|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": 3, |
| 6 | + "metadata": {}, |
| 7 | + "outputs": [ |
| 8 | + { |
| 9 | + "data": { |
| 10 | + "text/html": [ |
| 11 | + "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>" |
| 12 | + ], |
| 13 | + "text/vnd.plotly.v1+html": [ |
| 14 | + "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>" |
| 15 | + ] |
| 16 | + }, |
| 17 | + "metadata": {}, |
| 18 | + "output_type": "display_data" |
| 19 | + } |
| 20 | + ], |
| 21 | + "source": [ |
| 22 | + "import plotly\n", |
| 23 | + "import plotly.graph_objs as go\n", |
| 24 | + "plotly.offline.init_notebook_mode(connected=True)" |
| 25 | + ] |
| 26 | + }, |
| 27 | + { |
| 28 | + "cell_type": "markdown", |
| 29 | + "metadata": {}, |
| 30 | + "source": [ |
| 31 | + "# Basic Pie Chart" |
| 32 | + ] |
| 33 | + }, |
| 34 | + { |
| 35 | + "cell_type": "code", |
| 36 | + "execution_count": 4, |
| 37 | + "metadata": {}, |
| 38 | + "outputs": [ |
| 39 | + { |
| 40 | + "data": { |
| 41 | + "application/vnd.plotly.v1+json": { |
| 42 | + "config": { |
| 43 | + "linkText": "Export to plot.ly", |
| 44 | + "plotlyServerURL": "https://plot.ly", |
| 45 | + "showLink": true |
| 46 | + }, |
| 47 | + "data": [ |
| 48 | + { |
| 49 | + "labels": [ |
| 50 | + "Oxygen", |
| 51 | + "Hydrogen", |
| 52 | + "Carbon_Dioxide", |
| 53 | + "Nitrogen" |
| 54 | + ], |
| 55 | + "type": "pie", |
| 56 | + "uid": "2e574503-a57d-4ea2-aa41-b770f8461ff6", |
| 57 | + "values": [ |
| 58 | + 4500, |
| 59 | + 2500, |
| 60 | + 1053, |
| 61 | + 500 |
| 62 | + ] |
| 63 | + } |
| 64 | + ], |
| 65 | + "layout": {} |
| 66 | + }, |
| 67 | + "text/html": [ |
| 68 | + "<div id=\"fc57a114-38da-42ff-b7fc-bab6594e18ba\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"fc57a114-38da-42ff-b7fc-bab6594e18ba\", [{\"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"values\": [4500, 2500, 1053, 500], \"type\": \"pie\", \"uid\": \"18aaba2e-5667-4f5f-9d10-a7d1e3578a3e\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"fc57a114-38da-42ff-b7fc-bab6594e18ba\"));});</script>" |
| 69 | + ], |
| 70 | + "text/vnd.plotly.v1+html": [ |
| 71 | + "<div id=\"fc57a114-38da-42ff-b7fc-bab6594e18ba\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"fc57a114-38da-42ff-b7fc-bab6594e18ba\", [{\"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"values\": [4500, 2500, 1053, 500], \"type\": \"pie\", \"uid\": \"18aaba2e-5667-4f5f-9d10-a7d1e3578a3e\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"fc57a114-38da-42ff-b7fc-bab6594e18ba\"));});</script>" |
| 72 | + ] |
| 73 | + }, |
| 74 | + "metadata": {}, |
| 75 | + "output_type": "display_data" |
| 76 | + } |
| 77 | + ], |
| 78 | + "source": [ |
| 79 | + "labels = ['Oxygen','Hydrogen','Carbon_Dioxide','Nitrogen']\n", |
| 80 | + "values = [4500,2500,1053,500]\n", |
| 81 | + "\n", |
| 82 | + "trace = go.Pie(labels=labels, values=values)\n", |
