546-59-3052,33833,48,Private,413363,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2002,40,United-States,<=50K
+Shurwood Iacomelli,4/7/1979,452-58-1497,64496,59,,117751,Assoc-acdm,12,Divorced,,Not-in-family,White,Male,0,0,8,United-States,<=50K
+Ofilia Hayter,12/26/1974,675-41-2297,84116,44,State-gov,296326,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Barret Hoggin,6/26/1996,612-73-5876,16592,36,Private,208358,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,4650,0,56,United-States,<=50K
+Jodee Huxtable,11/20/2001,651-98-6157,22563,40,Private,120277,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,Ireland,<=50K
+Kelcey Arnald,9/6/1971,449-63-5527,86672,21,Private,193219,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Female,0,0,35,Jamaica,<=50K
+Herrick Farries,3/17/1959,406-72-9191,85129,41,Private,86399,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Kacey Shoebottom,3/5/1965,138-39-3928,29328,24,Private,215251,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Novelia Freeborne,12/17/1994,452-89-4128,50248,67,Self-emp-not-inc,124470,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Drew Instock,12/1/1976,206-18-5786,64109,24,Private,228649,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,38,United-States,<=50K
+Florri Bernardet,11/14/1957,368-92-6979,1126,50,Self-emp-not-inc,386397,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Keenan Shephard,1/23/1973,143-24-5177,15996,48,Private,96798,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Niki Leafe,10/7/1990,613-64-3714,15134,55,,106707,Assoc-acdm,12,Married-civ-spouse,,Husband,Black,Male,0,0,20,United-States,>50K
+Oneida McCambrois,1/5/1986,416-96-9218,52586,29,Private,159768,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,3325,0,40,Ecuador,<=50K
+Zebedee Holburn,4/6/1993,805-22-2353,83729,50,Private,139464,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,36,Ireland,<=50K
+Bartram Udden,2/2/1964,883-62-8365,1531,64,State-gov,550848,10th,6,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Alfredo Jenks,3/18/1986,583-85-7781,61938,49,Private,68505,9th,5,Divorced,Other-service,Not-in-family,Black,Male,0,0,37,United-States,<=50K
+Nancey Howcroft,10/29/2002,788-01-1467,42359,20,Private,122215,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,52,United-States,<=50K
+Serge Kiffin,11/11/1983,538-65-4129,3644,30,Private,159442,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Say Cliffe,8/2/1983,645-35-0377,91035,37,Private,80638,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,China,<=50K
+Aubry Purcer,9/23/1986,541-35-3998,44083,52,Private,192390,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Belle Domeny,2/20/2005,120-86-8910,37597,22,Private,191324,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,25,United-States,<=50K
+Rayshell Yearsley,12/7/1998,559-97-6905,14908,77,,147284,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,14,United-States,<=50K
+Florrie Dwyer,7/3/2004,747-20-7350,54734,19,State-gov,73009,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,15,United-States,<=50K
+Sophie Laurenson,6/28/1964,555-62-2106,34567,52,Private,177858,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,55,United-States,>50K
+Dana Copley,2/14/1999,600-59-4811,22081,42,Private,163003,Bachelors,13,Married-spouse-absent,Tech-support,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Bernie Sibthorp,2/5/1962,669-42-7260,46130,35,Private,95551,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Norton Daveran,6/9/1969,628-79-7471,37313,27,Private,125298,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+Nanci Goodman,11/3/1968,787-18-8714,32786,54,State-gov,198186,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+Antonino Kays,1/8/1968,534-92-8256,99658,37,Private,295949,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1628,40,United-States,<=50K
+Kellia McCollum,3/24/1974,536-09-1834,45129,37,Private,182668,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+Lusa Purves,12/10/1984,342-87-2343,88424,28,Private,124905,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Geno Sollett,6/13/1999,717-12-8595,57209,63,Private,171635,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Norrie Ashtonhurst,11/17/1986,225-86-4663,89442,19,Private,376240,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,42,United-States,<=50K
+Callida Milan,1/16/1981,101-53-5796,44058,28,Private,157391,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Roanne Sweatland,12/15/1984,254-83-2555,38298,23,,114357,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hollis Jurgensen,12/13/1960,816-44-6184,48576,44,Private,178134,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Graeme Burdfield,4/2/1968,141-98-1135,71955,31,Private,207201,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Rocky Frangione,3/22/1976,632-41-6944,75217,35,Private,124483,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,,>50K
+Decca Hyland,4/30/2004,152-26-2166,146,64,Private,102103,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Goran Marchington,4/22/1958,636-81-7566,38335,40,Private,92036,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Consalve Nel,3/6/1974,293-20-8624,30026,59,Local-gov,236426,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Barbaraanne Vase,8/26/1989,887-44-9541,28858,22,Private,400966,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Goldi Yurivtsev,8/19/1973,386-23-3559,96481,40,Private,404573,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,44,United-States,<=50K
+Ganny Whitnall,4/18/1999,600-80-8916,92385,35,Private,227571,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Sheryl Bothbie,4/20/1953,311-57-1253,34659,20,Private,145917,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Ainslie Currm,9/24/1995,865-85-2173,89120,35,Local-gov,190226,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Leonardo Snookes,5/29/1981,788-34-5058,97910,28,Private,356555,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Lindsy Baggot,7/30/1969,712-77-2416,8349,28,Private,66473,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Grannie Dobrovsky,1/13/1981,381-32-4770,54348,37,,172256,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Kendell Nanuccioi,5/20/1953,774-94-0416,83327,72,,118902,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,2392,6,United-States,>50K
+Clarine Fogden,9/12/1988,529-50-9940,13205,25,Self-emp-inc,163039,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Sydelle Fontin,1/25/1976,528-35-4109,17318,37,Private,89559,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lezlie Skellen,12/27/1992,754-17-6827,32393,19,,35507,Some-college,10,Never-married,,Own-child,White,Female,0,0,45,United-States,<=50K
+Tommie Klemenz,10/31/1984,442-42-9569,74855,31,Private,163303,Assoc-voc,11,Divorced,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+Olly Darbey,4/20/1989,456-89-7614,51711,41,Private,192712,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Felicity Pasfield,3/29/1981,886-19-6462,95450,31,Private,381153,10th,6,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Milt Pretious,9/21/2004,721-41-3572,81448,44,Private,222434,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Trescha Rosenkranc,11/29/1994,650-78-4302,47513,20,Private,34706,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,47,United-States,<=50K
+Orelie Prinn,8/31/2006,700-58-7802,29521,57,Self-emp-not-inc,47857,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Philly Thurlby,1/15/1993,518-19-1149,26169,26,Private,195216,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Callie Segeswoeth,10/28/1997,379-63-1864,91612,44,Self-emp-inc,103643,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,5013,0,60,Greece,<=50K
+Natal Le Brum,12/26/1992,478-51-7305,88372,29,Local-gov,329426,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Arri Emlen,9/10/1966,750-81-3780,10916,36,Private,183612,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+Patrice Kiehne,4/14/1989,173-18-5948,97418,40,Private,184105,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Daron Wickersley,1/15/2003,626-41-9785,28925,21,Private,211385,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Black,Male,0,0,35,Jamaica,<=50K
+Karissa Baitey,2/5/1986,836-96-8082,14984,21,Private,61777,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Dominique Slimings,10/25/1973,319-83-4337,7092,34,Self-emp-not-inc,320194,Prof-school,15,Separated,Prof-specialty,Unmarried,White,Male,0,0,48,United-States,>50K
+Camey Lantiff,9/6/1972,617-68-9148,2843,24,Private,199444,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,15,United-States,<=50K
+Sherri Perry,6/28/1969,623-19-6368,94747,28,Private,312588,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Axel Crofthwaite,8/20/1955,497-72-4323,30766,35,Private,168675,HS-grad,9,Separated,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+Verena Quarterman,9/13/1995,520-17-5468,10055,35,Private,87556,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gwenora Collecott,2/18/1991,371-71-1874,78895,38,State-gov,220421,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gris O' Concannon,6/27/1974,627-86-9307,88066,44,Federal-gov,404599,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Willy Greson,3/6/1990,321-48-0262,76784,39,Private,99065,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,Poland,>50K
+Jonie Zanni,4/25/1989,651-78-4425,14892,57,Local-gov,109973,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Latia Lewin,10/23/1988,639-44-5853,38500,19,Private,246652,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Kipp Vanyashin,8/24/1970,236-38-4854,94076,29,Private,57423,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Hewett Aspray,8/30/1968,732-16-4496,19382,23,Private,291248,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Dix Hurdedge,7/3/1992,293-17-0121,75877,50,Private,163708,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Morgen Trowbridge,9/16/2008,322-21-9630,84111,51,Self-emp-not-inc,240358,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Farrah Toman,7/4/1974,561-35-3393,85683,28,Private,25955,Assoc-voc,11,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Katerine Stolli,9/19/1964,643-62-8208,11612,44,Private,101593,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Cammy Escot,5/31/1954,669-40-1120,28558,29,Self-emp-not-inc,227890,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Bonnibelle Metheringham,10/26/1961,118-10-6758,88174,31,Private,225053,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Vincent Sambath,2/7/1998,532-61-0466,14965,27,Private,228472,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Piotr Wingeatt,4/28/2007,287-24-6278,42622,34,Private,245378,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Crysta Ousley,8/21/1975,835-92-0975,34143,50,Self-emp-inc,156623,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,7688,0,50,Philippines,>50K
+Gery McDermid,7/13/2007,328-06-1590,86984,27,Private,35032,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Steffi More,1/12/2001,331-03-3128,43301,31,Private,258849,Assoc-voc,11,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Anett Atwill,8/30/2011,309-04-1787,36896,46,Private,190115,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Domenic Clevely,9/27/1985,606-25-8094,9114,39,Private,63910,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Costa Standbridge,7/11/1962,519-68-2186,96530,40,Private,510072,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Marney Hatwell,1/9/1960,184-93-6986,19923,28,Private,210867,11th,7,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Erminie Bowering,7/8/1999,841-18-2226,57260,18,Private,263024,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Bern Mixon,9/22/1961,195-41-4522,83835,51,Private,306785,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rourke Pablo,8/5/1985,798-24-5445,94330,58,Self-emp-inc,104333,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Jacquelynn Corke,11/23/1962,599-56-7333,252,66,Private,340734,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Michal Ference,5/11/1989,397-16-4287,65909,36,Self-emp-not-inc,288585,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+Tildi Le Prevost,8/11/1951,224-44-8616,30606,38,Private,241765,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Filmer Galey,10/13/1972,426-55-3806,70857,25,Private,111058,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Debi Collelton,10/28/1996,355-61-9320,89730,25,Private,104662,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,22,United-States,<=50K
+Victoria Lofts,12/14/1954,515-01-3402,3402,90,Private,313986,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Glori Ducarel,11/22/1981,241-26-9324,86733,41,Local-gov,52037,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Austin Norker,5/6/1998,254-14-6630,9969,34,,146589,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Julina Cyphus,3/31/1999,701-89-8527,60504,33,Private,131776,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,914,0,40,Germany,<=50K
+Arnuad Strettell,12/7/1957,463-46-5018,69138,33,Private,254221,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kenny Guinery,9/4/1996,654-45-6376,86861,35,Private,152909,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,45,United-States,>50K
+Rossie Battany,2/4/1955,849-37-7877,12056,39,Self-emp-not-inc,211785,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,0,20,United-States,<=50K
+Wenona Coker,12/31/1995,426-05-6693,34645,59,Private,160362,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Chancey Garnson,2/27/1987,178-38-8327,43446,19,Private,387215,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,1719,16,United-States,<=50K
+Demetre Cowthard,5/13/1977,644-67-1424,37574,39,Private,187046,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,38,United-States,<=50K
+Amandi McFaul,12/15/2007,133-31-2825,48468,19,,208874,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Heinrick Ganning,5/9/1982,223-49-2856,95616,27,Private,169631,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Roby Brettor,6/18/2008,497-76-9471,77457,52,Private,202956,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ardra Scane,10/14/1960,104-61-7378,72994,59,Self-emp-not-inc,80467,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+Zeke Bread,7/3/2006,626-86-2840,14770,28,Private,407672,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Vally Vassall,9/3/1960,764-87-5780,48076,37,Private,243425,HS-grad,9,Divorced,Other-service,Other-relative,White,Female,0,0,50,Peru,<=50K
+Lev Risbie,1/28/1997,808-73-7714,39892,50,,174964,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,99,United-States,<=50K
+Fiann Edlin,4/28/1954,610-35-8563,89099,36,Private,347491,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Milt Chatwin,7/29/1951,719-16-1246,1165,34,Private,146161,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Jessee Swallwell,1/20/1999,401-65-1158,28988,23,Private,449432,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Ernst Laird,9/19/1984,812-39-9383,55758,19,,175499,11th,7,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+Cassi Bing,2/7/1992,647-96-9452,85202,33,Private,288825,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,2258,84,United-States,<=50K
+Beatrix Sacker,10/11/1962,180-67-3189,63409,27,Local-gov,134813,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,52,United-States,<=50K
+Lorette Noon,7/7/1989,840-88-1480,20224,31,Local-gov,190401,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Danya Sitford,4/5/1998,682-07-9863,25492,21,Private,260617,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,36,United-States,<=50K
+Joy Forstall,8/19/2003,401-22-5911,22576,31,Private,45604,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,54,United-States,<=50K
+Gusta Boon,1/11/2000,381-54-2264,85918,59,Private,67841,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Nicky Meehan,5/14/1960,403-28-6787,58728,40,Local-gov,244522,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,48,United-States,>50K
+Quintin Deguara,12/28/1960,678-80-7587,37190,19,Private,430471,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Raymund Alty,1/17/1964,298-54-7570,82221,47,Private,194698,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Artus Royden,5/25/1981,358-04-4962,34547,34,Private,94235,Bachelors,13,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Andras Ewenson,7/2/1951,521-64-3830,719,57,Private,188330,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,78,United-States,<=50K
+Ermengarde Pettican,5/11/2002,468-32-5293,5116,51,Local-gov,146181,9th,5,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Viola Iles,12/27/1984,356-40-9448,37477,21,Private,177125,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Taryn Astridge,11/28/1965,547-83-7904,46701,30,Self-emp-inc,68330,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Charlton Coultar,11/14/1954,803-01-1456,22420,46,Private,95636,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Maegan Probate,9/1/1996,375-77-0844,76880,40,Private,238329,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Gunar Heartfield,10/12/1959,222-01-2149,89498,52,Private,416129,Preschool,1,Married-civ-spouse,Other-service,Not-in-family,White,Male,0,0,40,El-Salvador,<=50K
+Wolfgang Cockerell,10/18/1978,301-64-2387,31019,23,Private,285004,Bachelors,13,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+Katherina Archbald,12/17/1981,189-19-7851,46743,90,,256514,Bachelors,13,Widowed,,Other-relative,White,Female,991,0,10,United-States,<=50K
+Berkly Adair,4/17/1985,637-17-6760,65419,25,Private,186294,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Marcelo McNair,2/6/1958,186-69-2822,36600,43,Private,188786,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Mariam Carmel,8/4/1957,582-05-4650,83587,38,State-gov,31352,Some-college,10,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,>50K
+Hube Morant,10/10/1991,463-16-7223,88443,22,Private,197613,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Emelda Bodemeaid,3/5/1955,765-02-9086,69524,33,Local-gov,161942,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,1055,0,40,United-States,<=50K
+Tandie Scartifield,12/6/1952,895-45-9464,12411,34,Private,275438,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,40,United-States,>50K
+Reyna Purves,2/16/1973,820-39-9887,20471,65,Private,361721,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+Daryl McNee,3/14/1982,281-53-0434,30247,50,Private,144968,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,15,United-States,<=50K
+Maurizio O'Shee,4/13/1970,574-97-1017,78291,29,Private,190539,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,6849,0,48,United-States,<=50K
+Gerianne Khilkov,10/24/1960,387-81-7776,73457,25,Private,178037,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Valentino Quadri,3/7/1953,601-95-7973,4167,54,Private,306985,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bryanty Tremble,7/11/1953,498-20-2947,87344,49,Private,87928,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Anestassia Galgey,6/10/1988,392-71-0250,37761,44,Private,242619,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Theodora Brabyn,9/5/1979,862-68-7366,22512,24,Private,154165,9th,5,Divorced,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Enrica Simkins,8/14/1988,887-84-6791,31955,25,Private,511331,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Teresita Cessford,9/14/1962,649-82-6465,42421,65,Local-gov,221026,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+Alisa Crathern,9/30/1954,120-34-0107,72454,56,Self-emp-not-inc,222182,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,45,United-States,<=50K
+Baxie Edlyn,8/18/1999,618-55-7003,76388,39,Self-emp-not-inc,126569,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+Berrie Bellard,12/23/1992,294-22-4009,74048,23,Private,202344,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Saleem Muir,5/17/1982,264-68-4741,26770,20,Private,190423,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Enoch Gunn,12/30/2003,295-15-2853,18311,24,Private,238917,5th-6th,3,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,El-Salvador,<=50K
+Hanan Skotcher,1/28/1963,841-02-6689,67298,41,Private,221947,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,50,United-States,>50K
+Ambrosius Bindin,5/28/1962,815-80-9195,98258,40,Self-emp-inc,37997,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Reginald Greest,1/16/1995,487-69-6269,83349,55,Private,147098,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Twyla Philpot,3/29/2006,569-18-8478,81939,38,Private,278253,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,48,United-States,<=50K
+Willy Langthorne,8/6/1995,324-22-9888,50858,23,Private,195411,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Lothaire Meekin,6/29/1971,452-24-8180,82061,44,Private,76196,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Henriette Wapplington,4/5/1973,464-58-0834,60001,45,Private,120131,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,40,United-States,>50K
+Gladys Noe,9/28/1961,323-24-6347,11339,20,Self-emp-not-inc,186014,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,Germany,<=50K
+Neile Killigrew,1/17/2009,645-46-6530,60468,29,Private,205903,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Augie Ackwood,4/22/1963,884-42-8442,77293,43,State-gov,125405,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Rickert Henstridge,2/6/1984,813-33-4867,18938,30,Private,219838,12th,8,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dorian Pacey,2/8/1977,431-45-6536,39954,28,State-gov,19395,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Minnaminnie Voysey,3/10/2011,853-37-8431,66135,31,Private,223327,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Kane Nairn,1/24/1975,505-02-2621,47701,52,Private,114062,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Vivianne Postin,3/15/1986,416-16-9660,53013,36,Private,95654,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,Iran,>50K
+Jorge Ramalho,7/11/1993,764-52-8805,15531,38,Private,177305,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Nessy Sparrowe,11/13/1990,330-50-7255,83329,66,,299616,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Dorine Gallatly,8/16/2004,663-59-3602,80094,63,Self-emp-not-inc,117681,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Clay O'Donnell,10/27/1990,253-87-4617,18599,21,Private,237651,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Jana Castelain,2/7/1989,630-12-7074,41925,33,State-gov,150570,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Max Martill,12/7/1987,354-03-2005,99817,46,State-gov,106705,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,50,United-States,<=50K
+Gavin Wyburn,11/10/1986,468-60-4363,5147,20,,174714,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+Nolan Kinworthy,10/18/1991,806-60-9452,2565,47,Self-emp-inc,175958,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+Randie Summerside,1/21/2007,881-79-5566,22403,33,Private,144064,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Eddie Mabey,5/31/2005,303-35-8233,36161,66,,107112,7th-8th,4,Never-married,,Other-relative,Black,Male,0,0,30,United-States,<=50K
+Thornton Myerscough,4/17/1967,883-17-4951,65779,20,Private,54152,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,,<=50K
+Kynthia Yvon,7/12/1966,665-10-6381,17253,28,Private,152951,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Freddie Drewery,7/15/1953,888-37-8524,89558,46,Private,190487,HS-grad,9,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,28,Ecuador,<=50K
+Duke Southcoat,1/22/2000,679-46-4993,87127,25,Private,306666,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,45,United-States,<=50K
+Brad Karlik,6/11/2009,239-08-2186,67551,37,Private,195148,HS-grad,9,Married-civ-spouse,Craft-repair,Own-child,White,Male,3137,0,40,United-States,<=50K
+Westbrooke Gawthrope,6/14/1977,199-44-4449,7878,31,Self-emp-not-inc,226624,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Coraline Simcock,12/23/1996,887-13-9457,64882,49,Private,157569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Bibbie Eaton,4/28/1978,327-78-2720,38252,22,State-gov,22966,Some-college,10,Married-spouse-absent,Tech-support,Unmarried,White,Male,0,0,20,United-States,<=50K
+Annaliese Masden,11/26/1985,668-08-5342,26068,52,Private,379682,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,>50K
+Wynnie Runnacles,12/17/1971,537-93-8419,28659,29,Private,446559,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,<=50K
+Valli Artist,6/29/1987,267-28-2178,76487,18,Private,41794,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Sorcha Felkin,4/8/1957,189-26-9320,23036,31,Local-gov,90409,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+Jasen Pigdon,10/5/1993,290-51-4444,11324,23,Private,125491,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Vietnam,<=50K
+Mordecai Du Hamel,4/3/1984,883-48-0502,82586,27,,129661,Assoc-voc,11,Married-civ-spouse,,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,>50K
+Robbin Jeger,5/7/1976,178-63-8987,6476,54,Self-emp-not-inc,104748,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+Fae Duddle,10/8/1996,309-12-4685,74458,50,Local-gov,169182,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,49,Dominican-Republic,<=50K
+Olvan Sall,2/13/1966,591-89-7257,22157,46,Private,324655,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,1902,40,,>50K
+Xaviera Barajas,7/16/1999,780-99-3619,89535,24,Private,122272,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Female,0,0,40,United-States,<=50K
+Bil Aked,9/17/1952,108-69-2780,49884,17,,114798,11th,7,Never-married,,Own-child,White,Female,0,0,18,United-States,<=50K
+Berti Grigorini,11/19/1957,521-70-2003,5078,49,Self-emp-inc,289707,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Brewer Trillow,3/11/1971,794-68-7245,70524,54,Local-gov,137691,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Melina Mugleston,5/16/2007,803-97-4970,92056,41,Private,84610,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,60,United-States,>50K
+Louis Edwardes,3/9/1991,333-63-8134,64756,49,Private,166789,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Jaynell Overstreet,9/24/1950,829-43-8754,42147,36,Local-gov,348728,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Thom Farherty,2/7/1994,162-96-7616,12953,23,Private,348092,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,Haiti,<=50K
+Eberhard Roache,11/20/1980,244-09-0375,86840,63,Private,154526,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Darlleen Patriskson,1/30/1996,774-60-0461,67002,67,Private,288371,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Canada,>50K
+Chickie Condy,6/24/2002,553-26-3839,12883,23,Private,182342,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vladimir Andrick,3/9/2011,451-69-5967,61082,22,Private,244366,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Gale Oxtaby,4/7/2011,365-26-4243,90233,66,Private,102423,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,United-States,<=50K
+Francisca De Marchi,1/17/1999,611-04-7428,32685,25,Private,259688,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Nikolia Glayzer,2/16/1998,284-47-1993,76071,30,Private,98733,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,20,United-States,<=50K
+Levin Gillingwater,8/19/2001,752-18-7711,28266,35,Private,174856,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,2885,0,40,United-States,<=50K
+Tito Isenor,4/4/1954,329-27-5226,58179,67,Self-emp-not-inc,141797,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Doralin Hazart,9/24/1988,505-99-5993,55558,30,Private,327202,12th,8,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Whitman Crisell,6/26/1965,104-52-8054,77370,26,Private,76996,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+Sue Lorrain,7/20/2008,364-37-6301,49696,34,Private,260560,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Helsa Grocott,1/2/1975,602-57-3212,86680,21,Private,370990,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Philipa Roycroft,7/31/1957,629-96-6084,67167,18,Private,129010,12th,8,Never-married,Craft-repair,Own-child,White,Male,0,0,10,United-States,<=50K
+Jacinthe Sandry,9/15/1968,335-09-7077,79496,21,Private,452640,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Judd Worman,2/12/1980,469-67-8249,47252,76,Self-emp-inc,120796,9th,5,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Mead Bain,4/10/1976,536-23-8315,34172,51,Federal-gov,45334,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,0,0,70,,<=50K
+Norah Klimushev,5/6/1958,198-82-8558,59209,26,Private,229523,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,56,United-States,<=50K
+Tootsie Heisham,9/23/1957,230-97-0283,93548,18,Private,127388,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Wendy Smythin,5/15/1952,163-93-3744,38765,18,,395567,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Bernadina McDill,5/3/1959,575-26-2844,17350,34,Private,119422,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1672,50,United-States,<=50K
+Bethany Broadbury,5/6/1964,401-67-7100,65638,59,Private,193895,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Virge Kensitt,7/29/1985,756-70-3948,47537,55,Private,163083,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Male,14084,0,45,United-States,>50K
+Viv Ralfe,3/3/1973,729-76-9196,14472,33,Self-emp-not-inc,155343,Some-college,10,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,72,United-States,<=50K
+Ardath Strathdee,9/28/1964,537-15-3399,5391,25,Private,73895,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+Florance Kemshell,3/4/2008,644-38-9689,55145,48,Private,107682,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Moselle Timpany,8/4/1953,185-63-4719,66121,64,Private,321166,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,5,United-States,<=50K
+Kylila Mahedy,3/13/1960,350-05-5045,61187,47,Local-gov,154940,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,>50K
+Lorens Haken,3/14/1962,344-31-7193,70778,26,Private,103700,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Harcourt Cantero,10/11/1959,534-07-4671,408,36,Private,63509,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+Bryna Payfoot,5/16/2005,246-74-7166,2556,21,Private,243842,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Lyle Cushworth,10/6/1968,460-06-5476,45354,54,,187221,7th-8th,4,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Cairistiona Howerd,2/4/1953,548-55-8949,6649,30,Private,58597,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,44,United-States,<=50K
+Adelaide Lattimore,3/26/2005,459-40-4051,54557,41,Self-emp-not-inc,190290,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vilma Crockett,7/14/2007,137-80-5210,34887,53,,158352,Masters,14,Never-married,,Not-in-family,White,Female,8614,0,35,United-States,>50K
+Derry Checo,12/15/2003,690-56-1228,52141,34,Private,62165,Some-college,10,Never-married,Sales,Other-relative,Black,Male,0,0,30,United-States,<=50K
+Erastus Laidlaw,1/1/1988,286-24-7625,96676,20,,307149,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Emmye Moysey,4/15/1968,711-76-1514,90659,24,Private,280134,10th,6,Never-married,Sales,Not-in-family,White,Male,0,0,49,El-Salvador,<=50K
+Frans Liell,11/17/1982,270-67-1095,19352,26,Private,118736,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Mirabella Kelso,10/17/1980,758-64-5130,61441,25,Private,171114,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Doreen Klaus,2/16/1970,730-91-4436,39666,35,Private,169638,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,36,United-States,<=50K
+Rickey Sapp,7/28/1963,565-43-5712,68321,41,Private,125461,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+Sigismond Sykes,12/13/1970,114-78-7786,45420,33,Private,145434,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Annabel Jiruca,3/6/1979,826-90-3569,41359,18,Private,152182,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Carolan Kemmett,9/18/1965,394-08-4158,54498,27,Self-emp-inc,233724,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Carri Hunston,4/1/1957,790-46-8675,12916,32,Private,153963,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Benjy Southward,12/4/2009,634-57-8350,36666,51,Local-gov,88120,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Rufus Barsam,11/28/1971,138-51-5750,56615,38,Private,96330,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Pandora Pichmann,6/1/1975,735-36-3030,18030,41,Local-gov,66118,Some-college,10,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,25,United-States,<=50K
+Wilton Lintin,2/14/1981,262-32-8249,19155,26,Private,182178,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2829,0,40,United-States,<=50K
+Falito Rayer,7/11/2002,878-38-1043,73218,38,Self-emp-not-inc,53628,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Male,0,0,35,United-States,<=50K
+Lorenzo Emmines,5/2/1972,213-52-0562,11359,54,Private,174865,9th,5,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Ritchie Di Bartolommeo,5/4/1957,728-16-2611,38575,30,Private,66194,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,Outlying-US(Guam-USVI-etc),<=50K
+Hildy Gilbee,9/3/1979,204-42-1832,22972,31,Private,73796,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+Shell Hollyar,1/31/1988,420-03-7055,26250,26,State-gov,28366,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Yancey Burtwistle,8/22/1987,738-43-2574,85694,75,Self-emp-not-inc,231741,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,4931,0,3,United-States,<=50K
+Saleem Albrooke,9/12/1997,643-96-7556,75794,29,Private,237865,Masters,14,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+Cecilio Clubley,6/30/1990,735-25-4416,79342,61,Private,195453,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Garry McWhan,3/30/2005,710-94-2731,70517,24,Private,116934,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,45,United-States,<=50K
+Brooke Frontczak,4/14/1954,335-04-1971,99429,22,,87867,12th,8,Never-married,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Thaddeus Eaklee,2/14/2002,480-47-2750,41999,34,Private,456399,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Mandie Faccini,12/27/1962,292-33-4882,15540,42,Private,263608,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Kingsly Drayton,10/3/1968,473-01-8918,13412,24,Private,263498,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wilden Prantoni,2/10/1988,399-73-8686,64186,42,Self-emp-not-inc,183765,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,<=50K
+Avrit Dacre,3/8/1965,274-36-4683,35559,27,Federal-gov,469705,HS-grad,9,Never-married,Craft-repair,Not-in-family,Black,Male,0,1980,40,United-States,<=50K
+Aland Brandacci,7/26/2010,518-59-1561,81,39,Local-gov,113253,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Mordy Fippe,10/6/1977,401-58-1224,90543,20,Private,138768,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Ira Auten,1/19/2002,796-82-6912,41877,51,Private,302146,11th,7,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Royce Conklin,1/6/1957,592-57-3022,12767,68,Private,253866,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Alec Lawranson,7/4/1980,729-03-0053,25011,28,Federal-gov,214858,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+Ursala Matten,4/18/1961,131-39-2317,82558,43,Private,243476,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tammie Melan,7/13/1985,670-42-6681,81908,35,Private,169104,Some-college,10,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kienan Scarffe,11/11/1968,622-06-4699,65431,44,Private,103218,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Doti Pandya,10/14/1991,691-33-9130,81978,41,Private,57233,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Chantal Grimster,8/15/1965,244-16-3137,68517,44,Private,228320,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Berta Casellas,6/13/1988,676-61-9444,64075,20,Private,217421,HS-grad,9,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Gavin Thuillier,7/29/1980,398-54-1084,28043,46,Private,185041,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,>50K
+Wyndham Van Saltsberg,8/18/1974,773-92-8231,48949,27,Self-emp-not-inc,37302,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,7688,0,70,United-States,>50K
+Marina Farrall,6/17/1976,568-69-2721,6126,32,Private,261059,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Barb Firth,4/25/1975,794-43-5886,67301,46,Private,59767,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Konstanze Elcott,7/31/1988,296-88-7349,31704,26,Private,333541,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+Walliw Avramchik,7/4/1954,865-73-6454,88116,20,Private,133352,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Annamaria Harness,7/19/1991,770-04-1588,45581,36,Private,99270,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+Agretha Duckels,8/3/1973,426-07-8649,28441,49,Private,204629,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Logan Cordova,2/28/1962,179-46-6242,87774,32,Private,34104,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,55,United-States,>50K
+Elvera Saffer,6/18/1984,641-66-4252,97258,32,Private,312667,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Herta Corderoy,9/15/1988,652-42-4689,86070,49,Private,329603,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,40,United-States,>50K
+Melonie Nockolds,12/3/1998,554-80-6673,37799,36,Private,281021,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Jerad Boxill,3/29/1961,380-61-5663,51989,22,Private,275385,Some-college,10,Never-married,Other-service,Other-relative,White,Male,0,0,25,United-States,<=50K
+Gaby Durston,6/7/1982,669-68-3316,31965,52,Federal-gov,129177,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cyrillus Tanman,3/31/1995,261-77-3396,6716,42,Private,385591,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Gusella Jirousek,11/8/1972,852-99-1438,50655,22,,201179,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Sunny Goolden,1/17/1961,585-98-4766,99525,72,Private,38360,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,16,United-States,<=50K
+Kary Roakes,12/12/1998,853-27-8915,33298,30,Local-gov,73796,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ahmed Dyzart,9/17/1955,486-90-3619,52443,44,Private,67671,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Gran Cassimer,11/27/1953,742-78-0037,91754,23,Private,257621,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Don Colson,8/23/1973,210-35-4602,47944,22,Private,180052,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Isidor Leggott,10/15/1960,437-76-6854,2181,59,Private,656036,Bachelors,13,Separated,Adm-clerical,Unmarried,White,Male,0,0,60,United-States,<=50K
+Ronni Franzoli,1/4/1951,688-60-9798,90122,46,Private,215943,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Clareta Peart,11/19/2007,471-82-1188,9782,30,Private,488720,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Branden Lawles,12/15/1968,635-30-1446,17311,64,Federal-gov,199298,7th-8th,4,Widowed,Other-service,Unmarried,White,Female,0,0,30,Puerto-Rico,<=50K
+Kanya Penella,5/21/1955,688-95-9937,15584,31,Private,305692,Some-college,10,Married-civ-spouse,Sales,Wife,Black,Female,0,0,40,United-States,<=50K
+Frankie Forcer,11/7/1963,899-57-6912,65886,64,Private,114994,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+Graham Raulston,1/20/2006,511-09-5764,31925,45,Private,88265,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Marybelle Fridaye,6/20/1962,884-62-4906,4166,59,Private,168569,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,1887,40,United-States,>50K
+Querida Bennedick,8/2/2006,623-68-7102,14563,32,Private,175413,HS-grad,9,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+Annette Ewins,8/12/1984,772-95-9566,53249,43,Private,161226,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Gianina Hamel,5/13/1968,846-30-4042,5944,66,,160995,10th,6,Divorced,,Not-in-family,White,Female,1086,0,20,United-States,<=50K
+Siward Harmson,2/19/1952,791-06-5839,83536,23,Private,208598,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Brittany Pavolini,5/23/2000,492-55-0574,82719,49,Self-emp-not-inc,200471,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Whitney Manderson,12/24/1954,875-10-1177,9786,32,Private,256609,12th,8,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Tadd Lesser,4/3/1961,223-03-0405,74143,49,Private,176684,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Marquita Canner,10/2/1980,821-37-8063,93320,33,Private,206512,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Megen Aldwich,10/13/1999,866-24-5427,34404,28,Private,212640,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,85,United-States,<=50K
+Hannie Dinsdale,5/11/1989,896-09-2867,16186,47,Private,148724,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,<=50K
+Charmian Harborow,4/4/1967,210-98-8974,55408,41,Private,266510,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Klement O'Rourke,1/4/2000,687-46-4611,33133,34,Local-gov,240252,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Gillan Venmore,7/15/2008,215-66-4846,9020,25,Private,358975,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Hinda Ackenhead,6/27/2002,365-50-0148,12043,20,,124242,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Klemens Wands,4/16/1992,424-24-5592,58540,21,Private,434710,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Pris Demcak,5/5/1989,253-25-2953,882,25,Private,204338,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,30,,<=50K
+Daniela Ivens,11/2/1964,135-73-6949,50464,46,Private,241844,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Jodi Caudle,7/31/1960,603-50-6807,36272,37,Private,191342,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,<=50K
+Juanita MacKnockiter,7/21/1961,814-43-7078,41905,41,Private,221947,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,>50K
+Gordan Blaney,7/23/2006,794-77-2171,34369,44,Private,111483,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,1504,50,United-States,<=50K
+Koo Paramore,11/18/1994,284-10-4248,90355,30,Private,65278,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Giavani Barbery,12/11/2007,719-79-2719,82422,54,Private,133403,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Antonia Rayburn,10/18/2007,199-61-7590,63628,35,Self-emp-not-inc,166416,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,99,United-States,<=50K
+Colet Oehme,4/11/1974,706-15-7267,45643,58,,142158,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Sharron Treske,3/1/1972,846-52-7848,29653,21,Private,221480,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,25,Ecuador,<=50K
+Aura Scollick,3/24/1992,112-88-8124,96162,35,Self-emp-not-inc,189878,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Ermanno Bunney,8/13/1962,597-57-7496,90994,35,Private,278403,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,>50K
+Agnella Hazlewood,9/3/1955,641-80-9558,7867,19,Private,184710,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Mateo Bentick,3/7/2010,899-26-1232,93174,48,Private,177775,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mirna Brettell,7/19/2004,178-98-3008,71806,56,,275943,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,Nicaragua,<=50K
+Hal McArthur,8/21/1958,651-20-9162,23841,65,Self-emp-not-inc,225473,Some-college,10,Widowed,Craft-repair,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Elizabet Dibley,8/19/1966,148-54-9205,10725,40,Private,289403,Bachelors,13,Separated,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+Sawyere Still,3/3/1997,517-74-6745,3425,26,Private,269060,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lucy Walkey,10/16/1988,392-22-1705,19828,45,Private,449354,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Sandy Luetkemeyer,11/10/1962,207-37-3714,25727,26,Private,214413,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Gloria Germon,11/20/1953,665-71-0777,70529,32,Private,80058,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Lily Hills,6/15/1987,511-77-6086,2803,35,Private,202027,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,27828,0,50,United-States,>50K
+Wini Perotti,5/26/1975,777-86-4539,49190,22,Self-emp-not-inc,123440,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Corie Craufurd,4/19/1974,221-37-6010,47190,37,Private,191524,Assoc-voc,11,Separated,Prof-specialty,Own-child,White,Female,0,0,38,United-States,<=50K
+Ulrika Helliar,6/22/1984,844-61-5261,16681,25,Private,308144,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Christal Speeding,7/4/2001,480-37-2255,47022,64,Private,164204,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,53,,<=50K
+Mella Frankham,12/11/1975,821-32-6990,98492,46,Private,205100,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+Nat Poletto,2/2/1995,241-49-2202,68648,30,Private,195750,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,27,United-States,<=50K
+Melitta Pallant,10/3/2010,125-60-8983,21488,63,Private,149756,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Gwen Nealand,5/25/1972,677-49-4561,97410,51,Local-gov,240358,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Celestia Brinsden,4/24/1988,117-04-5876,78758,68,Self-emp-not-inc,241174,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+Iorgo McLernon,3/26/1978,321-83-7272,68996,36,Private,356838,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Canada,<=50K
+Alden O'Mannion,2/24/1973,473-45-2849,76513,28,Self-emp-inc,115705,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Hershel Breinlein,4/1/2007,470-38-5863,91238,41,Local-gov,137142,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Billi Kain,5/19/2003,739-84-3890,81968,47,Private,296066,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Kerri Hegerty,9/29/1984,650-40-7316,51477,22,Private,401335,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Chickie Munford,2/4/1975,645-64-7587,6714,33,,182771,Bachelors,13,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,80,Philippines,<=50K
+Shannen Sowte,10/21/1991,863-18-1480,58258,34,Self-emp-inc,186824,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+Amabelle Strettle,1/22/1951,561-66-0633,21378,46,Federal-gov,162187,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Clay Kolak,7/15/1981,723-42-6125,75317,28,Private,98010,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Meg Kremer,7/8/2004,681-08-3988,10179,36,Private,172538,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,52,United-States,>50K
+Roxi Larmett,5/11/2010,285-38-2406,97868,18,Private,80163,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Garey Rodenborch,5/20/1975,850-04-7121,36380,33,Local-gov,43959,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+Benyamin Dibdin,5/4/2005,413-40-4241,11819,51,Private,162632,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,60,United-States,>50K
+Janaya Jirek,10/18/1954,610-62-6348,94947,56,Self-emp-not-inc,115422,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,<=50K
+Ysabel Bowes,2/9/2003,747-41-6874,70479,54,Private,100933,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Josiah Opfer,9/10/1968,571-40-9515,3843,29,Private,270379,HS-grad,9,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ronny Bunney,5/3/1977,459-83-3015,67137,40,Private,20109,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Female,0,0,84,United-States,<=50K
+Simone Hedditeh,11/20/1984,692-51-9004,5912,53,Private,114758,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,65,United-States,>50K
+Gearalt Kobieriecki,6/10/1992,823-74-8185,70087,22,Private,100345,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Leia Preston,10/21/1991,838-26-8924,53246,33,Private,184901,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Celisse Ashingden,3/9/1992,765-93-1006,88940,28,Private,87239,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Thia Pedgrift,6/29/2009,424-08-3030,88578,63,Private,127363,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,12,United-States,<=50K
+Salomone Dismore,8/7/1996,365-74-7725,74398,53,Federal-gov,199720,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,Germany,>50K
+Randi Colnet,9/16/1969,138-34-9702,5141,37,Private,143058,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Kippie MacPherson,10/17/1996,441-77-0745,22473,50,Federal-gov,36489,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Male,0,0,40,United-States,<=50K
+Muffin Mibourne,5/14/2009,497-62-6412,4095,22,Private,141698,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Olvan Millican,3/10/1956,425-35-0914,68278,40,Federal-gov,26358,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Barbee Caw,6/13/1997,770-92-7004,69383,22,Private,195532,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,8614,0,40,United-States,>50K
+Jerry Taffie,7/26/1954,370-13-8572,35578,21,Private,30039,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Tamas Farge,4/14/1954,117-31-7319,65439,25,Private,125159,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Jamaica,<=50K
+Elicia Mocher,3/11/1988,219-41-8938,88125,20,Private,246250,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Eolande Myhan,11/26/1999,801-22-9362,66531,43,Federal-gov,77370,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Maurizia Gaddes,9/22/2005,197-17-8164,26874,29,Private,355569,Assoc-voc,11,Never-married,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+Windy Spelling,7/4/1956,642-05-0039,99058,32,Private,180603,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Lionello Spoor,11/10/1974,512-50-5441,72074,42,Private,201785,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Selinda Heatlie,3/28/1963,306-29-0699,86639,33,Private,256211,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Itch Sweetman,3/20/2004,733-07-3070,16002,27,Private,146764,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Guglielma Doiley,10/16/1968,346-40-7872,66764,22,,211968,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,Iran,<=50K
+Westley Ferran,5/21/1994,741-56-2568,2621,29,Private,200515,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,38,United-States,<=50K
+Wilhelmine Grzelak,8/20/1972,157-63-1680,91911,29,Private,52636,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Lacee Thelwll,5/29/1974,357-85-2224,87043,20,Private,27049,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+Andrei Balmadier,10/1/1971,409-72-8212,24604,35,Private,111128,10th,6,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+De Murrthum,8/4/1982,511-19-3586,40549,31,Self-emp-not-inc,348038,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,50,Puerto-Rico,>50K
+Herschel De Malchar,12/12/1956,776-44-5782,95162,33,Private,93930,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Madeline Fowkes,6/27/1974,841-38-8149,91355,67,Private,397831,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1539,40,United-States,<=50K
+Odelinda Kybird,1/13/2012,388-55-7466,85057,46,Private,33794,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,United-States,<=50K
+Horton Paye,7/20/1999,754-57-9882,15099,45,Private,178215,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,>50K
+Prudence Guilford,9/13/1959,319-59-9847,69023,17,Local-gov,191910,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Yves Pally,2/22/1990,661-38-9007,3654,35,Private,340110,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,70,United-States,>50K
+Brandi Lammas,10/28/1988,855-53-9046,85849,48,Self-emp-not-inc,133694,Bachelors,13,Married-spouse-absent,Exec-managerial,Not-in-family,Black,Male,0,0,40,Jamaica,>50K
+Catriona Darlington,7/25/1968,454-47-1893,60889,49,Private,148398,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Noelyn Jope,1/21/1983,509-79-2453,2151,20,Private,133515,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Sherlock Sherwin,10/23/1983,567-05-3041,32338,27,Private,181667,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,5013,0,46,Canada,<=50K
+Flossy Matuskiewicz,10/5/1998,601-99-4947,826,64,Private,159715,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Clarice Janota,11/3/2003,707-74-7059,23566,53,Federal-gov,174040,Some-college,10,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Laureen Zellner,10/2/1950,670-97-4611,79000,52,Private,117700,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Yoshiko Lerer,7/14/1986,497-06-3428,42254,29,Private,37215,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Vonny Pymer,9/6/1963,247-22-4894,82428,32,Self-emp-inc,46807,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+Star Darkins,4/21/1967,154-25-8413,7993,48,Self-emp-not-inc,317360,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+Faun Matson,6/6/1991,655-70-0228,85876,30,Private,425627,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Dotty Degoy,5/22/2010,404-19-2557,374,34,Private,82623,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+Ari Premble,1/31/1990,652-34-4590,66514,19,,63574,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+Yankee Hindmoor,3/21/1971,300-80-9908,85132,39,Private,140854,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Sallee Kneafsey,4/4/2008,400-40-3409,29524,28,Private,185061,11th,7,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+Jillene Alcott,2/21/1956,450-09-5719,44750,17,Private,160118,12th,8,Never-married,Sales,Not-in-family,White,Female,0,0,10,,<=50K
+Lambert Yatman,9/19/1959,505-78-9576,60572,54,Private,282680,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Florina Finlater,2/25/1970,720-63-3041,9253,24,Private,137591,Some-college,10,Never-married,Sales,Own-child,White,Male,0,1762,40,United-States,<=50K
+Brittany Woolaston,2/21/1955,449-36-5667,55799,25,Private,198163,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Carly Buckwell,6/29/1975,270-49-5653,4346,25,Private,132749,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,12,United-States,<=50K
+Agneta Wisson,5/16/1965,545-93-3987,62455,48,Local-gov,31264,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,5178,0,40,United-States,>50K
+Lilllie Schlag,5/10/1987,315-71-1023,15184,24,Private,399449,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Nicola Birts,7/12/1966,414-63-2911,87334,31,Private,27494,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,Taiwan,<=50K
+Nero Livings,7/16/1961,430-31-4278,48010,47,Private,368561,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Petra Libermore,5/14/2003,465-34-8351,59397,45,Private,102096,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+Anabella Lackemann,5/4/2002,777-84-6313,91267,19,Private,406078,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Matilda Schwerin,9/29/2007,297-80-4418,46200,52,Self-emp-inc,100506,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Barbey Jantet,12/5/1958,817-08-6120,91730,52,Private,29658,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Crosby Leppingwell,10/25/2008,697-19-7187,29876,19,,20469,HS-grad,9,Never-married,,Other-relative,Asian-Pac-Islander,Female,0,0,12,South,<=50K
+Aurlie Studde,6/25/1972,562-52-9612,46863,60,Private,181953,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,28,United-States,<=50K
+Ilario Hemerijk,5/23/1975,831-67-2919,66653,43,Private,304175,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Kaycee Eslemont,8/18/1953,431-41-0867,75244,24,Private,170070,Assoc-acdm,12,Divorced,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Peta Ortsmann,12/25/1975,422-33-1355,80716,20,,193416,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Inness Riepel,2/19/1992,618-24-8045,75223,51,Private,194908,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Denise Stegel,11/24/1991,827-67-0010,23037,38,Self-emp-not-inc,357962,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Brena Arnell,1/30/1993,842-61-3987,70441,21,Private,214716,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Jeremiah Gert,2/8/1988,333-03-4274,70607,40,Self-emp-inc,207578,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+Kylie Warfield,11/23/1988,273-30-2169,67913,54,Private,146409,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kettie Roadknight,3/26/1998,196-42-5919,26832,35,Private,341643,Bachelors,13,Never-married,Other-service,Other-relative,White,Male,0,0,50,United-States,<=50K
+Melba Verson,12/6/1961,192-84-1703,87768,52,Private,131631,11th,7,Separated,Machine-op-inspct,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Etienne Coneau,5/16/2008,624-78-1546,36906,53,Private,88842,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,40,United-States,>50K
+Thomasa Paish,2/14/2005,365-12-4265,44432,56,,128900,Some-college,10,Widowed,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Hedi Henriquet,10/16/1991,867-80-5238,181,35,Private,417136,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Monika Bradd,9/1/1970,408-25-1080,81069,43,Self-emp-not-inc,336763,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,880,42,United-States,<=50K
+Gustav Van den Velde,8/11/1984,350-90-2110,15520,29,Private,209301,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Canada,<=50K
+Rodi Pearne,12/26/1975,514-21-6901,86184,29,Private,120986,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,65,United-States,<=50K
+Rube Gounot,10/2/1960,334-59-2574,15853,27,Private,51025,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Weylin Northgraves,9/10/1975,479-34-9005,5484,58,Private,218281,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+Sonny Guttridge,5/23/1959,456-76-2328,49633,64,Private,114994,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,18,United-States,<=50K
+Evelina Glyn,7/29/2000,466-59-0389,92519,53,Private,335481,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,32,United-States,<=50K
+Raynell Wilson,12/24/2004,439-17-1687,85486,21,Private,174503,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Bendicty Proudlove,2/25/1958,526-74-7435,46036,40,Self-emp-not-inc,230478,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Davide Dillingstone,7/7/1971,252-24-6600,12643,52,State-gov,149650,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Iran,>50K
+Jessika Laying,12/19/1969,537-16-2984,77063,38,Private,149419,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Henrieta Schurig,10/24/2005,494-52-8278,26203,40,,341539,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Cherri Walshaw,3/9/1973,459-85-8007,677,39,Private,185099,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Marian Landa,2/4/2005,526-68-5044,78714,56,,132930,Masters,14,Never-married,,Not-in-family,White,Female,0,0,50,United-States,>50K
+Dorena Hitter,3/1/1984,608-33-7411,37055,68,Private,128472,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Cherlyn MacDunleavy,9/25/1974,538-88-4818,46622,24,Private,124971,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Fionnula Rogan,11/13/1965,876-37-5366,30113,40,Self-emp-inc,344060,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Kenny Roseburgh,12/12/1967,169-42-2842,81484,43,Self-emp-inc,286750,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,99,United-States,>50K
+Loraine Payfoot,12/2/1981,812-94-2047,94723,38,Private,296999,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+Gardener Stopp,8/25/1959,273-27-4223,85013,45,Private,123681,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Mathian Tourville,4/4/1951,764-42-2298,78445,18,Private,232024,11th,7,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,55,United-States,<=50K
+Aidan Skitch,7/5/1976,421-58-6074,86877,57,Local-gov,52267,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Bogey Leindecker,4/21/1990,134-81-1418,41172,49,Private,119182,HS-grad,9,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Delphine Charlo,8/30/1979,698-66-5132,91168,25,Private,191230,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Yugoslavia,<=50K
+Janos Postill,11/27/1978,822-63-8791,36736,52,Federal-gov,23780,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Zora Romanetti,10/13/1976,106-46-6061,4325,56,Private,184553,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Kerry Paeckmeyer,7/24/1983,259-71-1896,39391,26,Self-emp-inc,242651,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Jane Critzen,1/30/1992,489-56-4889,58923,19,Private,246226,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Myrna Le Breton,1/9/1983,152-82-9400,9372,25,Self-emp-inc,86745,Bachelors,13,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Stillmann Waskett,4/19/1957,243-65-6143,42987,25,Private,106889,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+Greggory Heaven,6/29/1977,519-72-8889,70156,21,Private,460835,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,45,United-States,<=50K
+Mara Hintze,2/2/2006,457-86-1986,25473,48,Self-emp-not-inc,213140,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,<=50K
+Zulema Northill,9/18/1958,339-80-6232,40832,33,State-gov,37070,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,Canada,<=50K
+Aeriel Bussell,11/1/1952,190-32-5781,40535,31,State-gov,93589,HS-grad,9,Divorced,Protective-serv,Own-child,Other,Male,0,0,40,United-States,<=50K
+Jessi Adamek,10/1/1968,353-38-3225,40743,26,Self-emp-not-inc,213258,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,65,United-States,<=50K
+Melvyn Cutford,1/6/1988,137-95-3761,38461,37,State-gov,46814,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Jilleen Stride,4/27/1972,492-22-8333,88000,29,,168873,Some-college,10,Divorced,,Unmarried,White,Female,0,0,30,United-States,<=50K
+Helli Rayne,6/10/2000,502-30-6613,73813,20,Private,284737,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Ginevra Bellini,3/6/1961,381-09-9668,98775,28,Private,309620,Some-college,10,Married-civ-spouse,Sales,Husband,Other,Male,0,0,60,,<=50K
+Merilyn Longstaffe,1/25/2005,838-57-2334,12497,49,Private,197418,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+Raphaela Back,4/28/1996,417-53-7075,99767,73,,132737,10th,6,Never-married,,Not-in-family,White,Male,0,0,4,United-States,<=50K
+Caldwell Beenham,12/9/1953,235-80-1885,98866,49,Private,185041,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+Caril Pastor,6/10/1982,212-47-4391,11660,51,Private,159604,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Mathilde Iacapucci,1/15/1961,451-60-8107,73496,40,Private,123557,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Hallie Shackleton,3/1/1977,298-68-8311,79326,24,Private,275421,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Ginnifer Southgate,8/21/2012,555-59-3210,67743,18,Private,167147,12th,8,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+Christiane Vogelein,2/8/1981,256-62-7448,29872,41,Private,197583,10th,6,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+Corbett Ribey,10/12/1983,661-69-6705,88410,46,Private,175109,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1485,40,United-States,>50K
+Joel Pimerick,5/2/1976,293-69-5932,9310,46,Private,117502,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Garvin Reay,12/29/1963,444-45-9059,24290,64,Private,180401,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Ciro Studde,11/25/2005,168-39-8024,96485,50,Self-emp-not-inc,146603,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Nial Figures,7/28/2004,424-35-4221,83267,53,State-gov,143822,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+Emmey Riddler,10/10/1955,348-21-6891,61718,21,Private,51985,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Simmonds Dubois,7/22/1966,228-22-6438,70905,22,State-gov,48121,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,United-States,<=50K
+Adrien Falvey,12/1/2008,612-20-9429,43786,37,Private,234807,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,7430,0,45,United-States,>50K
+Maxie Sprigings,10/8/1966,429-61-5065,76926,39,Federal-gov,65324,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,55,United-States,>50K
+Donielle Beveredge,2/26/1961,749-35-0557,72916,30,Private,302149,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+Rab De Cristoforo,5/9/2002,582-57-4724,30817,25,Private,168403,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,1741,40,United-States,<=50K
+Harli Simioli,11/2/1969,804-91-3197,95561,26,Private,159897,Some-college,10,Never-married,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Rubia Watton,4/15/1968,446-98-6931,64421,43,Private,416338,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Lenka Asquez,4/15/1978,569-41-3454,73601,59,Private,370615,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,60,United-States,<=50K
+Dick Conrad,1/28/1973,158-44-4767,92447,27,Private,219371,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,Jamaica,<=50K
+Bil Blay,12/26/1952,198-79-7048,96425,55,Private,120970,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Mitch Bastone,2/18/1996,210-35-3305,77349,20,Private,22966,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,12,Canada,<=50K
+Janella Pengilly,11/24/1997,257-18-3641,2479,25,Private,34541,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,36,Canada,<=50K
+Andreana Imrie,11/16/1972,204-76-2085,1598,28,Private,191027,Assoc-acdm,12,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rutledge Wordsworth,6/1/1978,429-43-0078,29307,29,Private,107458,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Raul Tregiddo,8/13/1957,443-01-6365,1693,60,Private,121832,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Cherye Flood,2/21/2006,349-74-5578,13118,37,Local-gov,233825,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+Lothario Mycroft,5/27/1987,476-84-2801,45930,25,Private,73839,11th,7,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Warner Farncombe,1/23/1983,372-35-5522,54055,27,Private,109165,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Farra Rustich,1/20/1991,419-64-9231,59495,50,State-gov,103063,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Frans Isbell,8/1/1959,287-48-4227,84864,41,Self-emp-not-inc,29762,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,5013,0,70,United-States,<=50K
+Carline Sugars,1/7/2002,625-13-2799,70780,46,Private,111979,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+Stephani Rigard,4/4/1979,465-88-0339,80259,35,Private,150125,Assoc-voc,11,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Gretta Duplock,2/18/1996,647-77-5933,7608,21,,301853,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Gayle Domke,9/14/1984,154-21-2534,11353,35,,296738,11th,7,Separated,,Not-in-family,White,Female,6849,0,60,United-States,<=50K
+Grady Wabe,11/20/1954,471-87-9923,71052,40,Private,118001,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Clayborn Bamsey,2/15/2001,490-67-9002,57660,49,Private,149337,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Maure Francke,6/7/1969,179-93-1382,76324,29,Private,36601,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Brandea Castro,3/11/2012,801-32-9550,45947,43,Local-gov,118600,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,625,40,United-States,<=50K
+Gareth Ord,7/16/2008,524-40-3121,44865,39,Private,279272,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+Nicky Retchford,5/4/1983,827-14-9745,10082,35,Private,181020,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,60,United-States,<=50K
+Heath Lantoph,10/5/1986,844-44-2343,19880,52,Private,165998,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Lindsy Baly,11/13/1974,686-83-8506,32477,25,Private,218136,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+Brok Cockayme,8/18/1987,226-35-1355,28475,20,Self-emp-inc,182200,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,30,United-States,<=50K
+Giffard Blinde,5/28/1986,512-35-3257,53234,46,Private,39363,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,10,,<=50K
+Zitella Sloegrave,10/31/1985,748-84-3417,78602,24,Private,140001,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Babbette Pybus,11/23/1956,594-11-4784,32252,29,Private,193260,Bachelors,13,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,30,India,<=50K
+Dode Malcolmson,2/27/1958,317-29-9325,91909,21,Private,191243,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Christoffer Hawford,10/19/1965,858-47-6341,38008,37,Federal-gov,207887,Bachelors,13,Divorced,Exec-managerial,Other-relative,White,Female,0,0,50,United-States,<=50K
+Nick Slowgrave,4/27/1958,381-29-2957,93930,43,Federal-gov,211450,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Dermot Shuttleworth,12/26/1986,762-46-7982,74805,19,Private,184759,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,26,United-States,<=50K
+Everett Cruden,1/14/2008,355-55-4012,59924,47,Private,197836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Kaiser Yanne,5/17/1976,335-33-5324,94302,61,Private,232308,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+Edgard Duffus,7/20/2010,453-21-5414,25737,21,,189888,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Raymund Ainsley,4/6/1991,357-98-0281,66062,35,Private,301614,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+Larissa Kitcatt,3/11/1967,311-60-1311,50563,60,Private,146674,10th,6,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Mathias Jumonet,2/29/2000,672-77-5736,24173,27,Private,225291,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jerrine Firks,2/16/1998,841-63-9398,73423,57,Local-gov,148509,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,35,India,<=50K
+Samson Spikeings,10/27/1952,677-71-4896,64225,56,Private,136413,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Patric Benyon,12/19/1952,350-55-7343,93188,27,Private,126060,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ilise Obal,5/28/1962,802-51-8236,46178,47,Private,73064,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,35,United-States,<=50K
+Hansiain De Domenico,9/4/1989,542-06-7597,80668,19,Private,39026,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Kassi Sillick,8/31/1954,807-25-1633,16519,28,Self-emp-not-inc,33035,12th,8,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Peyter Coast,11/25/1980,649-04-4855,60848,43,Private,193494,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Margy Jenks,1/1/1998,419-27-0858,71769,63,Local-gov,147440,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Maryl Noice,1/26/1976,581-93-8161,74754,22,,153131,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Grove De Santos,2/20/1982,671-69-7870,61404,25,Private,64671,HS-grad,9,Divorced,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Ollie Batte,9/5/2010,599-70-9241,44611,35,Self-emp-not-inc,225399,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,8614,0,40,United-States,>50K
+Brooke Whiteman,9/10/2004,668-65-2356,33565,20,Private,174391,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Niels Emmanuele,8/20/1976,730-82-2430,44652,48,Private,377757,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,<=50K
+Chris Betham,3/29/1983,882-30-4029,93921,30,Local-gov,364310,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,Germany,<=50K
+Ajay Pering,12/9/1953,297-40-4053,65299,31,Private,110643,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Sheffy Richardon,6/27/1985,703-15-5651,15593,20,Private,70240,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,24,Philippines,<=50K
+Fair Lownes,6/30/2007,587-22-1315,95727,57,State-gov,32694,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Geordie Colliber,8/21/1964,877-55-4374,80807,41,Private,95047,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,44,United-States,>50K
+Rees Ruppertz,6/3/1995,462-92-2153,58495,33,Private,264936,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Rickert Jaxon,6/3/2001,671-37-2673,17332,27,Private,367329,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Constantia Testro,5/29/1979,347-62-1067,94317,34,Private,56026,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,>50K
+Loutitia Lopes,7/17/1952,872-67-4168,49982,22,Private,186452,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Agna Matthai,5/14/1986,701-55-8871,73132,50,Private,125417,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+Timmy Filipychev,5/13/1958,771-57-6472,81936,40,Self-emp-not-inc,242082,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Nick Jouhandeau,12/9/2008,725-39-1112,44929,37,Private,31023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,51,United-States,<=50K
+Ivett Pollicatt,12/21/1965,409-67-5624,68539,40,,397346,Assoc-acdm,12,Divorced,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Halsy Whalebelly,6/15/2008,333-18-0309,42530,53,Private,424079,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+Shannon Kocher,5/23/2012,440-85-9502,58250,38,Self-emp-not-inc,108947,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7688,0,40,United-States,>50K
+Alidia Marjanovic,3/4/2001,487-22-4314,58305,25,State-gov,261979,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Emma Lippo,2/15/2006,294-26-0030,33599,51,Private,55507,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Nollie Brasted,5/21/2004,843-59-9369,42237,22,,291407,12th,8,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Dewitt Custy,6/26/1993,174-21-2899,50406,18,Private,353358,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Emera Cargenven,9/22/1973,397-14-7893,15685,41,Private,67339,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7688,0,40,United-States,>50K
+Sasha Woodnutt,5/23/1961,453-66-4552,3832,33,Private,235109,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Aleksandr Canada,1/20/2012,691-92-1865,89323,33,Private,208180,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Xymenes Meech,9/19/2000,670-05-2229,40677,67,State-gov,423561,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Hermione Gumey,11/12/1999,821-91-6628,51844,47,Self-emp-not-inc,145290,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+Raviv Humpherston,5/25/1975,305-37-2498,39565,24,Private,403671,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Torrence Brouncker,10/27/1971,692-62-8338,79710,32,Local-gov,49325,7th-8th,4,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Estrellita Brauner,9/21/1963,586-81-8905,19762,29,Private,370494,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Deedee Skeldinge,3/26/1969,842-07-5101,37744,25,Private,267012,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Hamnet Bottell,2/13/1979,504-27-2881,52151,33,Private,191856,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Carlee Brushneen,2/8/1976,481-60-4390,12551,55,Private,80445,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Madelyn Errichi,2/9/1963,887-14-7697,83589,31,Private,379798,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Tracy Cawker,4/23/1983,599-42-0673,99366,32,Local-gov,168387,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Rhys Jakubczyk,1/17/1999,508-60-2394,11909,18,Private,301948,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,34095,0,3,United-States,<=50K
+Mikkel Schistl,2/22/1989,223-77-6993,41954,36,Private,274809,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+Shelia Gribbin,6/4/2009,685-35-9054,14824,58,Private,233193,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,27,United-States,<=50K
+Jase Springford,10/14/1990,381-13-3847,90983,34,Private,299635,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+Nady Toward,1/30/1999,604-41-0423,36704,19,Private,236396,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Roarke Scrafton,11/30/1961,127-59-8137,81363,21,Private,688355,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Alayne Luchelli,8/22/2009,500-92-6245,67466,36,Self-emp-inc,37019,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Walther Larraway,1/3/1962,439-13-6221,78792,37,Private,148015,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Black,Female,15024,0,40,United-States,>50K
+Julia Dicks,1/20/1987,105-62-0309,82465,43,Private,122975,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,21,Trinadad&Tobago,<=50K
+Fancie Antony,8/18/1998,795-26-9298,48120,52,State-gov,349795,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Leda Haye,3/23/1984,798-50-6240,60697,48,Private,229846,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Female,0,0,40,,<=50K
+Beltran Langford,12/29/1978,390-37-9546,15585,43,Private,108945,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+Lorin Heliet,1/23/1976,720-29-5136,58646,22,Private,237498,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Yardley Shepherdson,9/29/1960,790-54-0282,52515,57,Private,188872,5th-6th,3,Divorced,Transport-moving,Unmarried,White,Male,6497,0,40,United-States,<=50K
+Joyann Lacroux,9/23/2002,813-50-0603,91496,37,Private,324019,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reinald Hounsome,8/2/2000,442-04-1584,16662,39,Private,82488,Some-college,10,Divorced,Sales,Unmarried,Asian-Pac-Islander,Female,0,0,38,United-States,<=50K
+Ruth Gobolos,5/11/1954,600-83-1187,72714,54,Private,206964,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Mercie Ridings,5/9/1955,301-76-3172,22951,27,Private,37088,Assoc-acdm,12,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ugo Ledson,11/8/1990,768-35-1982,46917,21,Private,152540,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Law Easum,2/15/1992,563-17-5144,60163,65,Private,143554,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Liliane Fillary,7/20/1998,364-11-1090,65737,30,Private,126242,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Georgianna Sextie,12/21/1982,492-03-9326,77405,22,Private,127185,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Conny Boyse,6/11/1977,653-34-8748,88510,26,Private,164018,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4064,0,50,United-States,<=50K
+Sheila-kathryn Shortt,6/29/1990,709-87-6993,5166,25,Private,210184,11th,7,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Genevra Achrameev,2/5/1993,865-11-6795,85957,35,,117528,Assoc-voc,11,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+Ronny Gorwood,10/22/1951,601-74-2377,55033,47,Private,124973,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Rockie Bedin,10/4/1975,451-50-5363,89343,23,Private,182117,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+Archibold Ajam,4/3/1981,532-60-3369,12712,42,Private,220049,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+Lorie Krout,11/28/1998,236-94-6893,76001,39,Self-emp-not-inc,247975,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+Lisbeth Swetman,10/31/1963,174-84-5981,39881,55,Private,50164,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Sylvia Huthart,6/20/1985,281-08-5728,32248,24,State-gov,123160,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,10,China,<=50K
+Thedric Nashe,3/18/2006,516-72-4298,37429,46,Self-emp-inc,219962,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,,>50K
+Risa Matyushonok,7/23/1963,860-61-1048,87045,53,Private,79324,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Isaac Gateland,12/29/1981,476-93-3203,27866,44,Private,129100,11th,7,Separated,Other-service,Unmarried,Black,Female,0,0,60,United-States,<=50K
+Coreen Hawse,7/25/1959,514-22-9718,78118,40,Private,210275,HS-grad,9,Separated,Transport-moving,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Danya Piatto,1/3/1958,522-97-1036,13309,48,Private,189462,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,40,United-States,>50K
+Ev Becraft,10/15/1989,320-27-8441,87674,26,Private,171114,Assoc-voc,11,Separated,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Mathe Boxen,6/10/1991,467-47-9028,95412,22,Private,201799,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Basilius Ambrois,10/17/1977,395-59-9350,12692,35,,200426,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,12,United-States,<=50K
+Caesar Yerborn,2/21/1989,522-75-4969,35696,20,,24395,Some-college,10,Never-married,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Vivyanne Moriarty,12/8/1978,332-80-1202,85691,43,Private,191149,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Margi Darbon,7/8/2000,814-83-1053,93583,37,Local-gov,34173,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+Ariel Tressler,6/27/1993,518-11-1995,88464,30,Private,350979,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+Jesus Brimman,4/15/1959,384-19-8012,22326,41,Private,147314,HS-grad,9,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,0,0,50,United-States,<=50K
+Talbert Issett,10/4/1996,505-73-9164,28194,38,Private,136081,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Bartolemo Marfell,9/21/1980,588-67-6641,30244,77,,232894,9th,5,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+Jaine Checcuzzi,6/19/1977,702-26-1151,97430,42,Self-emp-not-inc,373403,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Keith Tomashov,10/7/1975,549-45-1182,15960,20,Private,120601,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+Hanan Hail,5/29/2010,599-75-6750,51044,36,Private,130926,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,3674,0,40,United-States,<=50K
+Ermanno Marritt,2/15/1996,450-86-4202,97830,32,Federal-gov,72338,Assoc-voc,11,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Gwen Chipman,9/4/1951,299-20-9660,47537,27,Private,129624,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Robyn Dutchburn,5/12/1979,394-64-1182,79666,25,State-gov,328697,Some-college,10,Divorced,Protective-serv,Other-relative,White,Male,0,0,45,United-States,<=50K
+Candis Van Halen,1/15/1999,689-39-7847,74002,40,Private,191196,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adena Witterick,9/18/1991,394-08-3001,59887,18,,191117,11th,7,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+Rockey Laurence,11/4/1972,410-74-1366,89365,49,Private,110243,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Gabbi Rudland,1/29/1974,385-09-5694,96962,17,Private,181580,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+Rea Trencher,8/30/1953,473-69-1915,73075,29,Private,89030,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ros Golledge,8/25/2004,847-14-2372,82654,47,Private,345493,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,55,Taiwan,>50K
+Jordan Hugues,2/9/1987,880-65-8142,73640,24,Self-emp-not-inc,277700,Some-college,10,Separated,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+Kristan Newe,6/15/2011,213-35-1492,7261,58,,198478,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+Cletus Meadowcroft,1/6/1971,534-23-5744,91302,29,Private,250679,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Merrel Ottewill,5/13/1982,172-09-0921,18504,45,Private,168837,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,24,Canada,>50K
+Ingeborg Kondratenya,12/19/2003,829-26-7983,63659,30,Private,142675,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Valerie Woolfitt,3/1/1952,261-06-0787,15341,19,Private,299050,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+Rollin Applegarth,5/9/1959,611-29-4350,37942,59,Private,107833,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1485,40,United-States,>50K
+Ruddy Kirkpatrick,4/18/1981,611-95-6848,74858,47,Private,121958,7th-8th,4,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Mar Habbijam,8/18/1979,582-31-0878,90248,41,Private,282948,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,3137,0,40,United-States,<=50K
+Marietta Codi,10/3/1995,766-08-5513,23663,28,Private,176683,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,France,<=50K
+Bibi Radsdale,11/3/2008,854-62-2430,94109,46,Private,34377,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Debbi Tracey,2/9/2011,809-70-3353,35822,40,Self-emp-not-inc,209833,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Gnni Dublin,12/2/1954,679-19-3082,50512,66,State-gov,41506,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Baxter Dorsett,5/23/2007,466-65-2933,52933,30,Local-gov,125159,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,14084,0,45,,>50K
+Eddie Gershom,2/20/1965,264-70-5107,64788,44,Self-emp-not-inc,147206,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,12,United-States,<=50K
+Shaine Keaveny,9/13/1980,125-15-8750,21831,58,Self-emp-not-inc,93664,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Mohandas Snelson,3/17/1969,366-90-4578,84783,21,Private,315065,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,48,Mexico,<=50K
+Melinda Crawforth,5/2/1956,849-24-7905,16574,59,Private,381851,9th,5,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Tabbi Duchart,10/21/1986,470-33-8523,41695,35,Local-gov,185769,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Lela Rubica,12/4/1987,324-91-4775,77469,45,Private,186272,9th,5,Married-civ-spouse,Adm-clerical,Husband,Black,Male,5178,0,40,United-States,>50K
+Lilllie Karlsen,3/25/1968,629-39-3859,24060,30,Private,312667,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Aluin Goding,12/12/1989,202-26-8057,84304,33,Private,343925,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+Ivan Fifoot,2/15/2006,114-71-0094,89740,26,Private,195994,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Rasia Leehane,7/27/1964,477-78-3630,39410,48,Private,398843,Some-college,10,Separated,Sales,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Gilbertine Sproule,3/26/1965,284-56-3437,28205,31,Private,73514,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Hilde Duke,12/9/1966,547-22-6156,20095,36,Private,288049,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Valerye Behrendsen,8/12/1963,293-08-6782,26858,48,Private,54759,HS-grad,9,Divorced,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+Forest Balstone,1/17/2000,335-82-9189,23888,30,Private,155343,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+Hamish Tuvey,5/15/2001,866-94-2319,26654,33,Private,401104,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,>50K
+Gina Ventura,9/3/1997,869-69-0550,55034,19,,124884,9th,5,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Adore Fasey,4/28/1996,251-02-7678,3379,37,Local-gov,287306,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Wife,Black,Female,99999,0,40,,>50K
+Bonita Rudloff,2/4/1984,883-31-7326,93406,53,Private,113995,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Garvey Buffy,3/11/2003,292-60-8488,72907,18,Private,146378,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,,<=50K
+Zedekiah Harold,12/7/1972,688-45-2352,60161,38,Private,111499,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+Mireille Riguard,3/16/1966,413-74-7821,97082,34,Private,34374,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Nadiya Whittingham,10/21/1984,150-18-1540,63428,45,Private,162187,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+Vassili Physic,5/21/2001,210-99-4563,63857,33,Local-gov,147654,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Modestia Bembrigg,6/6/2012,579-88-5314,17461,35,Private,182467,Assoc-voc,11,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,44,United-States,<=50K
+Madel Leebeter,2/10/2008,142-60-0900,49258,22,Private,183970,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Tiebold Haxell,12/19/1968,825-50-2513,40424,35,Private,332588,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Simmonds Grassin,10/26/1976,674-18-2433,14580,45,Private,26781,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,8,United-States,<=50K
+Pamelina Paterson,4/22/1984,227-97-3625,20264,17,Private,48610,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,45,United-States,<=50K
+Rania Whitsey,12/6/1975,591-50-7095,22756,50,Private,162632,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Julius Ravenshaw,11/3/1982,845-98-6522,49588,38,Local-gov,91711,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Russell Lanphier,1/23/1967,762-50-3312,32529,33,Private,198003,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,50,United-States,>50K
+Gwenny Dockwra,1/14/1967,358-40-9998,33673,46,Private,179048,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,,<=50K
+Christan Jantet,3/24/1962,863-61-4620,31309,25,Private,262778,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,6849,0,50,United-States,<=50K
+Barb Mc Elory,4/1/1962,193-74-7678,268,64,Private,102470,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Jacquetta Bancroft,12/14/1968,353-43-7582,73661,62,Self-emp-not-inc,123170,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,10,United-States,<=50K
+Aila Haddon,10/15/1977,102-22-9544,76505,32,Private,164243,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+Keelia Philp,5/19/1995,176-55-4116,54353,17,Private,262511,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Ernest Arkow,8/30/2005,176-54-2826,49561,61,Private,51170,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Lorilyn Sandle,12/31/1991,145-04-2563,49201,40,State-gov,91949,Doctorate,16,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Ramon Sorsby,1/9/2001,210-95-9999,33944,21,Private,123727,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Female,0,0,40,United-States,<=50K
+Agna Gonneau,4/12/1960,608-62-0537,41246,39,Private,173175,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Amelina Baldini,6/7/1998,315-80-2068,30045,35,Self-emp-not-inc,120301,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Dickie Regis,12/4/1989,127-85-0601,34903,29,Private,250967,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Louise Budleigh,1/29/2008,402-04-6317,5677,27,Federal-gov,285432,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Dalenna Caulcutt,7/27/1990,740-66-7259,83912,20,Private,36235,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lyle Bittleson,9/6/2011,501-88-9777,31700,34,,317219,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,>50K
+Eddi Saenz,1/19/1960,217-65-2212,98476,51,Local-gov,110965,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Maurizia Cleveley,2/9/1989,194-52-7316,6295,45,Private,123283,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,15,United-States,<=50K
+Karlene Marder,5/13/1999,505-41-1129,14472,20,,249087,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Hodge Synnot,5/16/1961,350-09-8682,54700,31,Private,152940,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cobbie Simmgen,3/23/1980,201-93-7746,29567,29,Private,376680,HS-grad,9,Never-married,Tech-support,Own-child,Black,Male,0,0,40,United-States,<=50K
+Gar Luetkemeyer,2/19/1953,569-86-2893,32771,56,Private,231232,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,30,Canada,<=50K
+Neysa Gores,3/11/2001,870-96-6141,89639,55,Self-emp-not-inc,168625,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,12,United-States,>50K
+Marsh Demkowicz,1/12/1970,132-46-3099,92712,26,Private,33939,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,20,United-States,<=50K
+Jamie Melby,7/31/1951,117-44-7505,98490,46,Private,155659,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,45,United-States,>50K
+Gibby Fever,7/26/1962,593-96-6376,25284,32,Local-gov,190228,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Avril Whitsey,3/4/1972,452-65-3278,27904,28,Private,216178,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Beret Gretham,1/3/1988,717-02-7805,13162,27,Private,587310,7th-8th,4,Never-married,Other-service,Other-relative,White,Male,0,0,35,Guatemala,<=50K
+Brianne Braidley,1/4/1990,294-22-1416,59231,23,Private,155919,9th,5,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Terry Swindall,6/7/1986,503-46-5496,98589,59,Private,227386,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Salomon Valentim,12/6/1966,533-59-0691,54459,26,Private,138152,12th,8,Never-married,Craft-repair,Other-relative,Other,Male,0,0,48,Guatemala,<=50K
+Bennie Baumber,5/6/2000,250-96-0714,36545,36,Private,167482,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Waite Gookey,12/9/1986,200-31-6536,85918,18,Private,57957,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Candice Taudevin,2/1/1964,625-21-3123,31874,33,Private,157747,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Alexander Merigeau,3/20/1980,341-54-0572,46901,60,Self-emp-not-inc,88570,Assoc-voc,11,Married-civ-spouse,Transport-moving,Wife,White,Female,0,0,15,Germany,>50K
+Stefa Soan,9/22/1958,598-45-9820,36742,40,Private,273308,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,48,Mexico,<=50K
+Bunny Orneblow,10/14/1998,415-09-2124,75427,48,Private,216292,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,43,United-States,<=50K
+Janeen Pfaff,3/8/1989,327-36-8291,32023,27,Self-emp-not-inc,131298,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+Dallas Genese,12/26/1991,611-08-8436,87526,19,Private,386378,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Karyn Maybey,1/24/1962,469-18-3536,81756,38,Private,179668,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Kore Erlam,8/2/1974,226-89-6912,72274,26,Private,210812,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,43,United-States,<=50K
+Lorrayne Coldtart,11/18/1959,172-65-1200,47767,45,Federal-gov,311671,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,3908,0,40,United-States,<=50K
+Sig Wadelin,2/28/1954,831-51-5203,36598,20,Private,215247,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Valerye Mayes,3/30/2004,505-63-9821,10424,32,Federal-gov,125856,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Zacharie Derrick,10/16/2011,417-29-0357,44980,22,Private,74631,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,13,United-States,<=50K
+Richard Kewzick,3/17/2006,539-11-3265,69046,22,Private,24008,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Anna-diana Mortlock,7/23/1952,803-41-0751,65471,38,State-gov,354591,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,114,0,38,United-States,<=50K
+Alleyn Robb,2/19/1953,260-15-9732,47151,34,Private,155343,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,50,United-States,>50K
+Bambie Aubrey,1/13/1976,685-74-6482,27716,46,Private,308334,1st-4th,2,Widowed,Other-service,Unmarried,Other,Female,0,0,30,Mexico,<=50K
+Guilbert Sloan,10/18/1982,719-98-5429,44985,39,Private,245361,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Glad Deering,6/19/1963,402-62-0772,44534,79,Self-emp-not-inc,158319,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Marni Naldrett,10/11/1970,721-96-9337,51369,60,,204486,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,>50K
+Rene Wilmott,2/2/1983,812-21-0357,76190,24,Private,314823,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,Dominican-Republic,<=50K
+Sully Hattam,3/19/1972,113-95-2543,20535,31,Private,211334,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,2407,0,65,United-States,<=50K
+Gardner Bowlesworth,6/13/1990,248-87-1325,75097,37,Self-emp-not-inc,73199,Bachelors,13,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,3137,0,77,Vietnam,<=50K
+Reta Baggarley,10/7/1975,253-16-9207,49280,23,Private,126550,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Thadeus Offen,5/14/1954,487-19-2761,72547,31,Private,260782,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1579,45,El-Salvador,<=50K
+Julianne Stonhard,9/17/2000,551-69-7121,24078,29,Private,114224,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Teodoor Basterfield,3/10/1998,464-68-2423,31857,22,State-gov,64292,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,43,United-States,<=50K
+Dannel Bridell,12/4/1956,237-38-3453,52172,69,,628797,Some-college,10,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Charis Neighbour,6/3/1983,782-84-1048,6438,55,Local-gov,219775,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+Faustina Spray,11/13/2001,446-50-2875,26077,43,Private,212894,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Bea Sweeney,5/8/1953,341-35-0779,57646,23,Private,260019,7th-8th,4,Never-married,Farming-fishing,Unmarried,Other,Male,0,0,36,Mexico,<=50K
+Adelle Minster,3/17/1956,780-05-3089,95906,29,Private,228075,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,35,Mexico,<=50K
+Giusto Freyn,3/5/1977,358-19-1871,15789,22,Private,239806,Assoc-voc,11,Never-married,Other-service,Other-relative,White,Female,0,0,40,Mexico,<=50K
+Gilberta Wittering,7/29/1994,867-67-4829,80571,22,Private,324637,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Brunhilde Yockney,9/11/1968,301-60-1227,94093,25,Private,163620,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,84,United-States,>50K
+Robers Featherstonhaugh,7/24/1958,525-50-2600,47858,29,Private,194200,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,45,United-States,<=50K
+Lyon Frape,9/14/1959,656-24-3983,1680,25,State-gov,129200,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Elwin Noury,6/7/1976,706-12-2022,34059,33,Federal-gov,207172,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Teddie Richt,12/7/1996,873-95-1823,64302,33,Private,135312,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Marco Marks,3/31/1980,205-03-0787,70061,31,Private,100734,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Stephine Flury,5/3/1996,306-62-9894,41486,30,Local-gov,226443,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,45,United-States,>50K
+Corey Lockier,9/25/1984,421-82-2823,73840,55,Private,110871,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Melessa Orrom,8/19/1951,805-59-7253,79262,36,Private,192704,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+Althea Bartolomucci,11/26/1954,766-07-1916,56549,47,,224108,HS-grad,9,Widowed,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Samantha Raithbie,10/28/1989,203-95-2291,12983,28,Private,78870,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,8614,0,40,United-States,>50K
+Gregorio Rosini,5/15/1972,609-17-0911,86069,42,Private,107762,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Adele Kirckman,10/13/1962,729-81-2024,1779,51,Private,183611,Assoc-acdm,12,Divorced,Exec-managerial,Unmarried,White,Male,0,0,55,Germany,<=50K
+Bellina Lemmen,6/22/1999,851-70-9089,38261,62,Local-gov,249078,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Alexandra Brendeke,4/13/2004,640-23-9701,1220,65,Self-emp-inc,208452,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,>50K
