mirror of https://github.com/gsi-upm/sitc
You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
2127 lines
3.7 MiB
Plaintext
2127 lines
3.7 MiB
Plaintext
3 months ago
|
{
|
||
|
|
"cells": [
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"![](images/EscUpmPolit_p.gif \"UPM\")"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"# Course Notes for Learning Intelligent Systems"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"Department of Telematic Engineering Systems, Universidad Politécnica de Madrid, © Carlos A. Iglesias"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"## [Introduction to Visualization](00_Intro_Visualization.ipynb)"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "subslide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"# Hierarchical charts\n",
|
||
|
|
"Charts are used to show the parts of a variable.\n",
|
||
|
|
"\n",
|
||
|
|
"Most popular: pie chart, donut chart, and bar chart."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 2,
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "slide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/html": [
|
||
|
|
"<div>\n",
|
||
|
|
"<style scoped>\n",
|
||
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
||
|
|
" vertical-align: middle;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" .dataframe tbody tr th {\n",
|
||
|
|
" vertical-align: top;\n",
|
||
|
|
" }\n",
|
||
|
|
"\n",
|
||
|
|
" .dataframe thead th {\n",
|
||
|
|
" text-align: right;\n",
|
||
|
|
" }\n",
|
||
|
|
"</style>\n",
|
||
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
||
|
|
" <thead>\n",
|
||
|
|
" <tr style=\"text-align: right;\">\n",
|
||
|
|
" <th></th>\n",
|
||
|
|
" <th>total_bill</th>\n",
|
||
|
|
" <th>tip</th>\n",
|
||
|
|
" <th>sex</th>\n",
|
||
|
|
" <th>smoker</th>\n",
|
||
|
|
" <th>day</th>\n",
|
||
|
|
" <th>time</th>\n",
|
||
|
|
" <th>size</th>\n",
|
||
|
|
" </tr>\n",
|
||
|
|
" </thead>\n",
|
||
|
|
" <tbody>\n",
|
||
|
|
" <tr>\n",
|
||
|
|
" <th>0</th>\n",
|
||
|
|
" <td>16.99</td>\n",
|
||
|
|
" <td>1.01</td>\n",
|
||
|
|
" <td>Female</td>\n",
|
||
|
|
" <td>No</td>\n",
|
||
|
|
" <td>Sun</td>\n",
|
||
|
|
" <td>Dinner</td>\n",
|
||
|
|
" <td>2</td>\n",
|
||
|
|
" </tr>\n",
|
||
|
|
" <tr>\n",
|
||
|
|
" <th>1</th>\n",
|
||
|
|
" <td>10.34</td>\n",
|
||
|
|
" <td>1.66</td>\n",
|
||
|
|
" <td>Male</td>\n",
|
||
|
|
" <td>No</td>\n",
|
||
|
|
" <td>Sun</td>\n",
|
||
|
|
" <td>Dinner</td>\n",
|
||
|
|
" <td>3</td>\n",
|
||
|
|
" </tr>\n",
|
||
|
|
" <tr>\n",
|
||
|
|
" <th>2</th>\n",
|
||
|
|
" <td>21.01</td>\n",
|
||
|
|
" <td>3.50</td>\n",
|
||
|
|
" <td>Male</td>\n",
|
||
|
|
" <td>No</td>\n",
|
||
|
|
" <td>Sun</td>\n",
|
||
|
|
" <td>Dinner</td>\n",
|
||
|
|
" <td>3</td>\n",
|
||
|
|
" </tr>\n",
|
||
|
|
" </tbody>\n",
|
||
|
|
"</table>\n",
|
||
|
|
"</div>"
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
" total_bill tip sex smoker day time size\n",
|
||
|
|
"0 16.99 1.01 Female No Sun Dinner 2\n",
|
||
|
|
"1 10.34 1.66 Male No Sun Dinner 3\n",
|
||
|
|
"2 21.01 3.50 Male No Sun Dinner 3"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"execution_count": 2,
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "execute_result"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"import pandas as pd\n",
|
||
|
|
"from matplotlib import pyplot as plt\n",
|
||
|
|
"import seaborn as sns\n",
|
||
|
|
"\n",
|
||
|
|
"df = sns.load_dataset('tips')\n",
|
||
|
|
"df.head(3)"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "slide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"We can represent them with **pandas** or **mathplotlib**.\n",
|
||
|
|
"\n",
|
||
|
|
"A pie plot is a proportional representation of the numerical data in a column."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 5,
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "subslide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/plain": [
|
||
|
|
"<Axes: ylabel='tip'>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"execution_count": 5,
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "execute_result"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"image/png": "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
|
||
|
|
"text/plain": [
|
||
|
|