| 83 | + "plotly.offline.iplot([trace], filename='basic_pie_chart')" |
| 84 | + ] |
| 85 | + }, |
| 86 | + { |
| 87 | + "cell_type": "markdown", |
| 88 | + "metadata": {}, |
| 89 | + "source": [ |
| 90 | + "# Styled Pie Chart" |
| 91 | + ] |
| 92 | + }, |
| 93 | + { |
| 94 | + "cell_type": "code", |
| 95 | + "execution_count": 5, |
| 96 | + "metadata": {}, |
| 97 | + "outputs": [ |
| 98 | + { |
| 99 | + "data": { |
| 100 | + "application/vnd.plotly.v1+json": { |
| 101 | + "config": { |
| 102 | + "linkText": "Export to plot.ly", |
| 103 | + "plotlyServerURL": "https://plot.ly", |
| 104 | + "showLink": true |
| 105 | + }, |
| 106 | + "data": [ |
| 107 | + { |
| 108 | + "hoverinfo": "label+percent", |
| 109 | + "labels": [ |
| 110 | + "Oxygen", |
| 111 | + "Hydrogen", |
| 112 | + "Carbon_Dioxide", |
| 113 | + "Nitrogen" |
| 114 | + ], |
| 115 | + "marker": { |
| 116 | + "colors": [ |
| 117 | + "#FEBFB3", |
| 118 | + "#E1396C", |
| 119 | + "#96D38C", |
| 120 | + "#D0F9B1" |
| 121 | + ], |
| 122 | + "line": { |
| 123 | + "color": "#000000", |
| 124 | + "width": 2 |
| 125 | + } |
| 126 | + }, |
| 127 | + "textfont": { |
| 128 | + "size": 20 |
| 129 | + }, |
| 130 | + "textinfo": "value", |
| 131 | + "type": "pie", |
| 132 | + "uid": "595b33b4-b572-44f5-9a18-99eeea5b0286", |
| 133 | + "values": [ |
| 134 | + 4500, |
| 135 | + 2500, |
| 136 | + 1053, |
| 137 | + 500 |
| 138 | + ] |
| 139 | + } |
| 140 | + ], |
| 141 | + "layout": {} |
| 142 | + }, |
| 143 | + "text/html": [ |
| 144 | + "<div id=\"74645c11-3167-49ac-bcf3-3f234588d068\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"74645c11-3167-49ac-bcf3-3f234588d068\", [{\"hoverinfo\": \"label+percent\", \"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"marker\": {\"colors\": [\"#FEBFB3\", \"#E1396C\", \"#96D38C\", \"#D0F9B1\"], \"line\": {\"color\": \"#000000\", \"width\": 2}}, \"textfont\": {\"size\": 20}, \"textinfo\": \"value\", \"values\": [4500, 2500, 1053, 500], \"type\": \"pie\", \"uid\": \"4702e940-ba85-43ca-8e5b-86ad1a94f830\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"74645c11-3167-49ac-bcf3-3f234588d068\"));});</script>" |
| 145 | + ], |
| 146 | + "text/vnd.plotly.v1+html": [ |
| 147 | + "<div id=\"74645c11-3167-49ac-bcf3-3f234588d068\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"74645c11-3167-49ac-bcf3-3f234588d068\", [{\"hoverinfo\": \"label+percent\", \"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"marker\": {\"colors\": [\"#FEBFB3\", \"#E1396C\", \"#96D38C\", \"#D0F9B1\"], \"line\": {\"color\": \"#000000\", \"width\": 2}}, \"textfont\": {\"size\": 20}, \"textinfo\": \"value\", \"values\": [4500, 2500, 1053, 500], \"type\": \"pie\", \"uid\": \"4702e940-ba85-43ca-8e5b-86ad1a94f830\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"74645c11-3167-49ac-bcf3-3f234588d068\"));});</script>" |
| 148 | + ] |
| 149 | + }, |
| 150 | + "metadata": {}, |
| 151 | + "output_type": "display_data" |
| 152 | + } |
