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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",
"Estimated time needed: **30** minutes\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\n"
]
},
{
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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": {
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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?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",
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"button": false,
"new_sheet": 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,
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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",
"```\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": [
{
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"<div>\n",
"<style scoped>\n",
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" vertical-align: middle;\n",
" }\n",
"\n",
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" 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": 3,
"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": 4,
"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": 5,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Matplotlib version: 3.3.3\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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"<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",
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" <th></th>\n",
" <th></th>\n",
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" </tr>\n",
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" <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 0x7f8169a29908>"
]
},
"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": "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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([])"
]
},
{
"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 0x7f81686d8550>"
]
},
"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": 21,
"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": 22,
"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": 23,
"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": 24,
"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": 25,
"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": 26,
"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": 27,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7f81684cce48>"
]
},
"execution_count": 27,
"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": 28,
"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": 29,
"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": 30,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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