"<Figure size 640x480 with 1 Axes>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"df.tip.groupby(df.sex, observed=False).sum().plot(kind='pie') # If observed False: show all values for categorical groupers"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "slide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"For other graph types, we can use *Dash plot.ly*.\n"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 6,
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "fragment"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"name": "stdout",
|
||
|
|
"output_type": "stream",
|
||
|
|
"text": [
|
||
|
|
"['Male', 'Female']\n",
|
||
|
|
"[157, 87]\n"
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"import plotly as py\n",
|
||
|
|
"import plotly.graph_objects as go\n",
|
||
|
|
"\n",
|
||
|
|
"labels = list(df['sex'].value_counts().index)\n",
|
||
|
|
"values = list(df['sex'].value_counts().values)\n",
|
||
|
|
"\n",
|
||
|
|
"print(labels)\n",
|
||
|
|
"print(values)"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 7,
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "subslide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"text/html": [
|
||
|
|
" <script type=\"text/javascript\">\n",
|
||
|
|
" window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
|
||
|
|
" if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
|
||
|
|
" if (typeof require !== 'undefined') {\n",
|
||
|
|
" require.undef(\"plotly\");\n",
|
||
|
|
" define('plotly', function(require, exports, module) {\n",
|
||
|
|
" /**\n",
|
||
|
|
"* plotly.js v2.29.1\n",
|
||
|
|
"* Copyright 2012-2024, Plotly, Inc.\n",
|
||
|
|
"* All rights reserved.\n",
|
||
|
|
"* Licensed under the MIT license\n",
|
||
|
|
"*/\n",
|
||
|
|
"/*! For license information please see plotly.min.js.LICENSE.txt */\n",
|
||
|
|
"!function(t,e){\"object\"==typeof exports&&\"object\"==typeof module?module.exports=e():\"function\"==typeof define&&define.amd?define([],e):\"object\"==typeof exports?exports.Plotly=e():t.Plotly=e()}(self,(function(){return function(){var t={79288:function(t,e,r){\"use strict\";var n=r(3400),i={\"X,X div\":'direction:ltr;font-family:\"Open Sans\",verdana,arial,sans-serif;margin:0;padding:0;',\"X input,X button\":'font-family:\"Open Sans\",verdana,arial,sans-serif;',\"X input:focus,X button:focus\":\"outline:none;\",\"X a\":\"text-decoration:none;\",\"X a:hover\":\"text-decoration:none;\",\"X .crisp\":\"shape-rendering:crispEdges;\",\"X .user-select-none\":\"-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;user-select:none;\",\"X svg\":\"overflow:hidden;\",\"X svg a\":\"fill:#447adb;\",\"X svg a:hover\":\"fill:#3c6dc5;\",\"X .main-svg\":\"position:absolute;top:0;left:0;pointer-events:none;\",\"X .main-svg .draglayer\":\"pointer-events:all;\",\"X .cursor-default\":\"cursor:default;\",\"X .cursor-pointer\":\"cursor:pointer;\",\"X .cursor-crosshair\":\"cursor:crosshair;\",\"X .cursor-move\":\"cursor:move;\",\"X .cursor-col-resize\":\"cursor:col-resize;\",\"X .cursor-row-resize\":\"cursor:row-resize;\",\"X .cursor-ns-resize\":\"cursor:ns-resize;\",\"X .cursor-ew-resize\":\"cursor:ew-resize;\",\"X .cursor-sw-resize\":\"cursor:sw-resize;\",\"X .cursor-s-resize\":\"cursor:s-resize;\",\"X .cursor-se-resize\":\"cursor:se-resize;\",\"X .cursor-w-resize\":\"cursor:w-resize;\",\"X .cursor-e-resize\":\"cursor:e-resize;\",\"X .cursor-nw-resize\":\"cursor:nw-resize;\",\"X .cursor-n-resize\":\"cursor:n-resize;\",\"X .cursor-ne-resize\":\"cursor:ne-resize;\",\"X .cursor-grab\":\"cursor:-webkit-grab;cursor:grab;\",\"X .modebar\":\"position:absolute;top:2px;right:2px;\",\"X .ease-bg\":\"-webkit-transition:background-color .3s ease 0s;-moz-transition:background-color .3s ease 0s;-ms-transition:background-color .3s ease 0s;-o-transition:background-color .3s ease 0s;transition:background-color .3s ease 0s;\",\"X .modebar--hover>:not(.watermark)\":\"opacity:0;-webkit-transition:opacity .3s ease 0s;-moz-transition:opacity .3s ease 0s;-ms-transition:opacity .3s ease 0s;-o-transition:opacity .3s ease 0s;transition:opacity .3s ease 0s;\",\"X:hover .modebar--hover .modebar-group\":\"opacity:1;\",\"X .modebar-group\":\"float:left;display:inline-block;box-sizing:border-box;padding-left:8px;position:relative;vertical-align:middle;white-space:nowrap;\",\"X .modebar-btn\":\"position:relative;font-size:16px;padding:3px 4px;height:22px;cursor:pointer;line-height:normal;box-sizing:border-box;\",\"X .modebar-btn svg\":\"position:relative;top:2px;\",\"X .modebar.vertical\":\"display:flex;flex-direction:column;flex-wrap:wrap;align-content:flex-end;max-height:100%;\",\"X .modebar.vertical