+Bastian Melross,12/16/1987,586-67-3702,63745,23,Private,302195,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Wake McCanny,2/16/1964,260-07-8197,89835,60,,199947,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,32,United-States,<=50K
+Hayden Kyd,9/1/2008,395-18-4502,5526,47,Private,379118,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,60,United-States,>50K
+Nomi Toland,1/10/1973,765-43-2297,47932,50,Self-emp-inc,174855,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Atlante Britten,5/21/1956,741-72-5872,30165,70,,173736,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+Barrett Brouncker,1/20/2001,227-13-1624,89088,32,Self-emp-not-inc,39369,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Katee Smitherham,2/26/1985,884-21-6901,72833,37,Federal-gov,196348,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Berty Morrid,4/6/1965,278-11-7796,97138,31,Private,340917,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,14344,0,40,United-States,>50K
+Sharl Noblett,12/29/2011,789-14-9571,61118,76,Private,97077,10th,6,Widowed,Sales,Unmarried,Black,Female,0,0,12,United-States,<=50K
+Dare Loftus,11/18/1971,735-13-0558,66077,54,Private,200098,Bachelors,13,Divorced,Sales,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+Eldridge Tomkys,8/30/1987,634-44-0560,97313,32,Federal-gov,127651,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Myriam Shavel,9/6/2001,514-04-4282,19013,31,Private,315128,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,52,United-States,<=50K
+Brannon Hartopp,4/17/1969,885-49-0540,11305,31,Federal-gov,206823,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,>50K
+Theodore Bianco,9/25/1952,180-22-4164,94362,65,Self-emp-not-inc,316093,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,1668,40,United-States,<=50K
+Arabella Wisbey,9/20/1955,558-28-4001,69688,30,Private,112115,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,60,Ireland,>50K
+Maybelle Wildman,2/22/1985,469-93-0349,48921,63,,203821,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Catherin Tuckley,3/3/1952,716-36-2786,84619,21,Private,250051,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+Tammy Whilder,7/15/1965,258-82-4580,9736,40,Federal-gov,298635,Masters,14,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,1902,40,Philippines,>50K
+Mattie Buchanan,4/14/1976,460-12-7479,22446,26,State-gov,109193,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Salvatore Truckell,8/6/2009,321-07-3952,907,18,Private,130849,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+Brody Hiers,10/27/1957,509-39-7474,12276,34,Local-gov,43959,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+Anne-marie Jarrett,3/7/2003,651-08-6720,52914,66,Local-gov,222810,Some-college,10,Divorced,Other-service,Other-relative,White,Female,7896,0,40,,>50K
+Hope Ginsie,5/14/1983,379-62-8632,659,44,Self-emp-not-inc,27242,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+Stillmann Deneve,12/4/1995,722-23-9879,73217,30,Private,53158,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gustavo Wootton,8/18/1982,727-57-9383,15687,36,Self-emp-not-inc,206520,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Vinni Phibb,5/22/1992,446-08-7343,48685,31,Private,164190,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Florentia Garr,10/14/1964,520-28-8640,78353,22,Private,287988,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Barnett MacDonough,4/24/1957,196-93-6228,4952,28,,200819,7th-8th,4,Divorced,,Own-child,White,Male,0,0,84,United-States,<=50K
+Neale Cheavin,9/3/1999,130-25-7589,69799,23,Private,83891,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Ruthie Rickword,3/31/1999,550-95-1984,35701,49,Private,65087,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Basil Felton,5/25/1973,705-07-4123,37754,39,Self-emp-not-inc,363418,Bachelors,13,Separated,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Jereme Lowndes,3/3/1990,442-90-3433,46666,67,,182378,Bachelors,13,Married-civ-spouse,,Husband,White,Male,9386,0,60,United-States,>50K
+Cassius Howsley,5/30/1997,470-72-2622,66613,19,Private,278870,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+Orton Sample,6/15/1971,522-44-0922,79298,30,Private,174789,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1848,50,United-States,>50K
+Cad Habben,5/3/1985,827-37-2649,64533,25,Private,228608,Some-college,10,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Female,0,0,40,Cambodia,<=50K
+Meredeth Golagley,8/31/1965,281-70-3559,53226,24,Private,184400,HS-grad,9,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,30,,<=50K
+Mariejeanne Kendrick,7/21/1987,134-03-4499,28810,46,Private,263568,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Faun Spurden,8/30/2012,418-12-7515,95514,37,Private,117381,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Tymothy Gatman,1/30/1977,825-46-9507,67702,41,Federal-gov,83411,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Susana Ovitts,6/20/2005,581-35-1261,87032,40,Self-emp-not-inc,49156,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+Bidget Kittley,8/24/2006,256-74-6292,55225,44,Private,421449,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ezmeralda Culcheth,6/13/2003,785-38-6773,77480,32,Private,238944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Priscilla Foddy,5/29/1962,137-23-4058,85003,58,Private,188982,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,20,United-States,>50K
+Marcos Shade,12/11/1982,425-08-0692,76338,48,Private,175925,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Hanna Ashmole,11/11/2000,738-47-8373,68923,34,Private,164190,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Blair Thinn,6/26/1999,454-23-4091,47209,29,Private,232914,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Dewie Beall,9/25/1954,227-68-2457,32247,46,Self-emp-inc,120121,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Horatia Sturley,3/1/1952,238-38-0212,70518,36,Local-gov,180805,HS-grad,9,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Edgardo Joseff,5/10/2005,183-59-8098,6402,59,Local-gov,161944,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Edan Costello,2/18/1966,462-71-4818,24112,29,Private,319149,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Mexico,<=50K
+Chevy Ridpath,1/26/1962,502-54-7262,60419,50,,22428,Masters,14,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sallee Booley,5/16/1964,482-27-0154,78889,25,Private,290528,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Chrissie Colson,4/14/1971,302-41-7365,19101,27,Private,123984,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,35,Philippines,<=50K
+Dolly Bishell,4/3/1995,609-48-2613,59458,48,Private,34186,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+Christa Ainsby,7/5/1972,316-39-2332,68792,51,Federal-gov,282680,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,70,United-States,>50K
+Lou Bradtke,12/26/1987,821-96-6568,32758,36,Private,183892,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,8614,0,45,United-States,>50K
+Veronique Grissett,5/15/1973,897-11-7131,62689,42,Local-gov,195124,11th,7,Divorced,Sales,Unmarried,White,Male,7430,0,50,Puerto-Rico,>50K
+Gwenny Tillot,3/27/1988,197-17-5418,49529,49,State-gov,55938,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Prue Hutchinges,7/3/2009,111-36-3745,31929,33,Private,209900,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,20,United-States,<=50K
+Jacqui Flooks,3/26/1993,107-23-8462,80320,40,Private,179717,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,0,1564,60,United-States,>50K
+Chickie Lace,8/27/1986,526-25-2650,60872,26,Private,150361,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ruthe Ygo,10/16/2005,282-64-0877,43484,69,,164102,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,United-States,>50K
+Jule Cod,3/8/1985,292-49-9499,13721,59,Private,252714,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,30,Italy,<=50K
+Star Sanbrook,12/8/2001,584-32-2974,54010,30,Private,205204,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Port Willerton,11/14/1958,873-32-8097,80457,31,Local-gov,168906,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+Corissa Izzett,2/9/1966,425-28-8209,22611,30,Private,112115,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Odessa Munt,3/16/1966,894-08-2349,75716,27,Private,116531,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Selena Giacoppo,12/6/1995,217-74-9714,66020,20,,202994,Some-college,10,Never-married,,Own-child,White,Female,0,0,16,United-States,<=50K
+Merlina Sutherel,9/29/2003,614-06-3128,72086,56,Private,191917,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,4101,0,40,United-States,<=50K
+Conny Lennie,2/4/1960,183-36-3935,32342,24,Private,341294,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Joyous Purvis,12/5/1967,607-20-7977,7584,47,Private,216734,Bachelors,13,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+Arlinda De Minico,7/30/1962,628-68-7620,66318,51,Private,182187,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+Rosella Ivins,7/4/1983,687-44-7400,60393,34,Private,424988,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Beryl Lafrentz,1/29/2001,689-30-3432,90655,47,Private,379118,HS-grad,9,Divorced,Other-service,Unmarried,Black,Male,0,0,9,United-States,<=50K
+Devora Blaymires,9/14/1982,655-74-2906,7565,47,Private,168232,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,44,United-States,>50K
+Annecorinne Leftley,3/26/1962,719-37-1952,86424,20,Private,147171,Some-college,10,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Marget Ivons,12/4/1958,113-22-8585,83326,34,Self-emp-inc,207668,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,54,,>50K
+Warden McClounan,7/6/2012,148-65-4396,57655,31,Private,193650,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Freeland Rossi,4/10/1998,291-83-7895,69436,42,Private,200187,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+Guglielmo Elener,2/15/1992,564-72-9134,25687,52,Private,188644,5th-6th,3,Married-spouse-absent,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Burton Witch,7/20/1971,789-67-8227,1878,56,Private,398067,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Liam Colquyte,5/16/1956,765-88-0255,16545,53,Private,29658,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Ceil Kenzie,1/25/1988,621-63-3844,32799,26,Private,154966,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Latrena Danelet,7/28/1998,641-13-9153,59382,81,Private,364099,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Abbot Foxten,10/11/1975,466-44-9112,45113,28,,291374,10th,6,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Melesa Rossant,1/21/2006,155-31-2388,3641,57,Federal-gov,97837,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,>50K
+Lavinie Dewane,7/19/2012,358-06-3037,63711,34,Private,117983,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cass Lakes,6/26/1966,714-38-9923,80676,31,,345497,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Mile Matusevich,10/21/1965,510-86-9392,90063,24,Private,64167,Assoc-voc,11,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Terza Crouch,7/22/1964,423-89-5177,50356,20,Private,315877,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,2001,40,United-States,<=50K
+Zachery Szymoni,7/18/2004,278-83-8917,45553,68,Federal-gov,232151,Some-college,10,Divorced,Adm-clerical,Other-relative,Black,Female,2346,0,40,United-States,<=50K
+Hayden Maylor,9/12/2007,109-12-1865,54702,60,Private,225526,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,32,United-States,<=50K
+Vittoria Rowbury,3/1/1967,115-27-8001,19477,37,Federal-gov,289653,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Sig Ronnay,7/6/1977,608-93-2415,55915,25,Private,179462,7th-8th,4,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+Prinz Petric,1/19/1963,465-62-3465,28116,36,Federal-gov,67317,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Ealasaid Egdal,8/8/2005,698-06-4148,62780,45,Private,77764,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Herve Kamienski,4/17/1953,265-51-2926,44926,34,Private,253438,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Vilhelmina Luna,11/24/1971,206-37-1012,34954,31,Private,150309,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,70,United-States,<=50K
+Ailina Maty,5/4/1972,302-95-7087,92260,47,Self-emp-not-inc,83064,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Tansy Bage,3/31/1966,499-77-1293,18070,60,Self-emp-not-inc,376973,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+Bondy Cockson,10/29/1987,762-43-4702,86127,75,Private,311184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,24,United-States,<=50K
+Towny De Vries,5/9/1987,590-63-8804,65369,43,Local-gov,159449,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Christean Barok,11/27/1957,395-88-6439,78027,18,Private,168288,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Benita Royle,3/1/1967,354-23-3371,38034,25,Private,74883,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,1092,40,Philippines,<=50K
+Shir Fuzzens,3/10/1962,317-68-8039,48693,20,Private,275190,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Jason Roman,8/20/1980,811-19-2908,54221,32,Private,189838,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Maurizio Terron,6/3/1995,700-30-2875,74199,57,Self-emp-inc,101338,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+Mil McCowen,9/17/1959,109-31-6949,1510,43,Private,331894,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Mallory Kitchingman,2/10/2008,226-78-3599,24256,18,Self-emp-not-inc,40293,HS-grad,9,Never-married,Farming-fishing,Other-relative,White,Male,0,0,40,United-States,<=50K
+Charles Wooddisse,3/11/1980,570-37-8451,42799,41,Local-gov,88904,Bachelors,13,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Jeddy Alberti,3/2/1975,405-29-2817,21284,48,Private,145041,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Dominican-Republic,<=50K
+Lay Scini,9/25/1975,712-83-1019,21770,35,Private,46385,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,90,United-States,>50K
+Nathan Schwant,9/23/1977,557-86-1746,59409,41,State-gov,363591,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Mommy Hart,12/23/2002,791-89-5933,97007,23,Private,183327,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Female,0,1594,20,United-States,<=50K
+Eddie Reast,9/13/1970,121-01-5414,76815,32,State-gov,182556,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,45,United-States,>50K
+Shirlee Flowerden,6/29/1974,494-66-4202,20492,33,Private,267859,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,El-Salvador,<=50K
+Land Graben,3/6/1959,762-14-4408,39258,58,Private,190747,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Monique Boake,6/4/1978,278-11-2370,79882,22,Private,162869,Some-college,10,Never-married,Sales,Other-relative,White,Male,0,0,65,United-States,<=50K
+Tracie Andrioni,4/16/2011,526-07-7352,85430,33,Private,141229,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Aleta Koppens,10/17/1957,788-70-7260,80273,42,Self-emp-not-inc,174216,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+Marysa Peakman,5/26/2004,840-50-7614,6021,25,Private,366416,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Bary Matyukon,1/31/2004,354-67-5952,50602,39,Private,172538,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Annmaria Ennals,3/4/1953,352-66-7588,20790,35,Private,193026,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Randie Greening,5/24/1980,774-73-5801,43817,50,Private,184424,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1902,38,United-States,>50K
+Cassy Ferrelli,3/4/1959,391-54-0247,41851,49,Local-gov,337768,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Ralph Mardle,9/16/1961,280-67-0394,71928,25,Local-gov,179059,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Blanche Fulger,11/26/1965,215-79-1070,48171,47,Federal-gov,99549,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Lida Stieger,6/10/2005,496-92-9533,39603,46,Private,72619,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Maddie Melloi,4/2/1970,518-93-5743,33233,42,State-gov,55764,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Ellis Kempson,8/21/1971,475-89-1591,42795,37,Private,30267,11th,7,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,>50K
+Adora Gallop,10/18/1979,460-32-5109,13979,25,Private,308144,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Rona Nestle,9/11/1979,239-41-0471,70969,29,Private,206351,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+Jacky Jeff,5/1/1975,631-91-9123,26034,26,Private,282304,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Sydney Quakley,6/17/1979,686-79-6512,61292,26,,176077,Some-college,10,Never-married,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Renee Vassel,6/2/1968,192-43-4309,29282,45,Self-emp-inc,142719,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Ingemar Gorbell,3/17/1995,514-74-9523,76079,34,Private,114973,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,30,United-States,<=50K
+Cynde MacKall,5/18/1965,450-45-4678,90265,33,Federal-gov,159548,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Madeleine Wiffen,10/25/1976,121-32-4193,39541,43,Private,91209,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Milt Welchman,8/26/1981,433-59-4673,71935,28,Private,196564,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Kissie Gard,4/27/1978,523-65-1436,7096,51,Self-emp-not-inc,149220,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,75,United-States,<=50K
+Tanitansy Kenway,9/8/1950,413-21-3985,66865,21,Private,169699,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Tammi Shakle,3/1/1998,852-04-6261,20278,23,Private,218215,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Carlota Wakerley,5/16/1995,450-06-5595,19162,30,Private,156718,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Robin Twiggins,8/3/1958,276-46-0467,91481,46,Private,55720,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Elias De Bruijne,8/10/1953,869-80-2594,16226,38,Self-emp-inc,257250,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Goldie Harriman,3/29/1956,521-08-4676,44138,20,Private,194630,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Harv Kornel,12/28/1956,307-67-2431,44136,36,Private,398931,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1485,50,United-States,>50K
+Miquela Bartocci,6/17/1960,788-53-0444,56352,37,Self-emp-not-inc,362062,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+Sandor Dinneen,10/9/1978,726-99-6510,43313,44,Local-gov,101593,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,1876,42,United-States,<=50K
+Zach Snedker,9/4/1972,489-04-0877,45630,33,Private,196266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Isadora Compston,3/31/1965,540-23-9832,90244,45,Local-gov,197332,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Doug Merriott,2/12/1989,314-05-0841,27589,47,Private,97842,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Zacharia Cant,12/5/1990,316-24-4769,58373,54,Private,86837,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,1902,40,United-States,>50K
+Maria Eagar,9/15/1973,582-65-7652,30110,17,Private,57324,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Ogden Letty,9/18/1975,373-32-3580,8528,43,Private,116852,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,36,Portugal,>50K
+Thaxter Peterken,9/28/1992,366-63-1871,97859,45,Private,154430,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,10520,0,50,United-States,>50K
+Doretta Rennick,2/8/1982,257-36-1178,80361,37,Private,38468,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Linnea Seagrove,10/12/1962,534-50-2959,21088,44,Local-gov,188808,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Chantal Skilling,9/22/1960,553-40-2445,71316,55,Local-gov,177163,Masters,14,Widowed,Prof-specialty,Unmarried,White,Female,914,0,50,United-States,<=50K
+Nobie Lawrinson,10/4/1995,651-25-2927,92903,41,Private,187322,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Saloma Brackley,1/31/1996,874-42-5095,43244,23,Private,107578,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,2174,0,40,United-States,<=50K
+Zak Creffeild,12/26/1954,545-03-5229,50533,38,Private,168680,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Nalani Manshaw,2/4/1984,452-41-7040,72793,23,Private,256755,Bachelors,13,Never-married,Handlers-cleaners,Other-relative,White,Female,0,0,40,Cuba,<=50K
+Wileen Hulles,3/28/1980,737-94-5067,22097,35,Private,360799,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Pennie Ahmad,4/27/2005,241-47-1491,56956,18,Private,188476,11th,7,Never-married,Exec-managerial,Own-child,White,Male,0,0,20,United-States,<=50K
+Shellie Vine,12/10/1963,776-47-2492,55143,47,Private,30457,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Caressa Joynes,8/23/1997,813-47-8180,23054,25,Private,252752,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+Bennie Capron,6/26/1975,139-90-7442,84997,41,Self-emp-not-inc,443508,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Simon Christauffour,5/1/1983,111-12-8019,83415,23,Private,244408,Some-college,10,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,0,0,24,Vietnam,<=50K
+Heindrick Strasse,7/5/1986,601-14-6188,98886,41,Private,178983,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Valaree Jina,1/29/1995,484-53-9650,10891,26,Private,143068,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,2407,0,50,United-States,<=50K
+Appolonia Durran,8/31/2001,429-66-4937,22359,30,Local-gov,247328,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pierre Ilyunin,12/14/1982,587-73-1334,73503,42,Private,201732,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Theodosia Di Meo,10/16/2001,207-16-1098,85679,35,Private,246829,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Carol-jean Charity,5/2/1981,780-08-8939,10857,28,,290267,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,18,United-States,<=50K
+Jillian Fishlee,12/10/1995,727-97-2387,43015,29,Private,119170,Some-college,10,Separated,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Blaire Allcroft,3/13/1971,248-53-5369,52155,21,Private,207923,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Jane Girdler,9/10/1974,539-17-0225,41988,48,State-gov,170142,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Ulrich Cogdell,11/12/2002,113-66-3351,51112,44,Self-emp-not-inc,187164,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,60,United-States,<=50K
+Izabel Waugh,2/23/1956,416-81-5122,8152,34,Local-gov,303867,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Loraine Pettis,7/15/1962,492-78-6399,44251,19,Private,291429,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Dominga Twinterman,7/4/1964,264-78-1779,13461,32,Private,213179,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,>50K
+Elijah Sweed,11/25/1979,843-82-1033,44677,31,State-gov,111843,Assoc-acdm,12,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Hamnet Lindner,3/31/1962,874-35-7292,66551,25,Private,297154,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2407,0,40,United-States,<=50K
+Sari Mantle,4/18/1990,408-38-8307,44530,47,Federal-gov,68493,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+Dev Whitlock,11/29/1953,318-06-1709,59160,46,Federal-gov,340718,11th,7,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Carrol Fozzard,1/21/1996,667-81-1076,52961,18,Private,194059,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Alexis Murfin,2/5/2011,425-05-1825,69680,31,Private,47296,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1740,20,United-States,<=50K
+Lia Lissandrini,6/19/1962,390-90-1699,92952,28,State-gov,286310,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Emeline Melson,5/18/1970,329-31-6752,70366,38,Private,207202,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,>50K
+Lowell McMurrugh,4/26/1991,588-19-2037,93208,33,Self-emp-inc,132601,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Cyndie Kenwood,12/2/1956,126-52-8216,32873,17,,139183,10th,6,Never-married,,Own-child,White,Female,0,0,15,United-States,<=50K
+Casey Ingles,8/31/1957,109-31-3743,50479,41,Private,160785,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Terry Burrus,4/3/2006,600-16-3558,48582,46,Private,117849,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+Benoite Brabban,2/11/1974,259-62-5831,38180,38,Local-gov,225605,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,<=50K
+Ozzie Powlett,4/20/1975,189-19-9964,19568,24,Private,190290,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Virge Honeywood,4/28/1989,860-67-7187,21129,49,Private,164799,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Brenda Greystock,1/3/1964,204-77-8310,97978,60,Federal-gov,21876,Some-college,10,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Dalila Brabban,6/1/1969,619-33-8965,11984,44,Private,160785,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Ingaborg Mouan,1/25/2010,668-36-3361,84314,63,Self-emp-inc,272425,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Antoni Babinski,2/27/2012,182-53-4780,40594,40,Private,168538,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Leighton Dell Casa,12/20/1959,710-63-5510,50368,45,Self-emp-inc,204205,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Karie Scurman,11/3/1982,633-78-5433,39172,49,Private,142287,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,50,United-States,>50K
+Julianna Enrico,4/13/1959,508-07-9085,72092,36,Private,169926,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rodina Bruckman,4/12/2010,113-99-6120,36605,65,Local-gov,205024,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,8,United-States,<=50K
+Padriac Rizzini,10/8/1992,286-84-6919,10129,41,Private,374764,Bachelors,13,Widowed,Exec-managerial,Unmarried,White,Male,0,0,20,United-States,<=50K
+Waldon Fossitt,6/20/1962,379-17-8835,36892,25,Private,108779,Masters,14,Separated,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Sallyann Craig,2/1/1980,432-88-0837,58152,20,,293136,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Norris Eager,5/7/1962,536-91-5010,45605,60,Private,227332,Assoc-voc,11,Widowed,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sasha Aaronsohn,3/31/2000,710-10-8749,71507,17,Local-gov,246308,11th,7,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,Puerto-Rico,<=50K
+Merrily Bywaters,6/4/1990,485-49-6395,75659,28,Private,51331,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,16,United-States,>50K
+Antonetta Maskew,2/19/2010,361-18-1218,25934,31,Private,153078,Assoc-acdm,12,Never-married,Craft-repair,Own-child,Other,Male,0,0,50,United-States,<=50K
+Aigneis Gullberg,3/12/1987,447-49-8887,89713,47,Private,169180,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Quint Bedward,6/5/1956,818-01-7479,70251,45,Self-emp-not-inc,193451,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Durante Freer,6/28/1997,705-02-3174,19170,51,Private,305147,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Athene Dade,9/11/2007,474-06-1693,46798,23,Private,138892,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+Muffin Piddletown,2/16/1983,200-83-4646,56414,44,Self-emp-not-inc,402397,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,60,United-States,>50K
+Bink Tweddell,2/19/1996,771-30-6232,39990,34,Private,223267,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,<=50K
+Lewiss Eppson,6/7/1954,585-19-8890,66810,19,Private,29250,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+Joelly Ferre,6/30/1997,419-43-3421,59258,51,,203953,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Lanni Catley,8/31/2003,551-21-3390,45890,46,State-gov,29696,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Sibby Pickston,9/16/1982,668-16-6612,77912,30,Private,315640,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1977,40,China,>50K
+Beverlie Brumfield,5/17/1972,147-93-1931,50724,37,Private,632613,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,Mexico,<=50K
+Camille Juares,10/28/1967,320-24-4724,91289,56,Private,282023,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Reggie Attwool,4/30/1954,300-86-2797,67872,29,Private,77760,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+Virgie Semken,7/8/1974,537-25-3855,79527,46,Self-emp-not-inc,148599,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Benson Bussons,11/10/1957,341-84-7646,27679,55,Private,414994,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Abbye Olliar,11/17/2004,279-71-1673,59939,45,Private,339863,Bachelors,13,Divorced,Sales,Not-in-family,White,Male,8614,0,48,United-States,>50K
+Kelvin Coltman,6/12/1953,631-71-9956,44032,34,Private,499249,HS-grad,9,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+Burk Woollhead,6/13/1988,884-98-1473,50582,45,,144354,9th,5,Separated,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Guglielmo Karys,7/15/1959,801-75-2151,45259,41,Private,252058,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dominick Daintry,3/5/1976,832-25-3966,96708,22,,99543,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+Leda Hawler,12/31/1965,800-91-4467,53241,34,Private,117963,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Cathi Blaksley,7/14/1989,846-48-1370,10132,27,Private,194652,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Wallis Filipiak,8/23/1951,565-23-2977,85800,29,Private,299705,Some-college,10,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,37,United-States,<=50K
+Ferris Wiltsher,2/4/1971,820-51-5246,22633,19,Federal-gov,27433,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Noe Whinray,6/14/1970,145-10-9387,31073,47,Local-gov,39986,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Prue Schaffel,6/9/1959,296-35-5155,88909,43,Self-emp-inc,135342,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Jedidiah Sor,12/17/1969,722-01-6424,46263,52,Private,270142,Assoc-voc,11,Separated,Exec-managerial,Unmarried,Black,Female,0,0,60,United-States,<=50K
+Marcy MacGuiness,10/23/1977,781-23-4419,31756,33,Self-emp-not-inc,118267,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Fernandina Boarder,4/1/1976,149-67-1261,40223,29,Private,266043,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Rhodie Godsmark,12/3/1980,309-52-0204,60511,23,Private,35633,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Burke Cobbled,2/23/2002,238-28-4082,24779,23,Private,74568,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Stillmann Mirrlees,9/3/2010,340-78-1133,71920,39,Private,214816,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Bea Vassall,2/23/1998,438-93-3393,24956,43,Private,222971,5th-6th,3,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Mella Turnbull,9/8/1987,515-37-7189,88886,31,Private,259425,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Augustine Guerner,10/1/2009,209-42-2395,58237,47,Self-emp-inc,212120,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Hazel Heisler,4/24/1959,810-24-6440,45595,26,Private,245880,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Merv Standeven,7/27/2009,361-03-3522,44618,58,Local-gov,54947,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Lesley Scambler,6/16/1952,212-78-4936,51793,47,Self-emp-inc,79627,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,27828,0,50,United-States,>50K
+Karoly Vokins,8/6/1966,264-15-0668,47511,55,Private,151474,Bachelors,13,Never-married,Tech-support,Other-relative,White,Female,0,1590,38,United-States,<=50K
+Aundrea McCooke,2/16/1978,760-29-5888,38562,26,Private,132661,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,5013,0,40,United-States,<=50K
+Dotti Lightwood,2/7/1966,297-18-3623,68632,28,Private,161674,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Cal Stabler,8/13/1951,226-04-6763,50772,36,Private,62346,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Kirsti Skiplorne,7/19/1970,897-71-2364,25423,40,Private,227236,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Nathalia Jarrel,6/2/1999,659-50-0808,97843,19,Private,283033,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dodie Fabry,5/13/1984,790-82-4298,35313,63,Self-emp-not-inc,298249,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,10605,0,40,United-States,>50K
+Kane Fildery,5/24/1957,321-06-6165,45236,42,Private,251229,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Arch Meldrum,6/22/2009,596-33-6473,13645,76,Private,199949,9th,5,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,13,United-States,<=50K
+Libby Ambroisin,10/14/1977,772-83-2310,58140,23,State-gov,305498,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Virge Roussel,4/27/1971,395-91-5658,4212,38,Self-emp-not-inc,203836,5th-6th,3,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pam Prigg,7/31/1964,673-80-0608,32869,33,State-gov,79440,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,30,Japan,<=50K
+Feliks Ahmad,6/12/2003,388-16-4295,68983,48,Local-gov,142719,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Ina Lorans,9/15/1958,340-10-7404,12369,56,Private,119859,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,>50K
+Roxie Jutson,11/9/1964,377-98-9852,96775,32,Private,141410,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Hendrick Stiebler,4/17/2008,407-33-7188,41358,44,Local-gov,202872,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+Jilli Common,7/25/1991,835-49-4700,44876,27,Private,198813,HS-grad,9,Divorced,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Demetre Itzkovitch,3/13/1956,621-08-5334,52459,33,Federal-gov,129707,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Baxter Ashall,8/13/1978,765-02-0356,50853,22,Private,445758,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Filberto Rany,9/25/1975,889-12-7778,386,18,,30246,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Brad Catonne,6/15/2004,107-37-4788,5836,44,Private,173981,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Calhoun Scardifeild,4/28/2000,434-33-7671,72580,42,Private,108506,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+Grace Sodeau,5/9/2010,177-66-2812,64885,34,Private,134886,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Denver Cudmore,8/23/1990,107-93-5747,10943,45,Federal-gov,181970,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1672,40,United-States,<=50K
+Maurise Spick,2/11/2004,136-14-4871,38819,57,Self-emp-inc,282913,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Cuba,<=50K
+Nicolis Axston,3/27/1974,724-17-6542,96459,59,Local-gov,196013,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Danita Sperwell,7/4/1956,239-56-5011,21068,33,Federal-gov,348491,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+Staffard Burhouse,1/30/1963,487-52-8549,12185,52,Private,416164,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,49,Mexico,<=50K
+Addie Hurley,7/20/1952,768-52-6638,91691,17,Private,121037,12th,8,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Hugues Morigan,4/7/1980,607-56-2852,79171,29,Private,103111,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,Canada,<=50K
+Amie Sussams,1/12/2010,784-88-4787,26201,63,Self-emp-not-inc,147589,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,>50K
+Ephrayim Andriessen,2/15/2004,857-53-3827,28534,20,Private,24008,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,24,United-States,<=50K
+Kelwin Spellesy,7/25/1997,159-61-7245,92466,42,Self-emp-inc,123838,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Delbert Garrat,11/10/2007,885-29-2206,86813,50,Self-emp-not-inc,175456,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Hayward Brett,1/26/1975,543-28-0103,95178,55,Private,84774,HS-grad,9,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,30,United-States,<=50K
+Benedicto Aspole,6/25/1997,319-78-4018,78673,27,Private,194590,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,25,United-States,<=50K
+Dahlia Jago,12/4/1970,732-82-2441,14450,28,Private,134566,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Tiffy Balser,1/9/1998,898-76-8462,69377,55,Private,211678,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Cacilia Leger,3/27/1969,129-95-8692,6071,44,Federal-gov,44822,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Beniamino Robilart,3/3/1963,251-90-3797,86336,53,State-gov,144586,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Clarabelle Sedworth,5/16/1982,509-11-5903,76539,23,Private,119156,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ana Gotcliff,1/6/1958,504-01-2756,23849,25,Private,371987,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Fabiano Vivian,5/28/1957,846-11-3037,65404,44,State-gov,144125,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Law Faich,8/4/2012,829-18-4913,60531,55,Private,31905,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+Johnath Gipp,9/17/1971,839-58-8329,28831,48,Self-emp-not-inc,121124,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Kale Dubock,12/31/2001,564-49-5651,87117,46,Private,58126,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Claresta Christoffels,6/12/1997,766-05-0393,90875,26,Private,318518,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bertina Drake,11/13/2009,665-06-3484,56959,30,Private,296509,7th-8th,4,Separated,Farming-fishing,Not-in-family,White,Male,0,0,45,Mexico,<=50K
+Stavros Ruzek,6/9/1970,596-26-2975,37500,32,Private,473133,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Roch Mebes,2/5/1986,320-05-4158,40315,52,Private,155434,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Darby Cuddon,5/19/1991,753-04-2325,18376,52,Private,99185,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,50,United-States,>50K
+Shani Kliche,7/19/1997,690-10-3645,50054,39,Private,56648,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,47,United-States,<=50K
+Nadiya Towll,2/11/1951,879-83-3419,59116,57,Local-gov,118481,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+Gwen Coaker,9/15/2011,112-05-9603,17460,21,Private,321666,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,594,0,40,United-States,<=50K
+Ebonee Vlasin,4/27/1972,858-58-6817,68983,22,State-gov,119838,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Lindon Lobe,5/13/1973,730-89-8447,33616,26,Private,330695,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Charlton Janiak,10/5/2000,422-42-7032,55667,26,State-gov,58039,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Pepito Menichillo,11/17/1975,454-06-7984,29908,44,Private,313022,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,>50K
+Ariana Nuttey,1/26/1954,691-31-1492,92423,42,Private,178134,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Morry Crowch,3/7/1954,660-86-5034,29495,40,Private,165309,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+Alvin Knight,1/18/1953,130-05-5111,91388,22,Private,216181,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+Sonni Scripture,12/22/1960,316-83-1006,93298,62,Private,178745,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Conway Newborn,11/27/1985,162-19-5662,43488,44,Private,111067,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dannie Isack,12/10/2011,551-52-6350,89364,18,,163788,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Gian Blaszczyk,1/16/1982,289-75-5590,73207,33,Self-emp-not-inc,295591,1st-4th,2,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Christabella Shew,2/29/1988,285-11-6682,15776,45,Private,123075,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Hymie Ayling,4/9/1984,531-71-9703,16859,18,Private,78045,11th,7,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Goraud Kyd,12/31/1953,343-43-9362,63736,32,Local-gov,255004,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Natty Balma,10/18/1979,111-63-4530,49592,33,Private,254221,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+Saw Carus,12/13/1955,568-46-6559,18736,20,Private,174714,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,15,United-States,<=50K
+Nev Tough,6/16/1980,361-67-6921,56573,68,Self-emp-not-inc,450580,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+Domingo Shaw,1/9/2006,202-66-5553,92192,61,Private,128230,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Felita McGinly,5/17/1968,474-30-7715,79534,48,Private,192894,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Bevvy Dossit,11/24/1967,813-78-0339,64378,45,Private,325390,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Ailey Parmby,4/25/1964,329-99-4361,90625,36,Self-emp-not-inc,20333,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,7688,0,40,United-States,>50K
+Nial Valde,8/13/1998,674-06-8958,60285,32,Federal-gov,128714,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,32,United-States,<=50K
+Jecho Presland,12/25/2011,365-76-7080,99745,35,Private,170797,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jacquette Pay,2/1/1989,662-36-8006,29318,39,Private,269186,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Griselda Dulanty,1/19/1992,404-59-1677,1810,53,Private,127671,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Noelle Adamkiewicz,12/24/1954,226-15-0135,8510,30,Private,211840,Some-college,10,Separated,Sales,Unmarried,Black,Female,0,0,16,United-States,<=50K
+Adolph Madsen,11/4/1962,815-69-5338,97244,37,Private,163392,HS-grad,9,Never-married,Transport-moving,Other-relative,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Bonny Fruchon,7/15/1957,607-96-4788,9560,40,Private,201495,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Rea Joslyn,9/2/1951,409-60-5464,68215,25,Private,251854,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+Magdaia Peplaw,11/20/1971,454-22-5094,76516,41,Private,279297,HS-grad,9,Never-married,Sales,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+Lilas Lippo,10/6/1992,526-39-6371,91564,52,Self-emp-not-inc,195462,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,>50K
+Edan Brownbridge,3/31/1953,505-78-4733,96408,33,Private,170769,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Kacie Philcox,1/19/2003,162-03-5043,67975,28,Private,142443,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Darsey Champain,3/1/1995,715-89-7246,46248,25,Self-emp-not-inc,182809,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Hagen Baudin,6/17/1955,641-27-0422,56627,53,Private,121441,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Quintana Mehaffey,10/7/1996,378-78-1157,34586,44,Private,275094,1st-4th,2,Never-married,Other-service,Own-child,White,Male,0,0,10,United-States,<=50K
+Joelle Rankmore,3/2/1957,689-90-8515,85533,35,Private,170263,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Amity Axston,8/25/1982,799-59-3241,37814,38,Private,172571,Some-college,10,Divorced,Craft-repair,Own-child,White,Male,0,0,58,Poland,<=50K
+Reinold Daal,9/12/1968,530-03-4061,86037,34,Private,178615,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Cyb Burleigh,4/19/1970,291-60-2157,74030,33,Private,279524,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Renell Swyer-Sexey,11/16/1993,521-31-0346,13392,24,State-gov,165201,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,45,United-States,<=50K
+Buffy Fruchon,11/13/1954,409-61-6977,43586,65,Local-gov,323006,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,25,United-States,<=50K
+Nicky Mille,3/5/1979,150-41-2820,51511,29,Private,235168,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Terese Sandiland,2/16/2011,124-39-6155,27858,39,Self-emp-inc,114844,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+Denny Cunney,9/11/1971,144-37-5592,5771,46,Local-gov,216414,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Elinore Paliser,5/19/1982,343-25-6601,45144,37,Private,34378,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,2580,0,60,United-States,<=50K
+Griffin Konzel,7/30/1986,751-26-4955,19180,47,State-gov,80914,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,47,United-States,>50K
+Alex Lazell,12/25/2011,301-19-4650,32682,62,Private,73292,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Marrilee Yarnley,2/4/1972,434-88-8818,49761,54,Self-emp-not-inc,212165,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Dolph Crafts,9/25/2006,420-31-6519,41864,90,Private,52386,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,35,United-States,<=50K
+Mildred Dwelley,3/21/1989,340-15-2354,12776,33,Private,205649,Assoc-acdm,12,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Alec Chason,4/6/2002,588-11-3246,29650,57,Private,109638,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,45,United-States,<=50K
+Meggie Fretson,4/20/1997,236-09-8633,52612,25,Private,200408,Assoc-acdm,12,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Koralle McKeighen,10/10/1974,530-61-9200,40912,44,Self-emp-inc,187720,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Jessika Krienke,9/7/1952,869-99-7130,15567,52,Private,236180,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Claretta Reicharz,8/3/1959,120-32-4235,15840,21,Private,118693,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Friedrich McTiernan,6/18/1983,516-50-3001,5631,31,Private,363130,HS-grad,9,Never-married,Other-service,Unmarried,Black,Male,0,0,18,United-States,<=50K
+Jennine Fosdike,12/30/1970,461-11-1761,68227,39,Private,225544,Masters,14,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,Poland,<=50K
+Salvidor Baraja,1/13/2012,186-78-6266,31927,59,Federal-gov,243612,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Dacie Bambrick,5/5/1977,252-57-1081,74160,29,Self-emp-not-inc,160786,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Karisa Brickhill,9/13/1979,159-98-9332,72931,49,Private,234320,7th-8th,4,Never-married,Prof-specialty,Other-relative,Black,Male,0,0,45,United-States,<=50K
+Sibella Kissell,4/17/2009,109-74-0547,52815,34,Private,314646,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Brunhilda Weir,1/23/1954,761-86-4194,54467,22,Private,124971,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lacy Stenet,12/30/1972,758-46-7237,87344,32,Private,209184,Bachelors,13,Married-civ-spouse,Sales,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+Maible Dmitrovic,4/25/1978,270-81-3136,40453,39,State-gov,121838,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Darren Asel,9/27/2007,221-55-4379,88318,46,Private,265275,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Sorcha Rowbottam,8/24/1991,148-86-7156,95955,50,Private,71417,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+Stanwood Wooderson,7/30/1998,593-63-4094,15673,34,Private,45522,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Shay Ivanonko,12/18/2000,136-24-0858,10791,28,Local-gov,250135,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,55,United-States,<=50K
+Tanner McAvey,6/8/1978,265-41-9902,68119,18,Private,120283,12th,8,Never-married,Sales,Own-child,White,Female,0,0,24,United-States,<=50K
+Vannie Braisby,5/17/1955,364-62-1360,76935,20,Private,216972,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Devonna Wilbraham,1/3/1978,885-29-5585,28432,20,Private,116791,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,40,United-States,<=50K
+Mauricio Caush,8/11/1953,173-03-9751,85287,55,State-gov,26290,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,38,United-States,<=50K
+Merrel Shippey,9/28/1960,795-06-8752,11652,22,Private,216134,Some-college,10,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+Cairistiona Blaiklock,11/17/1991,391-48-7404,59795,60,Self-emp-not-inc,143932,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Grenville Trent,4/1/1961,453-71-6636,9405,40,Private,217120,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Jodi Gambles,7/18/1976,381-73-3377,50460,47,State-gov,223944,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+Lukas Thornborrow,2/17/1984,300-77-2827,16579,23,Private,185452,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,35,Canada,<=50K
+Gerrie Arkle,12/21/1967,227-28-7091,82635,57,Local-gov,44273,HS-grad,9,Widowed,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gregor Flewett,7/12/1999,828-91-0251,41653,52,Private,178983,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Torin Pote,10/27/1960,665-31-8278,28090,42,Private,219288,7th-8th,4,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Fred Mugleston,8/15/1984,389-64-5770,56226,25,Private,349190,Assoc-acdm,12,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Kelsy Willman,8/4/1987,799-60-1791,93602,49,Self-emp-inc,158685,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,2377,40,United-States,>50K
+Chico Merck,8/1/1982,204-41-8310,61516,41,Federal-gov,57924,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Letitia Kupker,5/14/1964,220-52-0953,6769,40,State-gov,270324,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,30,United-States,<=50K
+Matilda O' Mara,4/18/1971,495-84-9381,58179,38,Private,33001,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Arlena Grzeskowski,1/15/1994,611-43-2180,10929,58,Private,204021,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,Canada,<=50K
+Eartha Lanigan,3/6/1971,700-77-9668,69706,26,Private,192506,Bachelors,13,Never-married,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Terri Lebond,6/29/1962,590-43-4755,88143,57,Private,372967,10th,6,Divorced,Adm-clerical,Other-relative,White,Female,0,0,70,Germany,<=50K
+Kristina O'Garmen,2/22/1999,254-02-1293,81505,28,Private,273929,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1628,60,United-States,<=50K
+Philly Risen,2/22/1954,687-95-2126,2973,42,Private,195821,HS-grad,9,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Derrick Acory,12/24/1968,235-51-7730,69994,28,Private,56179,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,2174,0,55,United-States,<=50K
+Onfre Golton,1/25/2004,744-79-7476,18850,17,,127003,9th,5,Never-married,,Own-child,Black,Male,0,0,40,United-States,<=50K
+Cecilla Reightley,3/29/1973,461-94-2879,1337,39,Self-emp-not-inc,124090,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nickie Whissell,5/10/1956,338-14-5144,19790,28,Private,199600,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Fernandina Irving,4/22/1995,267-57-0277,34229,42,Private,255847,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,48,United-States,>50K
+Laverna Eckersall,3/23/2010,211-86-0263,53573,51,Self-emp-not-inc,218311,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,<=50K
+Zita Odcroft,10/7/1950,748-51-0730,86191,27,Private,167336,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+Blisse Dunnett,1/24/1982,142-78-3950,98730,41,Private,59938,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,43,United-States,<=50K
+Zachariah Pont,7/11/1986,315-73-1244,37315,28,Private,263728,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Florrie Cockerham,4/25/1981,256-56-4266,33290,54,Self-emp-not-inc,278230,Some-college,10,Divorced,Farming-fishing,Unmarried,White,Female,10520,0,30,United-States,>50K
+Cyrill Forlong,3/19/1967,863-72-0501,85583,73,,180603,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,8,United-States,<=50K
+Blondie Ebunoluwa,11/1/1956,792-69-1277,78751,49,Private,43910,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+Robby Bechley,8/31/1988,355-83-0587,38759,47,Private,190139,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Shayne Pauncefort,7/30/2012,707-55-5453,60850,27,Private,109001,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,49,United-States,<=50K
+Meryl Hagyard,10/17/1992,453-86-6818,3517,42,Local-gov,159931,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+Claire Epsley,11/24/1994,670-10-5675,53869,32,Private,194987,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Skyler Wallworke,1/8/1979,498-17-7348,99407,32,Local-gov,87310,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,41,United-States,<=50K
+Fleur Epsley,7/11/2011,150-38-4642,93536,27,Private,133937,Masters,14,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Cordy Carling,4/15/2011,424-76-3002,17036,29,Private,207064,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Robinetta Flowers,3/15/1953,763-01-8204,19942,22,Private,36011,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Olympe Scahill,7/21/1964,415-17-4876,46704,41,Federal-gov,168294,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,5178,0,40,United-States,>50K
+Mohammed Sowman,1/5/1984,115-42-2319,90453,49,Local-gov,194895,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,7298,0,40,United-States,>50K
+Way Dowsett,10/18/1958,268-98-1286,29291,58,Self-emp-not-inc,49884,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Barret Lownds,1/8/2002,453-95-0772,91641,41,Self-emp-not-inc,27305,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,7688,0,40,United-States,>50K
+Jyoti Thornthwaite,6/5/1977,232-98-4681,58221,26,Private,229977,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Felecia Wanden,1/31/1957,502-42-7644,3126,21,Private,64520,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Daron Perfitt,10/5/1978,167-21-9702,8264,32,,134886,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,2,United-States,>50K
+Martina Palay,10/28/1978,169-23-1111,73089,37,Private,305379,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Jermayne Hannaway,1/9/2005,423-71-9767,1732,23,Private,202284,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Georgie Noli,3/24/2005,715-62-9786,94996,42,Self-emp-not-inc,99185,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Evan McPherson,7/28/1978,887-99-8303,68111,25,Private,159662,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Male,0,0,26,United-States,>50K
+Samson Moncey,8/2/1999,477-42-9294,7844,67,Private,197865,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Salvador Jeppensen,2/17/2005,734-69-7342,15604,41,Local-gov,175149,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+Slade Guisler,6/30/1989,829-19-0814,65216,49,Local-gov,349633,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Risa Tournay,4/17/1971,162-81-5345,91014,36,Private,135293,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,1506,0,45,,<=50K
+Bradney Belt,2/10/1976,612-23-3836,5408,18,Private,242893,11th,7,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Kaleena Simnett,4/19/1991,152-58-6175,64759,25,Private,218667,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Baxter Warfield,3/13/1986,764-11-9137,38119,43,State-gov,144811,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Carmine Wallage,3/24/1990,807-26-5662,46460,38,Private,146091,Doctorate,16,Married-civ-spouse,Exec-managerial,Wife,White,Female,99999,0,36,United-States,>50K
+Lanny Noor,5/10/1968,774-10-3130,51424,21,Private,206861,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,,<=50K
+Lucie Hanselman,5/30/2009,335-54-2722,57967,65,Self-emp-not-inc,226215,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+Fleurette Atwood,3/4/1952,735-30-2910,96939,66,Private,114447,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Ariela Dorken,10/30/1966,847-68-1209,84188,33,Private,124187,11th,7,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,60,United-States,<=50K
+Tabitha Belhome,1/1/1963,734-44-7644,60563,51,Private,147954,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,3411,0,38,United-States,<=50K
+Kore Kee,8/17/1996,862-12-6352,98398,27,Self-emp-inc,64379,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+Magdalene Duckering,11/18/1997,547-36-8553,93572,17,Private,156501,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+Kameko Houtbie,7/29/2004,883-56-4640,75500,32,Private,207668,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+Mozes Saice,4/3/2004,718-43-6639,13506,61,,161279,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Krista Gress,3/16/1985,871-86-6257,68183,38,Private,225707,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Cuba,>50K
+Hervey Olenchenko,6/8/1964,852-69-5940,2124,43,Local-gov,115603,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Brantley Warnes,9/28/1989,579-89-9010,57953,40,State-gov,506329,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,>50K
+Sidnee Danneil,6/25/1967,239-82-1247,8949,63,Private,275034,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1740,35,United-States,<=50K
+Natal Pegg,3/24/2012,112-49-9530,99152,76,,172637,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,>50K
+Reba Bulmer,5/20/1967,291-05-2979,72157,42,Private,56483,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ashli Badrock,5/24/2009,659-13-1340,58485,43,Federal-gov,144778,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Phoebe Marciek,8/8/1989,895-50-6280,75457,76,Self-emp-not-inc,33213,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,,>50K
+Edsel Cinavas,9/5/1980,686-81-9008,37017,41,Local-gov,297248,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2415,45,United-States,>50K
+Van Gamlen,11/3/2011,410-78-9926,57509,17,Private,137042,10th,6,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+Jesselyn Ygou,9/2/1995,114-11-6094,79574,30,Self-emp-not-inc,33308,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Moselle Jost,11/3/1999,333-63-0806,38687,30,Private,158420,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,Iran,<=50K
+Benson Bilbery,7/9/1986,248-85-5677,5084,22,Private,41763,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Rochette Ortiga,10/5/1977,749-50-6359,38035,53,,220640,Bachelors,13,Divorced,,Other-relative,Other,Female,0,0,20,United-States,<=50K
+Zitella Eastway,1/26/1988,522-01-5570,4165,28,Private,149734,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,52,United-States,<=50K
+Carlyn Ghost,1/15/1997,496-86-9041,3719,25,,262245,Assoc-voc,11,Never-married,,Own-child,White,Female,3418,0,40,United-States,<=50K
+Winfield Eardley,4/26/1971,644-36-5608,86940,24,Private,349691,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Anjanette Joul,2/14/1983,483-20-3409,20078,47,Private,185385,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Boonie McConnell,8/26/1966,679-57-5826,39138,34,Self-emp-not-inc,174463,Assoc-voc,11,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Danette Coyett,11/9/1986,281-86-7490,31189,26,Private,236068,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,20,United-States,<=50K
+Leonardo Rowberry,3/13/1984,786-89-6044,41485,63,,445168,Bachelors,13,Widowed,,Not-in-family,Amer-Indian-Eskimo,Female,0,0,56,United-States,<=50K
+Othilie Haggish,11/2/1984,273-04-9363,85735,25,Private,91334,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,United-States,<=50K
+Brandtr Farryn,6/26/1984,890-82-1441,36667,28,Private,33895,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Laurie Kervin,8/18/1975,759-49-4420,63766,36,Private,214816,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Debi Heed,5/24/1978,653-84-4196,59112,24,Private,229773,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Mella Lux,9/8/1983,151-69-2756,68785,51,Self-emp-inc,166386,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,35,Taiwan,<=50K
+Andreas Betjeman,4/26/2000,827-08-4385,70734,44,Private,266135,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Nissie Headan,2/19/2002,820-33-5390,60726,18,Private,300379,12th,8,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+Jehanna Kid,4/23/1991,578-87-0044,31750,54,Federal-gov,392502,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Dalis Hof,2/9/2000,732-54-7199,64203,61,Private,73809,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gisele Ghilardi,7/5/1953,676-55-5524,71164,51,Private,193720,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Cybil Gipps,2/22/1969,628-37-8147,13370,43,Private,316183,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Byrom Passby,5/3/1982,605-01-7613,68655,51,Private,162944,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cooper Sanbrook,9/12/2002,319-33-1517,45734,50,Local-gov,186888,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+Errol Borsnall,1/21/1953,204-99-7979,65685,27,,330132,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Lanita Firmager,2/12/1981,430-38-9453,26090,24,Private,192017,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,30,United-States,<=50K
+Gawen Gecks,9/10/1974,264-47-6312,37231,20,State-gov,161978,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+Alanson Sowrey,10/12/1985,433-20-8633,89441,52,Private,202930,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Andee Hugonneau,9/29/1972,381-58-6585,977,57,Local-gov,323309,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fiona McConigal,2/12/1987,263-09-9165,46227,49,Self-emp-inc,197332,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Fairlie Maxted,7/19/2005,153-51-6955,56585,42,Self-emp-inc,204033,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,,<=50K
+Corella Sommerled,11/10/1971,629-85-2489,87527,22,Private,271274,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Derry Adcocks,2/4/1990,550-35-3080,56500,38,Private,174242,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Fionnula Jedrzejczyk,4/26/2001,702-07-9703,61496,21,Private,209483,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Emmalynne Redhead,8/11/1978,392-97-3821,26754,39,Federal-gov,99146,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,60,United-States,>50K
+Emilio Kermon,8/25/1957,242-91-1722,86831,52,Self-emp-not-inc,102346,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+Tymothy Greenmon,10/22/2002,249-79-1266,30162,25,Private,181666,Assoc-acdm,12,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Celle Germon,7/19/1972,225-97-5456,47470,50,Private,207367,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,White,Female,0,0,40,Cuba,<=50K
+Sayers Trussman,8/13/1966,222-35-3526,39302,35,State-gov,82622,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,<=50K
+Hillier de Aguirre,2/3/2007,174-16-8196,56619,50,Private,202296,Assoc-voc,11,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Web Spender,9/3/1993,711-49-3709,1496,58,Private,142182,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+Ware Odams,11/10/1968,168-62-2764,83003,48,Federal-gov,94342,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Neil Stead,12/27/1968,319-98-7196,34810,30,Private,41493,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,Canada,<=50K
+Mariam Hourihan,1/15/2004,716-79-6199,59380,18,Private,181712,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+Inger Lebell,12/23/1980,528-57-3709,75990,29,Self-emp-not-inc,164607,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Will Audritt,12/25/1967,542-21-9300,28201,52,Self-emp-not-inc,41496,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Barri Toseland,11/24/1991,714-55-2998,85985,63,Private,143098,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+Janot McMillan,5/17/1964,405-13-2180,26703,36,Local-gov,196529,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Dorothee Ceaser,9/13/1999,471-17-1121,83851,24,Private,157332,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Female,0,0,42,United-States,<=50K
+Justino Burgess,1/20/1953,617-66-6598,16234,30,Local-gov,154935,Assoc-acdm,12,Never-married,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Sal Cunnow,1/3/1992,786-47-7305,846,23,Private,223231,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+Jodie Joss,5/17/1972,246-75-0093,35148,35,,253860,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Olin Kesper,3/7/2004,298-85-2919,16786,21,Private,362589,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Adam Gethyn,6/27/1977,271-81-0443,53289,28,Private,94880,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,43,Mexico,<=50K
+Hilliard Fruish,10/11/1974,471-60-0820,75514,20,Private,309580,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Dare Titman,2/16/1994,238-87-4147,45485,18,Private,130389,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,20,Scotland,<=50K
+Rakel Pabelik,9/25/1964,417-14-9631,11300,21,Private,349365,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Ira Bangs,7/14/1977,802-51-6748,44116,27,Private,376936,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jessika Gilliam,8/31/1967,191-53-9938,34333,42,Private,179557,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Caroljean Stainfield,5/5/1977,862-19-6983,19404,21,Private,105577,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Bernadette Fremantle,3/23/1963,530-21-7186,86724,51,Private,224207,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Tymothy Rainon,3/29/1992,254-22-4548,45429,27,Federal-gov,47907,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gael Tommasuzzi,9/13/1956,530-60-7976,58989,23,Self-emp-not-inc,191283,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Blythe Chadderton,6/27/1974,529-37-8302,97710,57,Private,20953,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+Daisie Hundell,12/27/2004,536-74-0344,45363,22,State-gov,186569,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,12,United-States,<=50K
+Marguerite Trehearn,7/22/1976,672-86-2788,42071,59,Private,43221,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Chadwick Surby,3/31/1991,164-64-3873,526,38,Private,161141,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ashleigh Crighton,3/4/1960,416-07-6976,5695,20,Private,203003,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+Dannie Lytton,7/9/1959,763-38-0646,40531,90,Private,141758,9th,5,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Biddie Lozano,6/15/1952,887-43-6347,43427,35,Private,113322,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Starr Spreckley,1/25/2004,639-28-4292,14594,50,Private,343847,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,>50K
+Lelia Muzzollo,2/11/1971,478-38-0310,84888,45,Private,214068,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Storm Bedinham,6/27/1997,207-97-5208,69177,44,Private,116632,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Netty Greedier,1/24/1989,335-34-0418,45158,23,Private,240160,Assoc-acdm,12,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Shannen Harriagn,6/28/1970,369-53-3855,96643,34,Private,516337,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Britte Fenkel,4/30/1955,124-25-5513,62962,23,Self-emp-inc,284651,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Barthel Sketh,7/3/1968,357-01-2474,98625,39,State-gov,141420,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Martino Stitfall,9/3/2001,298-22-2892,807,19,Private,42750,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Clementia Meecher,3/24/1982,547-91-0075,70702,54,Private,165278,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Fonz Iggalden,1/16/1996,524-09-7879,13810,40,Private,167265,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,43,United-States,<=50K
+Jenilee Goor,3/1/1952,639-99-5884,75296,44,Private,139907,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,50,United-States,<=50K
+Mariska Spaxman,1/19/2009,799-51-1913,69946,31,Self-emp-inc,236415,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+Carroll Raeburn,2/16/1965,661-80-1019,33816,25,Private,312966,9th,5,Separated,Handlers-cleaners,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+Kermie Cockle,3/19/1987,419-81-2296,489,33,Private,118941,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,32,United-States,>50K
+Aeriel Lere,10/9/1972,639-03-3520,82867,32,Private,198068,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Wenona O'Duilleain,9/22/2009,359-81-1346,69199,36,Private,373952,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Willdon Sherme,10/25/1966,493-29-2350,88799,47,Self-emp-not-inc,236111,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,55,United-States,>50K
+Sara Gadsdon,10/10/1998,827-53-4626,78553,80,Private,157778,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Isak Winckles,7/11/1988,519-48-7285,58353,21,Private,143604,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,8,United-States,<=50K
+Nancie Greiser,7/16/2002,581-39-5760,97268,35,Self-emp-not-inc,319831,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Gretchen Capehorn,12/5/2002,392-87-3570,93820,77,,132728,Masters,14,Divorced,,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Frederica Stabbins,1/26/1952,735-06-1074,69182,30,Private,137606,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5013,0,40,United-States,<=50K
+Luella Tremblay,4/10/1988,161-05-1835,50294,35,,61343,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Flora Woolstenholmes,7/27/1967,289-92-8662,67840,49,Private,268234,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Reeba Nickolls,10/26/2003,730-72-1119,28420,33,Private,100135,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1740,25,United-States,<=50K
+Vonnie Rickesies,9/25/1951,759-07-4895,51706,53,Self-emp-not-inc,34973,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,45,United-States,<=50K
+Lucius Bolus,10/11/1964,462-74-8595,47742,41,Private,323790,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Male,0,0,55,United-States,<=50K
+Carlyn Reiling,6/29/1983,343-13-4685,14998,57,Private,319733,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Poland,>50K
+Alan Wing,3/26/1972,377-75-5878,35168,21,,180339,Some-college,10,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+Marysa Antoniades,1/24/1984,527-06-1799,51625,19,Private,125591,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Iona Mattusevich,6/3/1981,722-82-0995,96966,28,Private,60772,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+Winifred Furlong,5/17/1959,826-20-5827,25860,42,Federal-gov,74680,Masters,14,Divorced,Adm-clerical,Not-in-family,White,Male,0,2001,60,United-States,<=50K
+Daffi Mewburn,4/13/1994,261-77-1801,84875,29,Self-emp-not-inc,141185,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+Ron Debling,6/8/2000,178-42-9315,85067,38,,204668,Assoc-voc,11,Separated,,Unmarried,White,Female,0,0,25,United-States,<=50K
+Jennie Sutliff,9/19/2004,814-29-8571,22535,26,Private,273792,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Mylo Bernhardsson,6/19/2003,788-24-7559,97786,41,Private,70037,Some-college,10,Never-married,Craft-repair,Unmarried,White,Male,0,3004,60,,>50K
+Madelin Shillum,2/26/2009,106-71-4591,48503,40,Private,343068,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Duane Stonuary,6/3/1965,444-10-7162,27499,36,Self-emp-not-inc,177907,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Niels Cheesman,10/10/1997,675-24-9139,17280,28,Private,144063,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Randy Freezer,1/17/1958,711-95-8835,85391,25,Self-emp-not-inc,257574,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+Bayard Matthieson,9/2/1961,204-13-4455,99024,42,Self-emp-not-inc,67065,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Maggi Gibbe,5/3/1997,380-76-7440,41847,32,Private,183356,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Korry Balfe,7/27/1960,672-02-9009,16378,32,Private,152940,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Morissa Aim,5/9/1994,804-53-9384,43321,37,Private,227128,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Valentijn Feeham,1/31/1955,617-46-7811,10816,39,Local-gov,45607,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,56,United-States,<=50K
+Sheffie Deakan,2/6/1955,130-67-4893,4476,49,Private,155489,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Emmett Scurry,9/22/1976,526-04-1559,93530,28,,230704,HS-grad,9,Never-married,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Grant Broxis,12/16/1968,420-93-7150,1492,24,,267955,9th,5,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Genny Ancell,7/2/1967,472-95-5097,92021,19,Private,165115,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Stephen Dudny,9/8/1957,396-99-0802,20732,31,Private,49923,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Sumner Lygo,6/18/1997,783-48-9680,5709,40,Private,272240,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Antonin Hutcheson,5/23/1951,178-32-4831,31114,29,Private,255476,7th-8th,4,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,Mexico,<=50K
+Yves Swinnard,5/3/1996,575-54-2839,92472,59,Private,194290,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+Virgilio McKearnen,2/11/2009,248-38-9190,50579,52,Private,145548,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Abagail Golborne,3/22/2001,812-63-6210,94743,27,Private,175262,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Linzy Hedgeman,5/8/1991,388-85-1206,11283,45,Local-gov,37306,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Gretal Nesterov,9/15/1995,404-39-1999,43840,58,Private,137547,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Tiphany Betjeman,11/14/1960,539-57-7473,6571,53,Private,276515,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,Cuba,<=50K
+Bryon Wyer,5/31/2001,468-43-6864,11500,23,Private,174626,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+Frances Maleham,3/1/1993,696-18-1293,37965,35,Private,215310,11th,7,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+Allis Piquard,2/5/2002,718-55-6688,87657,49,Private,332355,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Arch Eckels,9/23/1981,890-96-1709,85854,49,Private,204057,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Goddard Jirousek,2/15/1998,469-19-1403,78844,25,Private,391591,12th,8,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hewet Vlasov,11/8/1997,125-96-7828,84446,47,Private,169092,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,>50K
+Russ Luto,1/6/1995,455-49-4271,84217,28,Private,230743,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Aimee Huntar,3/17/1968,657-46-3122,34607,20,Private,190963,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Faustine Crome,3/17/1973,858-45-8316,48611,74,,204840,5th-6th,3,Married-civ-spouse,,Husband,White,Male,0,0,56,Mexico,<=50K
+Binnie Burnyeat,1/2/1991,156-16-2322,39166,19,Private,169853,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,24,United-States,<=50K
+Clevey Vlasin,11/17/1982,355-57-1967,31494,28,Private,212091,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2580,0,40,United-States,<=50K
+Roy Cornelis,11/2/2006,417-59-7687,62898,31,Private,202822,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ami Drew-Clifton,4/27/1985,376-30-3992,9344,61,,226989,Some-college,10,Married-spouse-absent,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Briney Waberer,12/12/1951,553-40-0669,22179,30,Private,140011,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,53,United-States,<=50K
+Mannie Benoey,3/2/1956,152-67-3910,11898,20,,432376,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,Germany,<=50K
+Reba Michieli,3/29/2011,476-21-2091,27685,35,Private,90273,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,,>50K
+Caresse Muskett,7/19/1970,860-66-7133,63286,23,Private,224424,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Cynthia Janssens,7/10/1961,419-97-7830,80434,25,Private,168943,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+Simona Slessar,12/21/2010,437-99-8676,89973,19,Private,571853,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Lorne Tax,3/11/1985,717-80-5072,27337,30,Private,156464,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+Dougy FitzGeorge,6/22/1988,130-21-1952,87144,26,Private,108542,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,35,United-States,<=50K
+Vivien Batcheldor,9/3/1994,436-74-6784,20918,34,Local-gov,194325,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Druci Sparrow,2/16/1981,404-25-3969,5357,49,Private,114797,Bachelors,13,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Gerda Mardoll,12/28/2007,162-76-0552,1607,35,Private,40135,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2042,40,United-States,<=50K
+Alasteir Hardwell,9/19/1987,272-15-4833,25650,38,Private,204756,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Marci Hallibone,9/12/1983,294-06-1219,98056,36,Private,228190,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,20,United-States,<=50K
+Corinna O'Bruen,6/7/1954,763-77-5308,15556,33,Private,163392,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,>50K
+Lisha Haggidon,8/12/2011,603-08-5539,45268,54,Private,138845,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dollie Soots,7/27/1957,457-58-5216,56613,19,Local-gov,169853,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Jennica Gebhard,5/4/1982,129-68-5894,87658,18,Never-worked,206359,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Annabella Densham,1/3/2000,498-71-4800,65260,60,Private,224097,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Riannon Brotherhood,1/1/1990,477-47-4439,9295,28,Self-emp-not-inc,160786,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Massimo Markushkin,9/13/2003,458-56-0586,60528,43,Self-emp-not-inc,190044,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Annis Newbatt,3/1/2002,149-41-2293,43434,49,Local-gov,145290,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Mariam Pincked,7/23/1983,118-13-9550,81415,25,Private,120268,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,70,United-States,<=50K
+Elsi Fotitt,6/9/2001,708-41-2465,79766,17,Private,327434,10th,6,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Catie Blankau,9/14/1950,747-79-3789,31742,41,Self-emp-inc,218302,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Brigida Baggiani,7/23/2003,839-45-0552,37053,30,Private,1184622,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,35,United-States,<=50K
+Roseline Stollenhof,6/12/1982,560-07-9017,95308,90,Local-gov,227796,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,20051,0,60,United-States,>50K
+Lura Brewis,6/4/1958,412-27-0436,18225,25,Private,206343,HS-grad,9,Never-married,Protective-serv,Other-relative,White,Male,0,0,40,United-States,<=50K
+Caryn Nortunen,6/21/1971,283-54-3581,6350,27,Private,36851,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+Lance Pill,9/22/1984,379-16-9295,1098,29,Private,148550,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Wilfrid Michal,8/26/2010,347-74-5597,66674,55,Private,157079,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,,>50K
+Quintin Goreway,7/25/1976,279-77-0794,64615,31,Federal-gov,142470,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Nelle Iban,7/2/1976,664-78-9421,40366,43,Private,86750,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,99,United-States,<=50K
+Benedetta Willcox,8/31/1969,897-02-6039,69327,63,Private,361631,Masters,14,Separated,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,>50K
+Ludovico Bulfoy,5/21/1975,216-72-4180,80112,46,Private,163229,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Myrah Doiley,2/19/1967,334-51-2961,99508,59,Private,179594,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Lalo Kairns,1/16/1957,474-09-4357,50100,42,Private,254773,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,50,United-States,>50K
+Lanae Ferryman,7/21/1962,610-48-4125,5361,26,Private,58065,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Elane Quinsee,2/8/2000,843-70-9709,61863,26,Private,205428,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Tracy Galland,8/10/1963,370-21-4023,63615,20,,41183,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+Brianna Tyhurst,10/12/2005,402-80-3411,21555,19,,308064,HS-grad,9,Never-married,,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Glad Domaschke,4/15/1992,375-59-7204,41717,61,Private,173924,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Puerto-Rico,>50K
+Chantal Simeon,10/16/2007,409-39-4952,75717,23,State-gov,142547,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Kirk Butler,3/21/2006,764-29-7471,489,24,Private,119704,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Sanson Teffrey,8/27/1996,296-30-6471,47823,35,Private,275364,Bachelors,13,Divorced,Tech-support,Unmarried,White,Male,7430,0,40,Germany,>50K
+Gustavus Mutch,5/22/2005,636-77-0146,43054,42,Self-emp-not-inc,207392,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,12,United-States,<=50K
+Sadye Vickery,8/25/2006,235-19-4420,56882,31,Private,147215,12th,8,Divorced,Other-service,Unmarried,White,Female,0,0,21,United-States,<=50K
+Silvie Craigs,6/24/1971,201-51-2373,60494,31,Private,101562,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,55,United-States,<=50K
+Emmalee Shearsby,8/19/2002,272-08-5691,13719,63,Private,216413,Bachelors,13,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Will Barrowcliff,11/5/2009,345-95-9329,13595,29,State-gov,188986,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,1590,64,United-States,<=50K
+Archy Poole,9/10/1996,329-93-8087,63724,43,State-gov,52849,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Findley Magowan,2/27/1965,656-74-8749,13935,22,Private,304710,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,10,Vietnam,<=50K
+Barrie Fadell,2/17/1974,296-61-1093,23084,17,Private,265657,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+Gard Netti,6/11/2011,701-80-5508,3639,23,Self-emp-not-inc,258298,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,2231,40,United-States,>50K
+Giffie Bleyman,8/19/1951,239-52-4185,19224,35,Private,360814,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Stanley Woofendell,1/18/1968,600-67-5685,15927,32,Private,53260,HS-grad,9,Divorced,Other-service,Unmarried,Other,Female,0,0,28,United-States,<=50K
+Lori Braidley,4/17/1958,740-69-1486,61537,50,Self-emp-inc,127315,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Sayers Renzullo,6/10/1972,582-21-0132,38331,25,Private,233777,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,,<=50K
+Wallie Fitchew,6/25/2004,499-79-5913,35833,26,Local-gov,197530,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Hugues Magnay,4/29/1964,609-95-8090,91350,32,Private,340940,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Adriana Excell,9/7/1999,759-72-6115,5407,29,Private,88432,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Sonnie Grinaugh,3/20/1972,472-08-6121,38050,57,Private,183810,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Ginnie D'eathe,11/20/1968,321-30-4567,65527,90,Private,51744,Masters,14,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,50,United-States,>50K
+Hedvig McDermot,1/3/1977,130-13-5083,25805,35,Private,175614,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+Millie Kirkness,10/1/1981,303-36-1088,69724,31,Self-emp-not-inc,235237,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+Ileana Stubbert,2/7/1976,543-30-8669,11765,60,Private,227266,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+Pieter Sammonds,7/6/1969,764-76-7223,10117,21,Private,146499,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,0,1579,40,United-States,<=50K
+Hendrick Langcaster,4/3/1966,557-93-8778,54085,71,Local-gov,337064,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dougie Dunlap,5/17/1994,142-05-5086,27130,22,Private,141003,Assoc-voc,11,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Catriona McArtan,6/13/1975,768-44-4955,19777,50,Local-gov,117791,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Stavros Romayn,12/23/1988,279-70-2892,16015,37,Private,172846,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Floris Fortnam,9/13/1989,883-84-6654,34529,23,Private,73514,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Almire Janiak,1/8/2006,891-99-1824,2159,74,Private,211075,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+Fidela Brecknock,8/6/1982,270-21-5313,76204,67,Private,197816,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1844,70,United-States,<=50K
+Merle Mahaffey,1/10/1986,565-41-1682,34879,59,Private,43221,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+Barnett Jersh,9/26/1966,347-16-3008,44093,28,Private,183780,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1740,40,United-States,<=50K
+Laurene O'Loinn,2/5/1998,708-04-9725,34936,45,Private,26781,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Giraldo Uridge,10/27/1986,767-12-6018,8343,63,Self-emp-not-inc,271550,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+Brandais Stihl,3/29/1956,385-19-7535,17998,39,Private,250157,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,63,United-States,<=50K
+Tremayne Osmant,10/8/1982,447-25-6833,19464,33,State-gov,913447,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Harrie Corke,3/23/1962,760-91-5860,93640,32,Private,153078,Bachelors,13,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Duncan Baumler,5/17/1999,336-05-1603,34610,34,Private,181091,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+Cam Gaffer,5/17/2008,878-58-5052,88619,39,Private,231491,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+Estell Cammacke,3/6/2002,245-70-2662,85005,29,State-gov,95423,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,36,United-States,<=50K
+Melany Crosseland,10/12/1994,133-38-5594,19467,22,Private,234663,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Tiphany Huertas,5/16/1997,219-65-7059,95593,53,Private,283602,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,13550,0,43,United-States,>50K
+Teodorico Fairholm,1/23/2011,457-59-2396,26609,46,Private,328669,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,<=50K
+Urbano Milkeham,9/16/2007,806-78-9812,32335,51,Private,143741,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+Minnnie Rennocks,9/26/1980,444-64-2384,8876,44,Private,83508,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Female,2354,0,99,United-States,<=50K
+Obie Scarratt,7/22/1959,280-17-2594,3822,56,State-gov,81954,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Darice D'Cruze,10/5/1961,715-60-9689,62688,27,Private,261375,Bachelors,13,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Elwira Dowdney,3/13/1971,623-63-9442,48185,52,Private,310045,9th,5,Married-spouse-absent,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,30,China,<=50K
+Karissa Bransden,10/17/1951,683-97-8175,254,39,Private,316211,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Olenolin Bussey,12/23/1994,754-25-4095,98723,45,Federal-gov,88564,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Arlee Daybell,12/30/1965,189-02-1747,15482,37,Private,61299,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Arnold Basant,8/14/2003,210-82-1348,33258,33,Private,113364,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Consalve Goering,10/19/2000,775-44-8458,71088,35,,476573,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+Hilario Eydel,4/21/1976,858-38-4438,3679,46,Private,267107,5th-6th,3,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,45,Italy,<=50K
+Gail Corran,12/5/1970,339-65-1811,55990,35,Private,48123,12th,8,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,50,United-States,<=50K
+Kelcy Long,2/7/1962,642-10-2777,97228,33,Private,214635,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,<=50K
+Rochester Castanho,5/24/1971,346-62-3274,95468,48,Private,115585,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Anders Chateau,5/27/1994,221-09-5981,68691,32,Private,194141,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+Carlin Ruger,12/24/2009,229-26-1063,58130,18,,23233,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Clerissa Edgeson,7/12/1969,391-76-1901,67334,20,Private,89991,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+Simeon Braikenridge,2/16/1986,400-99-7061,31784,35,Private,101709,HS-grad,9,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,60,United-States,<=50K
+Percy Nast,12/28/1983,869-48-6825,29526,19,Private,237455,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,25,United-States,<=50K
+Adriana Chappel,12/9/1960,674-98-9696,96653,21,Private,206492,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,,<=50K
+Griffin Houltham,11/30/2009,619-33-8649,68356,56,Private,28729,11th,7,Separated,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Byrom Roskeilly,7/27/1984,725-35-4980,45756,28,Private,153475,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,16,El-Salvador,<=50K
+Alikee Dusting,8/14/2000,486-47-2652,78484,45,Private,275517,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tawnya Blaszczak,7/20/1970,306-36-8773,3058,32,Private,128002,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,45,United-States,<=50K
+Arleta Juggins,4/21/1982,873-82-6975,5524,44,Private,175485,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,12,United-States,<=50K
+Jenelle Quiney,11/21/1975,642-49-4475,9142,55,Private,189664,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Rebeca Jannequin,9/17/1985,826-14-4377,86389,34,Private,209808,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Johnna Meadway,6/29/1958,314-46-5863,76077,33,Private,176992,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Elnore Lotte,7/20/1972,857-73-0508,65191,36,Private,154669,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+Art Morrill,11/27/1963,409-37-6067,89440,25,Private,191271,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Tuesday Fine,10/5/1997,197-12-2260,57935,28,Private,375482,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Beryle Elsmore,3/3/1971,509-69-5014,22855,39,Private,102953,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7298,0,55,United-States,>50K
+Oswald Duggary,7/2/1960,598-82-1819,87191,53,Private,169182,10th,6,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,0,0,40,Columbia,<=50K
+Nichole Fullegar,6/3/1999,477-25-1022,77747,47,Private,184005,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,3325,0,45,United-States,<=50K
+Maryanne Leamon,12/17/1965,323-54-8582,65251,49,Self-emp-inc,30751,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Loise Lorroway,4/21/1986,280-68-8503,66044,22,Private,145477,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Marne Geertz,7/29/1964,196-37-3612,70370,31,Private,91964,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+Del Burree,8/6/1953,169-28-4774,30852,44,Self-emp-inc,49249,Some-college,10,Divorced,Other-service,Unmarried,White,Male,0,0,80,United-States,<=50K
+Kellie Wastie,12/17/1959,831-41-8124,6014,19,Private,218956,HS-grad,9,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Glen Rayner,5/1/1996,737-54-4671,15861,37,Self-emp-not-inc,241306,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Remington Leyshon,7/26/2010,707-03-1860,35321,60,,251572,HS-grad,9,Widowed,,Not-in-family,White,Male,0,0,35,Poland,<=50K
+Wilton Stockell,10/1/2005,706-01-8118,59589,23,Private,319842,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+Nance Bosward,10/31/1953,842-88-9762,39976,44,Private,332401,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,65,United-States,>50K
+Joellen Gaspard,8/19/1982,746-45-7248,36246,54,Local-gov,182388,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+Chrissie Channing,5/22/1966,662-96-1128,28548,23,Private,205939,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,38,United-States,<=50K
+Torre Larter,8/14/1963,258-34-8509,60124,21,Private,203914,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+Lelah Parken,1/14/2000,366-76-4345,98045,19,State-gov,156294,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,25,United-States,<=50K
+Madelene Joseff,8/28/1978,760-62-5646,58379,51,Private,254211,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,>50K
+Pascale Fewtrell,2/11/1996,131-82-6512,47992,41,Private,151504,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+Estevan Brumby,5/6/1958,592-02-4852,57451,61,Private,85548,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,18,United-States,>50K
+Elli Gotch,8/4/1974,618-75-9132,93237,19,Self-emp-not-inc,30800,10th,6,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Clemente Wilsone,1/25/1952,719-68-9214,9665,22,Private,131230,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Corry Van Waadenburg,8/26/1994,105-60-1345,8844,22,Private,61850,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mathias Falla,7/27/1965,857-27-3352,31741,49,Private,227800,7th-8th,4,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,32,United-States,<=50K
+Barbra Bathoe,10/19/1974,247-96-9163,1667,35,Private,133454,10th,6,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Merna Jendrusch,9/4/2007,324-63-1531,70090,38,Private,104094,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Zebadiah O'Kerin,2/12/2005,412-76-6100,23170,29,Private,105422,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Glenn Elvidge,9/18/1950,702-03-6825,41310,56,Private,142182,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Raynard Managh,1/24/2008,339-39-0496,99676,41,Private,336643,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,80,United-States,<=50K
+Shawnee Grane,12/4/1989,888-13-7183,11575,62,Self-emp-inc,200577,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Deva Samwyse,8/9/1961,439-85-0530,53100,27,Private,208703,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Japan,<=50K
+Juieta Messom,12/6/1960,620-09-4420,75229,55,,193895,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,40,England,<=50K
+Garry Lindwasser,8/9/1988,676-70-7768,68388,25,Private,272428,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,4416,0,42,United-States,<=50K
+Masha Ternent,1/27/1953,467-98-3046,79573,33,Private,56701,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,75,United-States,>50K
+Holden Deek,12/24/1980,203-34-1433,62450,26,Private,288592,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Maggi Phizakarley,5/4/1964,160-65-9804,66190,43,Private,266439,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,45,United-States,<=50K
+York Warlton,8/28/2011,736-33-1837,98858,53,Federal-gov,276868,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Verge Legat,2/22/1999,557-26-9342,97716,43,Private,131435,Bachelors,13,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Marti Aldhous,5/15/1975,405-37-4774,67819,56,Private,175127,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,35,United-States,<=50K
+Eleonora Eastby,7/9/2005,892-68-4276,82634,25,Private,277444,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Minerva Renhard,10/25/1957,550-36-7243,86519,60,Private,63296,Masters,14,Divorced,Prof-specialty,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Drucill Yearnsley,9/4/1969,255-91-6070,3292,28,Private,96337,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lura Epton,5/18/1993,439-47-5282,94414,21,Private,221955,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,40,Mexico,<=50K
+Dorris Pinching,7/4/1984,848-65-4120,94006,40,Private,197923,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,2977,0,40,United-States,<=50K
+Joella Perview,4/9/1968,209-51-2298,73083,29,Private,632593,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Wylma McPeake,7/28/1966,448-05-8850,69069,20,Private,205970,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,25,United-States,<=50K
+Bertha Corrison,2/24/1963,443-07-8793,21473,25,Private,139730,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,80,United-States,>50K
+Mariquilla Kingsnorth,8/25/1998,585-01-5057,15804,18,Private,201901,11th,7,Never-married,Sales,Own-child,White,Female,0,0,10,United-States,<=50K
+Marlena Ollerhad,7/23/1995,818-81-2934,78288,32,State-gov,230224,Assoc-acdm,12,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,<=50K
+Yelena Strond,9/29/1974,602-23-3942,65101,27,Private,113464,1st-4th,2,Never-married,Other-service,Own-child,Other,Male,0,0,35,Dominican-Republic,<=50K
+Meggi Baton,4/23/1999,202-12-9446,3042,48,Private,94461,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,16,United-States,<=50K
+Janith McKie,11/11/2010,307-24-9709,33959,20,Private,271379,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Lyndel Kynnd,8/28/2003,507-69-8839,1696,55,Private,231738,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,England,<=50K
+Abbey Lagne,5/4/1967,330-62-0486,74327,33,Local-gov,198183,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Gill Reace,1/9/1999,422-98-8313,59116,21,State-gov,140764,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+Emmalynne Baume,3/16/1974,722-45-2860,73808,43,Self-emp-not-inc,183479,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,30,United-States,<=50K
+Cecily Keetch,10/24/1989,782-83-8621,64142,35,Private,165767,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Cherish Tubritt,6/18/1975,815-47-2521,2240,39,Local-gov,139364,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Lorena Scobbie,5/13/1998,710-04-9125,38478,19,Private,227491,HS-grad,9,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Barton Harrell,7/30/2000,102-37-7857,10848,25,Private,222254,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Indira Shank,8/25/1989,304-64-9781,75150,44,Private,193494,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,72,United-States,>50K
+Tammie Konmann,1/13/1959,586-81-7695,65871,27,Private,29261,Assoc-acdm,12,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Ranna Farden,12/16/1968,421-05-3095,56965,39,Private,174368,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Raphael Kneeshaw,12/22/1987,733-45-5436,67733,69,Private,108196,10th,6,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Sauncho Coram,1/4/1990,698-63-2621,71035,34,Private,110622,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Baudoin Pentycross,5/7/1961,226-06-5858,10577,20,,201680,Some-college,10,Never-married,,Own-child,White,Male,0,0,35,United-States,<=50K
+Moshe Lamborn,12/19/2005,379-04-8823,40937,37,Private,130277,5th-6th,3,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Colin Dunphie,8/22/1988,415-45-8168,70660,43,Local-gov,98130,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,39,United-States,<=50K
+Hoebart Shorto,12/31/2011,463-76-1997,25389,62,,235521,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,48,United-States,<=50K
+Wald Gilbride,5/18/1974,428-78-6829,9073,34,State-gov,595000,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,0,40,United-States,>50K
