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Created on Skills Network Labs
{
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"source": [
"<center>\n",
" <img src=\"https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/Logos/organization_logo/organization_logo.png\" width=\"300\" alt=\"cognitiveclass.ai logo\" />\n",
"</center>\n",
"\n",
"# Waffle Charts, Word Clouds, and Regression Plots\n",
"\n",
"Estaimted time needed: **30** minutes\n",
"\n",
"## Objectives\n",
"\n",
"After complting this lab you will be able to:\n",
"\n",
"- Create Word cloud and Waffle charts\n",
"- Create regression plots with Seaborn library\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
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},
"source": [
"## Table of Contents\n",
"\n",
"<div class=\"alert alert-block alert-info\" style=\"margin-top: 20px\">\n",
"\n",
"1. [Exploring Datasets with _p_andas](#0)<br>\n",
"2. [Downloading and Prepping Data](#2)<br>\n",
"3. [Visualizing Data using Matplotlib](#4) <br>\n",
"4. [Waffle Charts](#6) <br>\n",
"5. [Word Clouds](#8) <br>\n",
"6. [Regression Plots](#10) <br> \n",
" </div>\n",
" <hr>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Exploring Datasets with _pandas_ and Matplotlib<a id=\"0\"></a>\n",
"\n",
"Toolkits: The course heavily relies on [_pandas_](http://pandas.pydata.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) and [**Numpy**](http://www.numpy.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) for data wrangling, analysis, and visualization. The primary plotting library we will explore in the course is [Matplotlib](http://matplotlib.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ).\n",
"\n",
"Dataset: Immigration to Canada from 1980 to 2013 - [International migration flows to and from selected countries - The 2015 revision](http://www.un.org/en/development/desa/population/migration/data/empirical2/migrationflows.shtml?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) from United Nation's website\n",
"\n",
"The dataset contains annual data on the flows of international migrants as recorded by the countries of destination. The data presents both inflows and outflows according to the place of birth, citizenship or place of previous / next residence both for foreigners and nationals. In this lab, we will focus on the Canadian Immigration data.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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},
"source": [
"# Downloading and Prepping Data <a id=\"2\"></a>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Import Primary Modules:\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"outputs": [],
"source": [
"import numpy as np # useful for many scientific computing in Python\n",
"import pandas as pd # primary data structure library\n",
"from PIL import Image # converting images into arrays"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's download and import our primary Canadian Immigration dataset using _pandas_ `read_excel()` method. Normally, before we can do that, we would need to download a module which _pandas_ requires to read in excel files. This module is **xlrd**. For your convenience, we have pre-installed this module, so you would not have to worry about that. Otherwise, you would need to run the following line of code to install the **xlrd** module:\n",
"\n",
"```\n",
"!conda install -c anaconda xlrd --yes\n",
"```\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Download the dataset and read it into a _pandas_ dataframe:\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Data downloaded and read into a dataframe!\n"
]
}
],
"source": [
"df_can = pd.read_excel('https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Canada.xlsx',\n",
" sheet_name='Canada by Citizenship',\n",
" skiprows=range(20),\n",
" skipfooter=2)\n",
"\n",
"print('Data downloaded and read into a dataframe!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's take a look at the first five items in our dataset\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
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"outputs": [
{
"data": {
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"<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>Type</th>\n",
" <th>Coverage</th>\n",
" <th>OdName</th>\n",
" <th>AREA</th>\n",
" <th>AreaName</th>\n",
" <th>REG</th>\n",
" <th>RegName</th>\n",
" <th>DEV</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>...</th>\n",