| 153 | + ], |
| 154 | + "source": [ |
| 155 | + "labels = ['Oxygen','Hydrogen','Carbon_Dioxide','Nitrogen']\n", |
| 156 | + "values = [4500,2500,1053,500]\n", |
| 157 | + "colors = ['#FEBFB3', '#E1396C', '#96D38C', '#D0F9B1']\n", |
| 158 | + "\n", |
| 159 | + "trace = go.Pie(\n", |
| 160 | + " labels=labels, values=values,\n", |
| 161 | + " hoverinfo='label+percent', \n", |
| 162 | + " textinfo='value', \n", |
| 163 | + " textfont=dict(size=20),\n", |
| 164 | + " marker=dict(\n", |
| 165 | + " colors=colors, \n", |
| 166 | + " line=dict(color='#000000', width=2)\n", |
| 167 | + " )\n", |
| 168 | + ")\n", |
| 169 | + "plotly.offline.iplot([trace], filename='styled_pie_chart')" |
| 170 | + ] |
| 171 | + }, |
| 172 | + { |
| 173 | + "cell_type": "markdown", |
| 174 | + "metadata": {}, |
| 175 | + "source": [ |
| 176 | + "# Donut Chart" |
| 177 | + ] |
| 178 | + }, |
| 179 | + { |
| 180 | + "cell_type": "code", |
| 181 | + "execution_count": 14, |
| 182 | + "metadata": {}, |
| 183 | + "outputs": [ |
| 184 | + { |
| 185 | + "data": { |
| 186 | + "application/vnd.plotly.v1+json": { |
| 187 | + "config": { |
| 188 | + "linkText": "Export to plot.ly", |
| 189 | + "plotlyServerURL": "https://plot.ly", |
| 190 | + "showLink": true |
| 191 | + }, |
| 192 | + "data": [ |
| 193 | + { |
| 194 | + "domain": { |
| 195 | + "x": [ |
| 196 | + 0, |
| 197 | + 0.48 |
| 198 | + ], |
| 199 | + "y": [ |
| 200 | + 0, |
| 201 | + 1 |
| 202 | + ] |
| 203 | + }, |
| 204 | + "hole": 0.4, |
| 205 | + "hoverinfo": "label+percent+name", |
| 206 | + "labels": [ |
| 207 | + "US", |
| 208 | + "China", |
| 209 | + "European Union", |
| 210 | + "Russian Federation", |
| 211 | + "Brazil", |
| 212 | + "India", |
| 213 | + "Rest of World" |
| 214 | + ], |
| 215 | + "name": "GHG Emissions", |
| 216 | + "type": "pie", |
| 217 | + "uid": "32fa5d30-977f-4fa3-bec9-30b7cdd52d19", |
| 218 | + "values": [ |
| 219 | + 16, |
| 220 | + 15, |
| 221 | + 12, |
| 222 | + 6, |
| 223 | + 5, |
| 224 | + 4, |
| 225 | + 42 |
| 226 | + ] |
| 227 | + }, |
| 228 | + { |
| 229 | + "domain": { |
| 230 | + "x": [ |
| 231 | + 0.52, |
| 232 | + 1 |
| 233 | + ], |
| 234 | + "y": [ |
| 235 | + 0, |
| 236 | + 1 |
| 237 | + ] |
| 238 | + }, |
| 239 | + "hole": 0.4, |
| 240 | + "hoverinfo": "label+percent+name", |
| 241 | + "labels": [ |
| 242 | + "US", |
| 243 | + "China", |
| 244 | + "European Union", |
| 245 | + "Russian Federation", |
| 246 | + "Brazil", |
| 247 | + "India", |
| 248 | + "Rest of World" |
| 249 | + ], |
| 250 | + "name": "CO2 Emissions", |
| 251 | + "text": [ |
| 252 | + "CO2", |
| 253 | + "CO2", |
| 254 | + "CO2", |
| 255 | + "CO2", |
| 256 | + "CO2", |
| 257 | + "CO2", |
| 258 | + "CO2" |
| 259 | + ], |
| 260 | + "textposition": "inside", |
| 261 | + "type": "pie", |
| 262 | + "uid": "e7b3bdb8-1c4e-4aec-a46b-e836aa8747cc", |
| 263 | + "values": [ |
| 264 | + 27, |
| 265 | + 11, |
| 266 | + 25, |
| 267 | + 8, |
