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tableau-prep-r-ml-titanic

Tableau Prep work for machine learning on the Titanic dataset

This repo contains all the files and code to create a Tableau Prep flow that uses R.

Introduction

As a Tableau Prep user, I have noticed that R lacked some good case with Tableau Prep. To solve this issue, I created a workflow that combines both. The goal of the workflow was to predict survival of a subset of the passenger of the Titanic.

Data

The data has been sourced from the Kaggle Titanic: Machine Learning from Disaster tutorial competition.

Tableau Prep

This flow has been made on Tableau Prep 2019.4.2

R / Rserve

I used R version 3.6.2 with the following packages:

  • base 3.6.2
  • stats 3.6.2
  • utils 3.6.2
  • stringr 1.4.0
  • ranger 0.11.2
  • Metrics 0.1.4
  • Rserve 1.7-3.1

I used Rstudio version 1.5.2019 to write the code.

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Tableau Prep work for machine learning on the Titanic dataset

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