" <th>2004</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Afghanistan</td>\n",
" <td>935</td>\n",
" <td>Asia</td>\n",
" <td>5501</td>\n",
" <td>Southern Asia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>16</td>\n",
" <td>...</td>\n",
" <td>2978</td>\n",
" <td>3436</td>\n",
" <td>3009</td>\n",
" <td>2652</td>\n",
" <td>2111</td>\n",
" <td>1746</td>\n",
" <td>1758</td>\n",
" <td>2203</td>\n",
" <td>2635</td>\n",
" <td>2004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Albania</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>1450</td>\n",
" <td>1223</td>\n",
" <td>856</td>\n",
" <td>702</td>\n",
" <td>560</td>\n",
" <td>716</td>\n",
" <td>561</td>\n",
" <td>539</td>\n",
" <td>620</td>\n",
" <td>603</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Algeria</td>\n",
" <td>903</td>\n",
" <td>Africa</td>\n",
" <td>912</td>\n",
" <td>Northern Africa</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>80</td>\n",
" <td>...</td>\n",
" <td>3616</td>\n",
" <td>3626</td>\n",
" <td>4807</td>\n",
" <td>3623</td>\n",
" <td>4005</td>\n",
" <td>5393</td>\n",
" <td>4752</td>\n",
" <td>4325</td>\n",
" <td>3774</td>\n",
" <td>4331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>American Samoa</td>\n",
" <td>909</td>\n",
" <td>Oceania</td>\n",
" <td>957</td>\n",
" <td>Polynesia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Andorra</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 43 columns</p>\n",
"</div>"
],
"text/plain": [
" Type Coverage OdName AREA AreaName REG \\\n",
"0 Immigrants Foreigners Afghanistan 935 Asia 5501 \n",
"1 Immigrants Foreigners Albania 908 Europe 925 \n",
"2 Immigrants Foreigners Algeria 903 Africa 912 \n",
"3 Immigrants Foreigners American Samoa 909 Oceania 957 \n",
"4 Immigrants Foreigners Andorra 908 Europe 925 \n",
"\n",
" RegName DEV DevName 1980 ... 2004 2005 2006 \\\n",
"0 Southern Asia 902 Developing regions 16 ... 2978 3436 3009 \n",
"1 Southern Europe 901 Developed regions 1 ... 1450 1223 856 \n",
"2 Northern Africa 902 Developing regions 80 ... 3616 3626 4807 \n",
"3 Polynesia 902 Developing regions 0 ... 0 0 1 \n",
"4 Southern Europe 901 Developed regions 0 ... 0 0 1 \n",
"\n",
" 2007 2008 2009 2010 2011 2012 2013 \n",
"0 2652 2111 1746 1758 2203 2635 2004 \n",
"1 702 560 716 561 539 620 603 \n",
"2 3623 4005 5393 4752 4325 3774 4331 \n",
"3 0 0 0 0 0 0 0 \n",
"4 1 0 0 0 0 1 1 \n",
"\n",
"[5 rows x 43 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_can.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's find out how many entries there are in our dataset\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(195, 43)\n"
]
}
],
"source": [
"# print the dimensions of the dataframe\n",
"print(df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Clean up data. We will make some modifications to the original dataset to make it easier to create our visualizations. Refer to _Introduction to Matplotlib and Line Plots_ and _Area Plots, Histograms, and Bar Plots_ for a detailed description of this preprocessing.\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"data dimensions: (195, 38)\n"
]
}
],
"source": [
"# clean up the dataset to remove unnecessary columns (eg. REG) \n",
"df_can.drop(['AREA','REG','DEV','Type','Coverage'], axis = 1, inplace = True)\n",
"\n",
"# let's rename the columns so that they make sense\n",
"df_can.rename (columns = {'OdName':'Country', 'AreaName':'Continent','RegName':'Region'}, inplace = True)\n",
"\n",
"# for sake of consistency, let's also make all column labels of type string\n",
"df_can.columns = list(map(str, df_can.columns))\n",
"\n",
"# set the country name as index - useful for quickly looking up countries using .loc method\n",
"df_can.set_index('Country', inplace = True)\n",
"\n",
"# add total column\n",
"df_can['Total'] = df_can.sum (axis = 1)\n",
"\n",
"# years that we will be using in this lesson - useful for plotting later on\n",
"years = list(map(str, range(1980, 2014)))\n",
"print ('data dimensions:', df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Visualizing Data using Matplotlib<a id=\"4\"></a>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Import `matplotlib`:\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Matplotlib version: 3.3.2\n"
]
}
],
"source": [
"%matplotlib inline\n",
"\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as mpatches # needed for waffle Charts\n",
"\n",
"mpl.style.use('ggplot') # optional: for ggplot-like style\n",
"\n",
"# check for latest version of Matplotlib\n",