svg\":\"top:-1px;\",\"X .modebar.vertical .modebar-group\":\"display:block;float:none;padding-left:0px;padding-bottom:8px;\",\"X .modebar.vertical .modebar-group .modebar-btn\":\"display:block;text-align:center;\",\"X [data-title]:before,X [data-title]:after\":\"position:absolute;-webkit-transform:translate3d(0, 0, 0);-moz-transform:translate3d(0, 0, 0);-ms-transform:translate3d(0, 0, 0);-o-transform:translate3d(0, 0, 0);transform:translate3d(0, 0, 0);display:none;opacity:0;z-index:1001;pointer-events:none;top:110%;right:50%;\",\"X [data-title]:hover:before,X [data-title]:hover:after\":\"display:block;opacity:1;\",\"X [data-title]:before\":'content:\"\";position:absolute;background:rgba(0,0,0,0);border:6px solid rgba(0,0,0,0);z-index:1002;margin-top:-12px;border-bottom-color:#69738a;margin-right:-6px;',\"X [data-title]:after\":\"content:attr(data-title);background:#69738a;color:#fff;padding:8px 10px;font-size:12px;line-height:12px;white-space:nowrap;margin-right:-18px;border-radius:2px;\",\"X .vertical [data-title]:before,X .vertical [data-title]:after\":\"top:0%;right:200%;\",\"X .vertical [data-title]:before\":\"border:6px solid rgba(0,0,0,0);border-left-color:#69738a;margin-top:8px;margin-right:-30px;\",Y:'font-family:\"Open
|
||
|
|
" });\n",
|
||
|
|
" require(['plotly'], function(Plotly) {\n",
|
||
|
|
" window._Plotly = Plotly;\n",
|
||
|
|
" });\n",
|
||
|
|
" }\n",
|
||
|
|
" </script>\n",
|
||
|
|
" "
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/vnd.plotly.v1+json": {
|
||
|
|
"config": {
|
||
|
|
"plotlyServerURL": "https://plot.ly"
|
||
|
|
},
|
||
|
|
"data": [
|
||
|
|
{
|
||
|
|
"labels": [
|
||
|
|
"Male",
|
||
|
|
"Female"
|
||
|
|
],
|
||
|
|
"type": "pie",
|
||
|
|
"values": [
|
||
|
|
157,
|
||
|
|
87
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"layout": {
|
||
|
|
"autosize": true,
|
||
|
|
"template": {
|
||
|
|
"data": {
|
||
|
|
"bar": [
|
||
|
|
{
|
||
|
|
"error_x": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"error_y": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
},
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "bar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"barpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
},
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "barpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"carpet": [
|
||
|
|
{
|
||
|
|
"aaxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"type": "carpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"choropleth": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "choropleth"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "contour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contourcarpet": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "contourcarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmap": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmap"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmapgl": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmapgl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "histogram"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2dcontour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2dcontour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"mesh3d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "mesh3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"parcoords": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "parcoords"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"pie": [
|
||
|
|
{
|
||
|
|
"automargin": true,
|
||
|
|
"type": "pie"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter": [
|
||
|
|
{
|
||
|
|
"fillpattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
},
|
||
|
|
"type": "scatter"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter3d": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattercarpet": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattercarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergeo": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergeo"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattermapbox": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattermapbox"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolargl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolargl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterternary": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterternary"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"surface": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "surface"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"table": [