+Germain Jerred,9/12/1996,715-17-1984,6190,31,Self-emp-not-inc,349148,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Rebeka Chimes,5/22/1972,618-43-6709,32284,42,State-gov,117583,Doctorate,16,Divorced,Prof-specialty,Not-in-family,White,Female,8614,0,60,United-States,>50K
+Nate Farnham,8/27/2002,536-55-4737,11744,26,Private,164583,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Ric Lampitt,11/30/1991,207-37-7098,14117,39,Private,340091,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,75,United-States,<=50K
+Roobbie Kliner,10/5/1980,650-29-2098,16592,25,Private,49092,Bachelors,13,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Annamarie Sands-Allan,9/13/1951,582-49-6633,37868,54,Local-gov,186884,Some-college,10,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,30,United-States,<=50K
+Giffie Worg,6/15/2005,353-25-6223,55851,44,State-gov,167265,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Dierdre Hardacre,7/1/1967,457-54-1643,62796,34,State-gov,34104,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,38,United-States,>50K
+Bailie Manwaring,11/3/2004,501-92-3412,46900,21,Self-emp-inc,265116,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Corenda Petheridge,3/11/2006,470-38-8521,44055,50,Private,128378,5th-6th,3,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,55,,<=50K
+Rafa Hamsley,5/22/1967,500-36-9693,91386,33,Private,158416,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lynelle Beek,4/24/1975,342-64-5021,12954,40,Self-emp-inc,169878,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Royce Houson,1/25/1953,294-70-5703,66649,44,Private,296728,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Jami Pendergrast,12/13/1955,781-07-2539,95279,33,Local-gov,342458,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Gorden Doerrling,7/29/1971,772-34-7910,46915,21,Local-gov,38771,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Engelbert Dullard,12/8/1957,148-90-2471,65390,35,Self-emp-not-inc,269300,Bachelors,13,Never-married,Other-service,Not-in-family,Black,Female,0,0,60,United-States,<=50K
+Gertrud Huckfield,3/29/1961,528-35-9979,97388,43,Private,111483,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+Winny Kitto,3/10/1965,704-63-8675,47864,57,,199114,10th,6,Separated,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Clevey Bemment,12/27/1996,349-08-8505,14965,51,Local-gov,33863,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Candida Ritzman,5/30/1965,803-66-1265,70611,29,Private,132874,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tally Beenham,9/27/1963,543-45-0407,3114,51,Local-gov,277024,HS-grad,9,Separated,Protective-serv,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Muire Deeney,11/9/1959,123-69-0621,27836,35,Private,112160,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Penelope Itzhaki,7/2/1962,459-94-9216,11871,18,Private,703067,11th,7,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Giles Streatley,3/27/1995,524-38-6865,32248,58,Private,127264,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Bamby Handrock,12/5/1975,848-29-3038,35475,57,Self-emp-inc,257200,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Dillie Horsburgh,6/17/1959,432-77-2008,23911,19,Private,57206,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Leona Hurl,6/23/1989,794-04-9139,69051,37,Private,201319,Some-college,10,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Venita Poure,4/5/2007,401-63-6991,63306,38,Private,114079,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+Tabbie Hairesnape,3/18/1958,660-60-1786,91885,45,Private,230979,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ikey Woolsey,10/10/2003,732-55-9505,27944,27,Private,292472,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Cambodia,>50K
+Tad Kuhlmey,12/14/1971,246-36-5213,11541,64,,286732,7th-8th,4,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ardyce Eagle,6/17/1981,145-08-1921,75420,38,Local-gov,134444,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,<=50K
+Katerina MacCheyne,11/14/1972,726-31-7202,38087,30,Private,172403,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Brad Caig,1/19/1982,412-02-7432,8897,46,Private,191357,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Barbie Hallihan,7/19/1999,216-56-7380,99764,18,,279288,10th,6,Never-married,,Other-relative,White,Female,0,0,30,United-States,<=50K
+Garvy Dutt,11/3/1960,402-59-7232,76463,60,Private,389254,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Ingemar Sherrock,7/6/1957,708-16-3117,77190,30,Private,303867,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Gianna Kohring,6/13/1961,851-97-7616,77359,47,Private,164113,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,7688,0,40,United-States,>50K
+Sammy Tweedle,10/14/2003,795-16-6176,46270,39,Private,111499,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Zacharias Shawley,10/6/1976,645-24-9156,4448,42,Private,266084,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,45,United-States,>50K
+Olive Kensitt,7/12/1975,197-95-9827,65588,27,Private,61580,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Aurel Broadis,7/12/1951,444-73-2591,61253,44,Private,231348,Some-college,10,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alanah Tombling,8/9/1961,860-73-8947,17767,33,Private,164748,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Jozef Tabourin,7/20/2006,164-86-8447,23261,54,Private,205337,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+Sandi Clingoe,10/27/2010,258-51-3465,25097,58,Self-emp-not-inc,54566,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+Delinda Quarles,11/16/1964,147-37-8322,65369,45,Private,34419,Bachelors,13,Never-married,Transport-moving,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Robin Bordone,8/22/2005,160-79-7045,57731,59,Private,116442,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Godiva Clere,5/14/2005,561-50-6521,22640,29,Private,290740,Assoc-acdm,12,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Marthe Fitzroy,4/5/1958,209-68-6827,86109,27,Private,255582,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Isidro Fellgett,1/11/1975,217-62-0870,38792,44,Private,112517,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,>50K
+Aliza Vidler,4/9/1992,849-19-9837,11972,44,Private,169397,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Modesty Peasnone,9/29/1978,208-41-8461,21554,33,Private,172664,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,>50K
+Ginelle Ledgerton,10/16/1958,390-31-2210,59911,27,Private,329005,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Thedric Grichukhanov,3/31/2005,653-67-6619,17978,33,Private,123253,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Fletch Trainer,1/30/2006,112-80-9590,44962,55,Private,81865,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Gates Alexander,11/16/1950,113-11-1478,47208,32,Self-emp-not-inc,173314,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,60,United-States,<=50K
+Darda Entres,7/25/1980,815-08-6733,20516,31,Private,34572,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+Andria Stillwell,11/20/1950,525-85-2824,91741,57,Self-emp-inc,159028,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,60,United-States,>50K
+Marcia Sedge,9/16/1951,305-99-1995,40465,30,Private,149184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Tresa Maytom,7/12/1959,633-60-0254,29597,78,,363134,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+Urbano Halford,3/5/1966,513-46-5699,52847,28,Private,308709,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Polly Simmonett,9/13/2003,662-44-3299,58695,30,Self-emp-not-inc,257295,Some-college,10,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,0,2258,40,South,<=50K
+Dusty Baulch,5/15/2002,348-23-0905,92771,29,Private,168479,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Ruthy Stookes,12/23/1998,572-68-3841,3099,66,Private,142501,HS-grad,9,Never-married,Other-service,Other-relative,Black,Female,0,0,3,United-States,<=50K
+Ozzie Leate,11/15/2003,560-93-9413,32310,60,Private,338345,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Roxi Nutton,9/8/1974,781-31-2425,92477,31,Private,177675,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Aile Blemen,11/7/2004,853-86-1572,34225,26,Private,262617,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,2597,0,40,United-States,<=50K
+Alvera Grushin,3/28/1993,540-18-2557,89468,24,Private,200997,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+Lorena Treadaway,8/3/2005,279-19-1510,50241,29,Private,176683,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+Fair McAvey,8/12/1989,291-72-0848,64863,44,Private,376072,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Gussy Balnave,12/12/1950,480-38-6892,43815,34,Local-gov,177675,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Chere Ortes,9/19/1966,216-84-3478,24997,59,Private,348430,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,43,United-States,>50K
+Etheline Hart,9/28/2005,830-46-1513,54573,23,Private,320451,Bachelors,13,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,0,0,24,United-States,<=50K
+Jacquelynn Westrey,9/19/2002,649-94-4270,79359,23,Private,38151,11th,7,Never-married,Other-service,Other-relative,White,Male,0,0,40,Philippines,<=50K
+Elora Iwaszkiewicz,3/6/1992,165-54-1426,564,55,Local-gov,123382,Assoc-voc,11,Separated,Prof-specialty,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Callean Anyon,8/26/2001,718-71-8505,16300,39,Self-emp-inc,151029,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Matthieu Buick,4/17/1977,816-24-4269,2338,39,Private,484475,11th,7,Never-married,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Johannes Mager,8/14/2004,270-86-8372,23062,57,Private,329792,7th-8th,4,Divorced,Transport-moving,Unmarried,White,Male,0,0,75,United-States,<=50K
+Howard Lendon,4/7/1982,725-35-4897,20995,35,Private,148903,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lesya Reddihough,12/17/2005,554-26-9350,80750,39,Local-gov,301614,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+Mercy Vaun,5/25/1964,254-08-1753,27608,47,Private,176319,HS-grad,9,Married-civ-spouse,Sales,Own-child,White,Female,0,0,38,United-States,>50K
+Garnet Gibbings,11/14/1992,226-95-7995,428,53,State-gov,53197,Doctorate,16,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+Chloris Gegg,9/7/1987,462-85-2052,35795,23,Private,291407,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+Olly Hatchman,9/6/1953,618-17-8747,77393,35,Private,204527,Masters,14,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,>50K
+Ricky Pallister,12/14/1979,715-64-6748,83470,44,Private,476391,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Carlotta Gaskin,3/29/2012,122-69-8610,51380,28,Private,224964,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Baldwin Cuddon,8/24/1998,456-71-2360,94399,26,Private,306225,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Poland,<=50K
+Alyse Wraith,11/24/1968,830-16-6009,64594,23,Private,292023,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Lonnie Albiston,9/7/1997,614-83-1150,67967,32,Private,94041,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,25,Ireland,<=50K
+Daile Blunsen,8/6/1966,713-91-5033,15389,49,Self-emp-inc,187563,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Kary Cleugher,11/25/1969,516-42-1546,4034,36,Private,176101,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,2174,0,60,United-States,<=50K
+Eleonore Warder,12/31/1966,476-53-2751,67045,36,Private,749105,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+Aldric Godsmark,1/2/1996,616-15-6433,4291,41,,230020,5th-6th,3,Married-civ-spouse,,Husband,Other,Male,0,0,40,United-States,<=50K
+Roxine Nuttall,2/25/1981,126-41-5019,59966,21,Private,216070,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,0,0,46,United-States,>50K
+Hastie Sellen,2/3/1959,670-07-8871,84126,54,Self-emp-not-inc,105010,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Daven Polamontayne,4/2/1969,894-22-0789,2895,43,Private,198203,Some-college,10,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Dorey McCuis,4/2/2000,288-87-9252,9953,35,Local-gov,215419,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Pamella Stonebridge,3/31/1985,513-81-5841,63061,31,Private,120460,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+Clayborne Pullan,11/6/1982,544-15-4606,42774,46,Private,199316,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+Marietta Brood,4/13/1985,575-63-4219,84268,46,Private,146919,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ketti Paffley,7/3/1984,732-34-9428,20288,56,Private,174744,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Ladonna Piggin,9/16/1988,197-57-3106,80990,45,,189564,Masters,14,Married-civ-spouse,,Wife,White,Female,0,0,1,United-States,<=50K
+Cherish Caldaro,9/11/1953,199-71-1909,67914,21,Private,249957,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Jonathon Tomaini,12/16/1962,754-95-6424,93387,51,Private,146574,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Hewie Villa,4/12/1967,439-49-0815,80382,47,State-gov,156417,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,0,0,20,United-States,<=50K
+Thaxter Keepe,1/30/1966,700-65-6769,13913,42,Private,236110,5th-6th,3,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+Monro Couttes,7/4/1962,747-52-1696,89934,19,Private,63363,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Dominic Merricks,9/10/2005,263-37-7434,22672,25,Private,190107,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Chad Oxnam,11/11/1985,162-31-0054,3418,37,Private,126569,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+Allix Asquith,7/22/2000,299-45-2311,8288,35,Private,176756,12th,8,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Arty Swatridge,8/1/2002,648-75-2421,43602,40,Private,115161,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,<=50K
+Catriona Baldini,4/13/1966,711-53-9180,26532,57,Self-emp-not-inc,138892,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+Nehemiah Donizeau,9/20/1977,876-40-9657,43156,38,Private,256864,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+Sara-ann Blade,4/29/1976,319-42-2405,93680,48,Private,265083,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Hastie Townend,12/25/1959,859-47-1773,10362,34,Private,249948,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+Mei Willoughway,3/18/2010,291-17-5753,42814,46,Federal-gov,31141,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jarrett Spire,1/24/1999,198-18-1194,56608,30,Private,164190,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,,<=50K
+Cymbre Studholme,4/10/1971,294-15-7763,56318,45,State-gov,67544,Masters,14,Divorced,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Sasha Snoad,3/4/1961,787-29-7440,61678,32,Self-emp-not-inc,174789,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Jillane Baldung,11/13/2005,419-77-7151,15495,35,Private,199753,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+Adrianne Fripp,10/22/1950,381-14-0830,37215,62,Private,122246,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,8614,0,39,United-States,>50K
+Bathsheba Cape,5/26/1969,460-31-1650,43050,56,,188166,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Jarret Bigmore,4/24/1988,333-93-3960,89502,50,Private,96586,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Latrina Oseland,3/15/2010,391-22-8911,41553,25,Private,189590,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jeanelle Coultous,12/17/2001,514-36-0979,64492,41,Private,140590,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,33,United-States,<=50K
+Ranee Eirwin,2/14/1970,702-40-7564,38804,35,Private,255702,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,27,United-States,<=50K
+Celestyn Brickstock,12/17/1971,368-58-1159,9388,33,Private,260782,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,41,United-States,>50K
+Marjory Glencrosche,1/27/1988,896-01-8198,65358,38,Private,169926,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,40,United-States,>50K
+Olympie Nise,10/26/1993,783-63-5719,82440,37,State-gov,151322,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+George Deackes,5/6/1975,879-80-3842,92150,56,Private,192869,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Kristen Giannasi,5/18/2006,425-53-4591,49945,19,Private,93604,7th-8th,4,Never-married,Craft-repair,Own-child,White,Male,0,1602,32,United-States,<=50K
+Tallia Gregorowicz,7/5/2005,228-08-5066,5877,31,Private,86958,9th,5,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Gareth Batisse,5/18/1970,851-62-6965,74387,53,Local-gov,228723,HS-grad,9,Divorced,Craft-repair,Not-in-family,Other,Male,0,0,40,,>50K
+Glenn Ferrino,12/4/1996,321-22-5284,91087,33,Private,192644,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Male,0,0,35,Puerto-Rico,<=50K
+Trixie Schout,3/2/1994,605-78-9822,92440,72,Private,284080,1st-4th,2,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Kirsti Gee,8/20/1990,329-78-0485,57946,54,Private,43269,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Verile Otterwell,12/26/1976,554-77-7710,62891,30,Private,190040,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nicoline MacPaike,12/20/1992,713-83-5699,5860,51,Private,306108,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Zsazsa Seares,2/17/2009,292-48-1168,7785,30,Private,220148,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,50,United-States,>50K
+Mattheus Padgett,6/7/1992,113-95-3610,44075,30,Private,381645,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Daisi Kissack,4/25/1961,250-91-6674,75641,32,Private,216361,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,16,United-States,<=50K
+Magda Carmichael,11/25/1999,755-69-7597,68566,30,Private,213722,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,>50K
+Fleurette Fellgate,10/24/1985,512-87-2513,81539,35,Private,112271,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Doralynn Friett,12/9/1993,668-41-1008,94039,40,Private,208277,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,44,United-States,>50K
+Vladamir Worsom,3/31/1956,354-26-8360,65576,38,State-gov,352628,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Krissie Simison,6/24/1973,714-22-8219,82219,19,Private,129620,10th,6,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+Gery Twittey,3/3/1968,401-72-0794,30834,32,Private,249550,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Evanne McTrustrie,10/5/1977,604-65-8816,20776,49,Private,178749,Masters,14,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Craig Fulham,4/21/1952,538-93-8541,33574,76,,173542,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+Yancy Caskie,10/24/1986,524-70-0252,24143,60,Private,167670,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+Tommy Tebboth,4/6/1967,228-10-3244,56529,60,Private,81578,9th,5,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Trstram Whiteford,11/22/1951,129-10-3997,68313,55,Private,160662,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,80,United-States,>50K
+Micki Spensley,10/4/1990,151-61-8026,72390,41,Private,163322,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,0,0,30,,<=50K
+Hugo Delea,10/28/1999,433-82-4299,84334,24,Private,152189,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Tammie Adolfson,1/8/1983,293-73-5592,78976,53,Private,106176,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,7298,0,60,United-States,>50K
+Hernando Carpenter,12/20/1959,355-12-1211,63248,69,State-gov,159191,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,810,38,United-States,<=50K
+Joycelin Stonhewer,8/12/1983,334-88-5401,60449,71,,250263,Some-college,10,Married-civ-spouse,,Husband,White,Male,3432,0,30,United-States,<=50K
+Koenraad Routham,2/1/2003,445-33-4661,37320,41,Private,78410,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Lacie Sparway,11/21/1966,170-61-3457,70273,32,Private,131379,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Shandee Gregr,7/7/1998,895-95-5532,70487,45,Private,166929,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Des Stanlick,7/1/1960,389-38-5522,81622,59,Private,380357,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Christopher Howells,2/19/1987,599-19-5451,6568,31,Private,79190,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Odella Slemmonds,7/26/2000,590-67-9484,96037,40,Private,342164,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,37,United-States,<=50K
+Emelyne Akrigg,12/6/1958,326-66-4103,87187,44,Private,182616,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Reed Graeber,11/3/1976,437-58-6244,71564,63,Private,339473,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Hollis Lassells,2/14/1970,372-24-4242,28645,31,Local-gov,381153,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,15024,0,56,United-States,>50K
+Debbie Fritchley,11/8/1971,715-16-4381,14603,51,Private,300816,Bachelors,13,Never-married,Adm-clerical,Unmarried,White,Male,0,0,20,United-States,<=50K
+Alix Checcuzzi,4/1/1982,447-48-5637,21765,51,Private,240988,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Trista Flanaghan,7/6/2007,331-03-9073,98893,23,Private,149224,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Thornton Gapp,8/27/1959,196-19-9190,52262,49,Private,168216,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Cary Corain,11/9/1977,160-85-9711,2482,56,Private,286487,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,45,United-States,<=50K
+Ara Bracknell,7/24/1965,695-54-8107,59942,39,Private,305597,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Mignonne Bountiff,6/15/2009,423-72-6195,17908,39,Self-emp-not-inc,109766,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Frederigo Oulett,6/29/1954,663-51-0213,42189,30,Self-emp-not-inc,188798,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sandro Cullingworth,5/5/1954,778-70-1891,49733,43,Self-emp-not-inc,240170,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,Germany,<=50K
+Franny Scamaden,11/19/2002,576-12-5982,76576,31,Private,459465,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Glenine Gisburne,9/3/1991,392-26-1320,92125,44,Local-gov,162506,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,<=50K
+Domini Clough,3/30/1954,736-82-7093,50383,43,Self-emp-not-inc,145441,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,30,United-States,>50K
+Natty Hancorn,11/24/2006,617-67-5755,53282,37,Federal-gov,129573,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,72,,>50K
+Archibald Brannigan,2/19/1981,837-08-3939,91254,41,Private,27444,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,46,United-States,>50K
+Fredrick Brittles,6/19/1957,552-57-1564,83590,43,Private,195258,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Gonzales Bartlosz,6/30/1955,147-35-3599,17157,47,State-gov,55272,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Caroline Werrett,9/5/1973,115-54-4591,31380,38,Self-emp-not-inc,164526,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,2824,45,United-States,>50K
+Delila Quinsee,4/6/1951,442-78-1070,88557,46,Private,27802,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Roderick Gruczka,1/26/1995,414-63-1422,64329,19,State-gov,165289,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Marge Hugk,11/11/1978,216-07-6767,17634,19,Private,274657,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,50,Guatemala,<=50K
+Duncan Dene,11/3/1954,821-96-9298,39560,24,Private,317175,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Opalina Agastina,5/27/1963,699-15-7827,37575,39,Self-emp-inc,163237,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+Dionisio Hedling,5/26/1998,869-49-1189,62365,37,Private,170408,Assoc-voc,11,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Yurik Unsworth,3/10/1980,756-59-1126,26613,28,,55950,Bachelors,13,Never-married,,Own-child,Black,Female,0,0,40,Germany,<=50K
+Bartholomeus Sedgeman,1/19/1980,473-44-3404,67817,40,Private,76625,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Evita O' Clovan,11/6/1963,846-85-6976,51368,27,Private,366066,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Alfi McCallion,7/5/1972,529-11-7298,76915,22,Private,349368,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Kessiah Prate,8/30/1997,185-67-1974,62214,21,Private,286824,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+Amelia Thurman,11/17/1978,817-38-8771,74598,32,Private,373263,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Fransisco Stone Fewings,6/8/2005,899-61-3200,34795,20,Private,161978,HS-grad,9,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Herbie Gibb,9/13/1997,438-01-2721,90234,45,Private,543922,Masters,14,Divorced,Transport-moving,Not-in-family,White,Male,14344,0,48,United-States,>50K
+Willy Rubanenko,6/15/2007,621-04-9158,88962,46,Local-gov,109089,Prof-school,15,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Rozanne Bettridge,1/23/1955,640-30-6865,95902,46,Private,110151,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Georgie Smardon,5/13/1999,249-49-0083,25213,26,Private,34110,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Dulce Olohan,6/29/1964,241-17-2727,55051,47,Self-emp-not-inc,118506,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,60,United-States,<=50K
+Imojean Cranmore,5/28/1979,172-42-3925,50220,22,Private,117789,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+Celka Varker,12/1/1963,179-17-7619,84292,34,Self-emp-not-inc,353881,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Tadd Madre,11/18/1996,469-65-3304,73765,49,Private,200471,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Portugal,<=50K
+Lowell Van den Broek,11/20/1951,299-29-0460,13177,20,Private,258517,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+Ainslie Kaminski,6/1/1989,354-59-9420,10741,28,Private,190367,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Ferris Tunna,11/23/1981,243-02-6135,41331,30,Private,174704,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Kevyn Davidson,9/4/1973,680-53-2664,22181,23,Private,179413,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Herold Nowell,10/3/2006,770-40-8014,48233,20,Private,329530,9th,5,Never-married,Priv-house-serv,Own-child,White,Male,0,0,40,Mexico,<=50K
+Hendrik Chessum,2/14/2011,569-28-0432,42064,31,Private,273818,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,55,Mexico,<=50K
+Delbert Bridell,5/17/1999,226-43-3773,90908,46,Private,256522,1st-4th,2,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Puerto-Rico,<=50K
+Marje Janikowski,5/27/1975,514-87-5500,49037,42,Private,196001,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Alysia Anscott,3/6/1994,709-08-4343,69736,60,Self-emp-not-inc,282660,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Christabel Whisson,5/5/1954,139-18-8688,90586,30,Private,72630,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Alta Hizir,11/8/1975,486-41-9373,91853,27,Private,50295,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+Stewart Freear,1/14/2004,142-86-4102,18302,20,Private,203240,9th,5,Never-married,Sales,Own-child,White,Female,0,0,32,United-States,<=50K
+Gustave Matessian,3/12/2012,387-06-4773,43036,56,Self-emp-not-inc,172618,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+Neila Backshell,1/2/1984,456-18-1589,28601,41,Private,202168,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+D'arcy Barfoot,9/26/1965,785-72-8588,22449,61,Private,176839,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Issy Heaps,12/28/1983,834-67-3614,56957,47,Private,176140,HS-grad,9,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,40,United-States,>50K
+Tiphany McInally,9/13/1986,213-76-2462,5965,60,Private,39952,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2228,0,37,United-States,<=50K
+Avigdor Nulty,8/25/1998,799-30-1727,50066,33,Private,292465,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Margery Campes,6/7/1953,746-16-6893,81161,40,,161285,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,25,United-States,<=50K
+Irma Moreman,5/20/1979,280-87-8974,58265,48,Private,355320,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Canada,>50K
+Conroy Dunnaway,6/6/1976,296-31-4684,54683,56,Private,182460,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Thorny Bennis,7/17/1990,686-04-5370,38539,50,Private,69345,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,3103,0,55,United-States,>50K
+Maurita Prout,12/7/2008,813-31-5138,35088,57,Self-emp-not-inc,102058,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Coletta Laphorn,11/30/1977,874-17-3603,58209,20,Private,165804,Some-college,10,Never-married,Adm-clerical,Own-child,Other,Female,0,0,40,United-States,<=50K
+Moshe Truse,8/6/1952,471-52-6147,26625,46,Private,318259,Assoc-voc,11,Divorced,Tech-support,Other-relative,White,Female,0,0,36,United-States,<=50K
+Angelle Feore,5/30/1998,436-05-7392,18386,21,Private,117606,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Beatrisa Vase,2/7/1960,858-51-4667,14842,37,Private,170718,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Bo Caughan,10/18/1991,348-44-7038,43775,42,Private,413297,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Shina Record,1/5/1981,668-35-8653,88787,20,Private,190457,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Karel Egentan,3/11/2008,327-01-7127,16039,54,Private,88278,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Onfre Yearne,2/25/1974,677-13-1999,33654,32,Local-gov,217296,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,White,Female,4064,0,22,United-States,<=50K
+Daryl Pithie,11/28/2006,881-19-7688,85215,62,,97231,Some-college,10,Married-civ-spouse,,Wife,White,Female,0,0,1,United-States,<=50K
+Tonie Christol,9/8/1957,141-68-0396,16391,50,Private,123429,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Caresse Connaughton,10/22/2006,456-34-4523,14737,49,Federal-gov,420282,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Rozalie Clardge,5/16/1967,387-41-7629,8632,48,Private,498325,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Rosaline Longcake,9/13/1954,252-52-2484,45135,24,Private,248533,Some-college,10,Never-married,Sales,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Maxy Tapenden,1/18/1955,303-90-0238,17898,46,Private,137354,Masters,14,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+Micaela Abbatucci,2/1/1991,558-96-0686,62519,42,Private,272910,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Benji Elder,8/5/1971,639-93-7164,40210,52,Self-emp-inc,206054,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dale Tallant,7/23/1999,763-09-2573,93395,58,Local-gov,92141,Assoc-acdm,12,Widowed,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Patten Lube,5/16/1969,475-60-2560,90366,37,Private,163199,Some-college,10,Divorced,Tech-support,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Mose Pinshon,12/8/1977,679-89-7203,23180,34,Private,195860,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Urbano Whitty,5/11/1978,419-98-5034,31184,26,Private,115717,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2051,40,United-States,<=50K
+Ramon Varty,2/6/1995,404-10-1509,78787,18,Private,120029,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,20,United-States,<=50K
+Tomasine Titcumb,8/10/2006,597-37-1728,72182,33,Private,221762,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Christie Signorelli,3/29/2003,196-37-6868,88777,41,Private,342164,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Theodor Smithers,3/13/1981,566-23-6114,32210,21,Private,176356,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Cyndi Bayman,1/21/2004,356-75-1313,64753,23,Private,133239,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Bidget Fontelles,3/15/1990,538-64-9051,58433,26,Federal-gov,169101,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Karita Dinnis,10/1/1953,198-22-7538,86078,33,Private,159442,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Garrick Oboy,7/15/1980,401-05-5553,1614,24,Private,174461,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,45,United-States,<=50K
+Trudi McMychem,2/22/1991,848-76-4172,12658,43,Private,361280,10th,6,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,42,China,<=50K
+Job Lebourn,9/21/1980,329-20-0717,31334,52,State-gov,447579,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,England,<=50K
+Willem Santos,8/4/1972,701-23-4495,92976,27,,308995,Some-college,10,Divorced,,Own-child,Black,Female,0,0,40,United-States,<=50K
+Norby Astin,9/23/2000,133-03-7125,95616,61,Private,248448,7th-8th,4,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Allene Folomkin,3/26/2011,507-29-3858,91570,35,Private,161141,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Jacenta Kreber,5/1/1975,122-36-1290,94802,35,Private,212465,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Phillip Garman,6/17/1967,207-51-2971,68896,45,Self-emp-inc,170871,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,55,United-States,>50K
+Maurits Dormer,6/24/2012,655-35-4813,30661,43,Local-gov,233865,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Archie Gunnell,1/10/2011,622-57-7701,39109,51,Private,163052,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Aloin McAteer,9/15/1980,182-16-1846,40612,35,Private,348690,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Marlin Bury,5/29/1998,546-56-9800,91187,47,Federal-gov,34845,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,Germany,>50K
+Bobina Hogbin,11/28/1998,576-04-8253,98791,22,Private,206861,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Roseann Bortolutti,11/24/2009,829-47-4042,41335,49,Self-emp-inc,349230,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Hilario Bernardos,11/10/1959,712-34-2828,14789,20,Private,130840,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,20,United-States,<=50K
+Barton Tyrone,7/12/1974,790-80-4983,46976,19,Private,415354,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Orella Gooderham,7/25/2010,519-52-4304,57168,27,Private,132191,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Deanne Andryunin,9/28/2000,848-86-1945,60803,42,Private,202466,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+Ethelyn Bellanger,8/13/1979,844-81-2099,74172,27,,224421,Some-college,10,Divorced,,Own-child,White,Male,0,0,40,United-States,<=50K
+Herrick Sambles,8/6/2008,631-66-5703,68619,23,Self-emp-not-inc,236804,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,35,United-States,<=50K
+Cairistiona Raincin,6/20/1982,296-77-8392,83729,20,Private,107658,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Kaja Hanton,6/19/1992,800-57-9166,773,47,Private,102771,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Katya Creane,1/9/2012,815-19-3382,61095,17,Private,221403,12th,8,Never-married,Other-service,Own-child,Black,Male,0,0,18,United-States,<=50K
+Immanuel Cowe,12/31/1997,856-46-6509,36056,76,,211574,10th,6,Married-civ-spouse,,Husband,White,Male,0,0,1,United-States,<=50K
+Darcy Trustrie,7/25/1978,637-79-1917,90999,39,Private,52645,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Trixie Craze,3/9/1966,703-24-2470,36494,25,Private,276310,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Yorker McPake,11/5/1987,460-25-8506,19384,31,Private,134613,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,43,United-States,<=50K
+Dietrich Claque,5/9/2009,695-50-1862,65931,44,Private,215479,HS-grad,9,Divorced,Transport-moving,Not-in-family,Black,Male,0,0,20,Haiti,<=50K
+Kris Ogborne,9/8/1992,690-67-5278,17171,53,Private,266529,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Ced Hordle,4/1/1968,199-12-9884,16161,34,Private,265807,Some-college,10,Separated,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Becky Crankshaw,2/3/1951,798-83-6858,32807,45,Self-emp-not-inc,67716,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Dex Cicutto,1/12/1971,810-42-1130,95361,34,Private,178951,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Ad Davydychev,5/23/1970,756-13-6739,23810,35,Private,241126,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Siana Hansemann,1/15/1951,127-10-1096,10556,36,Private,176544,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Martynne Chree,1/5/1981,585-59-2907,67054,45,Private,169180,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,45,United-States,<=50K
+Beverly McLarnon,8/18/2003,546-97-1662,57640,37,Self-emp-not-inc,282461,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Ronda Pree,4/14/1956,728-42-3819,69739,53,Private,157069,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Ronni Canti,4/9/1956,590-59-1185,58840,35,Private,99357,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,50,United-States,>50K
+Rollo Mahaddie,8/4/1962,474-69-5951,30775,38,Self-emp-not-inc,414991,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,70,,<=50K
+Misty Gotliffe,6/3/1969,838-01-5992,55995,65,Self-emp-inc,338316,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Jacqueline Weepers,1/27/1974,896-80-4094,17934,49,Self-emp-not-inc,59612,10th,6,Divorced,Farming-fishing,Unmarried,White,Male,0,0,70,United-States,<=50K
+Marcello Pancost,7/8/1984,422-62-4095,50638,24,Private,220426,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tedda Baldery,12/19/1970,171-40-9171,33098,54,Private,115912,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Mattie Hammer,1/28/1967,856-62-4149,854,17,Private,27032,10th,6,Never-married,Sales,Own-child,White,Female,0,0,12,United-States,<=50K
+Orson Trail,4/18/1974,677-18-5366,6286,19,Private,170720,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Jade Westover,7/9/1988,229-01-1364,5367,60,Private,183162,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kippy Fouldes,11/15/1973,610-53-4890,71311,46,Private,192360,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Barbey McClintock,10/9/1955,731-31-4153,70564,78,,165694,Masters,14,Widowed,,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Burty Whitby,4/29/1998,472-21-8914,16784,26,Private,128553,Some-college,10,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+Forbes Diaper,10/20/1969,138-70-9912,178,58,Private,209423,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,38,Cuba,<=50K
+Winnah Garz,7/15/1964,653-26-2361,56121,37,Self-emp-not-inc,121510,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Male,0,0,55,United-States,<=50K
+Shawna Teasdale-Markie,6/23/1995,571-42-2967,76439,41,Private,93793,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+Raoul Ghione,7/4/1993,302-31-5010,25830,30,Private,133602,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Iosep Dumphry,10/5/1954,616-22-8266,23018,19,Private,391329,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Shelby Gerraty,8/13/1971,869-86-7484,86910,48,Private,96359,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Greece,>50K
+Skye Vigors,9/19/1970,187-44-8899,22601,22,Private,203894,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Katti Giraudot,4/2/2001,516-28-0814,45162,50,Private,196193,Masters,14,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,0,0,60,,<=50K
+Glennie Burkman,8/2/1974,808-38-8377,38918,25,Private,195994,1st-4th,2,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Guatemala,<=50K
+Scotty Littrik,4/6/1992,105-87-8065,46988,18,Private,50879,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,6,United-States,<=50K
+Reinhard Simonel,7/20/1993,490-57-0205,68192,21,Private,186849,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Myrvyn Zywicki,2/14/2008,208-72-5378,25598,47,Private,201127,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Conrado MacInerney,10/28/1985,601-46-6170,21411,33,Private,110998,HS-grad,9,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Female,0,0,36,United-States,<=50K
+Doralynn Ellerker,3/25/1984,150-34-3006,71220,39,Private,190466,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,2174,0,40,United-States,<=50K
+Nelle Antrim,4/30/2001,142-03-5158,75741,67,Self-emp-not-inc,173935,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,8,United-States,>50K
+Rey Cresar,4/1/1974,364-99-1162,2885,19,Private,167140,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1602,24,United-States,<=50K
+Melvyn Trusslove,8/31/1955,727-42-9931,23928,18,Private,110230,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,11,United-States,<=50K
+Gilbertina Canete,11/10/1995,732-38-1032,52349,36,Private,287658,HS-grad,9,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Cassie Colbeck,4/6/1951,815-37-7339,51589,23,Private,224954,Some-college,10,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,25,United-States,<=50K
+George Stainer,5/28/1951,384-13-6392,25066,25,,394820,Some-college,10,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Gerrard Gale,11/17/1989,359-90-8847,26866,40,Private,37618,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,<=50K
+Delbert Simounet,5/19/1980,370-10-4029,97872,73,Self-emp-not-inc,29306,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Felicio Sporle,3/13/2009,480-53-1217,47824,35,Private,37314,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,5013,0,40,United-States,<=50K
+Bentley Halligan,8/15/1969,432-35-0751,84604,31,Private,420749,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Renae Thairs,5/1/1963,699-19-2526,5851,20,Private,482732,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Robinia Anderton,1/11/2009,377-87-0424,62740,20,Private,206215,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Hanna Glassman,2/28/1960,766-65-2744,37755,27,Private,101364,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Mariele Woodburne,3/9/1976,424-58-9850,65743,66,Self-emp-inc,185369,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Lucila Whitehorn,12/8/1966,391-09-8811,53214,66,Private,216856,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Jeramey Gabbitus,3/22/1979,398-63-7612,67070,64,Private,256019,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Kizzie Talby,5/2/2004,738-99-7974,88189,48,Private,348144,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Male,3325,0,53,United-States,<=50K
+Iseabal Duddin,4/7/1980,664-81-5843,45834,24,Private,190293,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kary Brixham,3/3/1977,376-56-3666,9597,51,Self-emp-not-inc,25932,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Chiarra Dubose,5/22/1990,799-60-0680,82756,25,Private,176729,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Roseanna Beney,2/16/1981,645-95-2462,59914,33,Private,166961,11th,7,Separated,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Kelila Caughte,4/7/1980,672-29-5508,5155,50,Private,86373,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Donni Agent,4/9/1956,320-04-1970,74201,51,Private,320513,7th-8th,4,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,0,0,50,Dominican-Republic,<=50K
+Querida Amyes,3/19/2007,443-75-7653,43616,34,State-gov,190290,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+Prissie Van der Linde,9/26/1981,652-65-8759,1230,41,Local-gov,111891,7th-8th,4,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Catharine Ollive,5/7/2008,509-88-3568,65994,30,Self-emp-not-inc,45796,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Lettie Barstowk,12/9/1996,795-36-8859,71927,59,Private,108496,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,2907,0,40,United-States,<=50K
+Armin Huguet,2/8/1969,766-60-5663,37741,41,Self-emp-not-inc,120539,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3103,0,40,United-States,>50K
+Chrystel Monni,12/12/1988,292-09-9652,62535,36,Self-emp-not-inc,164526,Masters,14,Never-married,Sales,Not-in-family,White,Male,10520,0,45,United-States,>50K
+Nestor Gyenes,4/15/1997,813-12-7179,5874,37,Private,323155,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,85,Mexico,<=50K
+Hodge Wigley,7/16/1991,840-12-7009,5324,28,Private,65389,HS-grad,9,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+Flora Keysel,1/21/1952,182-77-6635,38097,19,Private,414871,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Cassandry Sorley,9/17/1957,165-34-4786,36391,28,Private,161607,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Melessa Liggins,4/3/2007,507-33-7199,7466,62,Private,224953,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Thia Lyddy,9/22/1991,162-85-6578,34200,36,Private,261382,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+Lorelei Gronav,5/18/1990,285-65-7711,94778,58,Self-emp-not-inc,231818,10th,6,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Greece,<=50K
+Parnell Grandham,5/19/1965,782-88-5260,32305,42,Self-emp-inc,184018,HS-grad,9,Divorced,Sales,Unmarried,White,Male,1151,0,50,United-States,<=50K
+Eleanora Brychan,2/13/2000,273-14-7191,29833,43,Self-emp-inc,133060,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rina Fabri,9/21/1958,768-66-0685,1256,29,Private,35032,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Felic Eilhermann,5/10/1999,180-82-0075,19950,32,State-gov,304212,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Guthrey Strotton,11/7/1976,755-44-0440,19302,64,Local-gov,50442,9th,5,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+Imelda Culshaw,12/26/1958,451-43-6476,30404,39,Private,146091,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+Artus McMillam,1/26/1979,742-95-3068,94411,26,Private,267431,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,20,United-States,<=50K
+Alf Fishburn,3/13/1989,614-58-1438,86366,19,Private,121240,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Papagena Binion,5/25/2010,699-18-8071,79818,21,Private,192572,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,45,United-States,<=50K
+Karola Blackaby,6/8/1955,225-36-8272,78666,32,Private,211028,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Drusi Battlestone,5/13/1976,722-22-8036,36628,30,Local-gov,346122,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,5013,0,45,United-States,<=50K
+Jobyna Jerke,6/10/2004,130-47-3359,10360,26,Private,202203,Bachelors,13,Never-married,Adm-clerical,Other-relative,White,Female,0,0,50,United-States,<=50K
+Sherye Burgan,9/20/1951,218-84-8958,13694,20,Private,159297,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+Laurette Itchingham,11/27/1991,888-10-4008,93909,19,Private,310158,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+Berkley Jeakins,8/23/1997,424-45-7751,44665,33,Federal-gov,193246,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,42,United-States,>50K
+Kessia Elstone,9/14/1950,149-16-5201,87831,23,Private,200089,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+Barny Adamolli,4/18/2001,324-95-7930,57100,29,Private,38353,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Dannye Sheehan,11/19/1957,350-73-0467,19144,42,Private,76280,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Konstantine Vatini,2/9/1968,279-28-9330,53680,30,Self-emp-not-inc,243665,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Pren Broadley,7/3/2007,153-62-6360,68791,63,Private,68872,HS-grad,9,Married-civ-spouse,Transport-moving,Wife,Asian-Pac-Islander,Female,0,0,20,United-States,<=50K
+Norry Aitchinson,10/6/1990,318-58-7935,73146,34,Private,103596,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Evangelin Hallum,10/26/2011,660-98-3249,47013,60,Self-emp-not-inc,88055,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,24,United-States,<=50K
+Frants Downton,5/11/1972,171-19-9967,91506,48,Private,186203,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,50,United-States,<=50K
+Joanie Dwane,3/28/1967,282-11-1248,80381,25,Private,257910,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Maxine Camacke,11/21/1990,165-41-8623,258,27,Private,200227,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Nicole Hyndes,5/25/1982,473-61-1328,95326,55,Self-emp-not-inc,124975,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,27828,0,55,United-States,>50K
+Farica Carpmile,6/24/1964,222-57-7087,61989,32,Private,227669,Some-college,10,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Goldina Calabry,4/25/1973,575-10-7122,97430,22,Private,117210,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,Greece,<=50K
+Marion Anyene,2/14/2001,765-72-2903,8406,25,Private,76144,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Flss Forsyth,8/9/1979,631-33-6332,65991,18,Private,98667,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+Ximenez Levet,11/11/1965,109-48-1319,72215,24,Local-gov,155818,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,44,United-States,<=50K
+Alexio Attenburrow,1/5/1988,767-75-9387,74144,29,Private,283760,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Elroy Blesdill,10/25/2000,513-54-9057,18552,73,,281907,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,3,United-States,<=50K
+Aldrich Ciccoloi,7/23/1982,584-52-8268,88666,39,Private,186183,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Lezlie Jakolevitch,9/9/1967,899-72-3401,75410,33,Self-emp-inc,202153,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Joan Francescoccio,10/17/1997,806-20-2888,59251,57,Private,365683,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,>50K
+Mikey Killby,10/3/1981,839-31-5185,47736,22,Private,187538,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Giuditta Crampsey,1/11/1980,118-82-5271,7905,33,,209432,HS-grad,9,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Bab Caine,9/30/1982,362-11-5842,37697,33,Private,126950,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Wini Kidds,6/4/2003,733-35-6862,26471,42,Private,110028,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ode Laurent,12/20/1989,479-18-9900,69611,43,Private,104660,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Male,0,0,45,United-States,<=50K
+Adorne Till,3/15/2009,822-94-8365,10695,57,Self-emp-not-inc,437281,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,>50K
+Amalita Evershed,8/13/2005,407-41-6506,47929,42,Private,259643,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+Jo-ann Minto,9/8/2009,174-43-4891,20372,22,Private,217961,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,1719,30,United-States,<=50K
+Rodolfo Dafydd,9/10/1957,232-63-0912,71147,21,,134746,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Sonny Tailour,7/5/2006,863-05-7914,90547,42,Self-emp-not-inc,120539,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Irma Plunkett,11/8/1978,669-29-9102,78408,39,Private,25803,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Chico Rochford,10/9/1999,641-16-1057,55202,41,Private,63596,Some-college,10,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,32,United-States,>50K
+Florida Rathbone,6/2/1958,475-57-8450,89975,20,Local-gov,325493,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,40,United-States,<=50K
+Sella Phillcox,3/9/1976,591-81-3463,89453,47,Private,211239,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dwayne Ewins,11/7/1987,313-07-9433,82912,44,Private,206686,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gan Mickleburgh,7/21/1958,786-20-9393,91690,29,Private,427965,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Brianne Ropking,11/5/2008,330-20-5013,87640,52,Private,218550,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,14084,0,16,United-States,>50K
+Bryant Aizikovitz,6/23/1962,671-49-1286,11750,71,Private,163385,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,35,United-States,>50K
+Annice Ranahan,11/18/2010,635-24-7914,40269,52,Private,124993,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,55,United-States,<=50K
+Yolanda Penhall,3/15/1969,413-25-6222,99863,36,Private,107410,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Mary Persey,12/10/1967,779-19-0038,4821,53,Private,152373,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,48,United-States,>50K
+Axel Aldcorn,9/18/1963,834-29-7960,91554,37,Private,161226,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,>50K
+Persis Baudouin,10/13/1953,161-82-3984,51903,26,Private,213799,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gerianne Clacson,12/2/1991,894-59-6383,24394,34,Private,204461,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Cosette Gerrish,3/11/1952,387-55-9848,72471,35,Private,377798,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+Viola Wadhams,9/14/1998,124-92-1974,49928,20,Private,116375,9th,5,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Essy Elles,11/1/2009,539-27-0076,28863,34,Local-gov,210164,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+Stanislas Verring,8/19/1988,742-36-9906,49970,56,Self-emp-not-inc,258752,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Mead Waples,10/20/2002,809-70-8623,69277,39,Private,327435,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,36,United-States,>50K
+Andeee Side,1/8/2004,835-20-9106,59959,24,Private,301199,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+Bria Cathrae,2/28/1957,464-80-6359,26388,24,Private,186221,11th,7,Divorced,Sales,Unmarried,White,Female,0,0,35,United-States,<=50K
+Flossy Bassford,7/3/2008,483-61-5973,45628,23,Private,203924,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Nanny De Cruze,1/30/1987,142-49-9119,76903,27,Private,192236,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Kendal Searson,4/12/1965,419-79-0797,42565,25,Private,152035,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gale Vannacci,6/30/1986,653-25-8953,35888,29,Private,201454,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Charlie Zuenelli,11/13/2005,772-64-4926,89976,42,Private,156580,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,37,United-States,>50K
+Tildy Iwaszkiewicz,6/25/1977,704-03-0721,72718,51,Private,115851,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nelly Dunn,10/14/1968,758-51-4987,80283,31,Private,106753,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+Atlante Adelman,6/27/2002,209-15-7024,18655,59,Private,359292,1st-4th,2,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Rakel Bordis,1/24/1951,304-38-0876,30031,29,Private,83003,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,<=50K
+Sutherland Joul,4/2/1960,211-52-7893,88640,18,Private,78817,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Maurice Gowland,6/9/1986,886-65-9463,29317,24,Private,200967,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,White,Female,0,0,36,United-States,<=50K
+Gracie McGilvary,2/13/1964,775-14-4883,61996,38,State-gov,107164,Some-college,10,Separated,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Desiree Lambertson,10/30/1971,609-69-5770,29811,36,Private,189674,HS-grad,9,Never-married,Priv-house-serv,Unmarried,Black,Female,0,0,28,,<=50K
+Mariellen Hissie,7/21/1968,744-53-9956,83655,34,Self-emp-not-inc,90614,HS-grad,9,Separated,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Ceil Overpool,12/2/2002,841-82-4907,89447,42,Self-emp-not-inc,323790,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,70,United-States,>50K
+Kurt MacKomb,2/14/2001,863-53-9123,48234,45,Self-emp-not-inc,242552,12th,8,Divorced,Craft-repair,Other-relative,Black,Male,0,0,35,United-States,<=50K
+Pet Colafate,10/16/2003,630-22-3755,67206,21,Private,90935,Assoc-voc,11,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Lelah O'Lynn,4/30/1983,267-18-3003,23216,64,Self-emp-inc,165667,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,Canada,>50K
+Gustaf Hovie,4/22/2008,499-10-0390,94417,32,Private,162604,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Romola Pike,7/30/1996,150-89-6651,25033,45,Private,205424,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Dannie Paireman,6/16/2006,531-41-0559,19035,53,Private,97411,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+Babs Wyper,3/16/1959,641-65-6217,16713,42,Private,184857,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+Nil Iffland,12/30/1974,379-30-6134,93509,32,Private,165226,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Oralia Becconsall,10/30/1990,300-78-1131,23289,49,Private,115784,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Sallie Abrahami,2/25/2010,505-06-5347,69608,62,Private,368476,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,24,Mexico,<=50K
+Angelita Cheatle,3/27/1992,251-68-5636,80116,28,Private,53063,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Josh Raselles,11/25/1950,813-03-5433,43119,29,,134566,Doctorate,16,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+Alfred Hambly,6/23/1966,273-92-5962,69629,32,Private,153471,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Leslie Beardon,2/20/1992,596-85-1638,39282,37,Self-emp-inc,107164,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,2559,50,United-States,>50K
+Gloriane Christall,7/30/1958,663-61-5560,66937,38,Private,180303,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Japan,>50K
+Deck Attwoul,2/4/1988,548-30-8914,47377,44,Local-gov,236321,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,25,United-States,<=50K
+Meris Nockells,1/6/1962,516-93-2017,80431,19,Private,141868,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Joela Gellier,4/8/2008,170-81-4164,74497,22,,367655,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Benetta Redmain,10/12/1966,555-71-8661,56674,24,Private,203518,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Perry Rivard,4/5/2012,571-25-8805,90978,58,Private,119558,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Julietta Deniskevich,5/28/1960,824-32-5527,15761,56,Private,108276,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kurt Broom,2/8/1970,843-76-7463,85624,37,Private,385452,10th,6,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Katina Brach,6/23/1958,161-98-2189,75875,43,Private,162003,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Barbey Du Fray,10/13/1958,745-50-9009,31696,32,Private,349028,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ashley Dalgardno,10/11/2004,204-42-9083,96770,34,Private,45114,Bachelors,13,Never-married,Sales,Own-child,Black,Female,0,0,40,United-States,<=50K
+Thornie Phillcox,8/9/1967,188-23-2437,41721,44,Private,112797,9th,5,Divorced,Other-service,Own-child,White,Female,0,0,50,United-States,<=50K
+Ernest Antonat,5/11/1996,738-88-3556,94756,28,Private,183639,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+Allie Breeds,5/20/1990,195-68-2538,24619,35,Private,177121,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Stepha Revel,12/29/1977,512-37-5974,64084,38,Private,239755,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Stephi McGuigan,1/16/1965,228-27-5194,62650,26,Private,150361,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Arlie Huster,1/16/1988,531-26-5231,66394,20,Private,293091,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+Duffie Ert,9/19/1968,302-86-8845,72697,24,Private,200089,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,Mexico,>50K
+Alfonso Kilshall,10/20/2008,447-92-0448,136,40,Private,91836,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Adolphus Shambrooke,2/7/1983,477-24-1318,69621,23,Private,324960,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Clemmie Duberry,1/19/1978,543-41-3658,97281,79,Local-gov,84616,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,7,United-States,<=50K
+Iris Reedy,12/23/1965,188-97-3245,68692,44,Private,252930,10th,6,Divorced,Adm-clerical,Unmarried,Other,Female,0,0,42,United-States,<=50K
+Say Coldicott,3/25/2007,708-32-5540,45971,51,Private,44000,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,99999,0,50,United-States,>50K
+Vivien Dawtry,3/17/1951,697-97-5669,74147,30,Private,154843,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Evelina Clemenzo,3/17/1981,391-34-2245,3238,52,Private,99307,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,3103,0,48,United-States,>50K
+Deck Jobbins,4/11/1972,681-89-6744,96127,41,Private,182567,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,,>50K
+Iormina Micheli,5/10/1967,180-96-3065,82727,33,Private,93206,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Harmonia Wadly,7/30/1975,546-09-3128,17469,50,Private,100109,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Male,0,0,45,United-States,>50K
+Solomon Elgie,7/20/1967,740-02-8614,43905,51,Private,114927,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,7298,0,40,United-States,>50K
+Lilla Smithin,6/26/1966,247-86-4606,66740,41,Private,121287,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Nehemiah Fulks,7/14/1951,708-47-2886,65183,35,Private,189916,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,>50K
+Hilario Brechin,5/12/1966,386-44-6377,64602,34,Private,157747,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Cassi McCurry,5/4/1978,621-99-5797,20915,28,Private,39232,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Osbourn Currer,7/5/1974,141-38-7782,61564,31,Self-emp-inc,133861,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sarine Knapp,8/14/1978,526-23-5588,85295,22,Private,505980,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Barbie Pittham,7/24/1981,233-77-6591,73550,67,,183374,HS-grad,9,Widowed,,Not-in-family,White,Female,2329,0,15,United-States,<=50K
+Rozelle Mazin,12/9/1955,264-75-4107,41890,65,Private,193216,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,9386,0,40,United-States,>50K
+Issie Duck,11/2/1958,164-16-2971,67935,39,Self-emp-not-inc,140752,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Jammal Soppit,3/15/1986,627-08-9332,93031,23,Private,549349,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Sheelah Fogg,3/14/1994,252-31-0316,92614,29,Self-emp-not-inc,179008,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Jerri Houldey,1/16/2004,767-80-8810,59195,57,Self-emp-not-inc,190554,10th,6,Divorced,Exec-managerial,Own-child,White,Male,0,0,60,United-States,>50K
+Willy Catt,7/10/2005,523-23-7790,40955,47,Private,80924,Some-college,10,Widowed,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Bette-ann Peyntue,12/19/2006,567-73-0237,71325,51,Local-gov,319054,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+Angeline Skade,3/6/2006,620-86-7785,52959,34,Private,297094,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Lise Beckers,11/22/1976,870-44-2614,48728,52,Private,170562,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Vanya Friday,7/19/1975,246-66-3354,41920,29,Private,240738,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Danell Rene,10/20/1955,753-08-3519,42276,29,Private,297544,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Jethro Maskell,9/15/1991,316-96-4781,87286,25,Local-gov,169905,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Keith Slark,1/6/1999,858-02-5754,8257,21,Private,149637,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kerrill Leban,2/4/2001,676-68-3497,2987,38,Private,182526,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Latrina Vigietti,5/27/1971,659-45-9159,31336,55,Self-emp-not-inc,158315,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Hercules Livsey,3/13/1956,730-87-1754,43605,61,Self-emp-inc,227232,Bachelors,13,Separated,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Horace Kenzie,6/24/1996,431-97-0137,75066,34,Private,96483,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,8614,0,60,United-States,>50K
+Meagan Stegel,7/5/1991,482-99-6490,74193,41,Private,286970,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Rhodie Blackston,7/7/1953,350-65-2829,67496,27,Local-gov,223529,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Male,0,0,43,United-States,<=50K
+Gus Duchesne,1/7/1993,728-67-7419,53509,78,Self-emp-not-inc,316261,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,99999,0,20,United-States,>50K
+Jarret Jardin,4/15/1958,365-57-7034,5961,40,Private,170214,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Margaret Fivey,8/13/1969,491-60-1450,50042,26,Self-emp-not-inc,224361,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+Dacey Myles,8/27/1963,314-62-9931,17471,43,Private,124919,HS-grad,9,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,Japan,<=50K
+Quentin Reinhart,12/26/1951,459-46-2257,1152,55,,103654,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Oren Form,7/21/2012,168-81-4207,91609,25,Private,306352,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,Mexico,<=50K
+Hanna MacKaig,11/13/1977,774-37-7136,50800,26,Self-emp-not-inc,227858,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Dario Inott,11/21/1959,392-71-9168,67636,43,Self-emp-inc,150533,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,68,United-States,>50K
+Beryl Le Fleming,11/15/1963,464-91-5221,28249,25,Private,144478,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,Poland,<=50K
+Lisa Killeley,2/24/1961,100-77-7226,39640,22,Private,254547,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,30,Jamaica,<=50K
+Willy Shier,5/13/1952,328-33-5764,92248,52,Self-emp-not-inc,313243,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Jermaine Tenniswood,2/5/1973,204-81-2646,76598,61,Private,149981,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,2414,0,5,United-States,<=50K
+Tabbie Service,2/9/1962,527-83-9609,16049,42,Private,125461,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+Papageno Nucci,8/3/2008,345-56-4203,1726,21,Private,306967,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jessamine Raye,9/18/1955,712-82-1468,60115,44,Private,192976,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Dale Saltwell,10/1/1991,475-28-7549,73910,65,Private,192133,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2290,0,40,Greece,<=50K
+Arlen Whitsun,5/10/1984,778-53-6428,5336,56,,131608,HS-grad,9,Divorced,,Not-in-family,White,Male,0,0,10,United-States,<=50K
+Casi Harbisher,4/24/1972,331-43-2532,42930,33,Federal-gov,339388,Assoc-acdm,12,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+Nicolle Chiplen,11/8/1988,631-04-4950,51803,22,Private,203240,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Karrie Gavaran,9/16/1999,775-93-5754,58815,43,Private,83827,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Thatcher Paulo,10/7/1950,275-43-3343,95403,45,Self-emp-inc,160440,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Neala Dewane,8/23/1993,873-39-1363,20807,42,Private,108502,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,42,United-States,<=50K
+Shalom Castiglione,10/23/1954,276-80-5914,16750,37,Private,410913,HS-grad,9,Married-spouse-absent,Farming-fishing,Unmarried,Other,Male,0,0,40,Mexico,<=50K
+Dewey Linford,1/4/1978,536-66-5272,65937,56,Private,193818,9th,5,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Emmy Sphinxe,11/3/1952,899-31-0247,82175,35,,163582,10th,6,Divorced,,Unmarried,White,Female,0,0,16,,<=50K
+Everard Battram,7/28/1959,215-53-3682,65657,40,Private,103789,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,32,United-States,<=50K
+Bridget Calley,4/21/1969,379-48-9357,50078,31,Private,34572,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Clemmie Blackford,1/2/1989,167-36-6111,55932,26,Private,43408,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Caddric Cecil,11/10/1971,852-03-5365,80107,26,State-gov,105787,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Sue McAughtrie,2/27/1951,867-96-5900,18399,42,Self-emp-inc,90693,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Adriaens Woodhouse,7/8/1951,748-33-8036,24717,45,Self-emp-not-inc,285575,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+Zacherie Olczyk,12/21/2001,257-32-5039,84697,47,Local-gov,56482,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,Black,Male,7688,0,50,United-States,>50K
+Felicle Haggerston,2/28/1963,124-11-6989,16764,22,Private,496025,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Cyb Dubble,8/17/2012,427-88-7750,51376,33,Private,382764,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Valerye Aldwick,11/16/1999,676-07-1542,23733,37,Private,259284,HS-grad,9,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,50,United-States,<=50K
+Brendon Gaucher,10/8/1990,195-39-2759,9614,48,Self-emp-not-inc,185385,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,98,United-States,<=50K
+Dolley Allen,9/11/1984,293-11-5412,32463,57,Self-emp-not-inc,286836,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+Ignaz Brear,9/20/2003,545-42-8878,58124,47,Private,139145,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Thatcher Curado,5/18/1972,425-47-8402,63124,58,Local-gov,44246,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Melissa Struther,7/23/1994,756-64-8496,23425,55,Private,169611,11th,7,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Bebe Attawell,5/26/1995,747-52-7716,20118,52,Private,133403,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Wit Canedo,4/15/1952,209-62-3191,70774,29,Private,187327,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Clare Ghidotti,1/8/1954,828-96-0823,30384,42,Private,180032,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Renado Gurry,4/17/1988,288-68-8189,58731,23,Private,46561,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Goldia Thomke,8/3/2007,463-42-5415,7653,23,Private,86065,12th,8,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Gilberto Bedboro,6/4/1959,712-39-8670,70456,46,Self-emp-not-inc,256014,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Joella Tunnoch,11/17/1996,388-56-7243,89103,30,Private,188403,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tally Rook,8/28/1952,455-57-3465,34057,43,Self-emp-not-inc,396758,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,70,United-States,>50K
+Othilia Grover,7/4/1959,724-24-7410,64150,25,Private,60485,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+Mora Hamberston,10/13/1976,448-31-4885,48010,32,Private,271276,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,>50K
+Dru Porker,4/15/1977,119-57-6027,90331,56,Private,229525,9th,5,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Myrtie Woollcott,5/11/1985,407-85-1465,92607,33,Private,34574,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+Paolina Bonnett,7/16/1977,399-70-0335,30050,19,State-gov,112432,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,United-States,<=50K
+Sarine Burdell,8/15/1999,364-83-1804,18783,20,Private,105312,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,18,United-States,<=50K
+Bram Davet,5/23/1994,293-41-1233,39242,34,Private,221396,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Lilla Gudger,2/6/2000,346-92-7171,12819,34,Private,304872,9th,5,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Wayland Newland,10/13/1960,398-30-0889,89286,55,Self-emp-not-inc,319733,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Elwin Dracey,1/5/1995,265-71-8141,35867,55,Private,176012,9th,5,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,23,United-States,<=50K
+Erhart Frankcombe,6/30/1975,728-71-3275,32441,31,Private,213750,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Pierrette Brandham,2/24/1985,882-88-6296,18055,30,Private,248384,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Allene Trevaskis,5/25/2002,830-99-1167,97706,31,Private,351187,HS-grad,9,Divorced,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+Iago Croall,9/12/2001,659-19-5826,40705,51,Private,138179,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+Emmie Tindley,3/17/2012,204-76-9080,62050,59,Private,50223,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ernaline Symmons,5/15/2011,210-61-4737,68127,58,Private,117477,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,36,United-States,<=50K
+Hilarius Bishopp,7/21/1972,240-70-6819,78910,40,Private,194360,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Marjorie Weatherup,9/29/1967,790-61-9483,86021,54,Private,118108,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,<=50K
+Melitta Parades,9/14/1987,759-39-1288,74667,25,Local-gov,90730,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+Loren De Simoni,1/14/1962,268-10-8053,84203,18,Self-emp-inc,38307,11th,7,Never-married,Farming-fishing,Own-child,White,Male,0,0,30,United-States,<=50K
+Carena Glennon,9/29/1979,102-48-8262,93169,41,Private,116391,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Vanessa Comerford,9/1/2011,230-99-2093,82066,57,Private,210496,10th,6,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Link Stelfax,9/10/1972,385-20-6299,60747,37,Private,168475,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Simone Forrestall,11/18/1971,367-68-4947,6365,46,Private,174386,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+Ludovico Danels,4/15/1983,564-66-5122,47377,39,Private,166744,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,38,United-States,<=50K
+Cesar Dahlen,7/7/1974,886-80-6507,66871,19,Private,375114,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Valentina Ibotson,10/10/2002,625-93-7867,16654,41,Private,373469,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Evie Asals,4/6/1979,169-68-3911,55270,54,Private,339667,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,41,United-States,<=50K
+Roch Schimann,12/17/2011,796-72-9274,54874,39,Private,91711,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Shayla Lambis,5/12/2004,350-45-2234,87950,41,Private,82049,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Swen Rutherforth,6/15/1968,646-77-4558,75109,26,Private,236242,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Bonnie Gwatkin,8/19/1971,608-56-2653,93460,57,Self-emp-inc,140319,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+Pepillo Growcock,3/10/1980,626-27-0241,23665,33,Local-gov,34080,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Pauline Sherwill,5/10/1984,714-63-7201,27672,56,Private,204816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Tobe Hebbron,12/24/1998,570-31-0771,89442,60,Private,187124,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Cece Askew,1/10/1978,808-20-0681,11967,22,Private,72310,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Danita Miettinen,5/3/1987,251-28-4956,9470,58,Private,175127,12th,8,Married-civ-spouse,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+Margret Nelle,9/4/1952,740-75-9543,30767,48,Federal-gov,205707,Masters,14,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,10520,0,50,United-States,>50K
+Peggy Ewens,3/11/2008,140-88-1911,89213,45,Local-gov,236586,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+Lee Tremolieres,11/12/2007,182-93-6443,2120,18,Private,71792,HS-grad,9,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Phillipe Petrusch,12/29/1952,500-90-2377,75340,56,Private,87584,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Dugald Jobbins,4/1/2001,671-31-6993,95168,48,Self-emp-inc,136878,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Ginelle Loveridge,6/23/2007,507-80-5828,54612,40,Private,287983,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,0,2258,48,Philippines,<=50K
+Shel Robinett,2/21/1993,784-69-1714,31394,38,Private,110607,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+Paulita O'Mannion,9/21/1998,348-88-6407,8509,58,Private,109015,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Nealson Beardwood,10/2/1962,537-15-4929,98124,23,Private,235071,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+Amberly Huby,8/13/2009,266-04-2618,31654,63,Private,88653,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+Melony Grinov,1/21/2000,870-94-2478,305,51,Private,332243,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Roanna Collinwood,10/22/1975,368-46-9889,27957,22,,291547,5th-6th,3,Married-civ-spouse,,Wife,Other,Female,0,0,40,Mexico,<=50K
+Nada Crichmer,12/16/1998,676-21-9586,4021,44,Private,45093,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+Cole Bau,12/17/2009,139-95-2760,37284,46,Federal-gov,161337,Some-college,10,Divorced,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Georgeanna Vlasenkov,6/2/1976,114-91-1551,39150,64,State-gov,211222,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Tani Jimson,10/5/1991,244-81-6409,45015,32,Private,295117,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,England,>50K
+Gretal Edghinn,12/31/1969,838-91-4218,63765,31,Private,206541,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Barbey Androletti,9/13/1964,773-61-0162,30489,36,Private,238415,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Philip Clara,4/28/1964,591-96-2825,56873,21,Private,29810,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Will Pumphreys,7/12/1989,489-11-7822,90196,30,Private,108023,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Romonda Bowdon,8/17/1962,194-87-6071,14126,31,Private,114324,Assoc-voc,11,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Mavis Gentile,6/19/1965,889-21-8543,77693,54,Private,172281,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2051,50,United-States,<=50K
+Opal Brakespear,9/12/1973,287-19-5810,39608,59,Local-gov,197290,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Ernst Winney,9/7/2002,528-53-0972,71333,28,Local-gov,191177,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,>50K
+Lissy Ollie,1/30/1954,493-85-0406,137,57,Private,562558,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Rochella Le Barr,9/12/1970,588-29-2597,97739,44,Private,79531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Kristo Wynch,1/23/2002,884-74-0953,70536,53,Self-emp-inc,157881,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Katinka Marrow,1/21/1989,709-80-8736,10941,58,Self-emp-not-inc,204816,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Lulu Rosenfrucht,10/14/1979,845-37-5575,37268,19,Private,185695,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Edgar Giovannazzi,1/2/2005,118-99-5552,50182,39,Self-emp-inc,167482,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Serge Birkmyre,5/7/1969,477-83-5511,83005,31,Self-emp-inc,83748,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,0,0,70,South,<=50K
+Emelia Roseveare,1/11/1954,630-82-0747,96688,27,Private,39232,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gabriel Upfold,10/18/2008,708-04-4491,79365,46,Local-gov,236827,9th,5,Separated,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Hakeem Dendon,11/23/1986,407-93-7247,50672,37,Self-emp-not-inc,154410,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Teddie Symonds,11/30/2004,390-30-1721,74287,27,Private,135308,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Hazel Cordova,9/9/1953,891-79-0876,14342,33,Private,204042,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Jeramey Morling,7/23/1997,682-25-7446,3200,20,Private,308239,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,16,United-States,<=50K
+Martelle Corkhill,11/24/1953,113-12-8082,87896,55,Private,183884,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Leilah Wisher,8/4/1967,833-24-1561,33417,39,Private,98948,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Inez Ivetts,5/27/1973,466-84-0282,42077,41,Private,141642,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Luisa Eglese,10/4/1970,166-30-6498,96221,30,Private,162623,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Chadd Winspar,7/9/2008,855-97-5729,60482,39,Self-emp-inc,186934,Bachelors,13,Married-spouse-absent,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Stavro Grinishin,4/24/1975,402-30-8470,15755,28,Private,179512,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+Sheilakathryn Boxe,5/13/1992,431-21-4494,17340,25,Private,391192,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,24,United-States,<=50K
+Helena Erington,7/9/1960,430-15-8071,87593,31,Private,87054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Bertie Abraham,6/13/1968,199-03-0300,64511,51,Private,30008,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Una Corser,12/11/1957,677-16-3472,20766,24,Private,113466,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Kristofor Dashkov,9/13/1964,860-31-0098,88143,70,Private,642830,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Female,0,0,32,United-States,<=50K
+Elladine Hemstead,10/29/1962,799-99-2785,70349,23,Private,182117,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Padriac Cathersides,5/26/1999,273-48-6239,14978,61,Private,162432,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Patti Hadlow,4/7/1967,445-83-7421,11699,45,Self-emp-not-inc,242184,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Griffy Boribal,9/30/1965,532-92-7706,48183,47,Private,170850,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,4064,0,60,United-States,<=50K
+Hestia Girardey,3/15/1977,477-32-2125,25111,56,Private,435022,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Weider Duckels,6/18/2008,512-77-2988,38826,79,Private,120707,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,35,El-Salvador,>50K
+Kimmi Bandiera,5/19/2000,421-29-6553,96571,20,Private,170800,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Shayna Mathew,4/4/1961,639-23-3839,76028,30,Private,268575,HS-grad,9,Never-married,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Tuesday Iacivelli,7/8/1989,525-15-0679,99751,27,Private,269354,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,,<=50K
+Franchot Dennison,3/14/2008,663-43-5218,18546,40,Private,224232,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Stanislas Tschierse,10/4/1993,627-80-0548,24701,60,,153072,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,5,United-States,<=50K
+Noel Abbs,10/27/1976,887-49-6071,44668,58,Private,177368,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Dion Wooler,8/1/1966,330-08-8949,62458,71,Self-emp-not-inc,163293,Prof-school,15,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,2,United-States,<=50K
+Cherish Deesly,7/20/1952,784-78-1861,58150,50,Private,178530,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Cullie Jagielski,8/12/1970,387-42-2927,67366,29,Local-gov,183523,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,Iran,<=50K
+Jamima Grout,4/5/1954,694-54-0089,27061,33,Private,207267,10th,6,Separated,Other-service,Unmarried,White,Female,3418,0,35,United-States,<=50K
+Jeff Dooman,1/24/1982,583-97-0632,8389,60,State-gov,27037,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+Gabbie Monery,7/30/1989,206-29-8065,48346,33,Private,176711,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Jose Cantos,9/20/1953,782-57-3190,24359,43,Private,163215,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,,>50K
+Alexandra Donisi,5/22/1988,116-66-5569,58455,33,Private,394727,10th,6,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Orson Attewell,3/8/1970,700-16-2052,68355,33,Private,195488,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,52,United-States,<=50K
+Lily Gigg,1/30/1986,138-29-2147,69406,32,State-gov,443546,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,<=50K
+Esmaria McReynolds,1/4/1999,234-81-2307,29794,21,Private,121023,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,9,United-States,<=50K
+Todd Gumme,3/14/1973,302-17-5244,62217,38,Private,51838,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+Myra Ellul,3/28/1954,899-55-0463,20466,38,Private,258888,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+Byran Roff,11/1/1957,789-23-0922,57683,39,State-gov,189385,Some-college,10,Separated,Exec-managerial,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Ole Tullett,3/26/1969,193-65-8694,88054,17,Private,198146,11th,7,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Normie Edgecumbe,4/12/1982,696-22-3204,52836,21,Private,337766,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Elsbeth Goscar,10/20/1964,129-76-1046,58679,42,Private,210525,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,>50K
+Devy Oughton,6/18/1975,791-39-2583,49157,42,Private,185602,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Fredi Desouza,10/9/1956,419-49-2828,59668,36,Private,173804,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Brooks Da Costa,9/12/1983,153-16-4944,12620,32,Private,251243,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+Georgina Kippen,1/26/1954,291-04-7398,88653,37,Self-emp-not-inc,415847,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Heall Luard,1/6/2004,611-55-2457,370,28,Private,119793,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Carie Rampley,10/11/1950,722-65-6955,33913,37,Private,181705,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tabbatha Fones,3/26/1964,702-59-8080,75735,50,Private,182360,HS-grad,9,Separated,Prof-specialty,Unmarried,Other,Female,0,0,60,Puerto-Rico,<=50K
+Hilary Lambole,8/13/1973,662-56-6677,86078,49,Private,61885,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rufe Lurriman,10/12/1989,648-19-9792,17325,40,Private,146520,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Darrin Dabourne,12/25/1974,284-80-9061,46188,40,Private,323790,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Aloisia Ghelerdini,8/31/1987,313-17-0769,53154,49,Private,146268,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Connie Ruggen,7/23/1993,858-58-0403,97333,35,Federal-gov,287031,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,8614,0,40,United-States,>50K
+Jobye Dunbavin,10/4/1976,807-41-4779,46207,33,Local-gov,292217,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+Neilla Sarvar,10/7/1952,131-35-5523,49724,24,Private,88126,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Darcie Reder,1/12/2002,739-51-7649,56933,41,Private,143046,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Saw Vater,7/15/1976,596-09-5998,16307,43,Private,401623,Some-college,10,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,Jamaica,>50K
+Nariko Gaitskill,6/24/2009,369-90-5582,17713,36,Self-emp-not-inc,283122,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1902,60,United-States,>50K
+Chane Dikels,8/14/1967,567-97-9630,83924,84,Self-emp-not-inc,155057,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,20,United-States,<=50K
+Hastie Elsby,9/7/1969,854-88-3747,79973,23,Private,260254,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Kelsey MacSherry,9/13/1953,351-31-4285,73046,41,Private,152292,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Zebulen Rottger,9/2/1997,832-92-7252,47134,55,Self-emp-inc,138594,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+Kipper Coade,8/23/1997,321-71-2332,5209,30,Self-emp-not-inc,523095,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Beverly Fairfull,7/22/1952,681-60-2505,20198,46,Private,175262,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,India,<=50K
+Sib Theriot,7/15/1981,376-56-4593,50586,55,Private,323706,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+Hendrick Eitter,10/30/1970,316-38-8475,59991,34,Private,316470,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gaylene Carlisso,7/30/1966,119-35-7673,83659,54,Self-emp-not-inc,163815,Masters,14,Divorced,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Reed Craine,8/11/1958,760-19-5665,71223,27,Private,72208,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Raimundo Ramshay,8/23/1962,672-15-1797,73752,52,Local-gov,74784,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Shayna Shorrock,1/23/1980,131-96-6976,10024,36,Private,383518,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,99999,0,40,United-States,>50K
+Vivianna Trattles,8/16/1956,318-05-0335,1502,25,Self-emp-not-inc,266668,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Artur Villalta,7/23/2003,882-91-1059,84511,52,Private,347519,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Lesya Poundsford,12/3/1957,416-68-3730,20431,24,Private,336088,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,0,0,50,United-States,<=50K
+Sallyann Gibbett,7/10/1964,431-20-0015,59052,36,Private,190350,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Nata Henrichs,2/11/1986,361-45-8148,43538,31,Private,204052,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Kiley Byneth,9/8/1955,263-19-4531,32332,66,,31362,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Kassey Aylward,1/14/1957,677-86-2443,88164,90,Self-emp-not-inc,155981,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,10566,0,50,United-States,<=50K
+Gaby Kubes,3/21/2002,240-99-5929,9642,67,Private,195161,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,60,United-States,>50K
+Tildie Lillo,8/22/1983,408-86-5386,25821,22,Self-emp-inc,269583,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,2580,0,40,United-States,<=50K
+Margaret Corless,7/7/1964,306-99-0415,64909,47,Private,26994,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Devland Sumpton,12/19/1987,616-23-7061,80957,32,Private,116539,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1887,55,United-States,>50K
+Brody Walworche,12/1/1971,609-23-7724,20666,55,Self-emp-not-inc,189933,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Catlaina Pink,10/22/1952,819-54-7915,16911,32,Private,101283,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Greg Lanyon,4/10/1974,480-34-7370,56656,48,Private,113598,Some-college,10,Separated,Adm-clerical,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Starr Fiveash,9/11/1968,661-35-5774,80077,21,Private,188793,HS-grad,9,Married-civ-spouse,Sales,Husband,Other,Male,0,0,35,United-States,<=50K
+Jewel Gallally,8/16/1955,557-70-6403,94745,33,Private,109996,Assoc-acdm,12,Married-spouse-absent,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Margette Potkins,10/16/1978,544-96-7726,26430,27,Private,195681,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,48,,<=50K
+Mitchell Ayree,4/6/1997,396-70-8727,3266,47,Private,436770,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Eilis Nornasell,6/15/1952,422-48-0894,82797,18,Private,84253,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+Heda Baudts,9/25/1952,268-83-5877,62413,44,Self-emp-inc,383493,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,>50K
+Dew Dibben,12/11/1967,363-25-2983,15858,23,Private,216867,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,37,Mexico,<=50K
+Ludwig Causer,5/9/1978,801-74-8120,69754,18,Private,401051,10th,6,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Lind Bridat,12/26/1970,605-65-3259,56021,56,Private,83196,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Charyl Tebbit,12/31/1975,411-98-3047,17847,24,Private,325596,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+Brendon Breinl,7/9/1956,206-23-7285,3055,43,Private,187322,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Sasha Causley,2/15/1990,682-96-4238,19175,23,Private,193949,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,60,United-States,<=50K
+Gran Maling,1/29/1982,489-23-0356,40598,26,Private,133373,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,42,United-States,<=50K
+Abby Fripp,1/20/2007,847-93-2587,99967,42,Private,113324,HS-grad,9,Widowed,Sales,Unmarried,White,Male,0,0,40,United-States,<=50K
+Normand Lamey,9/23/1994,670-26-3713,70801,23,Private,178818,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Marrissa Dovidaitis,8/1/1964,247-90-1855,95474,53,Self-emp-not-inc,152810,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dulci Kahen,7/31/1987,343-51-2597,15939,51,Private,335997,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,55,United-States,>50K
+Joelle Drynan,8/17/2011,412-70-8324,48055,40,Private,436493,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+Lauraine Doby,4/30/1957,289-23-6366,96954,27,Private,704108,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Curran Windrass,4/8/1958,776-08-5707,95372,24,Local-gov,150084,Some-college,10,Separated,Protective-serv,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Dael Izaks,4/5/1955,650-65-9560,55684,42,Private,341204,HS-grad,9,Divorced,Craft-repair,Other-relative,White,Female,0,0,40,United-States,<=50K
+Garold Windaybank,2/14/1997,474-03-8948,70803,41,Private,187336,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Carmen De Biaggi,3/8/1975,763-57-5792,45775,23,Private,204209,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,10,United-States,<=50K
+Dyanne Spackman,3/11/1972,682-54-8737,77815,42,Self-emp-not-inc,206066,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,United-States,<=50K
+Angelle Tench,5/30/1954,885-73-9522,46578,38,Private,63509,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Hestia Highway,3/9/1957,197-42-4189,47797,63,Self-emp-not-inc,391121,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Rena Caldero,3/4/2007,310-12-5258,9047,31,Private,56026,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Lucina Rudolph,9/9/2003,719-43-1590,74508,18,Self-emp-not-inc,60981,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,4,United-States,<=50K
+Bay MacMeekan,3/31/1980,253-10-9765,41108,21,Private,228255,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Xenos Conti,8/28/1987,144-06-0695,55958,24,Private,86745,Bachelors,13,Married-civ-spouse,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Hope Lagneaux,8/11/1986,876-12-3757,32785,55,Private,234327,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Yettie Earthfield,11/14/1997,448-70-0952,36794,20,Private,59948,9th,5,Never-married,Adm-clerical,Unmarried,Black,Female,114,0,20,United-States,<=50K
+Vikky Vedikhov,8/31/1969,582-75-3181,17748,31,Private,137814,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Donnajean Lampke,3/6/1985,161-05-7748,68549,23,Private,167692,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Taber Constantine,1/15/2006,541-01-7214,83615,35,Private,245090,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Beret Keddey,12/7/1973,289-28-1732,12073,51,Self-emp-not-inc,256963,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Matthaeus Node,1/2/1990,273-65-6205,36591,19,Private,160033,Some-college,10,Never-married,Protective-serv,Own-child,White,Female,0,0,30,United-States,<=50K
+Alie Alekhov,6/4/2005,139-19-0726,71607,38,Local-gov,289430,HS-grad,9,Divorced,Protective-serv,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Prudence Waryk,12/27/1984,348-14-0250,85701,52,Local-gov,305053,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2051,40,United-States,<=50K
+Sukey Keeney,4/29/1990,381-72-3534,61740,70,Self-emp-not-inc,172370,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+Curt Ortzen,3/21/1983,780-99-2749,53443,53,Private,320510,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Averell Foro,12/30/1963,468-93-4500,42639,59,Private,171355,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Trixie Manns,9/25/2010,307-37-2996,87988,39,Private,65027,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+Rudolfo Dennidge,10/18/1958,279-15-8312,15738,18,Private,215190,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Virginie Waterhouse,3/30/1962,568-07-2633,43679,41,,149385,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Omero Wix,7/19/1980,305-25-3355,60549,19,,169324,Some-college,10,Never-married,,Own-child,White,Male,0,0,10,United-States,<=50K
+Dame Davio,5/30/1966,560-74-3324,53996,24,Private,138938,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sky Appleby,8/10/1989,852-68-6946,24496,25,Private,557082,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Alick Dungate,11/4/1985,130-05-1777,78325,32,Private,273287,Some-college,10,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,40,Jamaica,<=50K
+Sarita Barthrop,2/11/1966,281-36-7658,55777,34,Self-emp-not-inc,77209,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1902,60,United-States,>50K
+Wren Boatman,6/13/1966,867-06-8530,44138,35,Private,317153,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Haleigh Blucher,6/4/1966,806-82-9027,7029,50,Private,95469,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,45,United-States,>50K
+Saundra Dawidowsky,5/14/1965,457-25-7884,95833,18,Private,302859,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Kristoforo Downe,7/18/1955,512-88-6271,77442,37,Private,333651,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Cynde Kares,2/15/1984,190-03-4442,84212,30,Private,177596,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+Kaja Yard,2/11/1981,846-49-7059,52000,40,Self-emp-inc,157240,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,30,Iran,>50K
+Jacinta Proffitt,5/12/1979,417-08-3850,8251,22,Private,184779,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Leroi Nanson,11/15/1999,610-59-7986,72969,50,Local-gov,138358,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,28,United-States,<=50K
+Ebony Manie,1/8/1959,203-19-8525,68451,70,Private,176285,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,23,United-States,<=50K
+Mickey Alessandretti,11/19/1997,640-94-5441,58872,43,Private,102180,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Franny Randal,1/9/1996,404-15-8814,93699,77,Self-emp-not-inc,209507,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Doralin Elliss,1/31/1987,283-03-9061,78391,30,Self-emp-not-inc,229741,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Melonie Freed,9/4/1991,502-19-8163,93952,33,Private,324546,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,39,United-States,<=50K
+Johannah MacNockater,8/30/1974,150-64-0617,13857,51,Private,337195,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,1902,50,United-States,>50K
+Lorelle Hall,3/5/1975,742-87-0083,48697,58,State-gov,194068,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Berte O' Reagan,7/26/1957,450-56-5460,59190,22,Private,250647,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,12,United-States,<=50K
+Darsey Blincko,11/27/1961,865-63-0809,6240,33,Private,477106,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Mead Drohun,9/26/1956,890-55-4403,14844,27,Private,104329,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Emlynne Aylmore,9/26/1995,107-68-4905,29727,35,Private,224566,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Patrice Greenslade,5/13/2006,571-52-7136,15848,32,Private,169841,Some-college,10,Divorced,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Hewie Storrs,11/19/1994,264-02-2324,35146,41,Private,42563,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,25,United-States,>50K