"print ('Matplotlib version: ', mpl.__version__) # >= 2.0.0"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Waffle Charts <a id=\"6\"></a>\n",
"\n",
"A `waffle chart` is an interesting visualization that is normally created to display progress toward goals. It is commonly an effective option when you are trying to add interesting visualization features to a visual that consists mainly of cells, such as an Excel dashboard.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's revisit the previous case study about Denmark, Norway, and Sweden.\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/html": [
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" 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>Continent</th>\n",
" <th>Region</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>1981</th>\n",
" <th>1982</th>\n",
" <th>1983</th>\n",
" <th>1984</th>\n",
" <th>1985</th>\n",
" <th>1986</th>\n",
" <th>...</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>Total</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Country</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
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" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
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" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Denmark</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>272</td>\n",
" <td>293</td>\n",
" <td>299</td>\n",
" <td>106</td>\n",
" <td>93</td>\n",
" <td>73</td>\n",
" <td>93</td>\n",
" <td>...</td>\n",
" <td>62</td>\n",
" <td>101</td>\n",
" <td>97</td>\n",
" <td>108</td>\n",
" <td>81</td>\n",
" <td>92</td>\n",
" <td>93</td>\n",
" <td>94</td>\n",
" <td>81</td>\n",
" <td>3901</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Norway</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>116</td>\n",
" <td>77</td>\n",
" <td>106</td>\n",
" <td>51</td>\n",
" <td>31</td>\n",
" <td>54</td>\n",
" <td>56</td>\n",
" <td>...</td>\n",
" <td>57</td>\n",
" <td>53</td>\n",
" <td>73</td>\n",
" <td>66</td>\n",
" <td>75</td>\n",
" <td>46</td>\n",
" <td>49</td>\n",
" <td>53</td>\n",
" <td>59</td>\n",
" <td>2327</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Sweden</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>281</td>\n",
" <td>308</td>\n",
" <td>222</td>\n",
" <td>176</td>\n",
" <td>128</td>\n",
" <td>158</td>\n",
" <td>187</td>\n",
" <td>...</td>\n",
" <td>205</td>\n",
" <td>139</td>\n",
" <td>193</td>\n",
" <td>165</td>\n",
" <td>167</td>\n",
" <td>159</td>\n",
" <td>134</td>\n",
" <td>140</td>\n",
" <td>140</td>\n",
" <td>5866</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>3 rows × 38 columns</p>\n",
"</div>"
],
"text/plain": [
" Continent Region DevName 1980 1981 1982 1983 \\\n",
"Country \n",
"Denmark Europe Northern Europe Developed regions 272 293 299 106 \n",
"Norway Europe Northern Europe Developed regions 116 77 106 51 \n",
"Sweden Europe Northern Europe Developed regions 281 308 222 176 \n",
"\n",
" 1984 1985 1986 ... 2005 2006 2007 2008 2009 2010 2011 \\\n",
"Country ... \n",
"Denmark 93 73 93 ... 62 101 97 108 81 92 93 \n",
"Norway 31 54 56 ... 57 53 73 66 75 46 49 \n",
"Sweden 128 158 187 ... 205 139 193 165 167 159 134 \n",
"\n",
" 2012 2013 Total \n",
"Country \n",
"Denmark 94 81 3901 \n",
"Norway 53 59 2327 \n",
"Sweden 140 140 5866 \n",
"\n",
"[3 rows x 38 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# let's create a new dataframe for these three countries \n",
"df_dsn = df_can.loc[['Denmark', 'Norway', 'Sweden'], :]\n",
"\n",
"# let's take a look at our dataframe\n",
"df_dsn"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Unfortunately, unlike R, `waffle` charts are not built into any of the Python visualization libraries. Therefore, we will learn how to create them from scratch.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 1.** The first step into creating a waffle chart is determing the proportion of each category with respect to the total.\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Denmark: 0.32255663965602777\n",
"Norway: 0.1924094592359848\n",
"Sweden: 0.48503390110798744\n"
]
}
],
"source": [
"# compute the proportion of each category with respect to the total\n",
"total_values = sum(df_dsn['Total'])\n",
"category_proportions = [(float(value) / total_values) for value in df_dsn['Total']]\n",
"\n",
"# print out proportions\n",
"for i, proportion in enumerate(category_proportions):\n",