|
||
|
|
{
|
||
|
|
"cells": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#EBF0F8"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"header": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#C8D4E3"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "table"
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"layout": {
|
||
|
|
"annotationdefaults": {
|
||
|
|
"arrowcolor": "#2a3f5f",
|
||
|
|
"arrowhead": 0,
|
||
|
|
"arrowwidth": 1
|
||
|
|
},
|
||
|
|
"autotypenumbers": "strict",
|
||
|
|
"coloraxis": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"colorscale": {
|
||
|
|
"diverging": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#8e0152"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1,
|
||
|
|
"#c51b7d"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2,
|
||
|
|
"#de77ae"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3,
|
||
|
|
"#f1b6da"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4,
|
||
|
|
"#fde0ef"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5,
|
||
|
|
"#f7f7f7"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6,
|
||
|
|
"#e6f5d0"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7,
|
||
|
|
"#b8e186"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8,
|
||
|
|
"#7fbc41"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.9,
|
||
|
|
"#4d9221"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#276419"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequential": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequentialminus": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"colorway": [
|
||
|
|
"#636efa",
|
||
|
|
"#EF553B",
|
||
|
|
"#00cc96",
|
||
|
|
"#ab63fa",
|
||
|
|
"#FFA15A",
|
||
|
|
"#19d3f3",
|
||
|
|
"#FF6692",
|
||
|
|
"#B6E880",
|
||
|
|
"#FF97FF",
|
||
|
|
"#FECB52"
|
||
|
|
],
|
||
|
|
"font": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"geo": {
|
||
|
|
"bgcolor": "white",
|
||
|
|
"lakecolor": "white",
|
||
|
|
"landcolor": "#E5ECF6",
|
||
|
|
"showlakes": true,
|
||
|
|
"showland": true,
|
||
|
|
"subunitcolor": "white"
|
||
|
|
},
|
||
|
|
"hoverlabel": {
|
||
|
|
"align": "left"
|
||
|
|
},
|
||
|
|
"hovermode": "closest",
|
||
|
|
"mapbox": {
|
||
|
|
"style": "light"
|
||
|
|
},
|
||
|
|
"paper_bgcolor": "white",
|
||
|
|
"plot_bgcolor": "#E5ECF6",
|
||
|
|
"polar": {
|
||
|
|
"angularaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"radialaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"scene": {
|
||
|
|
"xaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"zaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"shapedefaults": {
|
||
|
|
"line": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"ternary": {
|
||
|
|
"aaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"caxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"title": {
|
||
|
|
"x": 0.05
|
||
|
|
},
|
||
|
|
"xaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"image/png": "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
|
||
|
|
"text/html": [
|
||
|
|
"<div> <div id=\"63ffa256-05a2-4894-9095-43012b97395e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div> <script type=\"text/javascript\"> require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById(\"63ffa256-05a2-4894-9095-43012b97395e\")) { Plotly.newPlot( \"63ffa256-05a2-4894-9095-43012b97395e\", [{\"labels\":[\"Male\",\"Female\"],\"values\":[157,87],\"type\":\"pie\"}], {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatter
|
||
|
|
" \n",
|
||
|
|
"var gd = document.getElementById('63ffa256-05a2-4894-9095-43012b97395e');\n",
|
||
|
|
"var x = new MutationObserver(function (mutations, observer) {{\n",
|
||
|
|
" var display = window.getComputedStyle(gd).display;\n",
|
||
|
|
" if (!display || display === 'none') {{\n",
|
||
|
|
" console.log([gd, 'removed!']);\n",
|
||
|
|
" Plotly.purge(gd);\n",
|
||
|
|
" observer.disconnect();\n",
|
||
|
|
" }}\n",
|
||
|
|
"}});\n",
|
||
|
|
"\n",
|
||
|
|
"// Listen for the removal of the full notebook cells\n",
|
||
|
|
"var notebookContainer = gd.closest('#notebook-container');\n",
|
||
|
|
"if (notebookContainer) {{\n",
|
||
|
|
" x.observe(notebookContainer, {childList: true});\n",
|
||
|
|
"}}\n",
|
||
|
|
"\n",
|
||
|
|
"// Listen for the clearing of the current output cell\n",