+Ruddy Lote,9/9/1968,289-51-4086,59775,37,Private,31368,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Renard Humberston,11/11/1978,736-08-0257,45146,17,Private,132755,11th,7,Never-married,Sales,Own-child,White,Male,0,0,15,United-States,<=50K
+Abie Frangleton,9/30/1988,851-06-8104,64237,50,Private,279129,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+Lorne Manthorpe,5/5/2007,803-95-3682,69228,31,,86143,HS-grad,9,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Ilario Agronski,3/21/1977,754-64-1086,79673,54,State-gov,44172,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+Carlin Heiton,12/21/1971,302-47-5637,29008,23,State-gov,93076,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Vasilis Marsham,5/4/1983,212-48-6158,2059,40,Private,146653,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+Aubrie Silversmid,11/20/2002,476-19-7480,37826,29,Private,221366,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,Germany,<=50K
+Alysa Kitt,6/27/1989,880-72-7831,90028,38,Private,189404,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,35,,<=50K
+Nelli Blasius,4/16/1952,868-08-1715,90635,30,Private,172304,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Vaughan Cettell,10/21/1991,798-25-5082,48474,20,Private,116666,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,8,India,<=50K
+Ignazio Lepope,4/16/1958,238-85-2558,89679,43,Self-emp-not-inc,64112,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Mavis Olivia,1/1/2003,149-11-7640,18852,25,Private,55718,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,25,United-States,<=50K
+Yank Jellyman,2/13/1981,367-54-8889,24538,39,Private,126675,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Dorri Keohane,5/14/1984,403-53-6316,52675,48,Private,102112,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Web Coviello,9/23/1962,879-07-0662,26174,41,Self-emp-not-inc,226505,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Cecilio Cradduck,8/12/1970,205-76-9520,17619,24,Private,211527,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Ronda Ditzel,8/24/2002,607-58-6319,37831,20,Private,175069,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,Yugoslavia,<=50K
+Hobard Dmisek,8/21/1988,861-02-6669,28350,25,Private,25249,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Karlene Larrosa,1/18/1991,389-38-0407,61308,57,Private,73411,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Aleda Hawarden,11/15/1976,470-88-1203,27180,39,Private,207185,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,Puerto-Rico,>50K
+Maddy MacCulloch,6/10/1975,398-83-2090,83439,66,Private,127139,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Vernen Dumblton,8/28/1974,159-80-8620,61140,34,Private,41809,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ximenes Durand,12/23/1972,406-19-3358,50598,36,Private,297449,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,40,United-States,>50K
+Celinka Smallthwaite,11/3/1952,376-84-5645,2516,46,Private,141483,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Halli Quartermaine,3/27/1995,469-91-2656,7890,42,Local-gov,117227,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,45,United-States,<=50K
+Theodora Michel,7/2/2003,778-01-8574,21967,46,Private,377401,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,70,Canada,>50K
+Mikol Brusby,5/11/1960,171-25-6003,94764,34,Local-gov,167063,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Chas MacGregor,4/25/1983,576-26-8038,60006,43,Private,253759,Some-college,10,Married-civ-spouse,Tech-support,Wife,Black,Female,0,0,40,United-States,<=50K
+Gannie Dormon,7/28/1995,886-80-7047,55883,42,Private,183096,Some-college,10,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Kipper Kneath,1/27/1988,353-18-6717,11101,31,Private,269654,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Herta Creffeild,7/6/1977,173-98-9826,71569,70,,293076,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+Madella de Mendoza,11/11/1955,540-59-4100,18431,32,Private,34104,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Emmalee Hocking,3/5/1959,372-84-2716,42509,46,Federal-gov,80057,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Germany,>50K
+Wallis Billings,8/29/1997,261-08-9902,67937,42,Self-emp-inc,369781,7th-8th,4,Divorced,Craft-repair,Unmarried,White,Male,0,0,25,United-States,<=50K
+Ruggiero Mouan,7/28/1972,135-08-7499,44331,21,Private,223811,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Aloisia Reeday,11/6/1973,637-25-4035,49979,24,Private,163053,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nevile Raspin,7/23/1965,789-66-5229,19303,23,Private,189461,HS-grad,9,Never-married,Sales,Other-relative,White,Male,0,0,55,United-States,<=50K
+Sherye Shorto,11/2/1975,749-86-2109,42260,50,Local-gov,145166,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7298,0,40,United-States,>50K
+Janina Mardlin,2/1/1964,140-49-3236,55790,37,Private,86310,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Lavina Staning,6/8/1969,867-84-9820,10819,19,,263224,11th,7,Never-married,,Unmarried,White,Female,0,0,30,United-States,<=50K
+Niles Vondrach,10/15/2009,672-41-6481,18984,44,Federal-gov,280362,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Law Lawden,10/1/1969,863-64-8578,4788,29,Private,301031,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Jan Oloshkin,7/24/2009,366-82-9881,86336,30,Private,74966,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,24,United-States,<=50K
+Jameson Kingham,2/6/1978,412-20-2667,82606,36,Private,254493,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,<=50K
+Fleur Penny,2/6/1966,470-60-1921,43746,49,Self-emp-not-inc,204241,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Edith McLeman,5/31/1979,185-18-7992,44522,29,Private,225024,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adolphus Calderon,3/31/1963,743-03-3491,44876,45,Local-gov,148222,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Dougy Fright,9/17/1993,484-19-1564,92905,75,State-gov,113868,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,20,United-States,>50K
+Ludvig Capel,1/26/1957,263-55-6233,60725,42,Private,132633,HS-grad,9,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,,<=50K
+Carmelina Satterly,11/1/1976,641-35-0352,36281,37,Private,44780,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Page Loudian,2/24/1987,729-66-4113,33061,51,Private,86373,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,25,United-States,<=50K
+Aurel Trimby,9/3/1967,206-08-9112,73288,61,Local-gov,176753,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+Mahalia Esgate,11/15/1994,478-31-6157,33471,33,Private,164707,Assoc-acdm,12,Never-married,Exec-managerial,Unmarried,White,Female,2174,0,55,,<=50K
+Laney Ballantyne,4/4/1980,777-85-5856,94731,50,Local-gov,370733,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Laney Raitt,8/10/2000,308-44-4947,41469,59,Private,216851,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kale Ahrenius,9/4/1959,649-87-3826,14003,25,Private,137951,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,30,United-States,<=50K
+Vidovic MacCoveney,12/18/1996,417-90-2255,40629,22,Private,185279,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+Kathlin Coneybeer,6/6/1952,226-57-7504,69623,56,Private,159724,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Dena Czaple,1/15/2002,255-57-7398,50359,44,Private,103233,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ethyl Munby,11/7/2002,272-62-0157,17421,35,Private,63509,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Amandy Queree,6/22/1963,169-44-0871,3909,57,Private,174353,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Marris Kmiec,8/23/1973,771-89-8750,42368,47,Self-emp-not-inc,168109,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,15024,0,50,United-States,>50K
+Stormie Copes,1/18/1955,667-10-2546,27240,27,Private,159724,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Adorne Henrie,12/3/1976,597-64-3724,10503,50,Self-emp-not-inc,105010,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,2051,20,United-States,<=50K
+Estrellita Varren,5/6/1967,590-47-4301,92062,30,Private,179112,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Male,0,0,40,,<=50K
+Drugi Speers,2/27/1998,863-41-3379,55722,46,Private,364913,11th,7,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Trueman Droogan,12/21/2006,813-69-6858,16202,48,Self-emp-inc,155664,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Colly Almack,2/23/1961,676-90-1770,91152,61,Private,230568,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+Myrilla Dannett,4/23/2003,605-30-4174,83179,33,Private,86492,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,87,United-States,<=50K
+Callida Druett,7/1/1979,408-17-0412,81464,40,Private,71305,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Ilse Dwyer,1/20/1956,594-02-7615,46689,58,Self-emp-inc,189933,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+Antonietta Lintott,12/17/2009,221-52-4760,58861,46,Self-emp-inc,191978,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2392,50,United-States,>50K
+Rudd Bramsen,5/23/1967,486-90-2269,30624,35,Private,38948,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Shaun Cardon,9/14/2007,660-17-3396,34699,51,Self-emp-inc,139127,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,50,United-States,<=50K
+Sibel Bubb,8/8/2005,197-64-9833,96187,37,Private,301568,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Rayna Stonall,5/20/1995,568-68-2509,83581,64,Private,149044,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2057,60,China,<=50K
+Hurley Dunkerly,8/14/1965,682-17-2032,98028,41,Private,197344,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,54,United-States,<=50K
+Lina Vecard,4/19/1999,102-25-0729,56038,18,Private,32244,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,594,0,30,United-States,<=50K
+Danella Swapp,9/12/1978,352-93-8238,20818,44,Self-emp-not-inc,315406,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,88,United-States,<=50K
+Ginger Greener,10/7/2011,510-34-9392,13357,41,State-gov,47170,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,Amer-Indian-Eskimo,Female,0,0,48,United-States,>50K
+Maxi Brookton,12/16/1971,543-43-9780,32719,33,State-gov,208785,Some-college,10,Separated,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+Ediva Rundle,2/4/1951,182-21-1005,13343,37,Private,196338,9th,5,Separated,Priv-house-serv,Unmarried,White,Female,0,0,16,Mexico,<=50K
+Alejoa Fesby,8/1/2003,879-11-7269,95019,34,Private,269243,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Thorny Springer,10/7/2008,895-34-8474,79875,24,Federal-gov,215115,Bachelors,13,Never-married,Tech-support,Own-child,White,Female,0,0,40,,<=50K
+Pascale Roden,5/30/2011,480-45-6729,4812,20,Private,117767,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Reidar Saffen,4/3/2002,880-66-6141,61288,38,Private,176101,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Zacharia Lockyer,1/5/1966,266-70-6107,17538,28,Private,138283,Assoc-voc,11,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Georgianna Brambill,11/11/1972,511-51-1400,52480,20,Self-emp-not-inc,132320,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+Deanne McGarrity,4/4/1978,537-09-7207,90088,22,Federal-gov,471452,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,8,United-States,<=50K
+Cletus Piggford,9/4/2005,699-26-1062,76702,55,Private,147653,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,73,United-States,<=50K
+Nataline Chesterfield,5/16/1981,203-53-7728,88259,20,Private,49179,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Phaedra Fredi,6/16/1986,687-12-8941,66955,26,Private,174921,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kasper Gradly,11/13/1978,240-86-3244,27694,20,Self-emp-inc,95997,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,70,United-States,<=50K
+Nikolos Liddard,5/21/1958,399-11-0508,84540,40,Private,247245,9th,5,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Freddie Meaton,10/27/1983,511-61-7629,35402,33,Private,67072,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Joli Culcheth,1/14/1979,817-53-6641,79459,54,,95329,Some-college,10,Divorced,,Own-child,White,Male,0,0,50,United-States,<=50K
+Koenraad Backler,6/2/1980,459-73-6655,5672,24,Private,107882,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lari Kolak,5/19/1965,442-01-8647,93505,25,Private,241825,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,46,United-States,<=50K
+Jeddy Pozzi,2/26/1967,750-25-6832,47378,18,Private,79443,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+Siusan Challenor,2/10/1997,830-95-9514,21687,49,Self-emp-not-inc,233059,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Cindee Trobe,2/24/2003,769-23-0843,42542,17,Private,226980,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,17,United-States,<=50K
+Michale Grisewood,10/26/1983,453-98-7417,91977,34,Self-emp-not-inc,181087,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Eldredge Bleyman,5/3/1967,420-71-4783,27995,37,Private,305597,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Wallache Wanderschek,7/20/1998,254-99-8615,38969,49,Federal-gov,311671,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Esdras Sowley,7/15/1951,358-91-4530,14803,74,Private,129879,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,15831,0,40,United-States,>50K
+Raychel Franzman,2/7/1989,480-86-3754,28363,37,Private,83375,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Yehudit Liepina,4/21/1981,536-53-1615,18354,20,Private,115824,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1573,40,United-States,<=50K
+Evonne Mardlin,1/2/1990,786-47-5247,27197,40,Private,141657,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,35,United-States,>50K
+Paton Caldera,8/14/1961,801-01-3218,33238,34,Private,50276,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,27828,0,40,United-States,>50K
+Isaak Rosenthaler,3/3/1978,585-02-2408,6640,30,Private,177216,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,1740,40,Haiti,<=50K
+Hildegaard Bucky,2/4/1960,220-18-7279,86982,44,Private,228057,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,Puerto-Rico,<=50K
+Sam Jarley,9/30/1983,877-75-9473,61616,40,Private,222848,10th,6,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,32,United-States,<=50K
+Hortense Wayper,6/24/2011,526-59-6110,19557,58,Private,121111,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,Greece,<=50K
+Dareen Doddemeede,1/9/1982,480-45-0544,21299,44,Private,298885,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Alejandro Tinsley,4/20/2010,136-58-9894,43068,42,Private,149909,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,>50K
+Junia Poundford,3/30/1999,341-35-1475,12901,39,Private,387430,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,18,United-States,<=50K
+Ivory Silly,3/18/1990,761-07-4377,558,19,Private,121972,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,40,United-States,<=50K
+Alicia Blundan,7/31/1998,811-28-5156,22716,41,Private,280167,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,70,United-States,>50K
+Virgie Burdytt,1/17/1975,781-56-5579,77287,29,State-gov,191355,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sonny Ewbanke,12/18/1977,157-94-4033,51676,34,Federal-gov,112115,Some-college,10,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Bryant Showell,7/11/1954,806-90-3825,71390,38,,104094,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Ciro Morten,3/12/1966,632-38-1422,69962,27,Private,211032,Preschool,1,Married-civ-spouse,Farming-fishing,Other-relative,White,Male,41310,0,24,Mexico,<=50K
+Debra Cheshir,5/29/1979,743-75-1619,69021,54,Private,199307,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,48,United-States,<=50K
+Buiron Bourner,10/18/2001,142-20-6612,46333,40,Private,205175,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,37,United-States,<=50K
+Lesly Themann,1/25/1979,358-19-0985,15413,19,Private,257750,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,25,United-States,<=50K
+Bette Goutcher,5/24/1985,740-14-5657,12539,17,Private,191260,11th,7,Never-married,Other-service,Own-child,White,Male,594,0,10,United-States,<=50K
+Melissa Gerrit,6/29/1955,641-64-9573,29430,33,Private,342730,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,<=50K
+Zedekiah Reicherz,7/20/1974,425-20-9383,83379,80,Private,249983,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Chuck Timoney,1/1/2002,722-31-4479,44070,24,Self-emp-not-inc,161508,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+Berte Assaf,5/18/2009,884-16-3160,10304,28,Private,338376,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Flo Lemme,10/2/1951,859-20-6050,41631,55,Private,334308,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+Muffin Windsor,2/19/1971,616-08-2926,45656,21,Private,133471,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Roman Josland,7/25/1988,389-38-5112,16959,51,Private,129177,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Holmes Burnitt,11/30/2003,867-84-9325,8629,19,Private,178811,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Keen Edinboro,5/11/1958,228-16-7874,31704,42,Private,178537,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Minnaminnie Cottu,6/13/1995,293-01-2950,63521,60,Self-emp-not-inc,235535,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Layne Chapman,9/24/2002,852-22-1022,20026,20,,298155,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+Thor Dilkes,7/29/2011,279-15-8643,14135,51,Private,145114,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Joseito Abden,12/30/1976,448-22-3000,67122,21,Private,194096,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Shanon Roset,3/25/1983,335-09-3659,10076,37,State-gov,191779,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Linette Townsley,11/27/1977,247-84-8311,68216,26,Private,159732,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Farrel Oki,8/18/1987,693-81-1448,44218,42,Federal-gov,170230,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14084,0,60,United-States,>50K
+Jori Duthy,3/6/1952,460-83-4515,82236,40,Private,104719,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Donovan Fallon,2/4/2010,848-62-0723,46726,55,Private,163083,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Fabe Gunthorp,1/25/1958,398-89-6739,554,33,Private,403552,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+Teodoor Marland,1/4/1995,592-31-8904,30815,62,Private,218009,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1977,60,United-States,>50K
+Yankee Mushet,7/5/1972,520-19-8299,30443,47,Private,179313,10th,6,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Shellie Warrillow,3/25/1978,324-12-8305,38365,26,Private,51961,12th,8,Never-married,Sales,Other-relative,Black,Male,0,0,51,United-States,<=50K
+Dyna Lightowler,12/17/1973,316-48-2766,53142,59,Private,426001,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,20,Puerto-Rico,<=50K
+Dougy Hughes,11/23/1967,217-67-2699,56482,70,Local-gov,176493,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,17,United-States,<=50K
+Griselda McCaughran,10/24/1974,287-32-9065,72399,26,Private,124068,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Martie Goadbie,1/3/1998,738-56-7144,66300,47,Private,108510,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,<=50K
+Ingeberg Girk,5/3/1958,504-53-1646,68188,25,Private,181528,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Culver Rebbeck,7/23/1998,897-66-5575,56175,52,Self-emp-inc,173754,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,60,United-States,>50K
+Nobie Windle,3/17/1955,306-65-1585,96802,46,Private,169699,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Alysa Cracoe,5/3/1975,651-98-0140,85389,67,Private,126849,10th,6,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+Rey Overstall,12/2/1951,350-21-8757,35343,34,Private,204470,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Corly Trude,1/15/1964,839-16-4958,37015,53,State-gov,116367,Some-college,10,Divorced,Adm-clerical,Other-relative,White,Female,4650,0,40,United-States,<=50K
+Gail Rentenbeck,8/5/1993,788-13-9880,32770,22,Private,117363,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Alfi Spary,1/14/1971,422-62-7577,75701,39,Local-gov,106297,HS-grad,9,Divorced,Adm-clerical,Own-child,White,Male,0,0,42,United-States,<=50K
+Kurt Deeves,10/31/2002,418-36-6471,9188,54,Self-emp-not-inc,108933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Fanni Pittford,5/14/2000,816-70-1311,40016,24,Private,190143,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Fidel Jacques,4/10/1954,135-71-1596,25621,37,Private,246677,HS-grad,9,Separated,Prof-specialty,Unmarried,White,Female,0,0,38,United-States,<=50K
+Bibi Pollicote,9/25/1996,539-54-4073,36111,38,Private,175360,10th,6,Never-married,Prof-specialty,Not-in-family,White,Male,0,2559,90,United-States,>50K
+Esdras Finnan,12/28/1964,416-05-9000,86426,41,Local-gov,210259,Masters,14,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Sena Vlasenkov,7/8/1996,160-10-2875,38267,36,Private,166304,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,33,United-States,<=50K
+Martie Josefsen,10/8/1959,452-06-0372,17889,43,Private,303051,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+Merwin Tilley,11/11/1964,488-32-6487,94028,39,Private,49308,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Thaxter Allwood,1/31/1980,730-98-3731,37441,26,Private,192262,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+Darcy Tomlinson,4/22/1958,460-85-0519,89049,49,Local-gov,192349,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,4650,0,40,United-States,<=50K
+Ebenezer Nickolls,12/26/1983,783-59-0794,52421,37,Self-emp-not-inc,48063,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Monah Ewenson,6/6/2012,195-54-2199,49381,43,Private,170214,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Georgeanne Crosston,8/13/1959,781-25-9458,58435,54,Federal-gov,51048,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Rockie Reiners,6/14/1984,611-34-3285,90996,53,Self-emp-inc,246562,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Mexico,>50K
+Lyman MacCallester,2/15/1975,301-68-6379,20274,57,Local-gov,215175,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Pryce Aughton,10/23/1975,136-29-2905,78940,28,Private,114967,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Jeanie Knutsen,6/13/1959,798-08-6396,37950,29,Private,464536,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Kellyann Atterley,11/3/1968,327-63-1185,42083,21,Private,451996,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Ericka Carthy,6/10/1986,242-68-2229,70132,51,Private,138852,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Morgun Redmayne,8/1/1999,371-96-3300,72348,46,State-gov,353012,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Elle Backshaw,6/25/1985,482-01-7042,13233,50,Self-emp-inc,321822,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+Katherina Strelitzer,6/2/1990,315-95-5709,9702,50,Self-emp-not-inc,324506,HS-grad,9,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,48,South,<=50K
+Abbot Bosanko,9/19/1994,352-29-1973,53517,36,Private,162256,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gonzales Gimblet,2/4/1962,692-25-4665,6252,31,Local-gov,356689,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Roy Ricardin,7/12/1965,149-49-0400,55317,20,Private,260199,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Tybalt Zellner,3/9/1987,447-32-9473,21375,36,Private,103605,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Sim Holt,5/12/2007,212-71-9646,12231,38,Private,316211,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Fenelia Mitford,9/16/1956,525-19-3818,68980,37,Private,308691,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Jeanne Wynch,3/2/1983,484-87-4340,72048,39,Private,194404,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+Joya Stirland,2/10/2005,423-68-1797,10414,18,Private,334427,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,36,United-States,<=50K
+Katherine Corkett,6/28/1970,558-85-3031,48387,33,Private,213226,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Natka Furness,3/14/1971,629-86-1944,561,35,Private,342824,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,1151,0,40,United-States,<=50K
+Hamnet Siddaley,6/27/1972,440-89-0425,47830,23,Private,33105,Some-college,10,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Pepi Rainton,9/30/1963,202-13-5021,26534,37,Private,147638,Bachelors,13,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,36,Philippines,<=50K
+Gui Dmtrovic,9/11/1979,799-57-8997,10927,25,Private,315643,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,30,United-States,<=50K
+Anselma Snedker,6/23/1985,150-05-5575,20636,51,Federal-gov,106257,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,Black,Male,0,0,40,United-States,<=50K
+Dougy Dudden,9/25/1955,490-11-4269,76446,35,Private,342768,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Parry Spain-Gower,6/14/1960,700-07-9368,82943,54,Private,108960,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Ashlee Stellin,10/19/1999,567-13-7371,45130,66,,168071,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+Nadiya Wackett,9/29/1982,600-20-9284,75281,32,Private,136935,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,13,United-States,<=50K
+Igor Scottesmoor,10/6/1962,347-08-4981,99167,37,Self-emp-not-inc,188774,Bachelors,13,Never-married,Protective-serv,Not-in-family,White,Male,0,0,55,United-States,>50K
+Glynnis Roskilly,10/2/1977,584-26-2694,53177,29,Private,280344,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Edik Hannaford,10/29/1956,690-65-9148,19491,45,Private,202496,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,37,United-States,<=50K
+Lisetta Chrstine,1/6/1990,303-81-7160,33915,61,Self-emp-inc,134768,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Forbes Etock,9/21/1998,393-54-0810,54303,40,Private,175686,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lyon Franzonello,6/24/1981,740-11-0113,51672,24,Private,194748,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Female,0,0,49,United-States,<=50K
+Dre Challes,9/29/1993,631-79-8572,6252,49,Private,61307,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,38,United-States,<=50K
+Heath Maun,8/12/1959,814-27-9692,49590,51,Self-emp-not-inc,165001,Masters,14,Divorced,Exec-managerial,Unmarried,White,Male,25236,0,50,United-States,>50K
+Reinaldos Yashnov,8/19/1995,678-78-1423,88760,34,Private,325658,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Tildy Espinosa,11/28/1987,762-78-7665,54842,28,,201844,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Jessie Sabater,1/21/1957,483-31-4537,4376,20,Private,505980,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Gardner Andress,3/4/2001,899-28-5507,71928,30,Private,185336,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,37,United-States,<=50K
+Nara Tather,9/9/2005,195-45-8174,96390,49,Self-emp-inc,362795,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,99999,0,80,Mexico,>50K
+Brion Yarnton,2/28/1979,478-95-7670,96923,26,Private,126829,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Frederik Hurdwell,10/4/2009,325-99-1227,32846,63,Private,264600,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+Emmalynne Woodson,3/10/1966,798-68-6037,40798,36,Private,82743,Assoc-acdm,12,Never-married,Transport-moving,Not-in-family,White,Male,0,0,55,Iran,<=50K
+Manon O'Crotty,8/11/1983,508-74-1672,61921,63,Self-emp-not-inc,125178,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Sancho Luchetti,4/23/1995,405-50-4598,23238,22,Private,128487,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Beverlee Drakeley,2/14/2001,716-30-8986,85526,40,Private,321758,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Jerrine Van de Velde,10/18/1986,672-64-1499,46716,31,Private,128220,7th-8th,4,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Lyn Peto,12/4/1992,119-49-6584,56297,49,Private,176814,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Canada,<=50K
+Katharyn Methringham,7/6/1982,478-53-5232,55,35,Private,188069,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,13550,0,55,,>50K
+Farrand Held,4/27/1993,463-44-5622,52499,23,State-gov,156423,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,20,United-States,<=50K
+Maurene Durtnel,8/21/1953,452-85-4751,29441,25,Private,169905,Assoc-voc,11,Never-married,Sales,Not-in-family,White,Male,27828,0,40,United-States,>50K
+Estelle Albiston,8/5/1993,876-75-4139,23646,34,,157289,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Wylie Stancliffe,2/10/2008,148-29-9175,2677,28,Private,176972,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Nanon Stennings,1/23/1971,615-82-6054,35998,44,Self-emp-not-inc,171424,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,2205,35,United-States,<=50K
+Lenna Rableau,10/21/1973,737-34-5090,18151,33,Private,91811,HS-grad,9,Separated,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jamil Kettlestringes,9/11/1991,189-50-1123,93486,21,Private,203924,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,2597,0,45,United-States,<=50K
+Danie Morman,10/27/1972,603-02-9502,75343,55,Private,177484,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,0,1672,40,United-States,<=50K
+Sabrina McEnhill,12/7/1973,791-11-8393,58049,17,,454614,11th,7,Never-married,,Own-child,White,Female,0,0,8,United-States,<=50K
+Rosamund Chritchlow,3/13/1985,241-56-3123,79574,75,Self-emp-not-inc,242108,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,2346,0,15,United-States,<=50K
+Yank Fahy,12/18/1965,370-34-6802,83184,61,Private,132972,9th,5,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Tommi Massow,3/11/1984,312-08-8000,98937,53,Private,157947,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lennie Grimsdale,4/27/1996,203-42-2550,76266,26,Local-gov,177482,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+Gabriell Grafton,12/25/1953,504-09-3067,56683,48,Private,246891,Some-college,10,Widowed,Sales,Unmarried,White,Male,0,0,50,United-States,>50K
+Todd Gotfrey,11/12/2003,551-70-7078,84851,28,State-gov,158834,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Iorgos Cheales,1/25/1995,495-46-3698,16492,30,,203834,Bachelors,13,Never-married,,Not-in-family,Asian-Pac-Islander,Female,0,0,50,Taiwan,<=50K
+Ches Sancraft,11/27/1991,661-15-7130,96683,29,Private,110442,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+Shanta Ranald,11/18/1962,375-24-5774,1309,25,Private,240676,Some-college,10,Divorced,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Sean Kleiser,8/24/2008,135-14-3694,96512,37,Private,192939,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Paulie Honnicott,1/12/1978,305-50-2025,15820,43,Local-gov,260696,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+Saloma Helleckas,11/11/1982,100-47-0901,98994,40,Local-gov,55363,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Lorant Blackley,1/24/1951,399-49-7262,56463,34,Private,144949,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Demetre Mallya,10/20/1994,835-36-5625,98695,55,Private,116878,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,30,United-States,>50K
+Tanya Putnam,4/7/2001,874-76-2307,31982,31,Local-gov,357954,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Mirabel Duckers,1/29/1954,315-26-3899,38702,21,,170038,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Waylin Wordsworth,8/8/2002,743-44-8712,46596,32,Self-emp-not-inc,190290,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Italy,<=50K
+Xymenes Swannell,8/30/1969,490-86-4015,12575,26,State-gov,203279,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,2463,0,50,India,<=50K
+Eustacia Baxendale,5/10/1965,459-68-5320,40333,26,Private,167761,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Delbert Maylor,7/25/1963,447-53-2719,89089,44,Private,138845,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Anabella Creber,4/24/1988,555-68-3660,94729,49,Private,144844,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,52,United-States,>50K
+Kara Pennington,9/27/1973,399-06-6886,66197,21,,161930,HS-grad,9,Never-married,,Own-child,Black,Female,0,1504,30,United-States,<=50K
+Berk Charlon,9/29/2000,303-23-1441,2442,26,Private,55743,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Reggy Cadney,5/2/1958,246-92-5749,98062,40,Self-emp-not-inc,117721,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Robbin Hise,4/27/1964,679-09-8415,56252,19,Self-emp-not-inc,116385,11th,7,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nathanil Dannel,1/12/1952,292-55-9675,7123,58,Private,301867,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Wheeler Hutchison,8/8/1963,581-52-0561,4564,61,Private,238913,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Tomlin Stuttard,5/27/1985,695-08-0161,10122,28,Self-emp-not-inc,123983,Some-college,10,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Male,0,0,63,South,<=50K
+Clair Kuhl,8/28/1988,481-90-3103,74984,26,Private,165510,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Minerva Aberdein,2/8/1962,640-93-4676,4268,64,Private,183513,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Florrie Weepers,4/14/1972,284-62-4769,84782,42,Self-emp-inc,119281,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Giralda Hannabuss,10/10/2009,808-71-8174,46209,41,Private,152629,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Linda Sara,3/4/1989,406-25-2084,11126,45,Private,110171,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Franchot Garroch,7/20/1983,504-46-9971,16437,39,Private,211440,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Gabriele Sannes,1/28/2012,724-73-0547,71586,41,Local-gov,359259,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Vida Cressor,12/5/2002,631-22-9445,34522,51,Private,125796,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+Bellina Kures,7/19/1963,537-86-2079,45254,34,Private,39609,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kiley Wincer,9/24/2006,427-45-2895,42660,33,Private,111567,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,Germany,>50K
+Tove Gorrissen,12/5/1977,560-67-4007,57893,23,Private,44064,Some-college,10,Separated,Other-service,Not-in-family,White,Male,0,2559,40,United-States,>50K
+Babbette Yetton,11/28/2000,135-29-9298,70929,35,Self-emp-not-inc,120066,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,60,United-States,<=50K
+Ailis Muspratt,10/9/1984,681-89-1986,47788,41,Private,132633,11th,7,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,25,Guatemala,<=50K
+Urbain Paris,9/5/2002,777-70-1028,68274,39,Private,192702,Masters,14,Never-married,Craft-repair,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Minerva Padson,8/13/1970,293-30-8706,40509,41,Private,166813,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Royal MacVanamy,2/15/2001,199-19-6302,14269,33,Self-emp-inc,40444,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Audy Easun,2/8/1951,175-09-4676,51918,22,Private,290504,HS-grad,9,Never-married,Other-service,Other-relative,White,Male,0,0,40,United-States,<=50K
+Cherey Crossby,4/28/1961,145-29-2627,58882,25,Private,178505,Some-college,10,Never-married,Exec-managerial,Other-relative,White,Female,0,1504,45,United-States,<=50K
+Florance Varfalameev,5/4/1997,868-02-6187,44092,25,Private,175370,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Garald Sedcole,9/6/2004,773-07-8683,84595,77,Self-emp-not-inc,72931,7th-8th,4,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,20,Italy,>50K
+Ronni Boriston,11/10/1992,103-29-8685,17541,33,,234542,Assoc-voc,11,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Hewitt Essery,8/29/1971,281-35-1228,19528,66,Private,284021,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tallie Frantsev,6/12/2004,230-23-7915,89184,19,Private,277974,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+Carmelina Francombe,11/27/1977,153-15-2858,31206,44,Private,111275,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,38,United-States,<=50K
+Brade Waples,10/12/2009,542-83-7986,62744,45,Self-emp-inc,191776,Masters,14,Divorced,Sales,Unmarried,White,Female,25236,0,42,United-States,>50K
+Maia Boggish,2/15/1956,657-53-0038,55169,28,Private,125527,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Kelsy Merrell,7/20/1990,478-28-1309,24151,19,Private,38294,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,2597,0,40,United-States,<=50K
+Fawn O'Geneay,5/16/1991,439-81-9623,69306,43,Private,313022,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,4386,0,40,United-States,>50K
+Abran Bruce,10/5/1971,457-85-7782,98010,39,Private,179668,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+Ketti Najara,7/4/1968,479-23-3233,20228,33,Private,198660,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Mic Geyton,8/24/2006,603-16-7435,61123,44,Private,216116,HS-grad,9,Married-spouse-absent,Other-service,Not-in-family,Black,Female,0,0,40,Jamaica,<=50K
+Kati Kite,10/8/2010,370-33-8035,38252,62,Private,200922,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mariel Carlisle,12/17/1970,610-18-1279,62616,40,Private,153372,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Rachael Cush,8/18/1995,495-34-9753,98611,41,Private,406603,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,6,Iran,<=50K
+Estel Solesbury,6/5/2004,252-61-4588,84937,23,Local-gov,248344,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+Jacqueline Ramberg,12/18/1982,721-21-2047,57620,48,Private,240629,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Italy,>50K
+Rice Offell,5/4/1959,608-58-9467,72315,38,Private,314310,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Therese Code,2/13/1956,177-80-8562,4732,37,Private,259785,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Mallory Espinet,2/10/1984,585-43-2620,24754,45,Private,127111,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Clarisse Lovewell,12/10/1994,436-65-5012,8822,29,Private,178272,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Jacquie Winslow,1/30/1984,146-97-3127,85547,66,Local-gov,75134,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,25,United-States,<=50K
+Lola Jeppe,8/18/1951,845-22-0403,13732,19,Private,195985,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Arlie Basant,5/24/1952,475-40-6384,90214,23,Private,221955,9th,5,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,39,Mexico,<=50K
+Baldwin Haugg,3/5/1959,416-76-4505,84858,34,Private,177675,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Viva Tompsett,6/29/1962,777-71-0671,70562,39,Private,182828,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Belva Verny,6/8/1983,417-99-2275,17844,33,Self-emp-not-inc,270889,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Ronnie Larkins,3/21/1994,366-83-5200,25274,43,Private,183096,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,10,United-States,<=50K
+Ximenes Joskovitch,5/19/2012,509-40-9965,1017,27,Private,336951,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,99,United-States,<=50K
+Sacha Picardo,9/5/1988,710-47-3007,34155,33,State-gov,295589,Some-college,10,Separated,Adm-clerical,Own-child,Black,Male,0,0,35,United-States,<=50K
+Arabela Houlridge,7/16/2007,561-89-9085,90103,26,Private,289980,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,Mexico,<=50K
+Witty Gillard,8/15/1993,737-80-0182,42259,56,Self-emp-inc,70720,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,27828,0,60,United-States,>50K
+Tim Knight,7/18/2009,822-97-6475,141,46,Private,163352,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,36,United-States,<=50K
+Sholom Denisovich,5/20/1967,353-64-7257,29396,38,Private,190776,Assoc-acdm,12,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Dena Troker,4/20/1992,660-63-7942,93098,90,Private,313986,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Mirabelle Elington,12/20/2002,152-86-1860,37439,72,Self-emp-inc,473748,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,25,United-States,>50K
+Giorgi Laugharne,12/16/1960,343-98-3695,74795,20,Private,163003,HS-grad,9,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,0,0,15,United-States,<=50K
+Linell Fawdry,7/11/1990,308-80-6903,2477,29,Private,183061,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+Binny Pashley,4/7/1967,878-86-4523,56078,49,Private,123584,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,United-States,<=50K
+Koralle Offa,7/26/1998,167-03-8879,32331,23,Private,120910,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Lynett Stilgoe,11/27/1983,691-83-8779,31668,20,Private,227554,Some-college,10,Married-spouse-absent,Sales,Own-child,Black,Female,0,0,18,United-States,<=50K
+Giraldo Woolfenden,5/10/1989,823-01-8207,99038,57,Private,182677,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,4508,0,40,South,<=50K
+Salmon Redd,6/8/2000,814-42-4415,20345,46,Private,214955,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Netti Hensmans,2/15/2010,828-07-6718,5628,33,Private,209768,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Martyn Hainey,3/26/1966,725-26-1502,28102,24,Private,258120,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,55,Jamaica,<=50K
+Jessika Miettinen,5/28/2011,548-31-9494,12189,49,Private,110015,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Greece,<=50K
+Rusty Deeks,6/22/1962,173-29-8390,51720,54,Private,152652,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+Geri Harsum,1/6/1969,396-47-8786,96198,46,Federal-gov,43206,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,50,United-States,>50K
+Robin Ranshaw,5/18/1981,850-83-8226,1064,31,Self-emp-not-inc,114639,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Debera Eidelman,8/16/1984,215-61-1380,69564,43,Self-emp-inc,221172,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,40,United-States,>50K
+Quinton Trehearn,9/27/1970,701-94-3101,47399,18,,128538,Some-college,10,Never-married,,Own-child,White,Female,0,0,6,United-States,<=50K
+Grange O'Driscole,6/21/1960,444-54-9010,48428,19,Private,131615,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Barty Billyeald,9/12/1953,657-46-8847,82672,46,Private,353824,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Esmeralda Aldwich,5/29/1999,225-87-6402,30856,43,Private,178417,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Nikki Coling,8/29/2010,101-77-6036,22015,58,Private,178644,HS-grad,9,Widowed,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Aloysia Pitrasso,7/7/1978,836-27-6643,2884,43,Self-emp-not-inc,271665,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Georgia Spir,11/28/1975,580-51-2043,20858,37,,223732,Some-college,10,Separated,,Unmarried,White,Male,0,0,40,United-States,<=50K
+Garrick Hubner,8/25/1953,288-53-8402,20714,21,Federal-gov,169003,12th,8,Never-married,Adm-clerical,Own-child,Black,Male,0,0,25,United-States,<=50K
+Joel Bellas,3/3/1952,408-08-7026,89433,52,State-gov,338816,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,70,United-States,>50K
+Annamaria Britney,9/16/1950,453-75-5577,64174,34,Private,506858,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,32,United-States,>50K
+Scarlet Anespie,7/27/1952,697-84-5573,54136,28,Private,265628,Assoc-voc,11,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Thoma Trumper,10/24/1977,754-46-4230,93849,34,Private,173495,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dorey Malyan,9/21/1992,829-51-4302,83186,29,Private,177413,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Damiano Selliman,11/2/1980,158-36-4038,99924,39,Private,31670,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,65,United-States,<=50K
+Danit Campbell,2/25/1986,732-12-8933,73424,49,Private,154451,11th,7,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Maible Huot,12/24/1972,710-99-0696,93102,35,Private,265535,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,50,Jamaica,>50K
+Laure Brooke,1/12/1969,212-72-5954,24419,31,Private,118941,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Marieann Howkins,9/27/1972,821-80-0902,26683,18,Private,214617,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Jackquelin Kunzler,6/27/1960,570-75-1165,9384,47,Local-gov,265097,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,4386,0,40,United-States,>50K
+Ansel Glasgow,12/25/1984,203-79-2690,39255,46,Private,276087,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,5013,0,50,United-States,<=50K
+Rasla Brailey,12/15/1999,680-45-1310,88284,43,Private,124692,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Tracie Ianelli,11/17/1955,527-47-8937,98862,51,Federal-gov,306784,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,4386,0,40,United-States,>50K
+Mariann Sture,1/24/1985,155-05-9074,53734,21,Private,434102,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Toddie Pattingson,5/3/1982,613-47-8926,775,18,,387641,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Nessi Bottinelli,9/23/1950,501-22-2620,6471,31,State-gov,181824,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,35,United-States,>50K
+Berenice Scouse,6/18/1997,351-43-6803,38250,39,Local-gov,177907,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1887,40,United-States,>50K
+Gilberta Olphert,8/18/1992,151-59-3812,28746,58,Private,87329,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,48,United-States,<=50K
+Catie Courtier,7/27/1977,281-91-6422,94051,36,Private,263130,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kristan Hillitt,12/28/1951,461-08-8441,99266,38,Private,262882,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Rachel Creffeild,12/31/2008,598-14-3008,6171,31,Private,37546,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1902,35,United-States,>50K
+Ebenezer O' Mara,7/1/1988,665-37-2921,486,19,Private,27433,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Octavia Bichener,8/21/1989,488-04-3354,96749,38,Private,393945,Assoc-voc,11,Divorced,Tech-support,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Ilse Flaunders,2/19/1962,108-88-4540,4080,26,Private,173927,Assoc-voc,11,Never-married,Prof-specialty,Own-child,Other,Female,0,0,60,Jamaica,<=50K
+Gustie Wadwell,10/19/1973,199-52-6064,25594,38,Private,343403,Assoc-acdm,12,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,16,United-States,<=50K
+Alvinia Bridgeland,6/3/1974,559-48-9079,40374,36,Private,111128,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Cassius Try,6/2/1973,833-30-6719,49688,40,Private,193882,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Fernande Wheldon,9/25/1982,784-93-9710,23209,25,Private,310864,Bachelors,13,Never-married,Tech-support,Not-in-family,Black,Male,0,0,40,,<=50K
+Tory Twidale,11/8/1971,575-18-2034,82853,41,Private,128354,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,25,United-States,>50K
+Dermot Curgenuer,6/5/1968,454-77-0254,26646,33,Private,113364,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Cam Bock,5/17/2010,390-51-2917,85361,63,,198559,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,16,United-States,<=50K
+Sianna Battista,5/5/1972,870-34-1459,59427,51,Private,136913,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Egbert Weippert,12/25/1983,319-53-4577,37219,34,Private,115488,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Eugen Grummitt,7/2/1989,237-42-1895,41158,33,Private,154227,Assoc-voc,11,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Willow Hasnney,4/19/2004,832-84-9351,76433,25,Private,279667,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Penni Sponer,10/21/2011,298-74-0371,30474,30,Self-emp-not-inc,281030,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,66,United-States,<=50K
+Dore Mccaull,8/16/1990,655-07-6657,31259,19,Private,283945,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+Maighdiln Burgwin,11/25/1994,433-90-1593,84347,47,Private,454989,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Abba Rekes,9/27/1960,178-12-4706,22029,26,Private,391349,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rivalee Lesurf,6/2/1953,179-50-5402,26245,21,State-gov,166704,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,14,United-States,<=50K
+Gabriela Melling,6/10/2012,871-74-1478,71258,36,Private,151835,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,>50K
+Hatty Cirlos,4/4/2006,288-79-6529,64350,60,Private,199085,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Flossy Maulin,10/5/1952,543-32-7601,36103,28,Private,61487,HS-grad,9,Never-married,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Martino Holsey,4/5/2000,394-14-9355,86935,19,Private,120251,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,14,United-States,<=50K
+Lucian Chaman,2/22/1998,215-59-9692,53103,42,Private,273230,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,90,United-States,<=50K
+Rafferty Laxen,11/10/2005,494-66-5789,66805,36,Private,358373,HS-grad,9,Separated,Machine-op-inspct,Not-in-family,Black,Female,0,0,36,United-States,<=50K
+Tandi De Witt,7/24/1997,319-55-2540,32092,35,Private,267891,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,38,United-States,<=50K
+Sargent Clubbe,11/8/1950,319-08-0677,37413,22,Private,234880,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Borg Thorowgood,1/14/1979,122-47-7414,84316,54,Private,48358,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Woodman Jewell,3/15/2006,155-26-9874,83718,36,Private,96452,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Michel Wandtke,7/18/1990,407-99-5257,73233,55,Private,204751,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+Marlyn Ary,2/24/1955,551-43-4791,17918,57,Private,375868,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Moira Tunno,11/21/1973,753-82-1210,164,56,Private,413373,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,36,United-States,<=50K
+Floyd Sporgeon,9/4/1989,223-94-7243,38985,24,Private,537222,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Ursula Crane,8/7/1996,795-23-4998,98372,35,Local-gov,33975,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Vivian Lashley,9/1/2011,544-31-5426,73044,51,Self-emp-inc,162327,11th,7,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Elsy Thynn,1/1/1989,531-48-9581,15917,34,Private,182691,HS-grad,9,Divorced,Exec-managerial,Own-child,White,Male,0,0,44,United-States,<=50K
+Anselma Wornham,4/2/1982,789-68-8785,73963,36,Private,300829,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,42,United-States,<=50K
+Renee Tatford,10/17/1954,456-46-8569,46569,51,Local-gov,114508,9th,5,Separated,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+Silvain Scandwright,6/7/2006,822-76-7340,93934,46,Self-emp-inc,214627,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Julissa Grimster,4/6/1978,670-89-7781,27995,42,Private,129684,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Female,5455,0,50,United-States,<=50K
+Ilaire Kieff,9/24/1964,706-33-7153,11990,25,State-gov,120041,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Minny Skylett,8/9/1967,787-93-6164,95331,22,Private,361138,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+Gretel Stenton,3/26/2008,597-15-7051,31473,37,Private,76893,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Abbey Kersting,8/28/1973,681-49-4500,32572,48,Private,205424,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,40,United-States,>50K
+Collete Kield,5/13/2006,607-84-9932,40153,61,Private,176839,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Alejandrina Fer,5/4/1952,310-97-3956,720,40,Private,229148,12th,8,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,Jamaica,<=50K
+Rania Mustill,1/15/1968,394-38-7374,30052,58,Self-emp-inc,154537,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,20,United-States,>50K
+Honoria O'Dreain,2/19/1954,289-14-9949,32143,52,Private,181901,HS-grad,9,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,0,0,20,Mexico,<=50K
+Shae Charopen,8/2/1987,341-85-2140,95926,18,Private,152004,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+Rickie Godthaab,6/4/1965,682-51-1071,85521,27,Private,205188,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Tann Clever,9/19/1983,671-48-7977,44792,48,Self-emp-not-inc,30840,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,45,United-States,<=50K
+Ancell McKeran,3/10/1961,354-79-5678,93089,63,Private,66634,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+Antonina Sterley,2/20/1993,867-92-2672,10226,38,Self-emp-not-inc,180220,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Wolfgang Pashby,6/28/2005,208-09-1577,58236,31,Private,291052,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,2051,40,United-States,<=50K
+Delbert Stothart,3/8/1974,751-97-6553,48838,40,Self-emp-not-inc,99651,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Mayer Maides,5/6/1959,885-73-4659,18222,41,Private,327723,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Blinnie Chatelet,11/22/1999,107-76-1310,77623,28,Private,32291,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+Selby Guilloton,10/21/1973,634-93-0241,37842,31,Private,345122,Prof-school,15,Divorced,Prof-specialty,Not-in-family,White,Male,14084,0,50,United-States,>50K
+Teddi Webb-Bowen,7/5/1992,158-70-1723,82363,32,Private,127384,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Donaugh Lightowlers,10/10/2008,699-29-5165,68667,30,Private,363296,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,Black,Male,0,0,72,United-States,<=50K
+Killie Seaward,3/24/1957,410-36-9931,44113,39,Local-gov,86551,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+Cello Ritchings,1/9/2007,674-65-7811,6342,28,Private,30070,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Ginger Revance,8/17/1976,150-95-0512,13896,31,Private,595000,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Black,Female,0,0,35,United-States,<=50K
+Averill Nuccitelli,1/20/1988,252-03-2199,26448,21,,152328,Some-college,10,Never-married,,Own-child,White,Male,0,0,20,United-States,<=50K
+Wilton Guyer,7/8/1987,797-61-9077,64942,33,,177824,HS-grad,9,Separated,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lian McDirmid,3/13/1989,788-16-6221,23366,44,State-gov,111483,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Winna Blowne,5/11/1971,660-64-2915,76544,22,Private,199555,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,United-States,<=50K
+Charmane Shoubridge,11/10/2007,289-08-3369,44506,42,Private,50018,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+Gweneth de Vaen,10/7/1999,507-71-1904,50979,36,Private,218490,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Stacee Egar,10/11/1971,355-74-7102,17730,39,Private,49020,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Male,0,1974,40,United-States,<=50K
+Kendra Olennikov,11/3/1968,888-40-0896,49077,61,Private,213321,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,40,United-States,<=50K
+Merrie Tissier,6/17/1989,459-92-8578,83766,31,Private,159187,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Cornie Sommerton,1/19/1993,445-47-4630,35686,21,Private,83033,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,25,Germany,<=50K
+Rhys Liggett,7/24/1982,163-74-3087,11296,39,Self-emp-not-inc,31848,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,2829,0,90,United-States,<=50K
+Marge von Grollmann,7/22/1979,619-27-9420,55373,34,Self-emp-not-inc,24961,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+Casandra Flatt,5/1/1967,377-72-0192,39969,21,Private,182117,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,15,United-States,<=50K
+Florri Chadney,2/24/1982,191-31-1249,39050,75,Self-emp-not-inc,146576,Bachelors,13,Widowed,Prof-specialty,Unmarried,White,Male,0,0,48,United-States,>50K
+Ashley Wanless,1/3/1973,872-80-4480,64642,21,Private,176690,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+Marin Sloley,3/24/1964,246-45-2797,39703,81,Private,122651,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,United-States,<=50K
+Natalya Hovie,11/28/1966,366-66-3687,23228,54,Self-emp-inc,149650,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,Canada,<=50K
+Gayel Paty,9/28/2008,536-36-8411,6247,34,Private,454508,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,65,Iran,<=50K
+Filmore Cecchetelli,12/17/1993,487-61-2963,67731,54,Self-emp-not-inc,269068,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99999,0,50,Philippines,>50K
+Hayden Smittoune,2/5/1968,292-57-8215,77520,41,Private,266530,HS-grad,9,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+Karoline Fernez,12/3/2008,898-02-6505,96432,61,,198542,Bachelors,13,Divorced,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dilan Varfalameev,10/18/1974,100-29-4139,21948,63,Private,133144,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,2580,0,20,United-States,<=50K
+Gweneth Didsbury,6/28/2005,270-53-7280,15952,24,Private,217961,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pearline Sarfas,2/11/1988,466-56-6706,59916,20,Private,221661,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,Mexico,<=50K
+Constantine Blowfield,6/13/1990,559-67-4728,70964,44,Local-gov,60735,Bachelors,13,Divorced,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+Jana Pickburn,4/7/1965,752-85-1745,60325,47,Self-emp-not-inc,121124,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Annmaria McCreery,8/17/1954,791-69-2134,98176,31,Private,48588,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Fancie Nicholes,9/1/1970,857-26-0700,57154,41,Private,48087,7th-8th,4,Divorced,Craft-repair,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Melania Flann,2/4/1954,737-83-8162,72518,53,Self-emp-not-inc,240138,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Remus Astridge,6/28/1982,596-99-7393,74173,63,Private,273010,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,3471,0,40,United-States,<=50K
+Aldis Karpeev,10/1/2009,395-71-7871,95099,44,Private,104196,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Salome Ivanchenkov,4/28/1994,318-29-6623,37426,37,Private,230035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,>50K
+Korella Spread,8/19/2004,416-38-4308,31263,28,Private,38918,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,Germany,>50K
+Rustie Clissett,4/19/1965,555-75-1807,91762,71,,205011,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,10,United-States,<=50K
+Georgia Chipperfield,2/17/1974,372-43-2129,22798,57,Private,176079,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Spence Mapowder,6/12/1960,477-37-2472,58003,22,Private,180052,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,10,United-States,<=50K
+Bobby Auchterlonie,4/7/1951,131-22-0998,90715,33,Local-gov,173005,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1848,45,United-States,>50K
+Cyrille Perllman,9/13/1999,601-47-0741,32552,30,Private,378723,Some-college,10,Divorced,Adm-clerical,Own-child,White,Female,0,0,55,United-States,<=50K
+Cheslie Warbey,7/7/2003,728-30-9287,42215,20,Private,233624,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Tish Broomfield,5/29/1973,761-65-1272,79091,28,Private,192591,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Lurlene Desmond,6/30/1961,401-21-6498,66483,54,Private,249860,11th,7,Divorced,Priv-house-serv,Unmarried,Black,Female,0,0,10,United-States,<=50K
+Eula McCartney,6/1/1976,667-74-9658,44913,20,Private,247564,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Vanya Waddell,12/23/1977,482-11-1019,14201,34,Private,238912,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Brewster Crosseland,3/23/1965,195-62-0228,42801,21,Private,190227,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Karlis Prisk,11/15/2000,204-94-2194,28984,29,State-gov,293287,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Edithe Goundsy,3/16/2003,169-95-1514,50679,51,Private,180807,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Beverlie Barthelmes,4/3/1986,472-39-6396,65727,39,Private,250217,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,70,United-States,<=50K
+Cathrine Paunsford,8/22/1952,437-14-0510,67350,19,Private,217418,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Female,0,0,38,United-States,<=50K
+Andie Sherborne,10/30/1955,564-70-9677,49464,22,Local-gov,137510,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Ashby Sellack,9/23/2005,147-93-9475,92905,59,State-gov,163047,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Rab Dibbert,8/3/1970,447-33-8434,36699,18,Private,577521,11th,7,Never-married,Sales,Own-child,White,Male,0,0,13,United-States,<=50K
+Sydel McCamish,11/8/1950,203-13-1558,10298,22,Private,221533,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Jenna Rafter,2/22/1994,677-27-7965,41155,42,Local-gov,255675,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Joelly Babar,12/1/1959,575-32-8843,18110,39,Private,114079,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hamil Martinuzzi,10/7/2005,694-05-6519,75922,31,Private,155781,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Kristi Blowes,10/2/1950,366-12-1007,44848,28,Private,243762,11th,7,Separated,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Shay Gathercole,2/6/1996,824-51-9911,81742,22,Private,113062,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,7,United-States,<=50K
+Sean Avey,10/21/1984,658-89-8840,70831,67,Private,217028,Masters,14,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vinny Petrushka,11/29/1991,160-79-5954,78843,17,Private,110723,11th,7,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Therese Booij,10/4/1976,117-99-0009,70567,47,Federal-gov,191858,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Giulio Fealty,7/19/1963,152-74-4822,32143,23,Private,179423,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,5,United-States,<=50K
+Chastity Redihough,12/4/2010,482-87-6310,24993,20,Private,339588,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,Peru,<=50K
+Lari Jobes,6/25/1993,467-19-0387,88382,22,Private,206815,HS-grad,9,Never-married,Sales,Unmarried,White,Female,0,0,40,Peru,<=50K
+Garald Geram,5/23/1999,397-05-3372,94200,47,State-gov,103743,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Mina Rama,10/26/2002,210-26-7578,67156,49,Private,235683,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Lelia Meeron,2/14/1962,707-84-9711,79243,64,,207321,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Delores Heeney,6/25/1966,771-57-3076,5945,35,State-gov,197495,Some-college,10,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Gerhard Ballard,6/25/1954,540-18-1771,38822,52,Federal-gov,424012,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dahlia Tristram,5/22/1968,639-35-7050,48895,29,Private,178469,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rutter Skullet,5/19/2007,716-29-0638,77790,73,Self-emp-inc,92886,10th,6,Widowed,Sales,Unmarried,White,Female,0,0,40,Canada,<=50K
+Bobbye Augustus,11/17/2009,507-09-7842,69043,38,Self-emp-not-inc,214008,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Bordy McKissack,7/2/1998,763-80-6546,83984,59,Self-emp-not-inc,325732,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,52,United-States,>50K
+Fawne Snawdon,11/21/1978,485-90-5919,59979,35,Private,28572,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,4064,0,35,United-States,<=50K
+Lorena Helstrip,1/23/1999,148-45-2519,21628,18,Private,118376,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Orland Tuck,6/11/2012,568-37-7156,80215,24,Private,51799,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Annadiana Weall,9/15/1982,578-95-2012,61684,33,Local-gov,115488,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Marita Battams,8/13/1993,309-66-4071,13398,40,Private,190621,Some-college,10,Divorced,Exec-managerial,Other-relative,Black,Female,0,0,55,United-States,<=50K
+Christian Treverton,4/13/1983,474-55-3907,7473,55,Private,193568,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Darsey Skeldon,2/2/1983,872-54-7597,35322,44,Private,192878,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gonzalo Norvill,6/12/1979,418-74-3951,13010,40,Private,264663,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,60,United-States,<=50K
+Missie Gaughan,4/28/1994,520-95-4460,79524,22,Private,234731,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Gerty Summerside,2/28/1989,778-98-6184,35838,55,Private,308373,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Grace Syddon,7/29/1959,221-52-0622,57476,45,Private,205644,HS-grad,9,Separated,Tech-support,Not-in-family,White,Female,0,0,26,United-States,<=50K
+Robby Smethurst,3/13/1961,106-12-4858,18339,47,Local-gov,321851,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Julie Clemmett,8/20/2003,679-66-3016,52723,56,Private,206399,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Montague Swindin,4/7/2004,316-72-6002,25530,44,Private,124563,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Datha Forton,5/13/2006,636-39-9836,39627,32,State-gov,198211,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Joete Marshland,5/28/1955,365-95-2404,97625,17,Private,130795,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Kinny Keaveney,7/24/2010,387-99-3915,58183,44,Private,71269,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Penelopa Presman,2/17/1967,185-43-0832,45278,32,Self-emp-not-inc,319280,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Ceil Oldale,10/23/1963,354-89-3041,38393,35,Private,125933,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Jessie Towner,2/13/1969,889-16-0764,51718,27,Private,107236,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Tansy Richin,9/26/1964,714-53-7782,86502,32,Private,32732,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Dorita Hale,1/27/1980,237-27-9558,12007,68,Private,284763,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Robinet Ogger,2/11/1976,172-54-6276,98585,20,Private,112668,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Dalli Sibyllina,3/16/1973,115-33-3945,92475,33,Private,376483,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Ardith Burren,3/7/1993,104-53-0997,35389,24,Private,402778,9th,5,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+Diarmid MacCall,9/14/1992,268-77-7140,10889,48,Private,36177,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Chev Bencher,12/16/2007,143-50-4692,60462,45,Private,125489,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,50,United-States,<=50K
+Niko Queree,11/5/1984,506-26-3689,75152,48,Private,304791,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dewain Burdfield,8/7/1976,862-32-8129,13360,28,Private,209205,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Karon Andreacci,4/28/1987,391-07-1877,20621,60,,112821,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,>50K
+Olive Shillington,1/4/1970,476-79-6593,98352,39,Local-gov,178100,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sal Leupoldt,3/1/2009,122-53-1645,4408,23,Private,70261,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Tish Purselowe,12/7/1983,440-82-5274,20512,23,State-gov,186634,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adrienne Jaggard,10/29/1976,532-31-5093,76670,36,Private,32958,Some-college,10,Separated,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Mikel Wimpress,2/26/1976,296-34-3881,41224,25,Private,254746,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+Odetta Rymer,5/29/1973,773-15-5665,55489,52,Private,158746,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+Brig Bye,4/24/1976,564-54-1789,93176,35,Self-emp-not-inc,140854,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Paul McNamee,6/8/2004,567-96-4429,78186,41,Private,51506,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Janella Wiggett,10/21/1961,763-73-9593,65377,45,Private,189564,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,0,0,42,United-States,>50K
+Corri Romushkin,1/16/1984,671-91-0677,592,37,Federal-gov,325538,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+Bucky Knoton,12/14/1974,256-71-2233,76010,58,Private,213975,Assoc-voc,11,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vikki Iwaszkiewicz,2/9/1987,404-76-3215,13435,67,Self-emp-not-inc,431426,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,2,United-States,<=50K
+Demeter Lebel,12/28/1977,487-96-0025,10507,48,Private,199763,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,8,United-States,<=50K
+Chastity Stares,3/27/1981,607-07-3251,63690,63,Private,161563,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+Palm Tocqueville,4/21/2006,285-76-7935,29093,24,Local-gov,252024,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,72,United-States,>50K
+Krispin Leverington,7/21/2009,485-71-1045,76457,43,Private,43945,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Hugues Conroy,12/4/2007,271-45-9342,80156,36,Private,178487,HS-grad,9,Divorced,Transport-moving,Own-child,White,Male,0,0,60,United-States,<=50K
+Ardelle Ramsay,1/3/2005,131-62-3874,16128,32,Private,604506,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,White,Male,0,0,72,Mexico,<=50K
+Elianore Anand,3/15/1957,118-65-1187,33213,36,Private,228157,Some-college,10,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Laos,<=50K
+Ryley Lancetter,7/7/1990,852-72-4952,61829,43,Private,199191,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Felipa Gayler,5/9/2008,824-89-4205,63560,27,Private,189775,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Rodrigo Langcastle,12/9/1993,561-18-0606,73817,17,Private,171080,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+Carlie Heinsh,4/23/1997,699-21-9751,45538,45,Private,117310,Bachelors,13,Divorced,Sales,Not-in-family,White,Female,0,0,46,United-States,<=50K
+Chauncey Bigmore,6/8/1959,471-59-3950,11524,41,Self-emp-inc,82049,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Orland Offner,6/24/1978,163-49-3616,20251,41,Self-emp-not-inc,126094,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+Mandy Pile,4/11/2009,476-50-4953,17441,18,,202516,HS-grad,9,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Geno Haddleston,6/3/1972,891-77-9132,25090,48,Local-gov,246392,Assoc-acdm,12,Separated,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Terrie McGoon,10/7/1965,866-34-1379,8106,51,,69328,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+Trista Rookesby,5/13/1969,713-48-0775,38983,26,Private,292803,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+Rosina Mylchreest,11/23/1967,497-83-3465,50523,54,Private,286989,Preschool,1,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Brandea Shelp,2/14/1980,571-46-8056,98448,22,Private,190483,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,48,Iran,<=50K
+Becka Osmon,5/27/1985,721-70-9350,2071,19,Private,235849,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,35,United-States,<=50K
+Friedrich Symes,2/28/1955,852-91-1657,70125,47,Private,359766,7th-8th,4,Divorced,Handlers-cleaners,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Thatch Sibbert,12/22/1973,345-23-8432,32843,32,Private,128016,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,20,United-States,<=50K
+Fidole Dusey,3/28/1971,315-87-4457,9969,46,Private,360096,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Francine Gobbet,8/2/1963,613-19-2962,53794,30,Private,170154,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,>50K
+Letty Darch,6/25/1957,597-70-4189,50860,35,Private,337286,Masters,14,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Glen Dibb,6/5/1964,807-40-5579,17520,52,Private,204322,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,5013,0,40,United-States,<=50K
+Adan Martinho,7/28/2000,803-98-1930,55400,73,Self-emp-not-inc,143833,12th,8,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,18,United-States,<=50K
+Karlotta Robeiro,5/10/1988,211-72-1017,3296,17,Private,365613,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,10,Canada,<=50K
+Doroteya Blackah,3/9/1956,770-70-0664,47114,32,Private,100135,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+Kati Prettyman,7/29/1964,464-07-7677,95251,43,Local-gov,180096,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Idell Ort,4/22/1957,806-37-6643,23934,19,,371827,HS-grad,9,Never-married,,Own-child,White,Male,0,0,40,Portugal,<=50K
+Wilona Sains,11/13/2002,129-06-0441,84417,26,Private,61270,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Columbia,<=50K
+Crystal Giabuzzi,4/7/1982,643-52-2357,35780,41,Federal-gov,564135,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Hetty Himsworth,9/26/1958,889-28-8810,325,49,Private,198759,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+Micaela Hoovart,3/5/1976,252-22-0170,95088,52,State-gov,303462,Some-college,10,Separated,Protective-serv,Unmarried,White,Male,0,0,40,United-States,<=50K
+Avigdor Shade,2/23/1985,728-94-6890,13050,35,Private,193106,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+Shayne Tarply,5/9/1967,300-76-4473,96365,57,Private,250201,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,52,United-States,<=50K
+Jessamyn Clougher,4/3/1969,424-06-1365,41975,35,Private,200426,Assoc-voc,11,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,0,0,44,United-States,<=50K
+Leo Ryburn,2/8/1978,447-64-2577,41606,33,Private,222654,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Karleen Konmann,12/27/1964,756-53-7504,71775,56,Private,53366,7th-8th,4,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Ricca Gabites,9/7/1999,268-46-4448,9147,42,Private,132222,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,60,United-States,<=50K
+Bryana Tabbernor,7/22/1980,865-44-7574,57644,17,Private,100828,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+Pace Ferfulle,4/3/1955,489-74-1224,45856,49,Private,31264,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Yves Isaacson,8/1/2008,353-61-8727,78799,39,Private,202027,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Anne-corinne Lamprecht,12/9/1976,499-58-6420,35064,34,Self-emp-not-inc,168906,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+Tildie Franzel,9/22/1991,354-55-8965,20989,37,Self-emp-not-inc,255454,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Tobi Matteini,6/7/1984,586-04-1540,58863,22,Private,245524,12th,8,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Ronni Hawkyens,12/28/1992,223-73-0061,6408,27,Private,386040,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Talia Bartley,6/11/1996,174-68-2415,29259,21,Private,35424,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Erminie Carayol,6/12/1978,468-02-4211,47101,59,,93655,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Rickard Gietz,3/1/1958,873-64-8618,629,44,Private,152629,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,3103,0,40,United-States,>50K
+Zerk Tolmie,6/9/2005,268-73-4802,34523,53,Self-emp-not-inc,151159,10th,6,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,0,0,99,United-States,<=50K
+Minetta Kelson,10/12/1952,875-23-3180,70379,26,Private,410240,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Griffie Schade,5/27/1979,446-65-5306,67900,48,Private,138970,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Warde Pullman,8/25/1982,473-83-2196,33925,39,Private,269722,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Edna Shoubridge,5/12/1999,440-06-1562,43159,34,Private,223678,HS-grad,9,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,32,United-States,<=50K
+Giffie Regardsoe,4/27/1977,438-18-4286,81800,54,State-gov,197184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+Arabele Effaunt,2/20/1960,802-55-0778,15657,36,Private,143486,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,50,United-States,>50K
+Brennan Brun,7/21/1998,423-41-1391,48687,60,Private,160625,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,5013,0,40,United-States,<=50K
+Garvy Knutton,8/23/2005,811-24-6770,75625,50,Private,140516,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Lexis Leftley,12/27/1962,460-58-8740,34216,48,Local-gov,85341,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Alfreda Tombs,9/21/1960,815-12-1102,57832,35,Private,108293,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,2205,40,United-States,<=50K
+Ruthe Gledhill,2/4/1952,767-53-5811,20671,40,Self-emp-not-inc,192507,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Bernie Ryton,12/20/1996,400-88-3674,43714,30,Private,186932,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Gustavus Klee,7/14/1966,575-63-2656,37205,65,Self-emp-not-inc,223580,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,6514,0,40,United-States,>50K
+Alecia Lasselle,3/24/1992,114-03-9485,21426,31,Private,236861,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Falito Revens,4/25/1988,698-22-0414,24903,46,Local-gov,327886,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Charo Beswick,7/28/1964,628-44-7153,88724,67,,407618,9th,5,Divorced,,Not-in-family,White,Female,2050,0,40,United-States,<=50K
+Hyacinthe Yabsley,11/30/2003,640-26-9959,72998,62,Self-emp-inc,197060,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Benedikta Houlson,5/14/1995,464-04-2012,75479,38,Private,229180,Bachelors,13,Never-married,Exec-managerial,Unmarried,White,Female,0,0,40,Cuba,<=50K
+Lynea Bulteel,1/11/2005,403-09-4122,713,24,Private,284317,Bachelors,13,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Vinny Brockelsby,8/3/1992,211-07-6641,57352,24,Private,73514,Some-college,10,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,0,0,50,Philippines,<=50K
+Marinna Millbank,12/20/2004,837-75-6395,75252,27,Private,47907,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,48,United-States,<=50K
+Gelya Sabatier,10/26/1991,650-56-4664,48601,43,State-gov,134782,Assoc-acdm,12,Married-spouse-absent,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Consuela Burberow,9/9/1981,860-80-2941,99955,48,Private,118831,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Female,0,0,40,South,<=50K
+Millicent Karpinski,9/26/1992,683-77-1564,14735,41,Private,299505,HS-grad,9,Separated,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Chlo Reinhart,1/15/1969,298-97-7742,32089,30,Private,267161,Some-college,10,Married-civ-spouse,Tech-support,Wife,Black,Female,0,0,45,United-States,<=50K
+Elwyn Hotchkin,11/26/1982,208-17-5578,39518,38,Private,119177,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Datha Bettington,4/16/1999,676-19-0698,84483,45,Private,327886,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Domingo Bernardeau,12/18/1965,672-77-4863,60175,45,Private,187730,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Billy Muttock,8/23/2008,290-08-0630,7188,55,Private,109015,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Letisha Brownsea,7/18/2000,240-75-5839,38513,46,Self-emp-not-inc,110015,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,75,Greece,<=50K
+Maighdiln Treby,1/6/1951,102-49-7584,73690,24,Private,104146,Bachelors,13,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Mara Silk,3/20/1986,568-39-7082,11769,31,Local-gov,50442,Some-college,10,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,25,United-States,<=50K
+Naoma Melton,3/29/1978,555-60-9552,722,35,Private,57640,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Ardra Bowgen,5/13/1961,580-24-6346,61760,37,Local-gov,333664,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gar Balmadier,10/3/1961,803-29-0026,32419,29,Private,224858,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Arden Blazy,7/26/1960,888-09-0803,7420,56,Private,290641,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Reta Danilchenko,10/20/1955,471-16-6086,27016,60,,191118,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,1848,40,United-States,>50K
+Monah Dossettor,3/16/1953,611-57-0483,45728,25,Private,34402,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1590,60,United-States,<=50K
+Gertrude Fice,9/23/1967,130-95-6413,28860,33,Private,245378,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Linette Pritty,5/12/1989,401-41-8677,84090,44,Private,179136,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lefty Benediktsson,8/14/2011,723-12-5675,24161,21,Private,116788,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Marta Leeds,8/22/1991,845-66-5784,74013,21,Private,129699,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ebba De Vile,7/8/1957,590-26-5289,85237,46,Federal-gov,39606,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,England,>50K
+Zabrina Stoakes,1/18/1993,864-57-9420,93494,44,Self-emp-inc,95150,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Lucy Yakushkev,11/7/1998,798-94-5630,74322,63,Private,102479,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tadio Pardue,9/29/1990,753-63-3999,58984,44,Private,199191,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,<=50K
+Inna Pfaffel,12/5/1982,813-09-8707,81111,31,Private,229636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Mexico,<=50K
+Royal Haliday,1/25/1957,863-19-4716,57155,26,Private,53833,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,<=50K
+See Thomen,1/22/1974,581-59-7018,48312,37,Self-emp-inc,27997,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Alix Clarkson,8/24/1960,485-14-6148,20804,60,,124487,Some-college,10,Divorced,,Not-in-family,White,Female,0,0,40,United-States,>50K
+Deane Capes,5/17/1972,605-73-8919,76696,33,Private,111363,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Wiley Scholling,5/30/1983,847-75-2988,91386,38,Private,107630,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Ileana Kanwell,10/31/1960,472-38-8689,69304,26,Private,134287,Assoc-voc,11,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Piggy Pykett,9/17/1977,695-58-3616,58779,46,Self-emp-inc,283004,Assoc-voc,11,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,63,Thailand,<=50K
+Ker Burlay,10/8/1979,627-53-5718,61676,24,Private,33616,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Karol Bettison,10/12/1958,767-20-8812,66958,47,Local-gov,121124,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Jobey Spondley,1/23/1954,853-05-9578,17122,27,Private,188189,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Madalyn Braybrookes,5/19/1981,360-27-6084,38575,46,Private,106255,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Allx McGucken,9/19/1986,873-09-1469,45473,47,Federal-gov,282830,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+Farley Nobes,6/11/1978,269-14-5005,88056,47,Private,243904,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,Honduras,<=50K
+Allister Downage,3/21/1953,424-46-4435,3497,69,Private,165017,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,White,Male,2538,0,40,United-States,<=50K
+Christyna Deverille,1/31/2002,651-21-1541,58483,32,Private,131584,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,40,United-States,>50K
+Drusie Fettis,8/10/1972,506-79-2670,10428,51,Private,427781,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Devan Brychan,2/13/1973,677-30-5057,31951,36,Private,334291,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Findlay Grenville,5/13/1988,863-09-3829,53327,50,Local-gov,173224,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+Gerald Wahlberg,9/7/1992,159-90-8677,43190,29,Private,87507,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,60,India,<=50K
+Lanny Banger,9/22/1995,707-61-5996,44225,32,Private,187560,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,3908,0,40,United-States,<=50K
+Roze Wasbrough,3/18/1992,329-38-9004,60375,27,Private,204497,10th,6,Divorced,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,75,United-States,<=50K
+Shep Gready,2/17/1960,821-31-1471,79306,60,Private,230545,7th-8th,4,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,Cuba,<=50K
+Chloris Arpur,9/3/1985,450-27-6766,93168,31,Private,118161,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Francyne Stirton,3/21/2007,632-44-7002,23413,46,Private,150499,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Hyacinth Parish,6/12/1979,308-09-4302,42397,40,Local-gov,96554,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Rand Lyddon,6/21/1965,153-73-9059,83673,39,Private,288551,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,52,United-States,>50K
+Mitchel Prandin,2/11/2012,386-70-1197,85003,69,Self-emp-not-inc,104003,7th-8th,4,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Isador Paradyce,11/30/1957,177-80-0572,7423,54,Self-emp-inc,124963,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Broddie Blencoe,9/28/1961,523-70-1020,46535,56,Private,198388,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mirella Daffey,5/8/1995,339-99-8967,78953,47,Federal-gov,126204,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Panchito Edmead,10/31/1994,561-57-2202,84507,25,Private,91709,Assoc-acdm,12,Never-married,Tech-support,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Ajay Murrigans,2/15/1984,314-02-1187,26706,34,Self-emp-not-inc,152109,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Addy Wiggans,10/31/1953,429-10-5689,51265,24,Self-emp-not-inc,191954,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,United-States,<=50K
+Jordain Kieran,8/15/1968,199-83-8882,61459,63,Private,108097,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,10566,0,45,United-States,<=50K
+Dorry Songist,12/21/1959,841-50-1901,13376,29,Local-gov,289991,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Neal Desporte,11/30/1984,592-42-9261,52123,64,Private,92115,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Stephana Skewes,10/5/1978,286-14-9619,72161,44,Private,320277,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lissie Welford,6/9/1953,228-16-8483,13231,26,Private,33610,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,60,United-States,<=50K
+Akim MacNulty,4/22/1968,244-63-5614,95294,36,Private,168276,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Guinevere Newens,1/11/1998,428-85-7277,39219,55,State-gov,175127,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,38,United-States,>50K
+Colas Fairebrother,12/13/1981,453-62-6981,15520,37,Private,254973,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,>50K
+Sheba Vaan,6/18/1981,291-50-9988,42180,37,Private,95336,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Lucia Renfrew,7/12/1991,204-77-9145,61666,63,Private,346975,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,36,United-States,>50K
+Dedra Reeveley,12/18/2008,466-21-3240,29843,33,Private,227282,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Stefanie Rosenfield,8/20/1969,350-13-3956,69914,19,Private,138153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Tomi Schechter,4/9/1987,451-13-7414,40156,57,Local-gov,174132,Masters,14,Married-civ-spouse,Prof-specialty,Wife,Black,Female,0,1977,40,United-States,>50K
+Wade Rudderham,7/22/1972,277-31-8561,62158,31,Private,182237,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,4386,0,45,United-States,>50K
+Janenna Geraldi,10/7/2003,606-61-7920,50664,20,,111252,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,United-States,<=50K
+Orlan Richold,2/28/1961,615-34-5808,30602,58,Local-gov,217775,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Roxanne Harling,4/20/1956,593-42-7816,23925,20,,168863,Some-college,10,Never-married,,Own-child,White,Female,0,0,20,United-States,<=50K
+Colin Figgs,5/12/1955,314-35-8386,60713,25,Private,394503,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Trudie Cosely,6/24/1992,676-30-8612,29332,40,Private,141657,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Claudio Gatsby,12/10/1999,269-96-4853,61531,18,Private,125441,11th,7,Never-married,Other-service,Own-child,White,Male,1055,0,20,United-States,<=50K
+Agnes Allery,8/3/1968,754-24-1724,63318,26,Private,172230,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Allyson McClenaghan,5/16/1986,512-98-4557,29088,29,Private,282944,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Mychal Bande,5/19/1968,140-51-0891,72498,45,Local-gov,55377,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,<=50K
+Wilie Blakeway,4/12/1992,886-06-8766,5551,35,State-gov,49352,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+Harriett McGhee,1/12/1976,898-58-0382,30081,32,Private,213887,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+Caressa Gras,5/16/1968,798-84-7784,56188,61,Self-emp-not-inc,24046,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,40,United-States,<=50K
+Leigha Prozescky,10/26/1966,157-07-8928,96444,26,State-gov,208122,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,15,United-States,<=50K
+Gregory Crosdill,12/29/1957,750-15-8453,24770,56,Private,176118,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+Care Clemente,10/21/1977,347-03-0217,53545,22,Private,227994,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,39,United-States,<=50K
+Prudence Bake,1/9/1966,674-69-1539,86788,49,Private,215389,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,48,United-States,<=50K
+Bronny Derobert,2/16/1980,164-07-0208,32641,40,Private,99434,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,12,United-States,<=50K
+Lynna Heard,9/22/1994,606-78-3756,6375,37,Private,190964,HS-grad,9,Separated,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Myrilla Baelde,11/27/1986,729-98-6041,85820,23,,113700,Bachelors,13,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+Monro Pinwill,7/5/1953,154-16-8450,50703,28,Private,259840,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Ruperto McGarel,8/27/1983,480-05-5032,50869,27,Private,168827,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Janean Gildea,10/11/1973,499-80-2809,65667,34,Self-emp-inc,28984,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Robyn Bischof,10/12/1960,136-90-3050,18304,49,Private,182211,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,<=50K
+Abrahan Ricoald,4/7/1969,895-09-8847,22600,41,Private,82393,Some-college,10,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Rabbi Jurries,5/21/1955,690-99-6530,17707,28,Private,183639,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,21,United-States,<=50K
+Brita Benito,6/24/1956,785-12-2360,80480,38,Private,342448,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Inglis Scannell,1/17/2005,702-23-9864,70109,47,State-gov,469907,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1740,40,United-States,<=50K
+Alvera Blethin,6/7/1995,155-71-6030,35359,28,Local-gov,211920,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Marj McGloughlin,3/25/1989,355-90-8546,25621,44,State-gov,33658,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,50,United-States,>50K
+Alisun Mullany,6/9/1995,736-04-7590,28422,41,Federal-gov,34178,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Huberto Duckering,4/11/1990,410-46-7708,73945,50,Private,400630,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,36,United-States,>50K
+Early Mackerel,8/14/1971,406-34-2042,37255,73,Self-emp-not-inc,161251,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Male,0,0,24,United-States,<=50K
+Frederica Cherm,7/30/1955,826-23-7360,31185,21,Private,255685,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,40,Outlying-US(Guam-USVI-etc),<=50K
+Richart Somes,2/25/1993,717-09-4176,15095,38,Private,199256,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Erich Chene,12/31/1952,177-27-1138,40172,64,,143716,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,2,United-States,<=50K
+Sile Eagers,12/7/1987,473-47-1884,14909,47,Private,221666,Some-college,10,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Noak Billingsly,2/25/2009,475-53-5529,23494,52,Private,145409,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,60,Canada,>50K
+Josephine Cicccitti,12/6/1951,375-56-6958,17150,24,Private,39615,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Georgina Van der Velden,4/30/1954,794-88-2739,67955,44,Private,104440,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Jermaine Fern,2/15/1959,722-67-7802,34169,27,Private,151382,7th-8th,4,Divorced,Machine-op-inspct,Unmarried,White,Male,0,974,40,United-States,<=50K
+Haywood Insoll,8/25/1984,439-29-5445,43941,61,Self-emp-not-inc,503675,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+Ignatius Eldred,8/16/1958,646-88-1740,92191,58,Private,306233,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,United-States,>50K
+Deb Chidlow,10/20/1986,672-99-2242,81091,51,Private,216475,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1564,43,United-States,>50K
+Nanon Ciric,1/16/1997,572-33-3164,88617,49,Private,50748,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,55,England,<=50K
+Julie Pendergast,8/6/1976,338-99-5985,95990,23,Private,107190,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+Nataline Rigeby,2/7/1974,732-96-2356,79986,19,Private,206874,Assoc-voc,11,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Ode Barstock,10/27/1962,233-05-7011,34833,21,Private,83141,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,53,United-States,<=50K
+Ulrikaumeko Akid,5/3/1974,538-31-8530,21277,56,Private,444089,11th,7,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vick Duddell,5/1/1997,458-12-8647,19969,35,Private,141896,12th,8,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rawley MacHoste,4/29/1983,531-25-0185,24014,37,Federal-gov,33487,Some-college,10,Divorced,Tech-support,Unmarried,Amer-Indian-Eskimo,Female,0,0,20,United-States,<=50K
+Leslie Hogsden,10/27/1986,403-93-9032,17674,41,Private,65372,Doctorate,16,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,>50K
+Gwenni Arnson,6/5/1960,105-88-3576,76399,30,Private,341346,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Denny Syddie,12/13/1984,508-89-6673,86605,35,Private,343403,Doctorate,16,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,20,,<=50K
+Pryce Perillo,11/3/1962,656-26-8489,77866,47,Private,287480,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Felicity Polsin,3/1/1983,418-67-1690,11523,59,Self-emp-inc,107287,10th,6,Widowed,Exec-managerial,Unmarried,White,Female,0,2559,50,United-States,>50K
+Tymon Prichard,4/15/1961,140-76-3219,60508,55,Private,199067,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,32,United-States,<=50K
+Claudian Gommey,6/26/1994,790-40-0199,79996,22,,182771,Assoc-voc,11,Never-married,,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+Ivor Shickle,8/21/1986,687-87-8128,77446,31,Private,159737,10th,6,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Melisande Bexley,6/18/1956,337-23-8731,47985,30,Private,110643,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,4386,0,40,United-States,>50K
+Odelle Karolewski,9/5/1971,294-91-7072,44336,24,Private,117583,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,48,United-States,<=50K
+Blane Snibson,12/22/1968,441-81-3430,46462,49,Self-emp-not-inc,43479,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Darrel Scrivner,4/22/2006,514-42-6841,54837,23,Private,203003,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,25,Germany,<=50K
+George O'Noland,7/25/1961,879-21-4831,59981,50,Private,133963,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Elbert Dublin,2/1/2007,708-72-1714,14759,38,Private,227794,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Erina Mallard,1/12/1990,438-56-7348,62420,20,Self-emp-not-inc,112137,Some-college,10,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,0,0,20,South,<=50K
+Bari Tarn,8/17/1992,831-96-2444,36219,49,Self-emp-not-inc,110457,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Ardisj Pessel,11/28/1995,494-23-9029,36347,45,Private,281565,HS-grad,9,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,50,South,<=50K
+Doria Retchless,10/24/1999,878-32-6407,5834,46,Federal-gov,297906,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,United-States,>50K
+Lula MacFall,2/13/1954,106-43-2019,64737,19,Private,151506,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Zitella Ainge,11/12/2002,450-72-6567,69087,31,Federal-gov,139455,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Cuba,<=50K
+Gertruda Wardale,6/13/1988,236-64-7416,7439,38,Private,26987,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gabie Drohan,8/17/2001,348-88-5963,95570,56,Self-emp-not-inc,233312,Masters,14,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Vincent Merwe,3/29/1993,824-81-4399,37719,24,Private,161092,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Effie Altree,3/22/1958,830-04-6064,51449,58,Local-gov,98361,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Electra Samet,6/10/2010,605-62-0531,32349,28,Private,188928,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Sarah Gaskell,1/12/2001,245-28-4496,92824,22,Private,164922,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Leanna Adolfsen,7/2/1953,223-06-9968,77220,46,Private,185673,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Athene Stickley,2/3/1967,300-81-7121,75934,30,Private,193598,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Douglass Pendle,5/23/1994,890-02-6490,55525,56,Private,274111,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,>50K
+Fran Allkins,8/13/2006,671-55-5935,94742,32,Private,245482,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,0,0,40,,<=50K
+Claribel Eastabrook,3/3/2006,567-82-1066,14025,56,Private,160932,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+Fleming Dusting,5/30/1976,525-34-8557,14339,50,Private,44368,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Zelig Alphonso,4/16/1975,513-92-7336,55947,28,,291374,HS-grad,9,Separated,,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Meir Height,7/4/1995,696-18-9101,76193,30,Private,280927,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ede Dillamore,8/22/1974,603-60-0945,35293,24,Private,222993,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Rosalynd Kubica,9/20/1979,168-81-3937,52528,42,Federal-gov,25240,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Timmy Burnyate,11/7/1986,234-68-5079,55899,31,Self-emp-not-inc,204052,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Blancha Solon,10/15/1972,854-64-0349,12391,18,Private,74054,11th,7,Never-married,Sales,Own-child,Other,Female,0,0,20,,<=50K