" print (df_dsn.index.values[i] + ': ' + str(proportion))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 2.** The second step is defining the overall size of the `waffle` chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n"
]
}
],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"total_num_tiles = width * height # total number of tiles\n",
"\n",
"print ('Total number of tiles is ', total_num_tiles)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 3.** The third step is using the proportion of each category to determe it respective number of tiles\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
}
],
"source": [
"# compute the number of tiles for each catagory\n",
"tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
"# print out number of tiles per category\n",
"for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Based on the calculated proportions, Denmark will occupy 129 tiles of the `waffle` chart, Norway will occupy 77 tiles, and Sweden will occupy 194 tiles.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 4.** The fourth step is creating a matrix that resembles the `waffle` chart and populating it.\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Waffle chart populated!\n"
]
}
],
"source": [
"# initialize the waffle chart as an empty matrix\n",
"waffle_chart = np.zeros((height, width))\n",
"\n",
"# define indices to loop through waffle chart\n",
"category_index = 0\n",
"tile_index = 0\n",
"\n",
"# populate the waffle chart\n",
"for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
"print ('Waffle chart populated!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's take a peek at how the matrix looks like.\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.]])"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"waffle_chart"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"As expected, the matrix consists of three categories and the total number of each category's instances matches the total number of tiles allocated to each category.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 5.** Map the `waffle` chart matrix into a visual.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f6030caa128>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 6.** Prettify the chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"([], [])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAzEAAAD3CAYAAAAtz9q0AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAAAd1UlEQVR4nO3df0xVd/7n8dfhUntlUHK5jRhA0gItlmT9Qa9rR2nFeGWIi8bOdk1M1sTYZjTa7Zhs2MHWjG0Vh1HIGDcYaSR8J9m/bDdNq91ku9+0ERfT1CswTuv3i6B+OzGrYeAqtRY6uZyzf3T3foeK3HO9l8s5Pc9HchI458Pr8/7Tt5/z+RzDsixLAAAAAOASWbNdAAAAAAAkgyYGAAAAgKvQxAAAAABwFZoYAAAAAK5CEwMAAADAVWhiAAAAALhK9mwXAAAAAMC9/va3v+nAgQOKxWKamJjQ888/ry1btkwaY1mWOjs71dvbq8cff1y7d+9WaWmpJKmvr0+dnZ0yTVPr1q3T5s2bE85JEwMAAADgkT322GM6cOCA/H6/YrGYfvvb32rZsmV65pln4mN6e3t1+/ZtHT9+XAMDAzp16pQOHz4s0zTV0dGh/fv3KxgMat++fQqFQiouLp52Tl4nAwAAAPDIDMOQ3++XJE1MTGhiYkKGYUwaE4lE9OKLL8owDD3zzDO6f/++7ty5o8HBQS1cuFAFBQXKzs7WqlWrdPHixYRzshIDAAAAICWmaeo3v/mNbt++rV/84hd6+umnJz2PRqN64okn4r8Hg0FFo1FFo1EFg8FJ9wcGBhLORxMDAAAAeNB3/3JTOU9O/9rW/zc2Nqa33347/ns4HFY4HI7/npWVpaNHj+r+/ftqaWnRX/7yF5WUlMSfW5b1QKZhGA+9nwhNDAAAAOBBOU8W63/kLLY1dsN3/6zm5uaE4372s5+psrJSfX19k5qYYDCo4eHh+O8jIyMKBAKKxWIaGRl54H4i7IkBAAAAPCor27B1Teebb77R/fv3Jf1wUtmf//xnFRUVTRoTCoXU1dUly7J09epV5eTkKBAIqKysTLdu3dLQ0JBisZguXLigUCiUsG5WYgAAAACPMh5LfU3jzp07amtrk2masixLP//5z/Xcc8/pk08+kSTV1tZq+fLl6unp0euvv645c+Zo9+7dkiSfz6cdO3aoqalJpmlq7dq1WrRoUeK6raleRAMAAADwk/ePxf/G1rjwzT/PcCXJYSUGAAAA8KhEr4o5FU0MAAAA4FHGYzQxAAAAAFyElRgAAAAArmL4aGIAAAAAuEgWTQwAAAAANzGyaGIAAAAAuIhvjm+2S3gkNDEAAACAR7ESAwAAAMBV2BMDAAAAwFU4nQwAAACAqxhZWbNdwiOhiQEAAAA8ij0xAAAAAFyFPTEAAAAAXCUrmyOWAQAAALiIW18nS2onTyQSScuk6chxUi3kZCbHSbWQk5kcJ9VCTmZynFQLOZnJcVIt5GQmx0m1ODEn07J8hq3LaZJqYi5dupSWSdOR46RayMlMjpNqISczOU6qhZzM5DipFnIyk+OkWsjJTI6TanFiTqYZWYaty2kMy7KsRIMikYguXbqknTt3ZqImAAAAABnwT/9+va1xz/73/zXDlSTH1p6YUCikUCgkSVq98VxKE3afWZNyTjoyyHFXjpNqcXLO9WuDKeWUlpU7JsdJtXgh52x2RUo59bH+lHPSkUGOu3KcVAs5mclxUi0zkeNGTlxlsYON/QAAAIBHpaOJGR4eVltbm+7evSvDMBQOh7Vhw4ZJYz766COdP39ekmSapm7evKmOjg7l5uZqz5498vv9ysrKks/nU3Nzc8I5aWIAAAAAj0rHEcs+n0/btm1TaWmpxsbG1NjYqCVLlqi4uDg+ZtOmTdq0aZOkH7aqfPzxx8rNzY0/P3DggObPn297TpoYAAAAwKPScfJYIBBQIBCQJM2dO1dFRUWKRqOTmpi/193drdWrV6c0J00MAAAA4FHJvE7W2NgY/zkcDiscDj8wZmhoSDdu3FB5efmUGd9//736+vr0yiuvTLrf1NQkSVq/fv2UuT9GEwMAAAB4lJFl/4srifaqjI+Pq7W1Vdu3b1dOTs6UYy5duqSKiopJr5IdPHhQ+fn5Gh0d1aFDh1RYWKjKyspp50rqOzEAAAAAfjrS9Z2YWCym1tZWvfDCC1q5cuVDx3V3d6u6unrSvfz8fElSXl6eVqxYocHBxCdv0sQAAAAAHpWOJsayLJ08eVJFRUWqr69/6LjvvvtOV65ciX+6Rfph9WZsbCz+8+XLl1VSUpKwbl4nAwAAADwqHaeT9ff3q6urSyUlJWpoaJAkbd26VcPDw5Kk2tpaSdIXX3yhpUuXyu/3x/92dHRULS0tkqSJiQlVV1dr2bJlCeekiQEAAAA8Kpk9MQ+zePFinT59OuG4mpoa1dTUTLpXUFCgo0ePJj0nTQwAAADgVUbqRyzPBpoYAAAAwKOSOWLZSWhiAAAAAI9Kx+tks4EmBgAAAPAoVmIAAAAAuAorMQAAAABcJSvbnU2MYVmWNdtFAAAAAMi8oTe32xq3oOkfZrSOZNlqvSKRiNrb22e6FgAAAAAZZBiGrctpbL1OFgqFFAqFJEmrN55LacLuM2tSzklHBjnuynFSLU7OuX5tMKWc0rJyx+Q4qRYv5JzNrkgppz7Wn3JOOjLIcVeOk2ohJzM5TqplJnLciD0xAAAAAFyF08kAAAAAuAsrMQAAAADchJUYAAAAAK5i+HyzXcIjoYkBAAAAPIqN/QAAAABchdfJAAAAALiLwUoMAAAAABdhJQYAAACAu7AnBgAAAICbGAYrMQAAAABcxMhO/Yjl4eFhtbW16e7duzIMQ+FwWBs2bJg05quvvtKRI0e0YMECSdLKlSv18ssvS5L6+vrU2dkp0zS1bt06bd68OeGcNDEAAACAV6VhY7/P59O2bdtUWlqqsbExNTY2asmSJSouLp407tlnn1VjY+Oke6ZpqqOjQ/v371cwGNS+ffsUCoUe+Nsfc+dLcAAAAABSl2XYu6YRCARUWloqSZo7d66KiooUjUZtTT84OKiFCxeqoKBA2dnZWrVqlS5evJjw71iJAQAAADzKSGIl5u9XUcLhsMLh8ANjhoaGdOPGDZWXlz/w7OrVq2poaFAgENC2bdu0aNEiRaNRBYPB+JhgMKiBgYGEtdDEAAAAAF6VxBHLzc3N0z4fHx9Xa2urtm/frpycnEnPnnrqKZ04cUJ+v189PT06evSojh8/LsuyHsixc9iAYU31lwAAAAB+8r7r+K2tcTmvvDPt81gspt///vdaunSp6uvrE+bt2bNHv/vd73T79m299957evPNNyVJH3zwgSTppZdemvbvba0fRSIRtbe32xkKAAAAwC0Mw941DcuydPLkSRUVFT20gbl792581WVwcFCmaWrevHkqKyvTrVu3NDQ0pFgspgsXLigUCiUs29brZKFQKB62euM5O3/yUN1n1qSck44MctyV46RanJxz/dpgSjmlZeWOyXFSLV7IOZtdkVJOfaw/5Zx0ZJDjrhwn1UJOZnKcVMtM5LiSL/Ujlvv7+9XV1aWSkhI1NDRIkrZu3arh4WFJUm1trT7//HN98skn8vl8mjNnjvbu3SvDMOTz+bRjxw41NTXJNE2tXbtWixYtSjgne2IAAAAAjzKyUj+sePHixTp9+vS0Y+rq6lRXVzfls6qqKlVVVSU1J00MAAAA4FVp+E7MbKCJAQAAALwqidPJnIQmBgAAAPCoZL4T4yQ0MQAAAIBXsRIDAAAAwFWyUj+dbDbQxAAAAABelYbTyWYDTQwAAADgVeyJAQAAAOAq7IkBAAAA4CqsxAAAAABwFYOVGAAAAABuwsZ+AAAAAK7CEcsAAAAAXMWlKzGGZVnWbBcBAAAAIPPG/2eHrXH+X7wyw5Ukx1brFYlE1N7ePtO1AAAAAMgkI8ve5TC2XicLhUIKhUKSpNUbz6U0YfeZNSnnpCODHHflOKkWJ+dcvzaYUk5pWbljcpxUixdyzmZXpJRTH+tPOScdGeS4K8dJtZCTmRwn1TITOa7E6WQAAAAAXMWle2JoYgAAAACPsliJAQAAAOAqWe5sB9xZNQAAAICUpWMlZnh4WG1tbbp7964Mw1A4HNaGDRsmjTl//rw+/PBDSZLf79err76qJ598UpK0Z88e+f1+ZWVlyefzqbm5OeGcNDEAAACAV6Xh5DGfz6dt27aptLRUY2Njamxs1JIlS1RcXBwfs2DBAr311lvKzc1Vb2+v3n33XR0+fDj+/MCBA5o/f77tOWliAAAAAK9Kw0pMIBBQIBCQJM2dO1dFRUWKRqOTmpiKin89Ae7pp5/WyMhISnPSxAAAAABelcTpZI2NjfGfw+GwwuHwA2OGhoZ048YNlZeXPzTn008/1fLlyyfda2pqkiStX79+ytwfo4kBAAAAPCqZPTGJ9qqMj4+rtbVV27dvV05OzpRjvvzyS3322Wd655134vcOHjyo/Px8jY6O6tChQyosLFRlZeW0c7nzYGgAAAAAqTOy7F0JxGIxtba26oUXXtDKlSunHPP111+rvb1dDQ0NmjdvXvx+fn6+JCkvL08rVqzQ4GDiDznTxAAAAAAeZWX5bF3TZliWTp48qaKiItXX1085Znh4WC0tLXrttddUWFgYvz8+Pq6xsbH4z5cvX1ZJSUnCunmdDAAAAPAoKw2nk/X396urq0slJSVqaGiQJG3dulXDw8OSpNraWr3//vv69ttvderUKUmKH6U8OjqqlpYWSdLExISqq6u1bNmyhHPSxAAAAABelYbTyRYvXqzTp09PO2bXrl3atWvXA/cLCgp09OjRpOekiQEAAAC8Kg0rMbOBJgYAAADwqGROJ3MSmhgAAADAq1y6EmNYlmXNdhEAAAAAMm+05x9tjcurSvwBykyy1XpFIhG1t7fPdC0AAAAAMsjKyrZ1OU3SKzGrN55LacLuM2tSzklHBjnuynFSLU7OuX4t8cehplNaVu6YHCfV4oWcs9kVKeXUx/pTzklHBjnuynFSLeRkJsdJtcxEjhvd+ZO9f4MElq6Z4UqS47y2CgAAAEBGpOM7MbOBJgYAAADwKk4nAwAAAOAmrMQAAAAAcBVLrMQAAAAAcBEryzfbJTwSmhgAAADAoyx7X1xxHJoYAAAAwKMsNvYDAAAAcBM29gMAAABwFTb2AwAAAHAVVmIAAAAAuAp7YgAAAAC4imlwxDIAAAAAF2FPDAAAAABXSceemOHhYbW1tenu3bsyDEPhcFgbNmyYPI9lqbOzU729vXr88ce1e/dulZaWSpL6+vrU2dkp0zS1bt06bd68OeGcNDEAAACAR6VjJcbn82nbtm0qLS3V2NiYGhsbtWTJEhUXF8fH9Pb26vbt2zp+/LgGBgZ06tQpHT58WKZpqqOjQ/v371cwGNS+ffsUCoUm/e1UDMuyrJQrBwAAAOA6N64N2hr3VFm57cwjR46orq5OS5Ysid979913VVlZqerqaknSr3/9a7311lv661//qvfee09vvvmmJOmDDz6QJL300kvTzmFrJSYSiejSpUvauXOn7eIBAAAAOFsyKzGNjY3xn8PhsMLh8ANjhoaGdOPGDZWXT256otGonnjiifjvwWBQ0WhU0WhUwWBw0v2BgYGEtdhqYkKhkEKhkCRp9cZzdv7kobrPrEk5Jx0Z5Lgrx0m1ODnnus3/TXmY0v/3vyxOyHFSLV7IOZtdkVJOfaw/5Zx0ZJDjrhwn1UJOZnKcVMtM5LhRMkcsNzc3T/t8fHxcra2t2r59u3JycibPM8XLX4ZhPPR+IuyJAQAAADzKtNJzxHIsFlNra6teeOEFrVy58oHnwWBQw8PD8d9HRkYUCAQUi8U0MjLywP1E3PmJTgAAAAAps2TYuqbNsCydPHlSRUVFqq+vn3JMKBRSV1eXLMvS1atXlZOTo0AgoLKyMt26dUtDQ0OKxWK6cOFC/A2w6bASAwAAAHhUOk4n6+/vV1dXl0pKStTQ0CBJ2rp1a3zlpba2VsuXL1dPT49ef/11zZkzR7t375b0w8lmO3bsUFNTk0zT1Nq1a7Vo0aKEc9LEAAAAAB6VjiZm8eLFOn369LRjDMPQq6++OuWzqqoqVVVVJTUnTQwAAADgUeloYmYDTQwAAADgUZZFEwMAAADARViJAQAAAOAqpksPK6aJAQAAADyK18kAAAAAuIrJ62QAAAAA3IQ9MQAAAABchdfJAAAAALgKKzEAAAAAXIWVGAAAAACuYlruPGLZsCzLmu0iAAAAAGTe5/88amvc84vzZriS5NhqvSKRiNrb22e6FgAAAAAZZFmGrctpkl6JWb3xXEoTdp9Zk3JOOjLIcVeOk2pxcs71a4Mp5ZSWlTsmx0m1ODnnbHZFSjn1sX7H5DipFnIyk+OkWsjJTI6TapmJHDe68E/3bI1b9ey8Ga4kOeyJAQAAADzKiassdtDEAAAAAB7FEcsAAAAAXGWClRgAAAAAbsLrZAAAAABcxa0fW6GJAQAAADzKTNOemBMnTqinp0d5eXlqbW194PlHH32k8+fP/zCnaermzZvq6OhQbm6u9uzZI7/fr6ysLPl8PjU3NyecjyYGAAAA8Kh0vU5WU1Ojuro6tbW1Tfl806ZN2rRpk6QfvkH58ccfKzc3N/78wIEDmj9/vu35bH3sEgAAAMBPj2XZuxKprKyc1JRMp7u7W6tXr06pblZiAAAAAI9K5ojlxsbG+M/hcFjhcDjp+b7//nv19fXplVdemXS/