| 268 | + 1, |
| 269 | + 3, |
| 270 | + 25 |
| 271 | + ] |
| 272 | + } |
| 273 | + ], |
| 274 | + "layout": { |
| 275 | + "annotations": [ |
| 276 | + { |
| 277 | + "font": { |
| 278 | + "size": 20 |
| 279 | + }, |
| 280 | + "showarrow": false, |
| 281 | + "text": "GHG", |
| 282 | + "x": 0.2, |
| 283 | + "y": 0.5 |
| 284 | + }, |
| 285 | + { |
| 286 | + "font": { |
| 287 | + "size": 20 |
| 288 | + }, |
| 289 | + "showarrow": false, |
| 290 | + "text": "CO2", |
| 291 | + "x": 0.8, |
| 292 | + "y": 0.5 |
| 293 | + } |
| 294 | + ], |
| 295 | + "title": "Global Emissions 1990-2011" |
| 296 | + } |
| 297 | + }, |
| 298 | + "text/html": [ |
| 299 | + "<div id=\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\", [{\"domain\": {\"x\": [0, 0.48], \"y\": [0, 1]}, \"hole\": 0.4, \"hoverinfo\": \"label+percent+name\", \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"], \"name\": \"GHG Emissions\", \"values\": [16, 15, 12, 6, 5, 4, 42], \"type\": \"pie\", \"uid\": \"4353a1f2-5fd3-4d44-9ff3-d2d95a5c34cb\"}, {\"domain\": {\"x\": [0.52, 1], \"y\": [0, 1]}, \"hole\": 0.4, \"hoverinfo\": \"label+percent+name\", \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"], \"name\": \"CO2 Emissions\", \"text\": [\"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\"], \"textposition\": \"inside\", \"values\": [27, 11, 25, 8, 1, 3, 25], \"type\": \"pie\", \"uid\": \"e7c12093-bc87-4e4c-9464-c984699a098c\"}], {\"annotations\": [{\"font\": {\"size\": 20}, \"showarrow\": false, \"text\": \"GHG\", \"x\": 0.2, \"y\": 0.5}, {\"font\": {\"size\": 20}, \"showarrow\": false, \"text\": \"CO2\", \"x\": 0.8, \"y\": 0.5}], \"title\": \"Global Emissions 1990-2011\"}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\"));});</script>" |
| 300 | + ], |
| 301 | + "text/vnd.plotly.v1+html": [ |
| 302 | + "<div id=\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\", [{\"domain\": {\"x\": [0, 0.48], \"y\": [0, 1]}, \"hole\": 0.4, \"hoverinfo\": \"label+percent+name\", \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"], \"name\": \"GHG Emissions\", \"values\": [16, 15, 12, 6, 5, 4, 42], \"type\": \"pie\", \"uid\": \"4353a1f2-5fd3-4d44-9ff3-d2d95a5c34cb\"}, {\"domain\": {\"x\": [0.52, 1], \"y\": [0, 1]}, \"hole\": 0.4, \"hoverinfo\": \"label+percent+name\", \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"], \"name\": \"CO2 Emissions\", \"text\": [\"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\", \"CO2\"], \"textposition\": \"inside\", \"values\": [27, 11, 25, 8, 1, 3, 25], \"type\": \"pie\", \"uid\": \"e7c12093-bc87-4e4c-9464-c984699a098c\"}], {\"annotations\": [{\"font\": {\"size\": 20}, \"showarrow\": false, \"text\": \"GHG\", \"x\": 0.2, \"y\": 0.5}, {\"font\": {\"size\": 20}, \"showarrow\": false, \"text\": \"CO2\", \"x\": 0.8, \"y\": 0.5}], \"title\": \"Global Emissions 1990-2011\"}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"24076b94-e5d5-4436-b2f6-3c0dc001e9f7\"));});</script>" |