+Ham Hawarden,2/10/1951,225-57-9666,40855,46,Private,169042,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,25,Ecuador,<=50K
+Dulcine Klimowicz,11/28/2000,670-67-3286,50142,31,Private,104509,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,65,United-States,>50K
+Burt Treweela,8/29/1978,202-33-7130,65029,38,Local-gov,185394,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,40,United-States,>50K
+Richy MacCoveney,1/9/1994,326-29-7868,77756,44,Local-gov,254146,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Aluino Strattan,5/12/2009,630-76-1267,45161,55,Self-emp-inc,227856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,50,United-States,>50K
+Viva Sheehy,2/6/1982,512-89-4380,52489,19,Private,183041,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Jan Foottit,2/24/2010,227-52-1270,86343,45,Private,107682,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Rosina Pott,2/2/1978,688-06-8902,46279,50,Self-emp-inc,287598,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+Jackelyn Josefer,10/9/1989,469-05-0349,23184,53,Private,182186,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+Hugibert Tocher,12/19/1962,171-01-4179,48013,41,Self-emp-inc,194636,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,65,United-States,>50K
+Meryl Sima,8/15/1979,855-36-4479,9761,45,Private,112305,Some-college,10,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Krispin Withrop,2/24/1967,240-74-6314,54527,21,Private,212661,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,39,United-States,<=50K
+Evvy August,3/14/1980,567-99-2008,81855,37,Private,32709,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+Perla Peters,3/4/1990,695-02-9365,45402,42,Federal-gov,46366,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Milly Gullefant,8/20/2012,563-14-0878,49028,37,Self-emp-not-inc,24106,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,<=50K
+Clerc Allsop,5/9/1960,267-11-0735,90234,46,Private,170850,Bachelors,13,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1590,40,,<=50K
+Brodie Pharrow,11/22/1959,784-66-7269,20177,45,Self-emp-not-inc,40666,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,60,United-States,<=50K
+Peyton Preshaw,8/8/1957,454-94-7136,71231,32,Private,182975,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Adler Ogle,6/26/1957,490-59-4396,61865,30,Private,345122,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Quint Shalcros,5/11/1972,844-88-5496,26839,57,,208311,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,80,United-States,>50K
+Kayne Pantone,11/6/2006,817-25-5738,99756,37,Private,120045,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,56,United-States,<=50K
+Chiquita Allam,10/26/1981,531-57-3004,13069,18,,201299,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Lorrie Ruperti,9/14/1966,552-41-1349,65967,32,Private,152940,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Deb Todaro,11/2/1989,691-64-6425,57470,43,Private,243580,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Giovanna Moogan,4/20/2010,256-82-8152,90830,46,Private,182128,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,6497,0,50,United-States,<=50K
+Aldridge Saiz,6/18/1989,489-49-8336,27439,36,,176458,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,28,United-States,<=50K
+Jamison Gelderd,1/16/1991,668-43-7308,66447,33,Private,101562,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lyell Eschalette,10/28/1952,115-76-4222,17623,48,Private,108699,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Elfreda Antoniottii,11/14/1962,799-04-3947,34122,34,Private,175878,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Female,0,0,40,United-States,<=50K
+Guillaume Doret,12/7/2002,804-86-7533,61265,34,Local-gov,177675,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,50,United-States,>50K
+Kristal Drew,10/17/1974,634-18-9995,54802,33,Private,213887,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Darrin Fryers,11/29/1955,332-64-3339,59835,36,Private,357619,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,Germany,<=50K
+Jackquelin Georgeon,5/28/2009,131-15-6234,99217,23,Private,435835,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1669,55,United-States,<=50K
+Beth Dobbson,7/20/1966,591-29-7942,38690,39,Private,165799,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Justina Andreix,10/4/1972,734-70-8567,55171,22,Private,71469,Assoc-acdm,12,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Elroy Pere,4/29/1980,622-20-0943,29937,19,Private,229745,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+Reeva d' Elboux,1/5/1959,331-07-9608,28652,47,Private,284916,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7298,0,45,United-States,>50K
+Clarisse Naisbit,4/26/1997,300-76-1184,24814,46,Private,28419,Assoc-voc,11,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Anjela Putton,10/31/1963,320-57-8640,11782,47,Private,26950,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,6,United-States,<=50K
+Mareah Beeston,1/1/1969,732-86-2981,92489,47,Self-emp-not-inc,107231,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Sibylle Grishin,1/22/1992,444-02-7607,39633,52,Local-gov,512103,Some-college,10,Divorced,Transport-moving,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sharia Hailston,7/26/1962,742-95-0030,47034,38,Self-emp-not-inc,245090,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Archer Vallance,5/15/1951,586-58-2131,11357,58,Private,314153,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Delbert Zavattari,4/27/2007,689-07-1969,66115,32,Private,243988,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Marika Kidder,5/16/1965,789-41-4601,52773,54,Self-emp-not-inc,82551,Assoc-voc,11,Married-civ-spouse,Tech-support,Other-relative,White,Female,0,0,10,United-States,<=50K
+Layton Creaser,9/2/2010,474-93-0651,73449,20,Private,42706,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Rosmunda Sinclair,9/14/1998,591-60-8425,77625,25,Private,235795,Assoc-acdm,12,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Quinn Mazey,3/18/1957,317-16-1927,20219,25,Self-emp-not-inc,108001,9th,5,Never-married,Craft-repair,Not-in-family,White,Male,0,0,15,United-States,<=50K
+Nappy Darton,8/13/1964,822-41-1254,3248,36,State-gov,112497,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,1876,44,United-States,<=50K
+Carole Fairley,12/10/1973,196-89-9966,37697,69,Self-emp-not-inc,128206,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,30,United-States,<=50K
+Corenda Pevie,4/15/1951,888-16-4721,93570,28,Private,224634,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+Brooke Teasdale-Markie,8/28/1975,705-80-0299,33078,20,Private,362999,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Basilio Trowle,5/4/1959,386-51-3362,16535,21,Private,346693,7th-8th,4,Never-married,Farming-fishing,Unmarried,White,Male,0,0,40,United-States,<=50K
+Gibby Albrecht,9/29/1965,650-06-8511,7292,37,Private,175759,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Page Breakspear,5/2/2006,811-86-8305,36081,21,Private,99199,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,32,United-States,<=50K
+Maurice Ottam,10/15/2006,810-62-3262,45538,25,,219987,Assoc-acdm,12,Married-civ-spouse,,Husband,White,Male,0,0,13,United-States,<=50K
+Hannie Schorah,5/1/2011,482-56-1909,60899,39,Private,143445,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Shannah Rose,8/21/1972,700-52-6903,22021,34,Private,118710,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Wash Massow,8/16/1961,178-12-1936,787,33,Local-gov,224185,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Bella Brickner,7/29/1965,801-61-9899,30027,47,Private,118972,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Locke Hallin,3/23/1995,287-09-9337,70297,29,Private,165360,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ianthe Pickless,10/1/1995,897-56-1217,21559,48,Private,38950,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,89,United-States,<=50K
+Reynard Barkworth,9/30/1974,145-77-8170,11313,42,Self-emp-inc,277256,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+Corinna Lancaster,7/9/1977,521-72-6493,2603,29,Private,247151,11th,7,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Maxie Bilovsky,7/21/1976,444-87-7626,7000,34,Private,213722,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Caty Shallow,10/3/1956,387-26-2165,72436,20,Private,209955,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+Rossy Garriock,2/27/1961,189-91-1681,93499,41,Private,174395,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Omero Birmingham,11/24/1970,277-22-9164,13130,45,Private,138626,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Male,0,1876,50,United-States,<=50K
+Hali Summerson,4/10/1988,319-14-1198,6019,22,,179973,Assoc-voc,11,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Alfie Benjefield,8/25/1984,890-32-8477,50897,23,Private,200207,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,44,United-States,<=50K
+Osborn Antonikov,2/28/1960,899-65-8691,87022,19,Private,156587,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,United-States,<=50K
+Lane Cossins,10/22/1993,686-73-0631,75298,24,Private,33016,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Kirby Ranscome,2/3/1991,809-66-2242,87492,20,Private,197496,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,30,,<=50K
+Alie Kennsley,4/30/1971,349-05-8329,93672,32,Private,153588,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tad Eastbrook,2/18/2009,506-28-1182,80574,52,Private,99736,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,15020,0,50,United-States,>50K
+Bailie Detheridge,10/10/1994,160-42-9611,29736,36,Private,284166,HS-grad,9,Never-married,Sales,Unmarried,White,Male,0,0,60,United-States,>50K
+Tobe Endicott,2/28/1969,457-49-6424,42761,18,Private,716066,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,30,United-States,<=50K
+Taddeusz Rosenau,4/12/1981,742-68-6827,48774,27,Private,188519,HS-grad,9,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Kurtis Panyer,2/23/2007,548-53-0387,65135,26,Private,109080,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Fleur Lockitt,1/30/1973,116-40-6263,11071,52,Private,174421,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+Sada Shiels,11/4/1954,690-96-1216,97091,24,Private,259351,Some-college,10,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,Mexico,<=50K
+Tad Duferie,4/1/1996,750-47-8031,73227,42,Federal-gov,284403,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Beverley Rusk,10/18/1996,200-05-9340,13284,39,Private,85319,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,White,Female,7688,0,60,United-States,>50K
+Perice Govan,10/4/1953,580-88-4487,52186,20,,201766,Some-college,10,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Edi Bunch,3/16/1970,212-17-3845,66947,20,State-gov,340475,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Tyne Simmank,6/23/2003,482-31-7959,37777,39,Private,487486,HS-grad,9,Widowed,Handlers-cleaners,Unmarried,White,Male,0,0,40,,<=50K
+Joscelin Dainton,10/1/1957,589-13-9931,15769,68,,484298,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,<=50K
+Cletis Speed,11/26/1968,280-98-6662,54590,35,Private,170617,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,48,United-States,<=50K
+Milicent Crisford,1/13/1975,112-04-7448,79276,54,Private,94055,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Carlo Linley,11/29/1997,207-46-3274,83346,24,Private,117779,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Gare Glowinski,12/20/1967,688-86-0919,6098,24,Private,209770,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,8,United-States,<=50K
+Arthur Daid,12/26/1989,879-46-8361,88161,20,Private,317443,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,15,United-States,<=50K
+Roxine Cristofari,3/18/2008,659-37-7526,84863,64,,140237,Preschool,1,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Paige Domingues,4/15/1982,775-96-5761,36991,28,Private,107411,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Don Ort,10/25/1991,715-66-3064,50658,36,Self-emp-not-inc,122493,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,47,United-States,<=50K
+Maure Weighell,12/18/1981,745-32-0156,53063,44,Self-emp-inc,195124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,,<=50K
+Temple Bolding,6/5/2004,775-08-9130,90724,38,Private,101978,Some-college,10,Separated,Machine-op-inspct,Not-in-family,White,Male,0,2258,55,United-States,>50K
+Dall Estevez,1/17/1975,750-92-1095,75709,22,Private,335453,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Aguste Lingfoot,8/3/1983,338-18-2864,7935,56,Private,318329,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Ramon Madden,2/8/1980,634-82-9476,19810,24,Private,100321,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Obadias Cotta,2/13/1991,307-77-0752,40305,24,Self-emp-not-inc,81145,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,75,United-States,<=50K
+Brien Casa,12/25/1962,461-13-8342,13042,22,Private,62865,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tony Seamen,6/5/1967,568-53-1151,1289,21,Private,176262,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,30,United-States,<=50K
+Modesta Keyme,8/22/1977,169-46-4002,94358,42,Private,168103,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Enrichetta Chater,4/9/2005,340-62-8566,61347,41,Local-gov,208174,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+Leland Tothe,4/24/1969,757-02-9577,33607,19,Private,188815,HS-grad,9,Never-married,Other-service,Own-child,White,Female,34095,0,20,United-States,<=50K
+Phil Pickerell,11/24/1973,665-37-6060,90309,67,Self-emp-not-inc,226092,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,44,United-States,<=50K
+Melanie Urridge,7/15/1953,678-05-9502,52337,20,Private,212668,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Sterne Hendrik,5/8/2005,807-33-5691,98593,32,Private,381583,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+Tammie Enion,7/27/1997,733-97-6596,48651,46,Private,239439,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Sherri Petegree,9/4/1970,758-29-7142,12353,52,Private,172493,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Janina Janowski,4/27/2006,330-48-4996,82916,44,Private,239876,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Jacquenetta Feld,11/7/2005,318-20-4360,26089,65,,221881,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,40,Mexico,<=50K
+Tait Houldin,8/27/1986,185-13-0568,77657,37,Local-gov,218184,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+Lanie Stennine,6/11/2006,638-97-1000,25062,27,Self-emp-not-inc,206889,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Jami Rainsdon,3/25/1977,244-27-2607,85682,35,Private,110668,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,35,United-States,<=50K
+Sheilakathryn Tammadge,7/10/1972,550-76-7525,597,30,Private,211028,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Shawn Kissell,7/20/1960,177-43-4582,31859,64,Local-gov,202984,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3137,0,40,United-States,<=50K
+Willie Woodwind,11/24/1970,586-99-3011,6693,48,Private,20296,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,>50K
+Quinlan Evett,6/7/1951,809-78-2884,90218,35,Private,194690,7th-8th,4,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ali Antonik,9/8/1951,382-35-2917,74747,28,Self-emp-not-inc,204984,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Ondrea Wardlaw,4/5/1962,232-23-6228,25611,63,Self-emp-not-inc,35021,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,1977,32,China,>50K
+Lise Dommerque,6/1/2011,336-47-0972,24219,40,Self-emp-not-inc,238574,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Wilmette Kleinlerer,3/6/1997,253-08-2209,57539,33,Private,345360,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cale Palumbo,7/5/1978,330-53-1904,97126,40,Private,192381,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Douglass Eaglesham,5/10/1978,658-26-1186,62217,25,Private,479765,7th-8th,4,Never-married,Sales,Other-relative,White,Male,0,0,45,Guatemala,<=50K
+Atlante Cromblehome,10/13/1979,607-76-4256,36908,45,Self-emp-inc,34091,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,>50K
+Neale Sepey,4/9/2007,808-11-2734,87502,30,Private,151773,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Aura Searston,8/19/1957,344-92-3971,3929,53,Private,299080,Some-college,10,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Trip Gerritsma,4/18/1976,440-48-7855,49472,63,Private,135339,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,2105,0,40,Vietnam,<=50K
+Jodi Kobpac,9/20/1962,392-94-7773,92794,27,Local-gov,52156,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+Errol Desforges,12/17/1969,841-08-6073,60517,31,Private,318647,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ingunna Kubczak,10/13/1982,229-77-8865,35036,33,Private,80145,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Briano Jenking,1/14/1963,580-86-4414,49855,39,State-gov,343646,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,Mexico,>50K
+Ryann Freake,2/19/1989,214-33-6555,36495,42,Self-emp-not-inc,198692,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Pierrette Pogue,3/14/1984,120-86-8389,71831,19,Private,266635,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+Odelle Philipps,12/14/1966,621-54-2758,76266,31,Private,197672,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Perren Hansard,3/8/1988,668-37-3952,69454,53,Private,185846,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Jobina Bromet,9/17/2007,435-54-4492,64321,47,Self-emp-not-inc,315110,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,20,United-States,<=50K
+Haze Brinkler,1/26/2009,542-44-0359,95048,27,Private,220754,Doctorate,16,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Montague Snashall,8/18/2005,817-53-4042,77225,22,Private,64292,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jacquenette Shatliff,3/5/2000,458-31-3180,75530,29,Private,126060,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Michelle Clapp,12/23/1952,586-76-5449,69446,52,Private,78012,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,1762,40,United-States,<=50K
+Irv Cowin,11/29/1967,573-21-4156,82230,32,Private,210562,Assoc-voc,11,Divorced,Craft-repair,Own-child,White,Male,0,0,46,United-States,<=50K
+Wang Pittam,11/6/1952,641-50-9936,6809,23,Private,350181,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Oriana Swayton,2/12/1995,872-06-7733,5387,27,Private,233421,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+Avictor Couper,1/31/1955,299-49-8760,47552,53,Private,167170,HS-grad,9,Widowed,Machine-op-inspct,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Gherardo Derricoat,1/3/2012,294-70-6026,44913,18,Private,260801,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Stepha Wearing,8/29/1973,708-85-0175,4923,41,Private,173370,Bachelors,13,Separated,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Vinita Pask,7/27/1976,874-90-5603,7887,27,Private,135520,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Dominican-Republic,<=50K
+Danyelle Vyse,9/23/1999,860-10-4190,17230,30,Private,121308,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Stephan Sansbury,3/3/1958,430-62-2867,80390,41,Private,444743,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Dinnie Levinge,9/4/1989,299-49-8043,89350,21,Private,65225,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Melicent Samett,2/11/1982,708-52-2835,87320,58,State-gov,136982,HS-grad,9,Married-spouse-absent,Other-service,Unmarried,Black,Female,0,0,40,Honduras,<=50K
+Dorothee Carletto,5/2/1990,861-11-3103,34351,45,State-gov,271962,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kaia Cannell,11/6/1985,298-99-7041,84872,40,Private,204046,10th,6,Divorced,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Conway Kleynen,9/28/1956,101-05-6419,53652,21,Private,225823,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Amelie Skeech,5/17/2011,125-39-0138,1224,29,Private,183009,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,1590,40,United-States,<=50K
+Shelagh Ibbott,4/18/1971,816-64-4817,31022,50,Private,121038,Assoc-voc,11,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,40,United-States,<=50K
+Joellyn Maghull,8/12/1970,585-04-4572,42797,26,Private,49092,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Wynnie Mourant,10/12/1980,732-21-1150,65338,23,Private,148709,HS-grad,9,Separated,Handlers-cleaners,Other-relative,White,Female,0,0,40,United-States,<=50K
+Garfield Lardier,6/14/1991,394-24-3400,50927,27,Private,209205,Bachelors,13,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Mia Grabban,4/24/2006,403-45-8248,10266,36,Local-gov,285865,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Barton Staddom,9/28/1963,147-14-6923,17112,22,Federal-gov,216129,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,40,United-States,<=50K
+Regan Carlino,10/18/1974,775-19-8758,57244,37,Federal-gov,40955,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,Japan,<=50K
+Thomasina Josselson,8/30/1972,201-58-0348,4389,54,Private,197189,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Giles Smissen,6/15/1966,757-53-7871,36372,36,Private,33001,HS-grad,9,Divorced,Farming-fishing,Unmarried,White,Male,0,0,50,United-States,<=50K
+Viviene Ackenson,11/27/1996,121-03-1913,20820,44,Private,227399,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+Bel Featherstone,2/17/2002,856-26-2385,51231,38,Private,164050,Some-college,10,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,>50K
+Tiffy Runacres,3/6/2006,408-55-6629,59623,49,Private,259087,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Mead Torre,5/4/2009,154-19-3293,2850,18,Private,236262,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+Tobias Wimpenny,1/27/1987,828-48-5535,60747,26,Private,177929,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Vittorio Crudginton,1/25/1951,103-20-2980,95469,48,Private,166929,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,,>50K
+Isobel Metcalfe,1/8/2012,185-99-9060,35453,32,Private,199963,11th,7,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Jaymie Hatchell,11/5/1972,445-32-3437,5024,35,State-gov,98776,HS-grad,9,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Ximenez Dawidman,8/22/1995,490-29-2133,26526,40,Private,135056,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Morena Renyard,12/23/2009,631-05-4453,18075,40,Self-emp-not-inc,55363,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,40,United-States,<=50K
+Mabel Cowlin,5/15/2008,714-96-5826,38744,42,State-gov,102343,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,72,India,>50K
+Nara Rigden,7/10/1976,721-75-8089,23240,30,Private,231263,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Chastity Threadgill,11/22/2006,848-56-3495,48971,19,Private,226913,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Harvey Battin,8/14/2003,167-52-6390,74748,36,Private,129573,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Beverley Willshire,5/26/1983,667-55-8426,68233,31,Private,191001,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ashla Benitez,7/16/1975,172-84-9841,63265,50,Federal-gov,69345,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Selene Vignal,9/23/1963,427-55-5944,72477,38,Private,204556,HS-grad,9,Divorced,Craft-repair,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Aime Goodin,2/15/1981,737-22-0456,52068,35,Private,192626,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Fallon Burkhill,5/3/1963,716-60-7362,71995,45,Private,202812,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Austen Fitkin,4/5/2001,576-70-5890,21680,29,Private,405177,10th,6,Separated,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kiley Coxen,9/28/1978,739-16-1719,34,41,Private,227890,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,46,United-States,>50K
+Druci Caven,2/6/2003,520-91-8769,71303,33,Private,101352,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,>50K
+Olia Godridge,12/18/2000,816-97-3822,96893,49,Private,82572,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Gamaliel Mayze,12/12/2005,320-13-0184,74096,28,Private,132686,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Tessie Russel,6/7/1997,385-47-8368,18901,49,Local-gov,149210,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,Black,Male,15024,0,40,United-States,>50K
+Elset Stuffins,12/9/1985,491-31-3262,64648,27,Private,245661,HS-grad,9,Separated,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Emmaline Grissett,1/10/2001,233-83-2951,88110,47,Self-emp-inc,483596,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,2885,0,32,United-States,<=50K
+Sidoney Crose,1/19/1996,595-34-4516,83380,42,State-gov,104663,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,Italy,>50K
+Dominga Wrixon,8/5/1987,643-30-0428,80358,30,Private,347166,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Berty Syddie,8/23/2006,579-30-5935,52152,37,Local-gov,108540,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Berti Blazek,2/16/1981,207-75-9691,12173,37,Private,333305,Doctorate,16,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,<=50K
+Ofilia Zanneli,9/29/1962,504-26-1803,49557,51,Private,155408,HS-grad,9,Married-spouse-absent,Sales,Not-in-family,Black,Female,0,0,38,United-States,<=50K
+Berta Glanister,9/16/1983,549-94-8793,3538,27,Federal-gov,246372,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Kizzie Hunnisett,11/3/1957,186-04-7541,59379,53,Private,30290,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Alvina Brayson,11/2/1977,459-11-5027,34391,45,Private,347321,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dom Santus,10/25/1969,533-37-9093,58574,37,Self-emp-inc,205852,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Charissa Oertzen,1/16/1981,384-04-2927,81776,40,Federal-gov,163215,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,,<=50K
+Lisha Schneidau,10/5/1985,527-58-7158,18607,54,State-gov,93449,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,India,>50K
+Lesli Scaplehorn,1/28/1963,826-40-0889,5539,47,Self-emp-inc,116927,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+Mabelle Shilling,6/18/1967,692-45-7165,90470,35,Private,164526,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Yugoslavia,>50K
+Sherilyn Conningham,6/20/2012,169-04-7838,70621,33,Private,31573,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Alexandros Gooble,1/8/1965,255-38-9134,25800,28,Local-gov,125159,Some-college,10,Never-married,Adm-clerical,Other-relative,Black,Male,0,0,40,Haiti,<=50K
+Ingunna Levicount,12/18/1969,855-92-3453,41306,39,State-gov,201105,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,55,United-States,>50K
+Gypsy Iceton,2/16/1981,883-54-5608,6154,25,,122745,HS-grad,9,Never-married,,Own-child,White,Male,0,1602,40,United-States,<=50K
+Cristy Whitta,7/22/1987,297-58-6539,3034,33,Private,150570,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Jedidiah Stubbert,4/20/1979,203-33-4720,13295,34,Private,118941,11th,7,Never-married,Other-service,Not-in-family,White,Female,0,0,40,Ireland,<=50K
+Raul Lillegard,4/1/1987,503-59-4777,32527,53,Private,141388,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Ruddy Cronkshaw,3/8/1984,815-11-5902,58698,21,Private,174714,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,White,Male,0,0,35,United-States,<=50K
+Ossie Mallion,3/11/1979,119-61-1056,63096,31,State-gov,75755,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,55,United-States,>50K
+Avivah Wycherley,5/22/1975,481-13-6510,55500,63,Private,133144,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Amanda Westall,9/8/1974,739-57-1764,51996,21,Self-emp-not-inc,318865,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Erwin Reaney,12/14/1952,520-29-8158,69320,59,Private,109638,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Priscella Pinwell,9/18/1967,224-15-6851,89584,50,Private,92969,1st-4th,2,Separated,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Wallie Kentwell,1/23/1952,291-31-0450,29454,66,,376028,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,20,United-States,<=50K
+Kile Mathen,8/5/1971,683-09-9113,61750,19,Private,144161,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+Jessie Mills,8/31/1978,821-56-0123,31624,31,Private,183778,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Duffy Girardini,1/25/1953,742-28-4687,89712,23,Private,398904,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,<=50K
+Cissiee Fulmen,10/23/1992,359-74-8607,82779,45,Private,170846,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Langsdon Parks,8/20/2005,494-88-0673,48006,35,Local-gov,204277,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Ambros Buyers,7/3/2007,707-06-5800,46896,32,Private,205152,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Albertine Westoll,2/7/2005,579-98-9284,48630,20,Private,225395,7th-8th,4,Never-married,Machine-op-inspct,Other-relative,White,Female,0,0,60,Mexico,<=50K
+Felic Firsby,2/13/1953,898-70-5943,22215,38,Private,33975,HS-grad,9,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,>50K
+Amargo Dudgeon,12/21/1995,544-19-4130,31783,49,Private,147032,HS-grad,9,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,0,0,8,Philippines,<=50K
+Axe Battersby,1/6/1958,737-44-7162,12904,64,Private,174826,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Debra McKerley,5/31/2003,657-11-0292,98797,60,Local-gov,232769,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+Cobby Cockshot,4/24/1964,353-02-0444,46914,25,Private,36984,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Padget Keighley,9/27/1959,144-20-0192,99054,21,Private,292264,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Renado Jerams,9/2/1955,586-13-6550,40638,26,Private,303973,HS-grad,9,Never-married,Priv-house-serv,Other-relative,White,Female,0,1602,15,Mexico,<=50K
+Zedekiah Birtwell,12/18/2004,590-25-3595,4256,23,Private,287988,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Florentia Barrat,9/1/1957,272-99-9591,81219,67,Self-emp-inc,330144,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+Cahra Courtney,7/19/1981,458-52-5751,68386,24,Private,191948,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Adaline Marte,5/16/1984,635-58-5047,17977,46,Private,324601,1st-4th,2,Separated,Machine-op-inspct,Own-child,White,Female,0,0,40,Guatemala,<=50K
+Tiffany Kench,10/29/1997,428-01-1235,35776,38,State-gov,200289,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,Taiwan,<=50K
+Ilario Boyen,1/6/1981,604-41-0188,91876,20,Private,113307,7th-8th,4,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+Ricardo Brambley,10/9/2005,675-94-4281,87553,28,,194087,Some-college,10,Never-married,,Other-relative,White,Female,0,0,40,United-States,<=50K
+Jeane Goathrop,7/11/1995,826-65-3717,72016,26,Private,155213,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Dot Coffey,6/9/1996,101-23-4305,43128,58,Private,175127,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Olympie Benditt,2/7/1971,710-69-4321,90106,31,State-gov,358461,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Charmian Orchard,12/2/1988,497-02-9779,26569,37,State-gov,354929,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,Black,Male,0,0,38,United-States,<=50K
+Miquela Lindbergh,11/28/1957,497-97-0804,95324,53,State-gov,104501,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+Adda Lagden,11/9/1969,276-02-4920,83214,45,Private,112929,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Birch Holley,6/13/1987,406-83-0135,55020,33,Private,132832,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Waverley Pratte,2/27/1960,487-31-6731,95633,33,State-gov,357691,Masters,14,Married-civ-spouse,Protective-serv,Husband,Black,Male,0,0,40,United-States,<=50K
+Eirena Gorini,10/18/1979,435-28-9813,36743,35,Private,114605,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Debby Acres,3/4/1965,707-61-0345,72525,60,Self-emp-not-inc,525878,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,40,United-States,<=50K
+Blakeley Rowcastle,10/25/1960,451-07-3094,59078,21,Private,68358,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Delaney Ollivierre,4/23/1980,195-08-1072,21715,38,Private,174571,10th,6,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,45,United-States,<=50K
+Hali Kupper,3/17/1984,143-31-5287,93881,40,Private,42703,Assoc-voc,11,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kyle Balogun,8/7/1995,827-14-4646,89064,40,Private,220589,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,>50K
+Hayley Syder,12/4/1993,564-41-5422,36128,44,Self-emp-not-inc,197558,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,70,United-States,>50K
+Oates Saile,9/19/1968,484-55-3658,38721,27,Private,423250,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Yvon Asbury,4/26/1980,125-30-8724,6473,34,Self-emp-not-inc,29254,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Mylo Brodeur,12/12/1959,160-20-0686,5960,20,,308924,Some-college,10,Never-married,,Own-child,White,Male,0,0,25,United-States,<=50K
+Theodor Klimowski,11/22/1998,394-71-2875,92961,49,Local-gov,276247,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Feliks Baumber,10/18/1981,632-14-1057,37801,37,Private,213841,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Sharlene Androlli,1/25/2002,565-14-1920,61033,52,Private,181677,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,30,United-States,>50K
+Abel Snoad,6/9/1975,669-74-5676,20635,46,Private,160061,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Bessie Voelker,3/3/2008,730-66-4822,31935,20,Private,285295,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,0,0,40,,<=50K
+Deanne Flint,1/9/1963,120-44-1428,16324,43,Private,265266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ervin Aasaf,3/19/1961,643-76-1820,44276,46,Local-gov,222115,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,99999,0,40,United-States,>50K
+Reg De Micoli,2/9/2002,113-55-7812,6402,25,State-gov,194954,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+Trumaine Steagall,1/1/1962,679-02-0802,38104,48,Private,156926,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vivien Idle,12/14/1951,642-08-5994,76855,36,Local-gov,217414,Some-college,10,Divorced,Protective-serv,Unmarried,White,Male,0,0,55,United-States,<=50K
+Izaak Sweetenham,11/29/1975,500-49-9102,2172,37,Private,538443,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,14344,0,40,United-States,>50K
+Inge Suttell,5/10/1986,878-10-1644,30277,18,,192399,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+Alfonse Redholls,2/17/1970,848-86-3327,64854,42,Private,383493,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Pall Sepey,11/3/1951,324-55-6666,71871,60,Private,193235,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,24,United-States,<=50K
+Haily Chasson,5/28/2008,449-91-9816,20241,37,Self-emp-inc,99452,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,>50K
+Felicity Shave,10/5/1973,759-56-2282,71069,44,Local-gov,254134,Assoc-acdm,12,Divorced,Tech-support,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Clarice Grayston,4/1/1998,293-16-7802,17058,32,Private,90446,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Henriette Gurdon,5/29/1999,446-07-1315,94977,29,Private,116613,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Portugal,<=50K
+Christabel Gowen,7/12/1978,237-73-5958,37847,42,Local-gov,238188,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,35,United-States,>50K
+Stephana Baggiani,1/13/2003,121-92-8665,21627,17,Private,95909,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,12,United-States,<=50K
+Davina Romera,12/12/1965,581-77-2720,47896,41,Private,82319,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,10,United-States,<=50K
+Ariel Schlag,6/20/1976,618-26-9568,35373,34,Private,182274,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,1887,40,United-States,>50K
+Fawn Doohey,1/11/1954,163-58-8061,82478,56,Private,179625,10th,6,Separated,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+Lorrayne Faltin,2/18/1967,810-24-3822,14613,28,Private,119793,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Nomi Klaessen,3/18/2011,145-56-3186,60593,28,Self-emp-not-inc,254989,11th,7,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Kacy Sears,3/11/1988,146-96-2922,727,19,Private,104830,7th-8th,4,Never-married,Transport-moving,Unmarried,White,Male,0,0,25,Guatemala,<=50K
+Fernande Headey,10/4/2009,860-36-1992,23631,49,Federal-gov,110373,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Alyss Morison,4/12/1973,268-49-2916,71177,36,Self-emp-not-inc,135416,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,50,United-States,<=50K
+Caz Pherps,10/19/2001,816-54-0598,53374,25,Private,298225,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,35,United-States,<=50K
+Ilene Averay,8/17/1959,289-69-4600,8990,42,Private,166740,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Emile Purkis,4/24/1992,805-82-7844,2985,47,Self-emp-not-inc,213668,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Kerwin Jameson,4/21/1953,409-34-4600,46564,26,Private,276624,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Gustav Brady,8/19/1987,744-68-1861,58121,35,Private,226789,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,58,United-States,<=50K
+Godart Skewes,2/13/1955,498-20-2022,38884,37,Private,31023,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Chevy Perago,9/21/1975,843-18-8953,35283,39,Local-gov,116666,HS-grad,9,Never-married,Protective-serv,Own-child,Amer-Indian-Eskimo,Male,4650,0,48,United-States,<=50K
+Meara Sherland,8/14/1984,247-79-0922,99189,42,Private,136986,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Nicko Rutgers,5/14/1966,580-89-5760,20417,41,Private,179580,Some-college,10,Divorced,Other-service,Not-in-family,White,Female,0,0,36,United-States,>50K
+Lucretia Worsfield,2/2/2009,117-41-4526,19997,23,Private,103277,Some-college,10,Divorced,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+Christopher Bousquet,11/4/1993,661-17-0795,42623,31,Federal-gov,351141,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Rodger Ditty,8/5/1958,504-27-8075,85048,36,Local-gov,191161,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,57,United-States,>50K
+Bettine Cortes,2/9/1989,311-70-4857,22518,20,Private,148709,Some-college,10,Never-married,Prof-specialty,Unmarried,White,Female,0,0,25,United-States,<=50K
+Jean Hoovart,4/9/1975,489-67-7977,53128,36,Private,128382,Some-college,10,Never-married,Machine-op-inspct,Unmarried,White,Male,0,0,45,United-States,<=50K
+Star Bravey,1/1/2007,343-86-1636,15769,50,Private,144361,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+Meggy Ranby,10/23/1978,770-56-0087,78826,37,Private,172538,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Liesa Moscrop,1/4/2008,523-59-8860,72893,25,Private,102476,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,27828,0,50,United-States,>50K
+Tamas Skurray,10/7/1968,514-64-2588,5925,39,Private,46028,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,60,United-States,<=50K
+Oberon Georgot,10/4/1996,278-41-7315,7582,32,Private,198452,HS-grad,9,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,United-States,<=50K
+Amber Vellden,4/16/1965,425-62-5650,89747,59,Private,193895,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Myra Spears,8/13/2012,675-05-6334,32566,29,Private,233421,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,3411,0,45,United-States,<=50K
+Michele Fieldstone,3/3/1955,793-07-9513,48937,50,Private,378747,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Jaquelyn Eastgate,8/25/1980,213-30-7138,87248,42,Private,31251,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,37,United-States,<=50K
+Modestine Treagust,6/30/1965,309-41-1061,30871,32,Private,71540,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Caroline Stedman,4/5/1991,383-30-4210,76180,48,Private,194772,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+Matthias Damant,4/16/1986,314-92-2207,53522,20,Private,34568,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3781,0,35,United-States,<=50K
+Jerad Udden,10/23/1975,315-69-8772,48591,50,Self-emp-not-inc,36480,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Korrie Dameisele,6/30/1962,598-97-2498,10966,18,Private,116528,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Celinda Witherby,4/9/1989,670-54-6303,86128,60,Private,52152,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Priscilla McIan,10/26/1995,451-45-2963,61290,60,Private,216690,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+Vin Huitt,5/20/1985,288-95-9999,3116,42,Local-gov,227065,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,22,United-States,<=50K
+Jodi Shord,3/15/1981,317-40-7518,82856,49,Private,84013,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Barbee Cartmale,3/13/1989,874-22-8369,65576,35,Self-emp-inc,82051,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Glynn Durman,4/7/1997,584-53-9013,40657,30,Self-emp-not-inc,176185,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Iran,<=50K
+Karlotta Braun,11/22/2005,142-14-5943,62304,59,Private,115414,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Stella Gaydon,4/11/1997,747-20-4610,18355,24,Self-emp-inc,493034,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,13550,0,50,United-States,>50K
+Berkly Jurasz,12/22/1961,753-19-7805,83390,55,Private,354923,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gregorio McConaghy,4/30/1973,881-52-7494,1451,19,Private,393712,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Buddy Clowsley,7/19/2012,564-10-0073,66009,39,Private,98941,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nappy Dayley,8/28/1980,702-83-6326,15287,48,Private,141483,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Mavis Nequest,3/26/1973,125-49-1381,27618,44,Private,172479,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,40,United-States,>50K
+Rossy Warne,3/17/1959,856-76-1615,24818,21,Private,226145,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,30,United-States,<=50K
+Lay Wonfor,9/11/2005,587-43-7247,89866,23,Private,394612,Bachelors,13,Never-married,Tech-support,Own-child,Black,Male,0,0,40,United-States,<=50K
+Dianemarie Kenington,3/16/1994,419-19-1181,38869,22,Private,231085,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Nerta Conisbee,3/17/1994,213-01-2712,63414,55,Self-emp-not-inc,183810,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Nelly Weal,9/14/2001,819-14-9260,36477,19,Private,186159,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gustie Dawney,12/7/1981,473-51-0157,15682,23,Private,162282,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Bartholomew Killby,7/18/1988,601-17-3229,92737,46,Private,219021,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,44,United-States,>50K
+Cathryn Tribe,12/1/1962,722-07-1617,82039,23,Private,273206,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,23,United-States,<=50K
+Kate Wixey,10/15/1978,379-68-8497,60171,47,Self-emp-inc,332355,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,50,United-States,>50K
+Leticia Parnaby,2/18/1994,527-03-7417,81968,23,Private,102729,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Hestia Koopman,3/18/1960,541-74-2980,34263,42,Private,198096,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Eran Bromfield,11/22/1983,319-03-4911,93701,22,State-gov,292933,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,10,United-States,<=50K
+Alejandro Wank,8/27/1962,886-63-1524,12674,18,Private,135924,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,20,United-States,<=50K
+Tannie Hek,6/9/2006,747-43-0462,98193,37,Private,99146,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,50,United-States,>50K
+Cassie Gibbs,7/18/1999,856-84-4958,20431,34,Private,27409,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Terrijo Battisson,8/29/2008,714-51-4796,49613,30,Private,299507,Assoc-acdm,12,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kirsten Stilling,8/7/1993,323-84-3192,64714,62,Self-emp-not-inc,102631,Some-college,10,Widowed,Farming-fishing,Unmarried,White,Female,0,0,50,United-States,<=50K
+Adara Parfett,3/6/1979,358-99-9768,79971,51,Private,153486,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Merrick Thing,2/25/1980,214-34-5978,32427,34,Private,434292,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,30,United-States,<=50K
+Orella Keuneke,7/16/2009,140-31-7821,34970,28,Self-emp-not-inc,240172,Masters,14,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Gard Mateos,4/29/1985,511-93-5297,47940,56,Private,219426,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gracia Dever,11/23/1970,798-69-9943,86504,46,Private,295791,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Jackson Dunsford,3/15/2011,710-88-5468,93674,46,Private,114032,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,1887,45,United-States,>50K
+Lura Cunradi,6/13/1961,269-56-7125,76777,23,Local-gov,496382,Some-college,10,Married-spouse-absent,Adm-clerical,Own-child,White,Female,0,0,40,Guatemala,<=50K
+Emlynne Churly,6/20/1959,511-54-2667,96311,33,Private,376483,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,30,United-States,<=50K
+Tamqrah Crimes,6/8/1965,653-12-4626,57911,27,Private,107218,HS-grad,9,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Nicoline Wilse,1/2/1985,193-42-2711,31607,21,Private,246207,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+Arty Ashington,10/1/1963,886-99-0369,15043,18,,80564,HS-grad,9,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+Tulley Wenham,3/10/1964,201-02-2405,60771,36,Private,83089,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,7298,0,40,Mexico,>50K
+L;urette Jakubovitch,3/5/1987,306-30-6081,33237,37,Local-gov,328301,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Keely Smither,5/4/1973,386-63-1712,15195,39,Local-gov,301614,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Clary Pyne,10/11/1960,135-23-1992,3044,36,Private,199739,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,7298,0,60,United-States,>50K
+Athene Spohrmann,10/16/1999,119-20-2341,2050,24,Private,180060,Assoc-acdm,12,Never-married,Craft-repair,Not-in-family,White,Male,2354,0,40,United-States,<=50K
+Jillane Dasent,12/26/1972,342-83-3298,9416,26,Private,121040,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,Black,Female,0,0,40,United-States,<=50K
+Arvin Amor,8/17/1960,751-15-8486,85971,37,Private,125550,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Iggie Helliar,9/15/1951,655-80-7942,68752,34,Private,170772,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Munmro Boissier,8/31/1976,545-25-5234,90604,33,Private,180551,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Francyne English,12/22/1985,649-61-1865,49731,33,Self-emp-not-inc,48189,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,30,United-States,<=50K
+Angeline Toal,4/19/1955,662-03-7440,80326,20,Private,432154,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,8,Mexico,<=50K
+Say Baiden,8/14/2009,737-82-3617,15777,26,Private,263200,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Hanni Reaveley,2/23/1974,413-54-7148,63589,47,Private,123207,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,>50K
+Ellerey McGilbon,3/10/1995,855-74-1801,97157,17,Private,110798,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Petey Standley,8/17/1985,192-41-4020,90636,53,Private,238481,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1485,40,United-States,<=50K
+Alberta Daftor,7/29/1953,828-68-7536,67186,31,Private,185528,Some-college,10,Divorced,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Yuri Strase,4/10/1994,214-28-3520,48906,34,Private,181311,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Kareem Faireclough,2/17/1951,494-56-2525,60718,23,Private,528616,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Paolina Houndesome,11/30/1989,725-20-2938,84946,39,Private,272950,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,>50K
+Wilona Skains,9/27/1981,227-03-6607,11493,22,,195532,HS-grad,9,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Susan Klehyn,1/15/1976,768-15-8779,97997,21,Private,197583,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Willamina Silverston,3/23/2001,591-25-6936,51176,40,Private,48612,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Xaviera MacQuarrie,1/23/1953,512-81-5489,42121,54,Local-gov,31533,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+Sayres Kloss,5/26/2002,797-59-9504,70490,32,Federal-gov,148138,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,2002,40,Iran,<=50K
+Adria Dunstall,12/24/1954,390-36-8324,57018,29,Local-gov,30069,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,2635,0,40,United-States,<=50K
+Lucie Daws,8/10/2001,207-43-5154,33020,68,,170182,Some-college,10,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Bambi Cooney,6/8/2003,342-55-0794,30628,27,Local-gov,230885,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+Judah Yeowell,6/28/1968,634-55-7740,87056,54,Private,174102,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Antonius Spofford,12/15/2004,285-81-4472,15628,23,Private,352606,HS-grad,9,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kara Trollope,7/11/2005,892-46-6732,15806,38,Private,241153,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,>50K
+Gibbie Wain,4/18/1967,631-67-3485,70705,54,Private,155433,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+Liana Whenman,12/7/1956,438-59-5015,21790,21,Private,109414,Some-college,10,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,0,1974,40,United-States,<=50K
+Munmro Sleightholm,11/5/1977,152-31-9596,773,40,Private,125461,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Anica Cordle,1/24/1987,330-12-9521,81221,19,Private,331556,10th,6,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reg Onge,10/5/1996,177-56-0869,73781,21,,138575,HS-grad,9,Never-married,,Other-relative,White,Male,0,0,60,United-States,<=50K
+Dedra Tarburn,12/14/1971,435-72-3743,3194,35,Private,223514,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Freeman Dagworthy,9/10/1980,110-23-5669,65591,39,Private,115418,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,2174,0,45,United-States,<=50K
+Marlyn Denham,3/13/1978,835-55-9364,98951,38,Private,193026,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,1408,40,,<=50K
+Barbabas Farbrace,6/21/1955,220-77-3396,96304,41,Private,147206,12th,8,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Susanna Minard,6/14/1973,681-16-9415,45073,26,Private,174592,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tris McGiffin,3/11/1959,715-31-3982,84700,35,Private,268620,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Virgie Matas,5/17/1958,633-31-5279,77486,70,Self-emp-not-inc,150886,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,25,United-States,<=50K
+Linnell Velasquez,12/8/1978,719-88-6835,3810,45,Private,112362,10th,6,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Olympia Gubbins,3/24/1978,281-52-9104,31327,83,Private,195507,HS-grad,9,Widowed,Protective-serv,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Joy Eves,10/17/1965,477-91-4709,68083,59,Private,192983,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dino Charlton,10/27/1961,647-42-5861,57428,18,Private,120544,9th,5,Never-married,Other-service,Own-child,Black,Male,0,0,15,United-States,<=50K
+Fifine Condict,5/20/1979,667-63-8500,53625,31,Private,59083,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Tate Fick,9/1/1971,699-80-4338,32695,43,Private,208277,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,45,United-States,>50K
+Even Goolding,8/18/1979,861-38-4206,64064,24,Local-gov,184678,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Papagena Longridge,8/13/1969,894-83-4175,3136,33,Private,278736,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Benni Caulton,12/3/1996,703-96-6407,24126,48,Local-gov,39464,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,52,United-States,<=50K
+Jen Gloyens,3/17/1975,838-18-2688,27793,27,Private,162343,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Dominican-Republic,<=50K
+Rogerio Ramiro,12/30/1968,537-43-6038,81347,41,Private,204046,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Garret Ormistone,5/20/1960,235-03-1061,48505,25,Private,255647,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,Mexico,<=50K
+Dennie Gonin,9/3/1976,250-31-5159,82953,53,Private,123011,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,>50K
+Marnie Bernardy,3/3/1959,639-59-0460,72224,66,Self-emp-not-inc,291362,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Nicoli Godain,3/4/1971,120-52-6209,99995,31,Private,159187,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Erroll Wilgar,11/13/1998,145-17-2436,69971,30,State-gov,126414,Bachelors,13,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Carlie Van den Velden,1/24/2006,495-98-9991,16102,22,Private,227626,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bevvy Klimecki,12/4/1973,390-65-8192,91458,47,Self-emp-inc,173783,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+Lucio Reyes,8/19/1974,316-40-2002,8733,74,Private,211075,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Whitney Blest,6/8/1993,391-35-0917,72914,37,Private,176756,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,1485,70,United-States,>50K
+Franklin Faires,1/21/1991,796-89-3573,58687,35,Self-emp-not-inc,31095,Some-college,10,Separated,Farming-fishing,Not-in-family,White,Male,4101,0,60,United-States,<=50K
+Patrica Bairstow,1/25/2002,177-87-8554,1680,51,Self-emp-not-inc,32372,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,70,United-States,<=50K
+Courtnay Kilmartin,7/10/1978,264-23-0497,95171,40,Private,331651,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Linzy Heales,12/12/1983,690-62-0561,12935,51,Local-gov,146325,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1887,40,United-States,>50K
+Judy Jenny,6/9/1970,325-24-3580,26568,26,Private,515025,10th,6,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,United-States,<=50K
+Leonie Trask,8/10/2012,150-42-6792,60691,53,Private,394474,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Calvin Swayton,1/1/2006,862-92-9837,25455,32,Private,400535,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3781,0,40,United-States,<=50K
+Lissi Mathivat,1/9/1967,605-50-7993,98559,29,Self-emp-not-inc,337505,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Bailie Etherington,5/5/1969,300-29-9195,86510,42,Private,211860,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Trenna Coorington,2/8/1952,772-57-1776,7642,22,Private,102684,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,32,United-States,<=50K
+Andrus Bonus,2/6/2010,624-46-6516,28073,62,,225657,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,24,United-States,<=50K
+Esme Goodright,11/16/1984,583-69-8309,22557,33,Private,121966,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Brigida Peatheyjohns,2/20/2007,802-45-2491,26635,21,Private,396790,HS-grad,9,Never-married,Transport-moving,Own-child,Black,Male,0,0,20,United-States,<=50K
+Ivette Kinder,8/6/1954,378-42-9388,97375,46,Local-gov,149949,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Sarajane Gravett,10/9/1993,230-84-4614,38502,25,Private,252187,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Clive Bitten,7/6/2006,409-22-0387,90463,29,Private,209934,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Kasper Conor,2/3/1996,836-26-0473,91481,29,Federal-gov,229300,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Sonny Blaisdell,12/8/1993,876-51-7875,18223,33,Private,170769,Doctorate,16,Divorced,Sales,Not-in-family,White,Male,99999,0,60,United-States,>50K
+Fin Rushe,7/30/1956,195-71-3590,54177,50,Private,200618,Assoc-acdm,12,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Emlynn Curless,10/8/1955,576-89-0381,20086,22,Private,216984,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Paddie Colley,12/27/1950,389-80-7327,96174,40,Private,212760,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Myriam Scamal,12/10/1970,126-22-1636,46405,28,Private,150309,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,0,0,45,United-States,<=50K
+Adrea Sprason,10/17/2006,885-07-7231,30573,54,Private,174655,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Falito Hawley,3/17/1982,274-59-9739,96426,29,Private,109621,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gavrielle Stouther,1/23/2003,805-15-2413,96669,49,Private,225124,HS-grad,9,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Dana Davsley,3/15/1969,701-61-2198,67695,46,Private,172695,11th,7,Widowed,Other-service,Not-in-family,White,Female,0,0,27,El-Salvador,<=50K
+Archibald Jermyn,7/20/2011,161-88-8528,31975,71,Self-emp-not-inc,238479,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,8,United-States,<=50K
+Brittaney Earthfield,8/29/1998,783-59-7768,83686,27,Private,37754,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,80,United-States,<=50K
+Ag Reeveley,6/23/1970,228-84-4281,5167,56,Private,85018,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cristionna Izkovitch,5/29/1982,469-95-3927,39874,64,Private,256466,HS-grad,9,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,0,60,Philippines,>50K
+Timothea Chatell,1/4/1986,573-10-7578,54062,23,Private,169188,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+Stefania Fadian,9/17/1970,898-08-8049,54655,36,Private,210945,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Clerc Ouldred,12/10/1989,490-99-7476,63993,39,Local-gov,287031,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Angel Bubbins,8/26/1953,355-41-7216,87191,26,Private,224361,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Belvia Willoughway,4/16/1985,419-38-9278,83958,31,Federal-gov,108464,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Wallie Breens,9/28/1963,293-15-6201,57193,36,Private,75826,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Spenser Alvarado,1/19/1965,446-15-9312,1432,43,Private,120277,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Jonis Yakhin,9/21/1991,870-46-0782,4744,25,Private,104439,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Adah Bendix,2/13/1982,670-63-4896,82254,27,Private,56870,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Dilan Lundbech,10/17/1958,751-05-7450,57216,24,Private,200819,12th,8,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alf Shackle,3/14/1994,639-42-0134,94850,50,Self-emp-not-inc,170562,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,20,United-States,<=50K
+Natasha Gery,1/18/1985,137-14-8723,39176,30,Private,80933,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nady Eslie,7/23/1973,662-37-4280,63932,24,Private,33088,11th,7,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Blondelle Haythorne,2/7/1981,147-67-5619,44353,41,Local-gov,112763,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,7430,0,36,United-States,>50K
+Lamar Tackle,8/8/2011,200-78-1812,95632,29,Private,177651,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Bertina Jewster,6/22/1972,324-25-2030,89820,31,Private,261943,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Bail Wawer,3/24/1960,208-07-3067,44274,54,Private,169785,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,Italy,<=50K
+Katusha Apedaile,5/27/1977,214-30-9560,99544,20,Private,141481,11th,7,Married-civ-spouse,Sales,Other-relative,White,Female,0,0,50,United-States,<=50K
+Ernst Pasek,12/25/2006,189-57-6121,37368,37,Private,433491,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Emerson Paslow,9/4/1958,244-32-3286,17075,28,Local-gov,86615,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+Adi Worledge,7/9/1954,839-44-6586,79163,39,Private,125550,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Bartlet Dodamead,6/7/1951,317-68-3780,72412,46,State-gov,421223,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Wilton Barnet,6/26/1982,110-16-8579,13341,35,Private,26999,Bachelors,13,Separated,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+Ola Drohun,8/7/1995,672-59-3558,4471,36,Self-emp-not-inc,241998,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,99999,0,20,United-States,>50K
+Carolan Scotchmore,5/30/1959,254-15-5572,60409,34,,133861,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,25,United-States,<=50K
+Frasier Greathead,4/8/1966,324-89-1545,89802,44,Private,115323,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Dexter Sutherby,8/16/1986,537-50-6157,24072,34,Self-emp-inc,23778,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Hortense Thresher,5/17/1998,491-15-7342,36376,28,Self-emp-not-inc,190836,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Mercy Cordero,5/12/1968,399-83-5925,66115,38,Self-emp-inc,159179,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Michaela Shatliffe,11/10/1995,427-87-7289,61733,64,,205479,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+Seumas Grigs,6/28/1961,834-80-5919,89126,19,,47713,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Mose Heilds,12/30/1950,289-76-7272,75874,35,Private,163237,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+Theresita Prosch,10/26/1996,417-14-6494,32191,61,Private,202202,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Leonard Lawey,6/11/1997,613-27-3563,21942,45,Private,168837,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lorne Giuroni,9/17/1977,301-63-9071,91851,36,Private,112271,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Godart Loyns,5/28/1972,686-01-9632,74579,34,Private,52537,HS-grad,9,Never-married,Transport-moving,Unmarried,Black,Male,0,0,30,United-States,<=50K
+Yevette Mullett,6/3/1990,569-27-0100,7281,27,Private,38353,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Hanny Wandrach,1/7/1992,607-05-2611,35631,22,Private,141698,10th,6,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Britt Truscott,3/13/2001,186-18-3792,45793,26,Private,28856,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Denni Jellett,9/19/1961,104-72-8542,63753,19,Private,175652,11th,7,Never-married,Other-service,Other-relative,White,Female,0,0,15,United-States,<=50K
+Thibaud Mumbey,10/6/2006,702-85-5294,97835,36,Private,213008,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Almira Ingyon,5/12/1963,670-83-8822,98425,51,Private,196501,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,14084,0,50,United-States,>50K
+Rici Stoll,6/12/2007,433-08-8377,69967,63,Private,118798,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,99999,0,40,United-States,>50K
+Henrik Robelow,7/24/2001,122-78-1135,51299,51,Private,92463,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Germana Wallwood,6/14/1986,864-31-2722,37427,20,State-gov,125165,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Hali Elloway,1/22/1999,769-15-9827,71788,42,Self-emp-not-inc,103980,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Garnette Fearnyhough,2/22/1981,744-29-6852,69898,40,,180362,Bachelors,13,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Salli Garnham,9/23/1985,333-20-6072,96641,25,Private,53903,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Addy Lesley,8/2/1978,328-53-3307,69570,40,Private,179735,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,White,Female,0,0,50,United-States,<=50K
+Tracy Ricket,8/31/1977,709-95-7281,13530,41,,277390,Bachelors,13,Married-civ-spouse,,Wife,White,Female,0,0,30,United-States,>50K
+Ari Philippard,8/29/1960,524-74-0067,8355,49,Private,122177,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,80,United-States,<=50K
+Edan Whittam,8/8/1973,519-12-5985,17990,46,Private,188161,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Jody Emmanuel,4/2/1962,704-84-0086,43046,32,Self-emp-not-inc,170108,HS-grad,9,Separated,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Tades Maystone,8/29/1975,119-59-2334,7070,28,Private,175262,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Mexico,<=50K
+Turner Milazzo,9/17/1972,807-87-4030,94579,19,,204441,HS-grad,9,Never-married,,Other-relative,Black,Male,0,0,20,United-States,<=50K
+Fraze Masham,9/26/1973,623-77-4416,66176,19,Private,164395,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Clark Rannie,12/3/1985,897-80-3657,94514,18,Private,115630,11th,7,Never-married,Adm-clerical,Own-child,Black,Male,0,0,20,United-States,<=50K
+Bernetta Hartzogs,9/6/1985,544-62-2960,58131,39,Private,178815,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Thaddus Mickleburgh,3/1/1960,773-68-3086,21755,60,Self-emp-not-inc,168223,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Linette Duckitt,2/26/1970,216-07-2483,41195,46,Local-gov,202560,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,1408,40,United-States,<=50K
+Krysta Clinnick,3/10/2007,356-90-0486,82349,38,Private,100295,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,50,Canada,>50K
+Chadwick Damsell,6/14/1979,820-80-6088,54186,36,Private,172256,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,44,United-States,>50K
+Sammy Curthoys,3/7/1983,887-09-4911,64746,45,Private,51664,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Riki Gyles,1/31/1980,730-85-3033,74706,60,State-gov,358893,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Female,0,2339,40,United-States,<=50K
+Mirabelle Agass,11/6/2007,879-51-2276,63423,30,Private,115963,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Domenic Djokovic,9/17/1961,466-47-0431,14796,22,Private,333910,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Benedick Paroni,3/11/1971,608-98-9377,15469,23,Private,148948,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Nollie Stichel,8/13/1975,560-89-4278,12658,48,State-gov,130561,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+Giselbert Kivlin,4/23/2008,529-77-5382,39435,46,Private,428350,HS-grad,9,Married-civ-spouse,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Nikos Stanborough,5/25/2005,429-64-3572,80841,43,Private,188808,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Reynard Paschek,11/3/1964,715-72-7645,94726,25,Private,112847,HS-grad,9,Married-civ-spouse,Transport-moving,Own-child,Other,Male,0,0,40,United-States,<=50K
+Bamby Manginot,3/26/1985,849-69-3496,10075,50,Private,110748,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lesley Dict,5/11/2004,278-03-6430,20260,61,Self-emp-inc,156653,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Hazel McNalley,7/6/1974,722-70-0033,92037,35,Private,196491,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Paul Hurburt,8/16/1966,276-83-6325,77169,65,Local-gov,254413,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Quinn Paumier,6/20/1962,546-11-4622,90855,56,Private,91262,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,0,0,45,United-States,<=50K
+Ardra Alexsandrov,4/1/1965,714-08-4978,37919,43,Self-emp-not-inc,154785,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,0,80,Thailand,<=50K
+Ailis Sheahan,5/29/2009,290-45-8226,19084,55,Private,84231,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Brewster Baggott,4/9/1965,742-87-7469,34930,22,Private,226327,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Tandy Elderkin,12/20/1996,899-67-5290,14056,40,Private,248406,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,32,United-States,<=50K
+Germana Runcieman,8/7/1976,727-78-7004,29475,35,Private,54317,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,50,United-States,<=50K
+Stephenie McGovern,2/18/2010,172-87-9732,10353,22,,32732,Some-college,10,Never-married,,Own-child,White,Male,0,0,50,United-States,<=50K
+Ealasaid Grigson,6/1/1982,389-85-4435,39962,20,Private,95918,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Erv Huntingdon,2/9/1997,569-18-9617,8555,46,Local-gov,375675,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,United-States,>50K
+Tessie Persent,1/22/1969,210-69-1485,35179,43,Private,244172,HS-grad,9,Separated,Transport-moving,Unmarried,White,Male,0,0,40,Mexico,<=50K
+Catha Roeby,9/13/1974,495-54-8089,40363,46,Federal-gov,233555,HS-grad,9,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+Ferris Butterfint,10/16/1973,705-13-7631,19864,39,Private,326342,11th,7,Married-civ-spouse,Other-service,Husband,Black,Male,2635,0,37,United-States,<=50K
+Flory Jimes,8/27/1953,640-65-2764,53074,34,Private,77271,HS-grad,9,Never-married,Exec-managerial,Unmarried,White,Female,0,0,20,England,<=50K
+Yale Baldack,7/29/1991,663-94-9644,44403,35,Private,33397,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Jenine Merchant,1/27/1999,479-34-2316,75100,30,Private,446358,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,41,United-States,<=50K
+Annice Kowalski,2/1/1965,631-85-8308,9971,25,Private,151810,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,Black,Male,0,0,28,United-States,<=50K
+Cyb Codrington,6/9/1979,247-43-3786,82100,44,Private,125461,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Alexa Gahan,7/17/1985,409-64-2855,96906,35,Private,133906,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Wilbert Aspell,12/30/1977,142-41-8929,36691,41,Private,155106,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Ralina Bristoe,5/4/1953,565-20-4325,76798,43,Federal-gov,203637,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+Avery Joannidi,11/20/2000,647-08-0857,89505,32,Private,232766,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Thibaut Drewell,1/16/1953,477-61-0219,79659,50,Private,305319,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gallard Gudgen,9/4/1981,117-66-4543,67886,20,Private,121023,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Ruperto De Maine,7/20/1958,473-52-1348,12612,29,Private,198997,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+Paulie Eckh,11/6/1963,638-72-1505,88896,38,Private,167140,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,70,United-States,>50K
+Pancho Blaksley,9/3/1997,385-52-7242,8172,20,Private,38772,10th,6,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+Constantina Pyffe,8/8/1979,747-87-5029,65760,41,Private,253759,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Beaufort Minards,1/9/1989,889-09-1594,78041,27,Private,130067,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,65,United-States,<=50K
+Othilia Kewzick,12/16/2005,592-01-5167,430,37,Private,203828,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Keslie Mitham,6/12/2002,266-49-6980,93409,62,State-gov,221558,Masters,14,Separated,Prof-specialty,Unmarried,White,Female,0,0,24,,<=50K
+Adah Beazer,11/26/1977,713-29-3866,2568,31,Private,156464,10th,6,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Prissie Wissby,5/16/2011,725-38-2465,13786,49,Private,72333,Some-college,10,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Neall Wareing,11/19/1953,780-31-9418,16023,33,Local-gov,83671,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+Marja Soigoux,5/21/1973,611-06-5792,97752,31,Private,339482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1848,40,United-States,>50K
+Ebenezer Woollin,2/25/1995,676-99-0089,95355,19,Private,91928,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,35,United-States,<=50K
+Mersey Seabert,11/17/1964,364-42-7810,22088,44,Private,99203,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Thibaut Rubanenko,5/7/1985,751-02-2745,16205,31,Self-emp-inc,455995,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,>50K
+Alexia Clutterbuck,11/9/2006,256-31-3036,16837,62,Private,192515,HS-grad,9,Widowed,Farming-fishing,Unmarried,White,Female,0,0,40,United-States,<=50K
+Revkah Sharville,1/8/1959,195-04-6121,84247,65,Self-emp-not-inc,111483,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2174,10,United-States,>50K
+Tamma George,7/16/1956,500-65-9585,23858,17,Private,221129,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Frederica Waberer,10/11/1991,719-48-7213,8062,60,Private,85413,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+Wiley Bendley,12/13/2003,687-82-3605,13610,31,Private,196125,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Manda Extence,2/13/1989,604-22-6513,91051,29,Private,265638,Some-college,10,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Dorey Deshorts,1/25/2009,739-49-1404,35182,53,Private,177727,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Bryce Dumper,12/18/1974,195-91-0645,25979,44,Private,205822,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Humfrey Grimster,4/21/1984,310-37-5114,34265,43,Private,112607,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Marchall Lamanby,1/30/1976,644-40-1129,86294,40,Federal-gov,177595,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+Johnathan Serjent,10/26/1994,105-81-5244,11382,18,Private,183315,11th,7,Never-married,Sales,Own-child,Black,Female,0,0,10,United-States,<=50K
+Terri Montgomery,4/3/1973,550-70-5100,71614,47,Private,116279,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Female,0,0,43,United-States,<=50K
+Emile Combe,12/9/2001,534-82-3027,61663,38,Federal-gov,122493,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,4064,0,40,United-States,<=50K
+Dodie Melluish,3/4/1966,736-80-0459,11315,37,Private,215419,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,25,United-States,<=50K
+Shandeigh MacMoyer,5/11/1984,579-08-5066,21631,40,Private,310101,Some-college,10,Separated,Sales,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Guido Rikard,9/26/2003,503-90-4320,42206,57,Self-emp-inc,61885,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,60,United-States,>50K
+Alastair Spore,6/30/1984,705-47-3824,17319,43,Private,59107,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+Elbert Tomblett,3/10/1972,655-43-8812,22877,32,Private,227214,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Other,Male,0,0,40,Ecuador,<=50K
+Yvette Trenaman,7/2/1975,617-27-8380,29391,64,Private,239450,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Tobye Goranov,4/7/1968,518-36-8537,7803,18,Private,118847,12th,8,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Orsola Robertsen,7/6/1951,720-20-8413,7047,40,Self-emp-not-inc,95226,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Gino Lasham,12/25/1967,801-19-1069,42041,17,,659273,11th,7,Never-married,,Own-child,Black,Female,0,0,40,Trinadad&Tobago,<=50K
+Cesaro Lilbourne,10/21/1994,282-62-2440,22043,23,Private,215395,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vannie Wrathall,1/9/1967,582-22-4442,8878,45,Private,170600,Assoc-voc,11,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ray Clemetts,12/30/1976,838-81-2548,69569,45,Self-emp-not-inc,91044,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Bobette McNiven,4/1/2000,335-92-0898,18179,27,Private,318639,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,60,Mexico,<=50K
+Miguel Gocher,10/18/1999,239-40-8080,86750,23,Private,160398,Some-college,10,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+Fernande Blaskett,9/9/2011,370-94-4437,19756,58,Self-emp-not-inc,216824,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+Odo Crellin,12/30/2005,898-58-3204,40308,35,Private,308945,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,75,United-States,<=50K
+Branden Edlyn,7/26/2010,726-22-8947,13350,47,Private,30840,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Doralin Halleday,2/18/2003,192-71-8892,22776,33,Private,99309,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Deedee Shirer,7/28/1994,531-73-5434,29376,27,Private,188576,Bachelors,13,Separated,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,>50K
+Neila Ekell,6/11/1985,288-28-8477,60239,46,Private,83064,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Suzi Studd,5/12/1996,361-04-4341,15475,24,Private,403865,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,56,United-States,<=50K
+Gradey Ord,3/22/1967,805-34-0092,36251,40,Private,235786,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+Tabor Gandrich,7/8/1961,480-16-7325,3104,44,Private,191893,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,24,United-States,<=50K
+Philipa Pendock,7/27/1953,606-20-5576,85321,31,Local-gov,149184,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,97,United-States,>50K
+Elvira Matzeitis,3/5/1983,569-41-2971,14034,37,Private,152909,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+Sheila Fobidge,6/27/1991,688-43-1388,40393,23,Private,435604,Assoc-voc,11,Separated,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Gloriana Sirett,1/19/1989,554-28-0311,71532,30,Self-emp-inc,109282,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+Aggie Serle,9/19/1988,795-18-6010,68024,31,Private,248178,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,35,United-States,<=50K
+Daron Cazin,10/12/1960,134-11-0409,30130,24,,112683,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,32,United-States,<=50K
+Porty Jatczak,7/23/2009,630-59-5971,78341,32,Private,209103,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3464,0,40,United-States,<=50K
+Ned Harrema,5/24/1991,123-36-5339,11565,27,Private,183639,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Murdock Thoday,9/9/1956,175-89-6624,28616,35,Local-gov,107233,HS-grad,9,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Male,0,0,55,United-States,<=50K
+Mellisent Gillford,12/21/2000,311-80-0633,27405,27,Private,175387,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1876,40,United-States,<=50K
+Margalit Tierny,12/10/1957,809-83-9177,19632,30,Self-emp-not-inc,178255,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,,<=50K
+Corbet Rosenhaupt,3/7/1983,511-52-2825,62631,33,Self-emp-not-inc,38223,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,70,United-States,<=50K
+Wini Ellar,12/25/2002,632-39-6351,73490,34,Private,228873,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Nico Fulloway,6/25/1998,348-34-0753,46927,29,Private,202182,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Brandea Coldwell,4/15/1973,437-78-0754,35593,26,Local-gov,425092,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+Avrit Colclough,2/2/1973,645-09-1771,10531,39,Self-emp-not-inc,152587,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Amity Bachman,6/5/1955,249-49-2593,99166,37,Self-emp-inc,39089,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,50,United-States,>50K
+Haskel Cooch,5/8/1972,756-83-3933,76957,51,Private,204304,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,>50K
+Auroora Milverton,10/22/1968,532-95-0624,10765,40,Private,116103,Some-college,10,Separated,Craft-repair,Unmarried,White,Male,4934,0,47,United-States,>50K
+Homer Yegorkov,6/7/1967,833-28-3170,88083,53,Private,290640,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Brunhilda Helwig,11/21/1996,455-36-5759,82785,58,Federal-gov,81973,Some-college,10,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,0,1485,40,United-States,>50K
+Ly Gebbe,6/18/1958,161-92-4122,21999,29,Private,134890,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Lisa Zorn,11/4/1961,815-35-4432,4594,33,Private,452924,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,0,0,40,Mexico,<=50K
+Sarene Romans,5/6/1968,569-96-6057,46083,57,Private,245193,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Alix Ferrick,12/22/2006,878-50-2755,59516,69,State-gov,34339,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Montague Ticksall,1/8/1996,288-99-3087,60631,20,Private,184756,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+Corny Ayto,6/16/1993,104-72-6622,58025,56,Private,392160,HS-grad,9,Widowed,Sales,Unmarried,White,Female,0,0,25,Mexico,<=50K
+Milzie Gordon-Giles,6/16/1951,389-83-9064,52627,49,Private,168337,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tuck Waplington,11/25/1951,889-88-0430,21706,34,Private,309513,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Brietta Paddie,9/16/1955,421-17-1793,44577,70,Private,77219,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,37,United-States,<=50K
+Linda Bramsen,10/14/1964,663-86-7230,58366,44,Private,212888,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Dorelia Rafferty,7/1/1959,122-68-2854,49421,37,Private,361888,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+Rik Brandolini,3/22/1997,744-53-0741,33891,58,Local-gov,237879,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,58,United-States,<=50K
+Val Crates,1/17/2004,885-02-8806,65608,42,Self-emp-not-inc,93099,Some-college,10,Married-civ-spouse,Prof-specialty,Own-child,White,Female,0,0,25,United-States,<=50K
+Alena Clayton,1/21/1979,689-87-2065,70630,41,Private,225193,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Ainsley Frunks,10/10/1950,472-84-0526,63374,28,Private,50814,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cristiano Geaves,5/5/2009,125-68-6263,29447,47,Local-gov,123681,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,United-States,>50K
+Bondie Luggar,7/29/1976,816-10-6200,34010,24,Private,249351,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Lauretta Elderidge,8/31/1990,251-12-1437,20669,58,Self-emp-not-inc,222311,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,7688,0,55,United-States,>50K
+Tandi Schroder,2/25/1964,193-24-4611,81357,18,Private,301762,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,25,United-States,<=50K
+Felic Hembling,10/3/1956,519-71-4465,39988,50,Private,195298,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Roderick Roblin,12/28/1996,505-64-2808,98590,69,Private,541737,Some-college,10,Widowed,Adm-clerical,Not-in-family,White,Female,2050,0,24,United-States,<=50K
+Appolonia Winear,4/11/1987,549-44-4855,21017,84,Private,241065,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,66,United-States,<=50K
+Rozanne Sandeman,12/30/1977,541-61-4893,81492,47,Private,129513,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Andeee Tolson,9/8/1971,590-34-2305,88611,19,Private,374262,12th,8,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Diana Steart,9/26/1985,777-66-6517,35431,24,Private,382146,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Annalise Cassey,7/11/1973,691-34-9780,9289,48,,185291,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+Alexandr Thurborn,7/30/2007,336-43-2138,34829,53,Private,30447,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Dur Booley,3/15/2003,485-51-4633,74128,58,Private,49893,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Isidore Pyecroft,2/27/1988,669-96-9324,49859,22,Private,197387,Some-college,10,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,24,Mexico,<=50K
+Dorolisa Raybould,12/2/1984,408-47-0448,50951,36,Self-emp-not-inc,111957,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,<=50K
+Izaak Hesey,8/19/1997,350-62-3690,77219,34,Private,340458,12th,8,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Aloin Duling,4/23/1988,224-16-7276,76368,43,Private,185670,1st-4th,2,Widowed,Prof-specialty,Unmarried,White,Female,0,0,21,Mexico,<=50K
+Delmor Perrelli,4/13/2011,346-04-1859,62343,37,Private,210945,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,24,United-States,<=50K
+Jedediah Po,8/12/1993,367-78-4378,34932,43,Private,350661,Prof-school,15,Separated,Tech-support,Not-in-family,White,Male,0,0,50,Columbia,>50K
+Fernanda Annetts,6/1/1962,854-48-4630,6602,42,Private,190543,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+Sheila Occleshaw,8/31/1989,815-21-8026,89428,21,Private,70261,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Henryetta Palin,3/22/2004,262-03-9249,40601,49,Self-emp-not-inc,179048,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,Greece,<=50K
+Nelia Morpeth,5/17/1961,412-71-7592,40651,35,Private,242094,HS-grad,9,Married-civ-spouse,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Cathrine Franzolini,5/25/2005,475-03-8226,59056,49,Self-emp-not-inc,117634,Some-college,10,Widowed,Craft-repair,Unmarried,White,Female,0,0,30,United-States,<=50K
+Giustino Blythin,5/7/1984,824-85-9133,48383,28,Private,82531,Some-college,10,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Sandie Sargeaunt,10/27/1974,192-08-7773,75744,51,Private,193374,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Norton Lush,6/15/1995,649-23-0790,11621,30,,186420,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Emera Szreter,10/10/1957,165-86-7175,89155,19,Private,323605,7th-8th,4,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,>50K
+Mervin Tales,9/2/2012,330-42-6031,70373,56,Private,371064,9th,5,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Tracey Horlick,7/9/1990,138-65-1230,77767,20,Private,39927,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,8,United-States,<=50K
+Eydie Lyddon,12/16/1987,180-25-2796,70066,22,Private,64292,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,37,United-States,<=50K
+Graig Yanez,10/8/1966,821-11-9603,36217,33,Private,198660,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,99999,0,56,United-States,>50K
+Ettie Ripley,11/24/1958,239-27-6321,87173,54,,196975,HS-grad,9,Divorced,,Other-relative,White,Male,0,0,45,United-States,<=50K
+Ginny Ivanyushin,7/17/1986,742-64-7199,40565,22,Private,210165,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Jerad Pretti,7/10/2000,553-02-2146,94285,68,Private,144137,Some-college,10,Divorced,Priv-house-serv,Other-relative,White,Female,0,0,30,United-States,<=50K
+Zack Woodhall,9/5/2004,112-87-0450,11932,56,Local-gov,155657,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ruddie Goney,7/2/1963,661-56-3201,96809,23,,72953,HS-grad,9,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Daniele Slides,11/24/1995,660-22-6478,77054,69,Self-emp-not-inc,107548,9th,5,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Amery Payle,11/11/2004,667-21-0133,27979,41,Private,163258,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jourdain Cadlock,9/21/2006,863-71-8508,99733,33,Private,221324,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Caye Tocqueville,11/5/1975,777-14-3403,46986,18,Private,444822,11th,7,Never-married,Sales,Own-child,White,Female,0,0,8,Mexico,<=50K
+Jorge Stoeckle,2/17/1957,539-51-7899,3180,17,Private,154398,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,16,Haiti,<=50K
+Zackariah Stilling,6/30/1969,716-76-9888,8512,31,Private,120672,11th,7,Divorced,Handlers-cleaners,Other-relative,Black,Male,0,1721,40,United-States,<=50K
+Gherardo Ferier,12/31/1954,721-52-4206,8902,50,Private,159650,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,60,United-States,>50K
+Rivkah Bessom,9/5/1964,464-40-4985,79192,62,Private,290754,10th,6,Widowed,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sibelle Tue,2/11/1985,147-94-8446,17576,41,Private,49654,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,52,United-States,<=50K
+Sonnie Hunte,7/4/2009,471-82-5920,21970,20,Federal-gov,147352,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gonzalo Checchetelli,11/21/2011,814-37-6667,28106,23,Private,227943,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+Cornie McCleod,6/6/2011,516-32-2468,9054,18,Private,423024,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Ulises Paty,10/23/1983,724-66-7907,80656,53,,64322,7th-8th,4,Separated,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Oby Eric,8/24/1978,265-89-8827,21219,42,Private,445940,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Belicia Mandel,6/16/2006,154-23-7101,39651,23,Private,230824,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Skye Mainson,2/4/1976,571-31-7864,46987,43,Private,48882,HS-grad,9,Divorced,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Jacob Chomicki,9/6/2007,530-67-8247,21352,47,Private,168195,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Cristabel Chooter,3/7/1952,618-53-3513,52643,53,Local-gov,188644,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,Mexico,<=50K
+Tiphany Di Pietro,8/21/1990,142-19-5436,75794,28,Private,136077,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Krista Jellett,4/24/2001,740-92-5790,84064,28,State-gov,119793,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Jamaal Grigolli,10/4/2007,486-86-9118,1941,44,Private,336513,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Kristel Cape,2/28/1980,498-06-9863,28947,58,Private,186991,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Maximilien Varne,9/19/1987,229-48-1292,87369,25,,218948,7th-8th,4,Never-married,,Not-in-family,White,Female,0,0,32,Mexico,<=50K
+Karita Tackell,7/26/1957,278-70-1128,97385,26,Private,211435,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Bird Simionato,4/24/1982,659-97-3529,27654,36,Self-emp-not-inc,280169,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,3456,0,8,United-States,<=50K
+Binny Pruce,12/4/1955,533-98-5348,92883,27,Private,109997,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dewey Seeley,9/3/1957,836-27-1993,91305,39,Private,286789,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Gustavus Northrop,1/5/1957,606-10-9482,4359,25,Private,102460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Maryanna Asch,8/4/1973,288-25-9343,11102,17,Private,287160,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Jesse Brew,6/26/1985,685-49-2429,87541,39,Private,198097,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Melany Gasken,10/17/1959,559-32-1467,26518,52,Private,119111,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Henriette Philot,8/1/1989,776-19-8028,36874,24,Private,174461,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Ag Langfat,9/3/1994,601-29-8360,67511,26,Self-emp-not-inc,281678,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+Inger Alwood,7/1/1951,621-51-6667,48799,24,,377725,Bachelors,13,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ranna Klampt,12/16/1977,206-27-3022,90535,32,Private,151053,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,>50K
+Parrnell McVey,6/12/1981,884-26-9628,24068,49,Local-gov,186539,Masters,14,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Rosa Gullan,8/24/1968,584-95-2534,42428,20,,149478,Some-college,10,Never-married,,Other-relative,White,Female,0,0,25,United-States,<=50K
+Bethena Jurisch,11/12/1993,894-75-6615,87640,40,Private,198452,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Ximenes Lorryman,5/22/1975,555-54-7240,84527,52,Private,198863,Prof-school,15,Divorced,Exec-managerial,Not-in-family,White,Male,0,2559,60,United-States,>50K
+Horacio Gerring,4/27/2011,451-45-3652,29871,33,Private,176711,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Chrissie Pettwood,9/5/1967,298-06-3673,25056,19,Private,165310,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Male,0,0,20,United-States,<=50K
+Lucio Smedmore,11/21/1964,518-56-1464,25724,37,Private,213008,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Japan,<=50K
+Anne-corinne Meale,5/20/1998,619-99-1413,9678,21,State-gov,38251,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,20,United-States,<=50K
+Barbabas Lehrer,7/19/2010,561-18-3479,41013,33,Private,125761,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,36,United-States,<=50K
+Penni Skeels,7/20/1972,374-70-8273,36694,28,Private,148645,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Elberta Bence,11/23/2005,125-98-0359,22188,48,Private,273435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1579,40,United-States,<=50K
+Phillipe Giacobillo,12/19/2005,895-84-4038,11283,43,Private,208613,Bachelors,13,Separated,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tudor Petracco,3/14/1981,198-43-2046,13634,32,Private,192565,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Papageno Brasier,10/28/1975,183-17-2379,51588,28,Private,183885,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Darlleen Hanton,2/27/1979,499-50-3760,16325,47,Self-emp-not-inc,243631,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Marta Whorlton,3/19/1962,147-63-7463,97618,37,Private,191754,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,>50K
+Yevette Noirel,3/29/1970,596-87-3112,97794,26,Private,261278,Some-college,10,Separated,Sales,Other-relative,Black,Male,0,0,30,United-States,<=50K
+Rebecca Hallas,1/6/1964,877-14-3422,78226,55,Private,127014,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,60,United-States,<=50K
+Cristian Crosfeld,7/9/1999,246-76-0114,66174,40,Private,197919,Assoc-acdm,12,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Frederico Hixson,4/17/1966,180-74-3034,61809,31,Private,217460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Maximilian Mattsson,1/29/2010,890-87-6212,58829,39,Private,86551,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Rabi Beric,1/22/1964,632-33-9559,29974,54,Self-emp-inc,98051,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,54,United-States,>50K
+Gradeigh Rubinowicz,3/12/1972,853-69-8963,13096,38,Private,215917,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Melantha Brodest,1/25/2004,533-10-3069,16193,53,Self-emp-not-inc,192982,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,85,United-States,<=50K
+Diarmid Hitcham,5/23/2000,455-71-7296,77103,27,Self-emp-not-inc,334132,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,78,United-States,<=50K
+Kingston Lethley,12/20/1961,339-92-4721,66401,42,Private,136986,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Morgen Dinan,10/27/1965,486-98-4967,24599,62,Private,116812,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Thornton McMorran,10/11/1960,502-91-2017,21414,47,Private,189123,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1485,58,United-States,<=50K
+Norean Crunkhurn,12/23/1952,680-22-5455,52662,26,Private,89648,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Richie Relfe,3/20/1971,327-82-4105,68230,33,,190027,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,20,United-States,<=50K
+Claudie Saunton,10/19/1966,112-78-0657,29032,59,Private,99248,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cobb Guerriero,10/15/1971,287-51-4240,15946,42,Private,57600,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Marcia Brandes,3/3/1993,854-52-4374,95120,25,Private,199224,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Cloe Brockley,6/27/1992,247-57-1486,8504,58,Private,140363,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,36,United-States,<=50K
+Gabriel Collecott,11/25/2010,712-19-8834,85409,30,Private,308812,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Ruddy Bulward,2/24/1967,829-33-6849,87336,21,Private,275421,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+Pippa Waggitt,10/10/1955,382-96-4598,30708,61,Private,213321,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Christye Press,1/3/1999,109-35-8389,26608,33,Private,157747,Assoc-acdm,12,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Tammie Bozier,5/17/1973,642-57-5701,48953,51,Private,182314,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Adrien Decroix,5/8/1990,314-46-7082,8529,70,Private,220589,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Ruthi Grimshaw,7/8/1996,406-79-2013,71435,55,,208640,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+Jaquenetta Sweedy,7/2/1990,480-46-0204,36322,29,Self-emp-not-inc,189346,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,2202,0,50,United-States,<=50K
+Sullivan Grist,6/20/1968,355-73-5780,58961,46,Private,124071,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,44,United-States,<=50K
+Skylar Heselwood,2/25/1971,313-09-2243,3040,35,Federal-gov,20469,Some-college,10,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Cornelius Donet,8/29/1997,172-58-4090,41235,31,Private,154227,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,43,United-States,>50K
+Roda Oldknow,4/6/1987,423-38-0812,88106,37,Private,105044,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,42,United-States,>50K
+Vidovik Streader,12/20/1953,243-54-4565,16311,43,Private,35910,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,>50K
+Martie Lernihan,10/12/1954,220-76-8661,15022,23,Private,189203,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Genni Grasser,8/7/1959,638-51-3054,2289,41,Private,116493,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,13550,0,44,United-States,>50K
+Nikki Dallimore,3/10/1954,729-49-5635,30730,42,Local-gov,19700,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Sasha Hise,4/27/2002,656-44-7404,52370,26,Private,48718,10th,6,Never-married,Adm-clerical,Not-in-family,White,Female,2907,0,40,United-States,<=50K
+Nolly Kennaway,10/23/1970,891-02-5670,65603,45,Private,106113,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Ursala Easterfield,5/12/1960,667-17-4197,91598,25,Private,256263,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Gert Gonsalo,10/23/1953,300-42-2802,10421,33,,202498,7th-8th,4,Separated,,Not-in-family,White,Male,0,0,40,Guatemala,<=50K
+Frances Wyse,11/2/2000,629-95-9336,6895,38,Private,120074,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+Natalie Mattevi,8/17/2002,619-69-3738,85771,28,Private,122922,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Erny Whetton,8/11/2008,638-41-3971,66431,68,Self-emp-not-inc,116903,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2149,40,United-States,<=50K
+Blondie Gillice,3/25/1985,682-12-6866,14859,42,Local-gov,222596,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Layton Champerlen,3/1/1978,234-89-8228,25198,35,Private,107302,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,India,<=50K