qalJkrR+/XpbuTQxAAAAgEdNmPabGDt7VRK5dOmSKioqJq3aHDx4UPn5+RodHdWhQ4dUWFioysrKaXN4nQwAAADwqHS9TmZXd3e3qqurJ93Lz8+XJOXl5WnFihUaHBxMmEMTAwAAAHiUKcPWlQ7fffedrly5olAoFL83Pj6usbGx+M+XL19WSUlJwixeJwMAAAA8Kl2rLMeOHdOVK1d079497dq1S1u2bFEsFpMk1dbWSpK++OILLV26VH6/P/53o6OjamlpkSRNTEyourpay5YtSzgfTQwAAADgUek6Ynnv3r0Jx9TU1KimpmbSvYKCAh09ejTp+WhiAAAAAI8y07jfJZMMy0rnVh0AAAAAbvHBFxO2xr30b30zXElybG3sj0Qiam9vn+laAAAAAGTQhGXYupwm6ZWY1RvPpTRh95k1KeekI4Mcd+U4qRYn51y/lvhIwumUlpU7JsdJtTg552x2RUo59bF+x+Q4qRZyMpPjpFrIyUyOk2qZiRw3eu9z09a4//C8sw41Zk8MAAAA4FFu3VhCEwMAAAB4lOnAV8XsoIkBAAAAPIqVGAAAAACuQhMDAAAAwFXc+p0YmhgAAADAo0yTPTEAAAAAXISVGAAAAACuwp4YAAAAAK5CEwMAAADAVXidDAAAAICrsBIDAAAAwFVMc7YreDQ0MQAAAIBH0cQAAAAAcBX2xAAAAABwFcv2phhnfRTTsOxXDgAAAOAn5L9+bK8V+E//bvom5sSJE+rp6VFeXp5aW1sfeP7VV1/pyJEjWrBggSRp5cqVevnllyVJfX196uzslGmaWrdunTZv3pywHlsrMZFIRJcuXdLOnTvtDAcAAADgAunaE1NTU6O6ujq1tbU9dMyzzz6rxsbGH81vqqOjQ/v371cwGNS+ffsUCoVUXFw87Xy2mphQKKRQKCRJWr3xnJ0/eajuM2tSzklHBjnuynFSLU7OuX5tMKWc0rJyx+Q4qRYn55zNrkgppz7W75gcJ9VCTmZynFQLOZnJcVItM5HjRul6J6uyslJDQ0NJ/93g4KAWLlyogoICSdKqVat08eLF9DQxAAAAAH56JpJYifn7VZRwOKxwOJzUXFevXlVDQ4MCgYC2bdumRYsWKRqNKhgMxscEg0ENDAwkzKKJAQAAADzKsn08maHm5uZHnuepp57SiRMn5Pf71dPTo6NHj+r48eNTHixgGIkPEch65EoAAAAAuJpp2btSlZOTI7/fL0mqqqrSxMSEvvnmGwWDQY2MjMTHjYyMKBAIJMyjiQEAAAA8yrLsXam6e/dufNVlcHBQpmlq3rx5Kisr061btzQ0NKRYLKYLFy7E9+JPh9fJAAAAAI8y0/S1y2PHjunKlSu6d++edu3apS1btigWi0mSamtr9fnnn+uTTz6Rz+fTnDlztHfvXhmGIZ/Ppx07dqipqUmmaWrt2rVatGhRwvloYgAAAACPStfpZHv37p32eV1dnerq6qZ8VlVVpaqqqqTmo4kBAAAAPMqtn72niQEAAAA8amLCnV0MTQwAAADgUVMdcewGNDEAAACAR5lJfOzSSWhiAAAAAI9iJQYAAACAq6TphOWMo4kBAAAAPMpyaRdDEwMAAAB4lEvfJqOJAQAAALxqYsKdO/sNy627eQAAAACk5L+cHLM17siuuTNcSXKy7AyKRCJqb2+f6VoAAAAAZJBpWbYup7H1OlkoFFIoFJIkrd54LqUJu8+sSTknHRnkuCvHSbXMRM71a4Mp5ZSWlf/kcpxUi5NzzmZXpJRTH+t3TI6TaiEnMzlOqoWczOQ4qZaZyHEjt76UxZ4YAAAAwKNMTicDAAAA4CYuXYihiQEAAAC8iu/EAAAAAHAVtx6xTBMDAAAAeBQrMQAAAABcxaU9DE0MAAAA4FXpWok5ceKEenp6lJeXp9bW1geenz9/Xh9++KEkye/369VXX9WTTz4pSdqzZ4/8fr+ysrLk8/nU3NyccD6aGAAAAMCj0vWdmJqaGtXV1amtrW3K5wsWLNBbb72l3Nxc9fb26t1339Xhw4fjzw8cOKD58+fbno8mBgAAAPCodH0nprKyUkNDQw99XlHxrx8UffrppzUyMpLSfDQxAAAAgEelayUmGZ9++qmWL18+6V5TU5Mkaf369QqHwwkzaGIAAAAAjzJj9o9YbmxsjP8cDodtNRs/9uWXX+qzzz7TO++8E7938OBB5efna3R0VIcOHVJhYaEqKyunzaGJAQAAADzKTGIlxs6G++l8/fXXam9v1759+zRv3rz4/fz8fElSXl6eVqxYocHBwYRNTFZKlQAAAABwLcu0bF2pGh4eVktLi1577TUVFhbG74+Pj2tsbCz+8+XLl1VSUpIwj5UYAAAAwKPStSfm2LFjunLliu7du6ddu3Zpy5YtisVikqTa2lq9//77+vbbb3Xq1ClJih+lPDo6qpaWFknSxMSEqqurtWzZsoTzGdZs7OYBAAAAMOv+45v/x9a4/9ZUmHhQBtl6nSwSiai9vX2mawEAAACQQZl6nSzdbDUxoVBIO3fuTFsjk44cJ9VCTmZynFQLOZnJcVIt5GQmx0m1kJOZHCfVQk5mcpxUixNzMs2yLFuX0yS1J+a5555Ly6TpyHFSLeRkJsdJtZCTmRwn1UJOZnKcVAs5mclxUi3kZCbHSbU4MSfTJmITs13CI2FPDAAAAOBRW/7zv9gad7r1yRmtI1mcTgYAAAB4lBP3u9hBEwMAAAB4FE0MAAAAAFcxLXO2S3gkNDEAAACAR7ESAwAAAMBVzAlWYgAAAAC4iGnSxAAAAABwEV4nAwAAAOAqFhv7AQAAALgJKzEAAAAAXIUmBgAAAICr8J0YAAAAAK5ixiZmu4RHQhMDAAAAeBSvkwEAAABwFU4nAwAAAOAqJisxAAAAANzEMtOzEnPixAn19PQoLy9Pra2tD85jWers7FRvb68ef/xx7d69W6WlpZKkvr4+dXZ2yjRNrVu3Tps3b044X1ZaqgYAAADgOpZp2boSqamp0RtvvPHQ5729vbp9+7aOHz+uX/3qVzp16pQkyTRNdXR06I033tAf/vAHdXd36+bNmwnno4kBAAAAPMqyTFtXIpWVlcrNzX3o80gkohdffFGGYeiZZ57R/fv3defOHQ0ODmrhwoUqKChQdna2Vq1apYsXLyacj9fJAAAAAI/K1BHL0WhUTzzxRPz3YDCoaDSqaDSqYDA46f7AwEDCPJoYAAAAwKP+95k1tsaNjY3p7bffjv8eDocVDodtz2NZD76SZhjGQ+8nQhMDAAAAYFpz585Vc3PzI/99MBjU8PBw/PeRkREFAgHFYjGNjIw8cD8R9sQAAAAAmFGhUEhdXV2yLEtXr15VTk6OAoGAysrKdOvWLQ0NDSkWi+nChQsKhUIJ8wxrqjUcAAAAALDp2LFjunLliu7du6e8vDxt2bJFsVhMklRbWyvLstTR0aE//elPmjNnjnbv3q2ysjJJUk9Pj/74xz/KNE2tXbtWv/zlLxPORxMDAAAAwFV4nQwAAACAq9DEAAAAAHAVmhgAAAAArkITAwAAAMBVaGIAAAAAuApNDAAAAABXoYkBAAAA4Co0MQAAAABc5f8CfxUrCMOHm6gAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 7.** Create a legend and add it to chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7f5f934c8e10>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])\n",
"\n",
"# compute cumulative sum of individual categories to match color schemes between chart and legend\n",
"values_cumsum = np.cumsum(df_dsn['Total'])\n",
"total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
"# create legend\n",
"legend_handles = []\n",
"for i, category in enumerate(df_dsn.index.values):\n",
" label_str = category + ' (' + str(df_dsn['Total'][i]) + ')'\n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
"# add legend to chart\n",