| 303 | + ] |
| 304 | + }, |
| 305 | + "metadata": {}, |
| 306 | + "output_type": "display_data" |
| 307 | + } |
| 308 | + ], |
| 309 | + "source": [ |
| 310 | + "# 使用字典形式\n", |
| 311 | + "fig = {\n", |
| 312 | + " \"data\": [\n", |
| 313 | + " {\n", |
| 314 | + " \"values\": [16, 15, 12, 6, 5, 4, 42],\n", |
| 315 | + " \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"],\n", |
| 316 | + " # 设置显示区域占左半部分\n", |
| 317 | + " \"domain\": {\n", |
| 318 | + " \"x\": [0, .48],\n", |
| 319 | + " \"y\": [0, 1],\n", |
| 320 | + " },\n", |
| 321 | + " \"name\": \"GHG Emissions\",\n", |
| 322 | + " \"hoverinfo\":\"label+percent+name\",\n", |
| 323 | + " # 设置空心的大小\n", |
| 324 | + " \"hole\": .4,\n", |
| 325 | + " \"type\": \"pie\"\n", |
| 326 | + " },\n", |
| 327 | + " {\n", |
| 328 | + " \"values\": [27, 11, 25, 8, 1, 3, 25],\n", |
| 329 | + " \"labels\": [\"US\", \"China\", \"European Union\", \"Russian Federation\", \"Brazil\", \"India\", \"Rest of World\"],\n", |
| 330 | + " \"text\":[\"CO2\"] * 7,\n", |
| 331 | + " \"textposition\":\"inside\",\n", |
| 332 | + " # 设置显示区域占右半部分\n", |
| 333 | + " \"domain\": {\n", |
| 334 | + " \"x\": [.52, 1],\n", |
| 335 | + " \"y\": [0, 1],\n", |
| 336 | + " },\n", |
| 337 | + " \"name\": \"CO2 Emissions\",\n", |
| 338 | + " \"hoverinfo\":\"label+percent+name\",\n", |
| 339 | + " # 设置空心的大小\n", |
| 340 | + " \"hole\": .4,\n", |
| 341 | + " \"type\": \"pie\"\n", |
| 342 | + " }\n", |
| 343 | + " ],\n", |
| 344 | + " \"layout\": {\n", |
| 345 | + " \"title\":\"Global Emissions 1990-2011\",\n", |
| 346 | + " \"annotations\": [\n", |
| 347 | + " {\n", |
| 348 | + " \"font\": {\"size\": 20},\n", |
| 349 | + " \"showarrow\": False,\n", |
| 350 | + " \"text\": \"GHG\",\n", |
| 351 | + " \"x\": 0.20,\n", |
| 352 | + " \"y\": 0.5\n", |
| 353 | + " },\n", |
| 354 | + " {\n", |
| 355 | + " \"font\": {\"size\": 20},\n", |
| 356 | + " \"showarrow\": False,\n", |
| 357 | + " \"text\": \"CO2\",\n", |
| 358 | + " \"x\": 0.8,\n", |
| 359 | + " \"y\": 0.5\n", |
| 360 | + " }\n", |
| 361 | + " ]\n", |
| 362 | + " }\n", |
| 363 | + "}\n", |
| 364 | + "plotly.offline.iplot(fig, filename='donut')" |
| 365 | + ] |
| 366 | + } |
| 367 | + ], |
| 368 | + "metadata": { |
| 369 | + "kernelspec": { |
| 370 | + "display_name": "Python 3", |
| 371 | + "language": "python", |
| 372 | + "name": "python3" |
| 373 | + }, |
| 374 | + "language_info": { |
| 375 | + "codemirror_mode": { |
| 376 | + "name": "ipython", |
| 377 | + "version": 3 |
| 378 | + }, |
| 379 | + "file_extension": ".py", |
| 380 | + "mimetype": "text/x-python", |
| 381 | + "name": "python", |
| 382 | + "nbconvert_exporter": "python", |
| 383 | + "pygments_lexer": "ipython3", |
| 384 | + "version": "3.6.5" |
| 385 | + } |
| 386 | + }, |
| 387 | + "nbformat": 4, |
| 388 | + "nbformat_minor": 2 |
| 389 | +} |
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