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Created on Skills Network Labs
{
"cells": [
{
"cell_type": "markdown",
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"source": [
"<center>\n",
" <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/labs/Module%204/logo.png\" width=\"300\" alt=\"cognitiveclass.ai logo\" />\n",
"</center>\n",
"\n",
"\n",
"# Waffle Charts, Word Clouds, and Regression Plots\n",
"\n",
"\n",
"Estimated time needed: **30** minutes\n",
" \n",
"\n",
"## Objectives\n",
"\n",
"After completing this lab you will be able to:\n",
"\n",
"* Create Word cloud and Waffle charts\n",
"* Create regression plots with Seaborn library"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": 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",
"7. [Regression Plots](#10) <br> \n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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},
"source": [
"# Exploring Datasets with *pandas* and Matplotlib<a id=\"0\"></a>\n",
"\n",
"Toolkits: The course heavily relies on [*pandas*](http://pandas.pydata.org/) and [**Numpy**](http://www.numpy.org/) for data wrangling, analysis, and visualization. The primary plotting library we will explore in the course is [Matplotlib](http://matplotlib.org/).\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) 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."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Downloading and Prepping Data <a id=\"2\"></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"source": [
"Import Primary Modules:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"button": false,
"new_sheet": false,
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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
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"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",
"!conda install -c anaconda xlrd --yes\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:"
]
},
{
"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"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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"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>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",
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"<p>5 rows × 43 columns</p>\n",
"</div>"
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" 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"
]
},
{
"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."
]
},
{
"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>"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Import `matplotlib`:"
]
},
{
"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: 3.3.4\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",
"\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."
]
},
{
"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."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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"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>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",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <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."
]
},
{
"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."
]
},
{
"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."
]
},
{
"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"
]
},
{
"cell_type": "code",
"execution_count": 11,
"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."
]
},
{
"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."
]
},
{
"cell_type": "code",
"execution_count": 13,
"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."
]
},
{
"cell_type": "code",
"execution_count": 14,
"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": 14,
"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."
]
},
{
"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."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7fc553b539b0>"
]
},
"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()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 6.** Prettify the chart."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"([], [])"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAzEAAAD3CAYAAAAtz9q0AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAd1UlEQVR4nO3df0xVd/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."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7fc4cc873e80>"
]
},
"execution_count": 17,
"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?"
]
},
{
"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."
]
},
{
"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:"
]
},
{
"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."
]
},
{
"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."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Word Clouds <a id=\"8\"></a>\n",
"\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."
]
},
{
"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."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"First, let's install the package."
]
},
{
"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",
" ca-certificates-2020.12.5 | ha878542_0 137 KB conda-forge\n",
" wordcloud-1.4.1 | py36_0 324 KB conda-forge\n",
" ------------------------------------------------------------\n",
" Total: 462 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",
"The following packages will be SUPERSEDED by a higher-priority channel:\n",
"\n",
" ca-certificates pkgs/main::ca-certificates-2021.4.13-~ --> conda-forge::ca-certificates-2020.12.5-ha878542_0\n",
"\n",
"\n",
"\n",
"Downloading and Extracting Packages\n",
"ca-certificates-2020 | 137 KB | ##################################### | 100% \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."
]
},
{
"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."
]
},
{
"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."
]
},
{
"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 0x7fc4cc7fdf98>"
]
},
"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."
]
},
{
"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."
]
},
{
"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."
]
},
{
"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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