"plt.legend(handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(df_dsn.index.values),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And there you go! What a good looking _delicious_ `waffle` chart, don't you think?\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now it would very inefficient to repeat these seven steps every time we wish to create a `waffle` chart. So let's combine all seven steps into one function called _create_waffle_chart_. This function would take the following parameters as input:\n",
"\n",
"> 1. **categories**: Unique categories or classes in dataframe.\n",
"> 2. **values**: Values corresponding to categories or classes.\n",
"> 3. **height**: Defined height of waffle chart.\n",
"> 4. **width**: Defined width of waffle chart.\n",
"> 5. **colormap**: Colormap class\n",
"> 6. **value_sign**: In order to make our function more generalizable, we will add this parameter to address signs that could be associated with a value such as %, $, and so on. **value_sign** has a default value of empty string.\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"def create_waffle_chart(categories, values, height, width, colormap, value_sign=''):\n",
"\n",
" # compute the proportion of each category with respect to the total\n",
" total_values = sum(values)\n",
" category_proportions = [(float(value) / total_values) for value in values]\n",
"\n",
" # compute the total number of tiles\n",
" total_num_tiles = width * height # total number of tiles\n",
" print ('Total number of tiles is', total_num_tiles)\n",
" \n",
" # compute the number of tiles for each catagory\n",
" tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
" # print out number of tiles per category\n",
" for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))\n",
" \n",
" # initialize the waffle chart as an empty matrix\n",
" waffle_chart = np.zeros((height, width))\n",
"\n",
" # define indices to loop through waffle chart\n",
" category_index = 0\n",
" tile_index = 0\n",
"\n",
" # populate the waffle chart\n",
" for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category \n",
" # is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
" # instantiate a new figure object\n",
" fig = plt.figure()\n",
"\n",
" # use matshow to display the waffle chart\n",
" colormap = plt.cm.coolwarm\n",
" plt.matshow(waffle_chart, cmap=colormap)\n",
" plt.colorbar()\n",
"\n",
" # get the axis\n",
" ax = plt.gca()\n",
"\n",
" # set minor ticks\n",
" ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
" ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
" # add dridlines based on minor ticks\n",
" ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
" plt.xticks([])\n",
" plt.yticks([])\n",
"\n",
" # compute cumulative sum of individual categories to match color schemes between chart and legend\n",
" values_cumsum = np.cumsum(values)\n",
" total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
" # create legend\n",
" legend_handles = []\n",
" for i, category in enumerate(categories):\n",
" if value_sign == '%':\n",
" label_str = category + ' (' + str(values[i]) + value_sign + ')'\n",
" else:\n",
" label_str = category + ' (' + value_sign + str(values[i]) + ')'\n",
" \n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
" # add legend to chart\n",
" plt.legend(\n",
" handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(categories),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now to create a `waffle` chart, all we have to do is call the function `create_waffle_chart`. Let's define the input parameters:\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"categories = df_dsn.index.values # categories\n",
"values = df_dsn['Total'] # correponding values of categories\n",
"\n",
"colormap = plt.cm.coolwarm # color map class"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And now let's call our function to create a `waffle` chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n",
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_waffle_chart(categories, values, height, width, colormap)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"There seems to be a new Python package for generating `waffle charts` called [PyWaffle](https://github.com/ligyxy/PyWaffle), but it looks like the repository is still being built. But feel free to check it out and play with it.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Word Clouds <a id=\"8\"></a>\n",
"\n",
"`Word` clouds (also known as text clouds or tag clouds) work in a simple way: the more a specific word appears in a source of textual data (such as a speech, blog post, or database), the bigger and bolder it appears in the word cloud.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Luckily, a Python package already exists in Python for generating `word` clouds. The package, called `word_cloud` was developed by **Andreas Mueller**. You can learn more about the package by following this [link](https://github.com/amueller/word_cloud/).\n",