+Robinette Willacot,4/19/1963,234-61-7080,9516,36,Private,156400,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Rozalin Lilywhite,2/26/1954,286-67-9146,12336,33,Private,53373,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Carrissa Stitcher,12/21/1988,708-81-1839,63229,22,Private,58916,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Kessiah Eldredge,1/3/1984,810-71-2474,17750,45,Local-gov,167159,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,50,United-States,>50K
+Ambrosius Stockall,10/22/1984,261-76-7478,24208,24,Private,283806,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Tades Jeanneau,5/7/1983,585-44-3152,34265,57,Private,140426,1st-4th,2,Married-spouse-absent,Other-service,Not-in-family,White,Male,0,0,35,,<=50K
+Enriqueta Tumioto,8/30/1955,594-23-6900,40349,36,Local-gov,61778,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+Berny Joslyn,12/12/2009,472-33-4461,93135,41,Private,33310,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rayner Schulter,8/24/1990,643-76-2530,87003,26,Self-emp-not-inc,202560,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,35,United-States,<=50K
+Leicester Rodenborch,6/11/1985,535-26-4875,94396,25,Self-emp-not-inc,60828,Some-college,10,Never-married,Farming-fishing,Own-child,White,Female,0,0,50,United-States,<=50K
+Candida Cocke,12/3/2008,142-84-6414,89194,53,State-gov,153486,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Boonie Scourgie,1/5/1958,389-84-9882,87836,28,Local-gov,167536,Assoc-acdm,12,Widowed,Prof-specialty,Unmarried,White,Male,0,0,40,United-States,<=50K
+Hogan Lindfors,2/27/1969,676-53-4397,7679,30,Local-gov,370990,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jermain Sackett,9/22/1975,363-15-3444,55167,38,Self-emp-not-inc,198867,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Darcy cornhill,5/27/1981,781-89-2884,20539,37,Local-gov,174924,Some-college,10,Divorced,Protective-serv,Unmarried,White,Male,0,0,48,Germany,<=50K
+Esma Larn,9/8/1973,789-35-8457,6568,30,Private,175856,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,<=50K
+Kelsy Tysack,12/5/1993,106-82-7262,37168,41,Private,169628,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,0,0,40,,<=50K
+Reid Domonkos,10/14/1995,882-56-8551,36957,29,,125159,Some-college,10,Never-married,,Not-in-family,Black,Male,0,0,36,,<=50K
+Kennett Appleford,10/3/1977,656-82-6627,17287,31,Private,220690,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Daron Fessby,3/15/1964,595-37-1100,13670,36,Private,160035,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3908,0,55,United-States,<=50K
+Muhammad Phillpotts,5/2/1983,612-12-2172,66357,59,Self-emp-not-inc,116878,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,Greece,<=50K
+Shanta Scemp,7/30/2004,172-91-6052,77842,33,Self-emp-not-inc,134737,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Rennie Farndon,12/13/1991,503-89-3933,67087,29,Private,81648,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,1887,55,United-States,>50K
+Cullan Buglass,6/21/1957,246-18-4038,68070,49,State-gov,122177,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Rodney Canto,9/3/1960,553-01-0261,15463,50,Federal-gov,69614,10th,6,Separated,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Barbara Harrow,9/18/1991,592-07-8509,56942,33,Private,112115,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,45,United-States,>50K
+Emelen MacCahee,5/12/2006,834-87-0302,6156,28,Private,299422,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Woodman Mallock,7/25/1976,700-48-4091,88546,81,,162882,HS-grad,9,Divorced,,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Joella Blampied,8/30/1986,802-31-4186,76968,24,Private,112854,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,16,United-States,<=50K
+Carolee Verson,1/5/2006,364-87-4431,91016,32,Self-emp-not-inc,33417,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Karmen Lonsbrough,1/8/1968,536-03-7699,17193,47,Federal-gov,224559,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+Harriott Beacom,12/17/2008,459-63-5366,35621,44,,468706,HS-grad,9,Married-civ-spouse,,Husband,Black,Male,0,0,40,United-States,<=50K
+Clarine Flook,7/19/1992,669-18-7689,19928,24,Private,357028,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Gratiana Maryott,7/25/1976,331-99-7202,23348,37,Local-gov,51158,Some-college,10,Married-civ-spouse,Tech-support,Wife,White,Female,7298,0,36,United-States,>50K
+Hazel Tunniclisse,12/1/1984,613-29-9153,90241,51,Private,186303,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Eilis Heggison,1/1/2005,350-98-1487,28314,52,Private,127749,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Gretal Landell,10/1/1956,528-31-6104,66206,22,Private,291386,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Malva Sings,3/31/1987,706-90-5306,85666,28,Private,138054,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+Raynard Niset,8/24/2003,455-70-2328,26782,47,Self-emp-not-inc,174533,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Stacia Langforth,7/1/1951,261-18-8666,23329,43,Private,200835,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ethelin Bointon,11/11/2006,309-19-0889,10356,25,Private,108658,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Ingaborg Klagge,9/20/1987,894-65-3176,77597,43,Private,180985,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,>50K
+Sephira Bramwell,12/24/1997,523-57-6346,56423,25,Private,34803,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,20,United-States,<=50K
+Titus Hugonin,7/9/1955,765-24-1592,83688,59,Private,75867,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Livvy Ducarne,8/31/1980,478-26-6603,3001,29,Private,156819,Assoc-acdm,12,Divorced,Prof-specialty,Unmarried,White,Female,0,0,35,United-States,<=50K
+Hallie Zamudio,2/20/1955,799-49-2388,60894,30,Private,61272,9th,5,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,Portugal,<=50K
+Doretta Simoncelli,7/19/1981,327-67-5605,96518,24,Private,39827,Some-college,10,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,0,0,40,Puerto-Rico,<=50K
+Katalin Pendergast,11/5/1951,738-10-4472,63844,38,Private,130007,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gearalt Stuckford,5/14/1976,746-06-9020,31017,37,Self-emp-not-inc,80324,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Mick Paskerful,5/4/1952,765-08-1017,28725,26,Private,322614,Preschool,1,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,0,1719,40,Mexico,<=50K
+Stacee Wadeson,12/3/2002,206-51-7096,17464,30,Private,140869,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Lynnet Janecki,6/9/1968,687-44-6508,28301,73,Local-gov,181902,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,10,Poland,>50K
+Daffie Keniwell,4/9/1966,494-08-0535,74018,30,Private,287908,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Rog Mandrey,9/23/1974,839-51-9222,31683,33,Private,309630,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Tiffanie Gorce,3/1/1991,725-61-7434,97033,46,Private,28225,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,58,United-States,<=50K
+Farica Southeran,12/9/2006,211-24-4552,62306,40,,428584,HS-grad,9,Married-civ-spouse,,Wife,Black,Female,3464,0,20,United-States,<=50K
+Bogart Zimmermanns,9/6/1966,623-73-7722,69925,18,Private,39222,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Sonja Saphir,7/12/1957,364-93-2201,4440,35,Private,359131,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,7298,0,8,,>50K
+Elsa Baden,2/3/1961,684-10-0923,73522,22,Private,122272,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Casi Waltering,6/10/1963,627-91-7391,34523,50,Self-emp-inc,198400,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,<=50K
+Ferdy Meedendorpe,7/27/1996,385-37-6552,73655,62,,73091,7th-8th,4,Widowed,,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Dewain Roache,10/10/2009,631-61-3101,26364,39,Self-emp-inc,283338,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Putnem Lorden,7/3/2000,729-62-9921,60815,22,Private,208946,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Art Baysting,10/17/1969,535-14-9793,60878,33,Private,348416,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Torrey Pawelski,12/5/1994,111-82-5926,19203,31,Private,379046,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Con Haddow,1/30/2000,175-63-7041,33600,29,Private,183887,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Judy Garstang,7/3/1986,690-79-6787,69549,38,Self-emp-not-inc,127961,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,>50K
+Zeke Moodie,6/1/1991,177-29-7802,75255,24,Private,211129,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Daniela Colgrave,6/18/1956,301-02-8927,43237,29,Local-gov,187649,HS-grad,9,Separated,Protective-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+Saunder Jarrett,9/16/1981,229-42-0390,83891,49,Federal-gov,94754,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Kalinda Summerrell,11/24/1973,735-37-1989,94216,33,Private,231826,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Zebulon McCudden,10/6/1950,885-96-6394,36387,28,Private,142764,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Reinhold Purbrick,3/31/1977,115-02-9022,71335,22,Private,126822,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,60,United-States,<=50K
+Daune Margetts,7/14/1973,211-58-6564,81261,37,Private,188069,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Jean Taye,8/28/1991,426-74-1677,60898,30,Private,284395,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Brit Petrozzi,4/8/1952,104-43-1533,52964,49,Private,31267,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Skipton Norsister,2/12/1989,276-14-4669,82812,29,Private,161444,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Columbia,<=50K
+Myrlene Fife,3/9/1955,575-93-3307,5267,25,Private,144483,HS-grad,9,Separated,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sophi Aspden,1/8/2011,124-97-7517,64506,36,Private,133655,HS-grad,9,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Krispin Clarycott,2/2/1969,611-61-4145,69063,36,State-gov,112074,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Stormy Fenimore,7/19/1991,875-50-0094,63877,21,Private,249727,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,22,United-States,<=50K
+Roze O'Rowane,12/17/1967,862-49-1245,23849,18,Private,165754,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Faber Eakins,2/12/1970,881-91-9690,66741,30,Local-gov,172822,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ulysses Belcham,3/20/1960,310-93-0256,34440,44,Private,288433,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Tomkin Kinloch,7/30/1974,754-24-6988,58726,40,Private,33331,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Othelia Skrines,7/11/1967,301-23-8396,45197,43,Private,168071,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,<=50K
+Simone Jeal,11/25/1953,233-53-7572,16041,45,Private,207277,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Adrianne Schulken,11/7/1990,362-99-5125,28762,29,Private,130620,Some-college,10,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Female,0,0,26,India,<=50K
+Kiri Hamp,6/2/1958,394-17-9446,60837,40,Private,136244,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Irena Nash,2/4/1965,116-44-6512,42923,43,Private,972354,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,48,United-States,<=50K
+Emery Hawkwood,8/1/1961,484-42-1281,2197,20,Private,245297,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Ibby Mullany,11/30/1981,608-12-5782,19895,32,State-gov,71151,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,20,United-States,<=50K
+Nananne Chadwyck,3/2/1996,103-84-1375,84597,19,Private,118352,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,16,United-States,<=50K
+Pinchas Corsham,5/1/1960,884-51-1250,5428,21,Private,117210,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Patrick Quested,6/19/1982,112-63-0725,66041,23,Private,120068,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Tracee Bessell,3/22/1999,476-08-3082,51936,24,Private,48343,11th,7,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Allayne Raeburn,11/6/1973,651-33-9752,50229,52,Private,84451,Assoc-voc,11,Divorced,Other-service,Not-in-family,White,Male,0,0,32,United-States,<=50K
+Olag Andrews,12/14/1978,844-02-3766,29912,51,,76437,Some-college,10,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Edgardo Meysham,8/31/2010,526-60-6486,11165,19,Private,281704,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Emera O' Mullane,10/5/1971,612-97-3408,36397,54,Private,123011,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Harriett Pleasaunce,7/2/1967,518-33-2262,61743,50,Private,104729,HS-grad,9,Divorced,Machine-op-inspct,Other-relative,White,Female,0,0,48,United-States,<=50K
+Carolin Rousby,2/24/1962,399-90-0366,58255,29,Private,110134,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Shepperd Minogue,1/13/1968,498-04-9502,63037,17,Private,186067,10th,6,Never-married,Tech-support,Own-child,White,Male,0,0,10,United-States,<=50K
+Cody Poles,9/24/2007,441-56-2287,88977,47,Private,214702,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,37,Puerto-Rico,<=50K
+Flynn McTerlagh,10/17/1992,295-60-0822,42036,46,Private,384795,Bachelors,13,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,32,United-States,<=50K
+Liv Syms,7/29/1970,895-26-2108,40993,30,Private,175931,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,44,United-States,<=50K
+Alena Jentgens,11/7/1972,643-13-6641,37770,58,Private,366324,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+Mick Semmens,11/11/1972,772-50-2228,85759,48,Private,118717,Bachelors,13,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Marylin Sherwin,10/3/1980,627-20-9843,97267,23,Private,219835,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,40,Mexico,<=50K
+Megan Cable,3/12/1999,711-08-6470,51181,23,Private,176486,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,36,United-States,<=50K
+Renata Clemmen,10/16/1984,745-60-6824,92254,45,Private,273435,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Saidee McKall,10/26/1952,709-48-2042,47164,20,Private,182661,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,20,United-States,<=50K
+Bernetta Hawksworth,5/2/1969,758-04-0080,42021,26,Private,212304,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,48,United-States,<=50K
+Kasey Hall-Gough,1/31/1987,429-26-8321,20023,50,Local-gov,133963,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,>50K
+Lara Bibb,11/8/1983,556-90-1614,36537,49,Private,165152,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+Chrystel Fairbrass,1/12/2007,474-76-7615,83851,26,Private,274724,Some-college,10,Never-married,Other-service,Other-relative,White,Male,0,0,40,Nicaragua,<=50K
+Hesther Mazella,1/12/1955,213-36-6569,52319,47,Private,196707,Prof-school,15,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ulrich Peek,3/11/1968,649-33-1133,7455,31,Private,213002,12th,8,Never-married,Sales,Not-in-family,White,Male,4650,0,50,United-States,<=50K
+Chelsey Tomanek,11/16/2001,221-55-2228,37298,19,,26620,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Ammamaria Leal,7/7/1985,478-47-3612,98815,23,Private,361481,10th,6,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+Sondra Castan,2/12/1988,450-38-5220,52148,35,Private,148581,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1740,40,United-States,<=50K
+Nixie Manueau,10/20/1975,694-43-1956,72323,46,Private,459189,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1902,50,United-States,>50K
+Rodrique Bovey,6/3/2012,789-94-0404,31096,28,Self-emp-not-inc,214689,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ania Pettiford,6/6/2001,623-24-1913,32034,58,Private,289364,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,45,United-States,>50K
+Ferdie Jotham,7/20/2005,270-10-5252,55119,21,Private,174907,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Burty Clampe,9/21/1962,313-85-2511,17346,50,Self-emp-not-inc,348099,10th,6,Divorced,Sales,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Ddene Bellino,9/16/1994,344-31-2024,80449,30,,104965,9th,5,Never-married,,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Goldie Tourville,6/7/2004,638-51-7556,7353,31,Private,31600,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Branden Esome,7/6/1994,822-72-2672,99430,31,Self-emp-not-inc,286282,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,20,United-States,<=50K
+Goldi Tomlinson,8/8/1992,830-22-2365,41516,35,Self-emp-not-inc,181705,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,3103,0,40,United-States,>50K
+Ange Aitchison,11/4/1966,435-63-7106,53793,33,Private,238912,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Celestyna Bearfoot,1/3/1961,380-52-6642,34355,34,Private,134737,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,55,United-States,>50K
+Liana Gibbetts,3/18/1960,668-71-4014,47557,67,,157403,Prof-school,15,Married-civ-spouse,,Husband,White,Male,6418,0,10,United-States,>50K
+Jaquith Denny,12/1/2001,725-68-4318,53788,37,Private,197429,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,45,United-States,>50K
+Arri Worgen,1/30/1983,183-91-4576,64795,48,Private,47343,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Rozanna Kelland,1/11/1995,108-44-1531,93637,34,Federal-gov,67083,Bachelors,13,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,1471,0,40,Cambodia,<=50K
+Page Weaben,3/26/1957,486-80-1366,50667,24,Private,249957,Some-college,10,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Sharron Trillow,9/24/1983,422-84-7428,75148,55,Private,175942,HS-grad,9,Divorced,Priv-house-serv,Not-in-family,White,Female,0,0,40,France,<=50K
+Merrie Pawelek,1/16/1982,798-15-5941,49791,50,Private,192982,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,1848,40,United-States,>50K
+Claybourne Marzellano,7/2/1988,427-89-5628,77953,40,Private,209547,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,60,United-States,>50K
+Lindsay Wentworth,9/17/1980,414-49-7896,62434,33,Private,142675,Bachelors,13,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Rey Hruska,8/7/1961,450-17-0066,38415,51,Federal-gov,190333,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Sharron Dullaghan,8/29/1993,834-68-5307,28691,30,Private,196396,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Martina MacGinney,11/14/1974,487-27-6646,82572,41,Private,166740,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Edita Legion,9/3/2007,884-57-8017,73824,47,Local-gov,174533,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Katerina Craiker,9/6/1997,837-83-7641,8353,27,Private,210867,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,50,,<=50K
+Ahmad Lung,5/6/1960,811-90-8661,90280,37,Private,118486,Bachelors,13,Separated,Prof-specialty,Unmarried,White,Female,4934,0,32,United-States,>50K
+Jaime Stenton,10/24/1963,136-14-2136,97107,40,Private,144067,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Patrizia Grand,4/25/1985,421-70-5167,46662,36,Private,106964,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Piotr Pulford,9/6/1999,428-60-3668,71920,37,Private,178136,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Davie Brannan,4/30/1995,196-59-6414,82716,38,Private,196554,Prof-school,15,Separated,Prof-specialty,Not-in-family,White,Male,0,0,35,United-States,>50K
+Frederico Leile,11/15/1975,809-21-4017,81172,40,Self-emp-not-inc,403550,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Lindon Hearnshaw,12/20/1978,107-57-9842,57187,35,Private,498216,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Philippa Blankhorn,5/27/1968,128-13-3764,8799,47,Self-emp-not-inc,192755,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,20,United-States,>50K
+Nerta Tregian,10/20/1966,231-73-9117,67389,20,,53738,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+Zenia Stonnell,12/28/1956,795-21-1037,80337,33,Private,156192,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Colly Clemence,12/27/1978,122-23-7354,30277,45,Private,189802,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lisetta D' Angelo,1/11/2003,608-91-0684,14165,66,,213149,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,1825,40,United-States,>50K
+Beau Lukehurst,12/16/1955,611-34-6593,42933,35,Self-emp-not-inc,179171,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,38,Germany,<=50K
+Adam Fourman,5/27/1972,334-65-8912,99494,32,Private,77634,11th,7,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,United-States,<=50K
+Maddie Longmore,3/26/1986,777-22-4514,1701,23,Private,189830,Some-college,10,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,50,United-States,<=50K
+Sheila Neubigin,9/10/1994,552-44-2174,91567,19,Private,127190,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Lawton Houdhury,3/27/1998,461-01-0548,89868,44,,174147,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Avrit McGinney,2/11/2003,383-02-7321,76191,20,Private,138107,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Male,0,0,35,United-States,<=50K
+Hunter Elgy,7/13/1972,330-04-0827,97023,44,Self-emp-inc,269733,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,30,United-States,<=50K
+Lark Meatyard,6/10/1954,149-82-9056,58876,41,State-gov,227734,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,3464,0,40,United-States,<=50K
+Wolfgang Coltart,6/10/1978,700-77-0189,78614,19,Private,318822,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Krystalle McKinlay,4/6/2006,874-39-1652,15255,48,Private,48885,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Imogene MacDiarmid,1/16/1990,584-52-8799,9389,45,Private,205424,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+Matty Gullan,1/23/1996,272-41-3213,19596,40,Private,173858,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,42,Cambodia,<=50K
+Delora Napthine,1/22/1955,538-55-0496,90967,34,Private,202450,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Darya Connikie,9/7/1965,568-72-7458,28015,20,Private,154779,Some-college,10,Never-married,Sales,Other-relative,Other,Female,0,0,40,United-States,<=50K
+Norry Behnke,10/24/1982,710-20-6557,49031,33,Private,180551,Some-college,10,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Eleanora Griffey,7/10/1966,894-55-5921,77387,30,Private,177522,HS-grad,9,Married-civ-spouse,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Merrick Lofts,3/18/2000,190-36-0607,99253,23,Private,277328,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,32,Cuba,<=50K
+Bernarr Haythorn,4/1/1960,376-82-8936,25997,34,Private,112584,10th,6,Divorced,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+Whittaker Kail,1/9/1971,438-63-7563,14408,48,State-gov,85384,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Enoch Wanklin,5/24/1954,769-94-7924,56333,32,,123971,11th,7,Divorced,,Not-in-family,White,Female,0,0,49,United-States,<=50K
+Kerry Proven,2/9/1990,163-69-5583,78735,42,Private,69019,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,United-States,>50K
+Dominik Royce,11/22/1980,472-08-6270,8672,22,Private,112847,HS-grad,9,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Pepi Longcake,7/17/1986,100-46-1501,64029,60,Self-emp-not-inc,52900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,42,United-States,>50K
+Justen Patron,1/3/2003,351-79-1556,58593,42,Private,37937,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Christy Slaney,3/9/1981,569-67-5104,68373,45,Private,59380,Bachelors,13,Separated,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Nicolea Lias,2/23/1962,458-32-8433,78699,47,Private,114770,HS-grad,9,Divorced,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+Colette Doncom,11/3/1998,462-99-0314,98496,29,Private,216481,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Karlee Withey,5/19/1986,524-78-6535,28841,34,Private,176469,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Claudian Vassano,12/26/1972,271-34-6028,82110,34,Private,176831,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,>50K
+Terry Pietron,9/4/1990,880-08-0320,23812,39,Federal-gov,410034,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Barbey Muehler,12/10/1990,469-73-1463,97233,29,Private,93662,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Female,0,0,24,United-States,<=50K
+Iormina Pollok,10/2/1971,835-12-8953,24963,42,Self-emp-inc,144236,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Aridatha Kingwell,5/25/1987,664-95-6357,2156,48,Private,240917,11th,7,Separated,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Jeromy Reskelly,3/2/2004,733-84-1359,56224,53,Private,608184,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,1902,40,United-States,>50K
+Sharleen Arthurs,6/17/2009,295-63-1613,59575,51,Private,243361,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Rozanne Dadley,1/22/2005,549-77-9248,36893,44,Self-emp-not-inc,35166,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,90,United-States,<=50K
+Siffre Tatteshall,3/16/1986,255-96-7528,52916,46,Self-emp-inc,182655,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Bambi Lakeland,6/8/1989,561-51-4321,65321,51,Private,142717,Doctorate,16,Divorced,Craft-repair,Not-in-family,White,Female,4787,0,60,United-States,>50K
+Jannel Cerie,9/14/1995,242-45-2014,64297,32,Private,272944,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reese Dornan,8/23/1981,725-91-1936,21239,22,,219233,HS-grad,9,Never-married,,Own-child,Black,Male,0,1602,30,United-States,<=50K
+Althea Hawgood,6/5/1983,286-81-6271,16965,24,Private,228686,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Itch Goulstone,9/6/1953,213-36-6177,85759,33,Private,236818,Assoc-voc,11,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,26,United-States,<=50K
+Mathian Dayborne,11/24/1958,194-83-9910,94646,47,Self-emp-not-inc,117865,HS-grad,9,Married-AF-spouse,Craft-repair,Husband,White,Male,0,0,90,United-States,<=50K
+Torrence Scapelhorn,10/23/2011,286-64-6273,28456,64,Self-emp-not-inc,106538,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Lauryn Bayliss,7/21/1997,344-94-8029,35769,62,Private,153891,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Aeriell Jablonski,5/22/1963,473-85-8851,22656,52,Private,190909,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Thoma Bastistini,7/25/1975,530-70-3578,62669,39,Private,191002,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,Poland,<=50K
+Cameron Billes,7/31/1982,729-68-0791,76376,42,Private,89073,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,<=50K
+Griz Le Gallo,1/18/1953,766-23-7077,2867,38,Federal-gov,238342,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,42,United-States,>50K
+Stuart Bauman,9/10/2005,601-29-6340,9203,55,Private,259532,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Tammi Longson,1/10/1957,683-33-5861,40646,29,,189282,HS-grad,9,Married-civ-spouse,,Not-in-family,White,Female,0,0,27,United-States,<=50K
+Drud Jeffryes,6/17/1966,725-18-1338,56924,42,Private,132481,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Lorilee Leeder,10/27/1969,619-82-4390,41808,30,Private,205659,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,Thailand,>50K
+Katlin Hayley,10/11/1957,840-53-7484,33723,32,Private,182323,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Arvin Dreakin,6/19/2010,393-47-2287,23968,36,,216256,HS-grad,9,Married-civ-spouse,,Husband,White,Male,3464,0,30,United-States,<=50K
+Ketty Brugman,8/5/1973,862-31-9162,29635,50,Federal-gov,166419,11th,7,Never-married,Sales,Not-in-family,Black,Female,3674,0,40,United-States,<=50K
+Fernandina Asplin,8/14/1969,150-01-5189,82002,27,Private,152246,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Eachelle Einchcombe,2/24/1995,432-12-4168,43112,47,Private,155659,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Karlik Orrill,1/5/2003,567-52-7354,13280,33,Private,155198,9th,5,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Odille Harrowell,9/16/1968,555-30-6706,3194,48,Self-emp-not-inc,100931,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Chelsea Bonett,6/7/2007,616-07-3192,32136,23,Private,162945,7th-8th,4,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Reagen Mitchel,9/21/1963,551-95-5092,46018,31,Federal-gov,334346,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Lisle Bootman,7/18/2008,826-83-4830,83232,26,Private,181597,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,United-States,<=50K
+Sullivan Berrington,5/13/1976,477-41-4548,70276,61,Self-emp-not-inc,133969,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,63,South,<=50K
+Addie Davidovicz,11/29/1996,356-82-2496,7799,50,Private,210217,Bachelors,13,Divorced,Sales,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Francois Reglar,1/15/1962,340-06-7942,93287,49,Private,169711,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Germany,>50K
+Alistair Coyle,12/18/2003,280-33-1347,83474,57,,300104,5th-6th,3,Married-civ-spouse,,Husband,White,Male,7298,0,84,United-States,>50K
+Ray Annakin,6/27/2010,693-35-1047,1411,19,Private,271521,HS-grad,9,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,24,United-States,<=50K
+Jerald Oldrey,4/22/1985,414-04-5786,8221,18,Private,51255,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,15,United-States,<=50K
+Holt Yepiskopov,4/27/2002,261-90-4403,68860,44,Self-emp-not-inc,26669,Assoc-acdm,12,Married-civ-spouse,Other-service,Wife,White,Female,0,0,99,United-States,<=50K
+Brandie Pilger,8/5/1998,459-75-1439,26313,54,Private,194580,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Gennifer Longdon,4/1/1999,712-41-0993,25231,35,State-gov,177974,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,>50K
+Nadine Crampsy,7/22/1972,433-08-0107,5412,27,State-gov,315640,Masters,14,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,0,0,20,China,<=50K
+Ellswerth Arents,11/4/1952,130-85-7759,91708,50,Self-emp-inc,136913,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Jo ann Antoszczyk,10/19/1956,562-14-9444,82555,43,State-gov,230961,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ellary Petruskevich,9/13/1994,508-76-9436,97398,28,Private,167062,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Sari Burnsell,10/29/1993,865-48-7906,25456,47,Private,120131,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Birdie Johannesson,7/11/1976,470-88-9402,89868,21,Private,243368,Preschool,1,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+Ingram Antrag,6/24/1996,555-71-3047,47091,30,Private,171876,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Laurel Giamuzzo,9/4/1985,260-89-1549,75660,19,Private,136866,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,45,United-States,<=50K
+Aurea Domerc,10/4/1952,859-61-2074,95319,40,Private,316820,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,1485,40,United-States,<=50K
+Mirabel Jaouen,6/9/1967,128-18-2779,66862,55,Private,185459,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Almeta McNamara,11/2/1958,393-24-2094,63162,67,,81761,HS-grad,9,Divorced,,Own-child,White,Male,0,0,20,United-States,<=50K
+Hastie Hutsby,3/2/1955,344-74-9136,4660,31,Private,43716,Assoc-voc,11,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,43,United-States,<=50K
+Tanya Pirie,10/9/1984,372-34-0465,53003,30,Private,220939,Assoc-voc,11,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bethena Oene,9/7/2009,896-73-1430,18256,54,,148657,Preschool,1,Married-civ-spouse,,Wife,White,Female,0,0,40,Mexico,<=50K
+Saleem Cushworth,10/17/1976,885-97-4446,85596,51,Federal-gov,40808,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,0,0,43,United-States,<=50K
+Shelba Catterson,3/22/1952,705-88-5277,26962,34,Private,183473,HS-grad,9,Divorced,Transport-moving,Own-child,White,Female,0,0,40,United-States,<=50K
+Armin Elstub,7/25/1978,587-92-5634,85121,59,Private,108496,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Daffie Give,1/29/1979,125-52-1926,13038,50,Private,204838,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,38,United-States,<=50K
+Bryce Gathercole,8/26/2009,758-57-0412,78645,29,Private,132686,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Male,0,0,40,United-States,<=50K
+Orson Roscamp,2/12/2007,581-05-6482,25247,17,State-gov,117906,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Hillel Wafer,5/4/2004,888-63-9565,4145,24,Private,304386,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Hannie Horrell,8/17/1996,430-21-7789,41859,52,,248113,Preschool,1,Married-spouse-absent,,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Tabina McGuire,8/21/1964,430-34-9418,83262,39,Private,165215,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1902,18,United-States,>50K
+Rory Goacher,12/27/2002,655-23-0170,33678,18,,215463,12th,8,Never-married,,Own-child,White,Female,0,0,25,United-States,<=50K
+Hillier Clashe,11/1/1962,687-67-1158,66000,32,Private,259719,Some-college,10,Divorced,Handlers-cleaners,Unmarried,Black,Male,0,0,40,Nicaragua,<=50K
+Evelin Truin,10/22/1997,646-19-7670,47565,25,,35829,Some-college,10,Divorced,,Unmarried,White,Female,0,0,50,United-States,<=50K
+Philippe O'Ruane,4/19/1987,326-75-6873,71763,34,Private,248795,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Grannie Danielkiewicz,3/9/2006,147-40-9152,39815,44,Self-emp-not-inc,124692,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+Culley Gamlen,3/19/1967,182-87-0350,63851,37,Local-gov,128054,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sullivan MacCall,5/8/2011,487-58-2804,59872,39,Private,179731,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,2415,65,United-States,>50K
+Ernestine Cartlidge,10/9/2000,367-71-0949,93700,32,Self-emp-inc,113543,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Gladys Rewcastle,11/20/1955,493-75-7995,49975,23,Private,252153,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Wiley Blinerman,9/19/1951,838-20-9469,105,45,Federal-gov,45891,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Male,0,0,42,United-States,<=50K
+Nadia Braunthal,2/22/2008,495-06-4975,55408,30,Private,112263,11th,7,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Sandye De Vaar,4/10/1976,720-33-1379,53392,20,Private,47791,12th,8,Divorced,Other-service,Not-in-family,White,Female,0,0,10,United-States,<=50K
+Helge Dickinson,10/5/1981,355-42-8066,65472,41,Private,202980,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,4,Peru,<=50K
+Allistir Clamo,10/11/1955,268-94-1431,83566,21,Private,34918,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Prissie Steen,10/1/1951,828-68-1632,7444,48,Private,91251,7th-8th,4,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,China,<=50K
+Edan Serle,1/1/1974,432-14-3006,38966,31,Private,132996,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,5178,0,45,United-States,>50K
+Alexine Veld,1/29/1991,412-63-1093,55869,34,Private,306215,Assoc-voc,11,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Bord Harcourt,5/13/1995,882-02-3331,27092,25,Private,203570,HS-grad,9,Separated,Other-service,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Trev Elward,1/12/2012,551-67-1137,76732,41,Self-emp-not-inc,355918,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Carolann Andrieux,12/22/1984,467-65-0079,69867,35,Self-emp-not-inc,198841,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Rouvin Pury,4/22/1975,180-10-5325,64986,42,Private,282964,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sax Pinkie,9/1/1978,863-35-2387,83090,34,Self-emp-not-inc,312197,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,75,Mexico,>50K
+Hollis Carson,9/20/1975,267-24-0276,19597,44,Private,98779,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,60,United-States,<=50K
+Aubrie Canet,11/11/2003,567-29-8737,2114,32,Private,200246,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Barbaraanne Whorlton,12/22/1959,817-90-2896,24662,25,Private,182771,Some-college,10,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Waldo Blabie,6/21/2003,365-92-0067,10593,23,Private,199908,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Olly Lugsdin,12/14/1965,740-85-2946,35465,36,Private,172104,Prof-school,15,Never-married,Prof-specialty,Not-in-family,Other,Male,0,0,40,India,>50K
+Craig Sweeting,8/22/1969,833-37-3460,30462,53,Self-emp-not-inc,35295,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,60,United-States,>50K
+Joshuah Chart,4/30/1980,828-74-3017,26500,27,Private,216858,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Teressa Klagges,5/15/2001,203-67-9728,56082,27,Private,332187,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,65,United-States,<=50K
+Lester Huddy,3/11/1995,230-14-3445,94766,57,Private,255109,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Madeline Portugal,3/16/1960,748-05-5948,24474,17,Private,111332,11th,7,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Roddie Pantling,4/16/2001,299-47-6124,45830,59,Local-gov,238431,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Bancroft Batter,2/13/1963,430-30-3776,69628,34,Private,131552,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Marie Anthon,4/10/2004,857-97-0644,76444,30,Private,110239,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Pen Mapplethorpe,5/29/1974,513-42-0070,40827,31,State-gov,255830,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,45,United-States,<=50K
+Wallis Dewfall,10/13/1951,855-96-6369,5981,18,,175648,11th,7,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Moishe Fausset,3/5/1992,628-03-0998,41039,23,Private,82998,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Mellisent Pimm,10/12/1981,465-68-3071,57796,19,Private,164320,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Charlie Maharey,2/23/1951,344-05-0731,43189,20,Self-emp-not-inc,263498,Assoc-voc,11,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Dorelia Lakenden,7/22/1958,496-77-1852,35158,52,Self-emp-not-inc,162381,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Halie Ponton,2/16/2010,676-49-0845,70529,39,Local-gov,229651,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Charles Keddy,1/30/1996,106-29-3793,81061,27,Private,357348,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,50,United-States,<=50K
+Willi Gosney,9/18/1961,768-34-1213,29658,19,Private,269657,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Layton Fike,2/24/1964,334-10-2611,81492,38,Local-gov,82880,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,15,United-States,<=50K
+Heindrick Hallowes,9/14/1996,434-70-0916,52309,19,Private,389755,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,16,United-States,<=50K
+Kinny Barbey,11/1/1954,442-45-2794,51533,34,Private,195136,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,1887,40,United-States,>50K
+Cinderella Helliar,3/19/1992,187-32-1341,7239,41,Private,207685,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,,<=50K
+Kristian Reyburn,2/13/1983,516-35-5738,12489,23,Private,222925,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,2105,0,40,United-States,<=50K
+Rab Adie,3/9/2011,343-90-8008,20401,24,,196388,Assoc-acdm,12,Never-married,,Not-in-family,White,Male,0,0,12,United-States,<=50K
+Donella Bandiera,5/16/1955,227-14-8300,17138,24,Private,50341,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Arnuad Rastall,7/25/1969,887-98-1313,88046,22,Private,214134,10th,6,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,84,United-States,<=50K
+Cortney Ayree,1/25/1965,829-79-8288,83957,45,Private,114032,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Melinde Tuxsell,6/1/1959,140-65-0512,98279,45,Private,192053,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Ianthe Cayford,5/18/2000,857-82-4696,82321,48,Private,240231,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Japan,>50K
+Archibold Kline,9/20/1989,306-77-3204,65562,42,Private,44402,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Emlyn Ciciotti,7/11/1979,105-18-6414,36045,35,Self-emp-not-inc,191503,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Martita Leggan,8/4/1955,745-24-9479,43787,32,Private,163530,HS-grad,9,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Verla Long,5/27/1959,215-87-6561,88946,51,Local-gov,136823,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,32,United-States,<=50K
+Nedda Glasner,6/19/1963,786-07-2324,11823,59,Private,121912,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Diahann Fritschel,6/24/1998,170-14-3480,65939,31,Local-gov,58624,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Cyb Ayshford,2/25/1998,364-76-4674,74829,27,Local-gov,74056,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Colver Calendar,2/8/1953,146-85-1156,33344,29,Private,144259,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,4386,0,80,,>50K
+Lena Gillease,8/21/1987,445-51-5654,26212,57,Private,182028,Assoc-acdm,12,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Kirsten Claque,2/27/1970,213-17-0854,49560,40,Private,209040,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sibyl Gibling,2/5/1993,881-85-0942,11298,31,Private,206046,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Magda Tomashov,12/13/1958,510-50-4096,10391,23,Private,182494,7th-8th,4,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Yelena Birnie,9/17/1970,553-46-1104,97923,42,Private,185057,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,35,Scotland,<=50K
+Christal Spilsbury,7/26/1982,829-68-4268,63831,60,Private,147473,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Ferrel Tarbin,7/15/1981,841-58-2101,89038,53,Local-gov,221722,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,14344,0,50,United-States,>50K
+Kessia Lerohan,5/8/1990,267-57-8130,93393,20,,388811,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Maximilianus Semrad,11/10/1978,681-61-4734,70594,27,Private,221912,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Aldwin Jendricke,1/6/1961,285-68-4401,72921,31,Private,48189,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Kenon Kwiek,11/12/1971,640-79-5862,76349,29,State-gov,382272,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Umberto Ketteman,3/3/1953,485-52-2586,39839,22,Private,48347,Bachelors,13,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Emmi Dunniom,10/23/1964,815-78-4726,27937,42,Private,143046,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,38,United-States,>50K
+Belita Crosskill,12/25/2002,218-68-2659,17932,63,Self-emp-inc,137940,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Marti Adderson,8/23/2009,343-38-9710,77186,28,Private,249571,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Benita Samwayes,8/22/1985,648-35-4890,94543,79,Private,121318,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,20,United-States,<=50K
+Iolanthe Cuxson,10/10/1958,374-15-8419,22578,39,Private,224531,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Allie Daldry,10/30/1990,193-38-8040,41481,29,Private,185019,12th,8,Never-married,Other-service,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+Hayyim McMurray,3/22/1987,415-50-2081,1766,60,Private,27886,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Marchelle Olexa,3/29/1962,534-52-9262,39785,58,Private,94741,12th,8,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,United-States,<=50K
+Mercie Savin,2/22/1963,234-80-4189,3264,20,Private,107801,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,2205,18,United-States,<=50K
+Maddi Hamsher,10/12/1955,693-34-9605,91079,44,Private,191256,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,>50K
+Jacklin Bettington,6/29/1964,560-96-2632,22762,47,Private,256866,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,48,United-States,<=50K
+Leigha Lago,5/7/1966,765-35-8348,51421,59,Private,197148,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,24,United-States,>50K
+Merola Boakes,1/25/1969,112-64-9263,2831,37,Private,312271,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,65,United-States,<=50K
+David Buttriss,9/12/1972,712-80-0091,25998,21,Private,118657,HS-grad,9,Separated,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+Annis Lattka,9/29/1963,544-30-8467,69538,68,Private,224338,Assoc-voc,11,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Skipp Parley,8/12/2001,546-53-8056,95617,43,Private,242488,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,5013,0,40,United-States,<=50K
+Vladamir Backhurst,1/26/1951,301-22-9561,90440,23,,234970,Some-college,10,Never-married,,Own-child,Black,Female,0,0,40,United-States,<=50K
+Lauritz Sewall,12/6/1971,389-82-8709,16983,23,Private,227915,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Female,0,0,33,United-States,<=50K
+Michal Jansens,12/11/1978,871-19-6027,97313,40,Local-gov,105717,Masters,14,Never-married,Adm-clerical,Not-in-family,White,Female,0,1876,35,United-States,<=50K
+Jakob Iorizzi,2/21/1974,121-30-8480,69502,45,Self-emp-not-inc,160962,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,35,United-States,<=50K
+Montague O'Carroll,3/24/1980,335-71-1329,93593,34,,353881,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,3103,0,60,United-States,>50K
+Fransisco Guion,6/18/1967,112-05-7104,4876,22,Private,188950,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Wilmette Balogun,10/6/2004,190-32-1669,47199,38,Private,201328,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Hunfredo Brumbye,4/11/1973,561-95-5775,82529,24,Private,218678,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,49,United-States,<=50K
+Nicoli Ravenhills,5/24/1970,740-01-2584,87431,23,Private,184255,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,40,United-States,<=50K
+Tommy Soonhouse,11/26/1975,145-97-1989,34865,39,Federal-gov,200968,Some-college,10,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,0,0,45,United-States,>50K
+Winfield MacVean,1/9/1971,791-78-1471,89244,26,Private,102264,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Durward Eim,7/20/2007,608-32-1830,75383,24,Private,300584,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,40,United-States,<=50K
+Daniella Gaine,11/9/2006,648-24-2552,86375,22,Private,208946,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,25,United-States,<=50K
+Lilly Luckman,11/14/2003,847-14-7376,14254,36,Private,105021,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,<=50K
+Antoinette Reyes,2/15/1965,231-85-1305,66939,20,Private,124751,Some-college,10,Never-married,Priv-house-serv,Own-child,White,Female,0,0,20,United-States,<=50K
+Ferd Khomishin,5/12/1971,384-84-1494,27168,18,Private,274057,11th,7,Never-married,Other-service,Own-child,Black,Male,0,0,8,United-States,<=50K
+Eadmund Bagge,12/20/1962,727-74-0268,23158,38,Private,132879,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Maxim Willowby,6/29/1952,727-14-2452,37232,43,Self-emp-inc,260960,Bachelors,13,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Antoni Iacoboni,10/14/1982,118-50-4732,65990,56,Private,208415,HS-grad,9,Divorced,Exec-managerial,Not-in-family,Black,Male,0,0,40,,<=50K
+Phoebe Aireton,11/4/1976,385-74-9682,26114,42,Private,356934,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Shanta Chapman,7/26/1988,887-50-9135,40392,35,Private,154410,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Gage Landall,5/19/2011,207-97-7220,29049,31,Private,35378,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Marsh McLugaish,4/3/1965,463-86-6113,89065,73,Private,301210,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1735,20,United-States,<=50K
+Konstanze Batchelar,9/6/1958,772-16-9485,93215,32,Private,73621,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,42,United-States,<=50K
+Lombard Westhoff,10/30/1990,464-48-0554,60536,37,Private,108140,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,45,United-States,>50K
+Even McArt,2/10/2012,470-04-2020,44716,66,Private,217198,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,10,United-States,<=50K
+Cal Agass,3/12/2011,687-19-2014,45580,22,Private,157332,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Ebba Roulston,6/22/1995,780-60-4373,77282,51,Private,202956,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Poul Glaze,4/20/2007,879-79-6004,96810,31,Private,173495,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Boonie Inkles,12/7/2004,820-22-6762,64004,65,Private,149811,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,2206,59,Canada,<=50K
+Dale Livesley,1/2/1997,592-98-0450,57660,39,Private,444219,HS-grad,9,Married-civ-spouse,Craft-repair,Wife,Black,Female,0,0,45,United-States,<=50K
+Annelise Husthwaite,8/24/1963,407-53-0982,72702,48,Private,125120,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,37,United-States,<=50K
+Fernando Lax,5/17/1989,180-20-7363,71990,20,Private,190429,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dag Rosborough,12/2/1952,715-10-6107,58383,28,,190303,Assoc-acdm,12,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+Washington Haliburn,4/4/1992,398-60-6198,41238,48,Private,248164,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4386,0,50,United-States,>50K
+Rolf Marke,8/21/2003,201-62-9907,1033,29,Federal-gov,208534,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,80,United-States,<=50K
+Jesse Caroline,7/8/1959,849-06-1436,12827,36,Self-emp-not-inc,343721,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,30,,>50K
+Belita Danelutti,9/12/1978,530-84-3403,928,35,Self-emp-inc,196373,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Caleb Sherreard,12/3/1975,799-35-1619,73330,31,Private,433788,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Pammie Gianinotti,8/17/1954,478-25-2886,79743,48,State-gov,122086,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Tommi Hulk,12/26/1997,405-91-1527,61124,36,Private,137314,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Aubrey Benzie,12/26/2000,683-38-4772,10079,40,Self-emp-not-inc,33068,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Kora Ballston,9/29/1999,660-06-5163,81062,57,Private,210688,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,15,United-States,<=50K
+Claudio Fanshaw,4/12/2005,719-16-4292,84283,26,Local-gov,117833,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,4865,0,35,United-States,<=50K
+Cilka Sackur,2/7/1990,365-26-3464,6818,37,State-gov,103474,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Layney Schafer,6/1/1992,212-66-6154,57100,65,Private,115880,Doctorate,16,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Merrick Grundell,12/3/1973,699-85-8249,48381,26,Self-emp-not-inc,233933,10th,6,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,32,United-States,<=50K
+Raphaela Merricks,4/16/1994,640-70-4118,71431,42,Private,52781,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Clementine Lenham,4/26/1993,708-94-1860,74348,47,Private,586657,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,Japan,>50K
+Devina Bisiker,12/8/1956,860-02-8340,83425,62,Private,113080,7th-8th,4,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Priscella Girdlestone,9/10/1976,675-06-4923,856,27,Private,251905,Assoc-voc,11,Never-married,Exec-managerial,Own-child,White,Male,0,0,50,United-States,<=50K
+Brade Craister,8/29/1982,604-65-1587,38684,76,Self-emp-not-inc,225964,Some-college,10,Widowed,Sales,Not-in-family,White,Male,0,0,8,United-States,<=50K
+Zonnya Porker,1/24/1952,265-28-9689,4540,20,,194096,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Ferrel Willgress,9/8/1961,262-46-1543,47325,29,Private,263831,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Sawyere Rupke,6/24/1977,102-07-7844,5834,29,Private,133136,12th,8,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Jermaine Scibsey,3/9/2009,123-64-4694,80042,32,Private,121634,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,Mexico,<=50K
+Natty Crews,11/4/1996,464-24-3185,71718,22,Self-emp-inc,40767,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Vittorio Wolland,12/30/1961,356-78-6313,63010,30,Federal-gov,355789,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,50,United-States,<=50K
+Riordan Giovanni,8/4/1954,364-75-0052,81834,43,Local-gov,311914,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vilma Carnall,8/26/1967,106-12-5119,59430,23,Private,91189,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,20,United-States,<=50K
+Quinlan Sallowaye,12/19/1962,254-15-0028,94105,44,Federal-gov,344060,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Arin Woolway,2/1/2006,851-43-9890,66451,41,Private,113823,Bachelors,13,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Juliann Boules,4/20/1989,774-80-8887,58074,49,State-gov,185800,Masters,14,Divorced,Prof-specialty,Unmarried,Black,Female,7430,0,40,United-States,>50K
+Kevin Proschek,6/5/1962,324-30-1108,64902,30,Private,76107,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,>50K
+Shelia Ruzicka,10/7/1990,532-22-8965,76385,23,Private,117618,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Mercie Shakeshaft,9/26/1997,305-54-9504,62119,39,Private,238008,HS-grad,9,Widowed,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Malissia Hayes,10/31/1959,235-23-0798,53781,32,Private,136480,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Avie Perry,11/18/1968,587-41-5246,37955,50,Private,285200,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1887,35,United-States,>50K
+Randolph MacVanamy,6/10/1972,618-24-7855,88963,19,Private,351040,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,Puerto-Rico,<=50K
+Athene Thorp,3/8/1972,425-57-8781,51153,35,Private,1226583,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,52,United-States,>50K
+Eugenie Wattingham,7/18/1978,352-76-5878,95104,23,Private,195767,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Dannie Robillard,6/6/1989,602-44-6683,55940,25,Private,187540,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alli Domoney,8/27/2009,316-32-7147,19377,40,Private,79372,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Debbie Corley,12/2/1983,222-27-0664,77220,30,Private,226665,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,42,United-States,>50K
+Jamaal Wiltshier,1/20/2006,776-17-4271,84890,52,Private,213209,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Rice Girodier,7/10/1998,864-37-4332,80919,49,Private,211005,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,60,United-States,<=50K
+Elwood Bentzen,6/2/1998,142-52-8959,7400,24,Private,96178,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Rivi Bownas,10/19/2005,645-70-0456,79412,46,Private,328216,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,40,United-States,>50K
+Tyson Durdle,3/18/2002,327-50-0014,16048,39,Private,110713,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Ranee Goodding,5/7/1980,889-09-0986,50222,45,Self-emp-not-inc,225456,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Casi Halfhide,3/8/1992,605-48-0031,52199,62,Local-gov,159908,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,1258,38,United-States,<=50K
+Cyrus Biddleston,10/28/1964,875-35-0655,80923,43,Private,118308,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,50,United-States,>50K
+Ardyce Domange,10/27/2008,730-93-7323,53012,45,Private,180309,Some-college,10,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Taddeo Georgot,5/8/1951,638-68-5604,63796,62,Self-emp-not-inc,39630,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Haskel Abbate,7/14/2000,766-76-4316,33776,48,Private,273828,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Carolus Sadgrove,6/1/1975,377-94-7148,29490,56,Private,172071,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+Rolph Whorf,12/20/2000,130-81-6907,37204,28,Private,218887,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Female,0,0,35,United-States,<=50K
+Virgina O'Caine,7/28/1979,463-89-0800,80315,23,Private,664670,HS-grad,9,Never-married,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Mufinella Lemm,10/13/1985,368-41-8133,97941,43,Private,209149,HS-grad,9,Divorced,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Valentina Ternouth,5/5/1978,899-51-3735,5962,26,Private,84619,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Vern Chater,9/22/1974,677-59-2703,33442,36,Private,447346,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Blanca Pree,11/2/1992,829-81-2277,99378,55,Local-gov,37869,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Tanner O'Connolly,2/10/1967,147-19-4518,94300,48,State-gov,99086,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Paule Baltrushaitis,11/6/1956,753-97-3153,10159,43,Private,143582,5th-6th,3,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,0,2129,72,,<=50K
+Gage Ivie,4/18/1988,106-10-6211,47395,38,Private,326886,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Cherilyn Kores,3/3/1955,534-30-5761,92154,18,Private,181755,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Mozelle Colvill,2/25/1987,202-65-4439,21123,56,Self-emp-not-inc,249368,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Kailey Dallas,10/9/1958,483-92-6831,981,39,Self-emp-not-inc,326400,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Scottie Keddie,3/14/1969,894-69-2975,78758,46,Private,504725,5th-6th,3,Separated,Handlers-cleaners,Not-in-family,White,Male,0,0,50,Mexico,<=50K
+Gilbertina Muino,3/6/1992,224-41-1875,48535,36,Private,88967,11th,7,Never-married,Transport-moving,Unmarried,Amer-Indian-Eskimo,Male,0,0,65,United-States,<=50K
+Teresina McLoney,9/17/1967,435-09-6515,67214,42,Self-emp-not-inc,170721,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2002,40,United-States,<=50K
+Maitilde Haggar,10/24/1962,193-31-8466,29651,50,Private,148953,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Eugenius Vittori,10/14/1996,413-85-5323,84934,17,Private,342752,11th,7,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Dannie Kilvington,7/30/2008,853-16-0138,65263,57,Private,220871,7th-8th,4,Widowed,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Laney Damiata,5/30/1960,835-50-9525,83786,73,Private,29675,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,0,0,12,United-States,<=50K
+Aeriel Rangeley,4/1/1955,338-07-8341,62021,50,Federal-gov,183611,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bogey Speenden,12/23/1973,699-09-0598,68790,35,Private,115215,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+Kennith Farlham,3/1/1964,218-59-0480,31251,27,Private,152231,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Francine Grattage,10/15/1951,348-82-9978,19347,24,,41356,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vincenty Storey,11/6/2002,351-87-9290,22298,27,Private,225142,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Caritta Tenaunt,6/30/1963,395-08-2751,14371,23,Self-emp-not-inc,121313,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Blinny Bennallck,11/9/1995,662-75-4503,86965,25,Private,134821,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Pieter Bleakman,2/21/1998,200-55-5325,15159,51,Private,311350,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Stacy Franceschino,4/21/1976,538-10-9473,6831,26,Private,102106,10th,6,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Tommie Bruins,1/22/1996,876-15-4733,6654,47,Private,427055,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,45,Mexico,<=50K
+Tudor Dunkinson,8/24/1994,834-97-4000,77883,40,Private,117860,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Martainn Douty,9/10/2002,122-34-6812,89975,58,Private,285885,9th,5,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Giacopo Rogier,12/27/1975,516-82-6265,49316,25,Private,212800,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Goldie Robjohns,11/6/1983,374-18-1299,46112,29,Private,194864,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,18,United-States,<=50K
+Tore Athey,12/24/2005,839-67-4325,73818,36,Private,31438,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,43,United-States,<=50K
+Calvin Gerald,2/5/1963,292-86-2278,32686,46,Private,148254,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Tessie Reignould,1/28/2002,479-43-9237,36985,69,Private,113035,1st-4th,2,Widowed,Priv-house-serv,Not-in-family,Black,Female,0,0,4,United-States,<=50K
+Harrietta Eaden,4/3/2010,240-15-9058,80655,69,Private,106595,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,1848,0,40,United-States,<=50K
+Marlowe Laverick,4/27/1957,230-14-9219,35349,28,Private,144521,HS-grad,9,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+Quillan Vondruska,1/2/1972,823-58-0565,40055,20,Private,172232,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,48,United-States,<=50K
+Darrelle Peckitt,10/11/1998,480-28-7823,67406,54,State-gov,123592,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,3887,0,35,United-States,<=50K
+Marcello Gazzard,11/15/1964,408-68-2802,37624,25,Private,191921,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Collette Libbe,12/30/2000,804-18-5037,4826,64,Local-gov,237379,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3471,0,40,United-States,<=50K
+Fay Ashwell,12/7/1968,736-14-6630,7212,17,Private,208463,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Sher Robbs,2/9/1983,141-80-2545,62879,53,Federal-gov,68985,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Hayden Blankau,8/24/1972,876-58-6184,17155,50,Private,22418,9th,5,Divorced,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Dugald Edney,10/19/1956,829-95-4971,46284,57,Private,163047,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,38,United-States,<=50K
+Abbott Verner,12/15/2005,830-58-5726,52967,51,Private,153870,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2603,40,United-States,<=50K
+Randi Bullivent,2/17/1969,796-82-8961,99347,20,,124954,Some-college,10,Never-married,,Own-child,White,Male,0,0,30,United-States,<=50K
+Jeramey Jacobowitz,11/6/1982,253-70-4024,32130,47,Private,197702,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Goddard Kraft,3/5/1989,801-15-0277,81821,25,Private,166415,HS-grad,9,Never-married,Transport-moving,Unmarried,White,Male,0,0,52,United-States,<=50K
+Jeana Gawler,3/15/1994,449-40-6837,8790,50,State-gov,116211,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+Bron Anderson,1/29/1969,317-07-3878,50328,20,Private,33644,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,30,United-States,<=50K
+Guendolen McCobb,5/28/2000,338-36-8421,63052,43,State-gov,33331,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,70,United-States,>50K
+Ashbey Findlay,10/8/1987,125-01-5363,96955,46,Private,73019,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kaine Gait,5/29/1962,750-10-9629,34385,54,Private,169182,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,38,Puerto-Rico,<=50K
+Colby Lowndes,10/15/1989,685-70-9902,93854,53,Private,20438,Some-college,10,Separated,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,0,0,15,United-States,<=50K
+Andra Conkey,3/20/1976,686-33-4340,79362,21,Private,109869,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,30,United-States,<=50K
+Jess Thor,10/3/1961,422-70-1009,32137,58,Private,316849,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Esme Branchett,8/12/1962,392-39-4443,92230,30,Private,208043,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Ephrayim Ornelas,4/5/1993,168-58-4466,31351,61,Private,153790,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,40,United-States,<=50K
+Jourdain Alp,7/14/1985,440-32-0348,96187,56,State-gov,153451,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Ara Hartnup,6/24/2005,548-13-4329,68616,59,Private,96840,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Matt Cranstoun,8/25/1951,223-51-6513,1926,72,Private,192732,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,20,United-States,<=50K
+Blithe Balasini,1/29/1972,332-89-7929,91569,33,Private,209101,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Alphonse Hrinishin,7/25/1962,890-44-2055,21699,46,Private,146919,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Sandie Somerled,6/4/2012,607-99-0759,46734,46,Local-gov,192323,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,38,United-States,>50K
+Darn Edrich,4/25/1961,591-63-7078,32608,48,Private,217019,HS-grad,9,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,28,United-States,<=50K
+Xever Milburne,8/21/2011,510-34-1859,38446,33,Private,198211,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Chic Sturdey,11/29/1981,333-45-6393,82435,21,Private,222490,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,40,United-States,<=50K
+Daria Newbatt,4/2/1971,304-01-8053,17829,27,Private,106758,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,45,United-States,<=50K
+Erma Colville,7/4/1971,274-48-6614,88408,31,Private,561334,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Glory Venour,12/15/1981,559-25-3121,28016,28,Private,203710,Bachelors,13,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rad Castelin,10/7/2011,481-93-8014,21689,45,Local-gov,203322,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Carroll Jenoure,2/20/1984,313-60-3553,52841,51,Private,123703,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,40,United-States,>50K
+Janela Mapis,5/2/2006,292-77-7381,5799,46,State-gov,312015,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Corny Gilhouley,6/4/2012,418-07-1846,71568,25,Private,209428,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,El-Salvador,<=50K
+Nessa Fullagar,11/24/1979,249-78-9045,99413,61,Private,230292,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7688,0,40,United-States,>50K
+Emmaline Patterson,3/31/1970,680-22-0078,63539,17,Private,114420,11th,7,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Sharai Gatheridge,2/17/1966,322-81-9416,85867,26,Private,120238,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Kessia Brew,5/8/2011,111-66-6236,59369,35,Private,100375,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Pauli Eric,9/10/1979,771-93-4467,7340,33,Self-emp-not-inc,42485,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,70,United-States,<=50K
+Traci Brame,12/9/2006,123-68-1968,56835,37,Private,130620,12th,8,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,0,0,33,,<=50K
+Bar Ebbage,9/14/2000,102-55-1445,66966,39,Local-gov,134367,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+Terrel Dulany,10/4/1962,202-62-0100,87667,42,Private,147099,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Bernice Daskiewicz,8/6/1956,437-81-5838,98781,35,Private,36214,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,47,United-States,>50K
+Raina Heyfield,12/4/1962,542-36-6200,63798,45,Private,119904,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,50,United-States,>50K
+Stefa Trahar,9/30/1950,657-77-2557,33391,47,Self-emp-inc,105779,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,>50K
+Tabatha Yanukhin,8/30/1981,790-94-3587,53915,64,Private,165020,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,48,United-States,<=50K
+Wait Shyre,10/14/1958,125-98-6766,74701,39,Private,187098,Prof-school,15,Married-civ-spouse,Exec-managerial,Wife,White,Female,15024,0,47,United-States,>50K
+Filbert Malcolmson,9/13/1957,217-68-8040,8680,43,,142030,HS-grad,9,Divorced,,Unmarried,White,Female,0,0,40,United-States,<=50K
+Brendon Zorzin,8/24/1986,692-91-4788,91977,34,Private,241360,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,<=50K
+Max Algie,10/22/2009,579-13-2719,98384,62,Private,121319,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+Jarred Larenson,3/5/1969,555-13-0690,57867,53,Private,151580,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,40,United-States,>50K
+Arleta Bidnall,1/20/2006,105-41-1101,49962,31,Private,162572,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Fletcher Weber,10/28/1977,416-18-9326,23532,26,Private,35917,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Rog Whalebelly,12/15/2001,654-32-5338,38529,56,Self-emp-inc,35723,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Lawrence Billyeald,9/21/1978,174-16-1992,92183,43,Private,194773,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gusta Fernandez,12/16/1967,420-51-4054,93536,33,Private,62155,Some-college,10,Never-married,Sales,Not-in-family,Black,Male,0,0,35,United-States,<=50K
+Augustine Barnfield,12/26/1965,223-24-7137,98921,45,Self-emp-not-inc,192203,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+Rafaellle Philippart,10/3/2005,742-75-8683,94640,46,Private,174370,Some-college,10,Separated,Sales,Not-in-family,White,Male,0,0,55,United-States,<=50K
+Tully Methley,1/13/1991,285-99-4294,84575,26,Private,161007,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,80,United-States,<=50K
+Curran Gairdner,4/29/1953,210-06-0605,99447,24,Private,270517,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+Laryssa Joint,3/22/1985,427-15-2276,42296,43,Private,163847,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,>50K
+Betty Cornock,5/8/1955,541-89-0392,52858,40,Private,193882,Assoc-voc,11,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Harp Meineken,10/28/1980,152-96-9494,63455,61,Private,160037,7th-8th,4,Divorced,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Anderson Wagnerin,12/2/1972,850-48-3388,89155,34,Federal-gov,189944,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,72,United-States,<=50K
+Lenette Summerson,2/8/1962,443-69-4786,46412,85,Private,115364,HS-grad,9,Widowed,Sales,Unmarried,White,Male,0,0,35,United-States,<=50K
+Marlowe McDonand,8/7/2006,546-78-7067,55046,41,Private,163174,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Thalia Grogan,3/18/1967,293-94-0319,93471,31,State-gov,188900,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,3325,0,35,United-States,<=50K
+Beth Fleetwood,9/15/1985,288-65-3508,86282,22,Private,214399,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,30,United-States,<=50K
+Yule Hamby,6/16/1971,755-99-1346,81827,60,Private,156616,HS-grad,9,Widowed,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Darin Cunliffe,10/10/2003,410-94-8978,23116,29,Private,204862,Assoc-acdm,12,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Lebbie Kenway,5/12/2009,468-74-7441,74833,34,,55921,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Maurits Gretton,2/1/1988,380-03-4097,18107,35,State-gov,172475,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,2977,0,45,United-States,<=50K
+Boy Scandred,6/25/1977,120-31-0094,26635,24,Private,153082,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Brendan Bricknall,5/20/1975,251-47-9934,37923,45,Local-gov,195418,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Roanna Prangnell,8/26/1954,134-01-6432,85803,21,Local-gov,276840,12th,8,Never-married,Other-service,Own-child,Black,Male,0,0,20,United-States,<=50K
+Domingo Tedorenko,12/13/1961,284-93-9535,79463,30,Private,97933,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Wife,White,Female,0,1485,37,United-States,>50K
+Mead Prescot,9/16/2009,439-86-4203,82204,50,Self-emp-inc,119099,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,99,United-States,>50K
+Hans Szymoni,9/28/1974,631-14-0951,90100,41,Self-emp-not-inc,83411,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Matty Shergold,2/11/2004,794-75-7281,23574,21,Private,198992,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+Jeane Birrell,3/18/1979,765-65-1094,82155,45,Private,337825,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Bridgette Beardshaw,12/2/1958,156-05-5972,77700,34,Private,192002,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Bourke Paik,12/3/1965,758-71-7736,40071,28,Private,189346,HS-grad,9,Divorced,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Calhoun Ardley,10/6/1969,253-02-5620,54331,19,Private,231962,HS-grad,9,Never-married,Other-service,Unmarried,White,Male,0,0,40,United-States,<=50K
+Geordie Muggleston,12/22/1954,868-68-4553,70089,26,Private,164488,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,13550,0,50,United-States,>50K
+Upton Shackle,11/23/2007,305-32-9624,25942,48,Private,200471,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,>50K
+Bertie Ranby,12/4/1950,716-55-6575,38602,69,Private,228921,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Male,0,2282,40,United-States,>50K
+Zahara Hassett,3/5/1968,571-50-9395,39591,41,Private,184846,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tansy Mastrantone,1/25/1977,262-36-2760,92819,43,Private,233851,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Maxie Nowak,11/3/2005,813-98-5857,31517,28,Private,499001,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,Mexico,<=50K
+Ambros O'Kuddyhy,7/4/1995,199-71-7872,21644,65,Local-gov,125768,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Kaylil Aubrun,7/15/1981,522-62-8461,63885,31,Private,255004,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,1741,38,United-States,<=50K
+Zsa zsa Bills,9/2/1974,706-28-9646,18992,28,Private,157624,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gerik Stoffers,9/1/1979,386-63-8530,96107,51,Private,146767,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Nickey Carff,12/5/1982,180-37-1069,58342,45,Private,118291,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Female,0,0,80,United-States,<=50K
+Vonnie Shearn,11/12/1972,310-73-9642,87713,43,Private,313181,HS-grad,9,Divorced,Adm-clerical,Other-relative,Black,Male,0,0,38,United-States,<=50K
+Edin Gartery,2/11/1971,540-24-3553,74286,31,Private,87891,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Onfroi Jaspar,9/5/1992,176-56-9393,59118,31,Private,226443,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,>50K
+Valma Clifford,1/27/1996,112-98-9755,27683,45,Private,81132,Some-college,10,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Florencia St. Ledger,3/16/1998,460-74-0207,2695,20,Private,216436,Bachelors,13,Never-married,Sales,Other-relative,Black,Female,0,0,30,United-States,<=50K
+Molli Dilks,11/26/1984,563-26-8407,36040,25,Private,213412,Bachelors,13,Never-married,Tech-support,Unmarried,White,Male,0,0,40,United-States,<=50K
+Andrew Koschke,5/25/2004,587-91-2623,78076,36,Private,179358,HS-grad,9,Widowed,Handlers-cleaners,Unmarried,White,Female,0,0,30,United-States,<=50K
+Dawn Davsley,2/12/1971,434-77-1179,74629,31,Private,369825,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,4101,0,50,United-States,<=50K
+Yvon Beasley,12/11/1951,555-35-3870,44508,56,Private,199763,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Jandy Ellif,1/28/1975,689-96-2991,22665,26,Private,239390,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,18,United-States,<=50K
+Aubrette MacKnockiter,10/24/1992,647-57-0823,16686,47,Self-emp-not-inc,173613,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,65,United-States,<=50K
+Orly Lethbrig,11/17/1953,564-86-2572,84705,40,Self-emp-inc,37869,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Uri Witchalls,12/9/1988,409-62-9233,56166,32,Private,302845,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,48,United-States,<=50K
+Torey Dewfall,12/12/2005,493-79-8243,21803,34,State-gov,85218,Masters,14,Never-married,Prof-specialty,Unmarried,Black,Female,0,0,24,United-States,<=50K
+Lauren Costelloe,6/22/1968,294-39-0032,49978,37,Private,48268,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Riannon Alderson,8/24/2001,845-51-4413,24311,38,Private,173968,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Halimeda Megahey,5/24/1969,599-99-8228,66293,19,Private,70982,Assoc-voc,11,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,0,0,16,United-States,<=50K
+Stephen Leftwich,2/8/1963,523-71-7219,34138,49,Private,166857,9th,5,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Neville Pirt,7/20/1984,316-12-5046,44716,18,,256191,HS-grad,9,Never-married,,Own-child,Black,Female,0,0,25,United-States,<=50K
+Bonnee Gyles,10/17/2000,444-86-2108,51994,26,Private,162872,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rab Ballard,3/1/1964,322-95-1522,13802,82,Private,152148,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,2,United-States,<=50K
+Anny MacBean,7/26/1982,241-95-5354,82890,40,Private,139193,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wini Kilbee,6/13/1999,328-91-9276,48356,28,Private,791084,Some-college,10,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+Jere Creasy,8/29/2011,359-92-8983,86414,23,Private,137214,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,37,United-States,<=50K
+Rufus Hoopper,1/8/2012,361-53-7636,13494,19,Private,183258,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Tate O' Mara,6/5/1982,278-50-1063,61890,67,Private,154035,HS-grad,9,Widowed,Handlers-cleaners,Other-relative,Black,Male,0,0,32,United-States,<=50K
+Margie Andres,7/1/2001,503-22-2927,57893,43,Private,115323,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,40,United-States,>50K
+Gussie Ollerenshaw,10/17/1985,350-40-4211,31997,41,Private,213055,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,50,United-States,<=50K
+Eolande Joplin,8/11/2004,526-46-6528,3714,37,Private,155064,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Sherwynd Iskower,9/24/2010,557-34-0805,72639,20,Private,33551,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Alicea Hastwell,11/13/1951,667-67-2253,67902,40,Private,169995,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Cicely Morfey,2/18/1999,298-45-2025,2832,47,Private,168262,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,99999,0,50,United-States,>50K
+Marielle Van der Beken,12/16/1982,758-54-2073,63932,40,Private,104196,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Toby Hovenden,8/20/1986,570-88-1332,60083,39,State-gov,114055,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jackquelin Tall,11/6/1968,624-48-1525,78579,24,Private,274398,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,20,United-States,<=50K
+Germain Roelofsen,7/27/1972,436-66-7937,6655,78,,27979,HS-grad,9,Married-civ-spouse,,Husband,White,Male,2228,0,32,United-States,<=50K
+Caren Yare,6/10/1977,486-53-9451,63029,67,,244122,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,1,United-States,<=50K
+Elmore Gives,3/10/1956,316-92-2034,12829,49,Private,196571,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,>50K
+Emmalee Clunan,1/12/1952,200-58-8421,10175,66,Private,101607,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,10,United-States,<=50K
+Brear Dullard,1/21/1966,329-37-7241,90445,52,Private,122109,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,0,323,40,United-States,<=50K
+Norene Joly,1/9/2007,112-55-1436,50156,59,Self-emp-inc,255822,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Annalise Benoiton,4/13/2007,527-99-9372,87314,72,Private,195184,HS-grad,9,Widowed,Priv-house-serv,Unmarried,White,Female,0,0,12,Cuba,<=50K
+Patrizia Kilshall,8/14/1987,406-38-0578,75556,35,Federal-gov,245372,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bern Barczewski,3/2/2000,892-90-5503,97020,30,Private,169583,Bachelors,13,Married-AF-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,>50K
+Pippy Willarton,8/29/2003,694-31-3635,60023,36,Private,224531,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wes Pachmann,6/3/1966,306-98-8149,49118,26,Private,186151,HS-grad,9,Separated,Tech-support,Own-child,White,Female,0,0,40,United-States,<=50K
+Lowe Vivien,9/6/1984,818-69-3034,59104,23,Private,118693,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Erminia Lynd,12/11/1995,262-33-7871,97937,39,Private,297449,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Romain Baldi,11/27/1980,583-81-9125,6148,40,Self-emp-not-inc,125206,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Sutherland Cranage,5/15/1955,692-97-6137,81458,29,Private,393264,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bealle Doget,6/30/1993,777-34-3137,42034,38,Private,108140,Bachelors,13,Never-married,Other-service,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Cecelia Leach,7/5/2002,636-74-4818,56846,63,Private,264968,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kelila Gunn,4/25/1992,486-14-1171,782,58,Self-emp-not-inc,318106,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Jeanette Lanchester,9/28/2000,348-02-5804,62390,30,Private,156025,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Guido Hulk,3/13/1987,524-19-5572,79348,38,State-gov,149455,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Lora Waszczykowski,2/13/1979,145-18-7435,52032,25,Private,359985,5th-6th,3,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,33,Mexico,<=50K
+Ollie Gother,6/12/2007,707-49-9663,81494,44,State-gov,165108,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Biddie Karlicek,3/8/2001,168-74-0589,5408,43,Private,115178,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Felipa Kierans,6/7/1995,600-72-1478,86769,21,Private,149224,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,30,United-States,<=50K
+Debor Joye,11/30/1959,824-92-9891,42859,41,Local-gov,352056,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Darb Mewe,10/3/1982,107-62-5175,70007,38,Private,174717,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Lilyan Julian,11/12/2009,185-71-2068,73869,75,,173064,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,6,United-States,<=50K
+Danna Mitchenson,8/19/2004,398-69-8045,85809,29,Private,147755,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1672,40,United-States,<=50K
+Tabbi Vynehall,7/14/2007,143-83-8545,65185,52,Self-emp-not-inc,135716,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,<=50K
+Rafi Ocklin,7/3/1999,445-57-8524,14808,47,Private,44216,HS-grad,9,Divorced,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Coraline Mahoney,4/12/1977,406-12-2554,48903,28,Private,37359,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+Damon Cervantes,10/4/1956,215-84-8857,78817,24,Private,178255,Some-college,10,Married-civ-spouse,Priv-house-serv,Wife,White,Female,0,0,40,,<=50K
+Lezley Crispe,1/27/1983,536-70-7964,70713,30,State-gov,70617,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,10,China,<=50K
+Man Zottoli,11/8/1961,460-19-1785,58803,30,Private,154950,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Sigismondo Harral,5/17/2002,253-12-2783,17594,40,Private,356934,Assoc-acdm,12,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Roseanne Studholme,1/19/1975,518-94-8333,96364,27,Private,271714,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,30,United-States,<=50K
+Gael Rudwell,3/31/1963,870-06-8879,23342,26,Private,247025,HS-grad,9,Never-married,Protective-serv,Unmarried,White,Male,0,0,44,United-States,<=50K
+Clare Robertz,12/1/2000,727-35-8309,45586,32,Private,107417,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,37,United-States,<=50K
+Kim Cocklin,4/30/2012,533-11-4909,73972,36,State-gov,116554,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Christa Kahen,4/15/1961,757-09-6914,13545,26,Private,917220,12th,8,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+Ash MacEveley,9/8/1996,802-41-6877,14244,25,Private,430084,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Carlie Tinniswood,7/29/1959,212-14-7784,38273,39,Private,202937,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,Poland,<=50K
+Roman D'Ambrosio,12/27/1968,463-24-3839,5355,27,Private,62737,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Helenka Jovasevic,11/23/1977,828-68-8139,12,24,Private,508548,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Stefan Grebbin,5/22/1996,412-84-8807,35125,38,Self-emp-inc,275223,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+Gabriel Husthwaite,12/1/1981,598-06-7075,62594,35,Self-emp-not-inc,381931,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,55,United-States,<=50K
+Hobard Skurm,7/12/2004,467-68-5919,87200,29,Private,246974,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wit Fellon,9/29/1960,116-39-0437,82955,49,Private,105431,HS-grad,9,Divorced,Other-service,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Shepperd Larrington,7/8/1987,191-51-8654,17857,36,Private,146311,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Aurelie Sindall,8/25/1999,547-54-4522,93877,47,Self-emp-not-inc,159869,Doctorate,16,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Kitti Bouchier,8/8/1991,405-94-1367,57423,21,Private,204641,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Thurston Shadrack,1/7/1974,631-56-3957,3474,35,Private,66297,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,>50K
+Bjorn Chmarny,9/28/1974,326-08-9070,54371,38,Private,227615,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Felipa Alfonsini,8/8/1952,351-50-8300,10733,66,,107744,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Kirbee Robichon,7/14/1992,875-03-4735,81524,45,Private,360393,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,United-States,>50K
+Archaimbaud Guiden,6/27/2008,695-07-0188,19711,19,Private,263340,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Georgianne Dossit,8/7/2006,670-88-9214,65447,18,Private,141918,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,22,United-States,<=50K
+Isaak Bankhurst,8/8/1984,645-98-7493,69516,37,Private,294292,Prof-school,15,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Maury Whorlow,2/26/1994,604-47-2800,3070,49,Private,128736,Bachelors,13,Never-married,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Art Tulk,9/24/1953,600-56-4633,41065,33,Local-gov,511289,Assoc-voc,11,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,>50K
+Lane Biddiss,12/26/2001,139-57-0596,69139,27,Private,302406,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Tymon Goulborne,9/7/1963,349-70-1201,52355,34,Local-gov,101517,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Abba Wind,1/15/1988,306-87-2962,522,54,State-gov,161334,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,0,0,40,China,<=50K
+Barry Kuller,4/14/1953,590-88-5124,93345,24,Self-emp-inc,189148,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Vinny Menichino,7/28/1978,741-41-6271,77778,44,Self-emp-not-inc,103111,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Stacie Treadger,3/13/1971,497-92-9336,5048,48,Self-emp-not-inc,51620,Bachelors,13,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Edin Larchiere,8/20/1968,823-57-0121,64845,23,Private,31606,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Hayward Olczak,2/20/1979,133-98-4120,86572,29,Private,34292,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,38,United-States,<=50K
+Orel Mayers,3/31/1955,336-57-6759,1738,21,Private,107882,Assoc-acdm,12,Never-married,Other-service,Own-child,White,Female,0,0,9,United-States,<=50K
+Bayard Jertz,6/24/1954,305-18-4996,6491,18,Private,39529,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,32,United-States,<=50K
+Meta Scholar,4/4/1991,751-62-3008,14429,18,Private,135315,9th,5,Never-married,Sales,Own-child,Other,Female,0,0,32,United-States,<=50K
+Chilton Audritt,7/5/1984,436-50-0627,72791,29,Private,107812,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Aguste Riha,7/13/1959,724-73-8735,43517,29,Private,229729,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Jesus Gebuhr,7/21/2000,419-57-7020,1783,41,Private,111891,HS-grad,9,Separated,Machine-op-inspct,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Lyn Gare,6/28/1976,794-67-3666,35673,32,Private,340917,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adriana Klimczak,10/16/1954,756-89-9021,17513,61,Private,202952,10th,6,Divorced,Other-service,Not-in-family,Black,Female,0,0,24,United-States,<=50K
+Tobey Fagge,1/15/1955,297-43-7266,91787,79,Private,333230,HS-grad,9,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,6,United-States,<=50K
+Ramona Loude,11/27/1976,381-73-4222,8686,34,Private,114955,Assoc-acdm,12,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Weber Costard,8/30/2001,859-44-9114,45325,46,Private,159869,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Kelsi Ellwood,12/18/1982,692-39-3487,77202,50,Self-emp-not-inc,57758,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Joana Gant,9/27/1976,804-29-9528,31999,29,Private,207064,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Larina Judd,10/13/1988,541-26-8395,62308,23,Private,193090,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,3674,0,40,United-States,<=50K
+Tudor McRobbie,10/25/1967,832-80-5780,52334,64,Private,151364,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cindy McConnachie,12/6/1969,675-97-5815,82336,70,Local-gov,88638,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,7896,0,50,United-States,>50K
+Palm Benediktsson,3/22/1973,610-22-9795,43021,28,Local-gov,304960,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,1980,40,United-States,<=50K
+Arda Ellett,4/25/1963,489-59-2065,27091,51,Private,102828,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Greece,<=50K
+Harriot Vost,12/24/1999,861-66-3673,71621,20,,210029,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Chucho Martinyuk,9/18/2000,309-58-6285,37441,34,State-gov,154246,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,4865,0,55,United-States,<=50K
+Marlane Lissandre,6/29/1978,107-54-1582,85898,29,Private,142519,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Hillel Morrilly,6/15/1977,212-47-2347,3989,49,Private,104455,Bachelors,13,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Denice Woodcock,9/13/1986,328-45-5251,75393,77,Self-emp-inc,192230,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Nyssa Pridgeon,1/24/1952,499-63-3008,19965,32,Private,292592,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Jo ann Phelit,12/18/1972,507-69-3751,80902,27,Private,330132,Bachelors,13,Married-civ-spouse,Tech-support,Wife,White,Female,0,0,40,United-States,>50K
+Hinda Kupper,10/7/1985,700-57-2157,75496,22,Private,51111,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rozanna Dumingos,10/9/1999,594-86-0794,39662,35,Local-gov,258037,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Cuba,>50K
+Laure Padula,8/21/1987,276-70-2572,83507,42,Local-gov,188291,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,1902,40,United-States,>50K
+Legra Mariot,7/1/1983,401-32-4170,21501,35,State-gov,349066,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Jacky Mariel,11/22/1992,790-66-4440,25927,62,,191188,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Nolan McPhee,9/18/1977,797-13-2357,71900,33,Private,133503,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,2635,0,16,United-States,<=50K
+Brier Westmacott,6/10/2003,826-26-0283,32678,45,Private,146497,Some-college,10,Widowed,Exec-managerial,Unmarried,White,Female,0,0,55,United-States,<=50K
+Konstantin Dobrovsky,7/15/1980,139-69-8889,10177,19,Private,240468,Some-college,10,Married-spouse-absent,Sales,Own-child,White,Female,0,1602,40,United-States,<=50K
+Rubi Chastand,10/27/1953,503-14-3678,72737,38,Private,175120,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ryon Schultze,10/15/1965,107-31-9380,3257,26,Private,416577,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,45,United-States,<=50K
+Sadella Gutowski,10/11/1959,288-85-5121,69705,29,Private,253814,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Jerry Alasdair,2/12/1978,644-16-0864,59239,33,Private,159247,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Wini Delos,2/3/2002,234-69-3994,15621,35,Self-emp-not-inc,102471,HS-grad,9,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,80,Puerto-Rico,<=50K
+Budd Brevitt,10/28/1958,467-77-4032,71501,42,Private,213464,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cello Mewton,3/11/1978,585-23-0349,70518,20,Private,211968,Assoc-voc,11,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Tristam Very,8/31/1983,748-10-0437,19276,43,Federal-gov,32016,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Henderson Joscelin,5/1/1963,579-56-9610,26475,69,Private,512992,11th,7,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,45,United-States,<=50K
+Janeen Avon,12/18/1985,190-45-3739,47792,39,Private,135020,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Pete Percy,10/7/1952,611-88-7582,26597,37,Private,109133,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Portugal,<=50K
+Mag Hitzschke,5/24/1965,349-39-6750,9600,28,Private,142712,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Carlo Escoffier,12/23/1983,766-63-8662,82040,26,Federal-gov,76900,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Christoper Brunstan,5/15/2008,109-19-4664,94334,32,Private,112176,Some-college,10,Divorced,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+Guillermo Cabrales,9/20/2003,296-45-2860,85293,43,Federal-gov,262233,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Tamiko Matchett,12/2/1961,149-92-3831,41037,49,Private,122066,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,30,Hungary,<=50K
+Aurora Aked,4/28/2000,474-20-8414,6616,28,Private,194690,7th-8th,4,Separated,Other-service,Own-child,White,Male,0,0,60,Mexico,<=50K
+Andie Hurran,1/24/2001,276-30-6471,97421,35,Private,306678,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2885,0,40,United-States,<=50K
+Magnum Hoodless,12/6/1954,386-60-4048,85546,19,,217769,Some-college,10,Never-married,,Own-child,White,Female,594,0,10,United-States,<=50K
+Brianne Sharpley,11/14/1984,701-23-7836,68831,35,Local-gov,308945,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Marv Jost,11/12/1951,165-73-0598,95410,57,Private,46699,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Silvana Golthorpp,11/11/1996,788-17-1325,50294,45,Private,377757,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Tristam Rivalant,4/2/1989,206-28-0216,20632,23,Private,220993,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,1590,48,United-States,<=50K
+Olivie Gally,12/9/1975,377-56-2030,53607,45,Private,102147,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Caro Arundel,8/28/1977,595-35-4845,94956,42,Private,113770,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Denice Ben-Aharon,8/9/1996,410-64-9858,62408,35,Private,139012,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Roxanne Barthelemy,10/27/2010,492-58-0057,97403,45,Private,148900,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Annmaria Wisby,11/30/2000,816-49-9043,49457,28,Federal-gov,329426,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Verney Beevors,7/25/1985,802-88-5281,63167,64,Self-emp-inc,181408,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+Huey Harbage,4/8/1986,388-21-8945,34852,44,Local-gov,101950,Prof-school,15,Separated,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Wakefield Pottage,9/6/1957,680-67-4404,83201,59,Self-emp-not-inc,32537,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+Ninnette Pipe,3/5/1968,658-54-8846,9542,41,Private,209547,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tricia Croson,3/24/1958,846-96-3866,6380,21,Private,202373,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+Ethelbert Comberbach,12/29/1984,365-62-2857,23823,29,Self-emp-not-inc,151476,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,2174,0,40,United-States,<=50K
+Sebastian Hanaby,9/10/2011,382-70-1938,58330,51,Self-emp-not-inc,174824,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,8614,0,40,United-States,>50K
+Doll Ingarfield,3/24/1996,385-86-6223,40203,22,Private,138768,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Merrick Gasker,2/8/1986,383-48-1275,67125,49,Private,143482,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Torie Treversh,1/26/1998,539-82-4515,27511,53,Private,200190,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,80,United-States,>50K
+Candace Quare,11/5/1954,689-57-8496,23551,38,Private,168407,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,5721,0,44,United-States,<=50K
+Alistair Fochs,11/29/2005,169-81-4414,81426,23,Private,148315,Some-college,10,Separated,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Laurel De Vaux,7/16/1953,271-90-0513,31904,20,Private,270517,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,Mexico,<=50K
+Bonnie Yardley,1/4/1961,425-02-3535,77376,40,Private,53506,Bachelors,13,Divorced,Craft-repair,Own-child,White,Female,0,0,40,United-States,<=50K
+Emelina Hazlehurst,1/26/1970,873-20-3682,12794,25,Private,105693,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Far Gillyatt,12/18/1977,735-42-8417,31073,27,Private,189589,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ian Doodney,2/6/2010,668-68-6587,13102,20,Private,164574,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Rodie Gregon,6/6/1964,620-42-9260,49668,37,Private,185744,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,20,United-States,<=50K
+Noell Lidgertwood,9/5/2001,600-96-6431,1461,40,Local-gov,33155,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Mildrid Rallings,10/11/1950,495-74-8939,51319,28,Private,215955,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,40,United-States,>50K
+Prudi Skelcher,1/25/1966,618-49-8856,65273,38,Self-emp-not-inc,233571,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Liam Di Lucia,12/27/2010,653-85-4608,89352,42,Private,211253,Bachelors,13,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,United-States,<=50K
+Danyelle Butchart,11/23/1993,776-69-1486,73969,32,Federal-gov,191385,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Male,2174,0,40,United-States,<=50K
+Freddie Wanell,11/15/1968,342-13-5243,8312,20,Private,137895,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Thomasa Fitzhenry,4/15/1973,409-16-8289,90848,62,State-gov,159699,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,38,United-States,<=50K
+Genvieve Saywell,2/27/1963,781-87-2895,14759,31,Private,295922,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Donavon Robben,7/10/1961,704-16-5344,62021,31,Self-emp-not-inc,175856,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Jonah Cotterel,10/4/1988,238-69-7510,1734,24,Private,216129,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Ruprecht Faulkes,7/30/2008,798-02-3989,50793,62,Local-gov,407669,7th-8th,4,Widowed,Other-service,Not-in-family,Black,Female,0,0,35,United-States,<=50K
+Ranique Jerke,7/10/1986,791-42-6015,7587,43,Local-gov,214242,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Anabelle Concannon,8/31/1988,757-37-5199,59467,21,Private,285457,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,50,United-States,<=50K