|
||
|
|
"var outputEl = gd.closest('.output');\n",
|
||
|
|
"if (outputEl) {{\n",
|
||
|
|
" x.observe(outputEl, {childList: true});\n",
|
||
|
|
"}}\n",
|
||
|
|
"\n",
|
||
|
|
" }) }; }); </script> </div>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"#Pie chart\n",
|
||
|
|
"fig = go.Figure(data=[go.Pie(labels=labels, values=values)])\n",
|
||
|
|
"fig.show()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"execution_count": 8,
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "subslide"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"application/vnd.plotly.v1+json": {
|
||
|
|
"config": {
|
||
|
|
"plotlyServerURL": "https://plot.ly"
|
||
|
|
},
|
||
|
|
"data": [
|
||
|
|
{
|
||
|
|
"hole": 0.3,
|
||
|
|
"labels": [
|
||
|
|
"Male",
|
||
|
|
"Female"
|
||
|
|
],
|
||
|
|
"type": "pie",
|
||
|
|
"values": [
|
||
|
|
157,
|
||
|
|
87
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"layout": {
|
||
|
|
"autosize": true,
|
||
|
|
"template": {
|
||
|
|
"data": {
|
||
|
|
"bar": [
|
||
|
|
{
|
||
|
|
"error_x": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"error_y": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
},
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "bar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"barpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"line": {
|
||
|
|
"color": "#E5ECF6",
|
||
|
|
"width": 0.5
|
||
|
|
},
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "barpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"carpet": [
|
||
|
|
{
|
||
|
|
"aaxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"endlinecolor": "#2a3f5f",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"minorgridcolor": "white",
|
||
|
|
"startlinecolor": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"type": "carpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"choropleth": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "choropleth"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "contour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"contourcarpet": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "contourcarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmap": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmap"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"heatmapgl": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "heatmapgl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"pattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "histogram"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"histogram2dcontour": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "histogram2dcontour"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"mesh3d": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"type": "mesh3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"parcoords": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "parcoords"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"pie": [
|
||
|
|
{
|
||
|
|
"automargin": true,
|
||
|
|
"type": "pie"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter": [
|
||
|
|
{
|
||
|
|
"fillpattern": {
|
||
|
|
"fillmode": "overlay",
|
||
|
|
"size": 10,
|
||
|
|
"solidity": 0.2
|
||
|
|
},
|
||
|
|
"type": "scatter"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatter3d": [
|
||
|
|
{
|
||
|
|
"line": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatter3d"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattercarpet": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattercarpet"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergeo": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergeo"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattergl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattergl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scattermapbox": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scattermapbox"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolar": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolar"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterpolargl": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterpolargl"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"scatterternary": [
|
||
|
|
{
|
||
|
|
"marker": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "scatterternary"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"surface": [
|
||
|
|
{