"\n",
"Let's use this package to learn how to generate a word cloud for a given text document.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"First, let's install the package.\n"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting package metadata (current_repodata.json): done\n",
"Solving environment: failed with initial frozen solve. Retrying with flexible solve.\n",
"Collecting package metadata (repodata.json): done\n",
"Solving environment: done\n",
"\n",
"## Package Plan ##\n",
"\n",
" environment location: /home/jupyterlab/conda/envs/python\n",
"\n",
" added / updated specs:\n",
" - wordcloud==1.4.1\n",
"\n",
"\n",
"The following packages will be downloaded:\n",
"\n",
" package | build\n",
" ---------------------------|-----------------\n",
" wordcloud-1.4.1 | py36_0 324 KB conda-forge\n",
" ------------------------------------------------------------\n",
" Total: 324 KB\n",
"\n",
"The following NEW packages will be INSTALLED:\n",
"\n",
" wordcloud conda-forge/linux-64::wordcloud-1.4.1-py36_0\n",
"\n",
"\n",
"\n",
"Downloading and Extracting Packages\n",
"wordcloud-1.4.1 | 324 KB | ##################################### | 100% \n",
"Preparing transaction: done\n",
"Verifying transaction: done\n",
"Executing transaction: done\n",
"Wordcloud is installed and imported!\n"
]
}
],
"source": [
"# install wordcloud\n",
"!conda install -c conda-forge wordcloud==1.4.1 --yes\n",
"\n",
"# import package and its set of stopwords\n",
"from wordcloud import WordCloud, STOPWORDS\n",
"\n",
"print ('Wordcloud is installed and imported!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"`Word` clouds are commonly used to perform high-level analysis and visualization of text data. Accordinly, let's digress from the immigration dataset and work with an example that involves analyzing text data. Let's try to analyze a short novel written by **Lewis Carroll** titled _Alice's Adventures in Wonderland_. Let's go ahead and download a _.txt_ file of the novel.\n"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"File downloaded and saved!\n"
]
}
],
"source": [
"# download file and save as alice_novel.txt\n",
"!wget --quiet https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/alice_novel.txt\n",
"\n",
"# open the file and read it into a variable alice_novel\n",
"alice_novel = open('alice_novel.txt', 'r').read()\n",
" \n",
"print ('File downloaded and saved!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Next, let's use the stopwords that we imported from `word_cloud`. We use the function _set_ to remove any redundant stopwords.\n"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"stopwords = set(STOPWORDS)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Create a word cloud object and generate a word cloud. For simplicity, let's generate a word cloud using only the first 2000 words in the novel.\n"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7f5f9319ab70>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# instantiate a word cloud object\n",
"alice_wc = WordCloud(\n",
" background_color='white',\n",
" max_words=2000,\n",
" stopwords=stopwords\n",
")\n",
"\n",
"# generate the word cloud\n",
"alice_wc.generate(alice_novel)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Awesome! Now that the `word` cloud is created, let's visualize it.\n"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
},
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# display the word cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Interesting! So in the first 2000 words in the novel, the most common words are **Alice**, **said**, **little**, **Queen**, and so on. Let's resize the cloud so that we can see the less frequent words a little better.\n"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1008x1296 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"fig.set_figwidth(14) # set width\n",
"fig.set_figheight(18) # set height\n",
"\n",
"# display the cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Much better! However, **said** isn't really an informative word. So let's add it to our stopwords and re-generate the cloud.\n"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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