+Dannye Ilyuchyov,5/30/1953,425-72-4150,13239,30,Self-emp-inc,124420,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,4650,0,40,United-States,<=50K
+Alessandra Cowp,3/17/1970,862-76-8158,52729,22,,246386,HS-grad,9,Never-married,,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Rea Conachy,11/4/2009,118-26-9020,64783,18,Private,142751,10th,6,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Maison Hadden,1/26/1961,335-87-7765,10126,59,Local-gov,283635,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rosamond Stoop,12/11/1974,822-29-7124,50348,24,Self-emp-not-inc,322931,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1902,40,United-States,>50K
+Ella Stuther,8/9/1963,542-07-6647,69678,49,Private,76482,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tadio Ellissen,4/12/1972,870-87-5105,79814,19,State-gov,431745,11th,7,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Cammi Hellyer,2/1/1986,544-27-1097,87328,48,Private,141944,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,4386,0,40,United-States,>50K
+Dorris Griffitts,12/30/1982,521-48-0782,52246,32,Private,193042,Prof-school,15,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+Chase Collinson,10/3/1963,838-15-5761,98900,33,Private,67006,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Opalina Hoonahan,10/8/1999,486-11-5960,22239,23,Private,240398,Bachelors,13,Never-married,Sales,Not-in-family,Black,Male,0,0,15,United-States,<=50K
+Caril Paik,5/11/2006,273-85-6698,16457,33,Federal-gov,182714,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,65,United-States,>50K
+Agretha Dunbleton,1/10/2000,579-09-8246,89213,50,Federal-gov,172046,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Cornelius Rawle,2/8/2004,313-55-4612,99976,30,Private,185177,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,43,United-States,<=50K
+Floria Gummoe,9/29/1979,591-72-8638,20060,32,Private,102858,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2002,42,United-States,<=50K
+Fitzgerald Casado,1/29/1958,469-40-7476,27416,39,Private,84954,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,2829,0,65,United-States,<=50K
+Otho Heaford,10/10/1985,447-37-3305,18621,21,Private,115895,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Shelden Ciobotaru,2/3/1980,893-58-0914,36705,23,Private,184589,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,21,United-States,<=50K
+Chariot Vignal,10/20/1957,356-87-2166,87146,32,Private,282611,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Catarina Tolworthy,7/4/1991,569-67-7867,63644,57,Private,218649,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Nickola Mabee,5/25/1991,101-76-2738,8794,22,State-gov,157541,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,10,United-States,<=50K
+Jacquelynn Moorman,6/12/2002,800-62-1394,77536,70,Private,145419,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,5,United-States,<=50K
+Tibold Moorwood,6/10/1959,218-37-3037,70472,34,Private,122616,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,84,United-States,>50K
+Edwin Angerstein,2/10/1958,492-90-9743,65976,53,Private,204584,Masters,14,Divorced,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dacey Yexley,12/13/1964,460-50-3795,7393,21,Private,117210,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,45,United-States,<=50K
+Rollin Bernhardi,12/28/1967,830-57-8483,83253,37,Private,69481,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Oswell Laydon,10/10/2009,531-92-3977,17114,60,Self-emp-not-inc,148492,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,50,United-States,>50K
+Dorella Mallan,8/24/1964,873-49-2256,24366,23,Private,106957,11th,7,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,14344,0,40,Vietnam,>50K
+Roby Suter,7/9/2002,141-68-5505,25630,32,Private,29312,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,>50K
+Gwenore Croley,2/1/2009,775-64-3863,83315,57,Private,120302,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Glynnis Dosedale,12/12/1984,598-20-5008,88054,65,,111916,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Isa Shotton,2/28/1998,563-33-0316,84816,25,Private,182227,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Kikelia Rogerson,9/3/1951,581-56-7680,43112,30,Private,219110,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,46,United-States,<=50K
+Hart Buttrick,3/7/1993,693-26-6763,16580,31,Private,200192,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,Germany,<=50K
+Kati Eliesco,9/4/1962,390-14-1648,7413,19,Private,427862,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Camellia Antao,8/2/1955,567-36-8044,19751,23,State-gov,33551,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,38,United-States,<=50K
+Krystalle Casaro,11/18/1997,244-22-9215,21857,44,Private,164043,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Sergei Neate,1/15/1975,154-22-3212,27585,43,,116632,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,45,United-States,>50K
+Clyve Champney,9/24/1974,418-05-5437,54863,42,Private,175133,Some-college,10,Never-married,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Olag Ardron,2/11/1975,503-66-9887,31277,34,Self-emp-not-inc,289731,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Langsdon Screwton,11/10/1951,757-63-9694,21236,32,Private,256362,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Dall Lidden,11/11/1982,775-90-7610,52781,25,Private,282612,Assoc-voc,11,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Dulcy Grabert,12/12/1985,649-81-8075,34366,21,Private,73679,Some-college,10,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Pauletta Penhale,2/9/1989,422-84-5258,1476,31,Private,237824,HS-grad,9,Married-spouse-absent,Priv-house-serv,Other-relative,Black,Female,0,0,60,Jamaica,<=50K
+Alard Keward,5/6/2002,396-54-8632,93269,36,Local-gov,357720,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jacob Eunson,9/23/2003,252-61-7662,82643,49,Self-emp-not-inc,155489,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,65,Poland,<=50K
+Thom Ruoss,6/18/1963,784-19-2140,26930,44,Private,138077,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,32,United-States,<=50K
+Gabey Brambell,5/30/1972,299-96-1432,13515,42,Private,183479,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Shermie McJerrow,8/30/1956,447-07-0070,27845,30,Private,103596,HS-grad,9,Never-married,Protective-serv,Not-in-family,White,Male,0,0,99,United-States,<=50K
+Caresse Garmanson,12/19/1972,456-30-7452,2514,33,Private,172304,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Stephen McKilroe,7/5/1998,752-83-2123,13061,36,Self-emp-not-inc,313853,Bachelors,13,Divorced,Other-service,Unmarried,Black,Male,0,0,45,United-States,>50K
+Roby Mackrill,11/14/1977,774-21-6824,27259,17,Private,294485,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,30,United-States,<=50K
+Fred Archambault,5/9/2000,495-26-5360,72728,20,Private,637080,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Shelly Attoe,1/26/1958,347-20-4575,42844,32,Private,385959,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,50,United-States,<=50K
+Gipsy Casassa,6/29/1985,339-57-8529,77628,33,Self-emp-not-inc,116539,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tarah Davidovsky,3/6/1983,606-39-7061,75986,37,Private,129263,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,60,United-States,<=50K
+Barbra Chessum,1/18/1971,523-42-5777,86756,60,Private,141253,10th,6,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Nevins Busse,1/3/1982,211-01-8401,1306,35,State-gov,35626,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,15,United-States,<=50K
+Engracia Kirkam,6/19/2008,180-74-9205,20870,43,Federal-gov,94937,Bachelors,13,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Elora Yesichev,5/29/2011,431-72-3767,73551,46,Private,220269,Some-college,10,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Darb Cumbes,8/5/1960,200-24-8607,97169,29,Self-emp-not-inc,169544,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,5178,0,40,United-States,>50K
+Balduin Ruperti,1/12/1996,867-27-1675,11233,36,Private,214604,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,42,United-States,>50K
+Garrard Klees,6/20/1991,696-09-9169,10801,27,Private,81540,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Emogene Halfhide,4/29/1954,176-93-6085,67615,50,Private,24013,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,84,United-States,>50K
+Everett Over,7/5/1983,684-76-8427,5372,22,Private,124940,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,0,0,44,United-States,<=50K
+Ingar Enga,11/28/2008,817-46-0921,71577,33,State-gov,313729,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Kahaleel McCluin,3/19/2009,172-93-3924,22825,61,Private,192237,10th,6,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Winny Barton,9/5/2000,320-08-3038,27034,28,,168524,Assoc-voc,11,Married-civ-spouse,,Own-child,White,Female,0,0,40,United-States,<=50K
+Galen Ever,11/25/2005,494-34-6823,1920,41,Self-emp-not-inc,113324,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,70,United-States,>50K
+Marc Danilishin,10/13/1958,525-89-2889,29045,22,Private,215477,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Frank Linke,5/27/1965,859-72-0491,6812,27,Private,199903,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ophelia Sweetnam,3/30/1986,184-63-5914,97634,25,Private,431861,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Starr Strutt,7/10/1953,307-79-3682,65323,32,Private,105938,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Black,Female,0,1602,20,United-States,<=50K
+Marris Fozzard,3/8/1976,514-11-1023,54893,28,Private,274679,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Leigha Oylett,11/7/2002,577-69-0931,41984,25,Private,177499,Bachelors,13,Never-married,Craft-repair,Own-child,White,Male,0,1590,35,United-States,<=50K
+Trixi Phear,2/8/2005,115-56-5466,3681,28,Private,206125,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Trudie Beardsell,2/5/1975,234-64-0037,13904,37,Local-gov,221740,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,>50K
+Philip Chatto,2/11/1991,533-63-7128,77583,58,Private,202652,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,37,United-States,<=50K
+Mile Clemmens,7/7/1958,699-97-3829,86921,39,Private,348960,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Giulia Leebeter,5/11/2008,526-38-4542,93176,33,Private,171876,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Phyllida Rottgers,12/15/1962,168-87-2350,19715,59,Private,157932,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Evangeline Knoles,1/1/1999,352-49-5046,49817,58,Private,201344,Bachelors,13,Divorced,Craft-repair,Own-child,White,Female,0,0,20,United-States,<=50K
+Deva Avory,12/4/1956,861-76-9119,86106,38,Private,354739,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,36,Philippines,>50K
+Shirlene Meiner,7/6/1963,231-55-2272,58629,34,Private,40067,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ax Oldis,10/9/2008,182-83-5813,35158,31,Private,326862,Some-college,10,Divorced,Craft-repair,Own-child,Black,Male,0,0,40,United-States,<=50K
+Benedicta Davitashvili,3/5/1988,817-96-0155,64801,48,Local-gov,189762,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Cecilia Caunter,11/17/1998,301-74-6896,92732,65,,149049,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Lynn Jerzyk,11/5/1987,203-06-9323,95077,45,Private,226246,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Nikolos Ivasyushkin,5/29/1980,274-64-6280,10141,80,,29020,Prof-school,15,Married-civ-spouse,,Husband,White,Male,10605,0,10,United-States,>50K
+Ariana Tomenson,7/25/1973,832-64-4231,96644,23,Private,38251,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Ruprecht Eddison,11/12/2005,229-86-9152,9192,33,Private,196385,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,>50K
+Ekaterina Fautly,5/10/1955,480-93-3915,98068,38,Self-emp-not-inc,217054,Some-college,10,Divorced,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Caty Forsaith,6/21/1952,830-55-3428,39153,44,Self-emp-not-inc,104973,Masters,14,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+Yevette M'cowis,10/14/1956,384-23-9936,1584,48,Local-gov,238959,Masters,14,Divorced,Exec-managerial,Unmarried,Black,Female,9562,0,40,United-States,>50K
+Ardenia Lonie,12/6/1961,340-59-1002,46924,40,State-gov,34218,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Marge Rottcher,2/8/1963,520-86-8403,54376,19,Local-gov,292962,HS-grad,9,Never-married,Craft-repair,Other-relative,Black,Female,0,0,40,United-States,<=50K
+Ty Tesoe,2/3/1962,806-50-6148,13596,45,Private,235924,Bachelors,13,Divorced,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Che Taylorson,6/1/1973,596-92-1160,83423,34,Private,98656,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Brandi Kupisz,1/21/1958,604-63-0043,16433,70,Private,102610,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,80,United-States,<=50K
+Bernardina Elnough,2/22/1967,170-17-2245,8440,32,Local-gov,296466,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Krystle Baskett,7/9/1987,169-42-8605,33426,33,Private,323069,Assoc-voc,11,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Shepperd Chettoe,12/30/1953,576-78-4146,20093,24,Private,184756,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Susette Gwyn,3/15/1996,547-83-7011,98111,30,Local-gov,233993,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,15,United-States,<=50K
+Rip Orwin,8/19/1954,454-67-1337,18986,22,Private,130724,Some-college,10,Never-married,Sales,Own-child,Black,Male,0,0,25,United-States,<=50K
+Lena Slee,7/20/1986,597-48-3080,55780,52,Self-emp-inc,181855,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Other,Male,99999,0,65,United-States,>50K
+Ronnie Nelm,8/2/1972,707-86-9610,27763,67,Self-emp-not-inc,127543,10th,6,Married-civ-spouse,Farming-fishing,Husband,White,Male,2414,0,80,United-States,<=50K
+Cissy Dot,9/27/1959,714-89-0281,53612,40,Private,187164,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1672,45,United-States,<=50K
+Joey Rushbrooke,5/4/1959,708-28-1356,49304,55,Private,113912,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,20,United-States,<=50K
+Bethanne Keetch,6/27/1970,778-71-5914,34908,29,Private,216479,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sianna Gallehawk,5/25/1980,484-52-6410,28440,62,Private,135480,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,16,United-States,<=50K
+Katine Whichelow,5/26/1962,311-91-1447,3921,22,Private,204160,HS-grad,9,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Doug Rosendall,2/4/1979,700-65-7119,83441,64,State-gov,114650,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Agna Szach,10/4/1962,634-18-6914,8788,29,Self-emp-not-inc,240172,Bachelors,13,Never-married,Exec-managerial,Other-relative,White,Male,0,0,50,United-States,<=50K
+Yovonnda O'Fergus,4/27/1994,318-02-7052,99683,28,Private,184831,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Carol Mathieu,9/30/2006,595-01-7244,74694,25,Private,124590,HS-grad,9,Never-married,Exec-managerial,Other-relative,White,Male,0,0,40,United-States,<=50K
+Celene Midgley,11/25/1957,157-57-7216,3327,47,State-gov,120429,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Annabelle Matches,7/13/1960,210-65-0833,41355,26,Private,202033,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Jermayne Wellum,5/27/1963,698-01-7674,52029,18,Private,156874,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,27,United-States,<=50K
+Cassey Giannasi,9/8/2009,689-55-9658,68569,52,Self-emp-inc,177727,10th,6,Married-civ-spouse,Sales,Husband,White,Male,4064,0,45,United-States,<=50K
+Whitney McWhannel,9/9/1996,549-10-4104,54215,48,Local-gov,334409,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,50,United-States,>50K
+Kirsten Fuentes,9/27/2009,220-02-3708,97602,36,Private,311255,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,0,0,40,Haiti,<=50K
+Ilario Filip,4/5/1989,882-84-0722,70016,23,Private,214227,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Lester Dundon,3/14/1993,708-52-4906,19767,41,Private,115849,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Carlota Jahnke,9/14/1951,229-60-6080,13598,56,State-gov,671292,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,>50K
+Hetti Dayce,9/10/1952,143-34-3798,74842,53,Private,31460,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Maynord Keasey,12/23/1970,193-26-6004,80578,26,Private,141824,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Korella Goldes,6/11/2012,425-07-5222,37347,22,Private,310152,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Sheree Cholton,2/24/1993,369-10-8468,89409,25,Private,179953,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,2597,0,31,United-States,<=50K
+Hammad Gagan,1/11/1977,184-58-2797,96928,31,Private,137952,Some-college,10,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,Puerto-Rico,<=50K
+Arv Hulles,11/6/1973,684-17-7607,72249,36,Private,103323,Assoc-acdm,12,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,2829,0,40,United-States,<=50K
+Clarie Newsome,1/4/1983,161-89-0998,12198,46,Private,174426,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Alyda Roby,6/3/1955,681-94-0182,44453,46,State-gov,192779,Assoc-acdm,12,Divorced,Adm-clerical,Unmarried,White,Male,0,2258,38,United-States,>50K
+Clarke Murford,1/23/1997,706-68-9264,56231,32,Private,169955,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,36,Puerto-Rico,<=50K
+Leonora Druitt,12/21/2010,138-85-8528,22929,43,Self-emp-not-inc,48087,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Yettie Rottery,10/31/1954,201-89-4389,57272,30,Private,132601,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,50,United-States,>50K
+Menard Queyeiro,11/11/1961,403-93-6929,21038,41,Self-emp-inc,253060,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,7688,0,45,United-States,>50K
+Germaine Inskipp,4/23/1975,198-70-3418,83813,50,Private,108435,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,99999,0,60,United-States,>50K
+Mohandis Santus,8/19/1985,726-45-7695,94446,37,State-gov,210452,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,38,United-States,<=50K
+Luciano Leyborne,6/22/1955,510-55-9128,69917,22,Local-gov,134181,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,50,United-States,<=50K
+Ingra Wandless,10/3/1982,323-18-2099,25882,51,Federal-gov,45487,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,80,United-States,<=50K
+Meaghan Aymerich,2/21/2001,561-73-4948,57317,47,Private,183522,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,Black,Female,0,0,40,United-States,>50K
+Lesli Washbrook,2/9/1974,476-01-8973,44668,40,Private,199303,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Katie Poland,2/14/1991,152-55-7332,25078,46,Private,83064,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Currey Robardey,11/10/1993,471-15-2686,75492,23,,134997,Some-college,10,Separated,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Nowell Bartoszewicz,3/17/2007,425-96-6290,51094,30,Private,44419,Some-college,10,Never-married,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Camellia Batisse,11/13/1968,792-10-1335,61284,27,Self-emp-not-inc,442612,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,65,United-States,>50K
+Carole Zavattari,1/25/1971,393-43-3848,38665,31,Local-gov,158092,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,35,United-States,<=50K
+Dara Brandes,11/30/1993,366-89-5936,35091,31,Private,374833,1st-4th,2,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,Mexico,<=50K
+Hoebart Wooddisse,6/15/1972,564-26-9246,16641,30,Private,112650,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Kit Hartman,12/20/2002,286-51-1227,94585,50,Local-gov,183390,Bachelors,13,Separated,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Addia Brockest,12/4/2007,228-88-0388,54803,27,Private,207418,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Annmaria Axtens,9/4/2007,894-10-3258,13227,22,,335453,Some-college,10,Never-married,,Own-child,White,Female,0,0,16,United-States,<=50K
+Raddy O' Flaherty,9/10/1962,184-61-0527,83093,29,Private,243660,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,>50K
+Laurette Micallef,7/30/1952,330-66-3087,96429,28,Private,54243,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Adair Pinfold,11/21/1976,540-20-5826,32191,54,Private,50385,Bachelors,13,Divorced,Exec-managerial,Not-in-family,Black,Female,0,0,45,United-States,>50K
+Cazzie Bonnin,7/22/1968,883-04-8258,44700,47,State-gov,187581,Assoc-voc,11,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,48,United-States,>50K
+Oliy Petruska,10/6/1967,301-08-7666,21887,34,Private,37380,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Octavius Physick,3/19/1995,358-06-0655,49788,26,Private,247025,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bunni Hales,11/14/2000,845-82-6967,87207,53,,29231,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+Lindie Whitecross,10/16/2010,487-52-8205,2810,23,State-gov,101094,Some-college,10,Never-married,Protective-serv,Own-child,White,Male,0,0,60,United-States,<=50K
+Elvyn Kerins,8/26/1967,552-35-5825,31812,42,Local-gov,176716,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Hewe Newvill,3/22/2000,110-94-5052,42618,36,Self-emp-not-inc,118429,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Estele Main,10/11/1955,268-93-8691,35764,52,Federal-gov,221532,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,45,United-States,>50K
+Clarabelle Snook,6/21/1982,637-84-5027,54663,22,,120572,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Dean Moulsdale,7/1/2001,137-44-8654,62545,27,Local-gov,124680,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Richart Whithalgh,8/28/1969,696-04-6797,51272,42,Private,153160,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Evita Curtin,6/13/2000,472-36-7967,79195,39,Private,114678,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,5455,0,40,United-States,<=50K
+Hercule Whiteoak,12/4/1956,153-21-2323,68605,49,State-gov,142856,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Creight Koche,12/19/1962,157-49-5123,95676,36,Private,29702,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,7688,0,40,United-States,>50K
+Gregoor Beckers,7/1/1999,764-13-8618,67988,20,Private,277700,Preschool,1,Never-married,Other-service,Own-child,White,Male,0,0,32,United-States,<=50K
+Melisse Klass,7/7/2011,483-52-2678,54450,55,Self-emp-inc,67433,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,<=50K
+Anallese Ledley,9/4/1953,392-63-7475,52255,47,Private,121124,9th,5,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Lorry Clowley,1/4/1984,103-50-8010,81679,33,Private,394447,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,33,United-States,>50K
+Sibyl Finnigan,12/27/1985,108-99-3479,87125,36,Private,79649,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+April Le Sarr,2/19/1972,563-76-6394,26815,39,Private,203763,Doctorate,16,Divorced,Prof-specialty,Unmarried,White,Female,0,0,80,United-States,<=50K
+Barri Waything,11/28/1993,692-53-0537,53267,55,Private,229029,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,48,United-States,>50K
+Kristy Verick,3/1/1978,619-61-6936,61485,21,,494638,Assoc-acdm,12,Never-married,,Own-child,White,Male,0,0,15,United-States,<=50K
+Lilith Hayhoe,12/31/1989,721-06-5042,82386,48,Private,162816,Assoc-acdm,12,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,45,United-States,<=50K
+Claudius Preator,9/19/1993,790-67-4542,99498,30,Private,109117,Assoc-voc,11,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,45,United-States,<=50K
+Arluene Miko,7/30/1956,788-39-2999,68943,24,Private,32732,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Bevan Robbings,7/4/1952,668-39-1357,45781,57,Self-emp-not-inc,217692,HS-grad,9,Widowed,Craft-repair,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Orson Devanny,12/9/1999,291-93-0940,30462,20,Private,34590,Some-college,10,Never-married,Farming-fishing,Own-child,White,Male,0,0,60,United-States,<=50K
+Grissel Rooson,4/2/2008,656-34-1737,1379,18,,276864,Some-college,10,Never-married,,Own-child,White,Female,0,1602,20,United-States,<=50K
+Bride Giddings,12/15/1950,786-32-6625,86779,56,Private,168625,HS-grad,9,Divorced,Prof-specialty,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+Lorry Roder,11/10/1977,757-42-1810,66055,36,Private,91037,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Nicolais Jinkinson,2/10/1966,415-55-3095,96393,44,Private,171484,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Louis Claricoates,5/18/1971,892-46-2634,34710,57,Private,200453,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,40,United-States,>50K
+Adiana Davison,5/8/1992,629-23-1025,31487,57,Private,36990,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,52,United-States,<=50K
+Paddie MacGaffey,5/10/1998,611-92-6801,5008,33,Private,198211,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,<=50K
+Evangelina Gillice,6/13/1966,687-54-4184,78510,61,,30475,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,>50K
+Anitra Erasmus,6/16/2007,578-87-4109,60741,39,Private,70995,Bachelors,13,Married-civ-spouse,Transport-moving,Husband,White,Male,15024,0,99,United-States,>50K
+Barty Pratty,8/16/1988,530-31-1511,749,28,Private,245790,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Jeane Duerden,7/17/1982,520-39-1785,62666,31,Private,273324,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,1721,16,United-States,<=50K
+Marquita Hulburd,7/21/2012,268-39-7237,57184,60,Private,182687,Assoc-acdm,12,Divorced,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Cyb Reubens,7/31/2007,464-15-8729,41118,36,Local-gov,247807,Assoc-voc,11,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+Ches Jacqueminot,7/22/1996,200-62-4236,96588,58,Private,163113,HS-grad,9,Widowed,Sales,Not-in-family,White,Female,0,0,35,United-States,>50K
+Ashton McLoney,7/9/1986,327-81-7968,48482,50,Private,180522,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Aubrie Beert,3/4/1977,771-84-4456,88589,23,Local-gov,203353,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,12,United-States,<=50K
+Theodor Aery,2/8/1994,128-57-3224,22179,30,Private,87469,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Edlin Ficken,1/13/1982,494-94-8528,47934,20,,216563,11th,7,Never-married,,Other-relative,White,Male,0,0,40,United-States,<=50K
+Berty Beasleigh,8/12/1977,627-42-6390,33917,90,Private,87372,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,72,United-States,>50K
+Janie Golton,5/2/1968,807-81-5404,31859,49,Local-gov,173584,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Kali Asgodby,7/13/1977,354-82-0898,50993,47,Local-gov,80282,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3137,0,40,United-States,<=50K
+Ursula Ewell,3/24/1956,272-43-7751,91478,34,Private,319854,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,Taiwan,>50K
+Blanca Crielly,3/25/2012,528-89-9887,13995,37,Federal-gov,408229,HS-grad,9,Divorced,Tech-support,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gay Titt,11/28/1990,585-55-6708,93031,25,Private,431307,10th,6,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,50,United-States,<=50K
+Earle Coper,2/28/1975,856-57-9276,89902,37,Private,134088,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Leicester Kingham,10/16/1950,346-91-6862,84974,47,Private,246396,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Mexico,<=50K
+Rora Fogarty,2/27/1961,643-89-4358,15322,34,Private,159255,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Corey Bishop,3/9/1982,552-31-4247,2239,34,Private,106014,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Betta Flores,9/16/2002,409-60-7604,89026,35,Private,186934,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,50,United-States,>50K
+Errol Jillins,8/20/1980,872-36-1236,52184,39,Private,120130,Some-college,10,Separated,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Helen-elizabeth Brosh,2/27/1958,498-67-2010,98305,32,State-gov,203849,7th-8th,4,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,19,United-States,<=50K
+Arabele Berkery,7/7/1954,162-89-4838,85530,24,Private,207940,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,30,United-States,<=50K
+Ilario Ebsworth,3/22/1956,283-11-4921,28741,28,Private,302406,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Darb Appleton,11/3/1965,471-70-5009,53823,41,Self-emp-not-inc,144594,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2179,40,United-States,<=50K
+Monro Dubarry,10/3/2008,301-08-8323,5276,69,,171050,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,9,United-States,<=50K
+Tammy Moxted,2/27/2004,267-61-5642,92534,32,Private,459007,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,90,United-States,<=50K
+Kristopher Newens,5/31/1989,668-42-1431,71664,58,Private,372181,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,>50K
+Leelah Vokes,9/27/1951,363-18-6765,43773,47,Self-emp-not-inc,172034,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,75,United-States,>50K
+Oriana Benzi,8/25/1977,446-50-6147,63036,41,Private,156566,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,50,United-States,>50K
+Phebe Duplock,2/1/1981,146-43-7381,32476,35,Self-emp-inc,338320,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Mufinella Haughton,11/7/1971,129-84-5362,58826,24,Private,353696,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,Canada,<=50K
+Sonnie Stoltz,3/5/1995,736-20-0556,47015,46,Self-emp-not-inc,342907,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,60,United-States,>50K
+Graham Chinge de Hals,6/10/1993,502-55-9106,10108,69,Self-emp-inc,169717,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,6418,0,45,United-States,>50K
+Emlen Petyankin,6/3/1983,406-63-5538,34305,22,Private,103762,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,United-States,<=50K
+Tobe Dyte,1/8/1960,785-80-6200,3286,36,State-gov,47570,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Saunderson Amey,3/17/1969,275-20-7162,14237,31,Private,119432,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Almire Henzley,6/8/1985,732-50-0500,97564,23,Local-gov,144165,Bachelors,13,Never-married,Prof-specialty,Own-child,Amer-Indian-Eskimo,Male,0,0,30,United-States,<=50K
+Keriann Skipsea,12/29/1958,392-51-1090,39750,35,Private,180647,Some-college,10,Never-married,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Sammy McKimmey,12/13/1956,787-57-0182,1557,37,Local-gov,312232,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,5178,0,40,United-States,>50K
+Zaneta Reiglar,10/15/1962,163-01-2460,30360,35,State-gov,150488,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Wylie Gerry,12/29/1954,298-89-6260,72650,18,Private,200876,11th,7,Never-married,Transport-moving,Own-child,White,Male,0,0,16,United-States,<=50K
+Hercule Parsons,4/26/1975,552-44-8048,59028,43,Private,188199,9th,5,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+Mile Groombridge,1/13/2011,438-67-6091,47720,53,State-gov,118793,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Jephthah Dowdell,10/13/1996,330-71-6889,58082,54,Local-gov,204325,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,52,United-States,<=50K
+Carlyle Simanek,1/24/1958,285-78-7466,17005,29,Private,256671,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Broddie Snowden,3/4/1972,663-17-9764,13914,46,Private,231515,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,47,Cuba,<=50K
+Wilt Dary,1/3/1956,658-03-0118,50926,24,Private,100669,Some-college,10,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+Vasili Dicey,12/7/1990,499-95-0360,33815,30,Private,88913,Some-college,10,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Suellen Lipson,2/19/1989,359-93-6297,66150,23,Private,363219,Some-college,10,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,6,United-States,<=50K
+Fraser Grayshan,5/27/1999,470-58-9585,56772,27,,291547,Bachelors,13,Married-civ-spouse,,Not-in-family,Other,Female,0,0,6,Mexico,<=50K
+Sophey Keasy,11/16/1994,767-84-1533,50490,36,Private,308945,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Bart Spenceley,7/23/1952,563-32-2121,81257,38,Self-emp-not-inc,100316,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,35,United-States,<=50K
+Sheree Dominka,1/29/1979,634-01-8309,52177,33,Private,296453,Masters,14,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,15,United-States,<=50K
+Alasteir Knappett,10/3/1960,729-60-8695,21540,66,Private,298834,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,Canada,<=50K
+Monique Neno,1/13/1975,726-04-1514,68291,45,Self-emp-not-inc,188694,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Robenia Hearnden,9/7/1974,393-53-3930,80447,68,,29240,HS-grad,9,Widowed,,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Giacomo Legat,8/16/1981,182-08-6479,35874,37,Private,186934,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,15024,0,60,United-States,>50K
+Horton Kinig,3/31/1982,511-05-5311,28121,17,Private,154908,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,10,United-States,<=50K
+Peg Dalglish,9/27/1994,439-78-9356,29546,31,Private,22201,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,0,0,40,United-States,>50K
+Thekla Clemenzo,4/23/1979,479-12-5730,18545,46,Private,216999,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,United-States,>50K
+Leon Heckney,10/24/1978,225-83-1985,63172,40,Private,186916,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Rosmunda Snedden,10/27/1962,189-83-8548,13144,34,Private,116677,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Janot O'Hearn,4/4/2000,714-48-1544,43501,56,Private,95763,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Fanya Clemenza,7/10/1976,234-62-8645,35402,42,Private,266710,Some-college,10,Separated,Adm-clerical,Unmarried,Black,Female,0,0,41,United-States,<=50K
+Shirline Rizzelli,7/12/1983,590-13-9703,61308,46,Private,117849,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Briggs Willson,7/30/1983,488-48-1911,29790,30,Private,242460,HS-grad,9,Separated,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Wilie Bowfin,6/5/1956,620-46-7606,8542,33,Self-emp-not-inc,202729,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Jess Mc Ilory,2/8/1981,627-64-5944,70015,47,Private,181652,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Moise Powys,3/29/1972,880-86-8894,86048,57,Self-emp-not-inc,174760,Assoc-acdm,12,Married-spouse-absent,Farming-fishing,Unmarried,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Ivory Adlard,12/10/1997,633-39-0046,76528,34,Private,56121,11th,7,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Aurea Griffith,10/6/1975,598-69-2082,80592,40,Private,390369,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Lynna Mapstone,11/19/1955,380-49-1645,82065,33,Private,149726,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Arlette Blodg,2/10/1973,527-63-0719,3931,22,Private,51262,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Sherwin Greaterex,1/23/2011,246-96-8269,70079,29,Private,190350,12th,8,Never-married,Other-service,Unmarried,Black,Female,0,0,35,,<=50K
+Courtney Strover,8/18/1978,646-71-2636,28336,53,Federal-gov,205288,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,7688,0,35,United-States,>50K
+Valentijn Macrae,10/4/1953,647-43-8795,3723,36,Private,154835,HS-grad,9,Separated,Adm-clerical,Own-child,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Paulie Eakins,1/15/1993,130-35-2220,35414,45,Private,89028,HS-grad,9,Divorced,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,10520,0,40,United-States,>50K
+Dolley Passman,9/9/2002,675-17-0988,31667,36,Private,194630,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Vivyan Syne,4/13/1965,415-55-5436,78741,18,Self-emp-not-inc,212207,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,11,United-States,<=50K
+Marika Alexandersen,7/20/1953,146-97-7333,27549,27,Private,204788,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Nickie Giraudou,9/17/2008,855-46-6353,10557,30,Private,158688,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Shelbi Coldman,2/1/1958,124-87-4079,97435,34,Private,97723,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Mandi Strutley,9/11/1975,210-02-9536,34051,36,Private,193026,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Lani Postans,4/29/2000,310-53-8834,46733,36,Self-emp-not-inc,257250,7th-8th,4,Never-married,Farming-fishing,Own-child,White,Male,0,0,75,United-States,<=50K
+Dame Haughian,12/3/2000,889-49-0820,53816,48,Private,355978,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Reagen Klein,5/14/1987,836-03-7221,84381,41,Self-emp-not-inc,200574,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+Hermina Ley,9/16/1956,104-97-5252,72624,21,Private,376929,5th-6th,3,Never-married,Priv-house-serv,Not-in-family,White,Female,0,0,40,Mexico,<=50K
+Ashlie Ganders,6/1/1983,464-58-8915,45372,47,State-gov,123219,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,38,United-States,>50K
+Nataniel Artus,10/8/1999,188-79-1111,50051,41,Private,82778,1st-4th,2,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+Zachery Beeching,8/26/1973,474-07-2454,61883,61,Self-emp-not-inc,115882,1st-4th,2,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Brnaby De Bruijn,2/4/1962,309-37-6613,75778,64,Private,103021,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Norrie Isted,2/6/1953,265-24-5967,5572,35,Private,297767,Some-college,10,Separated,Adm-clerical,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Lucius Arnely,1/21/1952,856-89-1159,47904,44,Private,259479,HS-grad,9,Divorced,Transport-moving,Unmarried,White,Male,0,0,50,United-States,<=50K
+Amara Pierson,2/2/1997,132-50-0899,59090,20,Private,167787,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Aurie Ricardon,10/30/1995,217-59-2156,9442,23,Local-gov,40021,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,70,United-States,<=50K
+Garrard Thew,10/28/1976,399-02-8101,52961,52,Private,245275,10th,6,Married-civ-spouse,Other-service,Wife,White,Female,0,0,35,United-States,<=50K
+Marrilee Gilman,8/17/1995,204-08-7725,15836,43,Private,37402,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Chris Mauvin,7/9/1987,557-25-6307,12563,32,Private,103608,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Bogart Howland,7/29/1997,257-67-1106,96330,63,Private,137192,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Matthiew Colliford,2/13/1966,213-74-0615,52344,29,Private,137618,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,41,United-States,>50K
+Jerrine Kendall,5/3/1964,629-85-1477,71468,42,Self-emp-inc,96509,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,60,Taiwan,<=50K
+Marthena Bewicke,5/7/2011,192-57-8929,23411,65,Private,196174,10th,6,Divorced,Handlers-cleaners,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Conroy Tivolier,6/21/1985,561-42-0478,91743,24,Private,172612,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Lothario Cutajar,7/3/1992,213-08-0258,51034,42,Private,141186,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,40,United-States,<=50K
+Wadsworth Bremley,8/27/1979,205-35-9931,17825,35,Private,228190,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Hunt Wintringham,2/15/1956,537-26-6096,75443,40,Self-emp-inc,190290,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,,>50K
+Merrielle Burris,1/12/1957,101-01-6994,34374,38,Federal-gov,307404,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Krysta Gyorffy,3/22/1958,407-04-5842,61593,26,Private,152436,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Waylon Sanbroke,8/27/1980,708-71-0844,41531,46,Self-emp-not-inc,182541,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,1672,50,United-States,<=50K
+Johan Gantzer,10/29/1957,367-56-9166,23352,39,Private,282153,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Wally Dodswell,8/3/1988,472-39-4349,11688,29,,41281,Bachelors,13,Married-spouse-absent,,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Cornell Ginity,9/5/1992,699-78-8694,73175,42,Private,162003,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,36,United-States,>50K
+Sanson Silvester,11/6/1982,631-73-9800,93718,36,Private,190759,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Tammie Swinfen,5/18/1957,588-56-2146,34953,26,Private,208122,Some-college,10,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Catlin Waddoups,5/16/1982,801-04-7111,27162,57,Private,173832,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,40,United-States,>50K
+Netty Mahy,11/11/1995,859-25-0688,87661,55,Private,129173,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Chaddy Beceril,7/8/1967,486-90-4833,78675,35,Private,287548,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Ginger Calbert,4/18/2010,733-34-6459,88007,41,Private,216116,HS-grad,9,Separated,Adm-clerical,Unmarried,Black,Female,0,0,40,,<=50K
+Thibaut O'Currigan,1/7/1965,255-10-5916,84573,24,Private,146706,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Federico Korejs,12/7/1961,816-18-6341,86141,47,Private,285200,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Cinda Duddin,11/14/1986,553-59-2494,29763,34,Self-emp-inc,314375,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Jonah Paslow,3/9/1954,594-33-7164,52833,44,Private,203943,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,35,United-States,>50K
+Jerry Muttitt,6/9/1967,777-02-5177,30057,18,,274746,HS-grad,9,Never-married,,Unmarried,White,Female,0,0,20,United-States,<=50K
+Rudy Lawful,3/6/1991,675-65-1752,9694,27,Private,517000,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Julianne Vitler,1/7/1974,736-78-5376,89978,36,Private,66173,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Budd Kerfut,11/12/2006,346-41-0263,6292,21,Private,182823,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,0,30,United-States,<=50K
+Ax Zanicchi,4/19/1990,466-54-8937,18382,29,Private,159479,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Other,Male,0,0,55,United-States,<=50K
+Belinda Templar,10/6/1996,587-36-5889,13825,25,Private,135568,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Frasquito Puddicombe,12/9/1963,753-26-5364,33039,73,Private,333676,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Tallou Roggerone,9/6/2011,353-91-6080,50776,45,Private,201699,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Matti Pittson,9/11/1984,142-61-0336,93669,28,Private,96020,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,50,United-States,>50K
+Garv Favela,10/16/2011,747-50-8343,45189,43,Private,176138,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Benni Atcock,12/18/1999,447-36-2305,12812,47,Private,47496,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,42,United-States,<=50K
+Lannie Reubel,9/23/1982,609-99-3501,46895,20,Private,187158,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+Nikolai Speenden,10/5/1992,518-20-6892,43177,22,Private,249727,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,20,United-States,<=50K
+Giffer Jobey,8/19/2002,687-38-5439,20796,76,Self-emp-not-inc,237624,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,10,United-States,<=50K
+Coleman Death,1/14/2000,550-53-4055,98058,24,Private,175254,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Kippar Whistlecroft,8/7/1998,448-79-1497,86047,54,Self-emp-not-inc,42924,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Traver Perazzo,11/7/1955,723-65-7588,19773,30,Private,205950,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Karim Rolf,9/9/1984,311-27-2943,39499,33,Private,111985,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,58,United-States,<=50K
+Fabien Oldroyde,11/11/2007,200-69-1004,62740,30,Private,167476,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Ab Bonanno,7/6/1983,864-46-2338,93362,40,Private,221172,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Hillel McGrory,4/5/1971,548-37-0208,88410,27,,188711,Some-college,10,Divorced,,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Lissy Gregg,11/5/2002,365-82-6612,67015,49,Private,199448,Assoc-voc,11,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Camile Lepick,12/11/1983,282-89-1248,99598,30,Private,313038,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Chelsea Vakhlov,7/4/2000,279-50-7608,4908,22,Private,148431,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+Genevra Amburgy,12/20/1970,354-59-7925,64412,19,Private,112432,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,58,United-States,<=50K
+Jeri Walworche,11/26/1951,662-42-3060,82731,46,Private,57914,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Lorita Acom,7/25/1967,764-96-2965,34978,51,Private,145166,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,50,United-States,<=50K
+Giacopo Duncan,10/14/1982,739-44-5118,94698,56,Private,247119,7th-8th,4,Widowed,Machine-op-inspct,Unmarried,Other,Female,0,0,40,Dominican-Republic,<=50K
+Sanson Fedder,8/9/2002,563-11-3983,40929,53,Private,196278,Some-college,10,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Vilma Rickson,3/1/1986,326-46-4660,58513,60,,366531,Assoc-voc,11,Widowed,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reider De La Haye,9/6/1988,418-09-5398,93125,27,Private,216481,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Pennie Spurritt,6/19/2000,797-55-9218,89848,46,Private,188027,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Annadiane Vigietti,2/21/1994,601-84-7536,89041,37,Private,66686,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Pepillo January 1st,6/12/1951,229-84-6198,44169,41,Private,74775,Bachelors,13,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,30,Vietnam,<=50K
+Gabi Bermingham,9/30/2011,160-85-3700,95532,65,,325537,Assoc-voc,11,Married-civ-spouse,,Husband,White,Male,0,0,50,United-States,>50K
+Wally Andrioletti,7/22/2002,865-67-4438,24302,30,Self-emp-not-inc,250499,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,55,United-States,>50K
+Korey Delacroux,2/23/1992,166-62-7355,80395,57,Self-emp-not-inc,192869,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,72,United-States,<=50K
+Willey Knowler,4/15/1981,229-83-8218,94255,44,Self-emp-inc,121352,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Tobey Malenoir,11/5/1982,494-56-4622,36457,32,Self-emp-not-inc,70985,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,4064,0,40,United-States,<=50K
+Wynne Mapston,8/12/1990,408-46-7238,68944,27,Self-emp-not-inc,123116,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Arni Ineson,3/22/1993,207-04-8420,99411,57,Local-gov,339163,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Ann Giff,3/15/1974,205-12-9107,36502,59,Self-emp-not-inc,124771,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,30,United-States,<=50K
+Kenna Astman,7/2/2008,680-94-8198,33027,32,Private,167531,Prof-school,15,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,15024,0,50,United-States,>50K
+Gerri D'Almeida,1/24/1978,888-45-1562,10113,90,,77053,HS-grad,9,Widowed,,Not-in-family,White,Female,0,4356,40,United-States,<=50K
+Karoly Culy,8/3/1966,505-47-6774,82227,22,Private,199266,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Leonerd Essame,12/30/1995,455-14-9852,11716,39,Private,190728,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Sascha Ansett,1/23/1997,713-74-9969,50387,43,Private,99212,Assoc-voc,11,Married-civ-spouse,Exec-managerial,Husband,White,Male,3103,0,48,United-States,>50K
+Berte Lening,2/24/2001,144-71-3191,28116,38,Local-gov,421446,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Black,Male,0,0,50,United-States,>50K
+Zonda Lovel,2/25/1955,366-96-2240,7957,61,Private,215944,9th,5,Divorced,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Marlene Stovine,9/7/1998,783-49-7230,28443,24,Private,72310,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,43,United-States,<=50K
+Luce Stuckey,8/7/1982,201-57-8440,57824,25,Private,57512,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Eloisa Pounds,8/27/1995,610-06-6076,90861,44,Private,89413,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Faunie Baglan,2/6/1974,644-59-3810,83171,55,Local-gov,28151,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,>50K
+Marisa MacTurlough,5/11/1982,892-93-6587,86696,90,Private,46786,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,9386,0,15,United-States,>50K
+Britni Jirsa,10/4/1961,634-92-0885,61722,30,Private,226943,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Ravi Sandys,5/29/1959,411-79-0818,7332,44,Private,182402,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Nicholas Syrett,9/18/1979,759-88-9519,90580,36,Private,305352,10th,6,Divorced,Craft-repair,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Millisent Zipsell,9/5/1993,823-62-1592,57264,63,Self-emp-inc,189253,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Harris Perello,10/27/1983,619-23-8109,43709,60,Private,296485,5th-6th,3,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Denver Grealish,4/3/2004,839-03-0558,51984,34,Self-emp-not-inc,204375,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,60,United-States,>50K
+Teodora Du Pre,3/19/1977,885-67-6268,8083,49,Self-emp-not-inc,249585,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+Annaliese Pharoah,11/23/1954,264-08-3413,34503,47,Private,148995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+Ulric Benezet,11/9/1982,101-45-5867,64618,42,Self-emp-inc,168071,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,43,United-States,>50K
+Annelise Calcut,9/6/1951,758-10-9173,94479,53,Private,194995,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,Italy,<=50K
+Kippar Dormand,6/5/1973,551-24-7724,18771,23,Private,211049,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,4101,0,40,United-States,<=50K
+Laurel Menier,9/25/1967,405-13-1879,99861,28,,196630,Assoc-voc,11,Separated,,Unmarried,White,Female,0,0,40,Mexico,<=50K
+Baxie Veldens,6/6/2006,409-98-0376,51038,20,Private,50397,Some-college,10,Married-civ-spouse,Sales,Husband,Black,Male,0,0,35,United-States,<=50K
+Sharai Swainsbury,10/1/2006,859-43-9306,55661,43,Private,177905,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,3908,0,40,United-States,<=50K
+Baxie Baudy,2/8/1972,136-40-1948,59002,32,Private,204374,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1977,60,United-States,>50K
+Chet Egiloff,8/14/1966,436-28-0621,4986,43,Private,60001,Bachelors,13,Divorced,Sales,Unmarried,White,Male,0,0,44,United-States,>50K
+Dani Haberfield,7/11/2002,277-54-2524,48515,31,Private,223046,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Martita Blunkett,9/11/1995,724-58-0688,32607,29,,44921,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,<=50K
+Damien Klemt,10/22/1993,168-90-0268,24472,24,Private,154571,Some-college,10,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,0,0,20,United-States,<=50K
+Shelby Borer,11/13/1997,460-41-7191,94791,39,Private,67136,Assoc-voc,11,Separated,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Beverlee Milton,3/14/1961,673-49-4511,53263,29,Private,188675,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Black,Male,0,0,40,Jamaica,>50K
+Liv Riggott,12/8/2000,206-88-5390,76024,20,Private,390817,5th-6th,3,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,25,Mexico,<=50K
+Keelby Muldoon,3/12/1976,361-15-1517,963,23,,145964,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Maybelle Langelay,3/21/1974,469-63-4710,27096,42,Private,30424,11th,7,Separated,Other-service,Unmarried,White,Female,0,0,38,United-States,<=50K
+Cob Darthe,8/8/1970,509-92-6512,7191,53,Private,548361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nicolina Warters,9/13/1975,837-05-6268,66287,20,Private,189148,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,48,United-States,<=50K
+Alair Cunnah,1/16/1983,401-87-4487,13224,58,Self-emp-not-inc,266707,1st-4th,2,Married-civ-spouse,Transport-moving,Husband,White,Male,0,2179,18,United-States,<=50K
+Roana Carlens,4/9/1951,297-01-2933,87963,51,Self-emp-not-inc,311569,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Joane Huncote,9/1/1970,822-68-3294,97920,25,Private,187653,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Mayer Lodwig,1/22/1998,294-37-0027,39383,38,Private,235379,Assoc-acdm,12,Never-married,Prof-specialty,Unmarried,White,Female,0,0,36,United-States,<=50K
+Jacynth Wildblood,7/25/1951,661-79-1250,88622,41,Private,188615,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Gloriane Mattaus,2/5/1985,421-10-7767,71229,58,Private,322691,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Valentina Cruddas,6/20/1986,371-99-5639,7859,25,Private,184698,10th,6,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,Dominican-Republic,<=50K
+Justus Dockrell,12/12/1984,551-99-2231,94737,50,Private,144361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Gabbey Konzel,11/29/1969,783-45-1690,45489,32,Private,130057,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Tawsha Louedey,12/17/1976,251-18-6343,40453,31,Self-emp-inc,117963,Doctorate,16,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Joella Islip,12/29/1974,701-02-3204,49971,22,Private,123876,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Curt Zarb,3/6/1969,861-66-0296,72345,37,Private,248445,HS-grad,9,Divorced,Handlers-cleaners,Other-relative,White,Male,0,0,40,El-Salvador,<=50K
+Zarah O'Loughlin,6/3/1989,264-53-4268,23972,32,Private,207172,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,40,United-States,<=50K
+Patrizius Paylor,11/16/1968,799-36-6082,14260,46,State-gov,119904,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Female,0,1564,55,United-States,>50K
+Allayne Blinerman,9/9/2007,835-36-2151,49850,62,Private,134768,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Ariela Longthorne,1/9/1967,504-67-2078,39072,40,Local-gov,269168,HS-grad,9,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,,<=50K
+Hephzibah Clampin,3/5/1966,814-98-1906,22948,56,Private,132026,Bachelors,13,Married-civ-spouse,Sales,Husband,Black,Male,7688,0,45,United-States,>50K
+Sheridan Skeggs,2/15/2010,627-31-9626,98240,37,Private,60722,Some-college,10,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Japan,>50K
+Connor Bleasdale,3/15/1956,254-72-5657,74647,41,Private,648223,1st-4th,2,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,0,0,40,Mexico,<=50K
+Thomasin Staterfield,12/4/1951,474-96-5707,89370,56,Private,298695,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Eustace Baus,5/28/2012,770-15-7670,77552,20,Private,219835,Some-college,10,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Cassandry Arkwright,1/28/1973,864-75-9338,34433,34,Self-emp-not-inc,313729,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Wallas Gonnelly,2/6/1976,840-43-9781,7075,45,Private,140644,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Andres Nyssen,10/26/2004,258-75-5946,53654,30,Private,203488,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Donaugh Cothey,11/13/2006,146-86-9322,26923,51,Self-emp-not-inc,132341,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Prince Deegan,11/8/1950,746-54-3643,84374,27,Private,161683,11th,7,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,42,United-States,<=50K
+Mair Trustey,9/8/2006,291-23-2742,70502,38,Private,312771,Assoc-voc,11,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Helaina Well,12/20/1983,835-95-4171,25517,39,Private,258102,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+Bevon Bricham,4/1/1980,675-21-9870,8374,57,,24127,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Cointon Willatt,11/25/2006,850-52-7842,37781,47,Private,254367,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Cookie Courtliff,1/7/1997,780-19-1055,18773,77,,185426,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Fifine Arrundale,9/12/1969,844-17-9898,27077,43,Private,152629,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Staffard O'Shevlin,4/10/2010,803-25-4997,49159,46,Local-gov,141058,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,<=50K
+Raynard Alltimes,6/26/1984,131-58-7189,45739,41,Private,233130,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Florence Klaff,3/12/1997,876-25-4931,26025,20,Private,406641,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Lucho Foster-Smith,8/4/1986,564-46-7803,34528,30,State-gov,119422,10th,6,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Gabriel Peracco,5/26/1987,602-47-6049,99235,30,Private,255486,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,25,United-States,<=50K
+Kendre Tarney,12/13/1996,264-40-3109,62110,22,Private,161532,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,35,United-States,<=50K
+Amandie Mellmer,11/29/1958,392-38-0142,42496,25,Private,75759,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,44,United-States,>50K
+Cristine Gascoigne,7/20/1985,276-42-6898,98014,18,Private,163332,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,22,United-States,<=50K
+Neala Nowakowski,3/31/2012,646-01-4648,6950,28,Private,103802,Bachelors,13,Never-married,Exec-managerial,Own-child,White,Female,0,1408,40,,<=50K
+Dollie Murtimer,11/4/1979,229-81-4704,59929,50,Private,34832,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,15024,0,40,United-States,>50K
+Yorke Creswell,5/2/2006,140-77-8309,81025,28,Private,37933,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Female,0,0,48,United-States,<=50K
+Marius Rey,1/12/2010,754-11-6076,65630,21,Private,165107,Some-college,10,Never-married,Priv-house-serv,Own-child,White,Female,0,0,40,United-States,<=50K
+Gabriel Spiaggia,8/16/1985,375-15-8865,80031,37,Private,126011,Assoc-voc,11,Divorced,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Ned Habble,4/23/1992,489-97-3809,25294,28,Federal-gov,56651,Bachelors,13,Never-married,Prof-specialty,Own-child,Black,Female,0,0,40,United-States,<=50K
+Juliana Gorst,7/2/1977,452-42-2976,67748,23,Private,522881,5th-6th,3,Married-civ-spouse,Other-service,Husband,White,Male,0,0,35,Mexico,<=50K
+Brett Quaife,9/15/1963,174-83-5624,49417,32,Private,191777,Assoc-voc,11,Never-married,Exec-managerial,Not-in-family,Black,Female,0,0,35,England,<=50K
+Massimo Parkman,1/15/2004,543-40-3627,87691,27,Private,132686,12th,8,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,50,United-States,<=50K
+Laurette Canti,7/25/1982,781-94-8713,13236,55,Private,201112,HS-grad,9,Divorced,Prof-specialty,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Cly Bernardin,1/14/1972,481-80-1120,48810,44,Private,174283,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Ferne Aked,2/10/2011,661-06-8843,55450,25,Private,208591,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Gualterio Chesson,12/24/1987,866-94-2837,36400,29,Private,126399,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+Shelby Ffrench,5/31/1991,570-33-0500,46997,50,Private,142073,HS-grad,9,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Yank Ravilious,1/28/2011,213-25-2789,33866,18,Private,395567,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Kori Blacker,5/17/2010,746-26-2923,96798,74,Private,180455,Bachelors,13,Widowed,Other-service,Not-in-family,White,Female,0,0,8,United-States,<=50K
+Glynnis Devonport,12/5/2003,503-85-5642,60828,22,Private,235853,9th,5,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Guillema Griniov,1/10/1964,580-99-2343,44222,27,Private,160731,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Giuseppe Bewley,8/13/2003,649-91-9119,93980,27,State-gov,31935,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,80,United-States,<=50K
+Angie Church,2/28/1996,547-54-4893,50419,41,Private,35166,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,15024,0,50,United-States,>50K
+Violette Kilmurry,9/1/1954,173-61-9587,47836,24,Private,161092,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,7298,0,40,United-States,>50K
+Doris Lawford,11/9/1954,571-72-6442,51154,23,Private,223019,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Timmy Lewsam,3/8/1997,548-74-0371,29567,34,Self-emp-not-inc,179673,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,7688,0,60,United-States,>50K
+Judy Pohl,1/19/2008,177-06-7344,73463,46,State-gov,248895,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Wilmar Attewill,3/30/1953,659-16-3004,39493,32,Private,200323,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Ramsey Rooney,4/9/1974,872-56-9713,96740,41,Private,230020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Other,Male,0,0,40,United-States,<=50K
+Christean Spurrior,5/4/2000,669-13-2349,81901,29,Private,134890,Assoc-voc,11,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,>50K
+Killian Debrett,7/30/1966,280-96-7052,93542,48,Private,162096,9th,5,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,0,0,45,China,<=50K
+Antonina Blance,10/12/1979,602-42-8582,13939,51,Private,103824,HS-grad,9,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,Haiti,<=50K
+Dorelia Gyles,5/20/1967,436-15-9835,69661,34,State-gov,61431,12th,8,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Seamus Gyde,6/24/1961,226-96-3376,77805,58,Private,197319,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Kermy Brodhead,2/14/1951,443-05-9481,26543,52,Private,183618,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Jessey Grisard,9/10/1983,603-31-3472,66439,37,Self-emp-not-inc,268598,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Other,Male,7298,0,50,Puerto-Rico,>50K
+Allyn Hakonsen,8/11/2004,726-21-3703,56293,53,Private,263729,Some-college,10,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Gus Hamnett,1/27/1997,428-32-7986,16408,54,Private,39493,Assoc-voc,11,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,20,United-States,<=50K
+Brandi Woakes,5/29/1978,337-96-1412,9770,36,Private,185360,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Germayne Reuther,6/1/1990,368-18-0462,37346,25,Private,132661,Assoc-voc,11,Never-married,Adm-clerical,Own-child,White,Female,0,0,60,United-States,<=50K
+Lilian Marlen,12/28/1954,202-04-8215,10040,20,Private,266400,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,48,United-States,<=50K
+Vail Corbin,2/9/1962,610-75-1346,91919,23,Private,433669,Assoc-acdm,12,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Morris Anthiftle,10/25/1969,116-67-2767,88664,39,Self-emp-inc,216473,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Janeva Hattoe,9/6/1988,456-70-0119,1052,20,Self-emp-not-inc,217404,10th,6,Never-married,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Paten Liversage,11/9/1961,855-89-3202,17971,28,Private,227778,Assoc-voc,11,Never-married,Other-service,Other-relative,Black,Male,0,0,40,United-States,<=50K
+Ferdie Loughlan,3/30/1960,413-44-3922,27142,73,State-gov,96262,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Susannah McKimmie,5/19/1991,646-73-1703,16937,67,Private,247566,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,24,United-States,<=50K
+Les Bussetti,3/9/1967,768-91-1877,18636,56,Private,139616,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,>50K
+Sammie Ayce,9/28/1959,762-37-2806,68291,32,Private,73585,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dunc Dicke,7/21/1979,128-90-0086,95739,42,Private,37869,Some-college,10,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Morty Lummis,2/20/1953,261-78-5304,47175,33,Private,165814,HS-grad,9,Married-civ-spouse,Other-service,Husband,Black,Male,0,0,40,United-States,<=50K
+Pattin Scotchbrook,11/16/1978,288-05-2546,97836,37,Private,108913,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Pamella Hubbuck,4/25/1989,187-09-7802,31386,33,Private,34975,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Sydney Busain,11/26/1969,645-76-6284,71521,31,Private,157078,10th,6,Never-married,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Kit Rasher,11/25/2004,781-19-5127,96125,59,Private,232672,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Merry Cramond,5/7/1986,458-08-8147,14799,21,Private,294295,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Emera Babonau,2/28/1967,207-77-8542,54341,58,Self-emp-inc,130454,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+May Abdie,4/25/1971,822-79-2194,65734,24,Local-gov,461678,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Any Espinha,8/10/2003,146-80-6349,41845,26,State-gov,252284,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Clerissa McNaughton,3/11/1998,642-26-4440,76120,26,Private,256737,11th,7,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Kellsie McDavid,4/24/2007,321-29-0211,48184,33,Local-gov,96480,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,Germany,<=50K
+Thayne Munday,12/13/1954,829-94-9139,20003,25,Private,234263,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rosita Di Claudio,11/14/1976,519-60-8443,14524,21,Private,109952,10th,6,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,50,United-States,<=50K
+Ward Vertey,4/7/1995,289-33-9034,58794,24,Private,262570,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Darelle Leonida,12/8/1966,524-10-7854,26770,39,Self-emp-not-inc,65716,Assoc-acdm,12,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,>50K
+Eddy Rozzell,6/11/1955,634-04-6010,39561,68,Private,201732,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Stormie Inskipp,9/4/1977,483-46-6655,88711,66,Self-emp-not-inc,174788,Some-college,10,Never-married,Sales,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Ancell Nial,3/27/1993,710-04-1890,26565,38,Private,278924,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lin Cruxton,9/7/1991,105-10-8446,40455,41,Private,101593,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Jerrie Sawle,7/4/1974,535-44-1502,52438,71,,193863,7th-8th,4,Widowed,,Other-relative,White,Female,0,0,16,Poland,<=50K
+Joceline Grealey,3/26/1952,796-91-9830,76304,37,Private,342768,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Emmett Dovydenas,7/6/1978,873-79-7884,32745,54,Self-emp-not-inc,242606,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,4386,0,45,United-States,>50K
+Ivar Sallans,1/3/1970,273-71-4312,48192,27,State-gov,176727,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Broddie Brandon,10/31/2010,341-61-5450,34064,49,Private,99179,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Chrysler Raffon,7/27/1984,509-32-5173,95405,19,State-gov,354104,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,10,United-States,<=50K
+Cristin Mc Meekan,9/11/1978,342-25-8896,16875,25,Private,61956,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Savina Trewin,8/8/1999,870-52-7338,39462,47,Federal-gov,137917,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+Neila Carnalan,9/7/1990,462-40-4176,41391,40,Private,224658,Some-college,10,Married-civ-spouse,Sales,Other-relative,White,Male,0,0,40,United-States,<=50K
+Cordula Cogan,9/13/1958,393-63-3768,43278,38,Private,51100,Bachelors,13,Divorced,Exec-managerial,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Dee dee Sissland,4/25/1952,406-03-4024,35289,25,Private,224361,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Joey Corzor,5/15/1987,466-89-5389,679,25,Private,362912,Some-college,10,Never-married,Craft-repair,Own-child,White,Female,0,0,50,United-States,<=50K
+Gilemette Claibourn,6/10/2005,322-13-1629,42587,23,Private,218782,10th,6,Never-married,Handlers-cleaners,Other-relative,Other,Male,0,0,40,United-States,<=50K
+Kiersten Eccleston,10/2/2010,727-86-2800,20371,28,Private,103389,Masters,14,Divorced,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Hamlin McSherry,9/9/1963,894-89-2231,76693,29,Private,308944,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Cyndie Geater,10/28/1989,509-13-6044,51383,32,Private,140092,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Emelita Ashby,11/27/1990,141-85-8214,41038,34,Private,202210,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Mort Janecek,2/25/1951,287-36-1180,74636,52,Private,416059,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,40,United-States,>50K
+Camella Burkwood,3/15/1960,887-71-1890,91022,33,Self-emp-not-inc,281030,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,94,United-States,<=50K
+Dody Jack,4/13/1962,495-28-5544,14047,19,Private,169758,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+Elnar Skene,7/25/1966,512-21-0573,6071,68,Private,193666,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,20051,0,55,United-States,>50K
+Roseline Lemonby,11/24/1962,808-98-6612,41627,41,Private,139907,10th,6,Never-married,Handlers-cleaners,Unmarried,White,Male,0,0,50,United-States,<=50K
+Trixy Caunter,12/16/1957,374-71-8150,59128,18,Self-emp-inc,119422,HS-grad,9,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,30,India,<=50K
+Vanessa Linnit,7/26/2008,551-95-5166,46047,29,Private,149324,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,1485,40,United-States,>50K
+Sampson McQuirter,5/13/1985,189-99-5671,66179,40,Private,259307,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Rebeka Titchard,3/27/1983,126-59-1632,26417,51,Self-emp-not-inc,74160,Masters,14,Divorced,Prof-specialty,Unmarried,White,Male,0,0,60,United-States,>50K
+Alister Masterson,5/17/2000,388-90-1721,67256,49,Private,134797,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gerta Mawne,1/26/2011,749-26-5136,95245,20,State-gov,41103,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Shalom Bottle,8/13/2006,835-01-8963,99083,38,Local-gov,193026,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Kendell Barnardo,7/29/2012,341-85-6272,61125,57,Private,303986,5th-6th,3,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Cuba,<=50K
+Cynde Oxbrough,1/7/1960,867-59-7287,23331,35,Private,126569,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,4064,0,40,United-States,<=50K
+Aldric Bolderson,12/4/1967,521-48-4621,95237,66,Private,166461,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,26,United-States,<=50K
+Moishe Corrie,6/18/1952,486-66-0443,81919,27,,61387,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Herold Gyer,10/29/2011,882-23-3756,36598,25,Private,254746,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dion Gillani,7/22/1989,232-32-3136,54218,77,,28678,Masters,14,Married-civ-spouse,,Husband,White,Male,9386,0,6,United-States,>50K
+Celinda Hugle,1/23/1993,665-45-4124,19489,19,,180976,10th,6,Never-married,,Unmarried,White,Female,0,0,35,United-States,<=50K
+Abbie McGruar,10/7/1993,817-29-4858,83325,70,Private,282642,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2174,40,United-States,>50K
+Maximilien Delucia,11/5/1954,860-16-7751,81857,59,Self-emp-not-inc,136413,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,48,United-States,<=50K
+Danice Eland,1/5/1952,658-81-0844,24840,25,Private,131463,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Kris Chipping,5/4/1972,844-46-2973,13391,44,Local-gov,177240,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,10520,0,40,United-States,>50K
+Kendre Peacocke,1/6/2010,865-62-1439,23348,37,Private,218490,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,El-Salvador,>50K
+Jobyna Kermit,1/25/1989,538-17-7326,5177,75,,260543,10th,6,Widowed,,Other-relative,Asian-Pac-Islander,Female,0,0,1,China,<=50K
+Laurent Floyde,7/8/1972,356-20-3662,12354,21,,80680,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Paloma Eudall,7/21/2006,267-31-6463,57665,21,Private,20728,HS-grad,9,Never-married,Sales,Own-child,White,Female,4101,0,40,United-States,<=50K
+Sianna Tremblot,12/2/1951,808-95-2571,6937,47,Federal-gov,117628,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Minetta Hargitt,4/15/1977,223-86-2703,79792,20,Private,91939,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,1721,30,United-States,<=50K
+Rosalynd Alvin,9/29/2001,869-20-5983,46921,32,State-gov,175931,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,40,United-States,<=50K
+Tamqrah Nickolls,8/9/2010,214-81-5272,78865,28,Private,309566,HS-grad,9,Never-married,Adm-clerical,Unmarried,White,Female,0,0,20,United-States,<=50K
+Mirabelle Whitlaw,4/13/1954,701-74-3137,46168,53,Private,123703,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Monroe Simion,3/21/1986,267-86-3170,95533,19,,369678,HS-grad,9,Never-married,,Not-in-family,Other,Male,0,0,30,United-States,<=50K
+Olivier Dentith,1/22/1971,841-14-1914,14602,58,Private,29928,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,36,United-States,<=50K
+Sandra Sweynson,1/28/1987,107-39-8438,41100,22,Private,167868,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Eyde Katzmann,3/5/2000,705-83-1133,96259,23,Private,235894,11th,7,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Selby Davidson,1/29/1981,898-58-3630,19278,21,Private,189888,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+Vivienne Loble,1/3/1974,655-71-2630,58323,36,Private,111545,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,70,United-States,<=50K
+Ferris Todarini,5/31/1985,425-44-8499,85756,39,Private,175972,Some-college,10,Married-civ-spouse,Other-service,Wife,White,Female,0,0,15,United-States,<=50K
+Meir Ellif,1/13/1960,190-21-0084,15975,34,Local-gov,254270,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reinhold Deener,5/25/1993,752-06-3944,49687,41,Local-gov,185057,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Josias Dowdeswell,10/14/1974,443-71-4001,67062,72,Private,157593,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,1455,0,6,United-States,<=50K
+Boonie Albisser,1/2/1988,741-72-7764,39439,34,Private,101345,HS-grad,9,Married-civ-spouse,Other-service,Wife,White,Female,0,0,40,United-States,>50K
+Ginnie Gemlett,12/3/2009,430-06-4186,47241,51,Local-gov,176751,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,1902,40,United-States,>50K
+Ambur MacSwayde,12/3/1961,584-57-8573,6830,32,Self-emp-not-inc,97723,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Glenine Fishbourne,9/29/1999,718-67-9319,23120,38,Private,127601,Some-college,10,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Angeline Crosier,6/14/1990,167-69-8915,83781,37,Private,227597,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Lulita Ducarne,8/23/1989,855-49-8833,79050,21,,143995,Some-college,10,Never-married,,Own-child,Black,Male,0,0,20,United-States,<=50K
+Lamont Greenacre,4/18/2001,539-50-2160,76507,21,Private,250051,Some-college,10,Never-married,Prof-specialty,Own-child,White,Female,0,0,10,United-States,<=50K
+Corty Heintz,9/1/2000,653-49-4326,73616,26,Private,284078,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Robbie Marthen,5/22/1994,714-16-8074,91488,34,Private,207668,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1887,40,United-States,>50K
+Andris Shrigley,5/7/1965,513-35-7036,35848,18,Private,163787,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Bertha Ibbett,5/14/1993,441-25-0397,32586,27,Private,119170,11th,7,Never-married,Exec-managerial,Unmarried,White,Female,0,0,45,United-States,<=50K
+Frances Czadla,7/14/1992,588-97-6486,38050,20,Private,188612,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,38,Nicaragua,<=50K
+Giacomo Lothlorien,4/28/1997,526-45-8313,92914,36,Private,114605,Assoc-voc,11,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Kerri Swiers,5/7/1979,651-30-5639,85984,31,,317761,Bachelors,13,Never-married,,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Georgie Learoid,10/3/2011,561-16-0640,21667,32,Private,164197,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,60,United-States,>50K
+Holly-anne Lanchbury,2/17/1997,347-24-1206,67740,54,Private,329266,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,>50K
+Boote Knowlden,12/23/1964,398-89-6868,7730,34,Local-gov,207383,Masters,14,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Feliks Lydall,7/26/1959,512-19-1298,78386,46,Private,123598,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,>50K
+Allyn Oldknowe,4/16/1957,499-38-0478,23536,33,Private,259931,11th,7,Separated,Machine-op-inspct,Other-relative,White,Male,0,0,30,United-States,<=50K
+Donelle Hampton,10/4/1995,685-01-8387,65872,32,Private,134737,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,50,United-States,>50K
+Ajay Capp,6/16/2008,352-75-4262,30693,42,Private,106900,Assoc-voc,11,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Violante Astman,3/1/2008,412-12-9332,84581,30,Private,87054,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Mora Powley,5/31/1976,819-93-0528,28438,37,Private,82622,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Frederico Burris,2/8/1953,896-45-6951,73468,28,Private,181659,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Prissie Lidgerton,11/25/1980,883-42-5695,2810,25,Private,321205,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,4101,0,35,United-States,<=50K
+Jonathon Ferney,10/24/1976,381-54-2479,15771,44,Self-emp-not-inc,231348,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,>50K
+Farlee Chace,3/2/1988,839-18-3658,96753,40,Private,276096,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Terza Giovanizio,10/19/1968,748-74-1781,94638,36,Private,290560,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Matthew Siverns,1/9/1994,855-33-8948,73100,21,Private,307315,Some-college,10,Never-married,Adm-clerical,Unmarried,White,Male,0,0,40,United-States,<=50K
+Kalli Start,2/4/1962,688-22-4720,44345,39,State-gov,99156,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Ignatius Limeburner,9/2/2000,342-13-3756,93769,24,Private,237928,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,39,United-States,<=50K
+Nancie Wace,8/14/2006,662-12-7123,44605,46,Private,153501,HS-grad,9,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Rory Ayto,8/28/2011,548-93-0200,10605,47,,149700,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,36,United-States,>50K
+Tawsha Glenfield,12/20/1951,182-17-3594,34124,47,Private,189680,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1977,40,United-States,>50K
+Ilka Wassell,8/16/1982,570-32-2770,85760,35,Private,374524,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,75,United-States,>50K
+Waldo Flockhart,10/1/1965,426-54-0241,12001,60,Self-emp-not-inc,127805,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,>50K
+Faunie Jentle,3/25/1974,368-34-3467,47523,35,Private,150217,Bachelors,13,Married-civ-spouse,Other-service,Wife,White,Female,0,0,24,Poland,<=50K
+Purcell Roberts,8/16/1974,719-16-0571,76380,33,Private,295649,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,40,China,<=50K
+Wolfie O'Fihillie,9/11/1981,854-99-1406,72003,21,Private,197182,Assoc-acdm,12,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Quinlan Kmicicki,3/7/1961,259-92-4746,3302,37,Private,241998,Bachelors,13,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,50,United-States,>50K
+Scottie Succamore,3/12/1989,134-35-1233,66776,48,Federal-gov,156410,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,50,United-States,>50K
+Hildagard Beggin,12/27/1995,293-54-5465,63675,58,Private,473836,7th-8th,4,Widowed,Farming-fishing,Other-relative,White,Female,0,0,45,Guatemala,<=50K
+Guss Steuart,4/2/1966,199-34-1897,69252,21,Private,198431,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Britteny Zink,1/4/1988,674-17-9654,3410,22,Private,113936,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,40,United-States,<=50K
+Reinhold Bulloch,11/4/1998,202-88-3975,96452,22,Private,318915,HS-grad,9,Never-married,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Fidela Cambden,6/3/1993,624-63-7403,4525,28,Self-emp-not-inc,175406,Masters,14,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,30,United-States,>50K
+Ambrosi Barneveld,4/19/1964,310-89-1400,59013,33,,193172,Assoc-voc,11,Married-civ-spouse,,Own-child,White,Female,7688,0,50,United-States,>50K
+Bibbye Denisyuk,6/4/1969,634-76-5441,21376,23,Federal-gov,320294,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Verine O'Dwyer,9/27/2008,506-44-7004,85170,58,State-gov,400285,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,>50K
+Jerald Sebire,1/10/1993,604-47-7096,34245,24,,283731,Bachelors,13,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Shannen Fish,7/9/2010,144-45-3320,14168,38,Local-gov,227154,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Tove Ansell,5/10/2003,264-52-5704,83950,49,Private,298659,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,15,Mexico,<=50K
+Dacey Breem,2/12/1955,130-27-9318,68183,47,Private,212120,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Granny Janiszewski,12/9/1969,756-77-7915,3064,50,Private,320510,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,40,United-States,>50K
+Alic Swinbourne,4/28/1962,134-61-5951,62091,21,Private,175800,HS-grad,9,Never-married,Prof-specialty,Unmarried,White,Female,0,0,55,United-States,<=50K
+Ricca Trulock,2/2/1954,663-80-9296,42340,55,Private,170169,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Perry Glendining,12/28/1967,783-86-0823,6402,47,Private,344157,11th,7,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Willdon Mancer,12/20/1995,803-71-9383,80659,19,Private,199441,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Janetta Kull,5/8/2002,110-93-1682,34347,47,Private,225456,HS-grad,9,Never-married,Tech-support,Other-relative,White,Male,0,0,50,United-States,<=50K
+Fred Levesque,6/7/1991,807-77-0079,40967,36,Private,61178,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Michele Bradbury,5/7/1963,752-89-3836,37378,28,Local-gov,175262,Assoc-acdm,12,Married-civ-spouse,Protective-serv,Husband,White,Male,0,2002,40,England,<=50K
+Friedrich Sympson,2/11/1993,313-21-1560,97231,42,Private,152568,HS-grad,9,Widowed,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Shelby Devine,1/1/1995,533-07-5269,56588,41,Private,182108,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,27828,0,35,United-States,>50K
+Fred Raffan,2/28/1963,527-38-8193,46899,46,Private,273771,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,99999,0,40,United-States,>50K
+Lynnell Betz,10/23/1997,360-01-0222,73649,32,Private,208291,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Valera Shearwood,4/12/1998,700-03-8428,46527,34,Private,224358,10th,6,Never-married,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Ethe Patrick,4/18/1999,247-85-3235,47139,33,Private,55176,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Christos Geater,1/9/1978,263-30-0603,81486,60,State-gov,152711,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Chantal Simic,7/4/1952,408-36-4757,68240,53,Private,68684,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Marnie Hargroves,3/9/1961,636-11-9825,13350,24,Private,185452,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Adolph Roxbee,7/21/1960,727-94-2616,83564,39,Federal-gov,175232,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,1977,60,United-States,>50K
+Jerrilyn Hruska,1/10/1993,349-01-8397,90275,23,Private,173851,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rayner Dyshart,2/12/1984,162-54-4365,41872,50,Private,162327,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,1902,50,,>50K
+Lina Petigrew,11/24/1970,181-55-9159,80716,36,Local-gov,51424,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Niki Hillburn,1/21/1996,762-53-5693,89390,19,Private,123416,12th,8,Separated,Prof-specialty,Own-child,White,Female,1055,0,40,United-States,<=50K
+Shurlock Yancey,1/21/2007,438-53-2056,41452,26,Private,262656,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Tyne Paolotto,9/12/2001,252-31-8266,7460,38,Private,233194,HS-grad,9,Married-civ-spouse,Sales,Husband,Black,Male,0,0,40,United-States,>50K
+Tanhya Jeeks,9/9/1961,493-34-1300,32261,41,Private,290660,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,7688,0,55,United-States,>50K
+Scotti Wingate,9/26/1975,272-65-9625,98478,22,Private,151105,Some-college,10,Never-married,Sales,Other-relative,White,Female,0,0,18,United-States,<=50K
+Kipp Gainfort,9/29/1951,282-41-3515,81300,38,Private,179117,Assoc-acdm,12,Never-married,Machine-op-inspct,Not-in-family,Black,Female,10520,0,50,United-States,>50K
+Levon Dickenson,11/19/1953,231-52-1776,29282,72,,33608,Some-college,10,Married-civ-spouse,,Husband,White,Male,9386,0,30,United-States,>50K
+Zola Kauble,7/1/1970,737-67-8264,12976,39,Private,317434,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Blithe MacTrustam,7/26/1971,503-22-2017,47818,35,State-gov,126569,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,7298,0,40,United-States,>50K
+Tommy Kynsey,3/7/2008,404-72-3732,37080,38,Local-gov,745768,Some-college,10,Divorced,Exec-managerial,Unmarried,Black,Female,0,0,45,United-States,<=50K
+Rowe Nolder,7/23/1951,482-68-2378,49716,19,Private,69927,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,16,United-States,<=50K
+Phedra Aikman,2/23/1961,705-77-6554,92677,26,Private,302603,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,45,United-States,<=50K
+Renard Powner,4/30/1978,699-55-0530,27596,52,Private,46788,Bachelors,13,Divorced,Craft-repair,Unmarried,White,Male,0,0,25,United-States,<=50K
+Wadsworth Cuel,3/24/2001,172-41-7643,53913,41,Private,289886,5th-6th,3,Married-civ-spouse,Other-service,Husband,Other,Male,0,1579,40,Nicaragua,<=50K
+Trever Bollen,10/15/2003,171-42-5127,78483,45,Private,179135,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Carley Newlands,12/29/1967,663-02-2296,39745,58,Federal-gov,175873,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Micheil Gunson,5/19/1970,615-93-0662,32904,34,Private,57426,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Arlin Warby,3/10/1988,239-45-7436,19874,36,Private,312206,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Wolf Cruse,3/23/2000,279-84-7164,80460,19,Without-pay,344858,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,20,United-States,<=50K
+Carlotta De Domenicis,11/24/1996,810-90-3118,35348,26,State-gov,177035,11th,7,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Hinda Worsall,8/11/1974,459-95-9356,82092,60,Private,88055,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Derward Grishaev,7/15/1999,680-29-3016,21372,35,Self-emp-not-inc,111095,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,<=50K
+Guglielma Sutherington,1/20/1980,815-43-6424,29522,39,Private,192251,10th,6,Divorced,Other-service,Not-in-family,White,Female,0,0,60,United-States,<=50K
+Lefty Wren,3/11/1976,636-34-6595,26894,27,Private,29807,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,Japan,<=50K
+Mela MacCaig,8/2/1994,661-50-3922,64910,26,Federal-gov,211596,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sidonnie Kelsey,8/5/1966,475-41-9888,98166,17,Private,268276,12th,8,Never-married,Other-service,Own-child,White,Male,0,0,12,United-States,<=50K
+Chicky Huikerby,5/23/1961,888-09-1631,28067,59,Self-emp-not-inc,181070,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,England,>50K
+Artemis Haile,3/3/1978,488-31-7744,60633,53,Local-gov,20676,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,0,0,48,United-States,<=50K
+Joshua Devereux,3/16/1985,724-93-7523,82349,35,Private,115803,11th,7,Divorced,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Audrie Parrish,5/31/1999,770-20-3143,16084,34,Local-gov,124827,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Tannie Reape,7/26/1971,449-67-0247,22449,36,Private,95336,HS-grad,9,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Tammara Daniau,4/24/1989,161-56-2938,71084,36,Private,257942,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Auguste Vanetti,8/19/1990,318-17-1726,92038,21,Private,72593,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Editha Giacopetti,10/8/1984,721-12-2610,59808,29,Private,147340,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Kaia Biagini,5/9/1993,489-57-2837,65364,35,Private,185325,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,>50K
+Nadya Ashman,8/19/2002,260-50-6772,38489,59,Self-emp-not-inc,357943,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Chloette Pettecrew,7/2/1984,484-30-1092,15100,22,Private,215395,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,1602,10,United-States,<=50K
+Danice Portis,5/16/2003,600-41-1596,13344,50,Local-gov,30682,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Bunnie Goadby,6/6/1954,452-50-8466,16678,24,Federal-gov,29591,Bachelors,13,Never-married,Prof-specialty,Not-in-family,Other,Female,0,0,40,United-States,<=50K
+Seka Mauser,6/2/1976,414-86-4322,70187,36,Private,215392,Bachelors,13,Divorced,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Griffy Shynn,12/13/2004,885-89-2974,44103,31,Private,110554,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,4386,0,40,United-States,>50K
+Jone Anning,9/12/1995,622-55-5213,49113,42,Self-emp-not-inc,133584,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+Clayton Jatczak,11/19/1964,503-52-4074,73343,38,Private,210438,7th-8th,4,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ddene Arch,10/27/1951,385-59-0289,75318,52,Private,256916,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Darryl Enden,10/28/1982,470-21-4944,34250,46,Private,73541,10th,6,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Etheline Tewelson,11/2/2007,132-07-0736,42891,23,Private,109952,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Reeba Abrahams,1/5/1965,766-28-5117,94916,54,Private,197975,5th-6th,3,Married-civ-spouse,Sales,Husband,White,Male,0,0,51,United-States,<=50K
+Xylina Francillo,3/18/1964,217-95-2535,70080,27,Private,401723,HS-grad,9,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Vivi Gilston,3/21/1994,586-57-9013,82551,42,Private,179524,Bachelors,13,Separated,Other-service,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Cleon Scolts,2/5/1956,653-81-0763,55471,33,State-gov,296282,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Dall Warin,4/17/1973,171-55-6434,37826,19,Private,145844,Assoc-acdm,12,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Rodina Wheelwright,7/20/2001,674-53-3428,37112,59,Private,191965,11th,7,Married-civ-spouse,Other-service,Wife,White,Female,3908,0,28,United-States,<=50K
+Fee Roder,11/5/1952,573-11-5702,36888,54,Private,96792,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,32,United-States,<=50K
+Merwyn Gouinlock,5/17/1983,566-52-6447,44985,48,Private,185041,7th-8th,4,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1672,55,United-States,<=50K
+Cesare Percy,10/31/1967,174-19-3092,24824,19,,233779,Some-college,10,Never-married,,Own-child,White,Male,0,0,60,United-States,<=50K
+Avrom Gronw,1/1/1994,513-24-8094,76077,45,Private,347834,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Baron Hussell,11/19/1962,422-72-2085,93013,36,Private,215373,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,<=50K
+Gayle Awmack,1/27/1975,107-30-9838,94706,35,Self-emp-not-inc,169426,Assoc-acdm,12,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Ediva O'Deoran,10/12/1989,357-39-0782,52258,47,Private,202856,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,36,United-States,<=50K
+Roxine Mughal,8/23/1997,501-45-3476,82850,33,Private,50276,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rancell Quig,3/4/1980,681-56-3136,89615,48,Self-emp-not-inc,187454,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Ephraim Cradey,11/28/1967,551-78-2469,42641,42,Private,126098,HS-grad,9,Separated,Craft-repair,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Rorke Jzak,8/2/2012,788-02-1597,11672,19,Private,250639,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,24,United-States,<=50K
+Edmon Chilles,4/19/1953,491-61-1849,32390,64,Self-emp-inc,195366,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Rikki Mauro,7/18/1962,590-90-8747,1656,51,Self-emp-not-inc,186845,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,8,United-States,<=50K
+Garold Phythian,1/22/1957,523-49-6774,74535,20,Federal-gov,119156,HS-grad,9,Never-married,Adm-clerical,Other-relative,White,Male,0,0,20,United-States,<=50K
+Micaela Willbraham,11/8/1991,579-98-0002,82577,28,Private,162343,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+Irvine Costell,11/13/1950,898-20-0249,36837,52,Private,108435,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1902,50,Greece,>50K
+Joanna Wilhelmy,3/15/1979,775-10-8713,32856,29,Self-emp-not-inc,394927,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Lauren Dyment,2/2/1996,657-43-5464,19099,51,Private,172281,Bachelors,13,Separated,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rosalinda O'Glassane,3/16/1992,426-39-9757,16826,36,Private,370767,HS-grad,9,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,2377,60,United-States,<=50K
+Barrie Gopsell,7/2/1975,815-08-3612,24021,43,Private,352005,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,45,United-States,>50K
+Collette Pridding,7/22/1986,703-57-9119,8189,52,Private,165681,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Maxim Fairbanks,8/12/1984,782-21-1823,76432,50,Private,258819,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+Cart Ianni,1/2/1984,768-82-5071,47995,25,Private,130793,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Morly De Gouy,4/18/1987,311-05-7684,89385,36,Private,118909,Assoc-acdm,12,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,40,Jamaica,<=50K
+Vin Wapple,5/28/1966,338-62-7202,99161,44,Private,202466,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,60,United-States,<=50K
+Sandy Heggs,11/18/1976,785-84-2884,91644,47,Private,161558,10th,6,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+Shurlock Maus,11/7/2002,590-03-3411,8699,32,Private,188246,HS-grad,9,Divorced,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Nina McAloren,2/27/2012,615-66-7737,4153,37,Private,160120,Masters,14,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Aridatha Cratchley,5/19/1994,284-58-6643,79574,40,Private,144594,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,2829,0,40,United-States,<=50K
+Amalle Chichgar,9/7/1996,446-41-7624,97646,34,Self-emp-not-inc,123429,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,<=50K
+Berti Pechold,5/6/1995,138-75-7240,397,35,Self-emp-inc,340110,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,>50K
+Wynnie Mitrikhin,1/20/1965,816-94-3308,28637,26,Private,523067,Some-college,10,Never-married,Prof-specialty,Own-child,White,Male,0,0,3,El-Salvador,<=50K
+Guido Giorgielli,8/8/2007,338-98-1676,29689,49,Self-emp-not-inc,113513,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Helene Rochford,1/25/2010,179-94-8082,14273,63,,186809,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,30,United-States,>50K
+Emmery Craigg,11/2/1984,349-72-8503,93654,46,Self-emp-not-inc,320421,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Constantin Billyard,5/3/1954,660-28-8492,38670,31,Local-gov,295589,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Male,0,0,40,United-States,<=50K
+Sibyl Christofe,6/4/1970,163-64-5827,78768,22,Private,370548,Assoc-voc,11,Never-married,Craft-repair,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Ardith Silversmid,5/3/1974,390-15-0536,49879,20,Private,120572,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,12,United-States,<=50K
+Andre Stitfall,10/1/1993,688-34-6284,59229,52,Private,110977,Doctorate,16,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,>50K
+Emmy Train,2/6/2001,828-80-8263,5401,26,Private,55860,Some-college,10,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Cullie Gruszka,4/6/1981,449-86-3613,86298,34,Private,158800,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Luther Gunney,4/10/1965,350-79-7634,17784,31,Private,131568,9th,5,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Lizbeth Di Claudio,5/24/1979,192-47-2512,61050,46,Private,173613,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,30,United-States,<=50K
+Fredek Spenceley,12/14/2000,247-72-3366,91243,22,Private,216867,7th-8th,4,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,Mexico,<=50K
+Siouxie Summers,12/22/1986,713-61-8438,25470,38,Private,104089,Assoc-voc,11,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Jeramey Myner,4/18/1975,681-44-0076,65671,35,Private,208106,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,Ecuador,<=50K
+Marylynne Briffett,1/17/1968,234-14-3102,4693,27,State-gov,340269,Some-college,10,Never-married,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Evan Tassaker,6/13/1959,545-43-8964,8174,27,Private,236246,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Benita Wardale,12/11/1966,274-90-9168,73766,46,Private,213408,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,Cuba,<=50K
+Georgeta Rao,4/4/1981,115-27-1937,11487,40,,84232,HS-grad,9,Never-married,,Not-in-family,White,Female,0,0,4,United-States,<=50K
+Keenan Ovitts,6/19/1991,502-67-6920,18327,19,Private,302945,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,10,Thailand,<=50K
+Enriqueta Oran,2/27/1955,282-13-9988,26763,69,,28197,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,60,United-States,>50K
+Lurette Brason,12/26/1994,623-09-4353,95752,20,Private,262749,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,35,United-States,<=50K
+Alejoa Cossentine,9/25/1985,232-47-5186,6490,34,Federal-gov,198265,Bachelors,13,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+Laurent Wastie,11/4/1990,271-74-5622,38020,49,Private,170871,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Levon Powling,10/20/2001,871-96-0336,88540,27,Private,177761,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,Other,Male,0,0,50,United-States,<=50K
+Aliza McManamen,8/31/1964,415-75-9512,33745,59,Private,175689,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,14,Cuba,>50K
+Colet Possel,7/31/2001,610-73-3855,49402,45,Private,205100,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,15024,0,60,United-States,>50K