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"colorscale": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"type": "surface"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"table": [
|
||
|
|
{
|
||
|
|
"cells": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#EBF0F8"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"header": {
|
||
|
|
"fill": {
|
||
|
|
"color": "#C8D4E3"
|
||
|
|
},
|
||
|
|
"line": {
|
||
|
|
"color": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"type": "table"
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"layout": {
|
||
|
|
"annotationdefaults": {
|
||
|
|
"arrowcolor": "#2a3f5f",
|
||
|
|
"arrowhead": 0,
|
||
|
|
"arrowwidth": 1
|
||
|
|
},
|
||
|
|
"autotypenumbers": "strict",
|
||
|
|
"coloraxis": {
|
||
|
|
"colorbar": {
|
||
|
|
"outlinewidth": 0,
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"colorscale": {
|
||
|
|
"diverging": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#8e0152"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1,
|
||
|
|
"#c51b7d"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2,
|
||
|
|
"#de77ae"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3,
|
||
|
|
"#f1b6da"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4,
|
||
|
|
"#fde0ef"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5,
|
||
|
|
"#f7f7f7"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6,
|
||
|
|
"#e6f5d0"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7,
|
||
|
|
"#b8e186"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8,
|
||
|
|
"#7fbc41"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.9,
|
||
|
|
"#4d9221"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#276419"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequential": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
],
|
||
|
|
"sequentialminus": [
|
||
|
|
[
|
||
|
|
0,
|
||
|
|
"#0d0887"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.1111111111111111,
|
||
|
|
"#46039f"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.2222222222222222,
|
||
|
|
"#7201a8"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.3333333333333333,
|
||
|
|
"#9c179e"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.4444444444444444,
|
||
|
|
"#bd3786"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.5555555555555556,
|
||
|
|
"#d8576b"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.6666666666666666,
|
||
|
|
"#ed7953"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.7777777777777778,
|
||
|
|
"#fb9f3a"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
0.8888888888888888,
|
||
|
|
"#fdca26"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
1,
|
||
|
|
"#f0f921"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"colorway": [
|
||
|
|
"#636efa",
|
||
|
|
"#EF553B",
|
||
|
|
"#00cc96",
|
||
|
|
"#ab63fa",
|
||
|
|
"#FFA15A",
|
||
|
|
"#19d3f3",
|
||
|
|
"#FF6692",
|
||
|
|
"#B6E880",
|
||
|
|
"#FF97FF",
|
||
|
|
"#FECB52"
|
||
|
|
],
|
||
|
|
"font": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
},
|
||
|
|
"geo": {
|
||
|
|
"bgcolor": "white",
|
||
|
|
"lakecolor": "white",
|
||
|
|
"landcolor": "#E5ECF6",
|
||
|
|
"showlakes": true,
|
||
|
|
"showland": true,
|
||
|
|
"subunitcolor": "white"
|
||
|
|
},
|
||
|
|
"hoverlabel": {
|
||
|
|
"align": "left"
|
||
|
|
},
|
||
|
|
"hovermode": "closest",
|
||
|
|
"mapbox": {
|
||
|
|
"style": "light"
|
||
|
|
},
|
||
|
|
"paper_bgcolor": "white",
|
||
|
|
"plot_bgcolor": "#E5ECF6",
|
||
|
|
"polar": {
|
||
|
|
"angularaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"radialaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"scene": {
|
||
|
|
"xaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
},
|
||
|
|
"zaxis": {
|
||
|
|
"backgroundcolor": "#E5ECF6",
|
||
|
|
"gridcolor": "white",
|
||
|
|
"gridwidth": 2,
|
||
|
|
"linecolor": "white",
|
||
|
|
"showbackground": true,
|
||
|
|
"ticks": "",
|
||
|
|
"zerolinecolor": "white"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"shapedefaults": {
|
||
|
|
"line": {
|
||
|
|
"color": "#2a3f5f"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"ternary": {
|
||
|
|
"aaxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"baxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
},
|
||
|
|
"bgcolor": "#E5ECF6",
|
||
|
|
"caxis": {
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": ""
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"title": {
|
||
|
|
"x": 0.05
|
||
|
|
},
|
||
|
|
"xaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
},
|
||
|
|
"yaxis": {
|
||
|
|
"automargin": true,
|
||
|
|
"gridcolor": "white",
|
||
|
|
"linecolor": "white",
|
||
|
|
"ticks": "",
|
||
|
|
"title": {
|
||
|
|
"standoff": 15
|
||
|
|
},
|
||
|
|
"zerolinecolor": "white",
|
||
|
|
"zerolinewidth": 2
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"image/png": "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
|
||
|
|
"text/html": [
|
||
|
|
"<div> <div id=\"c361b9ae-e950-4387-b581-a4b237199c17\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div> <script type=\"text/javascript\"> require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById(\"c361b9ae-e950-4387-b581-a4b237199c17\")) { Plotly.newPlot( \"c361b9ae-e950-4387-b581-a4b237199c17\", [{\"hole\":0.3,\"labels\":[\"Male\",\"Female\"],\"values\":[157,87],\"type\":\"pie\"}], {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"typ
|
||
|
|
" \n",
|
||
|
|
"var gd = document.getElementById('c361b9ae-e950-4387-b581-a4b237199c17');\n",
|
||
|
|
"var x = new MutationObserver(function (mutations, observer) {{\n",
|
||
|
|
" var display = window.getComputedStyle(gd).display;\n",
|
||
|
|
" if (!display || display === 'none') {{\n",
|
||
|
|
" console.log([gd, 'removed!']);\n",
|
||
|
|
" Plotly.purge(gd);\n",
|
||
|
|
" observer.disconnect();\n",
|
||
|
|
" }}\n",
|
||
|
|
"}});\n",
|
||
|
|
"\n",
|
||
|
|
"// Listen for the removal of the full notebook cells\n",
|
||
|
|
"var notebookContainer = gd.closest('#notebook-container');\n",
|
||
|
|
"if (notebookContainer) {{\n",
|
||
|
|
" x.observe(notebookContainer, {childList: true});\n",
|
||
|
|
"}}\n",
|
||
|
|
"\n",
|
||
|
|
"// Listen for the clearing of the current output cell\n",
|
||
|
|
"var outputEl = gd.closest('.output');\n",
|
||
|
|
"if (outputEl) {{\n",
|
||
|
|
" x.observe(outputEl, {childList: true});\n",
|
||
|
|
"}}\n",
|
||
|
|
"\n",
|
||
|
|
" }) }; }); </script> </div>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {},
|
||
|
|
"output_type": "display_data"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"source": [
|
||
|
|
"#Donut chart\n",
|
||
|
|
"fig = go.Figure(data=[go.Pie(labels=labels, values=values, hole=.3)])\n",
|
||
|
|
"fig.show()"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"# References\n",
|
||
|
|
"* [Data Preprocessing for Machine learning in Python, GeeksForGeeks](https://www.geeksforgeeks.org/data-preprocessing-machine-learning-python/)\n",
|
||
|
|
"* [Plotly](https://plot.ly/python/pie-charts/) library"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"cell_type": "markdown",
|
||
|
|
"metadata": {
|
||
|
|
"slideshow": {
|
||
|
|
"slide_type": "skip"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"## Licence\n",
|
||
|
|
"The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
|
||
|
|
"\n",
|
||
|
|
"© Carlos A. Iglesias, Universidad Politécnica de Madrid."
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"metadata": {
|
||
|
|
"datacleaner": {
|
||
|
|
"position": {
|
||
|
|
"height": "790.33px",
|
||
|
|
"left": "1413.33px",
|
||
|
|
"right": "20px",
|
||
|
|
"top": "50px",
|
||
|
|
"width": "700px"
|
||
|
|
},
|
||
|
|
"python": {
|
||
|
|
"varRefreshCmd": "try:\n print(_datacleaner.dataframe_metadata())\nexcept:\n print([])"
|
||
|
|
},
|
||
|
|
"window_display": false
|
||
|
|
},
|
||
|
|
"kernelspec": {
|
||
|
|
"display_name": "Python 3 (ipykernel)",
|
||
|
|
"language": "python",
|
||
|
|
"name": "python3"
|
||
|
|
},
|
||
|
|
"language_info": {
|
||
|
|
"codemirror_mode": {
|
||
|
|
"name": "ipython",
|
||
|
|
"version": 3
|
||
|
|
},
|
||
|
|
"file_extension": ".py",
|
||
|
|
"mimetype": "text/x-python",
|
||
|
|
"name": "python",
|
||
|
|
"nbconvert_exporter": "python",
|
||
|
|
"pygments_lexer": "ipython3",
|
||
|
|
"version": "3.10.13"
|
||
|
|
},
|
||
|
|
"latex_envs": {
|
||
|
|
"LaTeX_envs_menu_present": true,
|
||
|
|
"autocomplete": true,
|
||
|
|
"bibliofile": "biblio.bib",
|
||
|
|
"cite_by": "apalike",
|
||
|
|
"current_citInitial": 1,
|
||
|
|
"eqLabelWithNumbers": true,
|
||
|
|
"eqNumInitial": 1,
|
||
|
|
"hotkeys": {
|
||
|
|
"equation": "Ctrl-E",
|
||
|
|
"itemize": "Ctrl-I"
|
||
|
|
},
|
||
|
|
"labels_anchors": false,
|
||
|
|
"latex_user_defs": false,
|
||
|
|
"report_style_numbering": false,
|
||
|
|
"user_envs_cfg": false
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"nbformat": 4,
|
||
|
|
"nbformat_minor": 4
|
||
|
|
}
|