+Sherill Pesak,3/25/1976,769-94-1224,42513,21,Private,77759,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Becca Degli Antoni,7/8/1969,719-17-9470,80093,51,State-gov,77905,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Clive Gosnold,2/22/1976,217-31-1612,19940,64,,193575,11th,7,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+Dionysus Coldbreath,11/30/2004,841-31-3382,60457,41,State-gov,116520,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Otis Kingescot,11/15/1950,753-01-9918,2493,18,,85154,12th,8,Never-married,,Own-child,Asian-Pac-Islander,Female,0,0,24,Germany,<=50K
+Hamid Chawkley,4/5/1957,409-49-9276,58532,49,Private,180532,Masters,14,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Arlene Kenen,12/23/1979,489-82-7239,77609,51,Private,508891,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Male,0,0,40,United-States,<=50K
+Jaymie Ruckhard,2/13/1955,821-91-4599,11377,20,Private,211345,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,20,United-States,<=50K
+Mommy Razoux,8/22/1980,452-24-5159,57771,69,Self-emp-not-inc,170877,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,48,United-States,<=50K
+Marijo Bunney,6/10/1982,513-30-0912,40494,18,,97318,HS-grad,9,Never-married,,Own-child,White,Female,0,0,35,United-States,<=50K
+Caitrin Brahmer,7/5/2000,558-26-1108,33598,43,Private,184105,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,50,United-States,<=50K
+Camellia Bodycote,3/10/1984,652-24-0858,74175,50,Private,150941,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,Black,Female,0,0,44,United-States,<=50K
+Mercedes Sodory,2/7/1998,583-43-5505,63956,32,Private,303942,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Noni Blanket,1/4/1965,603-38-3115,39494,27,Local-gov,273929,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Ramsey Epine,4/17/1983,819-73-0123,84012,38,Private,197077,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Beatrisa Trumble,5/15/1991,577-78-2260,65233,62,Private,162825,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Alfredo Ditter,3/23/1972,300-07-8840,79976,46,Private,159869,HS-grad,9,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,44,United-States,<=50K
+Mariann Iacobini,4/8/1980,139-98-6084,88139,19,Private,158343,Some-college,10,Never-married,Tech-support,Own-child,White,Female,0,0,40,,<=50K
+Tamas Dinse,9/16/1993,436-10-4535,94771,17,,406920,10th,6,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Willy Jikylls,12/3/1986,812-42-6117,94215,21,Private,227986,HS-grad,9,Never-married,Machine-op-inspct,Unmarried,White,Female,0,0,40,United-States,<=50K
+Tomasina Whitington,4/21/1970,729-27-5955,69452,36,Private,137527,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Conn Plail,2/8/1979,715-42-4538,55145,36,Private,180150,12th,8,Divorced,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Meriel Siebert,7/24/1979,157-21-7557,10529,23,Private,239539,HS-grad,9,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Kingston Tomblin,11/7/1975,721-71-2534,31150,58,Private,281792,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Tadd Mattheeuw,3/25/1995,487-97-6356,79935,40,Private,224799,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,<=50K
+Carlyle Leon,1/19/1959,567-30-4210,58716,64,Private,292639,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,10566,0,35,United-States,<=50K
+Millie Maunsell,8/7/1965,368-47-0081,17517,66,Private,22313,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,20,United-States,<=50K
+Margery Kainz,7/5/1989,827-22-2582,17523,42,Private,194636,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Cal Devo,8/18/2002,359-33-8276,61964,55,Private,156089,Some-college,10,Widowed,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Ruthie Calven,1/10/1961,216-04-7028,81353,53,Private,193720,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+Theressa Maine,9/1/2007,637-25-1208,93714,25,Private,218667,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Annetta McNamee,10/13/1983,162-67-0357,68028,39,Private,358837,Some-college,10,Never-married,Tech-support,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Bibby Mortimer,6/14/1998,751-51-9916,54099,20,Private,174685,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Sheela Talks,1/30/1999,446-06-6512,97156,32,Private,168854,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,54,United-States,<=50K
+Christoper Seckington,12/10/1965,339-98-7061,29039,28,Private,133696,Bachelors,13,Never-married,Sales,Unmarried,White,Male,0,0,65,United-States,<=50K
+Amery Sugge,9/2/1993,143-66-0246,1814,23,Federal-gov,350680,Assoc-acdm,12,Never-married,Exec-managerial,Own-child,White,Female,0,0,40,Poland,<=50K
+Beitris Skatcher,5/29/1998,215-81-3515,33944,18,Private,115215,HS-grad,9,Never-married,Other-service,Own-child,White,Male,0,0,25,United-States,<=50K
+Ransell Locker,7/17/1952,246-74-6128,92036,43,Self-emp-not-inc,152958,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Helaine Crowder,5/1/1954,157-53-5604,74481,29,Private,217200,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Sumner Gunny,12/20/1985,223-93-7990,76561,32,Private,235124,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,46,Dominican-Republic,<=50K
+Bel Worrell,7/26/1957,130-55-0895,7327,31,Local-gov,144949,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Ferdy Janecki,8/22/1992,494-52-9805,26446,60,Private,135470,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,Mexico,<=50K
+Di Grandisson,1/20/2003,257-88-8881,96617,42,Private,281209,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Beitris Ingilson,9/6/1970,683-29-5376,44617,46,Private,155489,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Cullen Banting,11/4/1997,504-58-7737,23434,38,Private,290306,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Marie-ann Hearl,8/13/1957,793-50-8367,84940,18,Private,182042,11th,7,Never-married,Other-service,Own-child,White,Female,0,0,19,United-States,<=50K
+Aurthur Vella,7/4/1979,394-68-4491,48442,31,Private,210008,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Aubert Sambrok,9/6/1964,314-51-6470,78703,54,Private,234938,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,4064,0,55,United-States,<=50K
+Obadiah Gwioneth,4/16/1992,364-61-7312,41811,46,Private,315423,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,2042,50,United-States,<=50K
+Isidore Cowles,12/22/1951,833-39-6243,31681,27,Self-emp-not-inc,30244,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,80,United-States,<=50K
+Laurens Pischof,6/24/1966,609-41-5574,66176,50,Local-gov,30008,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Ulberto Tingcomb,8/24/1991,668-77-9353,52207,38,Self-emp-not-inc,201328,7th-8th,4,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,56,United-States,<=50K
+Cindelyn Cail,10/18/1962,352-28-4410,92608,36,State-gov,96468,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Tedie Tulley,10/31/1962,673-13-5745,42978,25,Private,486332,HS-grad,9,Divorced,Other-service,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Farrand Baylis,11/11/1954,561-25-1988,62713,19,Private,46162,HS-grad,9,Never-married,Farming-fishing,Own-child,White,Male,0,0,25,United-States,<=50K
+Scottie Carmel,3/25/1980,316-15-5940,25100,60,Local-gov,98350,Some-college,10,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,0,0,60,Philippines,<=50K
+Rutledge Heineke,5/15/2012,598-40-9607,43257,45,Local-gov,175958,9th,5,Never-married,Other-service,Own-child,White,Male,0,0,40,United-States,<=50K
+Clareta O'Lennachain,9/28/1988,516-37-6711,69867,21,Private,119309,Some-college,10,Never-married,Tech-support,Own-child,White,Male,0,1602,16,United-States,<=50K
+Cordy Kment,7/8/1976,600-34-1733,62283,42,Private,175935,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1980,46,United-States,<=50K
+Kym Robuchon,12/2/1972,785-10-3484,28341,38,Private,204527,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Margaux Rosgen,1/29/1986,549-83-0935,58875,22,,57827,Some-college,10,Never-married,,Own-child,White,Male,0,0,40,United-States,<=50K
+Jeane Cooksley,1/17/2006,630-99-2042,76211,19,Private,418176,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+Liesa Vasser,1/21/1968,588-37-4384,30582,23,Private,262744,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Ainsley Gorsse,6/19/1993,383-55-0830,45167,24,Private,177287,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Female,0,0,30,United-States,<=50K
+Merralee Landsborough,6/22/1997,454-44-8766,90739,30,Private,255004,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Male,0,0,52,United-States,<=50K
+Kristoforo Rebanks,2/23/1978,215-37-4792,54713,62,Private,183735,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Alfonse Cordelle,6/1/1967,853-76-9260,96260,26,Self-emp-not-inc,318644,Prof-school,15,Never-married,Prof-specialty,Own-child,White,Male,0,0,20,United-States,<=50K
+Brewer MacTimpany,7/16/1976,112-14-7515,75282,42,Federal-gov,132125,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,52,United-States,>50K
+Carmelle Collard,11/6/2000,102-08-7382,30969,33,Private,206051,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Kalvin Linham,3/20/1951,685-36-4553,11991,54,Self-emp-inc,99185,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,,>50K
+Maryrose Mochar,3/7/1951,421-94-1085,54181,35,Private,225750,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Female,0,0,32,United-States,<=50K
+Collete Riccardi,10/30/1970,785-23-4804,4175,33,Private,245777,HS-grad,9,Divorced,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Vita Izakov,6/1/1976,362-02-0298,49009,45,Private,169092,HS-grad,9,Divorced,Sales,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Grantley Batting,12/29/1969,781-83-4044,36355,62,Private,211035,Bachelors,13,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,30,United-States,>50K
+Kathi Witherspoon,9/22/1976,636-42-2100,25589,24,Private,285432,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,40,United-States,<=50K
+Dorella Allingham,3/20/1994,479-29-5304,33796,50,Local-gov,154779,Some-college,10,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Charissa Whatford,2/19/1979,123-75-9848,16646,54,Private,37237,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Court Glasser,1/16/1998,766-30-0266,98123,58,Private,417419,7th-8th,4,Divorced,Machine-op-inspct,Own-child,White,Male,0,0,40,United-States,<=50K
+Ginger Clelland,10/10/1969,368-65-9254,94095,39,Self-emp-inc,33975,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Abbie Myott,11/4/1991,860-68-0852,76451,32,Private,42485,HS-grad,9,Divorced,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Amabel Kimmings,5/14/1993,391-50-6291,39718,27,Private,170017,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Zsazsa Freiberg,10/14/2005,131-73-2587,59884,27,Private,152683,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,3908,0,35,United-States,<=50K
+Katlin McBlain,10/25/2004,760-53-0381,30470,20,Private,41721,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,60,United-States,<=50K
+Raimundo Metts,1/29/2010,567-99-9152,86330,64,Private,66634,7th-8th,4,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Harriette Solland,7/9/1952,798-33-6031,67161,55,Self-emp-inc,257216,Masters,14,Widowed,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lenci Campling,2/11/2003,538-17-6442,58989,46,Private,167882,HS-grad,9,Divorced,Tech-support,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Edith Hurne,9/3/2012,511-49-7897,95172,45,Private,179428,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,55,United-States,<=50K
+Georgette Etchells,10/11/1984,359-20-4384,46215,26,Private,57512,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Gwenora Sharrard,2/26/1965,584-42-5670,84226,36,Private,301614,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Vlad Rilston,2/23/1985,577-40-1370,24777,25,Private,193820,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,1876,40,United-States,<=50K
+Jere Cowburn,4/18/1994,513-33-1202,10666,58,Private,222247,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,1887,40,United-States,>50K
+Bay Pennigar,9/3/1956,499-61-4494,60827,39,Self-emp-inc,189092,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,<=50K
+Gwendolyn Cherrie,6/25/1992,704-65-6629,84288,47,Private,217509,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,0,0,45,Thailand,<=50K
+Tamqrah Mollison,11/23/1991,630-53-1165,12799,35,Private,308691,Masters,14,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,48,United-States,<=50K
+Caddric Niles,4/1/1987,689-35-6017,66135,38,Private,169672,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Odelle Wedgbrow,1/7/1994,636-68-3571,95269,50,Private,120914,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Claudine Grimsditch,7/3/2004,368-58-2134,29214,36,Private,370156,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Barbie Matevosian,11/4/1963,794-19-2039,56563,28,Private,398220,5th-6th,3,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Earle Donizeau,3/11/1974,837-52-6902,37460,44,Self-emp-not-inc,208277,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,45,United-States,<=50K
+Doe Espie,5/26/1980,470-83-5766,77083,40,Private,337456,HS-grad,9,Divorced,Protective-serv,Unmarried,White,Female,0,0,40,United-States,<=50K
+Jewelle Karlik,9/1/1986,857-41-5019,60380,55,Private,172666,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Yul Jeffrey,8/9/2003,307-61-5685,59109,29,Self-emp-not-inc,32280,HS-grad,9,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Fax Greig,9/24/1992,355-56-5133,17495,33,Private,194901,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Catlin Gunther,7/2/1993,541-67-7239,20682,19,,57329,Some-college,10,Never-married,,Own-child,White,Female,0,0,30,Japan,<=50K
+Worden Dunton,4/13/1989,876-46-0007,32773,32,Private,173730,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Sharline Hatwells,7/3/1982,387-11-2402,60719,45,Local-gov,153312,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Black,Male,0,0,10,United-States,>50K
+Roxie Normanton,3/24/1962,748-24-1353,55758,23,Private,274797,HS-grad,9,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,25,United-States,<=50K
+Opalina Lynn,1/16/1990,702-52-9139,50949,31,Private,359249,Assoc-voc,11,Never-married,Protective-serv,Own-child,Black,Male,0,0,40,United-States,<=50K
+Joshia Varndall,12/29/2008,221-16-8114,16758,22,Private,152744,Some-college,10,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Dav MacBey,6/19/1980,781-88-1847,50037,59,Private,188041,HS-grad,9,Divorced,Handlers-cleaners,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Darelle Kevlin,12/21/1969,305-80-4908,62292,32,Private,97723,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,38,United-States,<=50K
+Tarrance Galletley,6/18/1960,604-61-2942,90936,49,State-gov,354529,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Jack Greenier,10/13/1955,706-63-3246,22565,22,Private,249727,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Selinda Harsant,5/6/1980,490-74-8872,4128,26,Private,189590,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Oswald Bettison,2/28/1959,129-96-3165,26485,23,State-gov,298871,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Laural Pressnell,9/28/2010,471-45-7911,26462,55,Self-emp-not-inc,205296,Some-college,10,Married-civ-spouse,Sales,Wife,White,Female,0,0,50,United-States,<=50K
+Merl Gerling,8/15/1997,896-67-4017,88562,47,Private,303637,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,49,United-States,>50K
+Bibbie Butts,5/13/1972,784-13-2641,38510,44,Private,242861,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Hartwell Barkess,2/26/1977,240-20-0732,73401,27,Private,37599,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,24,United-States,<=50K
+Harper Lindholm,10/28/1976,418-87-7830,74238,40,State-gov,199381,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,15024,0,37,United-States,>50K
+Sim Penrith,12/6/1990,860-02-6786,68562,32,Self-emp-not-inc,56328,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,8,United-States,>50K
+Pebrook Bearman,4/23/2006,774-80-9271,12038,20,Private,256211,Some-college,10,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,0,0,40,Vietnam,<=50K
+Sigrid Addington,1/8/2007,863-26-2416,88641,84,Local-gov,163685,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,33,United-States,<=50K
+Remus Androsik,9/6/1993,852-76-7154,82204,40,Private,266084,Some-college,10,Divorced,Craft-repair,Other-relative,White,Male,0,0,50,United-States,<=50K
+Rupert Chieze,1/15/2002,491-23-5199,28404,37,Private,161111,Bachelors,13,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dynah Hicks,7/15/1979,240-41-8467,80569,44,Private,199031,Some-college,10,Divorced,Transport-moving,Own-child,White,Male,0,1380,40,United-States,<=50K
+Aaron Millichip,10/4/1988,725-32-2804,5222,47,Private,166634,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,0,0,40,Germany,<=50K
+Wilt Renyard,2/26/1978,845-76-1615,7608,62,Self-emp-not-inc,204085,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,25,United-States,<=50K
+Tito Scoffins,4/28/1958,210-20-8113,74533,19,,369527,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Junette Ricarde,4/7/1958,866-54-0147,50608,47,Private,464945,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Vyky Winterbotham,2/26/1971,235-31-4668,27722,44,Local-gov,174684,HS-grad,9,Divorced,Craft-repair,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Rosmunda Dunthorn,7/8/1955,435-99-9121,69808,26,Local-gov,166295,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,41,United-States,<=50K
+Shelley Jacobsen,10/4/1979,694-71-5904,38461,36,Private,220511,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Halimeda Tuckerman,4/13/2012,431-11-0608,40786,52,Private,246936,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Trudy Stubs,5/13/1994,182-44-6006,92081,33,Private,104509,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Chrystal Bartolic,4/25/2003,833-43-8433,66611,48,,266337,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Quintina Ferriman,9/26/1984,881-07-4695,8865,33,Private,252168,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,<=50K
+Jimmie Sieghart,10/4/1998,601-39-3102,31133,25,Private,92093,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,20,United-States,<=50K
+Frederigo O'Keenan,11/22/1974,692-07-0706,23559,62,Private,88055,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Claire Swalowe,1/7/1995,528-81-1563,77389,38,Private,129591,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Henrieta Imlock,6/14/1991,747-86-7145,62619,46,Private,142719,HS-grad,9,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Waylen Redsell,11/16/1976,832-64-2643,34242,18,,264924,Some-college,10,Never-married,,Own-child,White,Female,0,0,40,United-States,<=50K
+Orsa Radoux,10/1/1968,400-70-2704,46395,46,Private,128796,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,44,United-States,>50K
+Maryellen Grgic,1/25/1965,398-60-4354,98572,38,Private,115336,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,70,United-States,<=50K
+Deedee Simmance,5/20/1976,424-03-2272,60381,52,Private,190333,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,>50K
+Tommy Blint,4/9/1974,893-38-7286,41552,63,Self-emp-not-inc,179444,7th-8th,4,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,15,United-States,<=50K
+Chevalier Bredes,5/11/1962,812-48-2644,74123,49,Private,218676,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,43,United-States,<=50K
+Burr Rennix,10/2/2001,338-90-3752,90737,17,Local-gov,148194,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,12,United-States,<=50K
+Harley Ceschi,5/9/2006,788-94-5107,5445,33,Private,184833,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,35,United-States,<=50K
+Kort Lismore,11/8/1971,856-99-9039,92424,70,Self-emp-not-inc,280639,HS-grad,9,Widowed,Other-service,Other-relative,White,Female,2329,0,20,United-States,<=50K
+Salvador Angood,9/30/1963,695-65-7215,97246,19,Private,217769,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,15,United-States,<=50K
+Iggie Wyeth,12/19/1990,553-32-4922,88503,27,,180553,HS-grad,9,Married-civ-spouse,,Wife,White,Female,0,0,40,United-States,>50K
+Marion Bengough,4/8/1998,516-48-4817,88743,61,Private,56009,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Reina Bissatt,6/11/1959,114-65-4660,12208,33,Private,255334,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,>50K
+Madel Christophe,10/12/1961,176-91-7968,1608,46,Self-emp-inc,328216,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,1902,42,,>50K
+Linea Traite,11/9/1969,200-71-7524,6869,29,Private,349154,10th,6,Separated,Farming-fishing,Unmarried,White,Female,0,0,40,Guatemala,<=50K
+Barnie Hughs,2/12/1964,406-28-3156,1659,40,Local-gov,24763,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,6849,0,40,United-States,<=50K
+Ruby Chevers,6/3/1971,365-81-4403,38828,43,State-gov,41834,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,>50K
+Ronica Sammes,7/20/1974,146-58-9263,82705,24,Private,113466,HS-grad,9,Never-married,Sales,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Merridie Winny,1/11/1965,258-05-4839,2291,29,Private,130856,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,60,United-States,<=50K
+Loralee Hoggin,10/20/1950,540-60-9349,18709,61,Self-emp-not-inc,268797,HS-grad,9,Married-civ-spouse,Other-service,Wife,Black,Female,0,0,17,United-States,<=50K
+Hurleigh Duffell,5/16/2008,491-43-7041,97469,48,Private,202117,11th,7,Divorced,Other-service,Not-in-family,White,Female,0,0,34,United-States,<=50K
+Vivia Screeton,2/12/1986,108-43-1988,15910,19,Private,280146,Some-college,10,Never-married,Handlers-cleaners,Own-child,White,Male,0,0,20,United-States,<=50K
+Abramo Otridge,1/10/1963,147-25-9463,9531,30,Private,70377,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Esta O'Nowlan,7/5/1978,831-92-9428,87913,24,Private,236696,Some-college,10,Never-married,Other-service,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Alwin Reims,4/20/1981,616-85-3000,59069,39,Local-gov,222572,Masters,14,Never-married,Prof-specialty,Unmarried,White,Female,0,0,43,United-States,<=50K
+Derrik Hubbold,9/10/1956,120-29-2051,26160,46,Self-emp-inc,110702,Some-college,10,Divorced,Exec-managerial,Unmarried,White,Female,2036,0,60,United-States,<=50K
+Mikael Redwing,4/20/1970,349-19-0330,63272,40,Private,96129,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,72,United-States,>50K
+Reider Elintune,5/4/1951,547-86-5864,91770,27,Local-gov,200492,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Goddart Gittose,1/23/1994,548-69-7178,90695,25,Private,193820,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,40,United-States,<=50K
+Ettie McCambridge,12/26/2006,158-52-6578,8622,31,Private,454508,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,2001,40,United-States,<=50K
+Joaquin Shrubsall,1/19/2008,700-42-9644,24888,58,Private,220789,Bachelors,13,Divorced,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Evonne Espadas,3/24/2003,312-63-5415,75031,33,Private,101345,HS-grad,9,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,42,Canada,>50K
+Fulton Frary,2/23/2002,673-73-7417,61921,40,Private,140559,HS-grad,9,Widowed,Other-service,Unmarried,White,Female,0,0,25,United-States,<=50K
+Rosemary Davidovics,1/26/1953,325-42-6974,34679,40,Self-emp-inc,64885,Masters,14,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Nata Byard,11/9/1978,777-75-5807,80624,31,Private,402361,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Rois Simic,8/2/2008,248-47-0419,67056,33,Private,143582,HS-grad,9,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,48,China,<=50K
+Kelila Millhill,1/7/2008,884-76-8773,72020,49,Private,185385,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,45,United-States,<=50K
+Sandy Rowena,8/19/1972,786-62-3663,66545,24,Private,112706,Assoc-voc,11,Never-married,Tech-support,Own-child,White,Male,0,0,40,United-States,<=50K
+Nilson Prater,12/30/1974,328-32-4187,37604,46,Private,130364,HS-grad,9,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Johannes Wooding,1/13/1967,131-74-9529,49429,58,Local-gov,147428,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Corine Stevenson,8/27/1956,498-61-1966,37703,20,Private,205895,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,20,United-States,<=50K
+Dennet Pawlett,6/12/2009,842-52-9393,37012,65,,273569,HS-grad,9,Widowed,,Unmarried,White,Male,0,0,40,United-States,<=50K
+Florenza Vaen,12/4/1997,546-37-4834,35200,43,Private,153160,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Wynny Wisniowski,3/9/1970,866-60-1900,47649,48,Self-emp-not-inc,167918,Masters,14,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,50,India,<=50K
+Antonietta Nicolls,7/9/1981,598-76-8800,43510,41,Private,195661,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,54,United-States,<=50K
+Andreas Pruckner,8/14/1994,235-20-6283,7116,27,State-gov,146243,Some-college,10,Separated,Other-service,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Edith Beddall,4/17/2010,354-40-1420,90143,52,,105428,Some-college,10,Married-civ-spouse,,Husband,White,Male,0,0,12,United-States,<=50K
+Clareta Brimacombe,10/15/2010,348-87-4969,87054,26,Private,149943,HS-grad,9,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,0,0,60,,<=50K
+Pablo Glazer,1/18/2002,748-28-1049,65576,52,Local-gov,246197,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Georgette Betz,3/29/1977,852-56-9254,314,52,Local-gov,192563,Some-college,10,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Bianka Castaneda,7/7/1964,325-96-4298,69228,19,Private,244115,HS-grad,9,Never-married,Other-service,Own-child,Black,Male,0,0,30,United-States,<=50K
+Olivette Pedwell,8/7/1969,512-39-4607,1179,39,Local-gov,98587,Some-college,10,Divorced,Prof-specialty,Own-child,White,Female,0,0,45,United-States,<=50K
+Michelina Josofovitz,7/2/1954,722-66-8492,44036,47,Private,145886,Some-college,10,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Derrick Wolsey,7/8/1969,264-09-8331,68362,27,Private,244315,HS-grad,9,Divorced,Craft-repair,Other-relative,Other,Male,0,0,40,United-States,<=50K
+Clemmy Moorman,7/5/2000,583-15-5467,27578,48,Private,192779,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Corina Boggis,7/22/1966,466-39-7271,80207,50,Private,209464,HS-grad,9,Separated,Other-service,Unmarried,White,Female,0,0,35,United-States,<=50K
+Lorens Pietrowski,4/4/1997,770-41-4983,70433,60,Private,25141,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Peta Hardinge,7/13/1998,870-07-9230,27625,28,Private,405793,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,45,United-States,>50K
+Rustin O'Fergus,2/10/1973,645-83-7131,31806,47,Federal-gov,53498,HS-grad,9,Divorced,Other-service,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Aldwin Hully,3/10/2005,235-89-4467,93833,69,,476653,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,20,United-States,<=50K
+Nissie Skeermor,1/16/1971,364-46-0298,74219,40,Self-emp-not-inc,162312,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,66,South,<=50K
+Sonnie Conquest,2/27/1957,713-64-3204,84504,37,Private,277022,HS-grad,9,Never-married,Handlers-cleaners,Unmarried,White,Female,3887,0,40,Nicaragua,<=50K
+Sherye Eves,6/15/1962,792-90-8795,66156,41,State-gov,109762,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adelle Reims,1/26/1953,271-62-1415,59491,38,Private,123031,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,0,0,48,Trinadad&Tobago,<=50K
+Monte Arlidge,4/25/1955,677-25-6397,9924,46,Federal-gov,119890,Assoc-voc,11,Separated,Tech-support,Not-in-family,Other,Female,0,0,30,United-States,<=50K
+Katharyn Lille,8/26/1991,365-19-5120,65198,21,Self-emp-not-inc,409230,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,30,United-States,<=50K
+Wood Richarz,10/5/1971,154-02-8053,48405,44,Private,223308,Masters,14,Separated,Sales,Unmarried,White,Female,0,0,48,United-States,<=50K
+Rowan Boatwright,11/24/2005,575-54-8031,23015,38,,129150,10th,6,Separated,,Own-child,White,Male,0,0,35,United-States,<=50K
+Tait Gatley,12/2/2000,811-36-7931,74484,47,Self-emp-not-inc,119199,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,>50K
+Bambi Merck,5/30/1954,161-32-6373,17974,42,Private,46221,Doctorate,16,Married-spouse-absent,Other-service,Not-in-family,White,Male,27828,0,60,,>50K
+Ernie Beardon,4/23/1989,491-57-8690,69738,42,Local-gov,351161,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Bertine Sallarie,10/11/1959,780-93-2172,18705,56,Private,174533,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,>50K
+Kaila Blamphin,2/22/1985,814-07-4181,34098,32,Private,324386,Bachelors,13,Never-married,Prof-specialty,Own-child,White,Male,0,0,40,United-States,<=50K
+Rosella Bertin,4/1/1958,742-60-0632,81867,24,Private,126568,Bachelors,13,Married-civ-spouse,Other-service,Husband,White,Male,0,0,33,United-States,<=50K
+Cesya Scanterbury,8/19/1982,833-69-3105,57087,26,Private,275703,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,<=50K
+Shaine Lamp,10/27/1982,651-81-1600,10609,36,Self-emp-not-inc,219611,Bachelors,13,Never-married,Sales,Not-in-family,Black,Female,2174,0,50,United-States,<=50K
+Ericka Pretti,7/14/2004,455-71-5674,27433,49,Private,200471,11th,7,Never-married,Other-service,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Carlos Oller,9/8/2003,468-35-0595,86876,65,Private,155261,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Karolina Edridge,11/30/1950,663-49-7536,79160,73,State-gov,74040,7th-8th,4,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,0,0,40,United-States,<=50K
+Fletch Drife,10/6/1997,479-09-4552,85809,34,Private,226296,11th,7,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Susannah Fishbie,5/30/1998,102-26-2772,34632,22,Private,211968,Bachelors,13,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Ruthy Tremolieres,6/1/2004,353-73-5310,93035,49,Local-gov,126446,Some-college,10,Never-married,Other-service,Unmarried,White,Female,0,0,30,United-States,<=50K
+Lorrin Marc,4/28/2010,890-64-0754,41184,25,Private,262885,11th,7,Never-married,Other-service,Unmarried,Black,Female,0,0,32,United-States,<=50K
+Geralda Axelbee,1/25/1991,414-83-6862,14821,39,Private,188069,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,25,United-States,<=50K
+Augusta Geoghegan,2/24/1955,882-08-7416,53681,19,Private,113546,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Ondrea Bigrigg,3/27/1956,747-75-4305,39148,24,Private,227070,10th,6,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,0,0,40,United-States,<=50K
+Tyler Font,3/31/1988,516-34-5807,97826,34,Private,136997,HS-grad,9,Divorced,Adm-clerical,Unmarried,White,Female,0,0,35,United-States,<=50K
+Carolin Troop,11/25/1952,291-07-5272,59322,35,,119006,HS-grad,9,Widowed,,Own-child,White,Female,0,0,38,United-States,<=50K
+Lu Zettler,5/2/1952,299-95-9559,88686,21,Private,212407,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,United-States,<=50K
+Leesa Antonomolii,11/18/2000,730-62-6458,8688,43,Private,197810,Masters,14,Divorced,Other-service,Unmarried,White,Female,0,0,40,United-States,<=50K
+Holli Cottesford,1/22/1976,727-24-5505,17537,35,Federal-gov,35309,Bachelors,13,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,0,0,28,,<=50K
+Emeline Gearty,5/9/1987,143-54-6015,49063,39,Private,141802,Some-college,10,Divorced,Adm-clerical,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Meredithe Olczyk,11/24/1960,891-32-8402,80570,48,,184513,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,80,United-States,>50K
+Meredith Cristofolo,2/15/1953,682-97-2977,83104,33,Self-emp-not-inc,124187,Assoc-acdm,12,Never-married,Other-service,Not-in-family,Black,Male,0,0,32,United-States,<=50K
+Horatius Lamplough,3/12/1975,851-02-9126,55509,19,Private,201743,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,26,United-States,<=50K
+Zebadiah Crippen,6/5/1959,370-50-6431,54871,17,Private,156736,10th,6,Never-married,Sales,Unmarried,White,Female,0,0,12,United-States,<=50K
+Ardeen Golledge,2/26/1973,398-50-6573,95525,43,Self-emp-not-inc,47261,Some-college,10,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Godfree Drennan,7/12/1994,418-13-8741,73364,62,Private,150693,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,42,United-States,<=50K
+Carlye Cantor,1/24/1951,615-85-8755,58710,53,Local-gov,233734,Masters,14,Divorced,Prof-specialty,Not-in-family,Black,Female,0,0,40,United-States,>50K
+Idalia Anthiftle,4/15/1955,892-99-6113,67715,45,State-gov,35969,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Elyssa Braxay,1/19/1954,475-45-8951,76407,47,Private,159550,HS-grad,9,Divorced,Adm-clerical,Not-in-family,Black,Female,0,0,40,United-States,<=50K
+Ivor Dudden,6/14/1977,791-91-4390,69069,30,Private,190823,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+Jeromy Frankom,3/4/1981,358-43-7517,36182,53,Private,213378,HS-grad,9,Separated,Sales,Not-in-family,White,Female,0,0,33,United-States,<=50K
+Crin Menat,7/24/1982,224-16-4994,79329,24,Private,257500,HS-grad,9,Separated,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Israel Wackley,10/16/1985,689-77-0043,88121,41,Local-gov,488706,Some-college,10,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,40,United-States,<=50K
+Allix McVeigh,5/16/1998,474-09-1114,27299,58,Local-gov,239405,5th-6th,3,Divorced,Other-service,Other-relative,Black,Female,0,0,40,Haiti,<=50K
+Jeannette Peeter,12/29/1999,295-72-6673,30395,27,Federal-gov,105189,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Male,4865,0,50,United-States,<=50K
+Jania Woffinden,2/28/1983,273-83-9337,33878,63,State-gov,109735,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,38,United-States,<=50K
+Leese Dono,2/15/1964,449-86-1809,23557,50,Private,172942,Some-college,10,Divorced,Other-service,Own-child,White,Male,0,0,28,United-States,<=50K
+Maurizio Splevings,4/17/1980,898-34-5861,903,43,Local-gov,209899,Masters,14,Never-married,Tech-support,Not-in-family,Black,Female,8614,0,47,United-States,>50K
+Koralle Kingscott,11/4/1951,600-54-6326,4611,29,Self-emp-inc,87745,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Jenine Vearncomb,4/18/1968,733-67-6750,3090,41,Private,187881,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,3942,0,40,United-States,<=50K
+Terry McEntagart,11/21/1989,326-98-4561,30083,55,Private,234125,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Rennie Teale,1/23/1974,796-09-9629,2064,36,Private,272944,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Osborn Zanettini,9/5/1955,663-60-7703,40890,23,Local-gov,129232,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Nani Pearton,8/19/1982,843-07-5744,71206,22,Private,100345,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,13550,0,55,United-States,>50K
+Kleon McKeating,3/17/1991,492-39-2299,8909,58,Self-emp-not-inc,195835,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Johny Poel,4/11/1953,824-63-6727,75429,25,Private,251854,11th,7,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Wat Eyden,12/28/1994,620-26-5239,93646,40,Private,103474,HS-grad,9,Married-civ-spouse,Sales,Wife,White,Female,0,0,30,United-States,<=50K
+Silvan Loader,2/21/2008,184-09-9530,95017,38,Private,22042,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,39,United-States,<=50K
+Othilie Dillistone,5/19/1992,179-18-7559,64925,37,Private,343721,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Cullen Fotitt,4/4/2004,157-26-2699,28330,19,Private,232368,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,35,United-States,<=50K
+Adriana Pinchen,7/7/1977,245-03-5204,17843,55,Private,174478,10th,6,Never-married,Other-service,Not-in-family,White,Male,0,0,29,United-States,<=50K
+Gerri Soppitt,3/5/1993,614-97-4889,59141,55,Private,282023,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,50,United-States,>50K
+Yehudit Hillburn,1/5/1970,400-45-1358,14844,28,Private,274690,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Leah Rubinowicz,9/4/1990,426-86-6559,78785,53,Private,251675,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,El-Salvador,<=50K
+Jolynn Blaes,1/5/2002,544-56-6595,16888,32,,647882,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,40,,<=50K
+Lurlene Culpan,8/29/1980,295-60-2179,70303,60,Private,128367,Some-college,10,Divorced,Prof-specialty,Unmarried,White,Male,3325,0,42,United-States,<=50K
+Jerrome Greatorex,5/24/1962,857-08-7604,52135,32,Private,37380,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Nelia Maile,11/4/1998,644-54-2568,44168,34,Private,173730,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Jehanna Goulden,12/21/1962,572-57-5993,55810,49,Private,353824,Some-college,10,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,45,United-States,>50K
+Claudie Shorie,11/10/2001,284-09-5595,54412,21,Private,225890,Some-college,10,Never-married,Other-service,Other-relative,White,Female,0,0,30,United-States,<=50K
+Justin Kruse,6/7/1974,350-89-4952,35535,24,State-gov,147147,Bachelors,13,Never-married,Adm-clerical,Not-in-family,Black,Female,0,0,20,United-States,<=50K
+Zane Tidmas,5/29/1977,320-59-0205,79921,53,Private,233780,Assoc-voc,11,Divorced,Adm-clerical,Not-in-family,Black,Female,2202,0,40,United-States,<=50K
+Justinn Loftus,10/23/2007,176-71-6579,93766,29,Private,394927,Assoc-voc,11,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,,<=50K
+Larry Records,11/25/1972,438-14-2084,78039,34,Local-gov,188682,Bachelors,13,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ally Milne,10/25/1992,791-49-4866,17874,52,,115209,Prof-school,15,Married-spouse-absent,,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Valentine Starkings,4/24/1957,719-18-7488,49765,41,Private,277192,5th-6th,3,Married-civ-spouse,Farming-fishing,Wife,White,Female,0,0,40,Mexico,<=50K
+Rolf Cain,5/21/1956,623-19-7788,62248,21,Private,314182,HS-grad,9,Never-married,Other-service,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Dollie Kenyon,12/26/1995,228-95-8404,95007,43,Private,220776,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,35,United-States,>50K
+Eugenie Sirkett,4/5/1983,388-51-1682,66586,31,Local-gov,189269,HS-grad,9,Never-married,Protective-serv,Own-child,White,Male,0,0,40,United-States,<=50K
+Merna Minchin,3/14/1979,270-08-9027,50379,38,Private,35429,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,2042,40,United-States,<=50K
+Hortense Govett,1/17/1988,870-03-4710,32703,42,Private,154374,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,2415,60,United-States,>50K
+Arlette Bennike,5/2/1988,522-69-1909,2587,62,Private,161460,Bachelors,13,Never-married,Farming-fishing,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Corene Pettisall,8/12/1957,676-55-4207,15410,51,Private,251487,7th-8th,4,Widowed,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Dory Bartul,4/23/1990,574-35-8036,64075,30,Private,177531,HS-grad,9,Never-married,Sales,Unmarried,Black,Female,0,0,25,United-States,<=50K
+Ursa Binder,10/24/1986,152-76-9705,70697,24,Private,53942,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Sibbie Peniman,11/17/1985,829-14-3711,50336,36,Private,113481,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Fawnia Alvarado,11/30/2007,785-72-2463,57500,57,Private,361324,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Lindsey Imlock,8/24/1991,385-82-1230,54422,46,Private,330087,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,>50K
+Chlo Tothe,4/29/1967,140-33-5168,84277,33,Private,276221,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Layne Tregona,2/10/1996,289-62-9822,29802,42,Private,121055,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Franz Howerd,8/18/1954,291-71-8660,39051,62,Private,118696,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Quintin Simnel,1/12/1966,668-15-8248,77136,64,Self-emp-not-inc,289741,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,20,United-States,<=50K
+Leese Burgane,3/20/1963,271-02-7344,90597,18,Private,238401,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Whitney Indruch,10/22/1993,567-80-5412,1393,43,Private,262038,5th-6th,3,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,0,0,35,Mexico,<=50K
+Felice L'Hommee,11/1/1987,291-91-5157,42489,62,Self-emp-not-inc,26911,7th-8th,4,Widowed,Other-service,Not-in-family,White,Female,0,0,66,United-States,<=50K
+Danya Haslin,8/11/1998,370-61-8733,64666,29,Private,161155,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,United-States,<=50K
+Rochell Pennell,5/21/1979,326-56-9937,93599,43,Private,252519,Bachelors,13,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,Haiti,>50K
+Blanca Chichgar,6/7/1972,895-77-9594,19381,39,Private,43712,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,40,United-States,>50K
+Gustaf Pinkstone,9/4/1985,534-61-9950,42010,69,,167826,Bachelors,13,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Ingelbert Castlake,5/12/1976,459-60-6046,2584,34,Private,188900,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,40,United-States,<=50K
+Adam Remirez,3/20/2004,106-07-9420,47670,44,Private,120057,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,4386,0,45,United-States,>50K
+Aurie Franceschino,1/24/2000,760-15-5597,44845,25,Private,134113,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,30,United-States,<=50K
+Moyra Goodburn,9/29/1995,187-32-5194,79192,47,Local-gov,165822,Some-college,10,Divorced,Transport-moving,Unmarried,White,Male,0,0,40,United-States,<=50K
+Dottie Legier,7/23/2003,376-67-6416,75924,17,Private,99161,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,8,United-States,<=50K
+Joyous Wloch,1/22/2004,849-29-6306,9033,41,Local-gov,74581,Bachelors,13,Divorced,Prof-specialty,Unmarried,White,Male,0,0,65,United-States,<=50K
+Corby Roelofs,9/6/1985,708-32-4040,52331,19,Private,304643,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,20,United-States,<=50K
+Stinky Hallward,3/26/1985,234-58-3537,70825,57,Private,121821,1st-4th,2,Married-civ-spouse,Other-service,Husband,Other,Male,0,0,40,Dominican-Republic,<=50K
+Lorita Somers,2/28/1991,458-02-1471,12208,25,Private,154863,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Male,0,0,35,United-States,<=50K
+Anson Grealish,12/29/2008,581-27-4848,72138,37,Local-gov,365430,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,Canada,>50K
+Dorian Luxon,10/7/1950,411-06-1779,69704,29,Private,183111,Assoc-voc,11,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Gaylor Mallen,10/14/1975,332-50-4781,75863,32,Private,50178,Some-college,10,Never-married,Sales,Own-child,White,Male,0,0,35,United-States,<=50K
+Krissy Nouch,4/29/1961,682-62-7203,90910,35,Private,186845,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Florenza Bramah,1/13/1974,463-32-3128,65505,52,Private,159908,12th,8,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ulrike Hebner,7/30/2007,716-37-1344,28582,41,Private,162189,HS-grad,9,Never-married,Machine-op-inspct,Own-child,White,Female,1831,0,40,Peru,<=50K
+Adora Beaulieu,10/12/2003,103-69-2537,39065,29,Private,128509,HS-grad,9,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,0,0,38,El-Salvador,<=50K
+Marice Casari,8/22/1985,473-25-5332,66144,23,Private,143032,Masters,14,Never-married,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+Bar Stabler,1/13/1964,652-93-4895,66466,31,Private,382368,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Templeton Preuvost,8/1/1999,299-14-6893,84364,40,Private,210013,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Davin Caulder,12/3/1952,634-19-4313,24043,19,Private,293928,HS-grad,9,Never-married,Adm-clerical,Own-child,White,Female,0,0,20,United-States,<=50K
+Bret Butting,2/23/1988,725-03-8915,89441,21,Private,208503,Some-college,10,Never-married,Transport-moving,Own-child,White,Male,0,0,10,United-States,<=50K
+Wendeline Beck,2/2/1953,765-80-4710,26748,37,State-gov,191841,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,8614,0,40,United-States,>50K
+Aleta Labone,5/19/1989,310-12-2312,86274,49,Self-emp-not-inc,355978,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,99999,0,35,United-States,>50K
+Trudi Messager,12/25/2001,890-05-1848,3653,64,Local-gov,202738,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+Burl Wheal,8/7/1965,871-79-5225,43543,37,Local-gov,144322,Assoc-voc,11,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Jermaine Topper,2/17/1955,151-58-1214,70152,70,Self-emp-not-inc,155141,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,2377,12,United-States,>50K
+Delainey Buttfield,4/16/1996,610-16-5230,44021,22,Private,160120,10th,6,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,0,0,30,United-States,<=50K
+Woodrow Lewins,1/1/1972,482-49-3134,16103,29,Self-emp-inc,190450,HS-grad,9,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,0,40,Germany,<=50K
+Lynette Calbert,8/16/2008,647-25-2218,25669,37,Private,212900,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Taryn Drynan,7/27/2009,681-61-7726,55687,29,Private,115677,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Clayborn Camilli,3/7/1998,857-56-3382,23126,38,Private,252250,11th,7,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Agata Kovnot,9/26/1991,212-35-2856,60200,27,Private,212041,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Euell Vasilchikov,6/18/1970,777-77-3448,16536,58,State-gov,198145,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,35,United-States,>50K
+Ham Storrie,4/18/1958,798-74-8750,23700,60,Local-gov,113658,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,35,United-States,<=50K
+Oralla Harriss,7/11/1963,771-14-0698,28462,20,Private,32426,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Terra Crowley,7/24/1961,178-82-3749,96092,51,Private,98791,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Barrett Flipek,8/2/1957,188-61-7904,73088,37,Private,203828,9th,5,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,65,United-States,<=50K
+Tania Barti,12/26/1964,620-56-2224,70731,22,State-gov,186634,12th,8,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,50,United-States,>50K
+Elfrida Behn,7/9/1984,618-98-0590,30764,56,Self-emp-not-inc,125147,10th,6,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Tiffanie Edgeson,7/22/2007,715-66-3080,24779,26,Private,247455,Bachelors,13,Married-civ-spouse,Sales,Wife,White,Female,5178,0,42,United-States,>50K
+Flore Aleksandrikin,3/22/1961,598-87-4796,46850,19,Private,97215,Some-college,10,Separated,Sales,Unmarried,White,Female,0,0,25,United-States,<=50K
+Layton Lydster,6/20/1960,833-71-5635,68244,37,Private,330826,Assoc-voc,11,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,30,United-States,<=50K
+Spence Hrynczyk,3/11/2002,387-50-2185,91280,27,Private,200802,Some-college,10,Never-married,Tech-support,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Reynolds Stellman,7/27/2010,317-19-9671,80293,27,Private,156266,HS-grad,9,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Male,0,0,20,United-States,<=50K
+Brandie Milier,3/30/1964,289-30-1521,74964,52,Self-emp-not-inc,72257,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Devonne Vasile,10/12/1953,527-56-0296,98156,45,Private,363087,HS-grad,9,Separated,Machine-op-inspct,Unmarried,Black,Female,0,0,40,United-States,<=50K
+Pia Bielfelt,12/29/2009,663-30-2866,92200,28,Private,25955,Some-college,10,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,0,0,40,United-States,<=50K
+Verna Kubiczek,9/11/1999,396-27-1960,47323,20,Private,334633,HS-grad,9,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Kristan Dosdell,9/16/1999,272-30-1367,88606,28,Private,109162,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Riki Hackin,4/12/1982,186-99-9072,42021,44,Private,569761,Assoc-voc,11,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,40,United-States,<=50K
+Susann Fathers,12/3/1983,177-77-0625,3262,30,Private,209900,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Nerte Potkin,9/1/1990,198-24-7317,72431,26,State-gov,272986,Assoc-acdm,12,Never-married,Adm-clerical,Own-child,Black,Female,0,0,8,United-States,<=50K
+Beilul Lorroway,10/23/1995,389-40-1169,9702,55,,52267,Masters,14,Married-civ-spouse,,Husband,White,Male,0,0,18,United-States,<=50K
+Jamesy Keegan,9/20/1952,316-11-6518,20694,46,Private,82946,HS-grad,9,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Lanae Lathey,10/4/1984,271-09-8584,41178,51,Private,104651,Bachelors,13,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,<=50K
+Inness Peasby,8/18/2007,864-20-8306,4234,25,Local-gov,58441,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Aila Mayor,11/6/1961,199-67-6529,37262,43,Local-gov,269733,HS-grad,9,Separated,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Wenda Daen,8/28/1997,521-17-2448,89294,19,,128453,HS-grad,9,Never-married,,Own-child,White,Female,0,0,28,United-States,<=50K
+Lee Lockhurst,4/5/2002,182-23-9337,87160,36,Private,179468,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Moritz Brixey,10/20/1974,788-67-3072,6851,36,Private,183081,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Constantia Otto,9/9/1957,193-23-6478,82607,48,Private,102938,Bachelors,13,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,0,0,40,Vietnam,<=50K
+Clemmie Paliser,10/20/2008,335-33-6123,66440,30,,157289,11th,7,Never-married,,Unmarried,White,Male,0,0,40,United-States,<=50K
+Gwenneth Brushfield,1/31/1970,841-40-4121,21430,24,Private,359828,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,44,United-States,>50K
+Pablo Mariaud,9/10/1967,145-44-2581,35626,30,Private,155659,HS-grad,9,Divorced,Other-service,Unmarried,White,Female,0,0,36,United-States,<=50K
+Wheeler Batchelor,9/16/1975,624-46-2133,43042,24,Private,585203,Bachelors,13,Married-civ-spouse,Exec-managerial,Wife,White,Female,7688,0,45,United-States,>50K
+Moise Scarth,3/22/2005,756-53-6780,57250,62,Private,173601,Bachelors,13,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Franciskus Chandler,3/10/2011,350-71-5644,78472,41,Self-emp-not-inc,214541,HS-grad,9,Divorced,Transport-moving,Not-in-family,White,Male,0,1590,40,United-States,<=50K
+Katey Karoly,3/9/1970,169-77-4403,41727,49,Self-emp-not-inc,163352,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,85,United-States,>50K
+Maxim Pluthero,6/1/1964,116-94-5209,55210,36,Self-emp-not-inc,153976,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,<=50K
+Yale Carvill,9/22/1987,301-44-0756,85613,47,Local-gov,247676,Masters,14,Divorced,Prof-specialty,Unmarried,White,Female,5455,0,45,United-States,<=50K
+Shaun Lakey,10/6/2008,453-63-7294,46589,49,State-gov,155372,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Abrahan Fonquernie,5/3/1983,591-52-5954,40960,52,Private,329733,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Delilah Lyddyard,5/23/1960,212-45-0188,24173,52,Private,162576,Assoc-acdm,12,Married-civ-spouse,Tech-support,Husband,White,Male,0,0,40,United-States,>50K
+Neill Stiegar,4/20/2003,214-93-2829,65468,26,Private,176520,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Male,0,0,53,United-States,<=50K
+Hynda Dysert,8/13/2010,504-29-7058,8337,51,State-gov,226885,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Sawyer Jone,5/31/1970,217-84-5364,31854,18,Private,120781,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Gawain Jansema,11/24/1950,176-38-9857,35117,30,Private,375827,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,40,United-States,<=50K
+Gus Bisson,4/5/1961,334-03-2494,73170,46,Private,205504,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,20,United-States,<=50K
+Noby Trumper,12/8/1975,377-02-3973,93241,28,Private,198813,HS-grad,9,Never-married,Handlers-cleaners,Own-child,Black,Female,0,0,40,United-States,<=50K
+Grove Faux,5/10/1975,307-04-8762,47454,48,Self-emp-inc,254291,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7298,0,50,United-States,>50K
+Kalila Swatman,12/25/1976,769-03-2222,37559,62,Private,159908,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,38,United-States,>50K
+Jody Barg,8/31/1991,573-55-2563,16185,49,Private,40000,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,4064,0,44,United-States,<=50K
+Eben Pullar,4/16/1951,779-21-4661,56369,69,Private,102874,HS-grad,9,Widowed,Adm-clerical,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Wynn Sproat,10/24/1985,680-50-8247,31103,35,Private,117381,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,8614,0,45,United-States,>50K
+Darrel Englefield,12/22/1954,343-18-5209,44942,78,Private,180239,Masters,14,Widowed,Craft-repair,Unmarried,Asian-Pac-Islander,Male,0,0,40,South,<=50K
+Olag Seden,12/10/1956,503-96-4794,9835,61,Private,539563,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Chris Myrie,5/31/1991,817-98-4947,748,24,Private,261561,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Laetitia Lazer,10/16/1978,586-06-4738,51677,29,Private,81057,Some-college,10,Never-married,Adm-clerical,Own-child,White,Female,0,0,40,United-States,<=50K
+Charles Harwin,11/19/2011,485-08-7985,96690,36,Self-emp-not-inc,160120,Bachelors,13,Married-civ-spouse,Sales,Husband,Other,Male,0,0,45,,<=50K
+Cally Labitt,1/21/1976,679-15-9321,82879,17,Private,41979,10th,6,Never-married,Farming-fishing,Own-child,White,Male,0,0,40,United-States,<=50K
+Nigel Mangenot,3/29/1958,317-41-4972,99904,27,Private,275110,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,0,0,80,United-States,>50K
+Auria Geeves,6/18/2011,880-55-3696,49515,64,Private,265661,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,40,United-States,<=50K
+Israel Wrathmell,4/12/1974,607-38-6381,49020,33,Self-emp-not-inc,193246,HS-grad,9,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,55,France,<=50K
+Kristel Harty,10/15/1988,550-96-6184,91054,32,Private,236543,12th,8,Married-civ-spouse,Craft-repair,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Vern Skouling,11/9/2003,577-79-8741,39251,19,Private,29510,Some-college,10,Never-married,Other-service,Own-child,White,Female,0,0,20,United-States,<=50K
+Truman Dorbin,9/1/1974,179-88-2620,37885,42,State-gov,105804,11th,7,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,United-States,<=50K
+Cyndia Bernardes,5/20/1952,892-67-0804,42230,24,Private,194604,Bachelors,13,Never-married,Sales,Own-child,White,Female,0,0,15,United-States,<=50K
+Denys Leynham,7/17/2006,344-37-3636,92012,23,Private,1038553,HS-grad,9,Never-married,Exec-managerial,Not-in-family,Black,Male,0,0,45,United-States,<=50K
+Averil Griffitt,11/12/1950,440-68-0857,64686,51,Local-gov,209320,Prof-school,15,Never-married,Prof-specialty,Not-in-family,White,Male,3325,0,40,United-States,<=50K
+Chad Guisby,5/18/1958,578-38-6736,488,31,Private,193231,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Male,3325,0,60,United-States,<=50K
+Felicity Zukerman,5/22/1980,780-06-6382,53862,44,Private,307468,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,29,United-States,>50K
+Faber Geerits,4/10/1972,130-04-9760,28043,38,Private,255941,Masters,14,Never-married,Exec-managerial,Not-in-family,White,Female,10520,0,50,United-States,>50K
+Daile McClenaghan,4/23/1981,603-17-6934,85698,44,Local-gov,107845,Assoc-acdm,12,Divorced,Protective-serv,Not-in-family,White,Female,0,0,56,United-States,>50K
+Carlye Niles,4/9/1961,679-56-8917,62755,44,Self-emp-not-inc,567788,5th-6th,3,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,40,Mexico,<=50K
+Laurens Griffen,11/30/1992,199-60-6940,23386,38,Private,91857,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,44,United-States,<=50K
+Livvyy Berge,7/30/1978,671-98-8618,43019,36,Private,732569,9th,5,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Johnnie Jeenes,10/22/2000,387-85-7898,37256,29,Private,86613,1st-4th,2,Never-married,Other-service,Not-in-family,White,Male,0,0,20,El-Salvador,<=50K
+Arny Hewson,2/17/1977,591-54-4709,11477,46,Private,35961,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,25,Germany,<=50K
+Angeline Fetherstonhaugh,5/26/1994,693-04-9566,3066,47,Private,114754,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Delcine Vannuccinii,8/14/1957,315-97-6808,60553,30,Private,235124,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,99999,0,40,United-States,>50K
+Othello Gauler,6/18/1984,344-43-3487,16415,37,Local-gov,218490,HS-grad,9,Married-civ-spouse,Protective-serv,Husband,White,Male,7688,0,35,United-States,>50K
+Jackie Luscombe,11/5/1984,205-71-7664,80472,27,Private,329426,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Kali Karlsson,8/4/1975,682-77-1360,24109,43,Private,181015,HS-grad,9,Divorced,Machine-op-inspct,Unmarried,White,Female,0,0,50,United-States,<=50K
+Alverta O'Garmen,7/31/1984,225-86-5341,71970,44,Self-emp-not-inc,264740,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,>50K
+Angel Castanos,7/28/1959,851-59-6343,64100,31,Private,381153,Some-college,10,Never-married,Exec-managerial,Unmarried,White,Male,0,0,60,United-States,<=50K
+Francine Beernaert,9/13/1985,776-28-9553,72530,34,Private,189759,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,45,United-States,>50K
+Bryn Limerick,7/22/1992,107-54-4550,75637,39,Private,230467,Bachelors,13,Never-married,Sales,Own-child,White,Male,0,1092,40,Germany,<=50K
+Celestina Mellodey,3/23/1991,761-98-2574,5972,36,Private,218542,Some-college,10,Divorced,Craft-repair,Unmarried,White,Female,0,0,40,United-States,<=50K
+Jorgan Pepon,10/25/1959,105-84-9770,75751,57,Private,298507,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,3103,0,40,United-States,>50K
+Fowler Trevaskiss,4/28/1979,769-85-5486,85610,78,Private,111189,7th-8th,4,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,35,Dominican-Republic,<=50K
+Derril O'Hanlon,12/8/1969,341-59-3045,30623,24,Private,168997,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Tris Strauss,9/18/1991,615-08-3304,17338,39,Private,168894,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Korella Glowacz,2/18/1999,332-27-7206,77409,21,Private,149809,Assoc-acdm,12,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Flory Struijs,8/30/1973,258-60-2754,161,34,Private,344073,HS-grad,9,Separated,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,>50K
+Levi Quarrell,2/20/1968,226-20-7227,45960,22,Private,416165,Some-college,10,Never-married,Sales,Unmarried,White,Female,0,0,32,United-States,<=50K
+Dennison Godwyn,9/9/1964,139-59-7827,324,36,Private,41490,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gordon Maiklem,12/26/1965,231-22-3375,67996,61,Private,40269,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Sophey Spadelli,3/6/1955,556-70-3068,18521,67,,243256,9th,5,Married-civ-spouse,,Husband,White,Male,0,0,15,United-States,<=50K
+Asia Pothbury,10/20/1984,364-20-9744,47881,42,Private,250536,Some-college,10,Separated,Other-service,Unmarried,Black,Female,0,0,21,Haiti,<=50K
+Zorah Letterese,10/19/1970,393-05-0787,85683,49,Federal-gov,105586,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,0,0,40,United-States,>50K
+Dexter Baylis,11/11/2000,416-26-8681,24302,58,Private,51499,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Hershel Strooband,3/9/1975,398-12-3597,34148,37,Local-gov,189878,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,60,United-States,<=50K
+Sanders Redwin,7/1/1995,682-09-6217,37582,39,Private,179481,HS-grad,9,Never-married,Tech-support,Not-in-family,White,Male,4650,0,44,United-States,<=50K
+Enriqueta Blackborn,2/18/2010,457-50-9791,6435,25,Private,299765,Some-college,10,Separated,Adm-clerical,Other-relative,Black,Female,0,0,40,Jamaica,<=50K
+Erick Origan,9/9/1954,564-02-6097,97522,45,Self-emp-inc,155664,5th-6th,3,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,,>50K
+Halsey Carass,10/9/1952,710-65-5981,48168,30,Private,54608,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Aime Haggar,3/8/2011,724-02-5621,83360,49,,174702,Some-college,10,Never-married,,Not-in-family,White,Male,0,0,35,United-States,<=50K
+Karla Jandak,3/17/1980,326-29-9193,43642,36,Self-emp-not-inc,285020,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,2885,0,40,United-States,<=50K
+Zollie Grellier,8/3/1971,694-08-5067,81200,23,Private,201145,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,65,United-States,<=50K
+Genevieve Deekes,5/16/1984,366-57-7637,50767,51,Private,125796,Some-college,10,Married-civ-spouse,Adm-clerical,Wife,Black,Female,0,0,35,Jamaica,<=50K
+Blakelee Schott,5/22/1986,318-08-8216,99057,55,Private,249072,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,60,United-States,<=50K
+Reeta Grunguer,4/14/1953,685-69-7363,14328,35,Private,99156,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Rodolphe Lillicrap,4/19/1998,750-57-4194,71742,45,State-gov,94754,Masters,14,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,India,<=50K
+Lyndsay Dillistone,5/12/1963,841-75-6701,53930,36,Private,111128,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,48,United-States,>50K
+Piggy Blackall,12/24/2001,815-75-8025,21629,32,Local-gov,157887,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Wit Fealty,6/8/1993,358-72-9565,4026,39,Private,74194,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Byram Cameron,3/15/1973,338-07-9536,34512,47,Self-emp-inc,168191,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Orran Melmar,5/10/1973,118-49-8118,78650,49,Private,28334,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Perry Murrie,12/11/1953,332-20-6915,37899,52,Private,84278,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,55,,>50K
+Gan Scothorne,10/7/1950,765-80-4133,50457,44,Private,721161,Some-college,10,Separated,Machine-op-inspct,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Lil Leads,12/26/1984,370-15-5351,98446,36,Private,188069,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Steffie Moyler,1/28/1958,290-99-1973,83455,40,Private,145178,Some-college,10,Divorced,Craft-repair,Unmarried,Black,Female,0,0,30,United-States,<=50K
+Ryun Koenen,1/14/1984,553-48-4124,75756,17,Private,52967,10th,6,Never-married,Other-service,Own-child,White,Female,0,0,6,United-States,<=50K
+Ingram Landsborough,12/3/1991,570-05-1688,12115,18,Private,177578,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,38,United-States,<=50K
+Andriana Karpenko,1/25/1965,100-74-3984,2098,30,Self-emp-inc,185384,Some-college,10,Married-civ-spouse,Exec-managerial,Wife,White,Female,0,0,25,United-States,<=50K
+Briggs Wrenn,8/16/1993,864-17-3202,26178,66,Private,66008,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,50,England,<=50K
+Catlin Wartonby,5/13/2006,313-54-6577,91968,59,Private,329059,Bachelors,13,Never-married,Craft-repair,Not-in-family,White,Male,0,0,50,United-States,<=50K
+Lonni Fosserd,4/26/2007,245-31-7357,12894,30,Local-gov,348802,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,40,United-States,<=50K
+Carlin Beauchamp,5/23/1982,709-99-0558,97642,50,Private,34233,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Byron Strewthers,3/9/1958,491-87-5494,18626,24,Private,509629,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Alla Zapata,3/15/1997,473-08-7808,38890,28,Private,27956,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,99,Philippines,<=50K
+Shantee Peert,3/16/2002,773-60-3486,83026,44,Local-gov,83286,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Samson Yard,8/4/1959,494-13-2593,84172,25,Private,309098,Assoc-voc,11,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Roby Tolefree,9/21/1997,870-81-9703,78275,45,Private,188950,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Crichton Langlois,7/27/1975,282-76-0206,32435,20,Private,224217,HS-grad,9,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Kurtis Fulker,12/4/1993,582-45-9678,13130,67,Private,222899,Assoc-voc,11,Divorced,Prof-specialty,Unmarried,White,Female,0,0,40,United-States,<=50K
+Chelsie Vardie,11/18/2006,710-97-3812,63097,40,Self-emp-not-inc,123306,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Cyrillus Chrisp,8/7/1988,525-93-6404,76977,52,Federal-gov,279337,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Galen Etoile,2/6/1968,879-49-7244,87931,34,Private,347166,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,50,United-States,>50K
+Brynn Husher,3/6/2009,675-89-5502,76312,37,Local-gov,251396,Assoc-acdm,12,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,Canada,>50K
+Loralie Mullan,5/12/1985,796-30-7092,47821,17,Self-emp-inc,143034,10th,6,Never-married,Other-service,Own-child,White,Male,0,0,4,United-States,<=50K
+Alys Crew,5/23/1995,493-49-8350,56280,25,Private,57635,Assoc-voc,11,Married-civ-spouse,Sales,Wife,White,Female,0,0,42,United-States,>50K
+Kial Raymont,9/13/1992,624-31-8008,22805,35,Local-gov,162651,Bachelors,13,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,Puerto-Rico,<=50K
+Noak Cakes,8/5/1980,135-51-2640,64089,63,Private,28334,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,>50K
+Dollie Laurence,5/31/2003,141-74-2021,34518,38,Local-gov,84570,Some-college,10,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Florentia Sedgeman,3/19/1969,411-44-8250,59363,33,Private,181091,Bachelors,13,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,60,Iran,>50K
+Kory Swadden,6/15/1987,152-53-8845,40346,51,Local-gov,117496,Masters,14,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,40,United-States,>50K
+Zared Maxweell,5/13/1952,275-97-9985,48797,64,State-gov,216160,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,Columbia,>50K
+Shell Border,12/19/1973,890-73-1556,29387,50,Self-emp-inc,204447,Some-college,10,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Toinette Zanettini,11/13/1957,431-91-6489,57725,18,Private,374969,10th,6,Never-married,Transport-moving,Not-in-family,White,Male,0,0,56,United-States,<=50K
+Darb Troubridge,4/7/1990,377-50-3360,89737,67,Private,35015,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,99,United-States,<=50K
+Lazarus Brunstan,5/28/1992,626-26-8439,72520,46,Private,179869,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Laural Forsdicke,4/30/1988,468-32-5574,4160,60,Self-emp-not-inc,137733,Bachelors,13,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,50,United-States,<=50K
+Lovell Bedingfield,8/19/1965,851-10-8381,98504,29,Private,193125,HS-grad,9,Never-married,Machine-op-inspct,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Brooks Antwis,3/4/1963,175-89-5911,23143,30,Private,103649,Some-college,10,Never-married,Other-service,Own-child,Black,Female,0,0,40,United-States,<=50K
+Elias Hurn,6/23/2007,218-20-1869,27426,56,State-gov,54260,Doctorate,16,Married-civ-spouse,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,2885,0,40,China,<=50K
+Sly Hanington,8/16/1982,490-31-0594,61312,29,Private,197932,HS-grad,9,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,0,0,40,Mexico,>50K
+Robb Yalden,9/7/1993,179-79-0692,65318,37,Private,249720,Bachelors,13,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,27,United-States,<=50K
+Granthem Droghan,7/31/1998,187-08-9915,34218,55,Private,223613,1st-4th,2,Divorced,Priv-house-serv,Unmarried,White,Female,0,0,30,Cuba,<=50K
+Collen Calderhead,8/19/1956,815-58-8775,77715,24,Private,259865,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Brockie Delouch,5/14/1980,509-55-4686,26818,21,Private,301694,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,0,35,Mexico,<=50K
+Charmian Jamme,4/27/1989,506-84-3881,46616,46,Self-emp-inc,276934,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,70,United-States,>50K
+Cristal De Cruce,11/12/2005,177-14-4952,9539,25,Private,395512,12th,8,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Male,0,0,40,Mexico,<=50K
+Berton Tonna,3/10/1988,139-20-4903,39972,40,Private,168071,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,28,United-States,<=50K
+Valencia Hounsome,11/22/1973,519-53-0828,60585,23,Private,45317,Some-college,10,Separated,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Claudelle Soeiro,3/18/1998,133-12-8183,59411,43,Self-emp-not-inc,311177,Some-college,10,Never-married,Transport-moving,Not-in-family,Black,Male,0,0,30,United-States,<=50K
+Keane Aslie,12/5/1999,299-92-2233,85563,29,Self-emp-not-inc,190636,Some-college,10,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,0,1485,60,United-States,>50K
+Clerkclaude Corneljes,5/4/1999,440-48-1089,14508,59,Private,221336,10th,6,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,0,0,40,Philippines,<=50K
+Galven Schollar,10/22/1972,814-06-9034,28915,18,Private,120691,Some-college,10,Never-married,Other-service,Own-child,Black,Male,0,0,35,,<=50K
+Giffard Brandacci,11/20/1976,859-89-0963,27545,28,Private,107389,HS-grad,9,Never-married,Exec-managerial,Own-child,White,Male,0,0,32,United-States,<=50K
+Brucie Gunthorpe,11/5/1974,811-31-2937,96112,17,Private,293440,11th,7,Never-married,Adm-clerical,Own-child,White,Female,0,0,15,United-States,<=50K
+April Atkin,12/31/1963,766-01-6940,797,53,Private,145409,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,>50K
+Philly Showering,4/10/1982,515-10-2257,93546,22,Private,213902,5th-6th,3,Never-married,Priv-house-serv,Other-relative,White,Female,0,0,40,El-Salvador,<=50K
+Geraldine Port,5/29/1957,364-19-4429,30746,63,Private,100099,HS-grad,9,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Adey Fairbrass,8/24/1970,740-22-5385,51435,32,Private,191856,Masters,14,Married-civ-spouse,Sales,Wife,White,Female,0,0,45,United-States,>50K
+Cicely Aloshechkin,9/19/1977,247-66-0302,6615,40,Local-gov,233891,HS-grad,9,Never-married,Adm-clerical,Unmarried,Black,Female,0,0,35,United-States,<=50K
+Archaimbaud D'Adamo,6/29/2000,347-30-5138,27375,61,Self-emp-not-inc,96073,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,50,England,>50K
+Gardner Klug,10/10/1997,377-27-4752,19167,35,Private,474136,HS-grad,9,Never-married,Craft-repair,Not-in-family,White,Male,0,1408,40,United-States,<=50K
+Gallard Stockin,7/2/1970,736-22-2452,61827,43,Self-emp-not-inc,355856,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,50,Philippines,<=50K
+Egor Corley,6/13/1953,535-74-3938,77696,20,,144685,Some-college,10,Never-married,,Own-child,Asian-Pac-Islander,Female,0,1602,40,Taiwan,<=50K
+Abbey Tavinor,1/23/1995,699-62-2911,55237,48,Self-emp-not-inc,139212,Some-college,10,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Franchot Atlay,9/30/1983,463-93-3739,13024,56,State-gov,143931,Bachelors,13,Widowed,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Chery Lesek,9/7/1953,751-71-9109,80937,51,Federal-gov,160703,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Lorrie von Nassau,10/30/2003,529-71-7583,49202,34,Private,191291,Some-college,10,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Ruthann Striker,6/9/1995,743-22-2481,16896,44,Private,68729,Some-college,10,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,0,1902,40,United-States,>50K
+Davis Tulip,9/7/1953,578-77-8705,91512,61,Private,119986,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,,>50K
+Mersey Janoch,7/26/1982,512-04-8790,84295,37,Private,227545,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,44,United-States,>50K
+Yasmeen Stanman,8/4/1964,100-18-3394,81912,36,Private,32776,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,40,United-States,>50K
+Oralia Gillino,4/23/1968,844-17-8319,18387,34,Private,228881,Some-college,10,Separated,Machine-op-inspct,Not-in-family,Other,Male,0,0,40,United-States,<=50K
+Felizio Reubbens,8/27/2002,485-29-3393,71662,23,Private,84648,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,25,United-States,<=50K
+Cindy Shuard,2/11/1983,409-37-0107,16821,63,Federal-gov,101996,Masters,14,Divorced,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,>50K
+Jobey Rosborough,3/4/1998,804-70-0918,41756,63,,68954,HS-grad,9,Widowed,,Not-in-family,Black,Female,0,0,11,United-States,<=50K
+Doro Fattorini,1/22/1981,695-20-3422,88229,47,Local-gov,285060,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,1977,41,United-States,>50K
+Joceline Crump,12/5/1982,264-76-4654,49736,55,Self-emp-inc,209569,HS-grad,9,Divorced,Sales,Unmarried,White,Female,0,0,50,United-States,>50K
+Lowrance Kelso,4/3/1954,230-36-4514,38770,31,Local-gov,331126,Bachelors,13,Never-married,Protective-serv,Own-child,Black,Male,0,0,48,United-States,<=50K
+Agatha Abrahamoff,6/1/1966,299-10-6660,15456,27,Private,279872,Some-college,10,Divorced,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+York Pickup,4/25/1962,428-85-3878,28838,58,Private,150560,Bachelors,13,Divorced,Adm-clerical,Not-in-family,White,Female,14084,0,40,United-States,>50K
+Reinhold Spellward,8/7/1989,712-05-9522,65162,28,Local-gov,185647,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+Nana Casseldine,6/2/2007,437-54-4400,85040,52,Private,128871,7th-8th,4,Divorced,Machine-op-inspct,Not-in-family,White,Female,0,0,64,United-States,<=50K
+Antonia Loyndon,9/1/1985,538-02-4445,6160,31,Federal-gov,386331,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,Black,Male,0,0,50,United-States,<=50K
+Annetta Templman,6/5/1961,238-80-1365,14877,53,Private,117814,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,38,United-States,<=50K
+Josiah Devlin,5/1/2010,206-97-1008,49427,43,Private,220609,Some-college,10,Divorced,Tech-support,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Truman Floch,12/15/1964,886-86-0900,92216,43,Local-gov,117022,HS-grad,9,Married-spouse-absent,Farming-fishing,Unmarried,Black,Male,0,0,40,United-States,<=50K
+Haroun Asman,12/15/2009,186-82-3843,39005,50,Self-emp-inc,176751,Masters,14,Divorced,Exec-managerial,Not-in-family,White,Male,0,0,80,United-States,>50K
+Atlante Minker,8/12/1974,437-39-5875,95364,68,,76371,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,0,35,United-States,<=50K
+Stevy Reiner,3/29/1967,312-11-3072,60339,37,Private,80410,11th,7,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Mireielle Lenz,2/21/2010,282-74-0194,55865,26,Private,127202,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Tedda Whitter,1/10/1987,236-34-1409,49062,22,Private,121471,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rowena Davidavidovics,12/5/1967,128-73-6540,19305,22,Private,219086,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,<=50K
+Harry Grimwade,11/23/1969,826-08-9913,41503,59,Private,271571,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,15024,0,50,United-States,>50K
+Teresita Sothern,11/18/1973,584-05-0811,74998,30,Private,241583,Some-college,10,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Calv Iredell,5/10/1994,687-17-8996,1258,24,Private,374253,HS-grad,9,Separated,Other-service,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Hi Kelway,12/12/1977,156-41-8223,42658,30,Private,214993,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Walton Nobriga,1/17/1956,328-49-6068,28450,50,Local-gov,199995,Bachelors,13,Divorced,Protective-serv,Not-in-family,White,Male,0,0,40,United-States,>50K
+Bernardina Scarlet,12/28/1992,643-84-8829,49172,38,Private,450924,12th,8,Married-civ-spouse,Other-service,Husband,White,Male,3942,0,40,United-States,<=50K
+Gaelan Killough,7/20/1982,124-17-4989,68070,29,Private,120359,HS-grad,9,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Cathie O' Meara,8/16/2010,447-52-1302,25431,76,Private,93125,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,1424,0,24,United-States,<=50K
+Gerard McEvilly,5/13/1990,753-97-5301,39004,21,Private,187513,Assoc-voc,11,Never-married,Craft-repair,Unmarried,White,Male,0,0,40,United-States,<=50K
+Tani McBeith,3/21/1952,452-08-5738,48248,65,Private,243569,Some-college,10,Widowed,Other-service,Unmarried,White,Female,0,0,24,United-States,<=50K
+Drew Casali,4/4/1996,286-38-6556,20197,43,Private,295510,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,45,United-States,>50K
+Allie Sturton,5/2/2002,494-51-7634,17701,29,Private,29732,Bachelors,13,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,24,United-States,<=50K
+Fabiano Shimoni,4/1/2009,626-82-2664,50046,32,Private,211743,Bachelors,13,Never-married,Sales,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Lexis Castellino,8/16/1981,570-24-7570,10848,37,Private,251396,Assoc-acdm,12,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,65,United-States,>50K
+Maud Glide,1/6/2004,783-71-3756,14753,64,Private,477697,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,16,United-States,<=50K
+Burton Jarritt,7/22/2001,488-37-8579,32296,49,Private,151584,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Drud Wadhams,5/24/2012,680-17-5935,41951,44,Private,193882,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Nadine Tilford,5/8/2000,567-85-9038,12714,68,,117542,HS-grad,9,Married-civ-spouse,,Husband,White,Male,1409,0,15,United-States,<=50K
+Garnette Gresham,12/9/1973,317-98-4209,59935,34,Private,242460,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,7688,0,40,United-States,>50K
+Kym Thorogood,7/1/1972,880-60-8389,12195,35,Private,411395,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,36,United-States,<=50K
+Marylinda Grossman,8/29/2009,681-62-5980,27715,53,Private,191025,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,43,United-States,<=50K
+Niel Abreheart,10/27/1970,520-01-2002,55870,24,Private,154571,Assoc-voc,11,Never-married,Sales,Unmarried,Asian-Pac-Islander,Male,0,0,50,South,<=50K
+Wendel Beaford,7/15/2011,406-35-5646,646,31,Private,208657,Some-college,10,Divorced,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Eleonore Meth,4/13/1969,524-67-0599,41430,25,Private,29599,Some-college,10,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,38,United-States,<=50K
+Layne Gingedale,3/31/1989,204-67-9718,58804,36,Private,423711,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,45,United-States,<=50K
+Edgard Margram,10/20/1999,493-52-1930,16282,29,Private,122000,Some-college,10,Never-married,Sales,Not-in-family,White,Male,0,0,60,United-States,<=50K
+Rafi Gooms,12/16/2006,584-40-9158,34356,37,Private,148581,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,White,Male,0,0,50,United-States,>50K
+Goraud Janowicz,8/11/1998,244-86-1740,60622,42,Self-emp-not-inc,222978,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Aleksandr Woolston,7/29/2001,102-86-1102,30732,30,Private,149118,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Rodrique Bougen,2/17/2002,109-49-9123,61538,32,Self-emp-inc,218407,Some-college,10,Never-married,Exec-managerial,Not-in-family,White,Male,0,0,70,Cuba,<=50K
+Orville Yeardsley,7/25/1975,820-27-2052,40386,47,Self-emp-not-inc,112200,Bachelors,13,Never-married,Exec-managerial,Not-in-family,Black,Male,10520,0,45,United-States,>50K
+Bell Nuth,11/12/1976,447-30-6950,14808,44,Private,85604,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,40,United-States,>50K
+Cornell Genicke,12/29/1995,818-86-9158,55517,19,Private,111232,HS-grad,9,Never-married,Sales,Own-child,White,Male,0,0,40,United-States,<=50K
+Hernando Routledge,7/30/2003,489-94-3890,27782,22,Private,99199,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,48,United-States,<=50K
+Karly Burree,6/1/1987,830-23-7569,12328,51,Private,199995,9th,5,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,50,United-States,>50K
+Myranda Dinsdale,2/7/1994,464-96-0512,53060,69,Private,122850,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,16,United-States,<=50K
+Olympie Macvey,7/7/1974,726-48-6278,22855,73,,90557,11th,7,Married-civ-spouse,,Husband,White,Male,0,0,8,United-States,<=50K
+Kory Bogeys,6/5/1997,199-92-7971,78905,18,,271935,11th,7,Never-married,,Other-relative,White,Female,0,0,20,United-States,<=50K
+Elna Lasslett,8/31/2007,359-14-5296,39426,33,Self-emp-not-inc,361497,HS-grad,9,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Federica Tombleson,1/24/1986,442-63-3453,85648,22,Local-gov,399020,Some-college,10,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,55,United-States,<=50K
+Leif Dusting,8/23/1978,106-45-1393,18827,33,Private,345277,Bachelors,13,Never-married,Tech-support,Not-in-family,White,Female,0,0,45,United-States,>50K
+Parnell Gager,3/10/1960,407-04-1750,80126,20,Federal-gov,55233,Some-college,10,Never-married,Adm-clerical,Other-relative,White,Female,0,0,40,United-States,<=50K
+Stephan Shelley,7/7/1981,615-03-2136,88726,28,Self-emp-not-inc,200515,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Carri Fice,4/21/2012,474-44-4742,17377,25,Private,188119,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Ingmar Morrid,5/14/1987,399-83-5601,14558,27,Private,176683,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,48,United-States,<=50K
+Randi Birkett,9/22/1961,125-55-0542,63771,22,Private,309178,HS-grad,9,Never-married,Transport-moving,Own-child,White,Male,0,0,40,United-States,<=50K
+Benni Culbert,9/18/2004,823-11-6145,46659,67,Self-emp-not-inc,40021,HS-grad,9,Married-civ-spouse,Farming-fishing,Husband,White,Male,0,0,35,United-States,<=50K
+Rahal Burgoyne,2/8/1952,351-03-9020,53224,31,Self-emp-inc,49923,HS-grad,9,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,<=50K
+Gracie Querree,10/13/1953,751-16-9037,85225,36,,36635,Some-college,10,Never-married,,Unmarried,White,Female,0,0,25,United-States,<=50K
+Ester Farenden,5/30/1963,674-47-7602,69440,43,Federal-gov,325706,Prof-school,15,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,50,India,>50K
+Emmy Godmar,8/22/1969,382-40-5605,51689,33,Private,124407,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Koralle Belshaw,8/31/1954,498-14-4611,55217,37,Self-emp-not-inc,301568,HS-grad,9,Married-civ-spouse,Prof-specialty,Wife,White,Female,0,0,35,United-States,>50K
+Rowland Galego,4/25/2001,476-96-9035,33346,27,Private,339956,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,60,United-States,<=50K
+Bil Looker,10/5/2002,303-55-3866,28466,36,Private,176335,Some-college,10,Never-married,Transport-moving,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Althea Draude,10/25/1991,266-16-7890,37583,33,Private,198452,Assoc-acdm,12,Divorced,Sales,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Joete Drayton,6/8/1953,888-91-2791,76090,63,Private,213945,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,15024,0,40,Iran,>50K
+Claudia Cominoli,4/30/2000,315-77-4324,74306,48,Private,171807,Bachelors,13,Divorced,Other-service,Unmarried,White,Female,0,0,56,United-States,>50K
+Lynea Harburtson,9/6/1983,297-51-1509,26601,25,Private,362826,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,White,Male,0,0,45,United-States,<=50K
+Simon Rothwell,7/17/1996,184-59-6813,37507,41,Self-emp-not-inc,344329,HS-grad,9,Married-civ-spouse,Other-service,Husband,White,Male,0,0,10,United-States,<=50K
+Berke Gutteridge,1/20/1978,324-27-3431,9758,26,Private,137678,HS-grad,9,Never-married,Other-service,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Allyce Barnaby,5/23/1989,449-79-0647,55406,23,Private,175424,Some-college,10,Never-married,Adm-clerical,Own-child,Black,Female,0,0,40,United-States,<=50K
+Ruy Mattson,3/21/1960,886-33-6960,60586,33,State-gov,73296,HS-grad,9,Never-married,Other-service,Unmarried,Black,Female,1831,0,40,United-States,<=50K
+Valentine Denidge,5/19/2000,760-70-3698,14124,30,State-gov,137613,Masters,14,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,0,0,17,Taiwan,<=50K
+Delaney Excell,10/1/1974,867-91-6100,65634,67,Self-emp-not-inc,354405,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Cristionna Kimble,7/25/1974,886-44-3000,94195,32,Private,130057,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,55,United-States,>50K
+Orazio Newrick,10/27/1984,252-84-0619,52996,48,Self-emp-not-inc,362883,HS-grad,9,Divorced,Craft-repair,Not-in-family,White,Male,0,0,60,United-States,>50K
+Nikki O'Dougherty,12/18/1972,599-01-3270,74932,51,Private,49017,HS-grad,9,Widowed,Other-service,Not-in-family,White,Female,0,0,24,United-States,<=50K
+Heddi Mingotti,9/27/1997,268-64-7316,6661,39,Private,149943,Masters,14,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,0,0,40,China,<=50K
+Tate Burfield,2/13/1981,813-12-0974,46912,40,Self-emp-inc,99185,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,<=50K
+Gabrielle Clowser,5/24/1977,857-41-9133,38210,40,Private,294708,HS-grad,9,Married-civ-spouse,Transport-moving,Husband,Black,Male,0,0,40,United-States,>50K
+Artie Saffell,3/16/1953,309-07-3171,35722,19,Private,228238,HS-grad,9,Never-married,Machine-op-inspct,Other-relative,White,Male,0,0,40,Mexico,<=50K
+Melesa Sprowle,6/24/1984,690-47-1494,67883,28,Private,156819,HS-grad,9,Divorced,Handlers-cleaners,Unmarried,White,Female,0,0,36,United-States,<=50K
+Kale Angrove,8/29/1999,223-42-4615,34706,47,Private,332727,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,60,United-States,>50K
+Even Clemanceau,6/7/1989,479-19-7928,11495,20,Private,289944,Some-college,10,Never-married,Prof-specialty,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Ernie Neathway,5/29/1981,524-81-0963,43346,41,Private,116103,HS-grad,9,Widowed,Exec-managerial,Other-relative,White,Male,914,0,40,United-States,<=50K
+Harli Kerrane,4/9/1986,473-13-3120,7305,29,Private,24153,Some-college,10,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,0,0,40,United-States,<=50K
+Corabella Gummary,8/12/1995,769-62-2148,34905,40,Private,273425,Bachelors,13,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,50,United-States,>50K
+Andra Ritmeier,1/30/1955,587-54-9788,88471,61,Private,231183,HS-grad,9,Widowed,Exec-managerial,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Remus Hasson,8/6/1989,411-61-9842,62779,25,Private,313930,11th,7,Never-married,Craft-repair,Not-in-family,White,Male,0,0,40,Mexico,<=50K
+Toby Rodman,9/15/1984,589-69-2458,17999,26,Private,114483,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Marget Margery,4/1/2003,182-63-9577,49931,43,Private,162108,Bachelors,13,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Grove Mulmuray,7/18/1965,364-16-8509,48642,17,Private,168807,7th-8th,4,Never-married,Craft-repair,Not-in-family,White,Male,0,0,45,United-States,<=50K
+Ysabel Packe,8/27/2007,598-77-5851,27894,43,Local-gov,143828,Masters,14,Divorced,Prof-specialty,Unmarried,Black,Female,9562,0,40,United-States,>50K
+Licha Hewkin,10/13/1956,746-64-9225,91919,73,Private,242769,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,3471,0,40,England,<=50K
+Sherye Widdocks,7/15/1970,758-35-1221,20409,46,Local-gov,111558,Some-college,10,Divorced,Machine-op-inspct,Own-child,White,Female,0,0,40,United-States,<=50K
+Stephen Cokly,6/10/2002,560-84-4678,54150,19,Private,69770,Some-college,10,Never-married,Other-service,Own-child,White,Male,0,0,20,United-States,<=50K
+Mareah Daens,2/23/1963,197-03-6508,71259,37,Private,291981,HS-grad,9,Divorced,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Elly Alfonsini,8/11/1971,681-91-4989,52855,26,Private,102460,Some-college,10,Married-civ-spouse,Adm-clerical,Husband,White,Male,0,0,40,United-States,<=50K
+Ernaline Trevor,5/11/1999,165-98-9303,38903,47,Private,151584,HS-grad,9,Divorced,Sales,Own-child,White,Male,0,1876,40,United-States,<=50K
+Urbano Lynthal,7/19/1975,408-29-0490,25997,47,Local-gov,287320,Masters,14,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Neddy Murphey,10/3/2000,346-10-3349,89705,29,Private,115677,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Allys Brandi,6/10/1973,722-49-1035,39406,29,Private,239632,HS-grad,9,Never-married,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Clara Fullwood,12/18/1974,311-26-4940,37556,33,Private,409172,Bachelors,13,Married-civ-spouse,Exec-managerial,Own-child,White,Male,0,0,55,United-States,<=50K
+Lidia Wenderott,2/26/1952,733-24-6797,63345,20,Private,186849,HS-grad,9,Never-married,Transport-moving,Other-relative,White,Male,0,0,40,United-States,<=50K
+Arthur Paulusch,12/13/1975,524-06-3043,77989,28,Private,118861,10th,6,Married-civ-spouse,Craft-repair,Wife,Other,Female,0,0,48,Guatemala,<=50K
+Ellette Cafe,2/15/2001,548-67-7515,2300,26,Private,142689,Bachelors,13,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,45,,<=50K
+Langston Pimer,11/16/1962,587-37-7821,73592,41,State-gov,170924,Masters,14,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,United-States,<=50K
+Thorsten Chartman,12/30/1968,271-40-3433,48342,67,,274451,7th-8th,4,Married-civ-spouse,,Husband,White,Male,0,0,40,United-States,<=50K
+Puff Claw,5/14/1974,224-62-6310,80519,43,Private,153489,Bachelors,13,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Alec Ovitts,7/9/1958,222-22-2345,73747,35,Private,186489,9th,5,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,0,0,46,United-States,<=50K
+Enrico MacAlpyne,3/29/1972,760-65-4188,47094,18,Private,192409,12th,8,Never-married,Other-service,Own-child,White,Female,0,0,25,United-States,<=50K
+Dulcie Plumtree,11/2/1976,753-71-9916,58352,55,State-gov,337599,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Melisse Cabell,11/26/1976,265-34-8950,60776,44,Private,195545,HS-grad,9,Divorced,Machine-op-inspct,Own-child,Black,Female,0,0,40,United-States,<=50K
+Aharon Lacroix,7/13/1965,783-95-9967,18688,64,Private,61892,HS-grad,9,Widowed,Priv-house-serv,Not-in-family,White,Female,0,0,15,United-States,<=50K
+Melvin Inglesant,6/23/1992,880-68-9173,98218,34,Self-emp-not-inc,175697,Assoc-voc,11,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,75,United-States,<=50K
+Nate Wyldish,11/13/2004,775-52-7921,79246,38,Private,80303,Some-college,10,Married-civ-spouse,Sales,Husband,White,Male,0,0,60,United-States,>50K
+Christine Mowbury,5/8/1969,145-73-4432,77409,25,Private,419658,HS-grad,9,Never-married,Other-service,Own-child,White,Female,0,0,8,United-States,<=50K
+Farrand Gaw,7/25/1996,390-37-2046,99645,21,Private,319163,Some-college,10,Never-married,Transport-moving,Own-child,Black,Male,0,0,40,United-States,<=50K
+May Pigden,2/6/1956,531-17-9708,14965,37,Private,126743,1st-4th,2,Married-civ-spouse,Other-service,Husband,White,Male,0,0,53,Mexico,<=50K
+Sergio Sea,8/25/1998,613-07-7743,65093,39,Private,301568,Some-college,10,Divorced,Sales,Unmarried,White,Female,0,0,40,United-States,<=50K
+Gianni Fleming,12/29/1976,839-75-5016,2215,34,Private,120461,Some-college,10,Divorced,Adm-clerical,Not-in-family,White,Female,0,0,50,United-States,<=50K
+Marielle Delatour,2/10/1975,214-26-0159,9823,23,Private,268145,Bachelors,13,Never-married,Exec-managerial,Not-in-family,White,Female,0,0,45,United-States,<=50K
+Abbie Sandes,12/1/1957,591-75-3875,83100,54,Private,257337,Some-college,10,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,>50K
+Barn Von Der Empten,10/26/1957,607-13-5939,38181,49,Self-emp-inc,213354,Masters,14,Separated,Exec-managerial,Not-in-family,White,Male,0,0,70,United-States,>50K
+Valentina Seczyk,1/30/2007,645-03-2520,11657,25,Private,303431,HS-grad,9,Married-civ-spouse,Adm-clerical,Wife,White,Female,0,0,40,United-States,<=50K
+Sheena Meale,2/3/2010,545-08-7123,75553,51,Private,124963,Assoc-acdm,12,Married-civ-spouse,Sales,Husband,White,Male,0,0,50,United-States,<=50K
+Vanny Luton,7/9/2012,387-54-5541,77800,29,Private,158218,HS-grad,9,Never-married,Farming-fishing,Unmarried,White,Male,0,0,35,United-States,<=50K
+Keene Keller,12/3/2003,396-24-0743,83462,27,State-gov,553473,Bachelors,13,Married-civ-spouse,Protective-serv,Wife,Black,Female,0,0,48,United-States,<=50K
+Wynny Ramet,7/10/1984,381-15-7734,81671,53,Private,46155,HS-grad,9,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,0,0,40,United-States,<=50K
+Kincaid Portchmouth,8/30/1988,591-04-6719,38696,68,Private,138714,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,55,United-States,>50K
+Bibi De La Salle,10/14/1954,169-56-8956,55339,56,Private,231781,HS-grad,9,Married-civ-spouse,Sales,Husband,White,Male,0,0,40,United-States,>50K
+Analise Andren,4/9/1958,881-31-6037,21619,30,Private,496414,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,40,,<=50K
+Tiffanie Duesberry,10/8/1980,728-92-4876,31621,24,Private,19410,HS-grad,9,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,0,0,48,United-States,<=50K
+Lisha Mellows,5/6/1997,182-99-8406,38468,70,,28471,9th,5,Widowed,,Unmarried,White,Female,0,0,25,United-States,<=50K
+Glennis Melior,5/21/1969,193-03-9211,47410,24,Private,185821,Some-college,10,Never-married,Sales,Own-child,White,Female,0,0,40,United-States,<=50K
+Lia Dyment,5/15/1977,377-46-1524,28614,74,,272667,Assoc-acdm,12,Widowed,,Not-in-family,White,Female,0,0,20,United-States,<=50K
+Alden Ousbie,11/19/1997,687-48-0784,9995,23,,194031,Some-college,10,Never-married,,Not-in-family,White,Female,0,0,25,United-States,<=50K
+Urbano Chadwell,7/10/2010,718-97-3535,5934,41,Local-gov,144995,Masters,14,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,55,United-States,<=50K
+Marin Dobby,6/30/1972,844-83-3364,53716,45,Private,162494,HS-grad,9,Never-married,Sales,Own-child,White,Female,0,0,19,United-States,<=50K
+Lilla Eastwood,8/9/1971,581-58-2621,99395,35,Private,171968,HS-grad,9,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,0,0,40,United-States,<=50K
+Bobbette Pimlock,5/21/2003,661-71-8138,359,21,Private,232569,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Benny McCallister,4/5/1987,557-75-7987,51824,45,Private,161819,11th,7,Separated,Adm-clerical,Unmarried,Black,Female,0,0,25,United-States,<=50K
+Gretal Robbel,8/22/1979,509-07-3471,43429,18,Private,123343,11th,7,Never-married,Sales,Not-in-family,White,Female,0,0,30,United-States,<=50K
+Jemimah Valsler,5/22/1988,288-48-6605,67077,49,Private,105449,Bachelors,13,Never-married,Priv-house-serv,Not-in-family,White,Male,0,0,25,United-States,<=50K
+Fulvia Wilton,8/12/2006,248-29-2013,48312,49,Private,181717,Assoc-voc,11,Separated,Prof-specialty,Own-child,White,Female,0,0,36,United-States,<=50K
+Quinn Iredell,12/7/1964,744-13-3860,54776,45,Local-gov,102359,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,37,United-States,<=50K
+Bay Bulloch,9/23/1963,876-19-5431,56110,27,Private,72887,HS-grad,9,Never-married,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,0,0,40,United-States,<=50K
+Patric Savery,2/3/2012,106-37-7329,76135,28,Private,154571,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,0,0,40,Philippines,<=50K
+Pavlov Feld,12/12/1960,110-89-4208,61222,35,Private,255191,Bachelors,13,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,45,United-States,>50K
+Trudie Kenna,2/26/1998,605-40-9443,85356,33,Private,174789,Some-college,10,Never-married,Machine-op-inspct,Not-in-family,White,Male,0,0,40,United-States,<=50K
+Rogerio Duckering,4/18/1993,644-12-6487,94850,35,Private,110402,11th,7,Married-civ-spouse,Sales,Husband,White,Male,0,0,35,United-States,<=50K
+Rochette Hansley,9/17/1992,714-42-7671,47732,19,Private,208513,HS-grad,9,Never-married,Craft-repair,Other-relative,White,Male,0,0,40,United-States,<=50K
+Karilynn Reedyhough,2/23/1987,863-90-1709,34146,33,Private,121904,Some-college,10,Never-married,Other-service,Not-in-family,White,Female,0,0,28,United-States,<=50K
+Barbra Daber,5/11/1960,268-98-5016,80744,28,Private,34335,HS-grad,9,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Male,14084,0,40,United-States,>50K
+Judah Glandon,2/28/1975,635-95-5837,24902,49,Private,59380,Some-college,10,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,0,0,40,United-States,<=50K
+Marja Lossman,2/5/1982,895-71-2183,68657,61,,135285,HS-grad,9,Married-civ-spouse,,Husband,White,Male,0,2603,32,United-States,<=50K
+Britteny Tine,8/1/2008,560-99-5495,44913,39,Self-emp-inc,126675,Some-college,10,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,25,United-States,<=50K
+Sissy Barnaby,7/3/1989,512-13-6579,28748,22,Private,217363,HS-grad,9,Separated,Adm-clerical,Unmarried,White,Female,0,0,40,United-States,<=50K
+Spencer McCarron,1/9/1956,671-73-5497,45729,42,Private,91836,10th,6,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,40,United-States,<=50K
+Auria Grafton,8/28/1960,148-79-4845,32343,22,Private,184813,Some-college,10,Never-married,Adm-clerical,Own-child,White,Male,0,0,40,United-States,<=50K
+Hyacinthie Gregorin,2/15/1972,774-86-7380,38802,18,Private,178142,HS-grad,9,Never-married,Craft-repair,Own-child,White,Male,0,0,40,United-States,<=50K
+Sterne McMonnies,3/11/1965,565-69-5326,45301,49,Local-gov,102359,9th,5,Widowed,Handlers-cleaners,Unmarried,White,Male,0,2231,40,United-States,>50K
+Arie Skermer,1/2/1996,317-06-3365,11583,33,Self-emp-inc,281832,Doctorate,16,Married-civ-spouse,Prof-specialty,Husband,White,Male,0,0,40,Cuba,>50K
+Harland Pipe,7/3/2001,274-93-3574,27854,28,Private,96226,HS-grad,9,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,45,United-States,<=50K
+Benoit Dallewater,7/15/1954,747-16-0142,65098,42,Private,195124,7th-8th,4,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,0,0,35,Puerto-Rico,<=50K
+Kassia Wanne,10/28/1971,166-63-9529,47386,20,Private,56322,Some-college,10,Never-married,Other-service,Own-child,White,Male,2176,0,25,United-States,<=50K
+Romonda Bernardy,11/26/2001,329-52-1037,819,50,Local-gov,97449,Some-college,10,Married-civ-spouse,Protective-serv,Husband,White,Male,0,0,48,United-States,<=50K
+Nobe Pyne,11/22/1963,449-98-5323,28368,32,Private,339773,Some-college,10,Married-civ-spouse,Exec-managerial,Husband,White,Male,0,0,40,United-States,>50K
+Deva Dows,7/19/2009,682-32-2279,87306,31,Federal-gov,210926,HS-grad,9,Separated,Handlers-cleaners,Unmarried,White,Female,0,0,40,United-States,<=50K
+Uta Kilius,1/16/1997,759-25-8290,53328,29,Private,199499,Assoc-voc,11,Never-married,Other-service,Not-in-family,Black,Male,0,0,40,United-States,<=50K
+Elmira Dignan,1/15/1955,464-97-5831,88938,46,Federal-gov,190729,Some-college,10,Married-civ-spouse,Other-service,Husband,White,Male,0,0,40,United-States,<=50K
+Odelia Arnowitz,3/16/2002,281-29-4527,62845,32,Self-emp-inc,191385,Doctorate,16,Never-married,Prof-specialty,Not-in-family,White,Male,0,0,77,United-States,<=50K
+Delano Basillon,5/24/1970,894-52-4831,6362,61,Private,193479,HS-grad,9,Widowed,Adm-clerical,Unmarried,White,Female,0,0,24,United-States,<=50K
+Jillene Losano,11/5/1967,863-85-9176,4373,43,Self-emp-not-inc,225165,11th,7,Married-civ-spouse,Craft-repair,Husband,White,Male,0,0,55,United-States,<=50K
+Averil Brafield,9/21/1955,759-33-5348,29056,35,Private,346766,HS-grad,9,Never-married,Handlers-cleaners,Not-in-family,White,Female,0,0,40,United-States,<